Customer ID,Gender,Age,Under 30,Senior Citizen,Married,Dependents,Number of Dependents,Country,State,City,Zip Code,Lat Long,Latitude,Longitude,Population,Quarter,Referred a Friend,Number of Referrals,Tenure in Months,Offer,Phone Service,Avg Monthly Long Distance Charges,Multiple Lines,Internet Service,Internet Type,Avg Monthly GB Download,Online Security,Online Backup,Device Protection Plan,Premium Tech Support,Streaming TV,Streaming Movies,Streaming Music,Unlimited Data,Contract,Paperless Billing,Payment Method,Monthly Charge,Total Charges,Total Refunds,Total Extra Data Charges,Total Long Distance Charges,Total Revenue,Satisfaction Score,Customer Status,Churn Label,Churn Value,Churn Score,CLTV,Churn Category,Churn Reason,Partner
8779-QRDMV,Male,78,No,Yes,No,No,0,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,"68,701",Q3,No,0,1,,No,0,No,Yes,DSL,8,No,No,Yes,No,No,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,39.65,39.65,0,20,0,59.65,3,Churned,Yes,1,91,5433,Competitor,Competitor offered more data,No
7495-OOKFY,Female,74,No,Yes,Yes,Yes,1,United States,California,Los Angeles,90063,"34.044271, -118.185237",34.044271,-118.185237,"55,668",Q3,Yes,1,8,Offer E,Yes,48.85,Yes,Yes,Fiber Optic,17,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,80.65,633.3,0,0,390.8,1024.1,3,Churned,Yes,1,69,5302,Competitor,Competitor made better offer,Yes
1658-BYGOY,Male,71,No,Yes,No,Yes,3,United States,California,Los Angeles,90065,"34.108833, -118.229715",34.108833,-118.229715,"47,534",Q3,No,0,18,Offer D,Yes,11.33,Yes,Yes,Fiber Optic,52,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.45,1752.55,45.61,0,203.94,1910.88,2,Churned,Yes,1,81,3179,Competitor,Competitor made better offer,No
4598-XLKNJ,Female,78,No,Yes,Yes,Yes,1,United States,California,Inglewood,90303,"33.936291, -118.332639",33.936291,-118.332639,"27,778",Q3,Yes,1,25,Offer C,Yes,19.76,No,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,98.5,2514.5,13.43,0,494,2995.07,2,Churned,Yes,1,88,5337,Dissatisfaction,Limited range of services,Yes
4846-WHAFZ,Female,80,No,Yes,Yes,Yes,1,United States,California,Whittier,90602,"33.972119, -118.020188",33.972119,-118.020188,"26,265",Q3,Yes,1,37,Offer C,Yes,6.33,Yes,Yes,Fiber Optic,14,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.5,2868.15,0,0,234.21,3102.36,2,Churned,Yes,1,67,2793,Price,Extra data charges,Yes
4412-YLTKF,Female,72,No,Yes,No,Yes,1,United States,California,Pico Rivera,90660,"33.989524, -118.089299",33.989524,-118.089299,"63,288",Q3,No,0,27,Offer C,Yes,3.33,Yes,Yes,Fiber Optic,18,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,78.05,2135.5,0,10,89.91,2235.41,1,Churned,Yes,1,95,4638,Competitor,Competitor had better devices,No
0390-DCFDQ,Female,76,No,Yes,Yes,Yes,2,United States,California,Los Alamitos,90720,"33.79499, -118.065591",33.79499,-118.065591,"21,343",Q3,Yes,1,1,Offer E,Yes,15.28,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,70.45,70.45,0,0,15.28,85.73,2,Churned,Yes,1,76,3964,Other,Don't know,Yes
3445-HXXGF,Male,66,No,Yes,Yes,No,0,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,"10,558",Q3,Yes,6,58,Offer B,No,0,No,Yes,DSL,24,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.3,2651.2,40.95,0,0,2610.25,1,Churned,Yes,1,91,5444,Dissatisfaction,Service dissatisfaction,Yes
2656-FMOKZ,Female,70,No,Yes,No,Yes,2,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,"23,742",Q3,No,0,15,Offer D,Yes,44.07,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,74.45,1145.7,0,0,661.05,1806.75,2,Churned,Yes,1,91,5717,Dissatisfaction,Limited range of services,No
2070-FNEXE,Female,77,No,Yes,No,Yes,2,United States,California,Pasadena,91107,"34.159007, -118.087353",34.159007,-118.087353,"32,369",Q3,No,0,7,Offer E,Yes,26.95,No,Yes,Fiber Optic,18,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,76.45,503.6,11.05,0,188.65,681.2,2,Churned,Yes,1,81,4419,Price,Lack of affordable download/upload speed,No
0094-OIFMO,Female,78,No,Yes,No,Yes,1,United States,California,North Hollywood,91605,"34.207295, -118.400022",34.207295,-118.400022,"57,146",Q3,No,0,11,Offer D,Yes,11.59,No,Yes,Fiber Optic,29,No,Yes,No,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,95,1120.3,0,120,127.49,1367.79,1,Churned,Yes,1,85,5980,Dissatisfaction,Product dissatisfaction,No
9947-OTFQU,Male,65,No,Yes,No,No,0,United States,California,Covina,91722,"34.097345, -117.906736",34.097345,-117.906736,"33,817",Q3,No,0,15,Offer D,Yes,29.11,No,Yes,Fiber Optic,29,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.4,1074.3,0,0,436.65,1510.95,1,Churned,Yes,1,86,4616,Competitor,Competitor had better devices,No
9514-JDSKI,Male,77,No,Yes,Yes,No,0,United States,California,El Monte,91732,"34.074492, -118.01462",34.074492,-118.01462,"62,660",Q3,Yes,1,1,Offer E,No,0,No,Yes,DSL,12,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,40.2,40.2,0,0,0,40.2,2,Churned,Yes,1,65,5828,Dissatisfaction,Limited range of services,Yes
7273-TEFQD,Male,67,No,Yes,No,No,0,United States,California,La Puente,91746,"34.038983, -117.991372",34.038983,-117.991372,"30,802",Q3,No,0,3,Offer E,No,0,No,Yes,DSL,28,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,41.15,132.2,0,0,0,132.2,2,Churned,Yes,1,96,2314,Price,Long distance charges,No
3606-TWKGI,Male,68,No,Yes,No,No,0,United States,California,Rowland Heights,91748,"33.976753, -117.897367",33.976753,-117.897367,"46,342",Q3,No,0,13,Offer D,Yes,32.68,Yes,Yes,Cable,11,No,Yes,Yes,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,106.9,1364.3,0,10,424.84,1799.14,1,Churned,Yes,1,84,2494,Competitor,Competitor had better devices,No
4385-GZQXV,Female,68,No,Yes,No,No,0,United States,California,Ontario,91764,"34.074087, -117.605618",34.074087,-117.605618,"49,474",Q3,No,0,16,Offer D,Yes,9.43,No,Yes,Fiber Optic,9,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.45,1511.2,0,0,150.88,1662.08,1,Churned,Yes,1,81,3810,Competitor,Competitor had better devices,No
3488-PGMQJ,Male,66,No,Yes,No,No,0,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,"16,486",Q3,No,0,8,,Yes,1.78,No,Yes,Fiber Optic,7,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.5,606.55,0,0,14.24,620.79,2,Churned,Yes,1,80,4345,Dissatisfaction,Poor expertise of online support,No
7534-BFESC,Male,69,No,Yes,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209754",32.85723,-117.209774,"34,902",Q3,No,0,24,Offer C,Yes,30.87,Yes,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.1,1712.7,0,0,740.88,2453.58,2,Churned,Yes,1,91,2018,Competitor,Competitor made better offer,No
8098-LLAZX,Female,74,No,Yes,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209756",32.85723,-117.209774,"34,902",Q3,No,0,4,Offer E,Yes,31.61,Yes,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.45,396.1,0,0,126.44,522.54,3,Churned,Yes,1,85,3677,Competitor,Competitor made better offer,No
0265-EDXBD,Male,76,No,Yes,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209757",32.85723,-117.209774,"34,902",Q3,Yes,2,32,Offer C,Yes,47.34,Yes,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,2303.35,0,0,1514.88,3818.23,2,Churned,Yes,1,69,4105,Attitude,Attitude of support person,Yes
2840-XANRC,Male,77,No,Yes,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209760",32.85723,-117.209774,"34,902",Q3,Yes,1,24,Offer C,Yes,16.1,No,Yes,Cable,12,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.15,2231.05,0,0,386.4,2617.45,2,Churned,Yes,1,73,2212,Competitor,Competitor made better offer,Yes
5020-ZSTTY,Female,70,No,Yes,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209761",32.85723,-117.209774,"34,902",Q3,No,0,54,Offer B,Yes,12.08,Yes,Yes,DSL,5,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,82.45,4350.1,0,0,652.32,5002.42,1,Churned,Yes,1,83,4149,Competitor,Competitor made better offer,No
5804-LEPIM,Female,74,No,Yes,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209762",32.85723,-117.209774,"34,902",Q3,No,0,2,Offer E,Yes,13.17,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.35,139.05,0,0,26.34,165.39,3,Churned,Yes,1,73,2671,Other,Don't know,No
0623-IIHUG,Female,77,No,Yes,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209770",32.85723,-117.209774,"34,902",Q3,No,0,21,,No,0,No,Yes,Cable,8,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,41.9,840.1,0,0,0,840.1,1,Churned,Yes,1,90,4778,Competitor,Competitor made better offer,No
9057-MSWCO,Male,71,No,Yes,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209772",32.85723,-117.209774,"34,902",Q3,No,0,27,,No,0,No,Yes,Cable,13,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,30.75,805.1,0,140,0,945.1,1,Churned,Yes,1,91,2927,Competitor,Competitor made better offer,Yes
4895-TMWIR,Male,79,No,Yes,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209778",32.85723,-117.209774,"34,902",Q3,Yes,1,11,,Yes,29.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.95,214.75,0,0,324.94,539.69,1,Churned,Yes,1,80,5888,Competitor,Competitor made better offer,Yes
0533-BNWKF,Female,66,No,Yes,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209779",32.85723,-117.209774,"34,902",Q3,Yes,2,55,Offer B,Yes,42.82,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,85.45,4874.7,0,90,2355.1,7319.8,1,Churned,Yes,1,91,5502,Competitor,Competitor made better offer,Yes
0334-GDDSO,Male,77,No,Yes,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209784",32.85723,-117.209774,"34,902",Q3,No,0,3,Offer E,Yes,9.22,Yes,Yes,Fiber Optic,14,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.35,233.7,0,0,27.66,261.36,1,Churned,Yes,1,73,2818,Competitor,Competitor made better offer,No
5564-NEMQO,Female,80,No,Yes,No,No,0,United States,California,Thermal,92274,"33.53604, -116.119222",33.53604,-116.119222,"17,018",Q3,No,0,1,Offer E,Yes,35.09,No,Yes,Fiber Optic,17,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,75.3,75.3,0,20,35.09,130.39,2,Churned,Yes,1,67,4902,Dissatisfaction,Network reliability,No
6235-VDHOM,Female,77,No,Yes,No,No,0,United States,California,Riverside,92509,"34.004379, -117.447864",34.004379,-117.447864,"63,999",Q3,No,0,5,Offer E,No,0,No,Yes,DSL,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,28.45,131.05,0,0,0,131.05,2,Churned,Yes,1,89,4099,Dissatisfaction,Limited range of services,No
5609-CEBID,Female,77,No,Yes,No,No,0,United States,California,Hemet,92544,"33.644585, -116.871544",33.644585,-116.871544,"39,264",Q3,No,0,20,,Yes,48.73,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,No,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,94.1,1782.4,0,80,974.6,2837,1,Churned,Yes,1,87,2666,Competitor,Competitor had better devices,No
5956-VKDTT,Female,72,No,Yes,Yes,No,0,United States,California,Moreno Valley,92557,"33.970661, -117.255039",33.970661,-117.255039,"46,214",Q3,Yes,4,5,Offer E,Yes,45.76,Yes,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.35,334.8,0,0,228.8,563.6,1,Churned,Yes,1,82,5273,Dissatisfaction,Product dissatisfaction,Yes
0257-ZESQC,Female,80,No,Yes,Yes,No,0,United States,California,Perris,92571,"33.828289, -117.201666",33.828289,-117.201666,"26,357",Q3,Yes,2,27,,Yes,7.02,No,Yes,Cable,25,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.2,1929.35,0,0,189.54,2118.89,1,Churned,Yes,1,91,4517,Attitude,Attitude of support person,Yes
2865-TCHJW,Female,74,No,Yes,No,No,0,United States,California,Anaheim,92807,"33.848733, -117.788357",33.848733,-117.788357,"36,301",Q3,No,0,4,,Yes,48.35,Yes,Yes,Cable,24,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.2,346.2,0,0,193.4,539.6,1,Churned,Yes,1,74,5808,Competitor,Competitor had better devices,No
5192-EBGOV,Female,68,No,Yes,No,No,0,United States,California,Brea,92823,"33.924143, -117.79387",33.924143,-117.79387,"1,408",Q3,No,0,1,,Yes,45.81,Yes,Yes,Fiber Optic,21,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.7,85.7,0,0,45.81,131.51,1,Churned,Yes,1,66,4880,Competitor,Competitor had better devices,No
3419-SNJJD,Female,78,No,Yes,Yes,No,0,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,"20,893",Q3,Yes,3,65,Offer B,Yes,18.39,Yes,Yes,Fiber Optic,28,Yes,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,105.25,6786.4,0,0,1195.35,7981.75,1,Churned,Yes,1,91,4196,Attitude,Attitude of support person,Yes
4554-YGZIH,Male,75,No,Yes,Yes,No,0,United States,California,Summerland,93067,"34.420998, -119.60137",34.420998,-119.60137,576,Q3,Yes,3,49,Offer B,Yes,22.92,Yes,Yes,Fiber Optic,14,No,Yes,No,No,No,Yes,No,Yes,Month-to-Month,No,Credit Card,90.05,4547.25,0,0,1123.08,5670.33,2,Churned,Yes,1,96,5059,Competitor,Competitor made better offer,Yes
5099-BAILX,Male,77,No,Yes,Yes,No,0,United States,California,Santa Barbara,93101,"34.419203, -119.710008",34.419203,-119.710008,"31,727",Q3,Yes,1,43,Offer B,Yes,14.52,Yes,Yes,Fiber Optic,5,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,110.75,4687.9,0,0,624.36,5312.26,2,Churned,Yes,1,65,2728,Competitor,Competitor made better offer,Yes
4913-EHYUI,Male,80,No,Yes,Yes,No,0,United States,California,Alpaugh,93201,"35.869626, -119.498771",35.869626,-119.498771,"1,054",Q3,No,0,56,Offer B,Yes,48.8,Yes,Yes,Fiber Optic,12,Yes,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,104.55,5794.65,0,0,2732.8,8527.45,1,Churned,Yes,1,91,6268,Competitor,Competitor offered higher download speeds,Yes
1626-ERCMM,Male,75,No,Yes,Yes,No,0,United States,California,Camp Nelson,93208,"36.057458, -118.591951",36.057458,-118.591951,191,Q3,Yes,7,20,,Yes,5.31,Yes,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.55,1899.65,0,0,106.2,2005.85,1,Churned,Yes,1,84,5604,Competitor,Competitor had better devices,Yes
5644-PDMZC,Female,69,No,Yes,No,No,0,United States,California,Delano,93215,"35.772244, -119.209689",35.772244,-119.209689,"37,280",Q3,No,0,2,,Yes,47.47,Yes,Yes,Fiber Optic,19,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,89.5,161.5,0,0,94.94,256.44,2,Churned,Yes,1,80,2065,Attitude,Attitude of support person,No
4160-AMJTL,Female,74,No,Yes,No,No,0,United States,California,Fellows,93224,"35.215731, -119.57013",35.215731,-119.57013,626,Q3,No,0,8,,Yes,27.95,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.65,164.3,0,0,223.6,387.9,2,Churned,Yes,1,83,5432,Attitude,Attitude of support person,No
0823-HSCDJ,Male,76,No,Yes,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,52,,No,0,No,Yes,DSL,18,No,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,49.15,2550.9,0,30,0,2580.9,2,Churned,Yes,1,90,5597,Competitor,Competitor made better offer,No
0067-DKWBL,Male,69,No,Yes,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,2,,Yes,43.99,No,Yes,DSL,27,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.25,91.1,0,0,87.98,179.08,2,Churned,Yes,1,95,3475,Competitor,Competitor made better offer,No
5244-IRFIH,Male,72,No,Yes,Yes,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,1,33,,Yes,27.78,Yes,Yes,Fiber Optic,8,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.5,3105.55,0,0,916.74,4022.29,3,Churned,Yes,1,91,4333,Other,Poor expertise of online support,Yes
2684-EIWEO,Female,69,No,Yes,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,30,,Yes,45.88,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,91.7,2758.15,0,0,1376.4,4134.55,1,Churned,Yes,1,90,2482,Competitor,Competitor made better offer,No
6683-VLCTZ,Male,73,No,Yes,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,20,,Yes,44.44,Yes,Yes,Fiber Optic,13,No,No,Yes,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,98.55,1842.8,0,120,888.8,2851.6,3,Churned,Yes,1,92,5444,Competitor,Competitor made better offer,No
0691-IFBQW,Female,65,No,Yes,No,No,0,United States,California,Biola,93606,"36.798882, -120.019511",36.798882,-120.019511,807,Q3,No,0,46,,Yes,2.37,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,110,4874.8,0,0,109.02,4983.82,1,Churned,Yes,1,81,2403,Competitor,Competitor made better offer,No
3643-AHCFP,Male,74,No,Yes,Yes,No,0,United States,California,Selma,93662,"36.545322, -119.642281",36.545322,-119.642281,"26,213",Q3,Yes,1,7,,Yes,21.91,Yes,Yes,Cable,11,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.6,644.35,0,0,153.37,797.72,3,Churned,Yes,1,83,3265,Competitor,Competitor made better offer,Yes
9231-ZJYAM,Female,65,No,Yes,No,No,0,United States,California,Squaw Valley,93675,"36.719141, -119.202677",36.719141,-119.202677,"3,146",Q3,No,0,4,,Yes,36.93,No,Yes,Fiber Optic,18,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.85,292.8,0,0,147.72,440.52,3,Churned,Yes,1,72,5301,Other,Moved,No
0727-BMPLR,Female,66,No,Yes,No,No,0,United States,California,Fresno,93706,"36.654614, -119.903674",36.654614,-119.903674,"35,790",Q3,No,0,55,,Yes,37.38,Yes,Yes,Fiber Optic,7,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,100,5509.3,0,100,2055.9,7665.2,3,Churned,Yes,1,83,5679,Competitor,Competitor offered higher download speeds,No
0947-MUGVO,Male,71,No,Yes,Yes,No,0,United States,California,Jolon,93928,"35.930782, -121.189757",35.930782,-121.189757,254,Q3,Yes,1,20,,Yes,5.37,No,Yes,Fiber Optic,24,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.65,1463.5,0,0,107.4,1570.9,1,Churned,Yes,1,95,5849,Competitor,Competitor had better devices,Yes
0781-LKXBR,Male,65,No,Yes,No,No,0,United States,California,San Francisco,94102,"37.7795, -122.419233",37.7795,-122.419233,"28,998",Q3,No,0,9,,Yes,48.71,Yes,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.5,918.6,0,0,438.39,1356.99,1,Churned,Yes,1,70,4038,Competitor,Competitor had better devices,No
1907-UBQFC,Male,69,No,Yes,No,No,0,United States,California,San Francisco,94108,"37.791998, -122.408653",37.791998,-122.408653,"13,723",Q3,No,0,10,,Yes,5.46,No,Yes,Fiber Optic,24,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,72.85,688.65,0,30,54.6,773.25,1,Churned,Yes,1,91,3189,Competitor,Competitor had better devices,No
6513-EECDB,Male,75,No,Yes,Yes,No,0,United States,California,San Francisco,94114,"37.758085, -122.434801",37.758085,-122.434801,"30,587",Q3,No,0,1,,Yes,36.92,Yes,Yes,Fiber Optic,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.55,73.55,0,0,36.92,110.47,2,Churned,Yes,1,94,4369,Price,Price too high,Yes
7074-IEVOJ,Female,75,No,Yes,No,No,0,United States,California,San Francisco,94130,"37.820894, -122.369725",37.820894,-122.369725,"1,458",Q3,No,0,3,,Yes,41.9,Yes,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.4,205.05,0,0,125.7,330.75,1,Churned,Yes,1,91,3501,Dissatisfaction,Product dissatisfaction,No
4750-ZRXIU,Female,68,No,Yes,No,No,0,United States,California,Palo Alto,94304,"37.386978, -122.177746",37.386978,-122.177746,"1,723",Q3,No,0,4,,Yes,6.68,Yes,Yes,Cable,17,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.6,360.1,0,0,26.72,386.82,1,Churned,Yes,1,83,2467,Competitor,Competitor had better devices,No
7028-DVOIQ,Male,71,No,Yes,No,No,0,United States,California,Birds Landing,94512,"38.140719, -121.838298",38.140719,-121.838298,138,Q3,No,0,35,,Yes,20.83,Yes,Yes,Fiber Optic,19,No,No,Yes,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,99.05,3395.8,0,120,729.05,4244.85,1,Churned,Yes,1,82,2074,Other,Don't know,No
4208-UFFGW,Male,80,No,Yes,No,No,0,United States,California,Byron,94514,"37.83323, -121.601461",37.83323,-121.601461,"10,153",Q3,No,0,2,Offer E,Yes,26.62,No,Yes,DSL,11,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.95,85.15,0,0,53.24,138.39,2,Churned,Yes,1,84,5900,Other,Don't know,No
9889-TMAHG,Male,66,No,Yes,No,No,0,United States,California,Fremont,94539,"37.516791, -121.899117",37.516791,-121.899117,"46,917",Q3,No,0,8,,Yes,11.57,No,Yes,Fiber Optic,27,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,100.3,832.35,0,0,92.56,924.91,1,Churned,Yes,1,74,5084,Competitor,Competitor had better devices,No
8919-FYFQZ,Male,73,No,Yes,Yes,No,0,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,"75,929",Q3,Yes,2,44,,No,0,No,Yes,Cable,28,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.35,1359.7,0,0,0,1359.7,1,Churned,Yes,1,96,4829,Competitor,Competitor had better devices,Yes
6646-QVXLR,Male,77,No,Yes,Yes,No,0,United States,California,Napa,94558,"38.489789, -122.27011",38.489789,-122.27011,"63,947",Q3,Yes,1,62,,Yes,7.11,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.75,6383.35,0,0,440.82,6824.17,1,Churned,Yes,1,91,5052,Competitor,Competitor had better devices,Yes
9369-XFEHK,Female,76,No,Yes,Yes,No,0,United States,California,Pleasanton,94566,"37.633361, -121.862395",37.633361,-121.862395,"36,669",Q3,Yes,1,33,,Yes,33.19,Yes,Yes,Cable,15,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.6,2656.5,0,0,1095.27,3751.77,2,Churned,Yes,1,72,3601,Competitor,Competitor offered more data,Yes
1374-DMZUI,Female,65,No,Yes,No,No,0,United States,California,San Ramon,94583,"37.766556, -121.976784",37.766556,-121.976784,"44,078",Q3,No,0,4,Offer E,Yes,49.5,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.3,424.45,0,0,198,622.45,2,Churned,Yes,1,91,5419,Competitor,Competitor made better offer,No
1989-PRJHP,Male,75,No,Yes,Yes,No,0,United States,California,Pleasanton,94588,"37.685052, -121.912061",37.685052,-121.912061,"28,568",Q3,Yes,1,27,,Yes,10.6,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.5,1893.95,0,0,286.2,2180.15,1,Churned,Yes,1,65,2377,Competitor,Competitor had better devices,Yes
4822-RVYBB,Male,75,No,Yes,No,No,0,United States,California,Berkeley,94704,"37.871416, -122.246597",37.871416,-122.246597,"21,205",Q3,No,0,8,Offer E,Yes,40.45,Yes,Yes,Fiber Optic,29,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.6,819.4,0,0,323.6,1143,1,Churned,Yes,1,90,5906,Attitude,Attitude of support person,No
4184-TJFAN,Female,68,No,Yes,Yes,No,0,United States,California,Berkeley,94707,"37.897753, -122.279391",37.897753,-122.279391,"11,889",Q3,Yes,1,3,Offer E,Yes,25.77,No,Yes,Fiber Optic,2,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,88.3,273.75,0,0,77.31,351.06,1,Churned,Yes,1,68,4486,Attitude,Attitude of support person,Yes
4145-UQXUQ,Female,71,No,Yes,No,No,0,United States,California,Berkeley,94710,"37.872902, -122.303708",37.872902,-122.303708,"8,157",Q3,No,0,8,Offer E,Yes,42.93,No,Yes,Fiber Optic,9,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,92.1,729.95,0,0,343.44,1073.39,1,Churned,Yes,1,81,5662,Competitor,Competitor had better devices,No
1236-WFCDV,Male,74,No,Yes,No,No,0,United States,California,Greenbrae,94904,"37.946617, -122.563571",37.946617,-122.563571,"12,010",Q3,No,0,14,,Yes,11.31,No,Yes,Fiber Optic,24,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,No,Credit Card,90.45,1266.1,0,0,158.34,1424.44,3,Churned,Yes,1,96,4777,Competitor,Competitor offered more data,No
1271-SJBGZ,Male,77,No,Yes,No,No,0,United States,California,Forest Knolls,94933,"38.010092, -122.689442",38.010092,-122.689442,"1,025",Q3,No,0,12,,No,0,No,Yes,DSL,10,No,No,Yes,Yes,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,43.65,526.95,0,0,0,526.95,1,Churned,Yes,1,74,2437,Competitor,Competitor had better devices,No
4441-NIHPT,Female,73,No,Yes,No,No,0,United States,California,Freedom,95019,"36.936228, -121.785559",36.936228,-121.785559,"4,753",Q3,No,0,13,,Yes,40.37,No,Yes,Fiber Optic,21,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.3,940.35,0,0,524.81,1465.16,1,Churned,Yes,1,90,2995,Competitor,Competitor had better devices,No
8999-BOHSE,Female,68,No,Yes,No,No,0,United States,California,Gilroy,95020,"37.03889, -121.528955",37.03889,-121.528955,"49,968",Q3,No,0,11,,Yes,3.96,No,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,89.7,1047.7,0,0,43.56,1091.26,2,Churned,Yes,1,89,2202,Attitude,Attitude of support person,No
7029-RPUAV,Male,74,No,Yes,Yes,No,0,United States,California,Los Gatos,95030,"37.222842, -121.988727",37.222842,-121.988727,"13,290",Q3,Yes,1,17,,Yes,28.18,Yes,Yes,Cable,16,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,100.45,1622.45,0,0,479.06,2101.51,3,Churned,Yes,1,87,5508,Competitor,Competitor offered more data,Yes
8111-SLLHI,Male,65,No,Yes,Yes,No,0,United States,California,San Jose,95128,"37.316146, -121.936285",37.316146,-121.936285,"32,804",Q3,Yes,1,39,,Yes,33.25,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.65,4284.8,0,0,1296.75,5581.55,3,Churned,Yes,1,96,4687,Attitude,Attitude of support person,Yes
5293-WXJAK,Female,73,No,Yes,Yes,No,0,United States,California,San Jose,95135,"37.28682, -121.723877",37.28682,-121.723877,"15,798",Q3,Yes,5,11,,Yes,17.25,Yes,Yes,Fiber Optic,27,No,No,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.05,1133.65,0,0,189.75,1323.4,3,Churned,Yes,1,82,4553,Competitor,Competitor offered more data,Yes
4086-YQSNZ,Female,74,No,Yes,Yes,No,0,United States,California,Glencoe,95232,"38.358464, -120.579304",38.358464,-120.579304,21,Q3,Yes,1,3,Offer E,Yes,3.29,No,Yes,Fiber Optic,9,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.4,224.05,0,0,9.87,233.92,2,Churned,Yes,1,89,3834,Attitude,Attitude of service provider,Yes
8399-YNDCH,Male,80,No,Yes,No,No,0,United States,California,Columbia,95310,"38.085839, -120.37855",38.085839,-120.37855,"2,144",Q3,No,0,21,,Yes,34.62,No,Yes,DSL,14,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,60.05,1236.15,0,0,727.02,1963.17,1,Churned,Yes,1,70,4716,Competitor,Competitor had better devices,No
5565-FILXA,Female,76,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,16,,Yes,38.75,Yes,Yes,Fiber Optic,16,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.15,1529.2,0,0,620,2149.2,2,Churned,Yes,1,96,5913,Other,Don't know,No
4187-CINZD,Female,73,No,Yes,No,No,0,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,No,0,46,,Yes,6.13,No,Yes,Fiber Optic,30,No,Yes,No,No,Yes,Yes,No,Yes,One Year,No,Credit Card,95.25,4424.2,0,0,281.98,4706.18,2,Churned,Yes,1,90,3180,Competitor,Competitor had better devices,No
6818-WOBHJ,Female,70,No,Yes,Yes,No,0,United States,California,Fulton,95439,"38.493888, -122.777141",38.493888,-122.777141,476,Q3,Yes,1,68,Offer A,Yes,24.13,Yes,Yes,Fiber Optic,24,No,Yes,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.6,6127.6,0,0,1640.84,7768.44,1,Churned,Yes,1,69,5651,Competitor,Competitor had better devices,Yes
9134-CEQMF,Male,75,No,Yes,Yes,No,0,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,"2,223",Q3,Yes,1,7,Offer E,Yes,13.63,No,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.5,676.7,0,0,95.41,772.11,2,Churned,Yes,1,89,3077,Dissatisfaction,Network reliability,Yes
8519-IMDHU,Male,74,No,Yes,Yes,No,0,United States,California,Alderpoint,95511,"40.166028, -123.584144",40.166028,-123.584144,261,Q3,Yes,1,15,,Yes,45.25,Yes,Yes,Cable,22,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.6,1345.55,0,0,678.75,2024.3,1,Churned,Yes,1,83,4981,Competitor,Competitor had better devices,Yes
3372-KWFBM,Male,76,No,Yes,No,No,0,United States,California,Bayside,95524,"40.825486, -124.049485",40.825486,-124.049485,"1,689",Q3,No,0,16,,Yes,19.18,Yes,Yes,Fiber Optic,22,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.6,1281,0,0,306.88,1587.88,3,Churned,Yes,1,81,2508,Dissatisfaction,Network reliability,No
7206-GZCDC,Female,75,No,Yes,No,No,0,United States,California,Loleta,95551,"40.665952, -124.240051",40.665952,-124.240051,"1,447",Q3,No,0,1,Offer E,Yes,29.68,No,Yes,Cable,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.25,69.25,0,0,29.68,98.93,2,Churned,Yes,1,75,4371,Attitude,Attitude of support person,No
1768-ZAIFU,Female,74,No,Yes,No,No,0,United States,California,Rio Dell,95562,"40.485849, -124.163234",40.485849,-124.163234,"3,284",Q3,No,0,1,,No,0,No,Yes,Cable,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.2,25.2,0,0,0,25.2,1,Churned,Yes,1,67,5688,Competitor,Competitor made better offer,No
3793-MMFUH,Female,73,No,Yes,No,No,0,United States,California,Davis,95618,"38.544002, -121.685559",38.544002,-121.685559,648,Q3,No,0,13,,Yes,19.03,Yes,Yes,Fiber Optic,24,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.05,1290,0,0,247.39,1537.39,1,Churned,Yes,1,90,2230,Competitor,Competitor made better offer,No
6567-HOOPW,Female,69,No,Yes,No,No,0,United States,California,Folsom,95630,"38.672638, -121.147403",38.672638,-121.147403,"51,855",Q3,No,0,1,,Yes,20.06,No,Yes,Fiber Optic,24,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.2,79.2,0,0,20.06,99.26,3,Churned,Yes,1,76,4363,Competitor,Competitor made better offer,No
8621-MNIHH,Female,75,No,Yes,Yes,No,0,United States,California,Madison,95653,"38.674276, -121.961866",38.674276,-121.961866,844,Q3,Yes,1,34,,Yes,2.88,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.25,3217.55,0,0,97.92,3315.47,1,Churned,Yes,1,88,3369,Competitor,Competitor had better devices,Yes
5419-CONWX,Female,65,No,Yes,No,No,0,United States,California,Pleasant Grove,95668,"38.833554, -121.498102",38.833554,-121.498102,901,Q3,No,0,4,,Yes,12.68,No,Yes,Fiber Optic,10,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.8,442.85,0,0,50.72,493.57,1,Churned,Yes,1,89,2268,Competitor,Competitor had better devices,No
7024-OHCCK,Female,77,No,Yes,No,No,0,United States,California,Sheridan,95681,"38.984756, -121.345074",38.984756,-121.345074,"1,219",Q3,No,0,2,,Yes,19.27,Yes,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.85,170.85,0,0,38.54,209.39,3,Churned,Yes,1,72,4193,Other,Poor expertise of online support,No
5357-TZHPP,Male,67,No,Yes,No,No,0,United States,California,Wheatland,95692,"39.043387, -121.409837",39.043387,-121.409837,"3,600",Q3,No,0,9,,Yes,30.8,Yes,Yes,Fiber Optic,18,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,84.4,732.5,0,0,277.2,1009.7,2,Churned,Yes,1,83,5745,Attitude,Attitude of support person,No
0506-LVNGN,Female,78,No,Yes,No,No,0,United States,California,Rancho Cordova,95742,"38.591134, -121.161585",38.591134,-121.161585,299,Q3,No,0,5,,Yes,42.33,No,Yes,Fiber Optic,9,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.55,349.65,0,0,211.65,561.3,1,Churned,Yes,1,90,4028,Competitor,Competitor had better devices,No
9809-IMGCQ,Male,65,No,Yes,No,No,0,United States,California,Canyon Dam,95923,"40.171312, -121.120605",40.171312,-121.120605,86,Q3,No,0,22,Offer D,Yes,40.18,Yes,Yes,Fiber Optic,8,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,96.7,2082.95,0,100,883.96,3066.91,1,Churned,Yes,1,93,4458,Competitor,Competitor made better offer,No
3254-YRILK,Male,74,No,Yes,No,No,0,United States,California,Dobbins,95935,"39.381174, -121.21191",39.381174,-121.21191,614,Q3,No,0,19,Offer D,Yes,39.97,Yes,Yes,Fiber Optic,9,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.2,1775.8,0,0,759.43,2535.23,1,Churned,Yes,1,69,5683,Competitor,Competitor had better devices,No
0529-ONKER,Male,70,No,Yes,No,No,0,United States,California,Forest Ranch,95942,"40.077028, -121.494168",40.077028,-121.494168,"1,351",Q3,No,0,15,Offer D,Yes,46.38,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.65,1146.65,0,0,695.7,1842.35,3,Churned,Yes,1,96,2099,Attitude,Attitude of support person,No
5240-IJOQT,Male,69,No,Yes,No,No,0,United States,California,Grass Valley,95949,"39.099204, -121.137962",39.099204,-121.137962,"17,922",Q3,No,0,1,,Yes,11.34,Yes,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.7,74.7,0,0,11.34,86.04,1,Churned,Yes,1,88,3348,Competitor,Competitor had better devices,No
0661-XEYAN,Female,76,No,Yes,No,No,0,United States,California,Nevada City,95959,"39.333737, -120.858667",39.333737,-120.858667,"17,269",Q3,No,0,1,,No,0,No,Yes,DSL,26,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,25.8,25.8,0,20,0,45.8,1,Churned,Yes,1,90,3884,Competitor,Competitor had better devices,No
2660-EMUBI,Male,71,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,10,Offer D,Yes,41.37,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.35,898.35,0,0,413.7,1312.05,1,Churned,Yes,1,75,5353,Competitor,Competitor made better offer,No
7675-OZCZG,Female,76,No,Yes,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,3,,Yes,30.14,No,Yes,DSL,6,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,45,127.1,0,10,90.42,227.52,3,Churned,Yes,1,77,4145,Competitor,Competitor made better offer,No
9391-EOYLI,Male,77,No,Yes,Yes,No,0,United States,California,Lewiston,96052,"40.704293, -122.803899",40.704293,-122.803899,"1,845",Q3,Yes,1,12,Offer D,Yes,6.97,No,Yes,Fiber Optic,19,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.45,950.2,0,0,83.64,1033.84,2,Churned,Yes,1,69,5374,Competitor,Competitor made better offer,Yes
2761-OCIAX,Male,74,No,Yes,No,No,0,United States,California,Palo Cedro,96073,"40.582399, -122.195512",40.582399,-122.195512,"4,931",Q3,No,0,2,,Yes,6.51,No,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.7,165.4,0,0,13.02,178.42,2,Churned,Yes,1,81,2803,Competitor,Competitor made better offer,No
3068-OMWZA,Male,77,No,Yes,No,No,0,United States,California,Round Mountain,96084,"40.923558, -122.059933",40.923558,-122.059933,459,Q3,No,0,1,,Yes,49.6,Yes,Yes,Fiber Optic,20,No,No,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,88.8,88.8,0,10,49.6,148.4,1,Churned,Yes,1,91,3106,Competitor,Competitor made better offer,No
4154-AQUGT,Male,76,No,Yes,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,13,Offer D,Yes,1.47,No,Yes,Fiber Optic,5,No,Yes,No,Yes,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.05,1169.35,0,0,19.11,1188.46,1,Churned,Yes,1,82,3861,Competitor,Competitor made better offer,Yes
8017-LXHFA,Female,77,No,Yes,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,23,Offer D,Yes,31.17,No,Yes,Fiber Optic,23,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.75,2293.6,0,0,716.91,3010.51,2,Churned,Yes,1,95,2740,Competitor,Competitor made better offer,No
4248-QPAVC,Female,80,No,Yes,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,17,Offer D,Yes,36.82,Yes,Yes,Fiber Optic,6,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.35,1463.45,0,0,625.94,2089.39,1,Churned,Yes,1,90,3209,Competitor,Competitor made better offer,Yes
4690-LLKUA,Male,68,No,Yes,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,17,,Yes,40.93,No,Yes,DSL,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.05,770.6,0,0,695.81,1466.41,1,Churned,Yes,1,93,3797,Competitor,Competitor made better offer,No
9490-DFPMD,Female,79,No,Yes,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,42,,Yes,9.53,Yes,Yes,Fiber Optic,17,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.65,3541.35,0,0,400.26,3941.61,2,Churned,Yes,1,90,4871,Competitor,Competitor made better offer,No
8580-AECUZ,Male,65,No,Yes,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,1,,Yes,42.3,No,Yes,Fiber Optic,16,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.1,79.1,0,0,42.3,121.4,3,Churned,Yes,1,92,5001,Competitor,Competitor made better offer,No
5047-LHVLY,Male,68,No,Yes,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,Offer E,Yes,39.78,No,Yes,Cable,12,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,50.15,50.15,0,0,39.78,89.93,2,Churned,Yes,1,91,3438,Competitor,Competitor made better offer,No
8375-DKEBR,Female,72,No,Yes,No,No,0,United States,California,Hermosa Beach,90254,"33.86532, -118.396336",33.86532,-118.396336,"18,693",Q3,No,0,1,Offer E,Yes,34.51,No,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.6,69.6,0,0,34.51,104.11,1,Churned,Yes,1,96,3438,Competitor,Competitor had better devices,No
7279-BUYWN,Female,66,No,Yes,No,No,0,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,"44,442",Q3,No,0,41,,Yes,27.95,Yes,Yes,Fiber Optic,23,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,113.2,4689.5,0,0,1145.95,5835.45,1,Churned,Yes,1,89,3380,Attitude,Attitude of support person,No
7156-MHUGY,Male,68,No,Yes,No,No,0,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,"33,528",Q3,No,0,13,,Yes,26.11,No,Yes,Fiber Optic,4,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,90.5,1201.15,29.84,140,339.43,1650.74,1,Churned,Yes,1,76,5394,Competitor,Competitor had better devices,No
9606-PBKBQ,Male,69,No,Yes,Yes,No,0,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,"63,136",Q3,Yes,1,32,,Yes,5.99,Yes,Yes,Fiber Optic,23,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85,2642.05,49.57,0,191.68,2784.16,1,Churned,Yes,1,94,4584,Attitude,Attitude of support person,Yes
3536-IQCTX,Male,76,No,Yes,Yes,No,0,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,"23,984",Q3,Yes,1,32,,Yes,49.6,Yes,Yes,Fiber Optic,10,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85.3,2661.1,0,0,1587.2,4248.3,1,Churned,Yes,1,75,2712,Competitor,Competitor had better devices,Yes
3132-TVFDZ,Male,70,No,Yes,Yes,No,0,United States,California,Glendale,91202,"34.167926, -118.267539",34.167926,-118.267539,"21,990",Q3,Yes,1,57,,No,0,No,Yes,Cable,3,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,44.85,2572.95,12.07,0,0,2560.88,2,Churned,Yes,1,82,5172,Attitude,Attitude of support person,Yes
8080-DDEMJ,Male,71,No,Yes,No,No,0,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,"17,015",Q3,No,0,1,Offer E,Yes,15.28,No,Yes,Cable,14,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.1,45.1,0,0,15.28,60.38,2,Churned,Yes,1,79,4499,Attitude,Attitude of support person,No
6702-OHFWR,Male,75,No,Yes,No,No,0,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,"68,018",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,26,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,43.3,43.3,0,0,0,43.3,3,Churned,Yes,1,91,4972,Other,Poor expertise of online support,No
4510-PYUSH,Female,67,No,Yes,No,No,0,United States,California,Sylmar,91342,"34.321621, -118.399841",34.321621,-118.399841,"81,986",Q3,No,0,38,,Yes,26.1,No,Yes,DSL,27,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,57.15,2250.65,0,0,991.8,3242.45,1,Churned,Yes,1,75,3110,Attitude,Attitude of support person,No
8840-DQLGN,Female,65,No,Yes,Yes,No,0,United States,California,Burbank,91502,"34.177267, -118.31003",34.177267,-118.31003,"11,517",Q3,Yes,1,35,,Yes,15.98,Yes,Yes,Cable,22,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.5,3653.35,0,0,559.3,4212.65,1,Churned,Yes,1,81,4745,Attitude,Attitude of support person,Yes
4193-ORFCL,Female,80,No,Yes,No,No,0,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,"45,358",Q3,No,0,1,Offer E,Yes,15.24,No,Yes,DSL,14,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.1,45.1,0,0,15.24,60.34,1,Churned,Yes,1,70,2740,Competitor,Competitor had better devices,No
7776-QWNFX,Male,71,No,Yes,Yes,No,0,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,"75,319",Q3,Yes,1,30,,Yes,4.65,No,Yes,DSL,29,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.4,1527.5,0,0,139.5,1667,3,Churned,Yes,1,83,4795,Attitude,Attitude of support person,Yes
6689-TCZHQ,Female,70,No,Yes,No,No,0,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,"34,716",Q3,No,0,5,Offer E,Yes,12.27,No,Yes,Fiber Optic,20,No,No,No,No,No,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,78.95,378.4,0,0,61.35,439.75,3,Churned,Yes,1,65,4054,Attitude,Attitude of support person,No
9497-QCMMS,Male,73,No,Yes,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,1,Offer E,Yes,30.17,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.55,93.55,0,0,30.17,123.72,1,Churned,Yes,1,81,5536,Competitor,Competitor made better offer,No
3424-NMNBO,Male,78,No,Yes,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,58,,Yes,49.38,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,108.85,6287.25,0,0,2864.04,9151.29,1,Churned,Yes,1,91,4739,Competitor,Competitor made better offer,Yes
4514-GFCFI,Female,76,No,Yes,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,16,,Yes,17.51,Yes,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.75,1350.15,0,0,280.16,1630.31,2,Churned,Yes,1,91,5136,Attitude,Attitude of support person,No
8000-REIQB,Female,73,No,Yes,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,1,Offer E,Yes,22.5,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.95,69.95,0,10,22.5,102.45,2,Churned,Yes,1,94,3208,Competitor,Competitor made better offer,No
4795-KTRTH,Female,68,No,Yes,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,"34,902",Q3,Yes,1,5,Offer E,Yes,47.28,Yes,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,81,371.65,40.64,10,236.4,577.41,1,Churned,Yes,1,91,4287,Competitor,Competitor made better offer,Yes
9961-JBNMK,Male,79,No,Yes,No,No,0,United States,California,Desert Center,92239,"33.889605, -115.257009",33.889605,-115.257009,964,Q3,No,0,21,,Yes,42.27,No,Yes,Fiber Optic,7,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.8,2030.3,10.2,0,887.67,2907.77,1,Churned,Yes,1,87,4317,Dissatisfaction,Product dissatisfaction,No
6179-GJPSO,Female,67,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,43,,Yes,31.83,No,Yes,Fiber Optic,10,Yes,Yes,No,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,108.15,4600.7,0,0,1368.69,5969.39,1,Churned,Yes,1,86,2833,Competitor,Competitor made better offer,No
8290-YWKHZ,Female,69,No,Yes,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,32,,Yes,33.74,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.2,2931,17.88,0,1079.68,3992.8,3,Churned,Yes,1,90,5247,Competitor,Competitor made better offer,Yes
8051-HJRLT,Female,72,No,Yes,No,No,0,United States,California,Wrightwood,92397,"34.358321, -117.618263",34.358321,-117.618263,"4,253",Q3,No,0,1,Offer E,Yes,18.2,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.55,70.55,0,0,18.2,88.75,3,Churned,Yes,1,82,2146,Attitude,Attitude of service provider,No
4021-RQSNY,Male,75,No,Yes,Yes,No,0,United States,California,Moreno Valley,92555,"33.907361, -117.109972",33.907361,-117.109972,"12,743",Q3,Yes,1,29,,Yes,25.78,Yes,Yes,Fiber Optic,28,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,98.5,3004.15,37.55,40,747.62,3754.22,3,Churned,Yes,1,72,5137,Attitude,Attitude of service provider,Yes
9061-TIHDA,Male,67,No,Yes,Yes,No,0,United States,California,Murrieta,92563,"33.581045, -117.14719",33.581045,-117.14719,"18,311",Q3,Yes,1,13,,Yes,31.7,Yes,Yes,Cable,6,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.25,1233.65,48.09,0,412.1,1597.66,1,Churned,Yes,1,90,2982,Competitor,Competitor had better devices,Yes
8699-ASUFO,Male,72,No,Yes,Yes,No,0,United States,California,Nuevo,92567,"33.82769, -117.102244",33.82769,-117.102244,"7,344",Q3,Yes,1,7,,Yes,8.92,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.4,527.9,32.46,0,62.44,557.88,3,Churned,Yes,1,96,4969,Attitude,Attitude of service provider,Yes
4695-WJZUE,Female,68,No,Yes,No,No,0,United States,California,Irvine,92606,"33.703976, -117.824172",33.703976,-117.824172,"17,621",Q3,No,0,2,,Yes,21.57,Yes,Yes,Fiber Optic,28,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,88.55,179.25,0,0,43.14,222.39,1,Churned,Yes,1,80,3685,Competitor,Competitor had better devices,No
3988-RQIXO,Female,68,No,Yes,No,No,0,United States,California,Corona Del Mar,92625,"33.600987, -117.862734",33.600987,-117.862734,"13,422",Q3,No,0,1,,Yes,43.61,No,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,91.3,91.3,0,0,43.61,134.91,3,Churned,Yes,1,71,2371,Attitude,Attitude of service provider,No
5931-FLJJF,Male,75,No,Yes,Yes,No,0,United States,California,Midway City,92655,"33.744439, -117.98588",33.744439,-117.98588,"8,660",Q3,Yes,1,7,,Yes,16.05,No,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.1,467.55,20.23,0,112.35,559.67,2,Churned,Yes,1,83,3669,Attitude,Attitude of service provider,Yes
3207-OYBWH,Male,74,No,Yes,Yes,No,0,United States,California,Newport Beach,92661,"33.601309, -117.902304",33.601309,-117.902304,"4,242",Q3,Yes,1,57,,Yes,49.91,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.25,5427.05,12.59,0,2844.87,8259.33,2,Churned,Yes,1,86,6259,Attitude,Attitude of support person,Yes
7216-EWTRS,Female,78,No,Yes,Yes,No,0,United States,California,Newport Beach,92663,"33.62251, -117.927024",33.62251,-117.927024,"22,133",Q3,Yes,4,1,,Yes,17.35,Yes,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.8,100.8,0,0,17.35,118.15,1,Churned,Yes,1,65,3128,Attitude,Attitude of service provider,Yes
2528-HFYZX,Male,66,No,Yes,Yes,No,0,United States,California,Santa Ana,92706,"33.765893, -117.881533",33.765893,-117.881533,"37,879",Q3,Yes,2,17,,Yes,1.05,No,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.45,1233.4,0,0,17.85,1251.25,1,Churned,Yes,1,92,3266,Competitor,Competitor had better devices,Yes
4140-MUHUG,Female,73,No,Yes,No,No,0,United States,California,Oak View,93022,"34.404544, -119.302118",34.404544,-119.302118,"6,503",Q3,No,0,3,,Yes,18.38,No,Yes,Fiber Optic,20,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.85,220.95,0,0,55.14,276.09,2,Churned,Yes,1,70,3561,Attitude,Attitude of service provider,No
1587-FKLZB,Male,79,No,Yes,Yes,No,0,United States,California,Santa Barbara,93101,"34.419203, -119.710008",34.419203,-119.710008,"31,727",Q3,Yes,1,66,Offer A,Yes,28.86,Yes,Yes,Fiber Optic,25,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,99.5,6822.15,0,0,1904.76,8726.91,1,Churned,Yes,1,96,4479,Competitor,Competitor had better devices,Yes
5440-FLBQG,Male,69,No,Yes,Yes,No,0,United States,California,Santa Barbara,93110,"34.437945, -119.77191",34.437945,-119.77191,"15,757",Q3,Yes,1,69,Offer A,Yes,48.88,Yes,Yes,Fiber Optic,4,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,108.4,7318.2,0,0,3372.72,10690.92,3,Churned,Yes,1,73,4708,Attitude,Attitude of service provider,Yes
2774-LVQUS,Female,65,No,Yes,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,2,15,,Yes,44.13,Yes,Yes,Fiber Optic,3,No,No,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,83.05,1258.3,0,110,661.95,2030.25,3,Churned,Yes,1,70,2596,Competitor,Competitor made better offer,Yes
4612-THJBS,Female,68,No,Yes,No,No,0,United States,California,Terra Bella,93270,"35.939068, -119.043666",35.939068,-119.043666,"5,868",Q3,No,0,56,,Yes,34.58,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,104.75,5510.65,0,0,1936.48,7447.13,3,Churned,Yes,1,93,5605,Attitude,Attitude of service provider,No
4094-NSEDU,Female,79,No,Yes,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,21,,Yes,21.15,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.25,1973.75,0,0,444.15,2417.9,2,Churned,Yes,1,73,4819,Competitor,Competitor made better offer,No
1846-XWOQN,Female,80,No,Yes,No,No,0,United States,California,Bradley,93426,"35.842889, -121.004862",35.842889,-121.004862,"1,363",Q3,No,0,1,,Yes,47.97,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.15,70.15,0,0,47.97,118.12,2,Churned,Yes,1,71,2825,Competitor,Competitor made better offer,No
3757-NJYBX,Male,77,No,Yes,Yes,No,0,United States,California,Nipomo,93444,"35.050345, -120.489599",35.050345,-120.489599,"15,405",Q3,Yes,3,32,,Yes,7.92,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,106.35,3520.75,0,0,253.44,3774.19,2,Churned,Yes,1,65,4113,Other,Moved,Yes
9898-KZQDZ,Female,65,No,Yes,Yes,No,0,United States,California,Lee Vining,93541,"37.890145, -119.184087",37.890145,-119.184087,504,Q3,Yes,1,40,,Yes,49.5,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.55,3640.45,0,0,1980,5620.45,1,Churned,Yes,1,95,5676,Competitor,Competitor had better devices,Yes
8263-JQAIK,Male,66,No,Yes,No,No,0,United States,California,Palmdale,93591,"34.598221, -117.79593",34.598221,-117.79593,"6,787",Q3,No,0,2,,No,0,No,Yes,DSL,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,24.45,47.5,0,0,0,47.5,3,Churned,Yes,1,77,5573,Competitor,Competitor offered more data,No
2205-YMZZJ,Male,75,No,Yes,No,No,0,United States,California,Clovis,93612,"36.814539, -119.711868",36.814539,-119.711868,"33,856",Q3,No,0,7,,Yes,39.51,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,84.8,546.95,0,0,276.57,823.52,3,Churned,Yes,1,70,2015,Competitor,Competitor made better offer,No
1254-IZEYF,Female,74,No,Yes,No,No,0,United States,California,Cutler,93615,"36.497895, -119.285484",36.497895,-119.285484,"5,519",Q3,No,0,31,,Yes,39.36,Yes,Yes,Fiber Optic,4,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.95,3186.65,0,0,1220.16,4406.81,3,Churned,Yes,1,96,5362,Competitor,Competitor made better offer,No
9221-OTIVJ,Female,80,No,Yes,No,No,0,United States,California,Dunlap,93621,"36.789213, -119.140338",36.789213,-119.140338,506,Q3,No,0,14,,Yes,29.96,Yes,Yes,Fiber Optic,7,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.85,1531.4,0,0,419.44,1950.84,1,Churned,Yes,1,86,2292,Dissatisfaction,Product dissatisfaction,No
5908-QMGOE,Male,74,No,Yes,No,No,0,United States,California,Fowler,93625,"36.625792, -119.672483",36.625792,-119.672483,"5,635",Q3,No,0,15,,Yes,23.53,Yes,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.2,1133.9,43.31,0,352.95,1443.54,1,Churned,Yes,1,80,4553,Competitor,Competitor had better devices,No
0397-GZBBC,Male,70,No,Yes,Yes,No,0,United States,California,South Dos Palos,93665,"36.959731, -120.653519",36.959731,-120.653519,343,Q3,No,0,59,,Yes,10.78,Yes,Yes,Fiber Optic,15,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.85,5574.75,8.13,0,636.02,6202.64,2,Churned,Yes,1,85,5390,Price,Price too high,Yes
7641-EUYET,Male,76,No,Yes,Yes,No,0,United States,California,Tranquillity,93668,"36.635661, -120.288644",36.635661,-120.288644,"1,130",Q3,Yes,3,46,,Yes,49.11,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.7,4541.2,46.64,0,2259.06,6753.62,1,Churned,Yes,1,72,5712,Dissatisfaction,Product dissatisfaction,Yes
8922-LIEGH,Female,72,No,Yes,No,No,0,United States,California,Jolon,93928,"35.930782, -121.189757",35.930782,-121.189757,254,Q3,No,0,25,,Yes,36.36,Yes,Yes,Fiber Optic,6,No,Yes,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.7,2187.55,23.33,0,909,3073.22,3,Churned,Yes,1,82,4078,Dissatisfaction,Poor expertise of online support,No
8245-UMPYT,Female,66,No,Yes,No,No,0,United States,California,Lockwood,93932,"35.989792, -121.055933",35.989792,-121.055933,538,Q3,No,0,16,,Yes,32.11,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.4,1581.2,47.2,0,513.76,2047.76,3,Churned,Yes,1,80,2688,Dissatisfaction,Poor expertise of phone support,No
5186-SAMNZ,Male,75,No,Yes,No,No,0,United States,California,Marina,93933,"36.689582, -121.758398",36.689582,-121.758398,"21,759",Q3,No,0,1,,Yes,41.2,No,Yes,Fiber Optic,15,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.5,69.5,0,80,41.2,190.7,2,Churned,Yes,1,77,3273,Price,Price too high,No
5373-SFODM,Male,65,No,Yes,Yes,No,0,United States,California,San Lucas,93954,"36.125529, -120.864443",36.125529,-120.864443,521,Q3,Yes,1,36,,Yes,24.54,Yes,Yes,Fiber Optic,5,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.25,3132.75,0,0,883.44,4016.19,2,Churned,Yes,1,82,3041,Dissatisfaction,Product dissatisfaction,Yes
0022-TCJCI,Male,79,No,Yes,No,No,0,United States,California,Daly City,94015,"37.680844, -122.48131",37.680844,-122.48131,"63,337",Q3,No,0,45,,Yes,10.67,No,Yes,DSL,17,Yes,No,Yes,No,No,Yes,No,Yes,One Year,No,Credit Card,62.7,2791.5,0,0,480.15,3271.65,1,Churned,Yes,1,92,2654,Dissatisfaction,Limited range of services,No
5130-IEKQT,Male,73,No,Yes,No,No,0,United States,California,San Francisco,94109,"37.794487, -122.42227",37.794487,-122.42227,"56,330",Q3,No,0,25,Offer C,Yes,46.34,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,No,Credit Card,105.95,2655.25,0,0,1158.5,3813.75,2,Churned,Yes,1,91,4283,Price,Price too high,No
3269-ATYWD,Male,79,No,Yes,No,No,0,United States,California,San Francisco,94123,"37.800254, -122.436975",37.800254,-122.436975,"22,920",Q3,No,0,39,Offer C,Yes,41.93,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,95.65,3759.05,0,150,1635.27,5544.32,1,Churned,Yes,1,65,4892,Other,Don't know,No
0354-WYROK,Female,70,No,Yes,Yes,No,0,United States,California,San Francisco,94130,"37.820894, -122.369725",37.820894,-122.369725,"1,458",Q3,Yes,1,31,Offer C,Yes,47.95,No,Yes,Fiber Optic,21,No,No,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,98.9,2911.3,0,0,1486.45,4397.75,2,Churned,Yes,1,91,4050,Other,Don't know,Yes
7576-OYWBN,Male,71,No,Yes,No,No,0,United States,California,San Mateo,94402,"37.556634, -122.317723",37.556634,-122.317723,"23,393",Q3,No,0,3,,Yes,30.25,Yes,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.05,231.8,0,0,90.75,322.55,1,Churned,Yes,1,67,2930,Competitor,Competitor had better devices,No
5539-TMZLF,Male,69,No,Yes,No,No,0,United States,California,Concord,94520,"38.013825, -122.039144",38.013825,-122.039144,"36,186",Q3,No,0,1,,Yes,33.84,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.75,69.75,0,0,33.84,103.59,1,Churned,Yes,1,69,5057,Competitor,Competitor had better devices,No
3336-JORSO,Female,70,No,Yes,No,No,0,United States,California,Hayward,94542,"37.656695, -122.048361",37.656695,-122.048361,"11,147",Q3,No,0,33,Offer C,Yes,17.24,Yes,Yes,Fiber Optic,25,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,110.45,3655.45,0,70,568.92,4294.37,1,Churned,Yes,1,80,3401,Dissatisfaction,Product dissatisfaction,No
6861-XWTWQ,Male,71,No,Yes,Yes,No,0,United States,California,Napa,94559,"38.232389, -122.324944",38.232389,-122.324944,"26,894",Q3,Yes,1,7,,Yes,42.92,Yes,Yes,Fiber Optic,2,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.25,665.45,0,0,300.44,965.89,2,Churned,Yes,1,90,2487,Attitude,Attitude of support person,Yes
4283-FUTGF,Male,67,No,Yes,No,No,0,United States,California,El Sobrante,94803,"37.963995, -122.288296",37.963995,-122.288296,"25,399",Q3,No,0,19,,Yes,16.78,Yes,Yes,Fiber Optic,15,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.85,1471.75,0,0,318.82,1790.57,3,Churned,Yes,1,65,3715,Dissatisfaction,Network reliability,No
2397-BRLOM,Male,67,No,Yes,Yes,No,0,United States,California,San Rafael,94901,"37.972662, -122.491452",37.972662,-122.491452,"40,239",Q3,Yes,2,8,,Yes,26.99,No,Yes,Fiber Optic,2,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,80.45,583.45,0,0,215.92,799.37,1,Churned,Yes,1,91,3443,Other,Don't know,Yes
8510-AWCXC,Female,69,No,Yes,No,No,0,United States,California,Novato,94945,"38.135897, -122.563683",38.135897,-122.563683,"16,429",Q3,No,0,13,Offer D,Yes,7.22,Yes,Yes,Fiber Optic,28,Yes,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.8,1308.1,0,0,93.86,1401.96,1,Churned,Yes,1,65,3269,Attitude,Attitude of support person,No
8225-BTJAU,Male,75,No,Yes,No,No,0,United States,California,Stinson Beach,94970,"37.921137, -122.657562",37.921137,-122.657562,781,Q3,No,0,10,Offer D,Yes,7.51,No,Yes,Fiber Optic,18,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.25,793.55,0,0,75.1,868.65,1,Churned,Yes,1,87,3856,Competitor,Competitor had better devices,No
1724-BQUHA,Male,67,No,Yes,No,No,0,United States,California,Los Gatos,95032,"37.233034, -121.947427",37.233034,-121.947427,"24,443",Q3,No,0,5,,Yes,45.72,No,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.5,477.7,0,0,228.6,706.3,2,Churned,Yes,1,66,2718,Attitude,Attitude of support person,No
4826-XTSOH,Male,66,No,Yes,Yes,No,0,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,899,Q3,No,0,1,,Yes,38.78,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.05,86.05,0,0,38.78,124.83,1,Churned,Yes,1,96,4843,Competitor,Competitor had better devices,Yes
2408-WITXK,Female,67,No,Yes,No,No,0,United States,California,San Jose,95110,"37.34667, -121.910019",37.34667,-121.910019,"18,197",Q3,No,0,10,Offer D,No,0,No,Yes,DSL,4,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,34.7,329.8,0,0,0,329.8,1,Churned,Yes,1,92,3244,Other,Deceased,No
2634-HCZGT,Male,71,No,Yes,Yes,No,0,United States,California,San Jose,95126,"37.327069, -121.916819",37.327069,-121.916819,"27,023",Q3,Yes,1,53,,Yes,21.67,Yes,Yes,Cable,6,Yes,No,No,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,60.05,3229.65,0,100,1148.51,4478.16,1,Churned,Yes,1,77,5271,Other,Moved,Yes
7503-QQRVF,Male,74,No,Yes,Yes,No,0,United States,California,San Jose,95127,"37.375156, -121.795867",37.375156,-121.795867,"60,620",Q3,Yes,1,16,Offer D,Yes,26.12,No,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.3,1178.25,0,0,417.92,1596.17,1,Churned,Yes,1,81,2076,Competitor,Competitor had better devices,Yes
0709-TVGUR,Female,70,No,Yes,No,No,0,United States,California,Stockton,95207,"38.002125, -121.324979",38.002125,-121.324979,"49,965",Q3,No,0,9,,Yes,17.56,Yes,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.55,622.9,33.25,0,158.04,747.69,1,Churned,Yes,1,69,3145,Competitor,Competitor had better devices,No
3001-CBHLQ,Male,76,No,Yes,Yes,No,0,United States,California,Angels Camp,95222,"38.071327, -120.632221",38.071327,-120.632221,"4,264",Q3,Yes,1,32,Offer C,Yes,43.51,Yes,Yes,Fiber Optic,22,No,No,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.9,3351.55,33.73,0,1392.32,4710.14,1,Churned,Yes,1,79,3966,Attitude,Attitude of support person,Yes
4102-OQUPX,Male,67,No,Yes,Yes,No,0,United States,California,Sheep Ranch,95250,"38.244806, -120.417301",38.244806,-120.417301,88,Q3,Yes,1,1,,Yes,17.36,Yes,Yes,Fiber Optic,29,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,74.4,74.4,0,30,17.36,121.76,3,Churned,Yes,1,91,5429,Competitor,Competitor made better offer,Yes
3999-QGRJH,Male,80,No,Yes,No,No,0,United States,California,Ballico,95303,"37.4695, -120.672724",37.4695,-120.672724,809,Q3,No,0,8,,Yes,14.89,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.7,560.85,0,0,119.12,679.97,1,Churned,Yes,1,88,3068,Dissatisfaction,Product dissatisfaction,No
2454-RPBRZ,Female,67,No,Yes,Yes,No,0,United States,California,Catheys Valley,95306,"37.394411, -120.127262",37.394411,-120.127262,986,Q3,Yes,1,12,Offer D,Yes,30.63,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,98.1,1060.2,49.06,0,367.56,1378.7,3,Churned,Yes,1,90,2709,Dissatisfaction,Service dissatisfaction,Yes
2265-CYWIV,Female,68,No,Yes,Yes,No,0,United States,California,Hickman,95323,"37.605926, -120.69955",37.605926,-120.69955,"1,055",Q3,Yes,1,4,,Yes,18.91,Yes,Yes,Fiber Optic,20,Yes,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.6,347.65,25.79,0,75.64,397.5,1,Churned,Yes,1,77,4708,Dissatisfaction,Network reliability,Yes
4550-VBOFE,Male,69,No,Yes,Yes,No,0,United States,California,Soulsbyville,95372,"37.990574, -120.261821",37.990574,-120.261821,"1,519",Q3,Yes,1,70,,Yes,17.45,Yes,Yes,Fiber Optic,20,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,102.95,7101.5,15.24,0,1221.5,8307.76,1,Churned,Yes,1,91,5005,Competitor,Competitor had better devices,Yes
7409-KIUTL,Female,80,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,1,,Yes,28.64,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71,71,0,0,28.64,99.64,3,Churned,Yes,1,72,5345,Competitor,Competitor made better offer,No
1732-VHUBQ,Female,73,No,Yes,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,1,47,,Yes,26.95,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.55,3309.25,26.99,0,1266.65,4548.91,3,Churned,Yes,1,82,4457,Competitor,Competitor made better offer,Yes
0679-IDSTG,Female,73,No,Yes,Yes,No,0,United States,California,Branscomb,95417,"39.710591, -123.682799",39.710591,-123.682799,176,Q3,Yes,1,1,,Yes,37.3,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.25,69.25,0,0,37.3,106.55,1,Churned,Yes,1,87,4568,Competitor,Competitor had better devices,Yes
8802-UNOJF,Male,65,No,Yes,No,No,0,United States,California,Philo,95466,"39.094102, -123.500853",39.094102,-123.500853,"1,113",Q3,No,0,12,Offer D,Yes,28.63,No,Yes,Cable,7,No,Yes,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,83.8,1029.75,44.58,80,343.56,1408.73,1,Churned,Yes,1,78,5565,Competitor,Competitor had better devices,No
6313-GIDIT,Male,73,No,Yes,No,No,0,United States,California,Point Arena,95468,"38.911299, -123.609588",38.911299,-123.609588,"1,352",Q3,No,0,53,,No,0,No,Yes,DSL,25,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.45,2854.55,20.16,0,0,2834.39,2,Churned,Yes,1,65,6280,Price,Price too high,No
2845-AFFTX,Male,78,No,Yes,Yes,No,0,United States,California,Westport,95488,"39.724433, -123.767578",39.724433,-123.767578,309,Q3,No,0,41,,Yes,22.56,Yes,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.8,4259.3,8.88,0,924.96,5175.38,1,Churned,Yes,1,76,4726,Dissatisfaction,Product dissatisfaction,Yes
2815-CPTUL,Male,68,No,Yes,No,No,0,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,532,Q3,No,0,5,,Yes,2.27,No,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.25,331.9,12.48,0,11.35,330.77,2,Churned,Yes,1,89,3684,Price,Price too high,No
1891-FZYSA,Male,65,No,Yes,Yes,No,0,United States,California,Piercy,95587,"39.955587, -123.681175",39.955587,-123.681175,200,Q3,Yes,1,69,,Yes,16.34,Yes,Yes,Fiber Optic,4,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,89.95,6143.15,6.79,110,1127.46,7373.82,1,Churned,Yes,1,82,6363,Competitor,Competitor had better devices,Yes
9685-WKZGT,Male,67,No,Yes,No,No,0,United States,California,Carmichael,95608,"38.626128, -121.328011",38.626128,-121.328011,"58,830",Q3,No,0,14,Offer D,Yes,16.32,Yes,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,1036.75,39.29,0,228.48,1225.94,3,Churned,Yes,1,70,2075,Price,Extra data charges,No
6022-UGGSO,Female,70,No,Yes,No,No,0,United States,California,Citrus Heights,95610,"38.69508, -121.271616",38.69508,-121.271616,"43,718",Q3,No,0,32,Offer C,Yes,33.22,No,Yes,Fiber Optic,9,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.4,2276.95,44.31,0,1063.04,3295.68,1,Churned,Yes,1,90,2091,Competitor,Competitor had better devices,No
3923-CSIHK,Female,69,No,Yes,Yes,No,0,United States,California,Herald,95638,"38.313447, -121.123886",38.313447,-121.123886,"1,745",Q3,Yes,1,50,,Yes,4.6,No,Yes,Cable,24,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71.05,3444.85,0,0,230,3674.85,3,Churned,Yes,1,94,5746,Other,Poor expertise of online support,Yes
3677-IYRBF,Female,73,No,Yes,No,No,0,United States,California,Newcastle,95658,"38.883224, -121.15918",38.883224,-121.15918,"6,096",Q3,No,0,2,,No,0,No,Yes,DSL,13,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.4,78.65,0,0,0,78.65,1,Churned,Yes,1,90,4002,Attitude,Attitude of support person,No
8118-LSUEL,Male,74,No,Yes,No,No,0,United States,California,Roseville,95678,"38.759751, -121.288545",38.759751,-121.288545,"30,614",Q3,No,0,23,,Yes,17.62,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,106.4,2483.5,0,0,405.26,2888.76,1,Churned,Yes,1,79,5507,Dissatisfaction,Product dissatisfaction,No
5277-ZLOOR,Female,78,No,Yes,No,No,0,United States,California,Applegate,95703,"38.983388, -120.988814",38.983388,-120.988814,"1,526",Q3,No,0,2,Offer E,Yes,5.49,Yes,Yes,Fiber Optic,25,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.55,187.45,0,0,10.98,198.43,3,Churned,Yes,1,86,5512,Dissatisfaction,Network reliability,No
4248-HCETZ,Male,77,No,Yes,Yes,No,0,United States,California,Sacramento,95814,"38.584505, -121.491956",38.584505,-121.491956,"16,599",Q3,Yes,1,30,Offer C,Yes,6.23,No,Yes,Fiber Optic,4,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.65,2365.15,0,0,186.9,2552.05,3,Churned,Yes,1,73,2174,Attitude,Attitude of support person,Yes
9174-FKWZE,Female,70,No,Yes,No,No,0,United States,California,Sacramento,95819,"38.567594, -121.437507",38.567594,-121.437507,"15,975",Q3,No,0,1,,Yes,22.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.45,19.45,0,0,22.92,42.37,1,Churned,Yes,1,78,3848,Dissatisfaction,Limited range of services,No
5307-DZCVC,Female,78,No,Yes,Yes,No,0,United States,California,Sacramento,95835,"38.685069, -121.543709",38.685069,-121.543709,854,Q3,No,0,32,Offer C,Yes,48.95,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,85.95,2628.6,0,0,1566.4,4195,3,Churned,Yes,1,74,2431,Price,Extra data charges,Yes
8679-JOEVF,Female,75,No,Yes,No,No,0,United States,California,Sacramento,95838,"38.646096, -121.442433",38.646096,-121.442433,"34,894",Q3,No,0,16,,Yes,36.83,No,Yes,DSL,16,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59.4,1023.9,0,0,589.28,1613.18,1,Churned,Yes,1,87,5556,Price,Price too high,No
4803-AXVYP,Female,75,No,Yes,No,No,0,United States,California,Butte City,95920,"39.449794, -121.936372",39.449794,-121.936372,303,Q3,No,0,38,Offer C,Yes,47.39,Yes,Yes,Fiber Optic,2,No,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.55,3734.25,0,0,1800.82,5535.07,1,Churned,Yes,1,91,3474,Dissatisfaction,Service dissatisfaction,No
5649-ANRML,Male,76,No,Yes,No,No,0,United States,California,Clipper Mills,95930,"39.562239, -121.14836",39.562239,-121.14836,282,Q3,No,0,2,Offer E,Yes,12.96,No,Yes,Fiber Optic,20,No,Yes,Yes,Yes,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,95.1,180.25,0,0,25.92,206.17,3,Churned,Yes,1,90,4486,Other,Poor expertise of online support,No
7395-IGJOS,Male,70,No,Yes,Yes,No,0,United States,California,Quincy,95971,"39.971228, -121.041166",39.971228,-121.041166,"6,189",Q3,Yes,1,17,,Yes,9.5,No,Yes,Fiber Optic,16,No,No,No,No,No,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,81.5,1329.2,0,0,161.5,1490.7,2,Churned,Yes,1,79,3443,Competitor,Competitor made better offer,Yes
7890-VYYWG,Male,67,No,Yes,Yes,No,0,United States,California,Sutter,95982,"39.172777, -121.805845",39.172777,-121.805845,"3,193",Q3,Yes,1,3,Offer E,No,0,No,Yes,DSL,20,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,36.45,93.7,0,0,0,93.7,1,Churned,Yes,1,89,3766,Competitor,Competitor had better devices,Yes
9907-SWKKF,Female,69,No,Yes,No,No,0,United States,California,Twain,95984,"40.022184, -121.062384",40.022184,-121.062384,73,Q3,No,0,1,Offer E,No,0,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25.05,25.05,0,0,0,25.05,1,Churned,Yes,1,65,4842,Competitor,Competitor had better devices,No
6397-JNZZG,Female,70,No,Yes,Yes,No,0,United States,California,Adin,96006,"41.171578, -120.913161",41.171578,-120.913161,615,Q3,Yes,1,43,Offer B,No,0,No,Yes,DSL,21,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,No,Credit Card,55.55,2342.2,0,0,0,2342.2,1,Churned,Yes,1,85,2573,Competitor,Competitor had better devices,Yes
7779-LGOVN,Male,74,No,Yes,Yes,No,0,United States,California,Paskenta,96074,"39.884395, -122.587513",39.884395,-122.587513,263,Q3,Yes,2,10,,Yes,46.5,Yes,Yes,Cable,4,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.65,856.65,0,0,465,1321.65,1,Churned,Yes,1,84,4990,Dissatisfaction,Limited range of services,Yes
9710-ZUSHQ,Female,77,No,Yes,No,No,0,United States,California,Red Bluff,96080,"40.186772, -122.388361",40.186772,-122.388361,"26,438",Q3,No,0,37,Offer C,Yes,41.85,Yes,Yes,Fiber Optic,2,Yes,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,106.75,4056.75,0,0,1548.45,5605.2,1,Churned,Yes,1,92,5849,Price,Lack of affordable download/upload speed,No
3902-FOIGH,Male,66,No,Yes,Yes,No,0,United States,California,Doyle,96109,"40.012675, -120.101857",40.012675,-120.101857,"1,177",Q3,Yes,1,12,,Yes,48.5,Yes,Yes,Fiber Optic,4,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101.35,1218.55,0,0,582,1800.55,1,Churned,Yes,1,68,3967,Dissatisfaction,Product dissatisfaction,Yes
3318-OSATS,Male,70,No,Yes,No,No,0,United States,California,Sierra City,96125,"39.600599, -120.636358",39.600599,-120.636358,348,Q3,No,0,35,Offer C,Yes,35.1,Yes,Yes,Fiber Optic,29,No,No,No,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,95.45,3474.05,0,80,1228.5,4782.55,2,Churned,Yes,1,91,2080,Other,Don't know,No
2636-ALXXZ,Female,68,No,Yes,No,No,0,United States,California,Tahoe Vista,96148,"39.24124, -120.054765",39.24124,-120.054765,678,Q3,No,0,1,Offer E,Yes,45.8,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.6,69.6,0,0,45.8,115.4,2,Churned,Yes,1,74,2151,Dissatisfaction,Poor expertise of online support,No
9885-CSMWE,Female,65,No,Yes,No,No,0,United States,California,Los Angeles,90007,"34.027337, -118.28515",34.027337,-118.28515,"45,025",Q3,No,0,1,Offer E,Yes,18.37,No,Yes,Fiber Optic,13,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,78.45,78.45,0,0,18.37,96.82,1,Churned,Yes,1,67,2139,Dissatisfaction,Product dissatisfaction,No
8058-JMEQO,Female,76,No,Yes,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,9,Offer E,Yes,12.91,Yes,Yes,Fiber Optic,21,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.45,762.5,0,0,116.19,878.69,3,Churned,Yes,1,95,3543,Competitor,Competitor made better offer,No
7657-DYEPJ,Male,73,No,Yes,No,No,0,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,"44,150",Q3,No,0,38,Offer C,Yes,5.75,No,Yes,Cable,30,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,70.15,2497.35,0,0,218.5,2715.85,3,Churned,Yes,1,82,2645,Price,Lack of affordable download/upload speed,No
8276-MQBYC,Male,70,No,Yes,No,No,0,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,"30,568",Q3,No,0,51,Offer B,Yes,19.49,Yes,Yes,Fiber Optic,11,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,97.8,4913.3,0,0,993.99,5907.29,2,Churned,Yes,1,81,6204,Price,Long distance charges,No
6015-VVHHE,Female,68,No,Yes,No,No,0,United States,California,Los Angeles,90039,"34.110845, -118.259595",34.110845,-118.259595,"29,310",Q3,No,0,5,,Yes,41.83,Yes,Yes,Fiber Optic,25,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,83.15,446.05,0,0,209.15,655.2,3,Churned,Yes,1,96,2516,Dissatisfaction,Service dissatisfaction,No
2516-VQRRV,Female,77,No,Yes,No,No,0,United States,California,Culver City,90230,"33.993991, -118.39704",33.993991,-118.39704,"31,963",Q3,No,0,2,,Yes,23.46,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.45,158.4,0,0,46.92,205.32,3,Churned,Yes,1,65,3350,Price,Long distance charges,No
7580-UGXNC,Female,73,No,Yes,No,No,0,United States,California,Culver City,90232,"34.019323, -118.391902",34.019323,-118.391902,"15,195",Q3,No,0,2,,Yes,25.74,No,Yes,DSL,6,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,54.85,104.2,0,0,51.48,155.68,1,Churned,Yes,1,96,3016,Price,Extra data charges,No
5178-LMXOP,Male,71,No,Yes,Yes,No,0,United States,California,Gardena,90248,"33.876482, -118.284077",33.876482,-118.284077,"9,960",Q3,Yes,1,1,,Yes,4.89,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.1,95.1,0,0,4.89,99.99,1,Churned,Yes,1,70,5795,Price,Price too high,Yes
7056-IMHCC,Male,69,No,Yes,Yes,No,0,United States,California,Torrance,90501,"33.833699, -118.314387",33.833699,-118.314387,"40,705",Q3,Yes,1,53,Offer B,Yes,7.94,Yes,Yes,Fiber Optic,6,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101.9,5549.4,0,0,420.82,5970.22,1,Churned,Yes,1,94,5884,Price,Price too high,Yes
8749-JMNKX,Male,80,No,Yes,Yes,No,0,United States,California,Montebello,90640,"34.015217, -118.109962",34.015217,-118.109962,"62,425",Q3,Yes,1,51,Offer B,Yes,22.14,Yes,Yes,Fiber Optic,30,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.8,4750.95,0,0,1129.14,5880.09,1,Churned,Yes,1,83,4788,Dissatisfaction,Limited range of services,Yes
0917-EZOLA,Male,66,No,Yes,Yes,No,0,United States,California,Lakewood,90713,"33.847755, -118.112532",33.847755,-118.112532,"27,563",Q3,No,0,72,,Yes,6.03,Yes,Yes,Fiber Optic,2,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,104.15,7689.95,0,0,434.16,8124.11,3,Churned,Yes,1,74,5925,Price,Extra data charges,Yes
8414-MYSHR,Male,79,No,Yes,No,No,0,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,"30,933",Q3,No,0,5,,Yes,4.59,No,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.4,449.75,0,0,22.95,472.7,1,Churned,Yes,1,78,2834,Dissatisfaction,Network reliability,No
4988-IQIGL,Male,80,No,Yes,No,No,0,United States,California,Canoga Park,91304,"34.224377, -118.632656",34.224377,-118.632656,"49,242",Q3,No,0,1,,Yes,28.49,Yes,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.35,75.35,0,0,28.49,103.84,3,Churned,Yes,1,92,4403,Attitude,Attitude of support person,No
4706-AXVKM,Female,78,No,Yes,No,No,0,United States,California,Stevenson Ranch,91381,"34.364153, -118.615583",34.364153,-118.615583,"9,937",Q3,No,0,11,,Yes,4.1,Yes,Yes,Fiber Optic,5,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,84.8,906.85,0,0,45.1,951.95,2,Churned,Yes,1,67,5118,Price,Extra data charges,No
5889-JTMUL,Female,67,No,Yes,Yes,No,0,United States,California,Castaic,91384,"34.506627, -118.699048",34.506627,-118.699048,"22,177",Q3,Yes,1,50,Offer B,Yes,31.56,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,95.05,4888.7,0,50,1578,6516.7,3,Churned,Yes,1,92,5863,Price,Price too high,Yes
9026-RNUJS,Male,73,No,Yes,No,No,0,United States,California,Van Nuys,91401,"34.178483, -118.431791",34.178483,-118.431791,"40,376",Q3,No,0,5,,Yes,18.69,No,Yes,DSL,28,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.35,237.25,0,0,93.45,330.7,1,Churned,Yes,1,81,4618,Dissatisfaction,Product dissatisfaction,No
1624-NALOJ,Male,75,No,Yes,No,No,0,United States,California,North Hollywood,91605,"34.207295, -118.400022",34.207295,-118.400022,"57,146",Q3,No,0,5,,Yes,36.36,Yes,Yes,Fiber Optic,12,No,Yes,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.8,502.6,0,0,181.8,684.4,1,Churned,Yes,1,88,2960,Other,Moved,No
6210-KBBPI,Male,67,No,Yes,No,No,0,United States,California,West Covina,91790,"34.066964, -117.937007",34.066964,-117.937007,"44,099",Q3,No,0,9,,Yes,10.66,Yes,Yes,Fiber Optic,15,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,99.45,919.4,0,0,95.94,1015.34,1,Churned,Yes,1,93,2313,Competitor,Competitor had better devices,No
2260-USTRB,Female,75,No,Yes,No,No,0,United States,California,Campo,91906,"32.673483, -116.472863",32.673483,-116.472863,"3,133",Q3,No,0,2,,Yes,9.55,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.2,115.95,0,0,19.1,135.05,1,Churned,Yes,1,67,2767,Competitor,Competitor offered more data,No
8623-TMRBY,Male,80,No,Yes,Yes,No,0,United States,California,Chula Vista,91915,"32.605012, -116.97595",32.605012,-116.97595,"9,278",Q3,Yes,2,51,Offer B,Yes,43.58,Yes,Yes,Cable,22,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.2,4146.05,0,0,2222.58,6368.63,2,Churned,Yes,1,74,6245,Competitor,Competitor offered more data,Yes
6900-PXRMS,Male,72,No,Yes,Yes,No,0,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,"7,863",Q3,No,0,26,Offer C,Yes,1.26,Yes,Yes,Fiber Optic,18,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,105.75,2710.25,0,90,32.76,2833.01,1,Churned,Yes,1,91,3157,Dissatisfaction,Product dissatisfaction,Yes
3346-BRMIS,Female,70,No,Yes,Yes,No,0,United States,California,Bonsall,92003,"33.290907, -117.202895",33.290907,-117.202895,"3,849",Q3,Yes,1,18,,No,0,No,Yes,DSL,12,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,48.35,810.7,0,0,0,810.7,2,Churned,Yes,1,92,2167,Dissatisfaction,Service dissatisfaction,Yes
2722-JMONI,Female,73,No,Yes,Yes,No,0,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,"17,944",Q3,Yes,1,1,Offer E,Yes,24.24,No,Yes,Cable,9,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.55,49.55,0,0,24.24,73.79,1,Churned,Yes,1,76,4989,Dissatisfaction,Limited range of services,Yes
7579-OOPEC,Female,75,No,Yes,Yes,No,0,United States,California,Pala,92059,"33.384345, -117.072619",33.384345,-117.072619,"1,831",Q3,Yes,1,2,Offer E,Yes,6.86,No,Yes,DSL,20,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.15,115.1,0,0,13.72,128.82,1,Churned,Yes,1,78,5461,Competitor,Competitor had better devices,Yes
1771-OADNZ,Male,70,No,Yes,Yes,No,0,United States,California,Pauma Valley,92061,"33.313828, -116.940501",33.313828,-116.940501,"2,615",Q3,Yes,1,29,Offer C,Yes,35.38,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,95.9,2745.2,0,50,1026.02,3821.22,3,Churned,Yes,1,95,2151,Price,Extra data charges,Yes
0612-RTZZA,Female,77,No,Yes,No,No,0,United States,California,Vista,92084,"33.22784, -117.200024",33.22784,-117.200024,"44,692",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,15,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.25,25.25,0,0,0,25.25,2,Churned,Yes,1,87,4628,Price,Price too high,No
4433-JCGCG,Male,80,No,Yes,Yes,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,1,46,Offer B,Yes,5.36,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101,4680.05,0,0,246.56,4926.61,1,Churned,Yes,1,88,2436,Competitor,Competitor made better offer,Yes
9488-HGMJH,Female,78,No,Yes,No,No,0,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,"3,873",Q3,No,0,1,Offer E,Yes,24.75,No,Yes,Fiber Optic,22,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,71.15,71.15,0,20,24.75,115.9,3,Churned,Yes,1,85,5287,Competitor,Competitor made better offer,No
4818-QIUFN,Female,69,No,Yes,No,No,0,United States,California,Desert Hot Springs,92241,"33.832799, -116.250973",33.832799,-116.250973,"5,529",Q3,No,0,20,,Yes,11.82,Yes,Yes,Fiber Optic,5,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.15,1520.9,0,0,236.4,1757.3,1,Churned,Yes,1,95,4997,Attitude,Attitude of support person,No
6961-VCPMC,Male,71,No,Yes,Yes,No,0,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,732,Q3,Yes,1,46,Offer B,Yes,48.62,No,Yes,Fiber Optic,3,No,No,No,No,No,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,80.4,3605.2,0,20,2236.52,5861.72,3,Churned,Yes,1,75,4876,Competitor,Competitor offered more data,Yes
4424-TKOPW,Male,70,No,Yes,No,No,0,United States,California,Crestline,92325,"34.248061, -117.29028",34.248061,-117.29028,"10,484",Q3,No,0,2,,Yes,25.19,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.85,196.75,0,0,50.38,247.13,1,Churned,Yes,1,70,4998,Price,Lack of affordable download/upload speed,No
4201-JMNGR,Female,66,No,Yes,No,No,0,United States,California,Lucerne Valley,92356,"34.508417, -116.856103",34.508417,-116.856103,"5,256",Q3,No,0,1,Offer E,Yes,26.22,No,Yes,Cable,22,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,55.8,55.8,0,0,26.22,82.02,1,Churned,Yes,1,87,5527,Dissatisfaction,Service dissatisfaction,No
1866-RZZQS,Male,77,No,Yes,No,No,0,United States,California,Redlands,92373,"34.003243, -117.138286",34.003243,-117.138286,"31,230",Q3,No,0,41,Offer B,Yes,42.06,Yes,Yes,Fiber Optic,21,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,98.4,4187.75,0,0,1724.46,5912.21,1,Churned,Yes,1,91,2169,Competitor,Competitor had better devices,No
8631-NBHFZ,Male,71,No,Yes,Yes,No,0,United States,California,Running Springs,92382,"34.186211, -117.07683",34.186211,-117.07683,"5,395",Q3,Yes,1,66,,Yes,30.03,Yes,Yes,DSL,15,Yes,Yes,Yes,Yes,Yes,No,No,No,Two Year,No,Credit Card,79.4,5154.6,0,150,1981.98,7286.58,1,Churned,Yes,1,73,5910,Competitor,Competitor offered higher download speeds,Yes
4958-XCBDQ,Male,68,No,Yes,No,No,0,United States,California,Victorville,92394,"34.567058, -117.362329",34.567058,-117.362329,"12,083",Q3,No,0,35,Offer C,Yes,39.69,Yes,Yes,Fiber Optic,25,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101.4,3496.3,0,0,1389.15,4885.45,3,Churned,Yes,1,92,3689,Competitor,Competitor offered more data,No
8337-UPOAQ,Male,71,No,Yes,Yes,No,0,United States,California,Wrightwood,92397,"34.358321, -117.618263",34.358321,-117.618263,"4,253",Q3,No,0,10,,Yes,16.88,Yes,Yes,Fiber Optic,24,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.8,914.3,0,0,168.8,1083.1,2,Churned,Yes,1,76,5124,Competitor,Competitor made better offer,Yes
6712-OAWRH,Female,79,No,Yes,No,No,0,United States,California,San Bernardino,92408,"34.084909, -117.258107",34.084909,-117.258107,"12,149",Q3,No,0,26,Offer C,Yes,34.69,No,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.25,2351.8,0,0,901.94,3253.74,3,Churned,Yes,1,76,5154,Attitude,Attitude of support person,No
5914-DVBWJ,Female,80,No,Yes,No,No,0,United States,California,Riverside,92508,"33.885499, -117.324959",33.885499,-117.324959,"17,147",Q3,No,0,18,,Yes,2.36,Yes,Yes,Fiber Optic,21,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.45,1505.85,0,0,42.48,1548.33,1,Churned,Yes,1,91,5145,Competitor,Competitor offered more data,No
8644-XLFBW,Male,65,No,Yes,No,No,0,United States,California,Lake Elsinore,92532,"33.705836, -117.318204",33.705836,-117.318204,"4,546",Q3,No,0,1,Offer E,Yes,28.46,No,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71.65,71.65,0,0,28.46,100.11,2,Churned,Yes,1,84,5674,Competitor,Competitor offered more data,No
1833-VGRUM,Female,70,No,Yes,No,No,0,United States,California,Perris,92570,"33.787298, -117.320676",33.787298,-117.320676,"36,817",Q3,No,0,1,Offer E,Yes,48.95,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.2,74.2,0,0,48.95,123.15,2,Churned,Yes,1,71,4684,Price,Price too high,No
8374-XGEJJ,Male,68,No,Yes,Yes,No,0,United States,California,Temecula,92590,"33.475493, -117.219551",33.475493,-117.219551,"3,070",Q3,Yes,8,43,Offer B,Yes,31.25,Yes,Yes,Fiber Optic,20,No,Yes,No,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,101,4388.4,0,150,1343.75,5882.15,1,Churned,Yes,1,87,3123,Dissatisfaction,Product dissatisfaction,Yes
6946-LMSQS,Male,80,No,Yes,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,3,25,Offer C,Yes,33.63,Yes,Yes,Fiber Optic,25,Yes,No,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,89.05,2177.45,0,0,840.75,3018.2,1,Churned,Yes,1,90,2673,Competitor,Competitor made better offer,Yes
4039-HEUNW,Male,77,No,Yes,Yes,No,0,United States,California,Irvine,92620,"33.716136, -117.752574",33.716136,-117.752574,"26,419",Q3,Yes,1,36,,Yes,16.61,Yes,Yes,Fiber Optic,3,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.5,3436.1,0,0,597.96,4034.06,3,Churned,Yes,1,82,4652,Price,Lack of affordable download/upload speed,Yes
0812-WUPTB,Male,65,No,Yes,Yes,No,0,United States,California,Corona Del Mar,92625,"33.600987, -117.862734",33.600987,-117.862734,"13,422",Q3,Yes,1,1,Offer E,Yes,49.6,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,70.85,70.85,0,0,49.6,120.45,2,Churned,Yes,1,69,3022,Price,Long distance charges,Yes
2403-BCASL,Male,66,No,Yes,Yes,No,0,United States,California,Santa Ana,92705,"33.766004, -117.786763",33.766004,-117.786763,"44,117",Q3,Yes,1,41,Offer B,Yes,45.04,Yes,Yes,Cable,29,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,111.95,4534.9,0,0,1846.64,6381.54,2,Churned,Yes,1,93,3711,Other,Don't know,Yes
3871-IKPYH,Male,70,No,Yes,No,No,0,United States,California,Camarillo,93010,"34.227846, -119.079903",34.227846,-119.079903,"42,853",Q3,No,0,1,,Yes,16.19,No,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.1,69.1,0,0,16.19,85.29,3,Churned,Yes,1,83,2767,Other,Moved,No
1304-NECVQ,Female,69,No,Yes,No,No,0,United States,California,Somis,93066,"34.297628, -119.014627",34.297628,-119.014627,"2,966",Q3,No,0,2,Offer E,Yes,43.96,Yes,Yes,Fiber Optic,14,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.55,149.55,0,0,87.92,237.47,2,Churned,Yes,1,92,5203,Competitor,Competitor made better offer,No
5655-JSMZM,Male,66,No,Yes,No,No,0,United States,California,Coalinga,93210,"36.186867, -120.387793",36.186867,-120.387793,"18,036",Q3,No,0,49,Offer B,Yes,32.36,Yes,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.2,4718.25,0,0,1585.64,6303.89,2,Churned,Yes,1,74,5904,Attitude,Attitude of support person,No
4505-EXZHB,Female,75,No,Yes,No,No,0,United States,California,Ducor,93218,"35.846067, -119.004073",35.846067,-119.004073,823,Q3,No,0,6,Offer E,Yes,8.91,No,Yes,Fiber Optic,27,No,No,Yes,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,74.4,434.1,0,20,53.46,507.56,1,Churned,Yes,1,91,3964,Competitor,Competitor offered more data,No
8972-HJWNV,Female,75,No,Yes,Yes,No,0,United States,California,Huron,93234,"36.217864, -120.080117",36.217864,-120.080117,"6,918",Q3,Yes,1,7,Offer E,Yes,21.43,Yes,Yes,Fiber Optic,12,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.55,646.85,0,0,150.01,796.86,1,Churned,Yes,1,80,5245,Competitor,Competitor made better offer,Yes
2860-RANUS,Female,67,No,Yes,No,No,0,United States,California,Mc Kittrick,93251,"35.38381, -119.730885",35.38381,-119.730885,302,Q3,No,0,20,Offer D,Yes,29.29,Yes,Yes,Fiber Optic,15,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.8,1727.5,0,0,585.8,2313.3,1,Churned,Yes,1,75,3336,Price,Price too high,No
0406-BPDVR,Female,75,No,Yes,Yes,No,0,United States,California,Visalia,93277,"36.303793, -119.375646",36.303793,-119.375646,"44,741",Q3,No,0,54,Offer B,Yes,33.49,Yes,Yes,Fiber Optic,8,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,101.5,5373.1,0,0,1808.46,7181.56,2,Churned,Yes,1,68,6405,Price,Lack of affordable download/upload speed,Yes
5276-KQWHG,Female,74,No,Yes,No,No,0,United States,California,Woody,93287,"35.710244, -118.881679",35.710244,-118.881679,88,Q3,No,0,2,Offer E,Yes,15.32,No,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.6,131.65,0,0,30.64,162.29,3,Churned,Yes,1,74,4596,Price,Extra data charges,No
9667-EQRXU,Female,74,No,Yes,No,No,0,United States,California,Boron,93516,"34.95703, -117.73045",34.95703,-117.73045,"2,241",Q3,No,0,30,,No,0,No,Yes,Cable,7,No,No,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,40.3,1172.95,0,100,0,1272.95,2,Churned,Yes,1,94,3016,Other,Don't know,No
0946-CLJTI,Male,67,No,Yes,Yes,No,0,United States,California,Palmdale,93551,"34.613476, -118.256358",34.613476,-118.256358,"34,045",Q3,Yes,1,58,Offer B,Yes,3.18,Yes,Yes,Fiber Optic,5,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.7,5812.6,0,0,184.44,5997.04,1,Churned,Yes,1,91,4662,Competitor,Competitor had better devices,Yes
0324-BRPCJ,Female,74,No,Yes,Yes,No,0,United States,California,Palmdale,93591,"34.598221, -117.79593",34.598221,-117.79593,"6,787",Q3,Yes,1,68,,Yes,21.33,Yes,Yes,Cable,24,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.2,6851.65,0,0,1450.44,8302.09,1,Churned,Yes,1,70,4481,Competitor,Competitor offered more data,Yes
9189-JWSHV,Female,69,No,Yes,Yes,No,0,United States,California,Helm,93627,"36.520537, -120.118055",36.520537,-120.118055,152,Q3,Yes,1,24,,Yes,13.38,Yes,Yes,Fiber Optic,12,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.55,2264.05,0,0,321.12,2585.17,2,Churned,Yes,1,91,4937,Price,Price too high,Yes
0576-WNXXC,Male,70,No,Yes,Yes,No,0,United States,California,Parlier,93648,"36.622237, -119.521126",36.622237,-119.521126,"12,587",Q3,Yes,1,27,,Yes,39.49,Yes,Yes,Fiber Optic,7,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.55,2510.2,0,0,1066.23,3576.43,1,Churned,Yes,1,75,2999,Dissatisfaction,Service dissatisfaction,Yes
5482-PLVPE,Female,79,No,Yes,No,No,0,United States,California,Daly City,94014,"37.691561, -122.445202",37.691561,-122.445202,"47,453",Q3,No,0,2,,No,0,No,Yes,DSL,11,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,24.35,41.85,0,0,0,41.85,1,Churned,Yes,1,72,3278,Competitor,Competitor had better devices,No
4902-OHLSK,Female,76,No,Yes,No,No,0,United States,California,Half Moon Bay,94019,"37.45567, -122.407992",37.45567,-122.407992,"17,929",Q3,No,0,29,,Yes,20.98,Yes,Yes,Fiber Optic,16,No,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,98.65,2862.75,0,0,608.42,3471.17,1,Churned,Yes,1,93,4235,Attitude,Attitude of support person,No
0495-ZBNGW,Male,78,No,Yes,Yes,No,0,United States,California,Loma Mar,94021,"37.266388, -122.26308",37.266388,-122.26308,148,Q3,Yes,1,5,,Yes,6.66,Yes,Yes,Fiber Optic,14,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,79.9,343.95,0,20,33.3,397.25,2,Churned,Yes,1,90,4324,Competitor,Competitor offered more data,Yes
2357-COQEK,Female,79,No,Yes,No,No,0,United States,California,Atherton,94027,"37.454924, -122.203168",37.454924,-122.203168,"6,876",Q3,No,0,28,,Yes,28.14,Yes,Yes,Fiber Optic,10,No,No,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,103.3,2890.65,0,0,787.92,3678.57,2,Churned,Yes,1,78,4136,Competitor,Competitor made better offer,No
2034-CGRHZ,Male,73,No,Yes,No,No,0,United States,California,San Francisco,94104,"37.791222, -122.402241",37.791222,-122.402241,384,Q3,No,0,24,,Yes,3.23,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,102.95,2496.7,0,0,77.52,2574.22,3,Churned,Yes,1,66,5245,Attitude,Attitude of support person,No
9360-AHGNL,Female,74,No,Yes,Yes,No,0,United States,California,Concord,94519,"37.990118, -122.012188",37.990118,-122.012188,"18,650",Q3,Yes,7,43,Offer B,Yes,8.75,Yes,Yes,Fiber Optic,13,Yes,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Credit Card,109.55,4830.25,0,0,376.25,5206.5,2,Churned,Yes,1,69,5863,Dissatisfaction,Limited range of services,Yes
5485-WUYWF,Male,73,No,Yes,No,No,0,United States,California,Crockett,94525,"38.049292, -122.228415",38.049292,-122.228415,"3,193",Q3,No,0,2,,Yes,5.57,No,Yes,Cable,24,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,66.4,94.55,0,0,11.14,105.69,1,Churned,Yes,1,87,4522,Price,Long distance charges,No
2632-UCGVD,Male,71,No,Yes,Yes,No,0,United States,California,Fairfield,94533,"38.287136, -122.02711",38.287136,-122.02711,"77,683",Q3,Yes,6,66,,Yes,49.85,Yes,Yes,Fiber Optic,14,No,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,100.05,6871.9,0,0,3290.1,10162,2,Churned,Yes,1,72,4512,Price,Extra data charges,Yes
6425-YQLLO,Female,68,No,Yes,Yes,No,0,United States,California,Pinole,94564,"37.996462, -122.293716",37.996462,-122.293716,"16,717",Q3,Yes,1,66,,Yes,27.75,Yes,Yes,Fiber Optic,11,No,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Credit Card,105.95,6975.25,0,0,1831.5,8806.75,2,Churned,Yes,1,86,6117,Other,Don't know,Yes
2091-RFFBA,Female,70,No,Yes,No,No,0,United States,California,Port Costa,94569,"38.035707, -122.196821",38.035707,-122.196821,173,Q3,No,0,31,,Yes,15.43,Yes,Yes,Fiber Optic,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.9,2217.15,0,0,478.33,2695.48,1,Churned,Yes,1,75,2560,Attitude,Attitude of support person,No
6899-PPEEA,Female,66,No,Yes,No,No,0,United States,California,Vallejo,94590,"38.104705, -122.247387",38.104705,-122.247387,"37,218",Q3,No,0,37,,Yes,3.3,Yes,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.55,3580.3,0,0,122.1,3702.4,2,Churned,Yes,1,81,4448,Attitude,Attitude of service provider,No
4597-NUCQV,Male,65,No,Yes,No,No,0,United States,California,Oakland,94601,"37.776523, -122.219268",37.776523,-122.219268,"54,876",Q3,No,0,24,,Yes,28.98,Yes,Yes,Fiber Optic,30,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.25,2440.15,0,0,695.52,3135.67,3,Churned,Yes,1,87,4287,Attitude,Attitude of support person,No
3754-DXMRT,Male,78,No,Yes,No,No,0,United States,California,San Pablo,94806,"37.980269, -122.342635",37.980269,-122.342635,"55,720",Q3,No,0,2,,Yes,43.66,No,Yes,DSL,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.15,92.65,0,0,87.32,179.97,2,Churned,Yes,1,86,5655,Attitude,Attitude of support person,No
7130-VTEWQ,Female,74,No,Yes,No,No,0,United States,California,San Rafael,94903,"38.018065, -122.546024",38.018065,-122.546024,"28,403",Q3,No,0,8,,Yes,13.8,Yes,Yes,Fiber Optic,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.75,606.25,0,0,110.4,716.65,3,Churned,Yes,1,92,4174,Competitor,Competitor offered more data,No
7903-CMPEY,Male,78,No,Yes,Yes,No,0,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,"9,038",Q3,Yes,1,1,,Yes,17.51,Yes,Yes,Fiber Optic,21,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.3,80.3,0,0,17.51,97.81,1,Churned,Yes,1,87,4138,Competitor,Competitor had better devices,Yes
1704-NRWYE,Female,79,No,Yes,No,No,0,United States,California,Point Reyes Station,94956,"38.060264, -122.830646",38.060264,-122.830646,"1,885",Q3,No,0,9,,Yes,43.34,No,Yes,Fiber Optic,2,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.85,751.65,0,0,390.06,1141.71,2,Churned,Yes,1,71,5242,Attitude,Attitude of support person,No
7481-ATQQS,Female,76,No,Yes,No,No,0,United States,California,Boulder Creek,95006,"37.171727, -122.142961",37.171727,-122.142961,"10,520",Q3,No,0,49,Offer B,Yes,44.88,Yes,Yes,Fiber Optic,15,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,90.85,4515.85,0,0,2199.12,6714.97,2,Churned,Yes,1,70,5651,Attitude,Attitude of support person,No
0023-HGHWL,Male,67,No,Yes,No,No,0,United States,California,Morgan Hill,95037,"37.161544, -121.649371",37.161544,-121.649371,"41,707",Q3,No,0,1,,No,0,No,Yes,Cable,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.1,25.1,0,0,0,25.1,3,Churned,Yes,1,85,5437,Competitor,Competitor made better offer,No
1792-UXAFY,Female,80,No,Yes,No,No,0,United States,California,San Jose,95110,"37.34667, -121.910019",37.34667,-121.910019,"18,197",Q3,No,0,17,Offer D,Yes,30.37,No,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.15,1496.9,0,0,516.29,2013.19,1,Churned,Yes,1,89,5082,Dissatisfaction,Service dissatisfaction,No
6161-UUUTA,Male,77,No,Yes,No,No,0,United States,California,Stockton,95206,"37.902422, -121.440029",37.902422,-121.440029,"49,657",Q3,No,0,3,,Yes,2.98,No,Yes,Fiber Optic,3,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.9,260.9,0,0,8.94,269.84,2,Churned,Yes,1,90,4367,Price,Price too high,No
6543-XRMYR,Female,73,No,Yes,No,No,0,United States,California,Stockton,95209,"38.044523, -121.348048",38.044523,-121.348048,"30,814",Q3,No,0,30,,Yes,43.61,Yes,Yes,Fiber Optic,8,No,Yes,No,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,99.7,2967.35,0,80,1308.3,4355.65,1,Churned,Yes,1,69,3548,Dissatisfaction,Product dissatisfaction,No
2479-BRAMR,Male,74,No,Yes,Yes,No,0,United States,California,Murphys,95247,"38.147852, -120.440124",38.147852,-120.440124,"4,353",Q3,Yes,1,41,Offer B,Yes,45.84,Yes,Yes,Fiber Optic,18,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.75,3273.55,0,0,1879.44,5152.99,1,Churned,Yes,1,71,4995,Competitor,Competitor offered more data,Yes
3714-JTVOV,Female,76,No,Yes,Yes,No,0,United States,California,Crows Landing,95313,"37.435664, -121.049056",37.435664,-121.049056,"1,508",Q3,Yes,1,42,Offer B,Yes,2.9,No,Yes,Fiber Optic,21,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.15,3229.4,0,0,121.8,3351.2,1,Churned,Yes,1,94,2322,Attitude,Attitude of support person,Yes
8580-QVLOC,Female,78,No,Yes,Yes,No,0,United States,California,Merced,95348,"37.40122, -120.514191",37.40122,-120.514191,"23,100",Q3,No,0,72,,Yes,25.77,Yes,Yes,DSL,6,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,No,Credit Card,92.45,6440.25,0,0,1855.44,8295.69,1,Churned,Yes,1,78,5697,Competitor,Competitor made better offer,Yes
2012-NWRPA,Female,78,No,Yes,Yes,No,0,United States,California,Modesto,95355,"37.672906, -120.946594",37.672906,-120.946594,"47,613",Q3,Yes,1,11,Offer D,Yes,1.28,Yes,Yes,Fiber Optic,14,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.55,1131.2,0,0,14.08,1145.28,3,Churned,Yes,1,71,3172,Competitor,Competitor made better offer,Yes
8808-ELEHO,Male,66,No,Yes,No,No,0,United States,California,Modesto,95356,"37.716186, -121.025836",37.716186,-121.025836,"26,055",Q3,No,0,8,,Yes,5.02,Yes,Yes,Fiber Optic,26,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.25,585.95,0,0,40.16,626.11,1,Churned,Yes,1,72,3812,Price,Price too high,No
9058-CBREO,Female,69,No,Yes,No,No,0,United States,California,Winton,95388,"37.421299, -120.599587",37.421299,-120.599587,"11,463",Q3,No,0,1,,Yes,22.56,Yes,Yes,Cable,2,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.55,50.55,0,0,22.56,73.11,1,Churned,Yes,1,95,3357,Dissatisfaction,Product dissatisfaction,No
8063-GBATB,Female,74,No,Yes,No,No,0,United States,California,Cobb,95426,"38.838088, -122.73203",38.838088,-122.73203,"1,591",Q3,No,0,27,,Yes,31.17,Yes,Yes,Fiber Optic,25,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.25,2287.25,0,0,841.59,3128.84,1,Churned,Yes,1,80,5172,Competitor,Competitor had better devices,No
1069-XAIEM,Female,68,No,Yes,No,No,0,United States,California,Mendocino,95460,"39.305545, -123.743697",39.305545,-123.743697,"2,229",Q3,No,0,1,,Yes,16.37,Yes,Yes,Fiber Optic,7,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.05,85.05,0,0,16.37,101.42,1,Churned,Yes,1,96,2975,Competitor,Competitor had better devices,No
6987-XQSJT,Female,68,No,Yes,No,No,0,United States,California,Blue Lake,95525,"40.94338, -123.831799",40.94338,-123.831799,"1,584",Q3,No,0,54,,Yes,45.77,Yes,Yes,Fiber Optic,10,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.5,4370.25,0,0,2471.58,6841.83,1,Churned,Yes,1,78,5684,Attitude,Attitude of support person,No
0722-TROQR,Female,68,No,Yes,No,No,0,United States,California,Davis,95616,"38.508735, -121.678813",38.508735,-121.678813,"67,411",Q3,No,0,4,,Yes,26.23,Yes,Yes,Fiber Optic,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,321.75,0,0,104.92,426.67,1,Churned,Yes,1,78,2122,Price,Lack of affordable download/upload speed,No
6402-ZFPPI,Female,75,No,Yes,No,No,0,United States,California,Fair Oaks,95628,"38.652065, -121.25441",38.652065,-121.25441,"40,750",Q3,No,0,25,,Yes,36.5,Yes,Yes,Fiber Optic,30,Yes,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,102.8,2660.2,0,0,912.5,3572.7,1,Churned,Yes,1,94,4969,Price,Price too high,No
9965-YOKZB,Male,73,No,Yes,No,No,0,United States,California,Grizzly Flats,95636,"38.636102, -120.522149",38.636102,-120.522149,659,Q3,No,0,9,,Yes,10.04,Yes,Yes,Fiber Optic,13,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.85,790.15,0,0,90.36,880.51,1,Churned,Yes,1,71,3723,Dissatisfaction,Network reliability,No
0504-HHAPI,Female,72,No,Yes,No,No,0,United States,California,Guinda,95637,"38.830739, -122.196202",38.830739,-122.196202,228,Q3,No,0,27,,Yes,16.94,Yes,Yes,Fiber Optic,11,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,No,Credit Card,88.3,2467.75,0,0,457.38,2925.13,3,Churned,Yes,1,96,2420,Other,Don't know,No
3791-LGQCY,Female,68,No,Yes,Yes,No,0,United States,California,Loomis,95650,"38.809175, -121.171375",38.809175,-121.171375,"11,191",Q3,Yes,1,56,,Yes,33.81,Yes,Yes,Cable,29,No,No,Yes,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,100.65,5688.05,0,130,1893.36,7711.41,1,Churned,Yes,1,85,4803,Attitude,Attitude of support person,Yes
8166-ZZTFS,Female,74,No,Yes,Yes,No,0,United States,California,Roseville,95661,"38.736685, -121.251984",38.736685,-121.251984,"25,173",Q3,Yes,1,66,,Yes,21.7,Yes,Yes,Cable,3,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,80.55,5265.1,0,0,1432.2,6697.3,3,Churned,Yes,1,94,4400,Attitude,Attitude of support person,Yes
2956-GGUCQ,Male,71,No,Yes,Yes,No,0,United States,California,Pioneer,95666,"38.546999, -120.271114",38.546999,-120.271114,"5,501",Q3,Yes,1,24,,Yes,2.05,Yes,Yes,Fiber Optic,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.85,1772.25,0,0,49.2,1821.45,1,Churned,Yes,1,65,3079,Attitude,Attitude of service provider,Yes
2778-OCLGR,Male,75,No,Yes,Yes,No,0,United States,California,Soda Springs,95728,"39.279068, -120.414275",39.279068,-120.414275,88,Q3,Yes,1,24,,No,0,No,Yes,DSL,5,Yes,No,No,No,No,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,39.1,971.3,0,0,0,971.3,1,Churned,Yes,1,89,4591,Competitor,Competitor had better devices,Yes
7067-KSAZT,Female,66,No,Yes,Yes,No,0,United States,California,Chico,95928,"39.681488, -121.83721",39.681488,-121.83721,"32,848",Q3,Yes,1,65,,Yes,18.69,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,106.25,6979.8,0,0,1214.85,8194.65,1,Churned,Yes,1,69,5965,Competitor,Competitor made better offer,Yes
9300-AGZNL,Male,76,No,Yes,No,No,0,United States,California,Elk Creek,95939,"39.53222, -122.594879",39.53222,-122.594879,587,Q3,No,0,1,,Yes,21.85,Yes,Yes,Fiber Optic,29,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94,94,0,0,21.85,115.85,1,Churned,Yes,1,67,4176,Dissatisfaction,Product dissatisfaction,No
1112-CUNAO,Female,67,No,Yes,No,No,0,United States,California,Grimes,95950,"39.033058, -121.895718",39.033058,-121.895718,531,Q3,No,0,15,Offer D,Yes,4.28,Yes,Yes,Fiber Optic,6,No,Yes,No,No,No,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,89.85,1424.95,0,0,64.2,1489.15,2,Churned,Yes,1,91,2668,Dissatisfaction,Service dissatisfaction,No
3389-YGYAI,Female,79,No,Yes,No,No,0,United States,California,Princeton,95970,"39.424957, -122.039307",39.424957,-122.039307,495,Q3,No,0,8,,Yes,45.16,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,105.5,829.55,0,0,361.28,1190.83,3,Churned,Yes,1,72,5546,Price,Price too high,No
3070-DVEYC,Male,78,No,Yes,No,No,0,United States,California,Williams,95987,"39.117537, -122.284654",39.117537,-122.284654,"4,579",Q3,No,0,7,,Yes,32.4,Yes,Yes,Fiber Optic,7,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,73.75,545.15,0,0,226.8,771.95,2,Churned,Yes,1,84,5638,Attitude,Attitude of support person,No
5707-ORNDZ,Male,79,No,Yes,No,No,0,United States,California,Yuba City,95993,"39.075694, -121.70606",39.075694,-121.70606,"27,786",Q3,No,0,9,Offer E,Yes,2.45,Yes,Yes,DSL,7,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.55,494.05,0,0,22.05,516.1,1,Churned,Yes,1,79,4656,Dissatisfaction,Network reliability,No
8696-JKZNU,Female,78,No,Yes,No,No,0,United States,California,Anderson,96007,"40.448632, -122.306657",40.448632,-122.306657,"21,418",Q3,No,0,37,Offer C,Yes,26.95,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.25,2841.55,0,0,997.15,3838.7,3,Churned,Yes,1,91,5859,Other,Don't know,No
2055-PDADH,Female,71,No,Yes,No,No,0,United States,California,Big Bend,96011,"41.096569, -121.879082",41.096569,-121.879082,265,Q3,No,0,3,Offer E,Yes,2.26,No,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.4,204.7,0,0,6.78,211.48,3,Churned,Yes,1,67,2491,Other,Don't know,No
2302-ANTDP,Female,76,No,Yes,Yes,No,0,United States,California,Hat Creek,96040,"40.789799, -121.474529",40.789799,-121.474529,397,Q3,Yes,9,48,,Yes,43.04,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,117.45,5438.9,0,0,2065.92,7504.82,1,Churned,Yes,1,67,5915,Competitor,Competitor offered more data,Yes
5233-GEEAX,Male,65,No,Yes,No,No,0,United States,California,Lewiston,96052,"40.704293, -122.803899",40.704293,-122.803899,"1,845",Q3,No,0,8,Offer E,No,0,No,Yes,DSL,4,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.4,221.9,0,0,0,221.9,1,Churned,Yes,1,85,5971,Competitor,Competitor had better devices,No
7137-RYLPP,Male,75,No,Yes,Yes,No,0,United States,California,Paskenta,96074,"39.884395, -122.587513",39.884395,-122.587513,263,Q3,Yes,1,37,Offer C,Yes,46.61,Yes,Yes,Fiber Optic,26,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.7,3171.15,0,0,1724.57,4895.72,2,Churned,Yes,1,86,4712,Competitor,Competitor offered higher download speeds,Yes
3957-LXOLK,Female,75,No,Yes,No,No,0,United States,California,Shingletown,96088,"40.497441, -121.827524",40.497441,-121.827524,"4,231",Q3,No,0,28,Offer C,Yes,9.67,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,106.15,3152.5,0,0,270.76,3423.26,1,Churned,Yes,1,83,5030,Competitor,Competitor offered more data,No
5281-BUZGT,Male,69,No,Yes,No,No,0,United States,California,Weaverville,96093,"40.759401, -122.939337",40.759401,-122.939337,"3,749",Q3,No,0,36,Offer C,Yes,23.33,Yes,Yes,Fiber Optic,23,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.85,3186.7,0,0,839.88,4026.58,1,Churned,Yes,1,92,5692,Competitor,Competitor made better offer,No
2718-GAXQD,Female,68,No,Yes,Yes,Yes,3,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,4,Offer E,Yes,42.13,No,Yes,Cable,52,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,46,181.6,0,0,168.52,350.12,1,Churned,Yes,1,92,4797,Competitor,Competitor made better offer,Yes
3217-FZDMN,Female,66,No,Yes,No,No,0,United States,California,Los Angeles,90001,"33.973616, -118.24902",33.973616,-118.24902,"54,492",Q3,No,0,8,Offer E,Yes,5.21,No,Yes,Fiber Optic,8,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,94.45,742.95,0,0,41.68,784.63,1,Churned,Yes,1,83,3676,Competitor,Competitor had better devices,No
7480-QNVZJ,Male,65,No,Yes,No,No,0,United States,California,Los Angeles,90005,"34.059281, -118.30742",34.059281,-118.30742,"43,019",Q3,No,0,50,,Yes,18.92,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.7,4816.7,0,0,946,5762.7,3,Churned,Yes,1,73,4287,Dissatisfaction,Network reliability,No
7124-UGSUR,Female,77,No,Yes,Yes,No,0,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,"30,568",Q3,Yes,1,61,,Yes,35.11,Yes,Yes,Fiber Optic,17,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Credit Card,104.4,6405,0,0,2141.71,8546.71,1,Churned,Yes,1,84,4412,Competitor,Competitor had better devices,Yes
1862-SKORY,Female,66,No,Yes,Yes,No,0,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,"41,713",Q3,Yes,1,40,,No,0,No,Yes,Cable,3,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,39.3,1637.4,0,0,0,1637.4,3,Churned,Yes,1,91,2296,Competitor,Competitor offered higher download speeds,Yes
4816-JBHOV,Male,72,No,Yes,No,No,0,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,"87,383",Q3,No,0,2,Offer E,Yes,41.43,No,Yes,Cable,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.7,93.7,0,0,82.86,176.56,1,Churned,Yes,1,91,4618,Competitor,Competitor offered more data,No
3247-ZVOUO,Male,77,No,Yes,Yes,No,0,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,"24,908",Q3,No,0,10,Offer D,Yes,6.01,Yes,Yes,Fiber Optic,27,No,No,No,No,No,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,85.55,851.75,0,0,60.1,911.85,1,Churned,Yes,1,81,3336,Attitude,Attitude of support person,Yes
1268-ASBGA,Female,66,No,Yes,Yes,No,0,United States,California,Huntington Park,90255,"33.97803, -118.217141",33.97803,-118.217141,"78,114",Q3,Yes,1,16,Offer D,Yes,9.93,Yes,Yes,Fiber Optic,27,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,85.35,1375.15,0,0,158.88,1534.03,2,Churned,Yes,1,66,5769,Dissatisfaction,Limited range of services,Yes
4713-LZDRV,Female,80,No,Yes,No,No,0,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,11,Q3,No,0,2,Offer E,Yes,31.91,No,Yes,Cable,30,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.6,195.05,0,0,63.82,258.87,3,Churned,Yes,1,94,4322,Price,Long distance charges,No
4325-NFSKC,Male,68,No,Yes,No,No,0,United States,California,Pacific Palisades,90272,"34.079449, -118.548306",34.079449,-118.548306,"22,548",Q3,No,0,19,Offer D,Yes,28.12,Yes,Yes,Fiber Optic,25,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.6,1660,0,0,534.28,2194.28,1,Churned,Yes,1,87,2373,Price,Extra data charges,No
6502-HCJTI,Male,78,No,Yes,Yes,No,0,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,No,0,7,,Yes,9.7,Yes,Yes,Fiber Optic,17,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.7,673.1,0,0,67.9,741,1,Churned,Yes,1,75,3591,Attitude,Attitude of service provider,Yes
8258-GSTJK,Male,74,No,Yes,No,No,0,United States,California,San Pedro,90732,"33.744119, -118.31448",33.744119,-118.31448,"21,279",Q3,No,0,3,,Yes,48.34,Yes,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,77,237.75,0,0,145.02,382.77,1,Churned,Yes,1,96,3128,Competitor,Competitor had better devices,No
2995-UPRYS,Female,74,No,Yes,Yes,No,0,United States,California,Long Beach,90802,"33.752524, -118.210737",33.752524,-118.210737,"38,427",Q3,Yes,1,40,,Yes,19.76,No,Yes,Fiber Optic,22,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,99.2,4062.2,0,0,790.4,4852.6,3,Churned,Yes,1,69,5098,Other,Moved,Yes
6686-YPGHK,Male,65,No,Yes,No,No,0,United States,California,Long Beach,90808,"33.823943, -118.111335",33.823943,-118.111335,"37,417",Q3,No,0,47,,Yes,36.58,No,Yes,Fiber Optic,20,Yes,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Credit Card,85.5,4042.3,0,50,1719.26,5811.56,3,Churned,Yes,1,68,3645,Other,Moved,No
8020-BWHYL,Female,70,No,Yes,No,No,0,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,"7,527",Q3,No,0,15,,Yes,7.99,No,Yes,Fiber Optic,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.3,1147.45,0,0,119.85,1267.3,3,Churned,Yes,1,91,4526,Competitor,Competitor offered more data,No
6892-XPFPU,Male,70,No,Yes,Yes,No,0,United States,California,Pasadena,91107,"34.159007, -118.087353",34.159007,-118.087353,"32,369",Q3,Yes,3,24,Offer C,Yes,49.76,Yes,Yes,Fiber Optic,11,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.25,2433.9,0,0,1194.24,3628.14,1,Churned,Yes,1,80,2104,Competitor,Competitor offered higher download speeds,Yes
8010-EZLOU,Male,75,No,Yes,No,No,0,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,"13,158",Q3,No,0,15,,Yes,12.08,Yes,Yes,Fiber Optic,5,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.2,1217.25,0,0,181.2,1398.45,1,Churned,Yes,1,76,4958,Competitor,Competitor offered higher download speeds,No
8062-YBDOE,Male,70,No,Yes,No,No,0,United States,California,Canyon Country,91351,"34.422519, -118.420717",34.422519,-118.420717,"59,259",Q3,No,0,1,,Yes,7.23,No,Yes,Fiber Optic,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.65,69.65,0,0,7.23,76.88,2,Churned,Yes,1,78,5844,Other,Don't know,No
3672-YITQD,Male,71,No,Yes,Yes,No,0,United States,California,Castaic,91384,"34.506627, -118.699048",34.506627,-118.699048,"22,177",Q3,Yes,1,36,Offer C,Yes,31.65,Yes,Yes,Fiber Optic,15,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.1,3021.6,0,0,1139.4,4161,1,Churned,Yes,1,79,2987,Competitor,Competitor made better offer,Yes
8988-ECPJR,Female,79,No,Yes,Yes,No,0,United States,California,Van Nuys,91411,"34.17847, -118.459472",34.17847,-118.459472,"23,646",Q3,Yes,1,34,Offer C,Yes,25.84,Yes,Yes,Fiber Optic,15,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.6,2718.3,0,0,878.56,3596.86,1,Churned,Yes,1,66,3980,Dissatisfaction,Product dissatisfaction,Yes
3776-EKTKM,Female,79,No,Yes,No,No,0,United States,California,Burbank,91501,"34.188339, -118.300942",34.188339,-118.300942,"18,112",Q3,No,0,1,,No,0,No,Yes,Cable,26,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,36.45,36.45,0,0,0,36.45,3,Churned,Yes,1,96,5303,Dissatisfaction,Service dissatisfaction,No
0643-OKLRP,Female,73,No,Yes,Yes,No,0,United States,California,Azusa,91702,"34.174493, -117.87068",34.174493,-117.87068,"57,775",Q3,Yes,1,47,,Yes,38.31,Yes,Yes,Fiber Optic,7,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,80.35,3825.85,0,90,1800.57,5716.42,1,Churned,Yes,1,95,5915,Dissatisfaction,Network reliability,Yes
9381-NDKME,Female,74,No,Yes,Yes,No,0,United States,California,El Monte,91731,"34.079934, -118.046695",34.079934,-118.046695,"30,211",Q3,Yes,1,24,Offer C,No,0,No,Yes,Cable,29,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,40.65,933.3,0,0,0,933.3,1,Churned,Yes,1,85,3843,Dissatisfaction,Limited range of services,Yes
8327-LZKAS,Female,80,No,Yes,Yes,No,0,United States,California,Pomona,91767,"34.083086, -117.737997",34.083086,-117.737997,"46,626",Q3,Yes,1,43,,Yes,13.84,Yes,Yes,Cable,18,No,No,Yes,Yes,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,107.55,4533.9,0,140,595.12,5269.02,2,Churned,Yes,1,93,4423,Dissatisfaction,Service dissatisfaction,Yes
1075-BGWOH,Male,69,No,Yes,Yes,No,0,United States,California,Rosemead,91770,"34.065108, -118.082791",34.065108,-118.082791,"61,623",Q3,Yes,1,16,,Yes,15.16,Yes,Yes,Fiber Optic,7,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,98.75,1587.55,0,0,242.56,1830.11,2,Churned,Yes,1,87,3392,Attitude,Attitude of support person,Yes
8485-GJCDN,Female,71,No,Yes,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232358",32.787836,-117.232376,"46,086",Q3,No,0,5,,Yes,30.05,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.05,318.5,0,0,150.25,468.75,3,Churned,Yes,1,74,3368,Competitor,Competitor made better offer,No
6029-WTIPC,Male,73,No,Yes,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232360",32.787836,-117.232376,"46,086",Q3,No,0,37,Offer C,Yes,38.06,Yes,Yes,Fiber Optic,19,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101.1,3744.05,0,0,1408.22,5152.27,1,Churned,Yes,1,87,4424,Competitor,Competitor made better offer,No
3317-HRTNN,Female,79,No,Yes,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232367",32.787836,-117.232376,"46,086",Q3,No,0,5,,No,0,No,Yes,DSL,15,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,45.7,198,0,0,0,198,3,Churned,Yes,1,73,3561,Competitor,Competitor made better offer,No
5569-OUICF,Female,67,No,Yes,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232370",32.787836,-117.232376,"46,086",Q3,Yes,1,28,Offer C,Yes,16.43,Yes,Yes,Fiber Optic,20,No,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,101.3,2812.2,0,0,460.04,3272.24,3,Churned,Yes,1,68,4994,Competitor,Competitor made better offer,Yes
5747-PMBSQ,Male,72,No,Yes,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,1,10,,Yes,11.12,No,Yes,Fiber Optic,30,No,Yes,Yes,Yes,Yes,No,No,No,Month-to-Month,Yes,Credit Card,92.5,934.1,0,100,111.2,1145.3,1,Churned,Yes,1,77,2415,Competitor,Competitor made better offer,Yes
2982-IHMFT,Female,75,No,Yes,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,1,,Yes,39.61,Yes,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.45,74.45,0,0,39.61,114.06,3,Churned,Yes,1,67,4291,Competitor,Competitor made better offer,No
5143-EGQFK,Female,76,No,Yes,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,10,,No,0,No,Yes,Cable,20,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,29.65,291.4,0,110,0,401.4,2,Churned,Yes,1,89,5702,Other,Don't know,No
6168-WFVVF,Female,69,No,Yes,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,3,,Yes,5.54,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,235.5,0,0,16.62,252.12,3,Churned,Yes,1,91,5165,Competitor,Competitor made better offer,No
7450-NWRTR,Male,76,No,Yes,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,12,,Yes,21.89,Yes,Yes,Fiber Optic,26,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.45,1200.15,0,0,262.68,1462.83,3,Churned,Yes,1,91,2819,Competitor,Competitor made better offer,No
6005-OBZPH,Female,68,No,Yes,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,26,Offer C,Yes,9.09,Yes,Yes,Fiber Optic,12,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.15,2277.65,0,0,236.34,2513.99,1,Churned,Yes,1,89,4074,Other,Don't know,No
7932-WPTDS,Female,77,No,Yes,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,1,1,,No,0,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.8,24.8,0,0,0,24.8,1,Churned,Yes,1,73,5377,Competitor,Competitor made better offer,Yes
7000-WCEVQ,Female,67,No,Yes,No,No,0,United States,California,Wrightwood,92397,"34.358321, -117.618263",34.358321,-117.618263,"4,253",Q3,No,0,20,,Yes,27.11,Yes,Yes,DSL,27,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,61.6,1174.35,0,0,542.2,1716.55,1,Churned,Yes,1,85,3866,Price,Long distance charges,No
5959-BELXA,Male,67,No,Yes,No,No,0,United States,California,Yucaipa,92399,"34.04597, -117.011825",34.04597,-117.011825,"41,575",Q3,No,0,32,Offer C,Yes,25.45,Yes,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Credit Card,96.15,3019.25,0,0,814.4,3833.65,2,Churned,Yes,1,79,2246,Price,Price too high,No
2506-TNFCO,Female,76,No,Yes,Yes,No,0,United States,California,Riverside,92509,"34.004379, -117.447864",34.004379,-117.447864,"63,999",Q3,Yes,1,1,,Yes,12.46,No,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.55,69.55,0,0,12.46,82.01,2,Churned,Yes,1,67,5948,Dissatisfaction,Network reliability,Yes
6060-DRTNL,Female,66,No,Yes,No,No,0,United States,California,San Jacinto,92583,"33.796568, -116.924723",33.796568,-116.924723,"21,349",Q3,No,0,5,,Yes,27.35,No,Yes,Fiber Optic,27,No,No,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,84.85,415.55,0,20,136.75,572.3,1,Churned,Yes,1,74,3305,Competitor,Competitor had better devices,No
8473-VUVJN,Male,80,No,Yes,No,No,0,United States,California,Temecula,92590,"33.475493, -117.219551",33.475493,-117.219551,"3,070",Q3,No,0,1,,Yes,39.88,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.65,73.65,0,0,39.88,113.53,3,Churned,Yes,1,86,5443,Attitude,Attitude of service provider,No
0196-VULGZ,Female,78,No,Yes,Yes,No,0,United States,California,Irvine,92620,"33.716136, -117.752574",33.716136,-117.752574,"26,419",Q3,Yes,1,6,,Yes,28.71,Yes,Yes,Fiber Optic,17,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.35,474.9,0,0,172.26,647.16,3,Churned,Yes,1,77,5721,Other,Deceased,Yes
1976-CFOCS,Female,69,No,Yes,Yes,No,0,United States,California,Dana Point,92629,"33.477923, -117.705314",33.477923,-117.705314,"27,730",Q3,Yes,1,1,,Yes,7.74,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,46,46,0,0,7.74,53.74,1,Churned,Yes,1,67,4531,Competitor,Competitor had better devices,Yes
4631-OACRM,Male,78,No,Yes,No,No,0,United States,California,Lake Forest,92630,"33.644849, -117.684254",33.644849,-117.684254,"59,176",Q3,No,0,15,,Yes,17.23,No,Yes,Fiber Optic,12,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.4,1156.1,0,0,258.45,1414.55,1,Churned,Yes,1,74,3621,Competitor,Competitor offered higher download speeds,No
3755-JBMNH,Male,78,No,Yes,Yes,No,0,United States,California,Huntington Beach,92648,"33.679659, -118.016195",33.679659,-118.016195,"42,663",Q3,Yes,1,16,,Yes,45.9,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71.8,1167.8,0,0,734.4,1902.2,1,Churned,Yes,1,86,3327,Competitor,Competitor offered more data,Yes
6345-ULYRW,Male,68,No,Yes,Yes,No,0,United States,California,Laguna Beach,92651,"33.570023, -117.773669",33.570023,-117.773669,"25,206",Q3,Yes,1,44,,Yes,24.62,Yes,Yes,Cable,14,No,Yes,No,No,No,Yes,Yes,Yes,One Year,No,Credit Card,88.4,3912.9,0,0,1083.28,4996.18,3,Churned,Yes,1,91,2674,Competitor,Competitor made better offer,Yes
0013-EXCHZ,Female,75,No,Yes,Yes,No,0,United States,California,Camarillo,93010,"34.227846, -119.079903",34.227846,-119.079903,"42,853",Q3,Yes,3,3,,Yes,7.38,No,Yes,Fiber Optic,11,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,83.9,267.4,0,0,22.14,289.54,1,Churned,Yes,1,68,3464,Dissatisfaction,Network reliability,Yes
5550-VFRLC,Female,70,No,Yes,No,No,0,United States,California,Moorpark,93021,"34.312945, -118.858169",34.312945,-118.858169,"32,984",Q3,No,0,1,,Yes,43.45,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.85,69.85,0,40,43.45,153.3,1,Churned,Yes,1,68,5056,Dissatisfaction,Limited range of services,No
2657-ALMWY,Female,65,No,Yes,Yes,No,0,United States,California,Simi Valley,93065,"34.269449, -118.768471",34.269449,-118.768471,"64,802",Q3,Yes,1,26,Offer C,Yes,18.26,No,Yes,Fiber Optic,3,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.95,2169.75,0,0,474.76,2644.51,3,Churned,Yes,1,75,4316,Price,Price too high,Yes
6284-AHOOQ,Male,71,No,Yes,No,No,0,United States,California,Avenal,93204,"35.916943, -120.129921",35.916943,-120.129921,"14,697",Q3,No,0,22,,Yes,46.11,Yes,Yes,Fiber Optic,27,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.5,1910.6,0,0,1014.42,2925.02,1,Churned,Yes,1,71,5014,Other,Don't know,No
2460-FPSYH,Female,72,No,Yes,No,No,0,United States,California,Exeter,93221,"36.301689, -119.018233",36.301689,-119.018233,"13,333",Q3,No,0,40,,No,0,No,Yes,Cable,6,Yes,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,55.8,2109.35,0,80,0,2189.35,1,Churned,Yes,1,90,4272,Attitude,Attitude of support person,No
5028-HTLJB,Male,69,No,Yes,No,No,0,United States,California,New Cuyama,93254,"34.956577, -119.750142",34.956577,-119.750142,798,Q3,No,0,1,Offer E,Yes,19.87,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,20.05,0,0,19.87,39.92,1,Churned,Yes,1,91,3491,Price,Long distance charges,No
0875-CABNR,Female,70,No,Yes,No,No,0,United States,California,San Luis Obispo,93401,"35.233745, -120.626442",35.233745,-120.626442,"27,047",Q3,No,0,10,,Yes,16.85,No,Yes,Fiber Optic,30,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,84.6,865.55,0,0,168.5,1034.05,3,Churned,Yes,1,94,3320,Attitude,Attitude of support person,No
6982-UQZLY,Female,80,No,Yes,Yes,No,0,United States,California,Los Alamos,93440,"34.758699, -120.275839",34.758699,-120.275839,"1,328",Q3,Yes,1,1,Offer E,Yes,22.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.85,20.85,0,0,22.86,43.71,3,Churned,Yes,1,90,3817,Attitude,Attitude of support person,Yes
0193-ESZXP,Female,73,No,Yes,Yes,No,0,United States,California,Oceano,93445,"35.059695, -120.604741",35.059695,-120.604741,"7,435",Q3,Yes,1,58,,Yes,16.94,No,Yes,Fiber Optic,19,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,105.5,6205.5,0,0,982.52,7188.02,1,Churned,Yes,1,91,5067,Attitude,Attitude of support person,Yes
4369-HTUIF,Male,73,No,Yes,No,No,0,United States,California,Pismo Beach,93449,"35.165668, -120.655842",35.165668,-120.655842,"8,564",Q3,No,0,6,Offer E,Yes,29.41,No,Yes,Fiber Optic,30,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.15,503.6,0,0,176.46,680.06,2,Churned,Yes,1,90,5831,Attitude,Attitude of service provider,No
5287-QWLKY,Male,79,No,Yes,Yes,No,0,United States,California,Big Pine,93513,"37.245505, -118.062943",37.245505,-118.062943,"1,826",Q3,Yes,1,71,,Yes,44.66,Yes,Yes,Fiber Optic,8,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,105.1,7548.1,0,0,3170.86,10718.96,1,Churned,Yes,1,66,5725,Attitude,Attitude of support person,Yes
1891-UAWWU,Female,79,No,Yes,Yes,No,0,United States,California,Johannesburg,93528,"35.363339, -117.637641",35.363339,-117.637641,207,Q3,Yes,1,20,,Yes,4.77,Yes,Yes,Fiber Optic,17,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,90.8,1951,0,0,95.4,2046.4,1,Churned,Yes,1,87,2312,Competitor,Competitor had better devices,Yes
3096-JRDSO,Female,73,No,Yes,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,5,27,Offer C,Yes,10.19,Yes,Yes,Fiber Optic,27,Yes,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.3,2867.75,0,0,275.13,3142.88,1,Churned,Yes,1,75,3444,Competitor,Competitor made better offer,Yes
2398-YPMUR,Female,77,No,Yes,Yes,No,0,United States,California,Dinuba,93618,"36.523619, -119.386868",36.523619,-119.386868,"24,206",Q3,Yes,2,13,,Yes,37.86,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.15,916.75,0,90,492.18,1498.93,2,Churned,Yes,1,85,5101,Other,Poor expertise of online support,Yes
1265-XTECC,Female,68,No,Yes,Yes,No,0,United States,California,Madera,93638,"37.004068, -119.930027",37.004068,-119.930027,"49,247",Q3,Yes,5,68,,Yes,1.98,Yes,Yes,Fiber Optic,19,Yes,Yes,No,No,No,Yes,No,Yes,One Year,Yes,Credit Card,96.55,6581.9,0,0,134.64,6716.54,1,Churned,Yes,1,86,5957,Attitude,Attitude of service provider,Yes
4871-JTKJF,Female,70,No,Yes,No,No,0,United States,California,Selma,93662,"36.545322, -119.642281",36.545322,-119.642281,"26,213",Q3,No,0,1,,Yes,31.13,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.65,69.65,0,0,31.13,100.78,3,Churned,Yes,1,82,4741,Attitude,Attitude of service provider,No
1415-YFWLT,Female,68,No,Yes,No,No,0,United States,California,Shaver Lake,93664,"37.223, -119.001021",37.223,-119.001021,642,Q3,No,0,1,Offer E,Yes,30.23,No,Yes,Fiber Optic,30,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.3,89.3,0,0,30.23,119.53,1,Churned,Yes,1,85,3067,Competitor,Competitor had better devices,No
3500-RMZLT,Female,76,No,Yes,No,No,0,United States,California,Fresno,93702,"36.739385, -119.753649",36.739385,-119.753649,"47,999",Q3,No,0,15,,Yes,19.11,No,Yes,Fiber Optic,8,Yes,No,Yes,Yes,No,Yes,No,No,Month-to-Month,Yes,Credit Card,96.3,1426.75,0,150,286.65,1863.4,1,Churned,Yes,1,72,2933,Attitude,Attitude of support person,No
2642-DTVCO,Male,68,No,Yes,No,No,0,United States,California,Chualar,93925,"36.596271, -121.442274",36.596271,-121.442274,"1,140",Q3,No,0,9,Offer E,Yes,12.18,Yes,Yes,Fiber Optic,6,No,No,No,No,No,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,85.05,746.5,0,30,109.62,886.12,3,Churned,Yes,1,74,5095,Attitude,Attitude of service provider,No
1363-TXLSL,Male,80,No,Yes,Yes,No,0,United States,California,San Lucas,93954,"36.125529, -120.864443",36.125529,-120.864443,521,Q3,No,0,1,Offer E,Yes,39.1,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,70.3,0,0,39.1,109.4,1,Churned,Yes,1,91,4962,Competitor,Competitor had better devices,Yes
7136-RVDTZ,Male,79,No,Yes,No,No,0,United States,California,Portola Valley,94028,"37.369709, -122.215844",37.369709,-122.215844,"6,601",Q3,No,0,70,,No,0,No,Yes,DSL,20,No,No,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,45.25,3264.45,0,0,0,3264.45,2,Churned,Yes,1,90,5824,Attitude,Attitude of service provider,No
6927-WTFIV,Male,78,No,Yes,No,No,0,United States,California,Redwood City,94061,"37.461251, -122.235414",37.461251,-122.235414,"35,737",Q3,No,0,20,Offer D,Yes,5.71,No,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,71.3,1389.2,0,0,114.2,1503.4,2,Churned,Yes,1,91,3684,Attitude,Attitude of service provider,No
3398-ZOUAA,Male,76,No,Yes,Yes,No,0,United States,California,Redwood City,94063,"37.499411, -122.196318",37.499411,-122.196318,"32,368",Q3,Yes,1,21,Offer D,Yes,19.74,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.1,1474.75,0,0,414.54,1889.29,2,Churned,Yes,1,67,3853,Attitude,Attitude of support person,Yes
4844-JJWUY,Female,65,No,Yes,No,No,0,United States,California,San Francisco,94121,"37.776718, -122.495781",37.776718,-122.495781,"42,476",Q3,No,0,1,Offer E,Yes,28.82,No,Yes,Fiber Optic,22,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86,86,0,0,28.82,114.82,1,Churned,Yes,1,82,5359,Competitor,Competitor made better offer,No
4785-QRJHC,Male,80,No,Yes,Yes,No,0,United States,California,San Francisco,94132,"37.722302, -122.491129",37.722302,-122.491129,"26,297",Q3,Yes,1,46,,No,0,No,Yes,DSL,15,No,Yes,Yes,Yes,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,59.9,2816.65,0,150,0,2966.65,3,Churned,Yes,1,80,4011,Competitor,Competitor offered higher download speeds,Yes
1965-AKTSX,Female,65,No,Yes,No,No,0,United States,California,Byron,94514,"37.83323, -121.601461",37.83323,-121.601461,"10,153",Q3,No,0,14,Offer D,Yes,16.36,Yes,Yes,Fiber Optic,6,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.95,1101.85,0,0,229.04,1330.89,1,Churned,Yes,1,88,5203,Competitor,Competitor made better offer,No
7248-VZQLC,Female,78,No,Yes,No,No,0,United States,California,Concord,94521,"37.971421, -121.971504",37.971421,-121.971504,"39,888",Q3,No,0,47,,Yes,16.83,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.2,3969.35,0,0,791.01,4760.36,1,Churned,Yes,1,72,4661,Price,Price too high,No
0011-IGKFF,Male,78,No,Yes,Yes,No,0,United States,California,Martinez,94553,"38.014457, -122.115432",38.014457,-122.115432,"46,677",Q3,Yes,1,13,Offer D,Yes,27.82,No,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,98,1237.85,0,0,361.66,1599.51,1,Churned,Yes,1,91,3714,Dissatisfaction,Product dissatisfaction,Yes
6496-SLWHQ,Male,68,No,Yes,No,No,0,United States,California,Moraga,94556,"37.827946, -122.107185",37.827946,-122.107185,"16,510",Q3,No,0,3,Offer E,Yes,35.43,Yes,Yes,Fiber Optic,18,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,105,294.45,0,0,106.29,400.74,3,Churned,Yes,1,87,5960,Attitude,Attitude of support person,No
9912-GVSEQ,Female,73,No,Yes,Yes,No,0,United States,California,Napa,94558,"38.489789, -122.27011",38.489789,-122.27011,"63,947",Q3,Yes,1,26,Offer C,Yes,9.28,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.85,2381.55,0,0,241.28,2622.83,2,Churned,Yes,1,86,2591,Dissatisfaction,Network reliability,Yes
5383-MMTWC,Female,75,No,Yes,Yes,No,0,United States,California,Oakley,94561,"37.999406, -121.686241",37.999406,-121.686241,"27,607",Q3,Yes,1,8,,Yes,46.05,Yes,Yes,Fiber Optic,22,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84,613.4,0,0,368.4,981.8,3,Churned,Yes,1,91,4819,Dissatisfaction,Limited range of services,Yes
6877-LGWXO,Male,66,No,Yes,Yes,No,0,United States,California,Pleasanton,94588,"37.685052, -121.912061",37.685052,-121.912061,"28,568",Q3,Yes,1,18,Offer D,Yes,4.98,No,Yes,Fiber Optic,18,No,No,No,No,No,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,78.55,1422.65,0,0,89.64,1512.29,3,Churned,Yes,1,84,3521,Attitude,Attitude of support person,Yes
5167-GBFRE,Male,73,No,Yes,No,No,0,United States,California,Oakland,94602,"37.803883, -122.208417",37.803883,-122.208417,"28,900",Q3,No,0,4,Offer E,No,0,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.2,102.5,0,0,0,102.5,3,Churned,Yes,1,72,4694,Other,Poor expertise of online support,No
1324-NLTJE,Female,73,No,Yes,No,No,0,United States,California,Emeryville,94608,"37.83726, -122.287648",37.83726,-122.287648,"24,589",Q3,No,0,15,Offer D,Yes,17.19,Yes,Yes,DSL,19,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,55,757.1,0,0,257.85,1014.95,1,Churned,Yes,1,94,3167,Other,Don't know,No
5567-WSELE,Male,70,No,Yes,Yes,No,0,United States,California,Richmond,94801,"37.945288, -122.383941",37.945288,-122.383941,"28,450",Q3,Yes,1,3,Offer E,Yes,32.31,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.6,279.55,0,0,96.93,376.48,1,Churned,Yes,1,87,3019,Competitor,Competitor had better devices,Yes
6646-VRFOL,Male,74,No,Yes,Yes,No,0,United States,California,Larkspur,94939,"37.937082, -122.532369",37.937082,-122.532369,"6,773",Q3,Yes,1,53,,Yes,39.36,Yes,Yes,Fiber Optic,23,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,103.85,5485.5,0,0,2086.08,7571.58,1,Churned,Yes,1,87,5860,Competitor,Competitor had better devices,Yes
9090-SGQXL,Male,70,No,Yes,Yes,No,0,United States,California,Ben Lomond,95005,"37.078873, -122.090386",37.078873,-122.090386,"6,407",Q3,Yes,1,68,,Yes,47.17,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,105.3,7299.65,0,0,3207.56,10507.21,3,Churned,Yes,1,79,6284,Competitor,Competitor offered more data,Yes
6595-YGXIT,Male,71,No,Yes,No,No,0,United States,California,Boulder Creek,95006,"37.171727, -122.142961",37.171727,-122.142961,"10,520",Q3,No,0,25,Offer C,Yes,47.66,Yes,Yes,Fiber Optic,23,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.95,2291.2,0,0,1191.5,3482.7,2,Churned,Yes,1,91,3878,Competitor,Competitor made better offer,No
9835-ZIITK,Male,66,No,Yes,Yes,No,0,United States,California,Campbell,95008,"37.279689, -121.954567",37.279689,-121.954567,"44,976",Q3,Yes,1,66,,Yes,48.87,Yes,Yes,Fiber Optic,13,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,110.85,7491.75,0,0,3225.42,10717.17,1,Churned,Yes,1,74,4281,Competitor,Competitor made better offer,Yes
5649-TJHOV,Male,68,No,Yes,Yes,No,0,United States,California,Davenport,95017,"37.114335, -122.237162",37.114335,-122.237162,857,Q3,Yes,1,27,Offer C,No,0,No,Yes,DSL,25,No,No,No,No,No,Yes,No,No,Month-to-Month,No,Bank Withdrawal,36.5,1032,0,30,0,1062,1,Churned,Yes,1,93,4564,Dissatisfaction,Product dissatisfaction,Yes
9253-QXKBE,Male,73,No,Yes,Yes,No,0,United States,California,Morgan Hill,95037,"37.161544, -121.649371",37.161544,-121.649371,"41,707",Q3,Yes,1,29,,Yes,6.25,Yes,Yes,Fiber Optic,21,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.45,2653.65,0,0,181.25,2834.9,1,Churned,Yes,1,71,2233,Competitor,Competitor had better devices,Yes
8775-LHDJH,Female,77,No,Yes,Yes,No,0,United States,California,San Jose,95136,"37.270938, -121.851046",37.270938,-121.851046,"36,944",Q3,Yes,1,1,Offer E,Yes,13.02,Yes,Yes,Fiber Optic,30,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.6,90.6,0,0,13.02,103.62,2,Churned,Yes,1,93,2905,Other,Don't know,Yes
3097-NQYSN,Male,73,No,Yes,Yes,No,0,United States,California,San Jose,95139,"37.218705, -121.762429",37.218705,-121.762429,"7,023",Q3,Yes,3,2,,Yes,4.19,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,86.85,156.35,0,40,8.38,204.73,1,Churned,Yes,1,78,5204,Competitor,Competitor had better devices,Yes
3565-UNOCC,Female,65,No,Yes,Yes,No,0,United States,California,Stockton,95209,"38.044523, -121.348048",38.044523,-121.348048,"30,814",Q3,Yes,1,29,,Yes,22.33,Yes,Yes,Fiber Optic,6,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.05,2952.85,0,0,647.57,3600.42,1,Churned,Yes,1,82,3179,Competitor,Competitor offered higher download speeds,Yes
9190-MFJLN,Male,65,No,Yes,No,No,0,United States,California,Vallecito,95251,"38.055562, -120.456298",38.055562,-120.456298,460,Q3,No,0,19,Offer D,Yes,32.77,No,Yes,Fiber Optic,4,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.9,1777.9,0,0,622.63,2400.53,1,Churned,Yes,1,68,2851,Competitor,Competitor had better devices,No
1095-JUDTC,Female,78,No,Yes,No,No,0,United States,California,Woodbridge,95258,"38.169605, -121.310964",38.169605,-121.310964,"4,176",Q3,No,0,47,,Yes,14.22,Yes,Yes,Fiber Optic,11,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.05,4504.55,0,0,668.34,5172.89,2,Churned,Yes,1,65,5214,Competitor,Competitor offered higher download speeds,No
5385-SUIRI,Male,69,No,Yes,Yes,No,0,United States,California,Delhi,95315,"37.422961, -120.765493",37.422961,-120.765493,"10,159",Q3,No,0,52,,Yes,37.6,Yes,Yes,Fiber Optic,23,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.2,5568.35,0,0,1955.2,7523.55,1,Churned,Yes,1,68,5648,Competitor,Competitor offered higher download speeds,Yes
6328-ZPBGN,Female,67,No,Yes,No,No,0,United States,California,Riverbank,95367,"37.734971, -120.954271",37.734971,-120.954271,"16,525",Q3,No,0,11,,Yes,3.62,Yes,Yes,Fiber Optic,22,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.15,997.65,0,0,39.82,1037.47,2,Churned,Yes,1,71,4074,Price,Extra data charges,No
2856-NNASM,Male,74,No,Yes,No,No,0,United States,California,Santa Rosa,95407,"38.394091, -122.739814",38.394091,-122.739814,"30,876",Q3,No,0,43,,Yes,39.12,No,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,89.55,3856.75,0,0,1682.16,5538.91,1,Churned,Yes,1,73,3802,Dissatisfaction,Network reliability,No
6769-DYBQN,Male,77,No,Yes,No,No,0,United States,California,Clearlake,95422,"38.965804, -122.631779",38.965804,-122.631779,"13,485",Q3,No,0,46,,Yes,36.78,No,Yes,Fiber Optic,29,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85,3969.4,0,0,1691.88,5661.28,1,Churned,Yes,1,71,2097,Attitude,Attitude of support person,No
2446-BEGGB,Female,79,No,Yes,No,No,0,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,No,0,6,,Yes,47.35,Yes,Yes,Fiber Optic,29,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.25,560.6,0,0,284.1,844.7,3,Churned,Yes,1,83,3330,Attitude,Attitude of support person,No
1496-GGSUK,Female,68,No,Yes,No,No,0,United States,California,Fulton,95439,"38.493888, -122.777141",38.493888,-122.777141,476,Q3,No,0,1,,No,0,No,Yes,Cable,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,25.7,25.7,0,0,0,25.7,1,Churned,Yes,1,83,4095,Attitude,Attitude of service provider,No
3296-SILRA,Female,76,No,Yes,Yes,No,0,United States,California,Lakeport,95453,"39.080469, -122.955176",39.080469,-122.955176,"11,180",Q3,Yes,6,1,,Yes,41.16,No,Yes,Fiber Optic,6,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,76.4,76.4,0,0,41.16,117.56,2,Churned,Yes,1,89,2426,Attitude,Attitude of support person,Yes
5180-UCIIQ,Male,80,No,Yes,Yes,Yes,2,United States,California,Lucerne,95458,"39.141934, -122.770679",39.141934,-122.770679,"3,002",Q3,Yes,5,22,,No,0,No,Yes,Cable,18,Yes,No,No,No,No,Yes,No,Yes,Month-to-Month,No,Mailed Check,40.05,880.2,0,0,0,880.2,1,Churned,Yes,1,75,2061,Other,Moved,Yes
1977-STDKI,Female,72,No,Yes,No,No,0,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,752,Q3,No,0,1,,Yes,20.55,No,Yes,Fiber Optic,5,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73,73,0,0,20.55,93.55,1,Churned,Yes,1,76,4116,Competitor,Competitor offered more data,No
5813-UECBU,Male,78,No,Yes,No,No,0,United States,California,Bridgeville,95526,"40.372532, -123.525626",40.372532,-123.525626,695,Q3,No,0,33,,Yes,38.53,Yes,Yes,Fiber Optic,2,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,83.85,2716.3,0,0,1271.49,3987.79,2,Churned,Yes,1,79,2583,Competitor,Competitor made better offer,No
4342-HENTK,Female,67,No,Yes,No,No,0,United States,California,Garberville,95542,"40.057784, -123.679461",40.057784,-123.679461,"2,423",Q3,No,0,2,,Yes,12.52,No,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.65,142.35,0,0,25.04,167.39,1,Churned,Yes,1,74,2189,Competitor,Competitor had better devices,No
1597-LHYNC,Female,74,No,Yes,No,No,0,United States,California,Auburn,95602,"38.99003, -121.114408",38.99003,-121.114408,"18,197",Q3,No,0,26,,Yes,47.63,Yes,Yes,Fiber Optic,26,Yes,Yes,No,No,No,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,95,2497.2,0,60,1238.38,3795.58,1,Churned,Yes,1,90,4232,Price,Price too high,No
8651-ENBZX,Female,68,No,Yes,No,No,0,United States,California,Grizzly Flats,95636,"38.636102, -120.522149",38.636102,-120.522149,659,Q3,No,0,60,,Yes,34.39,Yes,Yes,Fiber Optic,17,No,No,Yes,Yes,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,106,6441.4,0,110,2063.4,8614.8,3,Churned,Yes,1,78,5507,Price,Long distance charges,No
9286-DOJGF,Female,66,No,Yes,Yes,No,0,United States,California,Lotus,95651,"38.815515, -120.916997",38.815515,-120.916997,485,Q3,Yes,5,38,,Yes,15.78,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,2869.85,0,0,599.64,3469.49,1,Churned,Yes,1,82,5165,Dissatisfaction,Product dissatisfaction,Yes
9661-MHUMO,Male,71,No,Yes,Yes,Yes,1,United States,California,Mather,95655,"38.549822, -121.266725",38.549822,-121.266725,929,Q3,Yes,3,1,,Yes,8.38,No,Yes,DSL,19,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.25,49.25,0,0,8.38,57.63,3,Churned,Yes,1,84,4478,Dissatisfaction,Service dissatisfaction,Yes
8884-ADFVN,Male,65,No,Yes,Yes,No,0,United States,California,Roseville,95678,"38.759751, -121.288545",38.759751,-121.288545,"30,614",Q3,Yes,2,7,,Yes,34.66,Yes,Yes,Fiber Optic,3,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.95,700.85,0,0,242.62,943.47,1,Churned,Yes,1,74,2016,Other,Don't know,Yes
2720-WGKHP,Male,65,No,Yes,No,No,0,United States,California,Sloughhouse,95683,"38.470423, -121.114897",38.470423,-121.114897,"4,731",Q3,No,0,2,Offer E,Yes,20.99,Yes,Yes,Fiber Optic,22,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94,181.7,0,0,41.98,223.68,1,Churned,Yes,1,93,5569,Other,Don't know,No
9776-CLUJA,Female,69,No,Yes,Yes,No,0,United States,California,Sacramento,95829,"38.486502, -121.334051",38.486502,-121.334051,"11,396",Q3,Yes,1,51,,Yes,17.87,Yes,Yes,Fiber Optic,9,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,77.5,3807.35,0,0,911.37,4718.72,1,Churned,Yes,1,96,5748,Competitor,Competitor offered more data,Yes
3551-HUAZH,Male,68,No,Yes,No,No,0,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,"1,237",Q3,No,0,1,Offer E,Yes,11.08,Yes,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.4,74.4,0,0,11.08,85.48,2,Churned,Yes,1,89,3429,Price,Price too high,No
8634-MPHTR,Male,68,No,Yes,Yes,No,0,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,452,Q3,Yes,1,47,,Yes,8.97,Yes,Yes,Fiber Optic,19,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.05,4871.05,0,0,421.59,5292.64,1,Churned,Yes,1,91,5166,Attitude,Attitude of support person,Yes
2474-BRUCM,Male,76,No,Yes,Yes,No,0,United States,California,Redding,96002,"40.527834, -122.318749",40.527834,-122.318749,"30,338",Q3,Yes,1,40,,Yes,2.85,Yes,Yes,Fiber Optic,3,Yes,No,No,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,101.85,4086.3,0,0,114,4200.3,1,Churned,Yes,1,84,2837,Other,Don't know,Yes
0616-ATFGB,Male,74,No,Yes,Yes,No,0,United States,California,Shasta Lake,96019,"40.692523, -122.369876",40.692523,-122.369876,"6,277",Q3,Yes,1,1,Offer E,No,0,No,Yes,Cable,18,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.05,25.05,0,0,0,25.05,1,Churned,Yes,1,95,2119,Competitor,Competitor had better devices,Yes
7235-NXZCP,Male,79,No,Yes,No,No,0,United States,California,Hornbrook,96044,"41.962127, -122.527696",41.962127,-122.527696,"1,026",Q3,No,0,2,Offer E,Yes,45.41,Yes,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,74.85,156.4,0,0,90.82,247.22,2,Churned,Yes,1,84,5378,Competitor,Competitor made better offer,No
6661-HBGWL,Female,69,No,Yes,No,No,0,United States,California,Mineral,96063,"40.408796, -121.579609",40.408796,-121.579609,124,Q3,No,0,42,,Yes,16.22,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.75,4323.45,0,0,681.24,5004.69,1,Churned,Yes,1,79,2984,Dissatisfaction,Network reliability,No
9317-WZPGV,Female,74,No,Yes,No,No,0,United States,California,Paskenta,96074,"39.884395, -122.587513",39.884395,-122.587513,263,Q3,No,0,2,Offer E,Yes,39.63,No,Yes,Fiber Optic,23,No,No,No,No,No,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,79.75,159.4,0,10,79.26,248.66,3,Churned,Yes,1,77,4038,Price,Extra data charges,No
3621-CEOVK,Female,71,No,Yes,Yes,No,0,United States,California,Trinity Center,96091,"41.081847, -122.700545",41.081847,-122.700545,734,Q3,Yes,1,14,,Yes,47.01,Yes,Yes,Fiber Optic,19,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.2,1369.8,0,0,658.14,2027.94,1,Churned,Yes,1,90,3369,Dissatisfaction,Service dissatisfaction,Yes
7632-MNYOY,Male,69,No,Yes,No,No,0,United States,California,Tahoe Vista,96148,"39.24124, -120.054765",39.24124,-120.054765,678,Q3,No,0,66,,Yes,9.9,Yes,Yes,Fiber Optic,25,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,No,Credit Card,110.9,7432.05,0,0,653.4,8085.45,3,Churned,Yes,1,93,4389,Attitude,Attitude of service provider,No
9248-OJYKK,Male,74,No,Yes,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,,Yes,3.84,Yes,Yes,Fiber Optic,13,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,76.45,76.45,0,10,3.84,90.29,3,Churned,Yes,1,95,3763,Competitor,Competitor made better offer,No
3398-FSHON,Female,79,No,Yes,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,12,,Yes,34.01,Yes,Yes,Fiber Optic,18,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.3,1094.5,0,0,408.12,1502.62,2,Churned,Yes,1,94,4703,Competitor,Competitor made better offer,No
3319-DWOEP,Male,69,No,Yes,Yes,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,6,Offer E,Yes,47.9,No,Yes,Fiber Optic,6,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.75,573.75,0,0,287.4,861.15,3,Churned,Yes,1,90,5750,Competitor,Competitor made better offer,Yes
0818-OCPZO,Male,80,No,Yes,No,No,0,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,"38,128",Q3,No,0,27,,Yes,42.91,Yes,Yes,Fiber Optic,5,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.45,2122.05,0,0,1158.57,3280.62,3,Churned,Yes,1,83,2571,Competitor,Competitor offered more data,No
1389-CXMLU,Male,65,No,Yes,No,No,0,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,"42,459",Q3,No,0,3,Offer E,Yes,26.32,Yes,Yes,Fiber Optic,8,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,91.05,289.1,0,0,78.96,368.06,2,Churned,Yes,1,91,2194,Competitor,Competitor made better offer,No
5561-NWEVX,Female,78,No,Yes,Yes,No,0,United States,California,Hermosa Beach,90254,"33.86532, -118.396336",33.86532,-118.396336,"18,693",Q3,Yes,1,2,Offer E,Yes,17.73,Yes,Yes,Fiber Optic,18,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.2,172.85,0,0,35.46,208.31,3,Churned,Yes,1,67,4225,Price,Price too high,Yes
2272-QAGFO,Female,75,No,Yes,No,No,0,United States,California,Inglewood,90304,"33.936827, -118.359824",33.936827,-118.359824,"28,680",Q3,No,0,14,,Yes,35.07,Yes,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.3,1096.25,0,0,490.98,1587.23,3,Churned,Yes,1,71,5342,Dissatisfaction,Service dissatisfaction,No
3768-NLUBH,Male,73,No,Yes,Yes,No,0,United States,California,Torrance,90503,"33.840399, -118.353714",33.840399,-118.353714,"41,979",Q3,Yes,1,57,Offer B,Yes,42.1,Yes,Yes,Fiber Optic,3,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,100.6,5746.15,0,0,2399.7,8145.85,1,Churned,Yes,1,74,5247,Dissatisfaction,Network reliability,Yes
7359-SSBJK,Female,80,No,Yes,No,No,0,United States,California,Whittier,90605,"33.960891, -118.032222",33.960891,-118.032222,"38,181",Q3,No,0,64,Offer B,Yes,29.12,No,Yes,DSL,24,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,70.2,4481,0,0,1863.68,6344.68,1,Churned,Yes,1,89,6080,Price,Lack of affordable download/upload speed,No
0685-MLYYM,Female,74,No,Yes,No,No,0,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,"44,442",Q3,No,0,2,Offer E,Yes,9.86,No,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.75,154.85,0,0,19.72,174.57,2,Churned,Yes,1,96,4407,Price,Long distance charges,No
7957-RYHQD,Female,65,No,Yes,No,No,0,United States,California,Bellflower,90706,"33.887676, -118.127289",33.887676,-118.127289,"72,893",Q3,No,0,40,Offer B,Yes,44.86,No,Yes,Fiber Optic,4,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.2,3233.85,0,0,1794.4,5028.25,1,Churned,Yes,1,94,3207,Price,Price too high,No
6230-BSUXY,Female,71,No,Yes,No,No,0,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,"55,306",Q3,No,0,1,,Yes,42.5,No,Yes,Fiber Optic,8,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85,85,0,0,42.5,127.5,2,Churned,Yes,1,93,2650,Dissatisfaction,Network reliability,No
3990-QYKBE,Male,74,No,Yes,Yes,No,0,United States,California,La Canada Flintridge,91011,"34.234912, -118.153729",34.234912,-118.153729,"20,200",Q3,Yes,3,37,,Yes,49.37,Yes,Yes,Fiber Optic,4,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.5,3473.4,0,0,1826.69,5300.09,1,Churned,Yes,1,95,4127,Competitor,Competitor had better devices,Yes
9274-CNFMO,Male,76,No,Yes,Yes,No,0,United States,California,Pacoima,91331,"34.255442, -118.421314",34.255442,-118.421314,"97,318",Q3,Yes,1,4,,Yes,28.11,Yes,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.95,308.7,0,0,112.44,421.14,2,Churned,Yes,1,69,3716,Competitor,Competitor offered more data,Yes
3005-NFMTA,Male,73,No,Yes,No,No,0,United States,California,Valencia,91354,"34.457005, -118.573726",34.457005,-118.573726,"17,846",Q3,No,0,55,Offer B,Yes,8.93,Yes,Yes,Fiber Optic,21,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.8,5617.75,0,0,491.15,6108.9,2,Churned,Yes,1,69,5543,Price,Price too high,No
5389-FFVKB,Male,71,No,Yes,Yes,No,0,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,"42,526",Q3,Yes,1,32,,Yes,2.08,No,Yes,Fiber Optic,25,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,80.3,2483.05,0,0,66.56,2549.61,1,Churned,Yes,1,94,5365,Dissatisfaction,Service dissatisfaction,Yes
8444-WRIDW,Female,72,No,Yes,No,No,0,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,"33,057",Q3,No,0,66,,Yes,45.59,Yes,Yes,Fiber Optic,24,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,80.45,5224.35,0,140,3008.94,8373.29,2,Churned,Yes,1,79,5011,Attitude,Attitude of support person,No
5868-YWPDW,Male,76,No,Yes,Yes,No,0,United States,California,Sherman Oaks,91423,"34.146957, -118.432138",34.146957,-118.432138,"29,387",Q3,Yes,1,6,,Yes,40.44,No,Yes,Fiber Optic,25,No,Yes,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.2,519.15,0,0,242.64,761.79,2,Churned,Yes,1,72,5834,Dissatisfaction,Limited range of services,Yes
1273-MTETI,Female,69,No,Yes,No,No,0,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,"23,079",Q3,No,0,4,,Yes,12.86,Yes,Yes,Fiber Optic,4,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.85,372.45,0,0,51.44,423.89,3,Churned,Yes,1,74,2754,Other,Don't know,No
5480-HPRRX,Female,80,No,Yes,No,No,0,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,"25,135",Q3,No,0,3,,No,0,No,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.3,77.75,0,0,0,77.75,3,Churned,Yes,1,74,3542,Attitude,Attitude of support person,No
7234-FECYN,Female,78,No,Yes,No,No,0,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,"38,041",Q3,No,0,8,,Yes,43.98,Yes,Yes,Fiber Optic,27,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,101.35,780.5,0,0,351.84,1132.34,3,Churned,Yes,1,68,5546,Attitude,Attitude of support person,No
1400-MMYXY,Male,71,No,Yes,Yes,No,0,United States,California,Alhambra,91801,"34.090925, -118.128164",34.090925,-118.128164,"54,382",Q3,Yes,1,3,,Yes,41.3,Yes,Yes,Fiber Optic,2,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,105.9,334.65,0,0,123.9,458.55,2,Churned,Yes,1,71,2715,Attitude,Attitude of service provider,Yes
7142-HVGBG,Male,73,No,Yes,Yes,No,0,United States,California,Mount Laguna,91948,"32.830852, -116.444601",32.830852,-116.444601,81,Q3,Yes,1,43,Offer B,Yes,17.43,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,103,4414.3,0,0,749.49,5163.79,1,Churned,Yes,1,91,2505,Competitor,Competitor had better devices,Yes
1564-NTYXF,Female,79,No,Yes,No,No,0,United States,California,San Marcos,92078,"33.119028, -117.166036",33.119028,-117.166036,"6,760",Q3,No,0,13,,Yes,4.45,Yes,Yes,Fiber Optic,25,No,No,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,82,1127.2,0,0,57.85,1185.05,2,Churned,Yes,1,91,3363,Attitude,Attitude of support person,No
0886-QGENL,Female,72,No,Yes,Yes,No,0,United States,California,San Diego,92104,"32.741499, -117.127409",32.741499,-117.127409,"47,689",Q3,Yes,1,27,,Yes,45.82,No,Yes,Fiber Optic,13,Yes,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101.25,2754.45,0,0,1237.14,3991.59,1,Churned,Yes,1,77,4853,Attitude,Attitude of service provider,Yes
8739-WWKDU,Male,69,No,Yes,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232376",32.787836,-117.232376,"46,086",Q3,No,0,25,,Yes,18.46,Yes,Yes,Fiber Optic,3,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.5,2196.15,0,0,461.5,2657.65,1,Churned,Yes,1,90,4849,Competitor,Competitor had better devices,No
8685-WHQPW,Female,79,No,Yes,No,No,0,United States,California,San Diego,92110,"32.76501, -117.19938",32.76501,-117.19938,"24,169",Q3,No,0,22,,Yes,5.09,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,74.4,1692.6,0,0,111.98,1804.58,1,Churned,Yes,1,81,2407,Competitor,Competitor had better devices,No
7240-FQLHE,Female,68,No,Yes,Yes,No,0,United States,California,San Diego,92114,"32.707892, -117.05512",32.707892,-117.05512,"66,838",Q3,Yes,1,18,,Yes,25.27,Yes,Yes,Fiber Optic,15,No,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,99.75,1836.25,0,0,454.86,2291.11,2,Churned,Yes,1,68,5857,Attitude,Attitude of support person,Yes
6664-FPDAC,Female,77,No,Yes,No,No,0,United States,California,San Diego,92115,"32.762506, -117.07245",32.762506,-117.07245,"56,887",Q3,No,0,56,Offer B,Yes,19.46,Yes,Yes,Fiber Optic,28,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,111.95,6418.9,0,0,1089.76,7508.66,3,Churned,Yes,1,91,4060,Attitude,Attitude of service provider,No
0786-VSSUD,Male,68,No,Yes,No,No,0,United States,California,San Diego,92123,"32.808814, -117.134694",32.808814,-117.134694,"25,232",Q3,No,0,16,,No,0,No,Yes,DSL,24,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,39,679.85,0,0,0,679.85,1,Churned,Yes,1,92,5692,Competitor,Competitor had better devices,No
6583-QGCSI,Female,79,No,Yes,Yes,No,0,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,"3,873",Q3,Yes,1,50,Offer B,Yes,37.12,Yes,Yes,Fiber Optic,4,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,88.05,4367.35,0,100,1856,6323.35,3,Churned,Yes,1,87,5813,Competitor,Competitor made better offer,Yes
1980-KXVPM,Female,68,No,Yes,No,No,0,United States,California,El Centro,92243,"32.770393, -115.60915",32.770393,-115.60915,"43,712",Q3,No,0,3,,Yes,23.82,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.05,256.25,0,0,71.46,327.71,1,Churned,Yes,1,83,3553,Competitor,Competitor had better devices,No
0723-DRCLG,Female,73,No,Yes,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,1,,Yes,31.27,Yes,Yes,Fiber Optic,11,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,74.45,74.45,0,10,31.27,115.72,2,Churned,Yes,1,94,2394,Other,Don't know,Yes
6894-LFHLY,Male,79,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,1,,Yes,8.35,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.75,75.75,0,0,8.35,84.1,1,Churned,Yes,1,90,5571,Competitor,Competitor made better offer,No
8361-LTMKD,Male,75,No,Yes,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,4,,Yes,10.61,Yes,Yes,Fiber Optic,8,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,74.4,306.6,0,20,42.44,369.04,2,Churned,Yes,1,77,5839,Competitor,Competitor made better offer,Yes
3841-NFECX,Female,69,No,Yes,Yes,No,0,United States,California,Los Angeles,90033,"34.050198, -118.210946",34.050198,-118.210946,"49,431",Q3,Yes,3,71,,Yes,47.02,Yes,Yes,Fiber Optic,12,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,96.35,6766.95,0,0,3338.42,10105.37,4,Stayed,No,0,38,5309,,,Yes
4929-XIHVW,Male,79,No,Yes,Yes,No,0,United States,California,Los Angeles,90034,"34.030578, -118.399613",34.030578,-118.399613,"58,218",Q3,Yes,10,2,Offer E,Yes,33.1,No,Yes,Fiber Optic,11,No,No,Yes,No,Yes,Yes,No,No,One Year,Yes,Credit Card,95.5,181.65,0,10,66.2,257.85,5,Joined,No,0,69,4449,,,Yes
3413-BMNZE,Male,71,No,Yes,No,No,0,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,"56,709",Q3,No,0,1,Offer E,Yes,11.89,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,45.25,45.25,0,0,11.89,57.14,3,Joined,No,0,40,3144,,,No
8012-SOUDQ,Female,65,No,Yes,No,No,0,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,"38,128",Q3,No,0,43,Offer B,Yes,12.58,Yes,Yes,Fiber Optic,26,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,90.25,3838.75,0,0,540.94,4379.69,4,Stayed,No,0,52,2223,,,No
6575-SUVOI,Female,65,No,Yes,Yes,No,0,United States,California,Los Angeles,90062,"34.003553, -118.308933",34.003553,-118.308933,"29,299",Q3,Yes,9,25,,Yes,30.6,Yes,Yes,DSL,2,Yes,No,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,69.5,1752.65,0,0,765,2517.65,4,Stayed,No,0,25,3154,,,Yes
4667-QONEA,Female,72,No,Yes,Yes,No,0,United States,California,Los Angeles,90064,"34.037251, -118.423573",34.037251,-118.423573,"24,505",Q3,Yes,9,60,Offer B,Yes,48.9,No,Yes,Cable,16,Yes,Yes,Yes,Yes,No,Yes,No,Yes,One Year,Yes,Credit Card,74.85,4456.35,0,0,2934,7390.35,3,Stayed,No,0,59,5153,,,Yes
5067-XJQFU,Male,77,No,Yes,Yes,No,0,United States,California,Los Angeles,90067,"34.057496, -118.413959",34.057496,-118.413959,"2,527",Q3,Yes,3,66,,Yes,21.79,Yes,Yes,Fiber Optic,9,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,108.45,7076.35,0,0,1438.14,8514.49,5,Stayed,No,0,74,4582,,,Yes
1891-QRQSA,Male,71,No,Yes,Yes,No,0,United States,California,Downey,90241,"33.940884, -118.128628",33.940884,-118.128628,"40,152",Q3,Yes,9,64,Offer B,Yes,16.33,Yes,Yes,Fiber Optic,10,Yes,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,111.6,7099,0,0,1045.12,8144.12,4,Stayed,No,0,69,4881,,,Yes
2673-CXQEU,Female,73,No,Yes,No,No,0,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,"47,758",Q3,No,0,56,,Yes,47.13,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,No,Yes,Yes,No,Yes,One Year,No,Bank Withdrawal,110.5,6139.5,0,0,2639.28,8778.78,4,Stayed,No,0,21,4463,,,No
0191-ZHSKZ,Male,80,No,Yes,No,No,0,United States,California,Hawthorne,90250,"33.914775, -118.348083",33.914775,-118.348083,"93,315",Q3,No,0,30,,Yes,38.61,No,Yes,DSL,5,Yes,Yes,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,74.75,2111.3,0,0,1158.3,3269.6,4,Stayed,No,0,55,3033,,,No
2424-WVHPL,Male,79,No,Yes,No,No,0,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,"37,322",Q3,No,0,1,,Yes,27.65,No,Yes,Fiber Optic,2,No,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,74.7,74.7,0,0,27.65,102.35,5,Joined,No,0,60,4182,,,No
5386-THSLQ,Female,65,No,Yes,Yes,No,0,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,"11,509",Q3,No,0,66,Offer A,No,0,No,Yes,Cable,9,No,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,45.55,3027.25,0,0,0,3027.25,5,Stayed,No,0,28,6238,,,Yes
2639-UGMAZ,Male,73,No,Yes,No,No,0,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,"16,398",Q3,No,0,71,Offer A,No,0,No,Yes,DSL,20,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,56.45,3985.35,0,0,0,3985.35,3,Stayed,No,0,68,5372,,,No
3146-MSEGF,Female,71,No,Yes,Yes,No,0,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,"55,306",Q3,Yes,1,72,Offer A,Yes,20.48,Yes,Yes,DSL,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,88.05,6425.65,0,0,1474.56,7900.21,3,Stayed,No,0,8,6102,,,Yes
1131-QQZEB,Male,66,No,Yes,Yes,No,0,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,"1,107",Q3,Yes,7,71,Offer A,Yes,30.72,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,23.95,1756.2,0,0,2181.12,3937.32,3,Stayed,No,0,52,4329,,,Yes
2504-DSHIH,Male,66,No,Yes,Yes,No,0,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,"42,526",Q3,Yes,1,23,,Yes,42.59,Yes,Yes,Fiber Optic,2,No,No,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,86.8,1975.85,0,0,979.57,2955.42,3,Stayed,No,0,38,5788,,,Yes
9058-HRZSV,Female,77,No,Yes,Yes,No,0,United States,California,Baldwin Park,91706,"34.098275, -117.967399",34.098275,-117.967399,"76,890",Q3,Yes,2,65,,Yes,38.32,No,Yes,Fiber Optic,25,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,94.4,6126.15,0,0,2490.8,8616.95,4,Stayed,No,0,7,5348,,,Yes
4522-AKYLR,Female,68,No,Yes,No,No,0,United States,California,Chino Hills,91709,"33.942895, -117.725644",33.942895,-117.725644,"66,754",Q3,No,0,13,,Yes,10.51,No,Yes,DSL,20,No,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,54.8,731.3,0,0,136.63,867.93,4,Stayed,No,0,7,5557,,,No
0221-WMXNQ,Male,66,No,Yes,No,No,0,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,"75,319",Q3,No,0,4,Offer E,Yes,36.4,No,Yes,Fiber Optic,29,Yes,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,75.35,273.4,0,0,145.6,419,3,Stayed,No,0,40,4033,,,No
5046-NUHWD,Female,69,No,Yes,Yes,No,0,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,"53,686",Q3,Yes,5,29,,No,0,No,Yes,Cable,23,Yes,No,Yes,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,45,1228.65,0,0,0,1228.65,3,Stayed,No,0,50,3094,,,Yes
7529-ZDFXI,Male,79,No,Yes,Yes,No,0,United States,California,La Verne,91750,"34.144703, -117.770299",34.144703,-117.770299,"35,530",Q3,Yes,1,57,,Yes,36.66,Yes,Yes,Fiber Optic,9,No,Yes,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,89.85,4925.35,0,0,2089.62,7014.97,5,Stayed,No,0,36,4429,,,Yes
3197-ARFOY,Female,67,No,Yes,No,No,0,United States,California,Ontario,91761,"34.035602, -117.591528",34.035602,-117.591528,"56,280",Q3,No,0,19,,Yes,7.95,No,Yes,Fiber Optic,12,Yes,Yes,No,Yes,Yes,Yes,No,No,One Year,Yes,Mailed Check,105,2007.25,0,20,151.05,2178.3,3,Stayed,No,0,59,3524,,,No
4716-HHKQH,Male,68,No,Yes,Yes,No,0,United States,California,Pomona,91767,"34.083086, -117.737997",34.083086,-117.737997,"46,626",Q3,Yes,3,20,,Yes,27.56,Yes,Yes,Fiber Optic,3,No,Yes,No,Yes,Yes,Yes,No,Yes,One Year,No,Bank Withdrawal,107.05,2172.05,0,0,551.2,2723.25,3,Stayed,No,0,65,5328,,,Yes
3179-GBRWV,Male,79,No,Yes,Yes,No,0,United States,California,San Gabriel,91775,"34.114772, -118.089431",34.114772,-118.089431,"23,444",Q3,Yes,5,21,,Yes,42.95,No,Yes,DSL,30,Yes,Yes,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,64.95,1339.8,0,0,901.95,2241.75,4,Stayed,No,0,23,4604,,,Yes
4847-TAJYI,Female,77,No,Yes,No,No,0,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,"71,126",Q3,No,0,6,Offer E,Yes,8.06,No,Yes,Fiber Optic,19,No,No,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,89.35,567.8,0,0,48.36,616.16,3,Stayed,No,0,75,2578,,,No
6851-WEFYX,Male,73,No,Yes,Yes,No,0,United States,California,Descanso,91916,"32.912664, -116.635387",32.912664,-116.635387,"1,587",Q3,Yes,4,35,,Yes,2.12,Yes,Yes,Fiber Optic,3,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,100.8,3437.5,0,0,74.2,3511.7,5,Stayed,No,0,38,3318,,,Yes
3167-SNQPL,Male,71,No,Yes,Yes,Yes,1,United States,California,Pine Valley,91962,"32.800671, -116.483363",32.800671,-116.483363,"1,604",Q3,Yes,9,38,,Yes,28.3,Yes,Yes,Fiber Optic,27,No,Yes,No,No,Yes,Yes,No,Yes,One Year,No,Bank Withdrawal,101.15,3741.85,0,0,1075.4,4817.25,5,Stayed,No,0,78,4036,,,Yes
2799-ARNLO,Female,67,No,Yes,Yes,No,0,United States,California,Bonsall,92003,"33.290907, -117.202895",33.290907,-117.202895,"3,849",Q3,No,0,5,Offer E,Yes,9.56,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,69.35,341.6,0,0,47.8,389.4,4,Stayed,No,0,41,5437,,,Yes
5701-YVSVF,Female,68,No,Yes,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,9,11,Offer D,Yes,29.15,No,Yes,Fiber Optic,2,No,No,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,82.9,880.05,0,0,320.65,1200.7,4,Stayed,No,0,21,4413,,,Yes
5697-GOMBF,Female,75,No,Yes,Yes,Yes,3,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,"3,577",Q3,Yes,3,28,,No,0,No,Yes,DSL,58,No,No,No,No,Yes,No,No,No,One Year,Yes,Bank Withdrawal,35.9,973.65,0,40,0,1013.65,5,Stayed,No,0,34,5444,,,Yes
2739-CACDQ,Female,79,No,Yes,No,No,0,United States,California,La Jolla,92037,"32.853743, -117.25034",32.853743,-117.25034,"42,617",Q3,No,0,17,Offer D,Yes,1.06,Yes,Yes,Fiber Optic,25,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,82.65,1470.05,0,0,18.02,1488.07,4,Stayed,No,0,26,3754,,,No
6035-BXTTY,Female,69,No,Yes,No,No,0,United States,California,Rancho Santa Fe,92067,"33.012751, -117.200617",33.012751,-117.200617,"7,615",Q3,No,0,32,,Yes,19.92,No,Yes,DSL,14,No,Yes,No,Yes,No,No,No,No,One Year,No,Bank Withdrawal,54.65,1830.1,0,10,637.44,2477.54,5,Stayed,No,0,56,4045,,,No
0021-IKXGC,Female,72,No,Yes,No,No,0,United States,California,San Marcos,92078,"33.119028, -117.166036",33.119028,-117.166036,"6,760",Q3,No,0,1,Offer E,Yes,7.77,Yes,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,72.1,72.1,0,0,7.77,79.87,4,Joined,No,0,50,4432,,,No
4654-DLAMQ,Female,69,No,Yes,Yes,No,0,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,"1,205",Q3,Yes,9,64,,Yes,3.76,No,Yes,Fiber Optic,11,Yes,Yes,Yes,No,No,Yes,No,Yes,One Year,No,Bank Withdrawal,97,6430.9,0,0,240.64,6671.54,3,Stayed,No,0,68,4053,,,Yes
4115-NZRKS,Female,72,No,Yes,No,No,0,United States,California,San Diego,92102,"32.716007, -117.117462",32.716007,-117.117462,"47,140",Q3,No,0,7,,Yes,16.36,No,Yes,Fiber Optic,28,No,No,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,89.15,574.35,0,0,114.52,688.87,5,Stayed,No,0,25,2415,,,No
3351-NGXYI,Female,70,No,Yes,No,No,0,United States,California,San Diego,92106,"32.71346, -117.236378",32.71346,-117.236378,"18,525",Q3,No,0,16,Offer D,Yes,9.72,Yes,Yes,DSL,29,Yes,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,54.1,889,0,0,155.52,1044.52,3,Stayed,No,0,38,2276,,,No
8204-YJCLA,Male,78,No,Yes,Yes,No,0,United States,California,San Ysidro,92173,"32.555828, -117.040073",32.555828,-117.040073,"28,488",Q3,Yes,1,72,Offer A,No,0,No,Yes,DSL,24,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,64.8,4732.35,0,0,0,4732.35,3,Stayed,No,0,68,4886,,,Yes
9774-NRNAU,Male,77,No,Yes,Yes,No,0,United States,California,Cabazon,92230,"33.929812, -116.76058",33.929812,-116.76058,"2,355",Q3,Yes,5,27,,Yes,33.57,Yes,Yes,DSL,21,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,84.8,2309.55,0,0,906.39,3215.94,3,Stayed,No,0,75,5352,,,Yes
0224-RLWWD,Female,73,No,Yes,No,No,0,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,"27,804",Q3,No,0,2,Offer E,Yes,23.91,No,Yes,Cable,22,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,44.3,89.3,0,0,47.82,137.12,3,Joined,No,0,44,3805,,,No
3951-NJCVI,Female,76,No,Yes,Yes,No,0,United States,California,Cathedral City,92234,"33.829583, -116.474131",33.829583,-116.474131,"43,141",Q3,Yes,10,42,,Yes,42.29,Yes,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,95.05,3944.5,0,100,1776.18,5820.68,4,Stayed,No,0,34,2677,,,Yes
0177-PXBAT,Male,78,No,Yes,Yes,No,0,United States,California,Desert Center,92239,"33.889605, -115.257009",33.889605,-115.257009,964,Q3,Yes,7,33,,Yes,25.15,Yes,Yes,Fiber Optic,20,Yes,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,109.9,3694.7,0,0,829.95,4524.65,3,Stayed,No,0,59,5655,,,Yes
2519-ERQOJ,Male,74,No,Yes,No,No,0,United States,California,Desert Hot Springs,92241,"33.832799, -116.250973",33.832799,-116.250973,"5,529",Q3,No,0,33,Offer C,No,0,No,Yes,Cable,11,No,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,54.6,1803.7,0,0,0,1803.7,4,Stayed,No,0,30,5322,,,No
0111-KLBQG,Male,71,No,Yes,Yes,Yes,1,United States,California,Morongo Valley,92256,"34.097863, -116.594561",34.097863,-116.594561,"3,499",Q3,Yes,9,32,Offer C,Yes,31.86,No,Yes,Fiber Optic,23,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,93.95,2861.45,0,0,1019.52,3880.97,5,Stayed,No,0,62,2844,,,Yes
1996-DBMUS,Female,72,No,Yes,Yes,No,0,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,291,Q3,Yes,10,48,,Yes,12.6,No,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,70.65,3545.05,0,0,604.8,4149.85,3,Stayed,No,0,71,5523,,,Yes
2055-SIFSS,Female,75,No,Yes,Yes,No,0,United States,California,Westmorland,92281,"33.03679, -115.60503",33.03679,-115.60503,"2,388",Q3,Yes,5,55,,Yes,29.53,Yes,Yes,Cable,29,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,51.65,2838.55,0,0,1624.15,4462.7,3,Stayed,No,0,24,4763,,,Yes
2806-MLNTI,Male,79,No,Yes,Yes,No,0,United States,California,White Water,92282,"33.972293, -116.654195",33.972293,-116.654195,805,Q3,Yes,4,52,,Yes,29.15,Yes,Yes,Fiber Optic,9,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.1,5376.4,0,0,1515.8,6892.2,4,Stayed,No,0,47,4621,,,Yes
5628-RKIFK,Female,76,No,Yes,No,No,0,United States,California,Bloomington,92316,"34.059722, -117.39104",34.059722,-117.39104,"25,995",Q3,No,0,49,,Yes,24.84,Yes,Yes,Fiber Optic,14,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,101.55,5070.4,0,0,1217.16,6287.56,3,Stayed,No,0,22,5348,,,No
5760-WRAHC,Female,78,No,Yes,No,No,0,United States,California,Fontana,92336,"34.136367, -117.460803",34.136367,-117.460803,"54,586",Q3,No,0,22,Offer D,Yes,49.98,No,Yes,DSL,28,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Mailed Check,69.75,1545.4,0,0,1099.56,2644.96,3,Stayed,No,0,32,3509,,,No
1480-BKXGA,Male,75,No,Yes,Yes,No,0,United States,California,Mentone,92359,"34.103578, -117.04054",34.103578,-117.04054,"7,324",Q3,Yes,5,72,Offer A,Yes,21.37,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,116.05,8404.9,0,120,1538.64,10063.54,3,Stayed,No,0,64,4404,,,Yes
9076-AXYIK,Male,66,No,Yes,Yes,No,0,United States,California,Nipton,92364,"35.478736, -115.516984",35.478736,-115.516984,162,Q3,Yes,2,64,,Yes,20.19,Yes,Yes,Fiber Optic,8,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,102.1,6538.45,0,0,1292.16,7830.61,4,Stayed,No,0,28,6270,,,Yes
4933-IKULF,Female,71,No,Yes,No,No,0,United States,California,Pinon Hills,92372,"34.459322, -117.629729",34.459322,-117.629729,"4,280",Q3,No,0,17,Offer D,Yes,24.15,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.65,330.6,0,0,410.55,741.15,4,Stayed,No,0,40,4086,,,No
3780-DDGSE,Male,77,No,Yes,Yes,Yes,1,United States,California,Shoshone,92384,"35.924252, -116.188668",35.924252,-116.188668,87,Q3,Yes,6,35,Offer C,Yes,14.19,No,Yes,DSL,17,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,76.05,2747.2,0,0,496.65,3243.85,5,Stayed,No,0,38,5479,,,Yes
4612-SSVHJ,Female,74,No,Yes,No,No,0,United States,California,Yermo,92398,"35.013299, -116.834092",35.013299,-116.834092,"1,195",Q3,No,0,20,Offer D,Yes,23.18,No,Yes,Fiber Optic,21,No,No,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,81.45,1671.6,0,0,463.6,2135.2,5,Stayed,No,0,27,2416,,,No
5756-OZRIO,Male,73,No,Yes,Yes,No,0,United States,California,Riverside,92504,"33.9108, -117.398153",33.9108,-117.398153,"46,550",Q3,Yes,9,61,,Yes,34.24,Yes,Yes,DSL,20,No,Yes,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,64.05,3902.6,0,0,2088.64,5991.24,4,Stayed,No,0,29,4001,,,Yes
4513-CXYIX,Female,73,No,Yes,Yes,No,0,United States,California,Lake Elsinore,92532,"33.705836, -117.318204",33.705836,-117.318204,"4,546",Q3,Yes,4,71,Offer A,Yes,43.99,Yes,Yes,Fiber Optic,17,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,80.7,5676,0,0,3123.29,8799.29,3,Stayed,No,0,54,4583,,,Yes
4332-MUOEZ,Male,78,No,Yes,Yes,No,0,United States,California,Moreno Valley,92553,"33.923149, -117.244933",33.923149,-117.244933,"61,205",Q3,Yes,1,20,,Yes,32.54,No,Yes,Fiber Optic,5,Yes,No,Yes,Yes,No,Yes,No,Yes,One Year,No,Credit Card,94.3,1818.3,0,0,650.8,2469.1,3,Stayed,No,0,32,2574,,,Yes
6705-LXORM,Female,79,No,Yes,Yes,No,0,United States,California,Perris,92570,"33.787298, -117.320676",33.787298,-117.320676,"36,817",Q3,Yes,1,5,Offer E,Yes,5.42,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,70.05,302.6,0,0,27.1,329.7,4,Stayed,No,0,24,2064,,,Yes
4109-CYRBD,Male,77,No,Yes,Yes,No,0,United States,California,Menifee,92584,"33.653338, -117.178271",33.653338,-117.178271,"14,068",Q3,Yes,1,29,Offer C,Yes,37.65,Yes,Yes,DSL,9,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,51.6,1442,0,0,1091.85,2533.85,5,Stayed,No,0,39,5495,,,Yes
8606-CIQUL,Male,77,No,Yes,Yes,Yes,1,United States,California,Temecula,92591,"33.540604, -117.10909",33.540604,-117.10909,"25,655",Q3,Yes,1,72,Offer A,Yes,30.78,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Two Year,Yes,Credit Card,115.75,8399.15,0,110,2216.16,10725.31,4,Stayed,No,0,60,5168,,,Yes
0356-OBMAC,Female,80,No,Yes,No,No,0,United States,California,Winchester,92596,"33.657433, -117.04254",33.657433,-117.04254,"4,093",Q3,No,0,56,,Yes,17.33,Yes,Yes,Fiber Optic,16,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,99.9,5706.3,0,0,970.48,6676.78,3,Stayed,No,0,45,5840,,,No
1297-VQDRP,Male,80,No,Yes,Yes,Yes,1,United States,California,Foothill Ranch,92610,"33.698728, -117.67768",33.698728,-117.67768,"10,936",Q3,No,0,68,Offer A,Yes,32.11,Yes,Yes,Fiber Optic,12,No,No,Yes,Yes,Yes,Yes,No,No,One Year,Yes,Credit Card,107.15,7379.8,0,50,2183.48,9613.28,5,Stayed,No,0,66,4324,,,Yes
4676-MQUEA,Male,80,No,Yes,Yes,No,0,United States,California,Laguna Beach,92651,"33.570023, -117.773669",33.570023,-117.773669,"25,206",Q3,Yes,9,50,,Yes,14.49,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,101.9,5265.5,0,0,724.5,5990,3,Stayed,No,0,25,4184,,,Yes
7025-WCBNE,Male,74,No,Yes,No,No,0,United States,California,Santa Ana,92705,"33.766004, -117.786763",33.766004,-117.786763,"44,117",Q3,No,0,47,,Yes,14.78,Yes,Yes,DSL,10,No,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,59.6,2754,0,0,694.66,3448.66,3,Stayed,No,0,33,3155,,,No
6030-REHUX,Female,76,No,Yes,Yes,No,0,United States,California,Fountain Valley,92708,"33.712036, -117.950113",33.712036,-117.950113,"54,548",Q3,Yes,6,28,Offer C,Yes,45.67,Yes,Yes,Fiber Optic,8,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,110.85,3204.4,0,0,1278.76,4483.16,4,Stayed,No,0,58,3906,,,Yes
6522-YRBXD,Male,68,No,Yes,Yes,No,0,United States,California,Anaheim,92802,"33.807864, -117.923782",33.807864,-117.923782,"45,086",Q3,Yes,3,35,Offer C,Yes,20.44,Yes,Yes,Fiber Optic,18,Yes,Yes,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,94.55,3365.4,0,0,715.4,4080.8,3,Stayed,No,0,69,2631,,,Yes
6689-VRRTK,Female,71,No,Yes,No,No,0,United States,California,Camarillo,93010,"34.227846, -119.079903",34.227846,-119.079903,"42,853",Q3,No,0,44,,Yes,49.75,Yes,Yes,Fiber Optic,2,Yes,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Credit Card,109.8,4860.35,0,0,2189,7049.35,3,Stayed,No,0,35,5720,,,No
7134-MJPDY,Female,69,No,Yes,No,No,0,United States,California,Moorpark,93021,"34.312945, -118.858169",34.312945,-118.858169,"32,984",Q3,No,0,66,Offer A,Yes,11.63,Yes,Yes,Fiber Optic,5,No,No,Yes,Yes,Yes,Yes,No,No,One Year,Yes,Credit Card,102.85,6976.75,0,60,767.58,7804.33,3,Stayed,No,0,40,5569,,,No
4881-JVQOD,Male,73,No,Yes,Yes,Yes,3,United States,California,Oxnard,93030,"34.223244, -119.18012",34.223244,-119.18012,"79,736",Q3,Yes,1,10,,No,0,No,Yes,Cable,53,No,No,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,34.55,362.6,0,0,0,362.6,4,Stayed,No,0,55,5248,,,Yes
6797-UCJHZ,Female,74,No,Yes,Yes,No,0,United States,California,Simi Valley,93065,"34.269449, -118.768471",34.269449,-118.768471,"64,802",Q3,Yes,7,66,Offer A,Yes,25.51,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,No,Credit Card,104.6,6819.45,0,0,1683.66,8503.11,3,Stayed,No,0,27,5722,,,Yes
2469-DTSGX,Female,72,No,Yes,No,No,0,United States,California,Somis,93066,"34.297628, -119.014627",34.297628,-119.014627,"2,966",Q3,No,0,72,Offer A,Yes,44.81,Yes,Yes,Fiber Optic,14,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,111.65,7943.45,0,0,3226.32,11169.77,5,Stayed,No,0,75,5388,,,No
4908-XAXAY,Female,70,No,Yes,No,No,0,United States,California,Buttonwillow,93206,"35.451402, -119.488413",35.451402,-119.488413,"2,078",Q3,No,0,49,,Yes,47.72,No,Yes,Fiber Optic,21,No,Yes,Yes,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,89.85,4287.2,0,0,2338.28,6625.48,4,Stayed,No,0,30,5982,,,No
3509-GWQGF,Male,74,No,Yes,No,No,0,United States,California,Ducor,93218,"35.846067, -119.004073",35.846067,-119.004073,823,Q3,No,0,24,Offer C,Yes,31.73,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,No,One Year,No,Credit Card,70,1732.6,0,140,761.52,2634.12,3,Stayed,No,0,77,5242,,,No
3729-OWRVL,Male,80,No,Yes,No,No,0,United States,California,Pixley,93256,"35.957019, -119.330928",35.957019,-119.330928,"4,198",Q3,No,0,65,,Yes,44.23,Yes,Yes,Fiber Optic,27,Yes,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,110.35,7246.15,0,0,2874.95,10121.1,3,Stayed,No,0,79,4295,,,No
7251-LJBQN,Female,74,No,Yes,No,No,0,United States,California,Strathmore,93267,"36.141319, -119.129075",36.141319,-119.129075,"5,689",Q3,No,0,40,,Yes,28.54,Yes,Yes,Fiber Optic,24,No,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Credit Card,103.75,4188.4,0,0,1141.6,5330,3,Stayed,No,0,20,3568,,,No
2682-KEVRP,Female,65,No,Yes,No,No,0,United States,California,Woodlake,93286,"36.464635, -119.094348",36.464635,-119.094348,"8,870",Q3,No,0,22,,Yes,34.39,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.05,417,0,0,756.58,1173.58,3,Stayed,No,0,21,4327,,,No
9978-HYCIN,Male,72,No,Yes,Yes,Yes,1,United States,California,Bakersfield,93301,"35.383937, -119.020428",35.383937,-119.020428,"12,963",Q3,Yes,1,47,,Yes,42.29,No,Yes,Fiber Optic,22,No,Yes,No,No,Yes,No,No,No,One Year,Yes,Bank Withdrawal,84.95,4018.05,0,80,1987.63,6085.68,3,Stayed,No,0,68,3384,,,Yes
8329-UTMVM,Male,76,No,Yes,No,No,0,United States,California,Bakersfield,93313,"35.140938, -119.051348",35.140938,-119.051348,"25,126",Q3,No,0,27,Offer C,Yes,34.39,Yes,Yes,Fiber Optic,19,No,Yes,No,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,104.65,2964,0,0,928.53,3892.53,4,Stayed,No,0,31,3104,,,No
6952-OMNWB,Male,75,No,Yes,Yes,No,0,United States,California,Creston,93432,"35.480896, -120.469476",35.480896,-120.469476,"1,203",Q3,Yes,7,68,Offer A,Yes,34.31,Yes,Yes,Fiber Optic,15,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,80.35,5589.3,0,0,2333.08,7922.38,4,Stayed,No,0,28,5581,,,Yes
6549-YMFAW,Male,70,No,Yes,Yes,No,0,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,"1,317",Q3,Yes,1,9,,Yes,1.66,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,21.25,204.55,0,0,14.94,219.49,4,Stayed,No,0,69,2302,,,Yes
1307-TVUFB,Male,66,No,Yes,No,No,0,United States,California,Santa Ynez,93460,"34.630356, -120.032564",34.630356,-120.032564,"5,710",Q3,No,0,42,,Yes,13.51,Yes,Yes,Fiber Optic,19,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,79.35,3344.1,0,0,567.42,3911.52,4,Stayed,No,0,79,2399,,,No
7503-MIOGA,Female,68,No,Yes,Yes,No,0,United States,California,Shandon,93461,"35.634488, -120.293534",35.634488,-120.293534,"1,255",Q3,No,0,72,Offer A,Yes,48.51,Yes,Yes,Cable,17,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,89.85,6697.35,0,0,3492.72,10190.07,3,Stayed,No,0,56,5881,,,Yes
2499-AJYUA,Female,69,No,Yes,Yes,No,0,United States,California,Benton,93512,"37.653947, -118.231443",37.653947,-118.231443,340,Q3,Yes,8,72,Offer A,Yes,15.85,Yes,Yes,Fiber Optic,2,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,110.8,7882.25,0,0,1141.2,9023.45,5,Stayed,No,0,80,5933,,,Yes
6919-ELBGL,Male,75,No,Yes,Yes,No,0,United States,California,Big Pine,93513,"37.245505, -118.062943",37.245505,-118.062943,"1,826",Q3,Yes,3,72,Offer A,Yes,21.38,Yes,Yes,Fiber Optic,2,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,114.95,8196.4,0,0,1539.36,9735.76,3,Stayed,No,0,61,6268,,,Yes
3966-HRMZA,Female,74,No,Yes,No,No,0,United States,California,Bishop,93514,"37.04584, -118.397236",37.04584,-118.397236,"13,309",Q3,No,0,3,Offer E,Yes,41.44,No,Yes,Fiber Optic,13,No,No,Yes,No,No,No,No,No,One Year,No,Credit Card,75.05,202.9,5.49,10,124.32,331.73,4,Joined,No,0,56,3545,,,No
5671-RQRLP,Female,72,No,Yes,Yes,No,0,United States,California,Fowler,93625,"36.625792, -119.672483",36.625792,-119.672483,"5,635",Q3,Yes,4,70,Offer A,Yes,16.87,Yes,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,75.65,5411.4,25.67,0,1180.9,6566.63,4,Stayed,No,0,30,4181,,,Yes
4785-NKHCX,Male,65,No,Yes,No,No,0,United States,California,O Neals,93645,"37.140104, -119.657092",37.140104,-119.657092,173,Q3,No,0,5,Offer E,Yes,30.14,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.05,94.15,0,0,150.7,244.85,5,Stayed,No,0,31,2154,,,No
4250-WAROZ,Male,70,No,Yes,Yes,Yes,3,United States,California,Fresno,93701,"36.749403, -119.787574",36.749403,-119.787574,"13,858",Q3,Yes,4,60,,Yes,19.68,Yes,Yes,Fiber Optic,53,Yes,Yes,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,93.25,5774.55,0,0,1180.8,6955.35,3,Stayed,No,0,70,4353,,,Yes
3523-BRGUW,Male,65,No,Yes,No,No,0,United States,California,Los Altos,94022,"37.349546, -122.134356",37.349546,-122.134356,"18,486",Q3,No,0,26,Offer C,Yes,29.88,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.3,504.2,9.49,0,776.88,1271.59,5,Stayed,No,0,64,2269,,,No
2123-AGEEN,Female,66,No,Yes,No,No,0,United States,California,Millbrae,94030,"37.601248, -122.403099",37.601248,-122.403099,"20,350",Q3,No,0,7,Offer E,Yes,26.29,No,Yes,Fiber Optic,20,No,No,Yes,No,Yes,No,No,No,One Year,Yes,Bank Withdrawal,84.35,609.65,29.17,10,184.03,774.51,3,Stayed,No,0,38,2107,,,No
1258-YMZNM,Female,70,No,Yes,No,No,0,United States,California,Montara,94037,"37.540582, -122.509594",37.540582,-122.509594,"2,346",Q3,No,0,27,Offer C,Yes,35.76,Yes,Yes,Fiber Optic,4,Yes,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,110.5,2857.6,0,0,965.52,3823.12,3,Stayed,No,0,56,4997,,,No
6259-WJQLC,Male,77,No,Yes,No,No,0,United States,California,Pacifica,94044,"37.573633, -122.455167",37.573633,-122.455167,"38,885",Q3,No,0,32,Offer C,Yes,1.12,Yes,Yes,Fiber Optic,5,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,81.1,2619.25,19.25,0,35.84,2635.84,4,Stayed,No,0,50,2143,,,No
7508-SMHXL,Female,72,No,Yes,No,No,0,United States,California,San Francisco,94109,"37.794487, -122.42227",37.794487,-122.42227,"56,330",Q3,No,0,15,,Yes,1.67,Yes,Yes,Fiber Optic,21,No,Yes,No,No,Yes,No,No,Yes,One Year,No,Credit Card,89,1288.3,45.69,0,25.05,1267.66,4,Stayed,No,0,77,4452,,,No
3956-CJUST,Female,67,No,Yes,No,No,0,United States,California,San Francisco,94115,"37.786031, -122.437301",37.786031,-122.437301,"33,122",Q3,No,0,23,,Yes,17.62,No,Yes,Fiber Optic,25,Yes,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,75.4,1643.55,0,80,405.26,2128.81,4,Stayed,No,0,49,2491,,,No
4824-GUCBY,Female,77,No,Yes,No,No,0,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,"20,643",Q3,No,0,22,,Yes,23.43,No,Yes,Fiber Optic,22,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,81.7,1820.9,29.88,0,515.46,2306.48,4,Stayed,No,0,34,5602,,,No
6630-UJZMY,Female,73,No,Yes,Yes,No,0,United States,California,Palo Alto,94306,"37.416159, -122.131337",37.416159,-122.131337,"24,492",Q3,Yes,10,4,,Yes,14.34,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,83.25,308.05,39.93,0,57.36,325.48,3,Stayed,No,0,37,5251,,,Yes
9904-EHEVJ,Female,66,No,Yes,Yes,Yes,1,United States,California,Bethel Island,94511,"38.050558, -121.646924",38.050558,-121.646924,"2,379",Q3,Yes,9,32,Offer C,Yes,5.73,Yes,Yes,Fiber Optic,30,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,91.35,2896.55,26.98,0,183.36,3052.93,5,Stayed,No,0,35,2965,,,Yes
2826-DXLQO,Male,80,No,Yes,Yes,No,0,United States,California,El Cerrito,94530,"37.924838, -122.289145",37.924838,-122.289145,"23,141",Q3,Yes,10,7,Offer E,No,0,No,Yes,DSL,13,Yes,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,29.8,220.45,11.83,0,0,208.62,3,Stayed,No,0,69,2587,,,Yes
9489-UTFKA,Male,76,No,Yes,Yes,No,0,United States,California,Travis Afb,94535,"38.265899, -121.939461",38.265899,-121.939461,"9,978",Q3,Yes,9,8,Offer E,Yes,22.4,No,Yes,DSL,23,Yes,No,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,60.9,551.95,16.58,0,179.2,714.57,3,Stayed,No,0,27,2136,,,Yes
4849-PYRLQ,Female,80,No,Yes,No,No,0,United States,California,Fremont,94536,"37.572273, -121.964583",37.572273,-121.964583,"66,543",Q3,No,0,56,,Yes,37.3,Yes,Yes,DSL,8,Yes,No,Yes,Yes,No,Yes,No,Yes,Two Year,No,Bank Withdrawal,73.25,4054.2,17.16,0,2088.8,6125.84,3,Stayed,No,0,26,4011,,,No
2858-EIMXH,Female,69,No,Yes,Yes,No,0,United States,California,Vallejo,94592,"38.093701, -122.276589",38.093701,-122.276589,159,Q3,Yes,1,53,,Yes,30.09,Yes,Yes,Fiber Optic,12,No,No,No,No,Yes,Yes,No,Yes,One Year,Yes,Credit Card,95.85,5016.25,18.85,0,1594.77,6592.17,3,Stayed,No,0,65,5325,,,Yes
6419-ZTTLE,Male,69,No,Yes,Yes,No,0,United States,California,Yountville,94599,"38.421458, -122.365048",38.421458,-122.365048,"2,873",Q3,Yes,2,23,,Yes,45.83,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.75,485.2,37.64,0,1054.09,1501.65,5,Stayed,No,0,45,3418,,,Yes
8242-SOQUO,Female,73,No,Yes,No,No,0,United States,California,Oakland,94619,"37.787186, -122.14633",37.787186,-122.14633,"24,518",Q3,No,0,5,Offer E,Yes,14.22,No,Yes,Fiber Optic,4,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,84.7,392.5,41.2,0,71.1,422.4,4,Stayed,No,0,54,2660,,,No
7460-ITWWP,Female,67,No,Yes,Yes,No,0,United States,California,Oakland,94621,"37.750553, -122.197175",37.750553,-122.197175,"30,751",Q3,Yes,5,45,,Yes,40.85,No,Yes,Fiber Optic,24,No,No,Yes,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,86.1,3861.45,12.19,0,1838.25,5687.51,4,Stayed,No,0,41,2701,,,Yes
7868-TMWMZ,Female,69,No,Yes,Yes,No,0,United States,California,Berkeley,94703,"37.863843, -122.275684",37.863843,-122.275684,"19,763",Q3,Yes,2,60,,Yes,24.62,No,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,110,6668.35,0,0,1477.2,8145.55,5,Stayed,No,0,59,4953,,,Yes
4829-ZLJTK,Female,80,No,Yes,Yes,No,0,United States,California,Penngrove,94951,"38.325599, -122.642352",38.325599,-122.642352,"3,777",Q3,Yes,5,72,Offer A,Yes,15.23,Yes,Yes,Fiber Optic,2,Yes,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,112.4,8046.85,0,0,1096.56,9143.41,3,Stayed,No,0,37,6144,,,Yes
8883-GRDWQ,Male,68,No,Yes,No,No,0,United States,California,Stinson Beach,94970,"37.921137, -122.657562",37.921137,-122.657562,781,Q3,No,0,20,,Yes,22.31,No,Yes,DSL,21,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,54,1055.9,0,0,446.2,1502.1,4,Stayed,No,0,20,5090,,,No
9845-PEEKO,Female,71,No,Yes,No,No,0,United States,California,Brookdale,95007,"37.106902, -122.100006",37.106902,-122.100006,"1,007",Q3,No,0,59,,Yes,6.13,Yes,Yes,Fiber Optic,2,No,Yes,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,79.2,4590.35,0,0,361.67,4952.02,5,Stayed,No,0,25,5400,,,No
1751-NCDLI,Male,74,No,Yes,Yes,No,0,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,"8,582",Q3,Yes,6,46,,Yes,4.2,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,98.85,4564.9,0,0,193.2,4758.1,5,Stayed,No,0,41,2641,,,Yes
2176-LVPNX,Female,69,No,Yes,No,No,0,United States,California,San Jose,95113,"37.333851, -121.891147",37.333851,-121.891147,561,Q3,No,0,71,Offer A,Yes,37.39,Yes,Yes,DSL,22,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Two Year,No,Credit Card,89.85,6293.45,0,140,2654.69,9088.14,3,Stayed,No,0,33,4994,,,No
3452-ABWRL,Male,70,No,Yes,No,No,0,United States,California,San Jose,95132,"37.424655, -121.74841",37.424655,-121.74841,"40,568",Q3,No,0,47,,Yes,44.08,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,86.05,3865.6,0,0,2071.76,5937.36,3,Stayed,No,0,69,5527,,,No
1779-PWPMG,Female,73,No,Yes,Yes,No,0,United States,California,San Jose,95139,"37.218705, -121.762429",37.218705,-121.762429,"7,023",Q3,Yes,1,72,Offer A,Yes,4.59,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,114.65,8333.95,0,0,330.48,8664.43,3,Stayed,No,0,29,5408,,,Yes
3082-WQRVY,Male,73,No,Yes,Yes,No,0,United States,California,Stockton,95203,"37.954089, -121.329761",37.954089,-121.329761,"16,357",Q3,Yes,8,14,,Yes,45.76,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.65,228.65,0,0,640.64,869.29,5,Stayed,No,0,66,2962,,,Yes
2460-NGXBJ,Male,65,No,Yes,Yes,Yes,1,United States,California,Stockton,95206,"37.902422, -121.440029",37.902422,-121.440029,"49,657",Q3,Yes,8,11,,Yes,28.64,Yes,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,75.2,775.3,0,0,315.04,1090.34,5,Stayed,No,0,28,5193,,,Yes
5268-DSMNQ,Female,65,No,Yes,Yes,No,0,United States,California,Farmington,95230,"37.956963, -120.863055",37.956963,-120.863055,596,Q3,Yes,5,62,,Yes,11.41,Yes,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,97.95,5936.55,0,0,707.42,6643.97,5,Stayed,No,0,50,5428,,,Yes
6242-MBHPK,Female,67,No,Yes,Yes,No,0,United States,California,Hathaway Pines,95233,"38.184914, -120.364085",38.184914,-120.364085,335,Q3,Yes,1,23,,Yes,41.88,No,Yes,Fiber Optic,12,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,95.1,2326.05,0,0,963.24,3289.29,3,Stayed,No,0,66,4025,,,Yes
4782-OSFXZ,Female,72,No,Yes,Yes,No,0,United States,California,Lodi,95242,"38.128087, -121.4078",38.128087,-121.4078,"22,073",Q3,Yes,1,71,Offer A,Yes,37.53,Yes,Yes,DSL,24,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,82.7,5831.2,0,0,2664.63,8495.83,3,Stayed,No,0,20,5089,,,Yes
1282-IHQAC,Male,68,No,Yes,No,No,0,United States,California,Sheep Ranch,95250,"38.244806, -120.417301",38.244806,-120.417301,88,Q3,No,0,70,Offer A,No,0,No,Yes,Cable,13,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,44.05,3011.65,0,0,0,3011.65,3,Stayed,No,0,68,4022,,,No
1641-RQDAY,Female,77,No,Yes,Yes,Yes,2,United States,California,Wallace,95254,"38.192608, -120.957842",38.192608,-120.957842,304,Q3,Yes,1,32,Offer C,Yes,49.21,Yes,Yes,Fiber Optic,19,No,Yes,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,100.4,3217.65,0,0,1574.72,4792.37,3,Stayed,No,0,59,4848,,,Yes
5461-QKNTN,Male,71,No,Yes,Yes,No,0,United States,California,Catheys Valley,95306,"37.394411, -120.127262",37.394411,-120.127262,986,Q3,Yes,1,43,,Yes,4.59,Yes,Yes,Fiber Optic,5,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,94.3,3953.15,0,0,197.37,4150.52,3,Stayed,No,0,63,2040,,,Yes
8089-UZWLX,Female,75,No,Yes,No,No,0,United States,California,El Nido,95317,"37.127386, -120.506422",37.127386,-120.506422,808,Q3,No,0,71,Offer A,Yes,47.86,Yes,Yes,Fiber Optic,16,No,No,Yes,No,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,104.05,7413.55,0,0,3398.06,10811.61,5,Stayed,No,0,70,4113,,,No
4468-KAZHE,Female,70,No,Yes,Yes,No,0,United States,California,Hughson,95326,"37.5923, -120.853288",37.5923,-120.853288,"6,822",Q3,Yes,1,20,,Yes,8.98,No,Yes,DSL,16,No,Yes,No,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,60,1259.35,0,0,179.6,1438.95,5,Stayed,No,0,37,2399,,,Yes
1543-LLLFT,Male,77,No,Yes,Yes,No,0,United States,California,Waterford,95386,"37.669516, -120.626964",37.669516,-120.626964,"8,308",Q3,Yes,2,61,,Yes,2.19,Yes,Yes,Fiber Optic,8,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,98.3,6066.55,0,0,133.59,6200.14,3,Stayed,No,0,74,5413,,,Yes
6507-ZJSUR,Male,76,No,Yes,Yes,No,0,United States,California,Albion,95410,"39.225694, -123.717354",39.225694,-123.717354,"1,054",Q3,Yes,6,23,,Yes,46.82,No,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,90.45,2117.25,0,30,1076.86,3224.11,4,Stayed,No,0,24,5272,,,Yes
9220-ZNKJI,Female,67,No,Yes,Yes,No,0,United States,California,Cobb,95426,"38.838088, -122.73203",38.838088,-122.73203,"1,591",Q3,Yes,5,55,,Yes,33.21,No,Yes,Fiber Optic,4,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,88.8,4805.3,0,0,1826.55,6631.85,3,Stayed,No,0,73,4291,,,Yes
0723-VSOBE,Female,67,No,Yes,No,No,0,United States,California,Dos Rios,95429,"39.756049, -123.358701",39.756049,-123.358701,91,Q3,No,0,45,Offer B,No,0,No,Yes,Cable,4,No,No,No,No,No,Yes,No,No,One Year,No,Bank Withdrawal,34.2,1596.6,0,0,0,1596.6,3,Stayed,No,0,38,5715,,,No
1004-NOZNR,Male,71,No,Yes,No,Yes,2,United States,California,Glen Ellen,95442,"38.368744, -122.522642",38.368744,-122.522642,"4,101",Q3,No,0,56,Offer B,Yes,10.57,No,Yes,Fiber Optic,28,Yes,No,No,No,Yes,Yes,No,Yes,One Year,No,Credit Card,94.8,5264.3,0,0,591.92,5856.22,4,Stayed,No,0,59,5693,,,No
1251-STYSZ,Female,66,No,Yes,No,No,0,United States,California,Glenhaven,95443,"39.045246, -122.743181",39.045246,-122.743181,175,Q3,No,0,4,,Yes,8.75,Yes,Yes,Fiber Optic,4,Yes,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,80.25,303.7,0,30,35,368.7,4,Stayed,No,0,20,3828,,,No
9681-KYGYB,Male,75,No,Yes,Yes,No,0,United States,California,Kelseyville,95451,"38.93496, -122.792243",38.93496,-122.792243,"9,902",Q3,Yes,5,49,Offer B,Yes,26,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,88.2,4159.45,0,0,1274,5433.45,4,Stayed,No,0,24,5987,,,Yes
7005-CYUIL,Female,78,No,Yes,Yes,No,0,United States,California,Laytonville,95454,"39.806141, -123.531098",39.806141,-123.531098,"2,706",Q3,Yes,2,71,Offer A,Yes,12.26,No,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,99.4,7168.25,0,0,870.46,8038.71,3,Stayed,No,0,29,4964,,,Yes
2388-LAESQ,Female,74,No,Yes,Yes,No,0,United States,California,Manchester,95459,"38.966713, -123.586412",38.966713,-123.586412,586,Q3,Yes,3,72,Offer A,Yes,28.72,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,114.85,8317.95,0,0,2067.84,10385.79,3,Stayed,No,0,26,4796,,,Yes
3108-PCCGG,Male,75,No,Yes,Yes,No,0,United States,California,Redwood Valley,95470,"39.298065, -123.25211",39.298065,-123.25211,"5,995",Q3,Yes,3,72,Offer A,Yes,16.72,Yes,Yes,Cable,9,Yes,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,No,Credit Card,84.45,5899.85,0,0,1203.84,7103.69,3,Stayed,No,0,25,5856,,,Yes
6729-GDNGC,Female,71,No,Yes,No,No,0,United States,California,Westport,95488,"39.724433, -123.767578",39.724433,-123.767578,309,Q3,No,0,20,,Yes,21.49,No,Yes,Fiber Optic,4,No,No,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,80.7,1614.2,0,0,429.8,2044,5,Stayed,No,0,73,3111,,,No
4238-HFHSN,Male,66,No,Yes,Yes,No,0,United States,California,Elverta,95626,"38.734997, -121.463719",38.734997,-121.463719,"6,197",Q3,Yes,4,61,Offer B,Yes,26.55,Yes,Yes,Fiber Optic,2,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,82.15,4904.85,0,0,1619.55,6524.4,3,Stayed,No,0,33,4250,,,Yes
2692-BUCFV,Male,79,No,Yes,No,No,0,United States,California,Shingle Springs,95682,"38.598936, -120.963092",38.598936,-120.963092,"24,738",Q3,No,0,29,Offer C,Yes,6.59,No,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,101.45,2948.6,0,60,191.11,3199.71,4,Stayed,No,0,76,5285,,,No
5651-WYIPH,Female,69,No,Yes,No,No,0,United States,California,Vacaville,95688,"38.419088, -122.024568",38.419088,-122.024568,"32,564",Q3,No,0,18,,Yes,41.13,No,Yes,Cable,23,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,49.85,865.75,0,0,740.34,1606.09,3,Stayed,No,0,71,3283,,,No
8752-GHJFU,Male,70,No,Yes,Yes,No,0,United States,California,Applegate,95703,"38.983388, -120.988814",38.983388,-120.988814,"1,526",Q3,Yes,7,71,,Yes,36.6,Yes,Yes,Fiber Optic,10,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,92,6585.2,0,0,2598.6,9183.8,3,Stayed,No,0,66,4322,,,Yes
6896-SRVYQ,Male,69,No,Yes,No,No,0,United States,California,Camino,95709,"38.748316, -120.675512",38.748316,-120.675512,"4,829",Q3,No,0,44,Offer B,Yes,47.06,No,Yes,Fiber Optic,3,No,No,Yes,No,No,No,No,No,One Year,No,Bank Withdrawal,73.85,3122.4,0,100,2070.64,5293.04,5,Stayed,No,0,48,4374,,,No
9052-VKDUW,Female,68,No,Yes,Yes,No,0,United States,California,Pollock Pines,95726,"38.733908, -120.453416",38.733908,-120.453416,"8,577",Q3,Yes,8,65,Offer B,Yes,15.3,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Credit Card,109.4,7227.45,0,0,994.5,8221.95,3,Stayed,No,0,39,4452,,,Yes
2480-EJWYP,Female,66,No,Yes,Yes,No,0,United States,California,Roseville,95747,"38.784329, -121.373245",38.784329,-121.373245,"25,418",Q3,Yes,5,58,Offer B,Yes,45.37,Yes,Yes,Fiber Optic,28,No,Yes,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,97.8,5458.8,0,0,2631.46,8090.26,3,Stayed,No,0,23,6019,,,Yes
6806-YDEUL,Female,67,No,Yes,No,No,0,United States,California,Sacramento,95817,"38.550722, -121.457314",38.550722,-121.457314,"14,966",Q3,No,0,6,Offer E,Yes,2.03,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.5,106.8,0,0,12.18,118.98,3,Stayed,No,0,77,3288,,,No
0222-CNVPT,Male,69,No,Yes,No,No,0,United States,California,Sacramento,95820,"38.53508, -121.444144",38.53508,-121.444144,"37,031",Q3,No,0,52,Offer B,No,0,No,Yes,DSL,19,Yes,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,48.8,2555.05,0,0,0,2555.05,3,Stayed,No,0,67,4865,,,No
6048-UWKAL,Female,73,No,Yes,Yes,No,0,United States,California,Beale Afb,95903,"39.125311, -121.392283",39.125311,-121.392283,"5,654",Q3,Yes,2,69,,Yes,19.39,Yes,Yes,Fiber Optic,13,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,105.4,6998.95,0,0,1337.91,8336.86,4,Stayed,No,0,45,5467,,,Yes
9290-SHCMB,Female,74,No,Yes,No,No,0,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,"1,237",Q3,No,0,13,,Yes,26.68,No,Yes,Fiber Optic,24,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,96.85,1235.55,0,0,346.84,1582.39,4,Stayed,No,0,28,3098,,,No
2277-BKJKN,Female,70,No,Yes,Yes,No,0,United States,California,Camptonville,95922,"39.432127, -121.099287",39.432127,-121.099287,632,Q3,Yes,6,71,,Yes,22,No,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.2,7213.75,0,0,1562,8775.75,4,Stayed,No,0,23,4951,,,Yes
8016-ZMGMO,Female,73,No,Yes,Yes,No,0,United States,California,Colusa,95932,"39.273096, -122.050763",39.273096,-122.050763,"7,503",Q3,No,0,66,,Yes,44.01,Yes,Yes,Cable,17,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,70.85,4738.85,0,0,2904.66,7643.51,5,Stayed,No,0,37,5572,,,Yes
1728-CXQBE,Male,79,No,Yes,Yes,No,0,United States,California,Glenn,95943,"39.597975, -122.032248",39.597975,-122.032248,"1,454",Q3,Yes,9,64,Offer B,Yes,23.33,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,94.25,6081.4,0,0,1493.12,7574.52,3,Stayed,No,0,63,6020,,,Yes
0481-SUMCB,Female,74,No,Yes,No,No,0,United States,California,Greenville,95947,"40.160386, -120.835428",40.160386,-120.835428,"2,064",Q3,No,0,45,Offer B,Yes,34.12,Yes,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,102.15,4735.35,0,0,1535.4,6270.75,4,Stayed,No,0,69,5391,,,No
2811-POVEX,Female,74,No,Yes,Yes,Yes,3,United States,California,Live Oak,95953,"39.258746, -121.77697",39.258746,-121.77697,"8,695",Q3,Yes,4,23,,Yes,2.03,No,Yes,Fiber Optic,53,No,Yes,Yes,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,88.45,2130.55,0,0,46.69,2177.24,5,Stayed,No,0,70,3937,,,Yes
7905-NJMXS,Male,68,No,Yes,Yes,No,0,United States,California,Williams,95987,"39.117537, -122.284654",39.117537,-122.284654,"4,579",Q3,Yes,2,7,,Yes,3.19,Yes,Yes,Cable,26,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,64.2,475,0,0,22.33,497.33,4,Stayed,No,0,74,5116,,,Yes
9957-YODKZ,Male,75,No,Yes,Yes,No,0,United States,California,Canby,96015,"41.486953, -120.913975",41.486953,-120.913975,417,Q3,Yes,4,6,,Yes,16.87,Yes,Yes,Fiber Optic,17,No,No,Yes,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,80.8,457.1,0,30,101.22,588.32,5,Stayed,No,0,68,5611,,,Yes
3223-DWFIO,Male,77,No,Yes,No,No,0,United States,California,Forks Of Salmon,96031,"41.232128, -123.194748",41.232128,-123.194748,170,Q3,No,0,4,,Yes,30.11,No,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,69.35,261.65,0,0,120.44,382.09,3,Stayed,No,0,26,4140,,,No
3292-PBZEJ,Male,75,No,Yes,No,No,0,United States,California,Greenview,96037,"41.528541, -122.955018",41.528541,-122.955018,295,Q3,No,0,11,,Yes,2.63,Yes,Yes,Fiber Optic,13,No,Yes,Yes,Yes,Yes,Yes,No,No,Two Year,Yes,Bank Withdrawal,111.4,1183.05,0,40,28.93,1251.98,3,Stayed,No,0,28,3175,,,No
0993-OSGPT,Female,78,No,Yes,Yes,No,0,United States,California,Junction City,96048,"40.913192, -123.06597",40.913192,-123.06597,734,Q3,Yes,2,68,,Yes,40.55,No,Yes,DSL,20,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,60.65,3975.9,0,0,2757.4,6733.3,5,Stayed,No,0,24,6418,,,Yes
7108-DGVUU,Female,73,No,Yes,Yes,No,0,United States,California,Lookout,96054,"41.280478, -121.160249",41.280478,-121.160249,386,Q3,Yes,4,21,,Yes,30.3,Yes,Yes,DSL,18,No,Yes,Yes,No,No,Yes,No,No,One Year,No,Bank Withdrawal,71.7,1497.05,0,100,636.3,2233.35,5,Stayed,No,0,38,2784,,,Yes
9906-NHHVC,Female,75,No,Yes,No,No,0,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,816,Q3,No,0,65,Offer B,No,0,No,Yes,Cable,9,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,53.5,3517.9,0,0,0,3517.9,3,Stayed,No,0,76,5693,,,No
8152-UOBNY,Female,66,No,Yes,No,No,0,United States,California,Mineral,96063,"40.408796, -121.579609",40.408796,-121.579609,124,Q3,No,0,50,Offer B,Yes,10.6,Yes,Yes,Fiber Optic,14,No,Yes,No,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,106.8,5347.95,0,0,530,5877.95,3,Stayed,No,0,59,5746,,,No
7351-KYHQH,Female,67,No,Yes,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,7,,Yes,7.82,No,Yes,Cable,7,No,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,64.95,493.65,0,0,54.74,548.39,4,Stayed,No,0,37,4615,,,No
6374-NTQLP,Male,67,No,Yes,Yes,Yes,2,United States,California,Trinity Center,96091,"41.081847, -122.700545",41.081847,-122.700545,734,Q3,Yes,4,72,,Yes,16.82,No,Yes,Fiber Optic,25,Yes,No,Yes,Yes,Yes,Yes,No,No,Two Year,Yes,Credit Card,104.1,7447.7,0,40,1211.04,8698.74,3,Stayed,No,0,54,5092,,,Yes
6267-DCFFZ,Female,68,No,Yes,Yes,No,0,United States,California,Madeline,96119,"41.042003, -120.506086",41.042003,-120.506086,85,Q3,Yes,8,30,Offer C,Yes,47.75,Yes,Yes,Fiber Optic,27,No,Yes,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,90.05,2627.2,0,0,1432.5,4059.7,5,Stayed,No,0,39,3792,,,Yes
2439-LYPMQ,Male,79,No,Yes,Yes,No,0,United States,California,Milford,96121,"40.181279, -120.392967",40.181279,-120.392967,481,Q3,Yes,7,38,Offer C,Yes,4.75,Yes,Yes,Fiber Optic,24,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,102.6,4009.2,45.81,0,180.5,4143.89,4,Stayed,No,0,40,5469,,,Yes
7426-WEIJX,Male,71,No,Yes,Yes,Yes,1,United States,California,Olympic Valley,96146,"39.191797, -120.212401",39.191797,-120.212401,942,Q3,Yes,10,60,,Yes,18.23,Yes,Yes,Fiber Optic,11,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,80.95,4859.1,49.53,0,1093.8,5903.37,4,Stayed,No,0,71,6214,,,Yes
3761-FLYZI,Female,69,No,Yes,Yes,No,0,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,"101,215",Q3,Yes,4,65,,Yes,48.53,Yes,Yes,Fiber Optic,9,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,108.8,7082.45,21.52,0,3154.45,10215.38,5,Stayed,No,0,64,5225,,,Yes
1060-ENTOF,Female,70,No,Yes,Yes,No,0,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,"30,568",Q3,Yes,3,67,,Yes,2.67,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,No,Yes,No,Yes,One Year,Yes,Credit Card,105.4,7035.6,0,0,178.89,7214.49,4,Stayed,No,0,64,5703,,,Yes
0999-QXNSA,Male,72,No,Yes,No,Yes,1,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,"41,713",Q3,No,0,7,,Yes,41.14,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,45.75,344.2,29,0,287.98,603.18,4,Stayed,No,0,57,3779,,,No
9365-SRSZE,Male,71,No,Yes,Yes,No,0,United States,California,Los Angeles,90036,"34.070291, -118.349191",34.070291,-118.349191,"32,901",Q3,No,0,27,Offer C,Yes,30.49,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,70.55,1943.9,29.99,0,823.23,2737.14,3,Stayed,No,0,65,2534,,,Yes
4918-FYJNT,Female,68,No,Yes,Yes,No,0,United States,California,Los Angeles,90063,"34.044271, -118.185237",34.044271,-118.185237,"55,668",Q3,Yes,4,55,,Yes,22.74,Yes,Yes,Fiber Optic,21,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,90.45,5044.8,12.48,0,1250.7,6283.02,4,Stayed,No,0,42,5140,,,Yes
4854-CIDCF,Female,74,No,Yes,No,No,0,United States,California,Los Angeles,90065,"34.108833, -118.229715",34.108833,-118.229715,"47,534",Q3,No,0,3,,Yes,46.65,No,Yes,Fiber Optic,25,No,No,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,73.85,196.4,0,0,139.95,336.35,4,Joined,No,0,74,2868,,,No
3280-MRDOF,Male,69,No,Yes,No,No,0,United States,California,Los Angeles,90067,"34.057496, -118.413959",34.057496,-118.413959,"2,527",Q3,No,0,30,,Yes,19.92,Yes,Yes,DSL,30,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,69.1,2093.9,21.08,0,597.6,2670.42,3,Stayed,No,0,75,3415,,,No
6407-UTSLV,Female,76,No,Yes,No,No,0,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,"29,825",Q3,No,0,2,,Yes,32.98,No,Yes,Fiber Optic,14,No,Yes,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,83.8,163.7,0,0,65.96,229.66,3,Joined,No,0,53,2885,,,No
5935-FCCNB,Female,79,No,Yes,No,No,0,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,"42,459",Q3,No,0,17,,Yes,32.19,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,94.2,1608.15,36.4,0,547.23,2118.98,4,Stayed,No,0,54,4425,,,No
9705-IOVQQ,Male,80,No,Yes,Yes,Yes,2,United States,California,Huntington Park,90255,"33.97803, -118.217141",33.97803,-118.217141,"78,114",Q3,Yes,10,61,,Yes,4.51,Yes,Yes,Fiber Optic,22,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,99,5969.3,21.17,0,275.11,6223.24,5,Stayed,No,0,20,5177,,,Yes
1320-REHCS,Male,75,No,Yes,No,No,0,United States,California,Inglewood,90301,"33.956445, -118.358634",33.956445,-118.358634,"37,527",Q3,No,0,52,,Yes,23.04,Yes,Yes,Fiber Optic,25,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.75,5832,6.26,0,1198.08,7023.82,5,Stayed,No,0,46,4993,,,No
2057-BOYKM,Female,70,No,Yes,Yes,No,0,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,"13,779",Q3,Yes,10,72,,Yes,28.09,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,96.6,6827.5,0,0,2022.48,8849.98,4,Stayed,No,0,78,5153,,,Yes
0134-XWXCE,Female,76,No,Yes,No,No,0,United States,California,Santa Monica,90403,"34.031529, -118.491156",34.031529,-118.491156,"23,559",Q3,No,0,44,,Yes,7.72,No,Yes,DSL,17,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,74.85,3268.05,17.91,0,339.68,3589.82,5,Stayed,No,0,71,3253,,,No
2307-FYNNL,Male,67,No,Yes,No,No,0,United States,California,La Mirada,90638,"33.902045, -118.008961",33.902045,-118.008961,"47,568",Q3,No,0,65,,Yes,4.4,Yes,Yes,Fiber Optic,10,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.05,7108.2,34.67,0,286,7359.53,3,Stayed,No,0,29,5692,,,No
5605-XNWEN,Male,77,No,Yes,Yes,No,0,United States,California,Montebello,90640,"34.015217, -118.109962",34.015217,-118.109962,"62,425",Q3,No,0,72,,Yes,28.99,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25,1802.55,28.93,0,2087.28,3860.9,5,Stayed,No,0,69,4055,,,Yes
2519-LBNQL,Male,80,No,Yes,Yes,No,0,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,"16,398",Q3,Yes,2,60,,Yes,22.95,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.35,6339.45,41.23,0,1377,7675.22,4,Stayed,No,0,73,4040,,,Yes
8623-ULFNQ,Female,79,No,Yes,No,No,0,United States,California,Cerritos,90703,"33.8681, -118.067402",33.8681,-118.067402,"51,556",Q3,No,0,26,,Yes,12.09,Yes,Yes,DSL,15,No,No,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,66.05,1652.4,47.73,0,314.34,1919.01,5,Stayed,No,0,43,3225,,,No
7789-HKSBS,Female,79,No,Yes,Yes,No,0,United States,California,Lakewood,90713,"33.847755, -118.112532",33.847755,-118.112532,"27,563",Q3,Yes,2,42,,Yes,35.38,Yes,Yes,Fiber Optic,7,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.2,4599.15,40.46,0,1485.96,6044.65,3,Stayed,No,0,36,5573,,,Yes
2070-XYMFH,Female,66,No,Yes,No,No,0,United States,California,Long Beach,90815,"33.797638, -118.11662",33.797638,-118.11662,"38,902",Q3,No,0,23,,Yes,8.72,Yes,Yes,Fiber Optic,18,No,No,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,79.35,1835.3,15.41,0,200.56,2020.45,5,Stayed,No,0,50,3558,,,No
5663-QBGIS,Male,65,No,Yes,Yes,No,0,United States,California,La Canada Flintridge,91011,"34.234912, -118.153729",34.234912,-118.153729,"20,200",Q3,No,0,72,,Yes,44.61,Yes,Yes,Fiber Optic,30,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,98.35,6929.4,0,0,3211.92,10141.32,3,Stayed,No,0,73,6120,,,Yes
3402-XRIUO,Female,73,No,Yes,Yes,No,0,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,"23,981",Q3,Yes,5,22,Offer D,Yes,17.22,Yes,Yes,DSL,25,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,63.55,1381.8,0,0,378.84,1760.64,3,Stayed,No,0,36,2136,,,Yes
8058-DMYRU,Male,69,No,Yes,No,No,0,United States,California,Glendale,91208,"34.195386, -118.238508",34.195386,-118.238508,"16,910",Q3,No,0,54,,Yes,18.58,Yes,Yes,Fiber Optic,14,No,Yes,No,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,90.05,4931.8,0,0,1003.32,5935.12,5,Stayed,No,0,23,5232,,,No
3537-RYBHH,Female,78,No,Yes,Yes,No,0,United States,California,Northridge,91324,"34.238208, -118.55029",34.238208,-118.55029,"25,751",Q3,Yes,1,47,,Yes,46.77,Yes,Yes,DSL,24,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,67.45,3252,0,0,2198.19,5450.19,3,Stayed,No,0,67,4074,,,Yes
0523-VNGTF,Female,78,No,Yes,No,No,0,United States,California,Sun Valley,91352,"34.231053, -118.338307",34.231053,-118.338307,"46,639",Q3,No,0,52,,No,0,No,Yes,DSL,23,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,50.5,2566.3,0,0,0,2566.3,3,Stayed,No,0,70,5185,,,No
7105-MXJLL,Female,76,No,Yes,Yes,No,0,United States,California,Valencia,91355,"34.43987, -118.644609",34.43987,-118.644609,"24,977",Q3,Yes,2,26,,Yes,17.12,No,Yes,Cable,17,No,No,Yes,No,No,Yes,No,Yes,One Year,No,Credit Card,60.7,1597.4,0,0,445.12,2042.52,5,Stayed,No,0,68,2502,,,Yes
7064-FRRSW,Male,71,No,Yes,No,No,0,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,"27,424",Q3,No,0,48,,Yes,5.87,Yes,Yes,Fiber Optic,2,No,Yes,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,99,4744.35,0,0,281.76,5026.11,4,Stayed,No,0,78,3061,,,No
1636-NTNCO,Male,72,No,Yes,No,No,0,United States,California,Valley Village,91607,"34.165783, -118.399795",34.165783,-118.399795,"27,453",Q3,No,0,4,,No,0,No,Yes,DSL,10,No,Yes,No,No,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,50.95,207.35,0,0,0,207.35,3,Stayed,No,0,33,2104,,,No
3219-JQRSL,Female,70,No,Yes,Yes,No,0,United States,California,Monterey Park,91755,"34.049172, -118.115022",34.049172,-118.115022,"26,933",Q3,Yes,1,72,,Yes,24.44,Yes,Yes,DSL,13,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,No,Credit Card,89.1,6352.4,0,0,1759.68,8112.08,3,Stayed,No,0,39,4627,,,Yes
1845-CSBRZ,Female,71,No,Yes,Yes,Yes,1,United States,California,Pomona,91766,"34.042286, -117.756106",34.042286,-117.756106,"69,974",Q3,Yes,7,22,Offer D,Yes,40.19,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,85.35,1961.6,0,0,884.18,2845.78,5,Stayed,No,0,49,2656,,,Yes
3723-BFBGR,Male,74,No,Yes,No,No,0,United States,California,Borrego Springs,92004,"33.200369, -116.192313",33.200369,-116.192313,"2,863",Q3,No,0,24,,Yes,8.66,Yes,Yes,Cable,27,No,Yes,No,No,No,No,No,No,Two Year,No,Credit Card,54.8,1291.3,0,110,207.84,1609.14,5,Stayed,No,0,25,4330,,,No
5692-ICXLW,Male,75,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,31,,Yes,46.71,Yes,Yes,Fiber Optic,24,No,Yes,No,No,Yes,No,No,No,Two Year,Yes,Bank Withdrawal,90.7,2845.15,0,100,1448.01,4393.16,5,Stayed,No,0,60,3493,,,No
7020-OZKXZ,Female,65,No,Yes,No,No,0,United States,California,Vista,92084,"33.22784, -117.200024",33.22784,-117.200024,"44,692",Q3,No,0,9,,Yes,24.96,No,Yes,Fiber Optic,9,No,No,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,75.5,637.4,0,0,224.64,862.04,3,Stayed,No,0,30,3021,,,No
0308-GIQJT,Male,80,No,Yes,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,71,,Yes,6.1,Yes,Yes,Fiber Optic,9,No,Yes,No,Yes,Yes,Yes,No,Yes,One Year,No,Bank Withdrawal,105.75,7382.85,0,0,433.1,7815.95,4,Stayed,No,0,54,4921,,,No
8775-ERLNB,Male,76,No,Yes,Yes,No,0,United States,California,Indio,92203,"33.752938, -116.230055",33.752938,-116.230055,"2,743",Q3,Yes,7,1,,Yes,17.84,Yes,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,74.3,74.3,0,0,17.84,92.14,5,Joined,No,0,47,2968,,,Yes
8309-IEYJD,Female,73,No,Yes,No,No,0,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,"3,873",Q3,No,0,1,Offer E,Yes,32.61,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,70.6,70.6,0,30,32.61,133.21,4,Joined,No,0,25,2576,,,No
7361-YPXFS,Female,67,No,Yes,No,No,0,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,"23,394",Q3,No,0,28,,Yes,12.72,Yes,Yes,Cable,23,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,64.45,1867.6,0,0,356.16,2223.76,4,Stayed,No,0,37,3820,,,No
6557-BZXLQ,Male,66,No,Yes,No,No,0,United States,California,Cabazon,92230,"33.929812, -116.76058",33.929812,-116.76058,"2,355",Q3,No,0,16,Offer D,Yes,22.9,No,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,69.65,1043.3,0,0,366.4,1409.7,3,Stayed,No,0,63,5610,,,No
4832-VRBMR,Male,65,No,Yes,Yes,No,0,United States,California,Parker Dam,92267,"34.273872, -114.192901",34.273872,-114.192901,131,Q3,Yes,1,65,,Yes,16.65,Yes,Yes,Fiber Optic,5,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.15,6792.45,0,0,1082.25,7874.7,3,Stayed,No,0,51,6441,,,Yes
7901-TBKJX,Male,76,No,Yes,No,No,0,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,"14,104",Q3,No,0,56,,Yes,5.19,Yes,Yes,Fiber Optic,16,No,No,Yes,No,Yes,Yes,No,No,Two Year,Yes,Bank Withdrawal,101.05,5594,0,10,290.64,5894.64,3,Stayed,No,0,65,5514,,,No
9919-FZDED,Male,79,No,Yes,Yes,No,0,United States,California,Yucca Valley,92284,"34.159534, -116.425984",34.159534,-116.425984,"20,486",Q3,Yes,1,72,,Yes,17.3,Yes,Yes,DSL,23,Yes,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,84.1,5981.65,0,0,1245.6,7227.25,3,Stayed,No,0,63,4671,,,Yes
7206-PQBBZ,Male,76,No,Yes,Yes,No,0,United States,California,Fontana,92336,"34.136367, -117.460803",34.136367,-117.460803,"54,586",Q3,Yes,7,11,Offer D,Yes,24.42,No,Yes,Fiber Optic,29,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,70.2,834.7,0,0,268.62,1103.32,3,Stayed,No,0,29,2848,,,Yes
4079-VTGLK,Male,77,No,Yes,Yes,No,0,United States,California,Riverside,92501,"33.994676, -117.372498",33.994676,-117.372498,"18,999",Q3,Yes,7,30,,Yes,40.5,Yes,Yes,DSL,8,No,No,Yes,No,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,74.85,2181.75,0,0,1215,3396.75,5,Stayed,No,0,27,5610,,,Yes
2931-VUVJN,Female,71,No,Yes,Yes,No,0,United States,California,Murrieta,92562,"33.548869, -117.334165",33.548869,-117.334165,"36,149",Q3,No,0,59,,Yes,19.14,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,94.05,5483.9,0,30,1129.26,6643.16,3,Stayed,No,0,30,5061,,,Yes
2878-RMWXY,Male,75,No,Yes,Yes,No,0,United States,California,Temecula,92590,"33.475493, -117.219551",33.475493,-117.219551,"3,070",Q3,Yes,5,72,,Yes,28.5,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,No,No,Yes,No,Yes,Two Year,Yes,Credit Card,102.65,7550.3,0,0,2052,9602.3,3,Stayed,No,0,66,4680,,,Yes
7375-WMVMT,Male,75,No,Yes,Yes,No,0,United States,California,Wildomar,92595,"33.617108, -117.253349",33.617108,-117.253349,"19,368",Q3,Yes,2,71,,Yes,1.23,No,Yes,Fiber Optic,9,No,Yes,Yes,Yes,No,Yes,No,Yes,Two Year,Yes,Credit Card,95.5,6707.15,0,0,87.33,6794.48,4,Stayed,No,0,80,6412,,,Yes
7622-FWGEW,Male,71,No,Yes,Yes,No,0,United States,California,Costa Mesa,92626,"33.678591, -117.905471",33.678591,-117.905471,"48,207",Q3,Yes,8,56,,Yes,31.68,No,Yes,DSL,30,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,85.65,4824.45,0,0,1774.08,6598.53,3,Stayed,No,0,70,6500,,,Yes
0380-NEAVX,Male,72,No,Yes,No,No,0,United States,California,Newport Beach,92660,"33.634626, -117.874882",33.634626,-117.874882,"28,687",Q3,No,0,34,,Yes,35,No,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,99.85,3343.15,0,0,1190,4533.15,5,Stayed,No,0,71,5626,,,No
8495-LJDFO,Female,76,No,Yes,No,No,0,United States,California,Rancho Santa Margarita,92688,"33.624654, -117.611733",33.624654,-117.611733,"42,193",Q3,No,0,64,,Yes,22.86,Yes,Yes,Fiber Optic,24,Yes,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,108.95,7111.3,0,0,1463.04,8574.34,4,Stayed,No,0,26,5780,,,No
1302-UHBDD,Male,70,No,Yes,No,No,0,United States,California,Ladera Ranch,92694,"33.569186, -117.640055",33.569186,-117.640055,350,Q3,No,0,20,Offer D,Yes,48.46,No,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,89.95,1648.45,0,0,969.2,2617.65,4,Stayed,No,0,33,4812,,,No
3597-YASZG,Female,73,No,Yes,Yes,No,0,United States,California,Tustin,92782,"33.738543, -117.785046",33.738543,-117.785046,"17,494",Q3,Yes,3,70,Offer A,Yes,39.34,Yes,Yes,Fiber Optic,13,No,Yes,No,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,104.45,7349.35,0,0,2753.8,10103.15,4,Stayed,No,0,27,5004,,,Yes
3420-ZDBMA,Male,78,No,Yes,No,No,0,United States,California,Brea,92821,"33.930199, -117.862898",33.930199,-117.862898,"34,055",Q3,No,0,5,Offer E,Yes,17.13,No,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,71.45,371.6,0,0,85.65,457.25,4,Stayed,No,0,36,5171,,,No
3398-GCPMU,Female,74,No,Yes,Yes,No,0,United States,California,Fullerton,92833,"33.877639, -117.961212",33.877639,-117.961212,"46,105",Q3,Yes,4,72,Offer A,Yes,5.77,Yes,Yes,DSL,24,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,89.55,6448.85,0,0,415.44,6864.29,3,Stayed,No,0,25,4993,,,Yes
1013-QCWAM,Female,73,No,Yes,Yes,No,0,United States,California,Garden Grove,92841,"33.786738, -117.982564",33.786738,-117.982564,"31,428",Q3,No,0,66,Offer A,Yes,28.06,Yes,Yes,Fiber Optic,20,No,Yes,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,100.8,6690.75,0,0,1851.96,8542.71,4,Stayed,No,0,32,5469,,,Yes
0336-PIKEI,Male,69,No,Yes,Yes,No,0,United States,California,Orange,92869,"33.792791, -117.789749",33.792791,-117.789749,"37,916",Q3,Yes,7,72,Offer A,Yes,5.27,No,Yes,DSL,9,Yes,Yes,Yes,Yes,Yes,No,No,No,Two Year,No,Bank Withdrawal,74.4,5360.75,0,140,379.44,5880.19,4,Stayed,No,0,58,5590,,,Yes
7322-OCWHC,Male,73,No,Yes,Yes,No,0,United States,California,Placentia,92870,"33.881158, -117.854783",33.881158,-117.854783,"48,170",Q3,Yes,10,72,Offer A,Yes,1.34,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,93.05,6735.05,0,0,96.48,6831.53,3,Stayed,No,0,39,4988,,,Yes
5732-IKGQH,Male,79,No,Yes,Yes,No,0,United States,California,Camarillo,93012,"34.205504, -118.993111",34.205504,-118.993111,"24,945",Q3,Yes,5,52,,Yes,39,No,Yes,Fiber Optic,11,Yes,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,104.45,5481.25,0,0,2028,7509.25,3,Stayed,No,0,78,5490,,,Yes
0093-EXYQL,Female,72,No,Yes,No,No,0,United States,California,Ojai,93023,"34.581308, -118.931948",34.581308,-118.931948,"21,633",Q3,No,0,40,,Yes,44.14,No,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,91.55,3673.6,0,0,1765.6,5439.2,3,Stayed,No,0,59,5742,,,No
9168-INPSZ,Female,75,No,Yes,Yes,No,0,United States,California,Port Hueneme,93041,"34.110124, -119.100972",34.110124,-119.100972,"25,634",Q3,Yes,10,44,,Yes,20.83,Yes,Yes,Fiber Optic,9,No,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,104.15,4495.65,0,0,916.52,5412.17,4,Stayed,No,0,32,2944,,,Yes
0015-UOCOJ,Female,68,No,Yes,No,No,0,United States,California,Simi Valley,93063,"34.296813, -118.685703",34.296813,-118.685703,"49,027",Q3,No,0,7,Offer E,Yes,10.53,No,Yes,DSL,21,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,48.2,340.35,0,0,73.71,414.06,3,Stayed,No,0,34,5525,,,No
5334-AFQJB,Male,66,No,Yes,No,No,0,United States,California,Simi Valley,93065,"34.269449, -118.768471",34.269449,-118.768471,"64,802",Q3,No,0,72,Offer A,Yes,2.37,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.1,1789.9,0,0,170.64,1960.54,5,Stayed,No,0,74,5751,,,No
2754-SDJRD,Female,74,No,Yes,No,No,0,United States,California,Somis,93066,"34.297628, -119.014627",34.297628,-119.014627,"2,966",Q3,No,0,8,Offer E,Yes,39.86,Yes,Yes,Fiber Optic,23,No,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,100.15,908.55,0,0,318.88,1227.43,4,Stayed,No,0,42,5157,,,No
1465-LNTLJ,Male,78,No,Yes,Yes,No,0,United States,California,Santa Barbara,93109,"34.406256, -119.726936",34.406256,-119.726936,"10,986",Q3,Yes,7,8,Offer E,Yes,25.57,No,Yes,Cable,12,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,64.4,581.7,0,0,204.56,786.26,5,Stayed,No,0,78,4537,,,Yes
4706-DGAHW,Male,73,No,Yes,No,No,0,United States,California,California Hot Springs,93207,"35.865795, -118.69759",35.865795,-118.69759,226,Q3,No,0,1,Offer E,Yes,49.34,No,Yes,DSL,15,No,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,45.2,45.2,0,0,49.34,94.54,3,Joined,No,0,44,4576,,,No
8552-OBVRU,Female,79,No,Yes,Yes,Yes,3,United States,California,Ivanhoe,93235,"36.385818, -119.224243",36.385818,-119.224243,"4,517",Q3,Yes,6,48,,Yes,13.4,No,Yes,Fiber Optic,75,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.5,5068.05,0,0,643.2,5711.25,3,Stayed,No,0,71,3847,,,Yes
9776-OJUZI,Female,69,No,Yes,No,No,0,United States,California,Lost Hills,93249,"35.637715, -119.893068",35.637715,-119.893068,"2,502",Q3,No,0,65,,Yes,32.41,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,95.45,6223.3,0,0,2106.65,8329.95,4,Stayed,No,0,62,4168,,,No
0869-PAPRP,Female,68,No,Yes,Yes,No,0,United States,California,Pixley,93256,"35.957019, -119.330928",35.957019,-119.330928,"4,198",Q3,Yes,4,26,,Yes,46.24,No,Yes,Fiber Optic,4,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,85.7,2067,0,0,1202.24,3269.24,3,Stayed,No,0,23,3935,,,Yes
4238-JSSWH,Female,70,No,Yes,Yes,No,0,United States,California,Porterville,93257,"36.008958, -118.891593",36.008958,-118.891593,"65,566",Q3,Yes,1,35,,Yes,45.13,Yes,Yes,Fiber Optic,10,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,102.05,3452.55,0,0,1579.55,5032.1,5,Stayed,No,0,35,3199,,,Yes
9121-PHQSR,Male,69,No,Yes,Yes,No,0,United States,California,Stratford,93266,"36.175255, -119.813805",36.175255,-119.813805,"1,729",Q3,Yes,6,16,Offer D,Yes,48.41,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,85.05,1391.15,0,0,774.56,2165.71,4,Stayed,No,0,80,3739,,,Yes
9796-MVYXX,Female,75,No,Yes,No,No,0,United States,California,Weldon,93283,"35.55647, -118.244914",35.55647,-118.244914,"1,935",Q3,No,0,14,Offer D,No,0,No,Yes,DSL,24,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,39.7,692.35,0,0,0,692.35,4,Stayed,No,0,47,3162,,,No
7268-IGMFD,Male,75,No,Yes,No,No,0,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,812,Q3,No,0,18,Offer D,Yes,1.92,Yes,Yes,Fiber Optic,25,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,93.9,1743.9,0,0,34.56,1778.46,4,Stayed,No,0,47,3728,,,No
0013-SMEOE,Female,67,No,Yes,Yes,No,0,United States,California,Lompoc,93437,"34.757477, -120.550507",34.757477,-120.550507,"6,165",Q3,Yes,1,71,Offer A,Yes,9.96,No,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.7,7904.25,0,0,707.16,8611.41,3,Stayed,No,0,26,5011,,,Yes
2573-GYRUU,Male,65,No,Yes,Yes,No,0,United States,California,San Miguel,93451,"35.886767, -120.608661",35.886767,-120.608661,"2,666",Q3,Yes,1,48,,Yes,25.19,Yes,Yes,Fiber Optic,22,No,No,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,91.05,4370.75,0,0,1209.12,5579.87,4,Stayed,No,0,60,3594,,,Yes
6486-LHTMA,Female,67,No,Yes,Yes,No,0,United States,California,California City,93505,"35.151491, -117.927597",35.151491,-117.927597,"8,316",Q3,Yes,1,31,,Yes,44.26,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,90.7,2835.5,0,0,1372.06,4207.56,3,Stayed,No,0,34,2364,,,Yes
4083-BFNYK,Female,74,No,Yes,Yes,No,0,United States,California,Acton,93510,"34.501452, -118.207862",34.501452,-118.207862,"7,831",Q3,Yes,1,38,,Yes,49.82,Yes,Yes,Fiber Optic,27,Yes,Yes,No,No,No,Yes,Yes,No,One Year,No,Credit Card,95,3591.25,0,70,1893.16,5554.41,4,Stayed,No,0,71,5148,,,Yes
1089-HDMKP,Male,72,No,Yes,No,Yes,1,United States,California,Bridgeport,93517,"38.184583, -119.286558",38.184583,-119.286558,826,Q3,No,0,11,,Yes,11.86,No,Yes,Cable,23,No,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,54.55,601.25,0,0,130.46,731.71,4,Stayed,No,0,40,4143,,,No
0141-YEAYS,Female,77,No,Yes,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,27,,Yes,2.97,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,86.45,2401.05,0,0,80.19,2481.24,4,Stayed,No,0,77,5990,,,No
9603-OAIHC,Male,72,No,Yes,No,No,0,United States,California,Palmdale,93551,"34.613476, -118.256358",34.613476,-118.256358,"34,045",Q3,No,0,1,Offer E,Yes,2.97,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,70.05,70.05,0,0,2.97,73.02,3,Joined,No,0,51,2469,,,No
8406-LNMHF,Male,75,No,Yes,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,10,59,,Yes,4.21,No,Yes,Fiber Optic,21,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,82.95,4903.15,0,0,248.39,5151.54,4,Stayed,No,0,61,5295,,,Yes
0023-UYUPN,Female,79,No,Yes,Yes,No,0,United States,California,Ahwahnee,93601,"37.375816, -119.739935",37.375816,-119.739935,"1,968",Q3,No,0,50,,Yes,31.43,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.2,1306.3,0,0,1571.5,2877.8,3,Stayed,No,0,61,4015,,,Yes
6360-SVNWV,Female,72,No,Yes,No,No,0,United States,California,Big Creek,93605,"37.17277, -119.2997",37.17277,-119.2997,273,Q3,No,0,31,,Yes,47.48,No,Yes,Fiber Optic,8,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,73.55,2094.65,0,0,1471.88,3566.53,3,Stayed,No,0,39,2057,,,No
9050-IKDZA,Female,66,No,Yes,No,No,0,United States,California,Clovis,93611,"36.917652, -119.593757",36.917652,-119.593757,"46,858",Q3,No,0,2,,Yes,24.95,No,Yes,Fiber Optic,22,No,No,No,No,Yes,No,No,Yes,Two Year,No,Credit Card,81.5,162.55,0,0,49.9,212.45,4,Joined,No,0,59,4267,,,No
1197-BVMVG,Female,65,No,Yes,No,No,0,United States,California,Friant,93626,"37.027663, -119.69056",37.027663,-119.69056,"1,125",Q3,No,0,4,,Yes,4.29,Yes,Yes,Fiber Optic,7,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.45,294.45,0,0,17.16,311.61,3,Stayed,No,0,50,4093,,,No
5198-EFNBM,Male,66,No,Yes,Yes,No,0,United States,California,Kingsburg,93631,"36.478239, -119.52137",36.478239,-119.52137,"14,088",Q3,Yes,10,57,,Yes,46.62,No,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,90.65,5199.8,0,0,2657.34,7857.14,4,Stayed,No,0,23,5636,,,Yes
7516-GMHUV,Male,77,No,Yes,Yes,No,0,United States,California,Lakeshore,93634,"37.290606, -119.216328",37.290606,-119.216328,52,Q3,Yes,1,50,,Yes,40.9,Yes,Yes,Fiber Optic,8,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,105.05,5163.3,0,0,2045,7208.3,4,Stayed,No,0,40,5324,,,Yes
6614-YWYSC,Male,68,No,Yes,Yes,No,0,United States,California,Sultana,93666,"36.545353, -119.338535",36.545353,-119.338535,306,Q3,Yes,5,61,,Yes,19.14,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25,1501.75,0,0,1167.54,2669.29,3,Stayed,No,0,78,6421,,,Yes
8735-SDUFN,Female,65,No,Yes,Yes,No,0,United States,California,Salinas,93908,"36.624338, -121.615669",36.624338,-121.615669,"13,027",Q3,Yes,5,72,Offer A,Yes,8.68,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.3,1778.7,0,0,624.96,2403.66,5,Stayed,No,0,55,4397,,,Yes
7016-NVRIC,Male,73,No,Yes,Yes,No,0,United States,California,Chualar,93925,"36.596271, -121.442274",36.596271,-121.442274,"1,140",Q3,Yes,10,29,,Yes,32.03,No,Yes,Fiber Optic,16,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,90.1,2656.7,0,0,928.87,3585.57,3,Stayed,No,0,55,3553,,,Yes
9825-YCXWZ,Female,69,No,Yes,No,No,0,United States,California,Loma Mar,94021,"37.266388, -122.26308",37.266388,-122.26308,148,Q3,No,0,41,,Yes,14.61,No,Yes,Fiber Optic,9,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,101.1,4016.2,0,0,599.01,4615.21,5,Stayed,No,0,38,2227,,,No
2000-DHJUY,Female,67,No,Yes,Yes,No,0,United States,California,Menlo Park,94025,"37.449551, -122.183762",37.449551,-122.183762,"39,062",Q3,Yes,1,70,Offer A,Yes,18.67,Yes,Yes,DSL,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,92.2,6474.45,0,0,1306.9,7781.35,4,Stayed,No,0,44,5264,,,Yes
9796-BPKIW,Male,67,No,Yes,No,No,0,United States,California,Redwood City,94063,"37.499411, -122.196318",37.499411,-122.196318,"32,368",Q3,No,0,8,,Yes,42.53,No,Yes,Fiber Optic,6,No,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,69.95,562.7,0,0,340.24,902.94,3,Stayed,No,0,47,2939,,,No
9137-NOQKA,Male,80,No,Yes,No,No,0,United States,California,South San Francisco,94080,"37.654436, -122.426468",37.654436,-122.426468,"60,599",Q3,No,0,2,,Yes,7.03,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.2,37.2,0,0,14.06,51.26,5,Joined,No,0,24,4577,,,No
7748-UMTRK,Female,80,No,Yes,No,Yes,1,United States,California,San Francisco,94132,"37.722302, -122.491129",37.722302,-122.491129,"26,297",Q3,No,0,30,,Yes,37.42,Yes,Yes,Fiber Optic,17,No,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,101.3,2974.5,0,0,1122.6,4097.1,4,Stayed,No,0,34,2440,,,No
6463-MVYRY,Female,67,No,Yes,No,No,0,United States,California,Palo Alto,94301,"37.444314, -122.149996",37.444314,-122.149996,"16,198",Q3,No,0,57,Offer B,Yes,11.23,No,Yes,DSL,30,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,69.85,4003,0,0,640.11,4643.11,4,Stayed,No,0,72,4759,,,No
4526-ZJJTM,Female,72,No,Yes,Yes,No,0,United States,California,San Mateo,94403,"37.538309, -122.305109",37.538309,-122.305109,"37,926",Q3,Yes,1,25,,Yes,19.44,No,Yes,Fiber Optic,4,No,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,88.4,2191.15,0,0,486,2677.15,3,Stayed,No,0,51,4849,,,Yes
5315-CKEQK,Male,73,No,Yes,Yes,Yes,2,United States,California,Castro Valley,94546,"37.708327, -122.083473",37.708327,-122.083473,"41,698",Q3,Yes,1,28,,Yes,4.71,Yes,Yes,DSL,21,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,51,1381.8,0,80,131.88,1593.68,3,Stayed,No,0,44,5195,,,Yes
0907-HQNTS,Female,74,No,Yes,Yes,No,0,United States,California,Pittsburg,94565,"38.006047, -121.916834",38.006047,-121.916834,"78,816",Q3,Yes,8,70,Offer A,Yes,46.2,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,113,7987.6,0,0,3234,11221.6,3,Stayed,No,0,47,4588,,,Yes
8250-ZNGGW,Female,79,No,Yes,No,No,0,United States,California,Rio Vista,94571,"38.148862, -121.737696",38.148862,-121.737696,"5,246",Q3,No,0,5,,Yes,43.99,No,Yes,DSL,27,Yes,Yes,No,Yes,No,No,No,No,Two Year,No,Credit Card,59.9,287.85,0,20,219.95,527.8,4,Stayed,No,0,35,3662,,,No
8166-ORCHU,Male,73,No,Yes,Yes,No,0,United States,California,Oakland,94605,"37.758019, -122.138678",37.758019,-122.138678,"42,854",Q3,Yes,10,33,,Yes,44.54,No,Yes,Fiber Optic,18,Yes,Yes,No,Yes,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,93.55,3055.5,0,0,1469.82,4525.32,4,Stayed,No,0,21,4414,,,Yes
1855-CFULU,Female,65,No,Yes,No,No,0,United States,California,Oakland,94619,"37.787186, -122.14633",37.787186,-122.14633,"24,518",Q3,No,0,4,,Yes,41.98,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,91.45,0,0,167.92,259.37,5,Stayed,No,0,20,3460,,,No
8628-MFKAX,Female,79,No,Yes,Yes,No,0,United States,California,San Pablo,94806,"37.980269, -122.342635",37.980269,-122.342635,"55,720",Q3,Yes,6,72,Offer A,Yes,14.75,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,116.75,8277.05,0,0,1062,9339.05,3,Stayed,No,0,68,5098,,,Yes
9508-ILZDG,Female,79,No,Yes,No,No,0,United States,California,Dillon Beach,94929,"38.24458, -122.956268",38.24458,-122.956268,330,Q3,No,0,34,,Yes,14.23,Yes,Yes,Fiber Optic,13,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,96.35,3190.25,0,0,483.82,3674.07,4,Stayed,No,0,32,5425,,,No
6128-AQBMT,Male,65,No,Yes,Yes,No,0,United States,California,Nicasio,94946,"38.065359, -122.665566",38.065359,-122.665566,607,Q3,Yes,8,41,Offer B,No,0,No,Yes,Cable,9,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,53.95,2215.4,0,0,0,2215.4,3,Stayed,No,0,46,3920,,,Yes
4295-YURET,Female,78,No,Yes,Yes,Yes,1,United States,California,San Quentin,94964,"37.942551, -122.491642",37.942551,-122.491642,"6,448",Q3,Yes,8,56,Offer B,Yes,5.93,No,Yes,DSL,19,Yes,No,No,Yes,Yes,Yes,No,No,Two Year,Yes,Credit Card,72.6,4084.35,0,140,332.08,4556.43,4,Stayed,No,0,79,6357,,,Yes
7693-QPEFS,Male,75,No,Yes,No,No,0,United States,California,Davenport,95017,"37.114335, -122.237162",37.114335,-122.237162,857,Q3,No,0,52,Offer B,Yes,42.19,Yes,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,72.95,3829.75,0,0,2193.88,6023.63,3,Stayed,No,0,72,4368,,,No
0924-BJCRC,Female,70,No,Yes,Yes,No,0,United States,California,Felton,95018,"37.089111, -122.062213",37.089111,-122.062213,"8,728",Q3,Yes,6,60,Offer B,Yes,24.68,Yes,Yes,Fiber Optic,19,No,Yes,No,No,No,Yes,No,No,Two Year,No,Bank Withdrawal,89.45,5294.6,0,10,1480.8,6785.4,3,Stayed,No,0,44,4340,,,Yes
5533-NHFRF,Male,75,No,Yes,No,No,0,United States,California,San Jose,95132,"37.424655, -121.74841",37.424655,-121.74841,"40,568",Q3,No,0,7,,No,0,No,Yes,DSL,26,No,Yes,No,Yes,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,44.4,265.8,0,0,0,265.8,4,Stayed,No,0,77,3410,,,No
4360-QRAVE,Male,75,No,Yes,No,No,0,United States,California,Farmington,95230,"37.956963, -120.863055",37.956963,-120.863055,596,Q3,No,0,37,Offer C,No,0,No,Yes,DSL,29,No,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,36.65,1315,0,0,0,1315,5,Stayed,No,0,72,2494,,,No
8433-WPJTV,Female,76,No,Yes,Yes,Yes,3,United States,California,French Camp,95231,"37.873283, -121.292034",37.873283,-121.292034,"5,094",Q3,Yes,8,65,Offer B,Yes,1.58,Yes,Yes,Fiber Optic,27,No,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,103.9,6767.1,0,0,102.7,6869.8,3,Stayed,No,0,75,5669,,,Yes
5387-ASZNZ,Female,72,No,Yes,No,No,0,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,55,Q3,No,0,66,Offer A,Yes,36.48,Yes,Yes,DSL,5,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,63.85,4174.35,0,0,2407.68,6582.03,3,Stayed,No,0,80,4657,,,No
2277-DJJDL,Male,69,No,Yes,Yes,No,0,United States,California,La Grange,95329,"37.666587, -120.411517",37.666587,-120.411517,"1,749",Q3,Yes,5,60,Offer B,Yes,10.4,Yes,Yes,Fiber Optic,5,No,No,No,Yes,Yes,Yes,No,No,Two Year,Yes,Bank Withdrawal,99,6017.9,0,150,624,6791.9,3,Stayed,No,0,40,4763,,,Yes
6963-EZQEE,Male,69,No,Yes,Yes,No,0,United States,California,Midpines,95345,"37.581496, -119.972762",37.581496,-119.972762,433,Q3,Yes,4,70,,Yes,40.94,Yes,Yes,DSL,8,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,88.55,6306.5,0,0,2865.8,9172.3,3,Stayed,No,0,37,4097,,,Yes
2452-KDRRH,Male,76,No,Yes,No,No,0,United States,California,Mi Wuk Village,95346,"38.121601, -120.133915",38.121601,-120.133915,"1,278",Q3,No,0,67,,Yes,38.85,Yes,Yes,Fiber Optic,19,No,No,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,101.4,6841.05,0,0,2602.95,9444,4,Stayed,No,0,28,5269,,,No
5248-RPYWW,Female,78,No,Yes,Yes,Yes,1,United States,California,Turlock,95382,"37.529656, -120.854357",37.529656,-120.854357,"24,708",Q3,Yes,2,72,,Yes,9.88,Yes,Yes,Cable,16,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,90.15,6716.45,0,0,711.36,7427.81,3,Stayed,No,0,49,4606,,,Yes
7923-IYJWY,Male,68,No,Yes,No,No,0,United States,California,Twain Harte,95383,"38.107441, -120.230625",38.107441,-120.230625,"4,848",Q3,No,0,67,,Yes,44.56,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Two Year,Yes,Credit Card,116.1,7839.85,0,40,2985.52,10865.37,3,Stayed,No,0,60,5896,,,No
1658-TJVOA,Female,65,No,Yes,No,No,0,United States,California,Cazadero,95421,"38.578807, -123.19338",38.578807,-123.19338,"1,575",Q3,No,0,6,,Yes,12.67,No,Yes,Fiber Optic,20,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.1,450.9,0,0,76.02,526.92,3,Stayed,No,0,79,4716,,,No
0674-DGMAQ,Male,78,No,Yes,Yes,No,0,United States,California,Elk,95432,"39.108252, -123.645121",39.108252,-123.645121,383,Q3,Yes,9,32,Offer C,Yes,43.54,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,93.5,2970.8,0,0,1393.28,4364.08,5,Stayed,No,0,77,5804,,,Yes
2761-XECQW,Male,67,No,Yes,Yes,No,0,United States,California,Glenhaven,95443,"39.045246, -122.743181",39.045246,-122.743181,175,Q3,Yes,1,8,,No,0,No,Yes,Cable,27,No,Yes,Yes,No,No,Yes,No,Yes,Two Year,Yes,Credit Card,43.35,371.4,0,0,0,371.4,3,Stayed,No,0,68,2560,,,Yes
8059-UDZFY,Female,73,No,Yes,No,Yes,2,United States,California,Lucerne,95458,"39.141934, -122.770679",39.141934,-122.770679,"3,002",Q3,No,0,33,Offer C,Yes,12.75,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,105.35,3465.05,0,0,420.75,3885.8,5,Stayed,No,0,58,4738,,,No
7740-BTPUX,Male,72,No,Yes,Yes,No,0,United States,California,Manchester,95459,"38.966713, -123.586412",38.966713,-123.586412,586,Q3,Yes,7,55,Offer B,Yes,12.91,Yes,Yes,Fiber Optic,21,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,113.6,6292.7,0,0,710.05,7002.75,5,Stayed,No,0,56,5754,,,Yes
8648-PFRMP,Female,71,No,Yes,No,No,0,United States,California,Ferndale,95536,"40.4785, -124.301372",40.4785,-124.301372,"2,965",Q3,No,0,14,,No,0,No,Yes,Cable,5,No,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,46.35,672.7,0,0,0,672.7,4,Stayed,No,0,44,2056,,,No
8996-ZROXE,Male,78,No,Yes,No,No,0,United States,California,Miranda,95553,"40.210895, -123.86",40.210895,-123.86,867,Q3,No,0,57,Offer B,Yes,28.44,No,Yes,DSL,24,No,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,53.5,3035.8,0,0,1621.08,4656.88,4,Stayed,No,0,58,5521,,,No
2207-QPJED,Female,66,No,Yes,Yes,No,0,United States,California,Somes Bar,95568,"41.444606, -123.471895",41.444606,-123.471895,202,Q3,Yes,8,37,,Yes,15.6,No,Yes,Fiber Optic,19,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,90,3371.75,0,0,577.2,3948.95,4,Stayed,No,0,62,4048,,,Yes
0516-QREYC,Female,78,No,Yes,No,No,0,United States,California,Capay,95607,"38.681651, -122.130569",38.681651,-122.130569,262,Q3,No,0,24,,Yes,18.39,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.3,459.95,0,0,441.36,901.31,5,Stayed,No,0,71,3740,,,No
3865-QBWSJ,Male,76,No,Yes,No,Yes,2,United States,California,Courtland,95615,"38.311609, -121.554034",38.311609,-121.554034,699,Q3,No,0,38,,Yes,45.13,Yes,Yes,Fiber Optic,27,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,80.45,3162.65,0,0,1714.94,4877.59,3,Stayed,No,0,41,2926,,,No
5857-TYBCJ,Male,72,No,Yes,Yes,No,0,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,"18,529",Q3,Yes,6,44,Offer B,Yes,14.65,Yes,Yes,Fiber Optic,30,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,89.2,4040.2,0,0,644.6,4684.8,4,Stayed,No,0,36,2925,,,Yes
4176-RELJR,Male,73,No,Yes,No,No,0,United States,California,Elmira,95625,"38.349195, -121.902943",38.349195,-121.902943,171,Q3,No,0,67,,Yes,14.69,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.1,1672.15,0,0,984.23,2656.38,3,Stayed,No,0,26,6388,,,No
7924-GJZFI,Female,75,No,Yes,Yes,No,0,United States,California,Jackson,95642,"38.336216, -120.76901",38.336216,-120.76901,"6,202",Q3,Yes,7,25,,Yes,38.59,No,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,69.3,1813.1,0,0,964.75,2777.85,4,Stayed,No,0,50,4442,,,Yes
5897-ZYEKH,Female,74,No,Yes,Yes,No,0,United States,California,Lincoln,95648,"38.922812, -121.312005",38.922812,-121.312005,"15,286",Q3,Yes,3,67,,Yes,11.91,Yes,Yes,Fiber Optic,10,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.6,7112.15,0,0,797.97,7910.12,3,Stayed,No,0,45,5768,,,Yes
5456-ITGIC,Male,76,No,Yes,Yes,No,0,United States,California,Loomis,95650,"38.809175, -121.171375",38.809175,-121.171375,"11,191",Q3,Yes,9,72,,No,0,No,Yes,DSL,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,64.45,4641.1,0,0,0,4641.1,5,Stayed,No,0,68,5295,,,Yes
8070-AAWZP,Male,68,No,Yes,Yes,No,0,United States,California,Sheridan,95681,"38.984756, -121.345074",38.984756,-121.345074,"1,219",Q3,Yes,3,24,,No,0,No,Yes,Cable,28,No,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,34.25,828.2,0,0,0,828.2,4,Stayed,No,0,63,2525,,,Yes
6860-YRJZP,Male,66,No,Yes,No,No,0,United States,California,Sacramento,95820,"38.53508, -121.444144",38.53508,-121.444144,"37,031",Q3,No,0,9,Offer E,Yes,39.77,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.05,678.45,0,0,357.93,1036.38,5,Stayed,No,0,51,2003,,,No
9391-DXGGG,Female,70,No,Yes,No,No,0,United States,California,Sacramento,95832,"38.445939, -121.496855",38.445939,-121.496855,"9,063",Q3,No,0,44,Offer B,Yes,35.39,No,Yes,Fiber Optic,19,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,89.15,3990.75,0,0,1557.16,5547.91,4,Stayed,No,0,27,4368,,,No
9844-FELAJ,Female,65,No,Yes,Yes,Yes,2,United States,California,Sacramento,95833,"38.619049, -121.517552",38.619049,-121.517552,"31,422",Q3,Yes,2,70,,Yes,9.4,Yes,Yes,Fiber Optic,17,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,107.9,7475.85,0,20,658,8153.85,3,Stayed,No,0,53,5899,,,Yes
8395-ETZKQ,Male,73,No,Yes,Yes,Yes,1,United States,California,Sacramento,95841,"38.660442, -121.346321",38.660442,-121.346321,"20,993",Q3,Yes,8,68,,Yes,35.14,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.5,1193.55,0,0,2389.52,3583.07,3,Stayed,No,0,51,5443,,,Yes
8336-TAVKX,Female,68,No,Yes,Yes,No,0,United States,California,Berry Creek,95916,"39.657228, -121.37778",39.657228,-121.37778,"1,279",Q3,Yes,10,72,,Yes,15.82,Yes,Yes,DSL,13,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,78.45,5682.25,0,0,1139.04,6821.29,3,Stayed,No,0,71,4032,,,Yes
0581-BXBUB,Female,76,No,Yes,No,No,0,United States,California,Penn Valley,95946,"39.203817, -121.19584",39.203817,-121.19584,"9,752",Q3,No,0,4,,Yes,35.67,No,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,72.75,317.75,0,0,142.68,460.43,4,Stayed,No,0,50,4503,,,No
5150-ITWWB,Male,65,No,Yes,No,No,0,United States,California,Hamilton City,95951,"39.732767, -122.042298",39.732767,-122.042298,"1,931",Q3,No,0,3,Offer E,Yes,37.78,Yes,Yes,Fiber Optic,28,No,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,94.85,335.75,0,0,113.34,449.09,4,Joined,No,0,40,4496,,,No
9281-OFDMF,Male,76,No,Yes,No,No,0,United States,California,Meadow Valley,95956,"39.937017, -121.058043",39.937017,-121.058043,301,Q3,No,0,39,,Yes,20.06,Yes,Yes,Fiber Optic,3,No,Yes,No,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,90.7,3413.25,0,0,782.34,4195.59,4,Stayed,No,0,39,5028,,,No
7636-OWBPG,Male,79,No,Yes,No,No,0,United States,California,Redding,96001,"40.587919, -122.464732",40.587919,-122.464732,"31,586",Q3,No,0,12,,No,0,No,Yes,DSL,4,No,Yes,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,29.35,381.2,38.98,0,0,342.22,3,Stayed,No,0,27,3606,,,No
0549-CYCQN,Male,69,No,Yes,No,No,0,United States,California,Flournoy,96029,"39.84784, -122.544556",39.84784,-122.544556,84,Q3,No,0,51,,Yes,24.92,Yes,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,79.6,3974.7,16.73,0,1270.92,5228.89,5,Stayed,No,0,59,4673,,,No
0928-JMXNP,Male,78,No,Yes,Yes,No,0,United States,California,Los Molinos,96055,"40.059385, -122.091481",40.059385,-122.091481,"3,756",Q3,Yes,3,4,Offer E,No,0,No,Yes,DSL,5,No,No,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,29.9,118.25,0,0,0,118.25,4,Stayed,No,0,46,2914,,,Yes
3629-ZNKXA,Male,77,No,Yes,No,No,0,United States,California,Seiad Valley,96086,"41.924174, -123.260788",41.924174,-123.260788,332,Q3,No,0,17,,Yes,17.26,No,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,Yes,No,No,Two Year,Yes,Bank Withdrawal,101.8,1752.45,27.15,90,293.42,2108.72,4,Stayed,No,0,53,3296,,,No
4827-LTQRJ,Female,70,No,Yes,Yes,Yes,2,United States,California,Shasta,96087,"40.617614, -122.512861",40.617614,-122.512861,528,Q3,Yes,1,66,,Yes,44.38,Yes,Yes,Fiber Optic,28,Yes,Yes,No,Yes,Yes,Yes,No,Yes,One Year,Yes,Credit Card,110.6,7210.85,0,0,2929.08,10139.93,4,Stayed,No,0,67,5418,,,Yes
0136-IFMYD,Male,71,No,Yes,Yes,No,0,United States,California,Los Angeles,90001,"33.973616, -118.24902",33.973616,-118.24902,"54,492",Q3,Yes,1,69,,Yes,18.41,Yes,Yes,Fiber Optic,17,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,109.95,7634.25,0,0,1270.29,8904.54,5,Stayed,No,0,63,4297,,,Yes
5144-TVGLP,Male,68,No,Yes,No,No,0,United States,California,Los Angeles,90002,"33.949255, -118.246978",33.949255,-118.246978,"44,586",Q3,No,0,38,,Yes,46.96,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,94.75,3653,45.82,0,1784.48,5391.66,3,Stayed,No,0,71,3654,,,No
9659-ZTWSM,Male,71,No,Yes,Yes,No,0,United States,California,Los Angeles,90013,"34.044639, -118.240413",34.044639,-118.240413,"9,732",Q3,Yes,7,66,,Yes,7.86,Yes,Yes,Fiber Optic,26,No,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,107.35,7051.95,39.18,0,518.76,7531.53,4,Stayed,No,0,53,4138,,,Yes
2195-VVRJF,Male,74,No,Yes,Yes,No,0,United States,California,Los Angeles,90018,"34.028735, -118.317236",34.028735,-118.317236,"47,143",Q3,Yes,6,18,,Yes,5.73,No,Yes,DSL,13,Yes,No,No,No,No,Yes,No,Yes,Two Year,Yes,Credit Card,59.1,1011.05,31.05,0,103.14,1083.14,3,Stayed,No,0,30,2422,,,Yes
1125-SNVCK,Female,78,No,Yes,No,No,0,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,"9,805",Q3,No,0,49,,Yes,35.65,No,Yes,DSL,3,No,No,No,No,No,No,No,Yes,Two Year,No,Credit Card,43.8,2106.05,20.45,0,1746.85,3832.45,5,Stayed,No,0,68,5651,,,No
2545-EBUPK,Female,70,No,Yes,No,No,0,United States,California,Los Angeles,90045,"33.954017, -118.402447",33.954017,-118.402447,"39,334",Q3,No,0,2,Offer E,Yes,21.9,Yes,Yes,Fiber Optic,22,No,No,No,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,84.05,186.05,0,0,43.8,229.85,3,Joined,No,0,72,5039,,,No
2172-EJXVF,Female,65,No,Yes,No,No,0,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,"47,107",Q3,No,0,71,,Yes,25.61,Yes,Yes,Fiber Optic,23,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,105.9,7521.95,6.65,100,1818.31,9433.61,3,Stayed,No,0,60,5479,,,No
8659-HDIYE,Female,68,No,Yes,No,No,0,United States,California,Los Angeles,90067,"34.057496, -118.413959",34.057496,-118.413959,"2,527",Q3,No,0,64,,Yes,27.7,Yes,Yes,DSL,21,No,Yes,Yes,Yes,No,Yes,No,Yes,Two Year,No,Credit Card,74.65,4869.35,47.04,0,1772.8,6595.11,4,Stayed,No,0,58,5113,,,No
4680-KUTAJ,Female,73,No,Yes,No,No,0,United States,California,Beverly Hills,90212,"34.062095, -118.401508",34.062095,-118.401508,"11,355",Q3,No,0,11,,Yes,2.81,Yes,Yes,DSL,3,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,55.6,580.8,15.2,0,30.91,596.51,4,Stayed,No,0,80,5014,,,No
2883-ILGWO,Male,68,No,Yes,No,No,0,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,"29,825",Q3,No,0,57,,Yes,32.12,Yes,Yes,Fiber Optic,15,No,Yes,No,Yes,Yes,Yes,No,No,Two Year,Yes,Bank Withdrawal,104.9,5913.95,1.69,90,1830.84,7833.1,5,Stayed,No,0,75,5838,,,No
1167-OYZJF,Female,65,No,Yes,Yes,No,0,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,"11,509",Q3,Yes,7,67,,Yes,49.94,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.05,1263.05,43.66,0,3345.98,4565.37,5,Stayed,No,0,76,4934,,,Yes
4806-DXQCE,Female,77,No,Yes,Yes,No,0,United States,California,Santa Monica,90404,"34.026334, -118.474222",34.026334,-118.474222,"19,975",Q3,Yes,7,70,,Yes,35.39,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,113.65,7714.65,24.36,0,2477.3,10167.59,4,Stayed,No,0,46,6146,,,Yes
5996-NRVXR,Male,68,No,Yes,Yes,No,0,United States,California,Los Alamitos,90720,"33.79499, -118.065591",33.79499,-118.065591,"21,343",Q3,Yes,2,40,,Yes,15.15,No,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,98.15,4116.8,27.89,0,606,4694.91,3,Stayed,No,0,53,4332,,,Yes
0100-DUVFC,Male,66,No,Yes,Yes,No,0,United States,California,Wilmington,90744,"33.782068, -118.262263",33.782068,-118.262263,"53,323",Q3,Yes,3,70,,Yes,39.49,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,104.8,7308.95,6.11,0,2764.3,10067.14,5,Stayed,No,0,57,5291,,,Yes
5397-TUPSH,Male,76,No,Yes,Yes,No,0,United States,California,Carson,90745,"33.822295, -118.26411",33.822295,-118.26411,"55,486",Q3,Yes,6,65,,Yes,28.68,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,70.95,4555.2,7.43,0,1864.2,6411.97,3,Stayed,No,0,30,4871,,,Yes
6773-LQTVT,Female,67,No,Yes,Yes,Yes,1,United States,California,Long Beach,90803,"33.760458, -118.129725",33.760458,-118.129725,"31,352",Q3,Yes,8,29,,No,0,No,Yes,DSL,20,No,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,35.65,1025.15,25.07,0,0,1000.08,5,Stayed,No,0,46,4107,,,Yes
9402-ORRAH,Female,80,No,Yes,No,No,0,United States,California,La Canada Flintridge,91011,"34.234912, -118.153729",34.234912,-118.153729,"20,200",Q3,No,0,15,,Yes,39.57,No,Yes,Fiber Optic,16,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,91.5,1400.3,48.66,0,593.55,1945.19,3,Stayed,No,0,41,4173,,,No
4840-ORQXB,Female,67,No,Yes,No,No,0,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,"10,558",Q3,No,0,56,,Yes,27.64,Yes,Yes,Fiber Optic,7,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,104.75,5841.35,36.52,0,1547.84,7352.67,3,Stayed,No,0,35,5128,,,No
3982-DQLUS,Male,78,No,Yes,Yes,Yes,1,United States,California,Sunland,91040,"34.282704, -118.312929",34.282704,-118.312929,"18,752",Q3,Yes,10,65,,Yes,9.68,Yes,Yes,Fiber Optic,23,Yes,Yes,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,85.75,5688.45,38.09,0,629.2,6279.56,3,Stayed,No,0,21,4978,,,Yes
3756-VNWDH,Male,66,No,Yes,Yes,No,0,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,"16,812",Q3,Yes,6,65,,Yes,32.08,Yes,Yes,Fiber Optic,8,Yes,No,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,100.75,6674.65,0,0,2085.2,8759.85,3,Stayed,No,0,66,4368,,,Yes
2921-XWDJH,Female,76,No,Yes,Yes,No,0,United States,California,Glendale,91202,"34.167926, -118.267539",34.167926,-118.267539,"21,990",Q3,No,0,38,,Yes,3.42,No,Yes,Fiber Optic,15,Yes,No,No,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,83.45,3147.15,24.98,0,129.96,3252.13,3,Stayed,No,0,49,2768,,,Yes
9799-CAYJJ,Female,79,No,Yes,Yes,No,0,United States,California,West Hills,91307,"34.199787, -118.68493",34.199787,-118.68493,"23,637",Q3,Yes,1,2,Offer E,Yes,32.62,No,Yes,Fiber Optic,2,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,69.3,153.8,0,0,65.24,219.04,4,Joined,No,0,58,2901,,,Yes
6814-ZPWFQ,Male,67,No,Yes,No,No,0,United States,California,Santa Clarita,91350,"34.502432, -118.41459",34.502432,-118.41459,"40,077",Q3,No,0,51,,Yes,3.11,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25,1260.7,0,0,158.61,1419.31,4,Stayed,No,0,49,5896,,,No
5019-GQVCR,Male,74,No,Yes,No,No,0,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,"18,735",Q3,No,0,43,,Yes,8.81,Yes,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,84.85,3645.6,0,0,378.83,4024.43,4,Stayed,No,0,56,4556,,,No
2880-FPNAE,Male,69,No,Yes,Yes,No,0,United States,California,Van Nuys,91405,"34.202494, -118.448048",34.202494,-118.448048,"51,348",Q3,Yes,1,2,Offer E,Yes,7.29,No,Yes,Fiber Optic,14,No,No,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.2,140.1,0,0,14.58,154.68,4,Joined,No,0,32,3170,,,Yes
1568-BEKZM,Male,65,No,Yes,Yes,No,0,United States,California,Baldwin Park,91706,"34.098275, -117.967399",34.098275,-117.967399,"76,890",Q3,Yes,7,70,,Yes,12.07,Yes,Yes,DSL,17,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,90.05,6333.4,0,0,844.9,7178.3,3,Stayed,No,0,47,4666,,,Yes
2045-BMBTJ,Female,80,No,Yes,No,No,0,United States,California,South El Monte,91733,"34.04622, -118.053753",34.04622,-118.053753,"45,645",Q3,No,0,33,,No,0,No,Yes,DSL,16,Yes,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,59.45,1884.65,0,0,0,1884.65,4,Stayed,No,0,30,3116,,,No
6741-EGCBI,Male,69,No,Yes,No,No,0,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,"53,686",Q3,No,0,30,,Yes,4.04,Yes,Yes,Fiber Optic,14,Yes,No,No,No,No,Yes,No,Yes,Two Year,Yes,Credit Card,90.5,2595.85,0,0,121.2,2717.05,3,Stayed,No,0,53,5983,,,No
1730-ZMAME,Female,74,No,Yes,No,No,0,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,"54,254",Q3,No,0,32,,Yes,48.62,No,Yes,Fiber Optic,12,No,No,No,No,No,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,79.5,2665,0,0,1555.84,4220.84,4,Stayed,No,0,24,3041,,,No
5913-INRQV,Male,71,No,Yes,Yes,No,0,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,"48,827",Q3,Yes,7,34,,Yes,26.49,No,Yes,Fiber Optic,18,Yes,No,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,90.15,3128.8,0,0,900.66,4029.46,3,Stayed,No,0,38,3202,,,Yes
6185-TASNN,Male,71,No,Yes,No,No,0,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,"12,884",Q3,No,0,1,Offer E,Yes,11.51,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,46.3,46.3,0,0,11.51,57.81,4,Joined,No,0,65,2546,,,No
1925-LFCZZ,Male,71,No,Yes,No,No,0,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,905,Q3,No,0,55,,No,0,No,Yes,DSL,23,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,50.05,2743.45,0,0,0,2743.45,4,Stayed,No,0,70,4932,,,No
8707-RMEZH,Female,67,No,Yes,Yes,No,0,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,91,Q3,Yes,6,69,,Yes,34.55,No,Yes,Fiber Optic,19,Yes,Yes,No,No,No,Yes,No,Yes,One Year,No,Credit Card,87.3,6055.55,0,0,2383.95,8439.5,3,Stayed,No,0,69,4148,,,Yes
9373-WSLOY,Male,80,No,Yes,Yes,No,0,United States,California,Carlsbad,92008,"33.148116, -117.306043",33.148116,-117.306043,"35,582",Q3,Yes,1,33,,No,0,No,Yes,DSL,4,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,50,1750.85,0,0,0,1750.85,3,Stayed,No,0,65,5600,,,Yes
9819-FBNSV,Male,75,No,Yes,Yes,No,0,United States,California,El Cajon,92019,"32.785165, -116.862648",32.785165,-116.862648,"40,995",Q3,Yes,8,37,,Yes,23.54,No,Yes,Fiber Optic,7,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,72.25,2575.45,0,0,870.98,3446.43,3,Stayed,No,0,20,4121,,,Yes
9544-PYPSJ,Female,67,No,Yes,Yes,Yes,2,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,"55,277",Q3,Yes,1,62,,Yes,45.76,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,No,Yes,No,No,Two Year,Yes,Credit Card,96.1,6019.35,0,150,2837.12,9006.47,4,Stayed,No,0,37,5868,,,Yes
3878-AVSOQ,Female,68,No,Yes,No,No,0,United States,California,La Jolla,92037,"32.853743, -117.25034",32.853743,-117.25034,"42,617",Q3,No,0,1,,Yes,17.6,No,Yes,Fiber Optic,2,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,71.25,71.25,0,10,17.6,98.85,4,Joined,No,0,49,5033,,,No
3258-SYSWS,Male,75,No,Yes,No,No,0,United States,California,Lakeside,92040,"32.909873, -116.906774",32.909873,-116.906774,"42,277",Q3,No,0,72,,Yes,24.67,Yes,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,113.8,7845.8,0,0,1776.24,9622.04,3,Stayed,No,0,56,4598,,,No
0512-FLFDW,Female,74,No,Yes,Yes,No,0,United States,California,Palomar Mountain,92060,"33.309852, -116.823091",33.309852,-116.823091,234,Q3,Yes,3,60,,Yes,27.68,Yes,Yes,Fiber Optic,26,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Credit Card,100.5,6029,0,0,1660.8,7689.8,5,Stayed,No,0,34,6442,,,Yes
2107-FBPTK,Female,80,No,Yes,No,No,0,United States,California,Ramona,92065,"33.044541, -116.833922",33.044541,-116.833922,"33,104",Q3,No,0,30,,Yes,41.93,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,104.1,3121.1,0,0,1257.9,4379,4,Stayed,No,0,59,5655,,,No
1016-DJTSV,Male,66,No,Yes,No,No,0,United States,California,Santee,92071,"32.847336, -116.997605",32.847336,-116.997605,"53,510",Q3,No,0,8,Offer E,Yes,41.85,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,69.7,572.85,0,0,334.8,907.65,4,Stayed,No,0,20,5242,,,No
5699-BNCAS,Male,79,No,Yes,No,No,0,United States,California,Valley Center,92082,"33.25283, -116.986079",33.25283,-116.986079,"14,575",Q3,No,0,71,Offer A,Yes,4.75,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.65,1766.75,0,0,337.25,2104,3,Stayed,No,0,73,4788,,,No
2900-PHPLN,Female,73,No,Yes,Yes,No,0,United States,California,Vista,92083,"33.17494, -117.242761",33.17494,-117.242761,"62,036",Q3,Yes,2,70,Offer A,Yes,15.9,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.55,1462.05,0,0,1113,2575.05,3,Stayed,No,0,22,5209,,,Yes
4039-PIMHX,Male,74,No,Yes,Yes,No,0,United States,California,San Diego,92102,"32.716007, -117.117462",32.716007,-117.117462,"47,140",Q3,Yes,4,49,,Yes,1.67,No,Yes,DSL,15,No,Yes,No,No,No,No,No,Yes,Two Year,No,Credit Card,49.8,2398.4,0,0,81.83,2480.23,3,Stayed,No,0,37,4306,,,Yes
7826-VVKWT,Female,69,No,Yes,Yes,Yes,1,United States,California,San Diego,92114,"32.707892, -117.05512",32.707892,-117.05512,"66,838",Q3,Yes,9,24,,Yes,20.78,No,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,96.55,2263.45,0,0,498.72,2762.17,5,Stayed,No,0,73,4309,,,Yes
5288-AHOUP,Male,71,No,Yes,No,No,0,United States,California,Palm Desert,92260,"33.694501, -116.412711",33.694501,-116.412711,"29,340",Q3,No,0,11,,Yes,41.58,No,Yes,Fiber Optic,3,No,No,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,78.5,874.2,0,0,457.38,1331.58,3,Stayed,No,0,51,4333,,,No
7134-HBPBS,Female,65,No,Yes,No,No,0,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,"18,980",Q3,No,0,72,Offer A,Yes,26.87,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.1,7774.05,0,0,1934.64,9708.69,5,Stayed,No,0,71,4474,,,No
4415-WNGVR,Female,73,No,Yes,Yes,No,0,United States,California,Daggett,92327,"34.875144, -116.821698",34.875144,-116.821698,678,Q3,Yes,3,12,,Yes,37.15,No,Yes,DSL,13,Yes,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,79.2,943.85,0,20,445.8,1409.65,4,Stayed,No,0,42,3355,,,Yes
1309-XGFSN,Male,72,No,Yes,Yes,Yes,1,United States,California,Pinon Hills,92372,"34.459322, -117.629729",34.459322,-117.629729,"4,280",Q3,Yes,1,52,,Yes,7.04,Yes,Yes,DSL,22,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,80.85,4079.55,0,0,366.08,4445.63,3,Stayed,No,0,76,6090,,,Yes
0650-BWOZN,Female,71,No,Yes,No,No,0,United States,California,Aguanga,92536,"33.482243, -116.827173",33.482243,-116.827173,"2,433",Q3,No,0,18,,Yes,7.51,No,Yes,Fiber Optic,24,No,Yes,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,73.55,1359.45,0,0,135.18,1494.63,3,Stayed,No,0,66,5313,,,No
4304-XUMGI,Male,74,No,Yes,Yes,Yes,2,United States,California,Moreno Valley,92557,"33.970661, -117.255039",33.970661,-117.255039,"46,214",Q3,Yes,3,50,,Yes,32.9,Yes,Yes,DSL,18,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,75.15,3822.45,0,0,1645,5467.45,4,Stayed,No,0,34,6084,,,Yes
9481-IEBZY,Male,69,No,Yes,Yes,No,0,United States,California,Nuevo,92567,"33.82769, -117.102244",33.82769,-117.102244,"7,344",Q3,Yes,6,72,Offer A,Yes,30.3,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,112.9,8061.5,0,20,2181.6,10263.1,3,Stayed,No,0,29,5569,,,Yes
1080-BWSYE,Male,76,No,Yes,Yes,No,0,United States,California,Irvine,92618,"33.667145, -117.732135",33.667145,-117.732135,"6,301",Q3,No,0,64,,Yes,29.43,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.65,1740.8,0,0,1883.52,3624.32,5,Stayed,No,0,36,6469,,,Yes
3786-WOVKF,Female,69,No,Yes,Yes,No,0,United States,California,Anaheim,92807,"33.848733, -117.788357",33.848733,-117.788357,"36,301",Q3,Yes,8,72,Offer A,Yes,7.85,Yes,Yes,Fiber Optic,20,Yes,Yes,No,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,106.85,7677.4,0,100,565.2,8342.6,4,Stayed,No,0,58,4768,,,Yes
5816-SCGFC,Female,73,No,Yes,No,No,0,United States,California,Fullerton,92835,"33.902211, -117.914922",33.902211,-117.914922,"21,157",Q3,No,0,7,,Yes,11.01,No,Yes,Cable,18,No,Yes,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,51.3,419.35,0,0,77.07,496.42,4,Stayed,No,0,46,3660,,,No
9278-VZKCD,Female,67,No,Yes,Yes,No,0,United States,California,Norco,92860,"33.925833, -117.559639",33.925833,-117.559639,"22,443",Q3,Yes,1,52,,Yes,4.11,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,109.1,5647.95,0,0,213.72,5861.67,5,Stayed,No,0,49,4428,,,Yes
8261-GWDBQ,Female,70,No,Yes,Yes,No,0,United States,California,Corona,92880,"33.918043, -117.617809",33.918043,-117.617809,"16,998",Q3,Yes,1,60,,Yes,4.06,Yes,Yes,Fiber Optic,11,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,116.05,6925.9,0,0,243.6,7169.5,3,Stayed,No,0,77,4734,,,Yes
6173-GOLSU,Male,79,No,Yes,Yes,No,0,United States,California,Oak View,93022,"34.404544, -119.302118",34.404544,-119.302118,"6,503",Q3,Yes,4,67,Offer A,Yes,7.2,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,94.65,6079,0,0,482.4,6561.4,4,Stayed,No,0,47,4228,,,Yes
8720-RQSBJ,Male,69,No,Yes,No,No,0,United States,California,Armona,93202,"36.315979, -119.710852",36.315979,-119.710852,"2,872",Q3,No,0,1,Offer E,Yes,28.67,No,Yes,DSL,4,No,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,44,44,0,0,28.67,72.67,4,Joined,No,0,46,4320,,,No
7225-CBZPL,Male,79,No,Yes,Yes,No,0,United States,California,Earlimart,93219,"35.858054, -119.305858",35.858054,-119.305858,"9,318",Q3,Yes,7,17,,Yes,46.44,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,94.8,1563.9,0,0,789.48,2353.38,3,Stayed,No,0,49,4831,,,Yes
3692-JHONH,Female,70,No,Yes,Yes,No,0,United States,California,Kettleman City,93239,"35.996923, -120.000951",35.996923,-120.000951,"1,809",Q3,Yes,9,52,,Yes,27.74,Yes,Yes,Fiber Optic,18,No,Yes,Yes,No,Yes,Yes,No,No,One Year,Yes,Bank Withdrawal,106.5,5621.85,0,90,1442.48,7154.33,5,Stayed,No,0,57,4499,,,Yes
1200-TUZHR,Female,70,No,Yes,No,No,0,United States,California,Posey,93260,"35.861928, -118.636698",35.861928,-118.636698,266,Q3,No,0,8,Offer E,Yes,44.63,Yes,Yes,Fiber Optic,29,No,No,No,No,No,Yes,No,Yes,Two Year,No,Bank Withdrawal,85.2,695.75,0,0,357.04,1052.79,4,Stayed,No,0,53,2565,,,No
7130-CTCUS,Male,79,No,Yes,Yes,No,0,United States,California,Springville,93265,"36.245926, -118.693138",36.245926,-118.693138,"3,546",Q3,Yes,5,16,,Yes,35.53,No,Yes,DSL,23,Yes,Yes,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,54.55,825.1,0,0,568.48,1393.58,3,Stayed,No,0,34,3324,,,Yes
0420-HLGXF,Female,72,No,Yes,No,No,0,United States,California,Visalia,93291,"36.391777, -119.372842",36.391777,-119.372842,"36,718",Q3,No,0,39,,Yes,10.03,Yes,Yes,Fiber Optic,13,No,No,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,99.75,4036,0,0,391.17,4427.17,3,Stayed,No,0,58,3860,,,No
3657-COGMW,Female,76,No,Yes,No,No,0,United States,California,San Luis Obispo,93405,"35.236549, -120.727344",35.236549,-120.727344,"31,982",Q3,No,0,52,,Yes,11.01,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,No,Credit Card,108.1,5839.3,0,0,572.52,6411.82,4,Stayed,No,0,69,4251,,,No
4334-HOWRP,Male,70,No,Yes,Yes,No,0,United States,California,Cambria,93428,"35.591387, -121.032256",35.591387,-121.032256,"6,526",Q3,Yes,1,72,Offer A,No,0,No,Yes,DSL,7,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Two Year,Yes,Credit Card,64.95,4546,0,30,0,4576,3,Stayed,No,0,78,4049,,,Yes
4098-NAUKP,Male,70,No,Yes,Yes,Yes,1,United States,California,Oceano,93445,"35.059695, -120.604741",35.059695,-120.604741,"7,435",Q3,Yes,1,68,Offer A,Yes,20.31,Yes,Yes,Fiber Optic,13,No,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,84.65,5683.6,0,0,1381.08,7064.68,3,Stayed,No,0,72,6404,,,Yes
3308-JSGML,Male,77,No,Yes,Yes,No,0,United States,California,Shandon,93461,"35.634488, -120.293534",35.634488,-120.293534,"1,255",Q3,Yes,3,59,,No,0,No,Yes,Cable,6,Yes,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,64.05,3886.85,0,0,0,3886.85,3,Stayed,No,0,49,6306,,,Yes
6199-IWKGC,Female,71,No,Yes,Yes,No,0,United States,California,Benton,93512,"37.653947, -118.231443",37.653947,-118.231443,340,Q3,Yes,5,46,,Yes,21.46,Yes,Yes,Fiber Optic,15,No,No,No,Yes,Yes,Yes,No,Yes,One Year,No,Bank Withdrawal,100.25,4753.85,0,0,987.16,5741.01,5,Stayed,No,0,59,5453,,,Yes
2675-DHUTR,Male,80,No,Yes,Yes,No,0,United States,California,Big Pine,93513,"37.245505, -118.062943",37.245505,-118.062943,"1,826",Q3,Yes,8,58,,Yes,31.11,Yes,Yes,Fiber Optic,4,No,Yes,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,98.9,5780.7,0,0,1804.38,7585.08,3,Stayed,No,0,21,4993,,,Yes
7446-YPODE,Male,75,No,Yes,No,No,0,United States,California,Bridgeport,93517,"38.184583, -119.286558",38.184583,-119.286558,826,Q3,No,0,11,,Yes,48.33,Yes,Yes,DSL,17,Yes,Yes,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,60.25,662.95,0,120,531.63,1314.58,3,Stayed,No,0,23,5296,,,No
9522-BNTHX,Female,72,No,Yes,No,No,0,United States,California,Caliente,93518,"35.358953, -118.527064",35.358953,-118.527064,"1,022",Q3,No,0,34,,No,0,No,Yes,DSL,28,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,56.25,1765.95,0,0,0,1765.95,3,Stayed,No,0,32,5597,,,No
0531-ZZJWQ,Male,68,No,Yes,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,6,55,,Yes,42.9,Yes,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74,4052.4,0,0,2359.5,6411.9,5,Stayed,No,0,54,4958,,,Yes
2688-BHGOG,Male,73,No,Yes,No,No,0,United States,California,Olancha,93549,"36.296851, -117.865469",36.296851,-117.865469,318,Q3,No,0,9,Offer E,Yes,24.85,No,Yes,Fiber Optic,15,No,No,No,No,No,Yes,No,No,Two Year,Yes,Bank Withdrawal,79.55,718.55,0,10,223.65,952.2,5,Stayed,No,0,76,5811,,,No
0916-QOFDP,Female,79,No,Yes,Yes,Yes,1,United States,California,Randsburg,93554,"35.405722, -117.773354",35.405722,-117.773354,117,Q3,Yes,5,14,,Yes,14.39,Yes,Yes,Fiber Optic,30,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,95.8,1346.3,0,0,201.46,1547.76,3,Stayed,No,0,29,3471,,,Yes
8910-LEDAG,Male,72,No,Yes,Yes,No,0,United States,California,Prather,93651,"37.007238, -119.505661",37.007238,-119.505661,"1,314",Q3,Yes,2,34,,Yes,12.98,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Two Year,No,Credit Card,71.55,2427.35,0,0,441.32,2868.67,3,Stayed,No,0,72,3583,,,Yes
3452-GWUIN,Female,78,No,Yes,Yes,No,0,United States,California,Raisin City,93652,"36.594542, -119.905245",36.594542,-119.905245,265,Q3,Yes,10,19,,Yes,19.57,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,94.95,1760.25,0,0,371.83,2132.08,5,Stayed,No,0,40,5316,,,Yes
7278-CKDNC,Male,76,No,Yes,No,No,0,United States,California,Fresno,93701,"36.749403, -119.787574",36.749403,-119.787574,"13,858",Q3,No,0,24,,Yes,46.13,Yes,Yes,Fiber Optic,23,No,Yes,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,80.5,2088.45,0,0,1107.12,3195.57,4,Stayed,No,0,40,4422,,,No
8450-UYIBU,Female,77,No,Yes,No,No,0,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,"31,180",Q3,No,0,35,,No,0,No,Yes,Cable,26,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,39.85,1434.6,0,0,0,1434.6,4,Stayed,No,0,60,2030,,,No
3836-FZSDJ,Male,69,No,Yes,Yes,No,0,United States,California,Fresno,93720,"36.878709, -119.7645",36.878709,-119.7645,"45,087",Q3,No,0,71,Offer A,Yes,22.19,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.85,1901,0,0,1575.49,3476.49,5,Stayed,No,0,53,4367,,,Yes
0187-QSXOE,Male,71,No,Yes,Yes,No,0,United States,California,Fresno,93725,"36.623632, -119.741322",36.623632,-119.741322,"21,010",Q3,Yes,8,7,,Yes,41.97,No,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,89,605.45,0,0,293.79,899.24,4,Stayed,No,0,36,5711,,,Yes
7733-UDMTP,Female,65,No,Yes,No,No,0,United States,California,Fresno,93726,"36.793601, -119.761131",36.793601,-119.761131,"39,148",Q3,No,0,57,Offer B,No,0,No,Yes,DSL,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,55,3094.05,0,0,0,3094.05,4,Stayed,No,0,76,4622,,,No
6904-JLBGY,Female,78,No,Yes,No,No,0,United States,California,Salinas,93905,"36.667794, -121.601306",36.667794,-121.601306,"58,548",Q3,No,0,72,Offer A,Yes,14.94,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,117.35,8436.25,0,0,1075.68,9511.93,4,Stayed,No,0,71,4008,,,No
6917-YACBP,Female,80,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,59,Offer B,Yes,25.57,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,89.75,5496.9,0,0,1508.63,7005.53,3,Stayed,No,0,70,5170,,,No
4223-WOZCM,Male,71,No,Yes,No,No,0,United States,California,Carmel,93923,"36.460611, -121.852507",36.460611,-121.852507,"13,121",Q3,No,0,2,Offer E,Yes,37.97,No,Yes,DSL,9,No,No,Yes,No,No,No,No,Yes,Two Year,No,Mailed Check,49.95,107.1,0,0,75.94,183.04,5,Joined,No,0,78,5251,,,No
5917-RYRMG,Male,79,No,Yes,No,No,0,United States,California,Jolon,93928,"35.930782, -121.189757",35.930782,-121.189757,254,Q3,No,0,32,,Yes,25.89,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,587.7,0,0,828.48,1416.18,4,Stayed,No,0,78,3836,,,No
8224-DWCKX,Male,78,No,Yes,No,No,0,United States,California,Burlingame,94010,"37.57028, -122.365778",37.57028,-122.365778,"40,346",Q3,No,0,12,,Yes,43.4,Yes,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,73.3,828.05,0,0,520.8,1348.85,4,Stayed,No,0,38,5159,,,No
1768-HNVGJ,Female,80,No,Yes,No,No,0,United States,California,Mountain View,94043,"37.419725, -122.062947",37.419725,-122.062947,"27,822",Q3,No,0,45,Offer B,Yes,18.46,Yes,Yes,Cable,3,Yes,No,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,70.05,3062.45,0,0,830.7,3893.15,3,Stayed,No,0,43,4223,,,No
4395-PZMSN,Male,67,No,Yes,No,No,0,United States,California,San Gregorio,94074,"37.331762, -122.341444",37.331762,-122.341444,291,Q3,No,0,5,Offer E,Yes,18.38,No,Yes,Fiber Optic,15,No,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,85.55,408.5,0,0,91.9,500.4,4,Stayed,No,0,48,2850,,,No
5446-DKWYW,Female,74,No,Yes,Yes,Yes,1,United States,California,San Francisco,94103,"37.773147, -122.411287",37.773147,-122.411287,"23,036",Q3,Yes,9,61,Offer B,Yes,39.31,Yes,Yes,DSL,10,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,65.2,3965.05,0,0,2397.91,6362.96,4,Stayed,No,0,30,6238,,,Yes
8107-KNCIM,Male,73,No,Yes,Yes,No,0,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,"3,337",Q3,Yes,8,14,,Yes,45.46,Yes,Yes,Fiber Optic,4,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,75.1,1013.35,0,0,636.44,1649.79,4,Stayed,No,0,66,3771,,,Yes
5451-YHYPW,Female,75,No,Yes,Yes,No,0,United States,California,San Francisco,94129,"37.797526, -122.464531",37.797526,-122.464531,"2,240",Q3,Yes,2,72,Offer A,Yes,44.89,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Two Year,Yes,Credit Card,115.75,8443.7,0,120,3232.08,11795.78,3,Stayed,No,0,50,6205,,,Yes
7629-WFGLW,Female,80,No,Yes,Yes,No,0,United States,California,Palo Alto,94301,"37.444314, -122.149996",37.444314,-122.149996,"16,198",Q3,Yes,10,56,Offer B,Yes,11.55,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,95.65,5471.75,21.71,0,646.8,6096.84,3,Stayed,No,0,20,6335,,,Yes
8818-DOPVL,Female,65,No,Yes,No,No,0,United States,California,El Cerrito,94530,"37.924838, -122.289145",37.924838,-122.289145,"23,141",Q3,No,0,46,Offer B,Yes,41.17,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.45,4863.85,36.78,0,1893.82,6720.89,3,Stayed,No,0,76,4103,,,No
7044-YAACC,Male,70,No,Yes,Yes,No,0,United States,California,Napa,94559,"38.232389, -122.324944",38.232389,-122.324944,"26,894",Q3,Yes,5,4,,Yes,6.03,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,70.2,280.35,30.75,0,24.12,273.72,5,Stayed,No,0,53,4444,,,Yes
8189-XRIKE,Female,80,No,Yes,No,No,0,United States,California,Newark,94560,"37.504133, -122.032347",37.504133,-122.032347,"42,491",Q3,No,0,32,Offer C,Yes,31.57,No,Yes,Fiber Optic,4,No,No,No,No,Yes,Yes,No,Yes,Two Year,No,Bank Withdrawal,90.95,2897.95,25.55,0,1010.24,3882.64,4,Stayed,No,0,52,5936,,,No
3740-RLMVT,Male,79,No,Yes,Yes,No,0,United States,California,Saint Helena,94574,"38.581354, -122.296283",38.581354,-122.296283,"9,423",Q3,Yes,7,67,Offer A,Yes,42.07,No,Yes,Cable,12,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,60.95,4119.4,17.19,0,2818.69,6920.9,3,Stayed,No,0,41,5792,,,Yes
2186-QZEYA,Female,68,No,Yes,No,No,0,United States,California,San Leandro,94579,"37.687264, -122.15728",37.687264,-122.15728,"19,815",Q3,No,0,29,Offer C,Yes,8.88,Yes,Yes,DSL,22,Yes,Yes,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,58.55,1718.95,33.1,0,257.52,1943.37,3,Stayed,No,0,30,2044,,,No
5599-HVLTW,Female,73,No,Yes,No,No,0,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,"21,097",Q3,No,0,14,,Yes,7.34,Yes,Yes,Fiber Optic,3,No,No,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,80.35,1058.1,32.71,0,102.76,1128.15,4,Stayed,No,0,39,3276,,,No
9208-OLGAQ,Female,70,No,Yes,No,No,0,United States,California,Berkeley,94709,"37.878554, -122.26609",37.878554,-122.26609,"10,147",Q3,No,0,18,,Yes,25.7,No,Yes,Fiber Optic,23,No,No,Yes,No,No,Yes,No,No,Two Year,Yes,Bank Withdrawal,84.95,1443.65,4.76,70,462.6,1971.49,4,Stayed,No,0,74,3878,,,No
3244-CQPHU,Female,77,No,Yes,No,No,0,United States,California,Berkeley,94710,"37.872902, -122.303708",37.872902,-122.303708,"8,157",Q3,No,0,72,Offer A,Yes,14.12,Yes,Yes,Fiber Optic,23,Yes,Yes,No,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,110.1,7746.7,44.81,0,1016.64,8718.53,4,Stayed,No,0,57,5232,,,No
2674-MLXMN,Female,73,No,Yes,No,No,0,United States,California,Richmond,94801,"37.945288, -122.383941",37.945288,-122.383941,"28,450",Q3,No,0,71,Offer A,Yes,34.36,Yes,Yes,Fiber Optic,13,No,Yes,No,No,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,99.65,6951.15,3.33,0,2439.56,9387.38,4,Stayed,No,0,77,4241,,,No
9708-HPXWZ,Male,74,No,Yes,No,No,0,United States,California,El Sobrante,94803,"37.963995, -122.288296",37.963995,-122.288296,"25,399",Q3,No,0,5,,No,0,No,Yes,DSL,4,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,45.4,214.75,0,0,0,214.75,5,Stayed,No,0,68,2599,,,No
5792-JALQC,Female,78,No,Yes,No,No,0,United States,California,San Rafael,94901,"37.972662, -122.491452",37.972662,-122.491452,"40,239",Q3,No,0,52,Offer B,Yes,34,Yes,Yes,DSL,3,Yes,No,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,59.85,3103.25,19.16,0,1768,4852.09,3,Stayed,No,0,71,5085,,,No
2675-OTVVJ,Male,76,No,Yes,Yes,No,0,United States,California,Novato,94945,"38.135897, -122.563683",38.135897,-122.563683,"16,429",Q3,Yes,5,31,Offer C,Yes,46.06,Yes,Yes,Fiber Optic,18,Yes,No,No,No,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,89.45,2807.65,31.58,0,1427.86,4203.93,4,Stayed,No,0,68,5597,,,Yes
0537-QYZZN,Male,66,No,Yes,Yes,Yes,2,United States,California,Petaluma,94952,"38.237018, -122.77872",38.237018,-122.77872,"31,930",Q3,Yes,6,24,Offer C,Yes,4.06,Yes,Yes,Fiber Optic,28,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,79.85,1857.75,0,0,97.44,1955.19,3,Stayed,No,0,36,3412,,,Yes
3340-QBBFM,Male,65,No,Yes,Yes,No,0,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,"35,419",Q3,Yes,9,36,Offer C,Yes,47.16,No,Yes,DSL,28,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,54.1,1992.85,1.09,0,1697.76,3689.52,3,Stayed,No,0,48,4017,,,Yes
2277-VWCNI,Female,65,No,Yes,No,No,0,United States,California,Brookdale,95007,"37.106902, -122.100006",37.106902,-122.100006,"1,007",Q3,No,0,4,,Yes,31.13,Yes,Yes,DSL,15,No,No,No,No,No,No,No,Yes,Two Year,No,Mailed Check,48.75,179.85,0,0,124.52,304.37,3,Stayed,No,0,25,3048,,,No
7576-JMYWV,Female,76,No,Yes,Yes,Yes,1,United States,California,San Martin,95046,"37.084697, -121.606417",37.084697,-121.606417,"5,671",Q3,Yes,7,46,Offer B,Yes,20.42,Yes,Yes,Fiber Optic,16,Yes,Yes,No,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,110.2,4972.1,0,0,939.32,5911.42,3,Stayed,No,0,55,4162,,,Yes
5227-JSCFE,Male,74,No,Yes,Yes,No,0,United States,California,Scotts Valley,95066,"37.070177, -122.010077",37.070177,-122.010077,"14,574",Q3,Yes,9,71,Offer A,No,0,No,Yes,DSL,19,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,46.35,3353.4,18.64,0,0,3334.76,4,Stayed,No,0,28,5421,,,Yes
1608-GMEWB,Male,76,No,Yes,No,No,0,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,"23,789",Q3,No,0,45,Offer B,Yes,15.65,Yes,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,93.9,4200.25,0,0,704.25,4904.5,4,Stayed,No,0,58,3960,,,No
2665-NPTGL,Female,79,No,Yes,Yes,No,0,United States,California,Sheep Ranch,95250,"38.244806, -120.417301",38.244806,-120.417301,88,Q3,Yes,8,26,Offer C,Yes,18.66,Yes,Yes,Fiber Optic,11,No,No,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,98.1,2510.7,44.17,0,485.16,2951.69,4,Stayed,No,0,38,3114,,,Yes
0442-ZXKVS,Female,79,No,Yes,Yes,No,0,United States,California,Denair,95316,"37.524721, -120.757977",37.524721,-120.757977,"5,513",Q3,Yes,2,54,Offer B,Yes,43.71,Yes,Yes,Fiber Optic,12,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,115.6,6431.05,0,0,2360.34,8791.39,3,Stayed,No,0,45,4337,,,Yes
0575-CUQOV,Male,76,No,Yes,Yes,No,0,United States,California,Hilmar,95324,"37.394536, -120.890747",37.394536,-120.890747,"7,177",Q3,Yes,10,60,Offer B,Yes,17.05,No,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,97.95,5867,0,0,1023,6890,4,Stayed,No,0,29,6150,,,Yes
5329-KRDTM,Male,73,No,Yes,Yes,No,0,United States,California,Long Barn,95335,"38.109125, -120.078597",38.109125,-120.078597,683,Q3,Yes,4,72,Offer A,Yes,33.68,Yes,Yes,DSL,10,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,77.35,5396.25,0,0,2424.96,7821.21,4,Stayed,No,0,29,6202,,,Yes
0707-HOVVN,Female,79,No,Yes,No,No,0,United States,California,Mi Wuk Village,95346,"38.121601, -120.133915",38.121601,-120.133915,"1,278",Q3,No,0,70,Offer A,Yes,47.27,Yes,Yes,Cable,3,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,75.5,5212.65,0,0,3308.9,8521.55,4,Stayed,No,0,62,6024,,,No
9518-XXBXE,Male,80,No,Yes,Yes,No,0,United States,California,Patterson,95363,"37.410236, -121.320337",37.410236,-121.320337,"15,536",Q3,Yes,7,10,,Yes,25.13,No,Yes,Fiber Optic,30,Yes,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,75.3,720.45,0,0,251.3,971.75,4,Stayed,No,0,41,4254,,,Yes
0423-UDIJQ,Male,74,No,Yes,No,No,0,United States,California,Snelling,95369,"37.521708, -120.426843",37.521708,-120.426843,"1,158",Q3,No,0,9,,Yes,7.11,No,Yes,DSL,12,No,No,No,Yes,No,No,No,Yes,Two Year,No,Mailed Check,49.2,447.9,0,0,63.99,511.89,4,Stayed,No,0,22,2145,,,No
9029-FEGVJ,Female,68,No,Yes,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,2,32,Offer C,Yes,2.17,Yes,Yes,Fiber Optic,11,No,No,Yes,No,No,No,No,Yes,Two Year,No,Mailed Check,79.3,2570,0,0,69.44,2639.44,3,Stayed,No,0,27,5242,,,Yes
8999-XXGNS,Female,70,No,Yes,Yes,No,0,United States,California,Healdsburg,95448,"38.618347, -122.908422",38.618347,-122.908422,"17,979",Q3,Yes,7,72,Offer A,Yes,18.15,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,105.75,7629.85,0,80,1306.8,9016.65,5,Stayed,No,0,53,5832,,,Yes
0471-ARVMX,Female,70,No,Yes,Yes,No,0,United States,California,Kelseyville,95451,"38.93496, -122.792243",38.93496,-122.792243,"9,902",Q3,Yes,8,62,Offer B,Yes,22.74,Yes,Yes,Fiber Optic,18,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.85,6312.9,0,0,1409.88,7722.78,3,Stayed,No,0,68,5061,,,Yes
7524-VRLPL,Male,71,No,Yes,No,No,0,United States,California,Manchester,95459,"38.966713, -123.586412",38.966713,-123.586412,586,Q3,No,0,69,Offer A,Yes,13.36,Yes,Yes,Cable,10,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,74.1,5031,0,0,921.84,5952.84,3,Stayed,No,0,34,4204,,,No
4884-TVUQF,Female,80,No,Yes,No,No,0,United States,California,Occidental,95465,"38.415003, -122.998726",38.415003,-122.998726,"1,880",Q3,No,0,57,Offer B,Yes,36.89,Yes,Yes,Fiber Optic,17,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,101.3,5779.6,0,0,2102.73,7882.33,4,Stayed,No,0,48,4421,,,No
8065-BVEPF,Male,80,No,Yes,No,No,0,United States,California,Yorkville,95494,"38.888351, -123.239647",38.888351,-123.239647,335,Q3,No,0,65,Offer B,Yes,18.23,No,Yes,Fiber Optic,3,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.1,6496.15,0,0,1184.95,7681.1,4,Stayed,No,0,52,4574,,,No
6350-XFYGW,Male,80,No,Yes,No,No,0,United States,California,Ferndale,95536,"40.4785, -124.301372",40.4785,-124.301372,"2,965",Q3,No,0,4,,Yes,19,No,Yes,Fiber Optic,17,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,94.75,422.4,0,0,76,498.4,4,Stayed,No,0,44,2757,,,No
8755-IWJHN,Male,73,No,Yes,Yes,No,0,United States,California,Honeydew,95545,"40.342928, -124.063329",40.342928,-124.063329,82,Q3,Yes,5,69,,Yes,49.91,Yes,Yes,Fiber Optic,13,No,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,95.35,6382,0,0,3443.79,9825.79,3,Stayed,No,0,21,6132,,,Yes
4480-QQRHC,Female,72,No,Yes,No,No,0,United States,California,Hydesville,95547,"40.557314, -124.081662",40.557314,-124.081662,"1,201",Q3,No,0,8,,Yes,2.18,No,Yes,Fiber Optic,13,No,No,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.05,600.15,0,0,17.44,617.59,3,Stayed,No,0,79,4899,,,No
0929-PECLO,Female,74,No,Yes,No,No,0,United States,California,Klamath,95548,"41.572813, -124.035011",41.572813,-124.035011,"1,215",Q3,No,0,63,Offer B,Yes,41.8,Yes,Yes,Fiber Optic,16,No,No,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,89.6,5538.8,0,0,2633.4,8172.2,4,Stayed,No,0,38,4438,,,No
9470-YFUYI,Male,69,No,Yes,Yes,No,0,United States,California,Redway,95560,"40.142256, -123.852927",40.142256,-123.852927,"1,851",Q3,Yes,10,71,,Yes,11.35,No,Yes,DSL,24,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,71,5012.1,0,0,805.85,5817.95,3,Stayed,No,0,55,5247,,,Yes
7402-EYFXX,Male,65,No,Yes,No,No,0,United States,California,Salyer,95563,"40.89866, -123.539754",40.89866,-123.539754,660,Q3,No,0,26,Offer C,Yes,25.04,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,93.6,2404.1,0,0,651.04,3055.14,5,Stayed,No,0,54,4030,,,No
1986-PHGZF,Male,73,No,Yes,No,No,0,United States,California,Greenwood,95635,"38.921333, -120.897718",38.921333,-120.897718,"1,140",Q3,No,0,18,Offer D,Yes,47.34,Yes,Yes,DSL,7,Yes,Yes,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,58.4,964.9,0,0,852.12,1817.02,4,Stayed,No,0,54,2812,,,No
8024-XNAFQ,Female,66,No,Yes,No,No,0,United States,California,Isleton,95641,"38.154823, -121.601358",38.154823,-121.601358,"2,010",Q3,No,0,72,,Yes,31.31,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,107.4,7748.75,0,0,2254.32,10003.07,4,Stayed,No,0,56,5294,,,No
2988-GBIVW,Female,68,No,Yes,Yes,No,0,United States,California,Knights Landing,95645,"38.875508, -121.765866",38.875508,-121.765866,"1,793",Q3,Yes,10,70,,Yes,38.5,Yes,Yes,Fiber Optic,25,Yes,No,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,90.85,6470.1,0,0,2695,9165.1,4,Stayed,No,0,64,5129,,,Yes
5956-YHHRX,Male,75,No,Yes,No,No,0,United States,California,Pilot Hill,95664,"38.803731, -121.043799",38.803731,-121.043799,"1,173",Q3,No,0,21,Offer D,Yes,24.91,Yes,Yes,Fiber Optic,17,No,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,104.35,2271.85,0,130,523.11,2924.96,5,Stayed,No,0,22,4934,,,No
6008-NAIXK,Male,72,No,Yes,No,No,0,United States,California,Pine Grove,95665,"38.400264, -120.641274",38.400264,-120.641274,"4,354",Q3,No,0,54,,No,0,No,Yes,DSL,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,55.45,2966.95,0,0,0,2966.95,3,Stayed,No,0,58,4521,,,No
4007-NHVHI,Female,69,No,Yes,No,No,0,United States,California,Rio Linda,95673,"38.688764, -121.457596",38.688764,-121.457596,"14,010",Q3,No,0,56,,Yes,46.67,Yes,Yes,Fiber Optic,18,Yes,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,96.85,5219.65,0,0,2613.52,7833.17,3,Stayed,No,0,57,5679,,,No
8979-CAMGB,Male,67,No,Yes,No,No,0,United States,California,Vacaville,95687,"38.333133, -121.920151",38.333133,-121.920151,"63,157",Q3,No,0,64,,Yes,10.07,Yes,Yes,Fiber Optic,26,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,102.1,6688.1,0,0,644.48,7332.58,5,Stayed,No,0,47,6100,,,No
7813-ZGGAW,Male,68,No,Yes,No,No,0,United States,California,Applegate,95703,"38.983388, -120.988814",38.983388,-120.988814,"1,526",Q3,No,0,31,Offer C,Yes,15.35,Yes,Yes,Fiber Optic,10,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,96.6,2877.95,0,0,475.85,3353.8,5,Stayed,No,0,40,3364,,,No
6583-KQJLK,Female,66,No,Yes,Yes,No,0,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,25,Q3,Yes,5,15,Offer D,Yes,37.84,No,Yes,Fiber Optic,19,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,94.65,1285.05,0,0,567.6,1852.65,3,Stayed,No,0,70,5868,,,Yes
6139-ZZRBQ,Male,79,No,Yes,No,No,0,United States,California,Granite Bay,95746,"38.749466, -121.184196",38.749466,-121.184196,"20,675",Q3,No,0,64,,Yes,4.99,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.05,1198.05,0,0,319.36,1517.41,4,Stayed,No,0,44,4309,,,No
7594-LZNWR,Male,67,No,Yes,No,No,0,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,"38,818",Q3,No,0,34,Offer C,Yes,13.56,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Two Year,No,Credit Card,69.15,2275.1,0,0,461.04,2736.14,3,Stayed,No,0,63,4478,,,No
3996-ZNWYK,Male,77,No,Yes,Yes,Yes,1,United States,California,Sacramento,95832,"38.445939, -121.496855",38.445939,-121.496855,"9,063",Q3,Yes,5,71,,Yes,32.12,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.8,1388.45,0,0,2280.52,3668.97,4,Stayed,No,0,69,5819,,,Yes
8760-ZRHKE,Female,80,No,Yes,Yes,Yes,1,United States,California,Berry Creek,95916,"39.657228, -121.37778",39.657228,-121.37778,"1,279",Q3,Yes,7,71,,Yes,48.59,Yes,Yes,DSL,15,Yes,Yes,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,69.2,4982.5,0,0,3449.89,8432.39,4,Stayed,No,0,65,5546,,,Yes
5216-WASFJ,Female,68,No,Yes,Yes,No,0,United States,California,Challenge,95925,"39.461768, -121.195825",39.461768,-121.195825,262,Q3,Yes,4,31,Offer C,Yes,5.3,Yes,Yes,Fiber Optic,3,No,No,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.85,2633.4,0,0,164.3,2797.7,3,Stayed,No,0,30,5603,,,Yes
4948-WBBKL,Female,80,No,Yes,No,No,0,United States,California,Dunnigan,95937,"38.931425, -121.946081",38.931425,-121.946081,19,Q3,No,0,36,Offer C,Yes,41.57,Yes,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.9,2659.45,0,0,1496.52,4155.97,3,Stayed,No,0,23,5041,,,No
8348-JLBUG,Male,77,No,Yes,Yes,No,0,United States,California,North San Juan,95960,"39.423046, -120.984472",39.423046,-120.984472,565,Q3,Yes,5,64,,Yes,14.87,No,Yes,Fiber Optic,16,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,80.3,5017.7,0,0,951.68,5969.38,3,Stayed,No,0,34,4270,,,Yes
3339-EAQNV,Male,75,No,Yes,Yes,No,0,United States,California,Palermo,95968,"39.435756, -121.552071",39.435756,-121.552071,"1,254",Q3,Yes,7,72,,Yes,11.23,Yes,Yes,Fiber Optic,20,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,97.25,7133.1,0,0,808.56,7941.66,5,Stayed,No,0,69,6156,,,Yes
5730-RIITO,Female,73,No,Yes,No,No,0,United States,California,Willows,95988,"39.493991, -122.286363",39.493991,-122.286363,"8,812",Q3,No,0,43,,No,0,No,Yes,DSL,18,Yes,Yes,No,No,No,No,No,No,Two Year,Yes,Credit Card,33.45,1500.25,0,40,0,1540.25,3,Stayed,No,0,79,4757,,,No
7515-LODFU,Male,67,No,Yes,No,No,0,United States,California,Burney,96013,"40.946785, -121.719489",40.946785,-121.719489,"4,552",Q3,No,0,69,,Yes,20.62,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.3,1356.3,0,0,1422.78,2779.08,3,Stayed,No,0,21,4042,,,No
8041-TMEID,Male,73,No,Yes,Yes,No,0,United States,California,Corning,96021,"39.913777, -122.289984",39.913777,-122.289984,"13,840",Q3,Yes,1,63,,Yes,37.12,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,108.5,6991.9,0,0,2338.56,9330.46,4,Stayed,No,0,49,6453,,,Yes
6941-KXRRV,Female,65,No,Yes,Yes,No,0,United States,California,Dorris,96023,"41.949216, -122.050062",41.949216,-122.050062,"1,162",Q3,Yes,10,48,,Yes,34.43,No,Yes,DSL,2,No,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,58.95,2789.7,0,0,1652.64,4442.34,3,Stayed,No,0,49,4815,,,Yes
4501-UYKBC,Female,65,No,Yes,No,No,0,United States,California,Igo,96047,"40.524535, -122.647172",40.524535,-122.647172,911,Q3,No,0,46,,Yes,16.04,Yes,Yes,DSL,26,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,69.1,3255.35,0,0,737.84,3993.19,3,Stayed,No,0,30,3856,,,No
5304-EFJLP,Male,72,No,Yes,Yes,No,0,United States,California,Los Molinos,96055,"40.059385, -122.091481",40.059385,-122.091481,"3,756",Q3,Yes,4,72,,Yes,16.92,Yes,Yes,Fiber Optic,19,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,111.65,8022.85,0,110,1218.24,9351.09,4,Stayed,No,0,36,4406,,,Yes
8875-AKBYH,Male,78,No,Yes,No,No,0,United States,California,Mineral,96063,"40.408796, -121.579609",40.408796,-121.579609,124,Q3,No,0,20,Offer D,Yes,25.51,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,No,No,No,Two Year,Yes,Bank Withdrawal,84.35,1745.2,0,10,510.2,2265.4,4,Stayed,No,0,70,4915,,,No
0533-UCAAU,Male,72,No,Yes,Yes,No,0,United States,California,Montgomery Creek,96065,"40.877552, -121.885884",40.877552,-121.885884,431,Q3,Yes,2,57,,Yes,48.16,Yes,Yes,DSL,10,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,71.1,4140.1,0,0,2745.12,6885.22,5,Stayed,No,0,40,5462,,,Yes
1394-SUIUH,Female,70,No,Yes,Yes,No,0,United States,California,Mount Shasta,96067,"41.33832, -122.290756",41.33832,-122.290756,"7,309",Q3,Yes,4,44,,Yes,44.44,No,Yes,Fiber Optic,6,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,85.15,3670.5,0,0,1955.36,5625.86,4,Stayed,No,0,45,2672,,,Yes
8565-WUXZU,Male,77,No,Yes,Yes,No,0,United States,California,Vina,96092,"39.955164, -122.018567",39.955164,-122.018567,439,Q3,Yes,7,72,,Yes,5.51,No,Yes,Fiber Optic,2,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,84.8,6141.65,0,0,396.72,6538.37,4,Stayed,No,0,54,4240,,,Yes
2055-BFOCC,Male,65,No,Yes,Yes,No,0,United States,California,Likely,96116,"41.266008, -120.490731",41.266008,-120.490731,277,Q3,Yes,1,63,,Yes,40.65,No,Yes,DSL,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,84,5329.55,0,0,2560.95,7890.5,3,Stayed,No,0,42,5688,,,Yes
4584-LBNMK,Male,79,No,Yes,Yes,No,0,United States,California,Portola,96122,"39.786755, -120.445626",39.786755,-120.445626,"4,236",Q3,Yes,5,45,,Yes,44.91,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.7,1174.35,0,0,2020.95,3195.3,4,Stayed,No,0,61,5644,,,Yes
3898-GUYTS,Female,71,No,Yes,No,No,0,United States,California,Ravendale,96123,"40.845738, -120.322219",40.845738,-120.322219,61,Q3,No,0,45,,Yes,12.67,Yes,Yes,Fiber Optic,4,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,97.05,4385.05,0,0,570.15,4955.2,3,Stayed,No,0,34,4735,,,No
3703-KBKZP,Male,70,No,Yes,No,No,0,United States,California,Standish,96128,"40.346634, -120.386422",40.346634,-120.386422,408,Q3,No,0,16,Offer D,Yes,22.02,Yes,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,74.45,1261.35,0,0,352.32,1613.67,5,Stayed,No,0,47,5111,,,No
5117-IFGPS,Male,73,No,Yes,Yes,No,0,United States,California,Tahoe City,96145,"39.178337, -120.162806",39.178337,-120.162806,"4,002",Q3,Yes,7,29,Offer C,Yes,36.75,Yes,Yes,Fiber Optic,12,No,No,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.3,2357.75,0,0,1065.75,3423.5,3,Stayed,No,0,67,2217,,,Yes
2197-OMWGI,Female,65,No,Yes,Yes,Yes,1,United States,California,Los Angeles,90014,"34.043144, -118.251977",34.043144,-118.251977,"3,524",Q3,Yes,4,68,,No,0,No,Yes,DSL,23,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,53,3656.25,0,0,0,3656.25,4,Stayed,No,0,31,5583,,,Yes
7852-LECYP,Male,79,No,Yes,Yes,No,0,United States,California,Los Angeles,90019,"34.049841, -118.33846",34.049841,-118.33846,"67,520",Q3,Yes,8,13,Offer D,Yes,48.15,Yes,Yes,Fiber Optic,6,Yes,Yes,No,No,No,Yes,Yes,Yes,Two Year,No,Credit Card,93.8,1261,0,0,625.95,1886.95,4,Stayed,No,0,43,5870,,,Yes
8595-SIZNC,Female,69,No,Yes,Yes,No,0,United States,California,Los Angeles,90026,"34.078991, -118.263804",34.078991,-118.263804,"73,686",Q3,Yes,5,22,Offer D,Yes,15.27,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.6,548.8,0,0,335.94,884.74,4,Stayed,No,0,75,2628,,,Yes
8920-NAVAY,Male,66,No,Yes,No,No,0,United States,California,Los Angeles,90045,"33.954017, -118.402447",33.954017,-118.402447,"39,334",Q3,No,0,62,,Yes,47.8,Yes,Yes,Fiber Optic,8,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,110.75,7053.35,0,0,2963.6,10016.95,5,Stayed,No,0,43,5166,,,No
9699-UBQFS,Female,76,No,Yes,Yes,No,0,United States,California,Los Angeles,90065,"34.108833, -118.229715",34.108833,-118.229715,"47,534",Q3,Yes,4,43,,Yes,3.66,Yes,Yes,Fiber Optic,22,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.5,4156.8,0,0,157.38,4314.18,3,Stayed,No,0,32,4745,,,Yes
1261-FWTTE,Male,78,No,Yes,No,No,0,United States,California,Los Angeles,90067,"34.057496, -118.413959",34.057496,-118.413959,"2,527",Q3,No,0,23,,No,0,No,Yes,Cable,2,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,34.65,768.45,0,0,0,768.45,4,Stayed,No,0,67,2307,,,No
3528-HFRIQ,Male,73,No,Yes,Yes,No,0,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,"21,728",Q3,Yes,10,71,,No,0,No,Yes,Cable,28,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,52.3,3765.05,0,40,0,3805.05,5,Stayed,No,0,51,5491,,,Yes
3320-VEOYC,Male,65,No,Yes,No,No,0,United States,California,Beverly Hills,90210,"34.099891, -118.414338",34.099891,-118.414338,"21,397",Q3,No,0,14,,Yes,37.62,Yes,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.6,1273.3,0,0,526.68,1799.98,3,Stayed,No,0,78,3502,,,No
9758-MFWGD,Female,75,No,Yes,Yes,Yes,2,United States,California,Hawthorne,90250,"33.914775, -118.348083",33.914775,-118.348083,"93,315",Q3,No,0,48,,No,0,No,Yes,DSL,19,No,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,29.9,1388.75,0,0,0,1388.75,5,Stayed,No,0,49,2617,,,Yes
1360-JYXKQ,Female,68,No,Yes,Yes,No,0,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,"96,267",Q3,Yes,1,54,,Yes,22.05,No,Yes,Fiber Optic,17,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.1,5437.1,0,0,1190.7,6627.8,5,Stayed,No,0,54,4118,,,Yes
6925-BAYGL,Female,79,No,Yes,Yes,No,0,United States,California,Inglewood,90303,"33.936291, -118.332639",33.936291,-118.332639,"27,778",Q3,Yes,1,53,,Yes,19.03,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.1,1275.6,0,0,1008.59,2284.19,3,Stayed,No,0,70,5295,,,Yes
4135-FRWKJ,Female,66,No,Yes,Yes,Yes,1,United States,California,Santa Monica,90404,"34.026334, -118.474222",34.026334,-118.474222,"19,975",Q3,Yes,1,55,,Yes,34.57,Yes,Yes,Cable,19,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,76.25,4154.55,0,0,1901.35,6055.9,3,Stayed,No,0,42,4319,,,Yes
6551-ZCOTS,Male,73,No,Yes,No,No,0,United States,California,Torrance,90503,"33.840399, -118.353714",33.840399,-118.353714,"41,979",Q3,No,0,33,Offer C,Yes,3.15,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.9,847.8,0,0,103.95,951.75,4,Stayed,No,0,52,5756,,,No
5995-SNNEW,Male,80,No,Yes,Yes,No,0,United States,California,Whittier,90605,"33.960891, -118.032222",33.960891,-118.032222,"38,181",Q3,Yes,1,23,,Yes,45.21,Yes,Yes,Fiber Optic,14,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,104.45,2184.85,0,60,1039.83,3284.68,5,Stayed,No,0,37,5883,,,Yes
5371-VYLSX,Female,65,No,Yes,No,No,0,United States,California,Long Beach,90814,"33.771612, -118.143866",33.771612,-118.143866,"19,034",Q3,No,0,50,,Yes,47.99,Yes,Yes,Fiber Optic,22,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.4,4113.7,0,0,2399.5,6513.2,3,Stayed,No,0,68,4977,,,No
4128-ETESU,Female,73,No,Yes,Yes,No,0,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,"16,812",Q3,Yes,3,47,,Yes,2.98,Yes,Yes,Fiber Optic,7,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,99.7,4747.2,0,140,140.06,5027.26,3,Stayed,No,0,67,4787,,,Yes
3295-YVUSR,Male,73,No,Yes,No,No,0,United States,California,Glendale,91202,"34.167926, -118.267539",34.167926,-118.267539,"21,990",Q3,No,0,2,,Yes,15.19,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,72.6,154.3,0,0,30.38,184.68,3,Joined,No,0,47,5098,,,No
8016-NCFVO,Male,70,No,Yes,No,No,0,United States,California,Glendale,91203,"34.153338, -118.262974",34.153338,-118.262974,"14,493",Q3,No,0,55,,Yes,29.3,Yes,Yes,Fiber Optic,10,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,116.5,6382.55,0,0,1611.5,7994.05,4,Stayed,No,0,58,4222,,,No
4119-ZYPZY,Male,67,No,Yes,No,No,0,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,"17,015",Q3,No,0,71,,Yes,34.8,Yes,Yes,Fiber Optic,21,No,Yes,No,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,106.8,7623.2,0,0,2470.8,10094,3,Stayed,No,0,28,6423,,,No
1078-TDCRN,Female,75,No,Yes,Yes,No,0,United States,California,Agoura Hills,91301,"34.129058, -118.759788",34.129058,-118.759788,"25,303",Q3,Yes,7,3,,No,0,No,Yes,DSL,3,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.75,82.85,0,0,0,82.85,5,Joined,No,0,27,4133,,,Yes
5439-WIKXB,Male,65,No,Yes,Yes,No,0,United States,California,Newhall,91321,"34.370378, -118.504118",34.370378,-118.504118,"30,742",Q3,Yes,8,41,Offer B,Yes,46.46,No,Yes,Fiber Optic,2,No,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.55,3851.45,0,40,1904.86,5796.31,3,Stayed,No,0,45,4914,,,Yes
2080-CAZNM,Female,78,No,Yes,No,No,0,United States,California,Burbank,91502,"34.177267, -118.31003",34.177267,-118.31003,"11,517",Q3,No,0,41,Offer B,Yes,6.33,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.4,4133.95,0,0,259.53,4393.48,5,Stayed,No,0,61,4477,,,No
1028-FFNJK,Male,79,No,Yes,Yes,No,0,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,"25,882",Q3,Yes,1,30,Offer C,Yes,48.02,Yes,Yes,Fiber Optic,24,No,No,No,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,101.5,2917.65,0,0,1440.6,4358.25,5,Stayed,No,0,73,4828,,,Yes
3001-UNBTL,Male,69,No,Yes,Yes,Yes,1,United States,California,Burbank,91506,"34.169706, -118.323548",34.169706,-118.323548,"18,539",Q3,Yes,1,29,Offer C,Yes,49.36,Yes,Yes,Fiber Optic,19,No,No,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,103.95,2964.8,0,0,1431.44,4396.24,4,Stayed,No,0,58,3733,,,Yes
0786-IVLAW,Female,72,No,Yes,No,No,0,United States,California,Valley Village,91607,"34.165783, -118.399795",34.165783,-118.399795,"27,453",Q3,No,0,66,,Yes,3.57,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,No,Bank Withdrawal,108.1,7238.6,0,0,235.62,7474.22,3,Stayed,No,0,20,4722,,,No
4282-ACRXS,Male,69,No,Yes,Yes,No,0,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,"17,554",Q3,Yes,2,38,Offer C,No,0,No,Yes,Cable,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.85,955.75,0,0,0,955.75,3,Stayed,No,0,33,3511,,,Yes
7668-XCFYV,Female,77,No,Yes,Yes,No,0,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,"24,973",Q3,Yes,9,17,,Yes,3.83,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,92.55,1614.7,0,0,65.11,1679.81,3,Stayed,No,0,23,3689,,,Yes
5336-UFNZP,Female,65,No,Yes,Yes,Yes,3,United States,California,Monterey Park,91755,"34.049172, -118.115022",34.049172,-118.115022,"26,933",Q3,Yes,7,65,Offer B,Yes,19.58,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,107.45,7047.5,0,0,1272.7,8320.2,4,Stayed,No,0,32,6211,,,Yes
9233-PSYHO,Female,68,No,Yes,No,No,0,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,"54,254",Q3,No,0,45,Offer B,Yes,6.9,Yes,Yes,Fiber Optic,20,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,100.15,4459.8,0,0,310.5,4770.3,4,Stayed,No,0,21,2636,,,No
8777-MBMTS,Female,65,No,Yes,Yes,No,0,United States,California,West Covina,91791,"34.061634, -117.893169",34.061634,-117.893169,"30,458",Q3,Yes,10,65,Offer B,Yes,36.49,No,Yes,Fiber Optic,9,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,105.85,6725.5,0,0,2371.85,9097.35,4,Stayed,No,0,80,4872,,,Yes
2615-YVMYX,Male,68,No,Yes,Yes,No,0,United States,California,Chula Vista,91915,"32.605012, -116.97595",32.605012,-116.97595,"9,278",Q3,Yes,7,71,,Yes,30.59,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,No,No,Month-to-Month,Yes,Bank Withdrawal,107.5,7713.55,0,140,2171.89,10025.44,3,Stayed,No,0,64,5775,,,Yes
2851-STERV,Male,79,No,Yes,No,No,0,United States,California,Descanso,91916,"32.912664, -116.635387",32.912664,-116.635387,"1,587",Q3,No,0,35,,Yes,3.04,No,Yes,DSL,18,No,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,73,2471.25,0,0,106.4,2577.65,4,Stayed,No,0,59,2715,,,No
5419-JKZNQ,Male,65,No,Yes,Yes,No,0,United States,California,La Mesa,91941,"32.759327, -116.99726",32.759327,-116.99726,"44,652",Q3,Yes,1,30,,Yes,2.86,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,77.9,2351.45,0,0,85.8,2437.25,3,Stayed,No,0,49,2009,,,Yes
1409-PHXTF,Male,77,No,Yes,Yes,No,0,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,"24,961",Q3,Yes,5,54,Offer B,Yes,32.56,Yes,Yes,Fiber Optic,16,No,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,110.45,6077.75,0,0,1758.24,7835.99,4,Stayed,No,0,77,4425,,,Yes
9591-YVTEB,Male,77,No,Yes,No,No,0,United States,California,National City,91950,"32.67102, -117.095235",32.67102,-117.095235,"62,355",Q3,No,0,55,Offer B,No,0,No,Yes,DSL,30,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.85,2479.05,0,0,0,2479.05,3,Stayed,No,0,49,5829,,,No
9309-BZGNT,Male,69,No,Yes,Yes,No,0,United States,California,Pine Valley,91962,"32.800671, -116.483363",32.800671,-116.483363,"1,604",Q3,Yes,7,69,,No,0,No,Yes,DSL,13,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,29.8,2134.3,0,0,0,2134.3,3,Stayed,No,0,43,5681,,,Yes
8075-GXIUB,Male,79,No,Yes,Yes,No,0,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,"7,863",Q3,Yes,3,9,,Yes,22.79,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.85,183.15,0,0,205.11,388.26,3,Stayed,No,0,59,5601,,,Yes
6723-WSNTY,Female,73,No,Yes,Yes,No,0,United States,California,Del Mar,92014,"32.948262, -117.256086",32.948262,-117.256086,"13,945",Q3,Yes,3,66,,Yes,6.94,Yes,Yes,Fiber Optic,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,108.1,7181.95,0,0,458.04,7639.99,3,Stayed,No,0,35,5360,,,Yes
2144-BFDSO,Female,70,No,Yes,Yes,No,0,United States,California,Ranchita,92066,"33.215251, -116.53633",33.215251,-116.53633,339,Q3,Yes,1,50,Offer B,Yes,9.18,Yes,Yes,Fiber Optic,2,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,108.75,5431.9,0,0,459,5890.9,3,Stayed,No,0,54,5211,,,Yes
5647-FXOTP,Female,71,No,Yes,Yes,No,0,United States,California,Santa Ysabel,92070,"33.174725, -116.743329",33.174725,-116.743329,"1,143",Q3,Yes,1,60,Offer B,Yes,36.71,Yes,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,105.9,6401.25,0,110,2202.6,8713.85,5,Stayed,No,0,40,5084,,,Yes
6078-VESFR,Male,78,No,Yes,Yes,No,0,United States,California,Vista,92084,"33.22784, -117.200024",33.22784,-117.200024,"44,692",Q3,Yes,1,13,,Yes,36.57,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.45,849.1,0,0,475.41,1324.51,5,Stayed,No,0,53,5225,,,Yes
9866-OCCKE,Female,73,No,Yes,Yes,No,0,United States,California,San Diego,92114,"32.707892, -117.05512",32.707892,-117.05512,"66,838",Q3,Yes,1,72,Offer A,Yes,35.04,Yes,Yes,Fiber Optic,22,Yes,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Mailed Check,109.75,8075.35,0,0,2522.88,10598.23,4,Stayed,No,0,34,6010,,,Yes
2786-GCDPI,Female,75,No,Yes,No,No,0,United States,California,Pioneertown,92268,"34.201108, -116.593456",34.201108,-116.593456,354,Q3,No,0,50,Offer B,Yes,17.65,Yes,Yes,Fiber Optic,29,No,No,Yes,Yes,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.95,5222.35,0,0,882.5,6104.85,5,Stayed,No,0,39,5570,,,No
3733-UOCWF,Male,78,No,Yes,Yes,No,0,United States,California,Helendale,92342,"34.757783, -117.33997",34.757783,-117.33997,"4,948",Q3,Yes,5,61,Offer B,Yes,46.65,Yes,Yes,Fiber Optic,23,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,85.55,5251.75,0,0,2845.65,8097.4,4,Stayed,No,0,62,4845,,,Yes
8490-BXHEO,Male,67,No,Yes,No,No,0,United States,California,Lucerne Valley,92356,"34.508417, -116.856103",34.508417,-116.856103,"5,256",Q3,No,0,18,,Yes,38.79,Yes,Yes,Fiber Optic,14,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,80.55,1411.65,0,0,698.22,2109.87,5,Stayed,No,0,27,5137,,,No
7173-TETGO,Female,66,No,Yes,Yes,No,0,United States,California,Lytle Creek,92358,"34.238162, -117.534306",34.238162,-117.534306,"1,090",Q3,Yes,4,72,Offer A,Yes,32.37,Yes,Yes,Fiber Optic,22,Yes,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,78.5,5602.25,0,0,2330.64,7932.89,3,Stayed,No,0,69,6072,,,Yes
6435-VWCCY,Male,71,No,Yes,Yes,No,0,United States,California,Oro Grande,92368,"34.647959, -117.296957",34.647959,-117.296957,909,Q3,Yes,3,65,Offer B,Yes,27.14,Yes,Yes,Fiber Optic,26,Yes,Yes,No,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,92.7,5968.4,0,0,1764.1,7732.5,3,Stayed,No,0,64,5205,,,Yes
6726-NNFWD,Female,74,No,Yes,Yes,No,0,United States,California,Murrieta,92562,"33.548869, -117.334165",33.548869,-117.334165,"36,149",Q3,Yes,10,71,Offer A,Yes,16.26,No,Yes,Fiber Optic,27,No,Yes,Yes,No,No,Yes,No,Yes,Two Year,No,Credit Card,89.45,6435.25,0,0,1154.46,7589.71,4,Stayed,No,0,72,6004,,,Yes
7856-GANIL,Male,71,No,Yes,Yes,No,0,United States,California,Irvine,92606,"33.703976, -117.824172",33.703976,-117.824172,"17,621",Q3,Yes,1,45,Offer B,Yes,2.38,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,98.7,4525.8,0,0,107.1,4632.9,3,Stayed,No,0,66,2535,,,Yes
0248-PGHBZ,Female,69,No,Yes,No,No,0,United States,California,San Clemente,92672,"33.429488, -117.609432",33.429488,-117.609432,"34,946",Q3,No,0,67,Offer A,Yes,2.57,No,Yes,Fiber Optic,21,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,92.45,6140.85,0,0,172.19,6313.04,4,Stayed,No,0,80,5857,,,No
7472-EQOAV,Male,76,No,Yes,Yes,Yes,2,United States,California,Laguna Niguel,92677,"33.529047, -117.701175",33.529047,-117.701175,"62,103",Q3,Yes,5,71,Offer A,Yes,30.16,No,Yes,Fiber Optic,19,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,86.7,6179.35,0,0,2141.36,8320.71,3,Stayed,No,0,44,4485,,,Yes
5985-BEHZK,Female,78,No,Yes,Yes,No,0,United States,California,Santa Ana,92705,"33.766004, -117.786763",33.766004,-117.786763,"44,117",Q3,Yes,1,72,Offer A,Yes,27.79,Yes,Yes,Fiber Optic,10,No,Yes,Yes,No,Yes,Yes,No,Yes,One Year,No,Credit Card,105,7578.05,0,0,2000.88,9578.93,5,Stayed,No,0,56,6423,,,Yes
9279-CJEOJ,Female,77,No,Yes,No,No,0,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,"60,553",Q3,No,0,21,,Yes,37.4,Yes,Yes,Fiber Optic,16,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.4,2025.1,0,0,785.4,2810.5,4,Stayed,No,0,47,5691,,,No
8029-XYPWT,Male,72,No,Yes,Yes,No,0,United States,California,Anaheim,92806,"33.83796, -117.870494",33.83796,-117.870494,"34,398",Q3,Yes,1,71,Offer A,Yes,46.82,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,115.05,8016.6,0,0,3324.22,11340.82,4,Stayed,No,0,53,4438,,,Yes
6646-JPPHA,Female,76,No,Yes,No,No,0,United States,California,Fullerton,92832,"33.868316, -117.929029",33.868316,-117.929029,"24,502",Q3,No,0,14,,Yes,48.01,No,Yes,Fiber Optic,2,Yes,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,78.85,1043.8,0,50,672.14,1765.94,3,Stayed,No,0,44,5327,,,No
7658-UYUQS,Male,71,No,Yes,Yes,No,0,United States,California,Fullerton,92835,"33.902211, -117.914922",33.902211,-117.914922,"21,157",Q3,No,0,21,,Yes,22.3,No,Yes,Fiber Optic,9,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,86.55,1857.25,0,0,468.3,2325.55,5,Stayed,No,0,67,5318,,,Yes
8746-BFOAJ,Male,79,No,Yes,No,No,0,United States,California,Garden Grove,92845,"33.782955, -118.026456",33.782955,-118.026456,"15,878",Q3,No,0,21,,Yes,23.23,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.5,429.55,0,0,487.83,917.38,4,Stayed,No,0,62,5766,,,No
8023-QHAIO,Female,72,No,Yes,Yes,No,0,United States,California,Corona,92882,"33.819385, -117.600213",33.819385,-117.600213,"60,294",Q3,Yes,7,56,Offer B,Yes,27.56,Yes,Yes,Fiber Optic,29,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,76.85,4275.75,0,120,1543.36,5939.11,3,Stayed,No,0,66,6035,,,Yes
8133-ANHHJ,Female,77,No,Yes,No,No,0,United States,California,Ventura,93003,"34.279221, -119.221437",34.279221,-119.221437,"46,894",Q3,No,0,49,Offer B,Yes,36.47,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,103,5166.2,0,0,1787.03,6953.23,4,Stayed,No,0,75,5023,,,No
1707-HABPF,Female,65,No,Yes,No,No,0,United States,California,Santa Barbara,93103,"34.438581, -119.685368",34.438581,-119.685368,"20,893",Q3,No,0,46,Offer B,Yes,11.93,No,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,91.3,4126.35,0,0,548.78,4675.13,4,Stayed,No,0,43,3191,,,No
6847-KJLTS,Female,72,No,Yes,Yes,No,0,United States,California,Frazier Park,93225,"34.827662, -118.999073",34.827662,-118.999073,"4,498",Q3,Yes,8,58,Offer B,Yes,47.34,Yes,Yes,Fiber Optic,28,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.4,5749.8,0,0,2745.72,8495.52,5,Stayed,No,0,64,4005,,,Yes
4619-EVPHY,Female,65,No,Yes,Yes,No,0,United States,California,Lamont,93241,"35.245035, -118.905553",35.245035,-118.905553,"15,364",Q3,Yes,2,20,,Yes,38.85,No,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,91,1859.5,0,0,777,2636.5,5,Stayed,No,0,57,3748,,,Yes
4462-CYWMH,Male,65,No,Yes,Yes,No,0,United States,California,Lindsay,93247,"36.205465, -119.085807",36.205465,-119.085807,"15,508",Q3,Yes,7,62,Offer B,Yes,27.49,Yes,Yes,Fiber Optic,3,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.8,5629.55,0,0,1704.38,7333.93,3,Stayed,No,0,67,4981,,,Yes
9334-GWGOW,Male,68,No,Yes,Yes,No,0,United States,California,Mc Kittrick,93251,"35.38381, -119.730885",35.38381,-119.730885,302,Q3,Yes,2,7,,Yes,6.81,Yes,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.85,485.25,0,0,47.67,532.92,4,Stayed,No,0,44,2259,,,Yes
4291-HYEBC,Female,76,No,Yes,Yes,Yes,3,United States,California,Weldon,93283,"35.55647, -118.244914",35.55647,-118.244914,"1,935",Q3,Yes,2,28,,No,0,No,Yes,DSL,21,No,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,39.1,1096.6,0,0,0,1096.6,3,Stayed,No,0,59,2305,,,Yes
1576-PFZIW,Male,70,No,Yes,Yes,No,0,United States,California,Bakersfield,93301,"35.383937, -119.020428",35.383937,-119.020428,"12,963",Q3,Yes,2,70,Offer A,Yes,14.48,No,Yes,Fiber Optic,7,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,105.35,7511.9,0,0,1013.6,8525.5,4,Stayed,No,0,34,5866,,,Yes
0147-ESWWR,Female,73,No,Yes,Yes,No,0,United States,California,Atascadero,93422,"35.453912, -120.69461",35.453912,-120.69461,"29,539",Q3,Yes,9,39,,Yes,20.15,Yes,Yes,Fiber Optic,21,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.25,3949.15,0,0,785.85,4735,4,Stayed,No,0,77,3172,,,Yes
1217-VASWC,Male,77,No,Yes,Yes,No,0,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,812,Q3,Yes,10,43,Offer B,Yes,37.09,No,Yes,Fiber Optic,8,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.55,4304,0,0,1594.87,5898.87,4,Stayed,No,0,65,4499,,,Yes
2522-WLNSF,Female,74,No,Yes,Yes,No,0,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,"1,317",Q3,Yes,2,34,,Yes,12.33,No,Yes,Cable,23,No,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,64.2,2106.3,0,0,419.22,2525.52,4,Stayed,No,0,34,2225,,,Yes
5327-XOKKY,Male,79,No,Yes,Yes,No,0,United States,California,Santa Maria,93458,"34.95934, -120.490081",34.95934,-120.490081,"43,684",Q3,Yes,7,72,Offer A,Yes,11.26,Yes,Yes,Cable,3,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,73.45,5329,0,0,810.72,6139.72,3,Stayed,No,0,29,5540,,,Yes
3312-ZWLGF,Male,69,No,Yes,Yes,No,0,United States,California,Acton,93510,"34.501452, -118.207862",34.501452,-118.207862,"7,831",Q3,No,0,29,,Yes,10.55,Yes,Yes,Fiber Optic,2,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.3,2414.55,0,0,305.95,2720.5,5,Stayed,No,0,21,3172,,,Yes
0795-XCCTE,Male,80,No,Yes,No,No,0,United States,California,Bishop,93514,"37.04584, -118.397236",37.04584,-118.397236,"13,309",Q3,No,0,72,Offer A,Yes,26.01,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.4,1809.35,0,0,1872.72,3682.07,3,Stayed,No,0,51,6141,,,No
7072-MBHEV,Female,77,No,Yes,Yes,Yes,2,United States,California,Edwards,93523,"34.966777, -117.961179",34.966777,-117.961179,"7,685",Q3,Yes,8,11,,Yes,17.66,Yes,Yes,Fiber Optic,13,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,78.1,864.85,0,0,194.26,1059.11,5,Stayed,No,0,50,2333,,,Yes
8050-DVOJX,Male,67,No,Yes,No,No,0,United States,California,Keeler,93530,"36.560498, -117.962461",36.560498,-117.962461,71,Q3,No,0,49,Offer B,Yes,43.19,Yes,Yes,Cable,10,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,81.35,4060.9,0,0,2116.31,6177.21,4,Stayed,No,0,69,4537,,,No
8169-SAEJD,Male,79,No,Yes,Yes,No,0,United States,California,Lancaster,93535,"34.712708, -117.889656",34.712708,-117.889656,"57,794",Q3,Yes,10,69,Offer A,No,0,No,Yes,DSL,12,Yes,Yes,No,No,Yes,Yes,Yes,No,Two Year,No,Credit Card,56.55,3952.65,0,40,0,3992.65,3,Stayed,No,0,28,4162,,,Yes
1580-BMCMR,Male,66,No,Yes,No,No,0,United States,California,Tehachapi,93561,"35.073777, -118.652112",35.073777,-118.652112,"25,805",Q3,No,0,19,,Yes,29.8,No,Yes,Fiber Optic,16,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,87.3,1637.3,0,0,566.2,2203.5,3,Stayed,No,0,70,4447,,,No
4199-QHJNM,Male,72,No,Yes,Yes,No,0,United States,California,Bass Lake,93604,"37.458367, -119.345011",37.458367,-119.345011,613,Q3,Yes,9,67,Offer A,Yes,48.68,Yes,Yes,Fiber Optic,17,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,102.9,6989.7,0,0,3261.56,10251.26,3,Stayed,No,0,52,5869,,,Yes
5135-GRQJV,Male,75,No,Yes,Yes,No,0,United States,California,Cantua Creek,93608,"36.488056, -120.407691",36.488056,-120.407691,"1,766",Q3,Yes,4,72,Offer A,Yes,5.6,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Mailed Check,114.5,8331.95,0,0,403.2,8735.15,3,Stayed,No,0,47,6051,,,Yes
2384-OVPSA,Female,65,No,Yes,No,No,0,United States,California,Caruthers,93609,"36.5276, -119.865999",36.5276,-119.865999,"5,446",Q3,No,0,38,,Yes,4.09,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20.2,735.9,0,0,155.42,891.32,3,Stayed,No,0,71,4947,,,No
1371-WEPDS,Male,71,No,Yes,Yes,No,0,United States,California,Chowchilla,93610,"37.100948, -120.270136",37.100948,-120.270136,"19,391",Q3,Yes,8,40,,Yes,28.56,No,Yes,DSL,18,No,No,No,No,No,Yes,Yes,No,One Year,No,Bank Withdrawal,55.8,2283.3,0,50,1142.4,3475.7,3,Stayed,No,0,78,3587,,,Yes
3349-ANQNH,Female,70,No,Yes,No,No,0,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,"1,965",Q3,No,0,59,,Yes,24.27,Yes,Yes,Fiber Optic,9,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.5,5890,0,0,1431.93,7321.93,5,Stayed,No,0,50,5513,,,No
5937-EORGB,Male,79,No,Yes,Yes,No,0,United States,California,Five Points,93624,"36.397745, -120.119911",36.397745,-120.119911,"1,852",Q3,Yes,9,15,,Yes,22.83,Yes,Yes,Fiber Optic,26,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.5,1392.25,0,0,342.45,1734.7,4,Stayed,No,0,61,2394,,,Yes
5539-HIVAK,Female,79,No,Yes,Yes,No,0,United States,California,Friant,93626,"37.027663, -119.69056",37.027663,-119.69056,"1,125",Q3,Yes,8,28,,Yes,25.57,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,25.7,734.6,0,0,715.96,1450.56,4,Stayed,No,0,80,3136,,,Yes
4583-PARNH,Male,66,No,Yes,Yes,No,0,United States,California,Kerman,93630,"36.727418, -120.123526",36.727418,-120.123526,"14,062",Q3,Yes,1,16,,Yes,15.44,No,Yes,Fiber Optic,20,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,91.55,1540.05,0,0,247.04,1787.09,5,Stayed,No,0,46,4045,,,Yes
1421-HCERK,Male,75,No,Yes,Yes,No,0,United States,California,Lakeshore,93634,"37.290606, -119.216328",37.290606,-119.216328,52,Q3,Yes,6,30,,Yes,33.48,Yes,Yes,Fiber Optic,22,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,105.7,3181.8,0,0,1004.4,4186.2,5,Stayed,No,0,54,2455,,,Yes
0716-BQNDX,Male,77,No,Yes,No,No,0,United States,California,Madera,93637,"36.902954, -120.194274",36.902954,-120.194274,"28,434",Q3,No,0,57,,Yes,2.21,Yes,Yes,Fiber Optic,11,Yes,No,No,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,93.75,5625.55,0,0,125.97,5751.52,3,Stayed,No,0,75,4276,,,No
1162-ECVII,Male,66,No,Yes,Yes,No,0,United States,California,Fresno,93704,"36.799648, -119.801247",36.799648,-119.801247,"26,580",Q3,Yes,1,72,Offer A,Yes,18.74,Yes,Yes,Fiber Optic,14,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,109.75,7932.5,0,140,1349.28,9421.78,4,Stayed,No,0,53,4265,,,Yes
8695-ARGXZ,Male,66,No,Yes,Yes,No,0,United States,California,Fresno,93722,"36.78979, -119.929894",36.78979,-119.929894,"60,889",Q3,Yes,1,34,,Yes,2.07,Yes,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.55,2425.4,0,0,70.38,2495.78,5,Stayed,No,0,22,5381,,,Yes
1697-NVVGY,Male,71,No,Yes,Yes,No,0,United States,California,Fresno,93728,"36.757345, -119.818274",36.757345,-119.818274,"16,346",Q3,Yes,1,19,,Yes,30.44,No,Yes,DSL,26,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,66.4,1286.05,0,0,578.36,1864.41,4,Stayed,No,0,22,4533,,,Yes
9112-WSNPU,Female,65,No,Yes,No,No,0,United States,California,Monterey,93940,"36.362741, -121.869685",36.362741,-121.869685,"32,857",Q3,No,0,35,,Yes,16.91,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.55,2419,0,0,591.85,3010.85,4,Stayed,No,0,45,5873,,,No
4976-LNFVV,Male,65,No,Yes,Yes,No,0,United States,California,Daly City,94015,"37.680844, -122.48131",37.680844,-122.48131,"63,337",Q3,Yes,6,19,,No,0,No,Yes,DSL,14,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,34.3,577.15,0,0,0,577.15,5,Stayed,No,0,20,4615,,,Yes
2077-MPJQO,Male,80,No,Yes,Yes,No,0,United States,California,Menlo Park,94025,"37.449551, -122.183762",37.449551,-122.183762,"39,062",Q3,Yes,2,7,,Yes,21.37,Yes,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.4,533.05,0,0,149.59,682.64,4,Stayed,No,0,41,3533,,,Yes
1480-IVEVR,Male,76,No,Yes,Yes,No,0,United States,California,Montara,94037,"37.540582, -122.509594",37.540582,-122.509594,"2,346",Q3,Yes,2,35,,Yes,4.16,Yes,Yes,Fiber Optic,28,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,81.6,2815.25,0,0,145.6,2960.85,3,Stayed,No,0,60,2300,,,Yes
4118-CEVPF,Female,74,No,Yes,No,No,0,United States,California,Redwood City,94062,"37.410567, -122.297152",37.410567,-122.297152,"25,569",Q3,No,0,35,,Yes,32.92,Yes,Yes,Fiber Optic,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,110.8,3836.3,0,110,1152.2,5098.5,3,Stayed,No,0,35,2125,,,No
2428-HYUNX,Male,74,No,Yes,Yes,No,0,United States,California,San Francisco,94109,"37.794487, -122.42227",37.794487,-122.42227,"56,330",Q3,Yes,4,44,,Yes,1.89,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.35,847.25,0,0,83.16,930.41,5,Stayed,No,0,42,4975,,,Yes
9693-XMUOB,Male,65,No,Yes,Yes,No,0,United States,California,Palo Alto,94304,"37.386978, -122.177746",37.386978,-122.177746,"1,723",Q3,Yes,4,59,,No,0,No,Yes,Cable,23,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.25,2997.45,0,0,0,2997.45,4,Stayed,No,0,27,5546,,,Yes
1635-NZATJ,Male,80,No,Yes,Yes,No,0,United States,California,Alameda,94501,"37.774633, -122.274434",37.774633,-122.274434,"58,555",Q3,Yes,3,71,Offer A,Yes,37.25,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.45,1789.65,0,0,2644.75,4434.4,5,Stayed,No,0,26,5341,,,Yes
9943-VSZUV,Male,75,No,Yes,No,No,0,United States,California,Alamo,94507,"37.855717, -121.994813",37.855717,-121.994813,"15,187",Q3,No,0,67,Offer A,Yes,39.89,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,75.7,5060.85,0,0,2672.63,7733.48,4,Stayed,No,0,30,5823,,,No
9355-NPPFS,Female,70,No,Yes,No,No,0,United States,California,Fremont,94538,"37.505768, -121.962472",37.505768,-121.962472,"56,126",Q3,No,0,26,,Yes,19.21,No,Yes,Fiber Optic,15,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,78.8,2006.1,0,0,499.46,2505.56,3,Stayed,No,0,37,4509,,,No
5828-DWPIL,Male,68,No,Yes,Yes,No,0,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,"75,929",Q3,Yes,4,62,,Yes,4.76,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.1,5618.3,0,0,295.12,5913.42,4,Stayed,No,0,25,4415,,,Yes
2931-FSOHN,Male,76,No,Yes,No,No,0,United States,California,Napa,94559,"38.232389, -122.324944",38.232389,-122.324944,"26,894",Q3,No,0,13,,Yes,49.9,No,Yes,DSL,30,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.9,788.35,0,0,648.7,1437.05,5,Stayed,No,0,58,5254,,,No
9971-ZWPBF,Male,70,No,Yes,Yes,Yes,1,United States,California,Orinda,94563,"37.873916, -122.20522",37.873916,-122.20522,"17,964",Q3,Yes,7,34,,Yes,11.74,Yes,Yes,Fiber Optic,12,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,108.9,3625.2,0,30,399.16,4054.36,3,Stayed,No,0,24,5151,,,Yes
8421-WZOOW,Female,75,No,Yes,Yes,Yes,1,United States,California,Rio Vista,94571,"38.148862, -121.737696",38.148862,-121.737696,"5,246",Q3,Yes,8,57,,Yes,28.25,No,Yes,Fiber Optic,15,No,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,95.3,5567.45,0,0,1610.25,7177.7,3,Stayed,No,0,23,4912,,,Yes
2957-JIRMN,Female,69,No,Yes,No,No,0,United States,California,Vallejo,94591,"38.105733, -122.186338",38.105733,-122.186338,"51,665",Q3,No,0,62,,Yes,19.52,Yes,Yes,Fiber Optic,3,No,No,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,84.45,4959.15,0,0,1210.24,6169.39,4,Stayed,No,0,60,4166,,,No
5271-DBYSJ,Male,80,No,Yes,No,No,0,United States,California,Berkeley,94708,"37.897743, -122.263124",37.897743,-122.263124,"10,737",Q3,No,0,11,Offer D,Yes,26.84,No,Yes,Fiber Optic,15,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,79.15,827.7,0,140,295.24,1262.94,5,Stayed,No,0,20,3355,,,No
3915-ODIYG,Male,72,No,Yes,No,No,0,United States,California,Cotati,94931,"38.326215, -122.718742",38.326215,-122.718742,"7,936",Q3,No,0,60,,Yes,10.2,Yes,Yes,DSL,29,Yes,Yes,No,No,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,71.75,4374.55,0,10,612,4996.55,3,Stayed,No,0,71,4964,,,No
5671-UUNXD,Female,79,No,Yes,Yes,No,0,United States,California,Nicasio,94946,"38.065359, -122.665566",38.065359,-122.665566,607,Q3,Yes,1,50,,Yes,36.58,Yes,Yes,Fiber Optic,23,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.65,5189.75,0,0,1829,7018.75,3,Stayed,No,0,40,5791,,,Yes
4698-KVLLG,Female,66,No,Yes,No,No,0,United States,California,San Quentin,94964,"37.942551, -122.491642",37.942551,-122.491642,"6,448",Q3,No,0,51,,Yes,47.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,967.9,0,0,2420.46,3388.36,5,Stayed,No,0,68,4224,,,No
0282-NVSJS,Female,70,No,Yes,Yes,Yes,1,United States,California,Aromas,95004,"36.878364, -121.629781",36.878364,-121.629781,"3,373",Q3,Yes,1,12,Offer D,No,0,No,Yes,DSL,14,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,29.3,355.9,0,0,0,355.9,4,Stayed,No,0,75,3353,,,Yes
7537-CBQUZ,Male,68,No,Yes,No,No,0,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,"8,582",Q3,No,0,63,,Yes,26.11,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,109.4,7031.45,0,0,1644.93,8676.38,3,Stayed,No,0,24,5961,,,No
4750-UKWJK,Female,77,No,Yes,Yes,No,0,United States,California,Gilroy,95020,"37.03889, -121.528955",37.03889,-121.528955,"49,968",Q3,Yes,1,37,,Yes,25.35,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.6,727.8,0,0,937.95,1665.75,4,Stayed,No,0,77,5730,,,Yes
4884-ZTHVF,Female,80,No,Yes,No,No,0,United States,California,Santa Cruz,95065,"37.031404, -121.981865",37.031404,-121.981865,"8,365",Q3,No,0,8,,Yes,39.01,No,Yes,Fiber Optic,28,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87.1,713.6,0,0,312.08,1025.68,5,Stayed,No,0,65,3950,,,No
3055-OYMSE,Female,75,No,Yes,No,No,0,United States,California,Saratoga,95070,"37.257772, -122.051824",37.257772,-122.051824,"30,589",Q3,No,0,53,,Yes,16.74,No,Yes,Fiber Optic,15,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.8,4003.85,0,0,887.22,4891.07,3,Stayed,No,0,45,6469,,,No
1468-DEFNC,Male,69,No,Yes,Yes,Yes,1,United States,California,San Jose,95130,"37.277592, -121.986477",37.277592,-121.986477,"13,481",Q3,Yes,9,64,,Yes,37.09,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.4,1548.65,0,0,2373.76,3922.41,3,Stayed,No,0,68,4772,,,Yes
9605-WGJVW,Female,69,No,Yes,No,No,0,United States,California,Stockton,95204,"37.974498, -121.319568",37.974498,-121.319568,"30,476",Q3,No,0,1,,Yes,22.34,No,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.2,70.2,0,0,22.34,92.54,5,Joined,No,0,47,2422,,,No
4627-MIHJH,Female,72,No,Yes,No,No,0,United States,California,Stockton,95210,"38.033219, -121.297433",38.033219,-121.297433,"40,611",Q3,No,0,69,,Yes,23.4,Yes,Yes,Fiber Optic,27,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,110.25,7467.55,0,0,1614.6,9082.15,3,Stayed,No,0,69,4948,,,No
5553-AOINX,Female,67,No,Yes,Yes,Yes,1,United States,California,Copperopolis,95228,"37.943954, -120.67108",37.943954,-120.67108,"2,633",Q3,Yes,6,66,,Yes,39.38,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.9,6891.45,0,0,2599.08,9490.53,4,Stayed,No,0,48,4892,,,Yes
3258-SANFR,Male,69,No,Yes,No,No,0,United States,California,Big Oak Flat,95305,"37.818589, -120.256995",37.818589,-120.256995,167,Q3,No,0,6,Offer E,Yes,19.74,No,Yes,DSL,7,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.7,276.5,0,0,118.44,394.94,3,Stayed,No,0,30,4270,,,No
4833-QTJNO,Male,66,No,Yes,Yes,No,0,United States,California,Coulterville,95311,"37.722127, -120.110174",37.722127,-120.110174,"2,271",Q3,Yes,10,67,,Yes,44.9,Yes,Yes,Fiber Optic,20,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,83.85,5588.8,0,0,3008.3,8597.1,3,Stayed,No,0,49,5261,,,Yes
2322-VCZHZ,Male,70,No,Yes,Yes,No,0,United States,California,El Portal,95318,"37.654551, -119.822984",37.654551,-119.822984,579,Q3,Yes,3,23,Offer D,Yes,31.53,No,Yes,Fiber Optic,20,Yes,Yes,No,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90,2024.1,0,0,725.19,2749.29,3,Stayed,No,0,50,4999,,,Yes
6383-ZTSIW,Female,77,No,Yes,Yes,No,0,United States,California,Gustine,95322,"37.147198, -121.120161",37.147198,-121.120161,"7,872",Q3,Yes,6,39,,Yes,9.13,No,Yes,Fiber Optic,18,Yes,Yes,No,No,Yes,Yes,No,Yes,One Year,No,Mailed Check,99.1,3877.95,0,0,356.07,4234.02,3,Stayed,No,0,22,4599,,,Yes
0118-JPNOY,Female,71,No,Yes,No,No,0,United States,California,Le Grand,95333,"37.249377, -120.249581",37.249377,-120.249581,"3,256",Q3,No,0,26,,Yes,33.74,No,Yes,Fiber Optic,7,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,85.8,2193.65,0,0,877.24,3070.89,3,Stayed,No,0,46,5700,,,No
9000-PLFUZ,Female,70,No,Yes,Yes,No,0,United States,California,Merced,95340,"37.255637, -120.493537",37.255637,-120.493537,"59,289",Q3,Yes,3,60,,No,0,No,Yes,DSL,22,No,Yes,No,No,Yes,Yes,No,No,Two Year,Yes,Credit Card,49.45,2907.55,0,40,0,2947.55,3,Stayed,No,0,61,4277,,,Yes
7779-ORAEL,Male,77,No,Yes,Yes,No,0,United States,California,Mi Wuk Village,95346,"38.121601, -120.133915",38.121601,-120.133915,"1,278",Q3,Yes,4,45,,Yes,9.39,Yes,Yes,DSL,22,Yes,No,Yes,Yes,No,Yes,No,Yes,Two Year,No,Credit Card,75.15,3480.35,0,0,422.55,3902.9,3,Stayed,No,0,52,5837,,,Yes
0644-OQMDK,Male,69,No,Yes,No,No,0,United States,California,Merced,95348,"37.40122, -120.514191",37.40122,-120.514191,"23,100",Q3,No,0,4,Offer E,Yes,6.18,No,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.65,293.85,0,0,24.72,318.57,4,Stayed,No,0,34,4510,,,No
1658-XUHBX,Female,75,No,Yes,Yes,Yes,1,United States,California,Modesto,95357,"37.670526, -120.877572",37.670526,-120.877572,"13,343",Q3,Yes,3,59,,Yes,16.15,Yes,Yes,Fiber Optic,26,No,No,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Credit Card,88.75,5348.65,0,0,952.85,6301.5,3,Stayed,No,0,21,6492,,,Yes
2378-HTWFW,Male,78,No,Yes,No,No,0,United States,California,Newman,95360,"37.343846, -121.039391",37.343846,-121.039391,"8,504",Q3,No,0,35,,Yes,26.19,Yes,Yes,Fiber Optic,19,Yes,No,No,No,No,Yes,No,No,Month-to-Month,No,Credit Card,91,3180.5,0,40,916.65,4137.15,3,Stayed,No,0,35,5527,,,No
3719-TDVQB,Female,68,No,Yes,Yes,No,0,United States,California,Ripon,95366,"37.750778, -121.13238",37.750778,-121.13238,"12,646",Q3,Yes,3,54,,Yes,23.94,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Mailed Check,18.95,1031.1,0,0,1292.76,2323.86,4,Stayed,No,0,28,5548,,,Yes
0201-MIBOL,Female,68,No,Yes,No,No,0,United States,California,Salida,95368,"37.713152, -121.08739",37.713152,-121.08739,"12,466",Q3,No,0,66,,Yes,10.45,Yes,Yes,Fiber Optic,20,Yes,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,102.4,6471.85,0,0,689.7,7161.55,3,Stayed,No,0,69,4861,,,No
8495-PRWFH,Female,66,No,Yes,No,No,0,United States,California,Waterford,95386,"37.669516, -120.626964",37.669516,-120.626964,"8,308",Q3,No,0,42,,Yes,27,Yes,Yes,Cable,30,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.65,2421.75,0,0,1134,3555.75,4,Stayed,No,0,80,5831,,,No
0439-IFYUN,Female,78,No,Yes,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,18,Offer D,Yes,21.09,No,Yes,Fiber Optic,18,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,74.7,1294.6,0,20,379.62,1694.22,4,Stayed,No,0,62,3896,,,No
6458-CYIDZ,Female,72,No,Yes,No,No,0,United States,California,Albion,95410,"39.225694, -123.717354",39.225694,-123.717354,"1,054",Q3,No,0,5,Offer E,Yes,36.27,No,Yes,Fiber Optic,17,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.7,374.8,0,0,181.35,556.15,4,Stayed,No,0,51,3468,,,No
1932-UEDCX,Male,79,No,Yes,Yes,No,0,United States,California,Manchester,95459,"38.966713, -123.586412",38.966713,-123.586412,586,Q3,Yes,6,33,,Yes,44.1,Yes,Yes,Fiber Optic,22,No,Yes,No,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,100.6,3270.25,0,0,1455.3,4725.55,4,Stayed,No,0,55,3669,,,Yes
5188-HGMLP,Male,73,No,Yes,Yes,No,0,United States,California,Middletown,95461,"38.787446, -122.58675",38.787446,-122.58675,"7,789",Q3,Yes,10,54,,Yes,35.16,Yes,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74,3919.15,0,0,1898.64,5817.79,5,Stayed,No,0,30,4991,,,Yes
5331-RGMTT,Male,67,No,Yes,Yes,No,0,United States,California,Point Arena,95468,"38.911299, -123.609588",38.911299,-123.609588,"1,352",Q3,No,0,54,,Yes,38.48,Yes,Yes,Fiber Optic,13,No,No,Yes,No,Yes,Yes,No,No,Month-to-Month,Yes,Credit Card,99.05,5295.7,0,40,2077.92,7413.62,5,Stayed,No,0,34,4011,,,Yes
4476-OSWTN,Male,73,No,Yes,Yes,No,0,United States,California,Witter Springs,95493,"39.222323, -122.985488",39.222323,-122.985488,240,Q3,Yes,2,69,,Yes,8.3,Yes,Yes,Fiber Optic,14,Yes,No,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Mailed Check,110.55,7610.1,0,0,572.7,8182.8,3,Stayed,No,0,25,4887,,,Yes
6726-WEXXK,Male,72,No,Yes,Yes,No,0,United States,California,Fields Landing,95537,"40.726949, -124.217378",40.726949,-124.217378,228,Q3,Yes,7,27,,Yes,41.11,Yes,Yes,Fiber Optic,14,Yes,No,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,85.9,2220.1,0,0,1109.97,3330.07,3,Stayed,No,0,63,5755,,,Yes
4023-RTIQM,Female,72,No,Yes,Yes,No,0,United States,California,Redcrest,95569,"40.363446, -123.835041",40.363446,-123.835041,400,Q3,Yes,10,31,Offer C,No,0,No,Yes,DSL,21,Yes,Yes,Yes,No,No,Yes,No,Yes,One Year,Yes,Credit Card,50.4,1580.1,0,0,0,1580.1,3,Stayed,No,0,39,2166,,,Yes
7872-RDDLZ,Female,68,No,Yes,No,No,0,United States,California,Piercy,95587,"39.955587, -123.681175",39.955587,-123.681175,200,Q3,No,0,67,,Yes,48.43,Yes,Yes,DSL,28,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.9,3725.5,0,0,3244.81,6970.31,4,Stayed,No,0,33,4826,,,No
3162-KKZXO,Female,75,No,Yes,No,No,0,United States,California,Citrus Heights,95610,"38.69508, -121.271616",38.69508,-121.271616,"43,718",Q3,No,0,55,,Yes,29.6,Yes,Yes,Fiber Optic,3,No,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,100.15,5409.75,0,0,1628,7037.75,4,Stayed,No,0,64,5182,,,No
8904-OPDCK,Male,76,No,Yes,Yes,No,0,United States,California,Citrus Heights,95621,"38.69549, -121.307864",38.69549,-121.307864,"41,636",Q3,Yes,4,54,Offer B,No,0,No,Yes,DSL,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.95,1364.75,0,0,0,1364.75,3,Stayed,No,0,56,4691,,,Yes
6048-QBXKL,Female,68,No,Yes,No,No,0,United States,California,Madison,95653,"38.674276, -121.961866",38.674276,-121.961866,844,Q3,No,0,2,Offer E,Yes,31.74,Yes,Yes,DSL,25,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,56.55,118.25,0,0,63.48,181.73,4,Joined,No,0,33,2069,,,No
6734-FQAJX,Male,65,No,Yes,No,No,0,United States,California,Somerset,95684,"38.606703, -120.586659",38.606703,-120.586659,"2,958",Q3,No,0,67,,Yes,34.23,No,Yes,Fiber Optic,11,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.05,7171.7,0,0,2293.41,9465.11,4,Stayed,No,0,49,4143,,,No
2378-VTKDH,Male,76,No,Yes,Yes,No,0,United States,California,Woodland,95695,"38.71967, -121.862416",38.71967,-121.862416,"38,547",Q3,Yes,9,65,Offer B,Yes,8.59,Yes,Yes,Fiber Optic,7,No,Yes,Yes,No,Yes,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,104.35,6578.55,0,0,558.35,7136.9,5,Stayed,No,0,69,4073,,,Yes
2974-GGUXS,Female,74,No,Yes,Yes,No,0,United States,California,Granite Bay,95746,"38.749466, -121.184196",38.749466,-121.184196,"20,675",Q3,No,0,36,Offer C,Yes,11.32,Yes,Yes,Fiber Optic,16,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,91.95,3301.05,17.76,0,407.52,3690.81,5,Stayed,No,0,48,3273,,,Yes
7994-XIRTR,Male,79,No,Yes,No,No,0,United States,California,Roseville,95747,"38.784329, -121.373245",38.784329,-121.373245,"25,418",Q3,No,0,54,Offer B,Yes,5.14,No,Yes,DSL,6,No,No,Yes,Yes,No,Yes,No,Yes,One Year,No,Bank Withdrawal,65.25,3529.95,33.07,0,277.56,3774.44,4,Stayed,No,0,66,6161,,,No
5298-GSTLM,Female,74,No,Yes,No,No,0,United States,California,Sacramento,95817,"38.550722, -121.457314",38.550722,-121.457314,"14,966",Q3,No,0,60,Offer B,Yes,48.92,Yes,Yes,Fiber Optic,11,Yes,No,No,No,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,101.4,6176.6,0,0,2935.2,9111.8,4,Stayed,No,0,66,4483,,,No
6121-TNHBO,Female,71,No,Yes,No,No,0,United States,California,Sacramento,95822,"38.512569, -121.495184",38.512569,-121.495184,"44,683",Q3,No,0,63,Offer B,Yes,15.62,Yes,Yes,DSL,18,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,83,5243.05,0,0,984.06,6227.11,3,Stayed,No,0,29,5428,,,No
5119-NZPTV,Male,70,No,Yes,Yes,No,0,United States,California,Sacramento,95823,"38.475465, -121.443625",38.475465,-121.443625,"72,199",Q3,Yes,9,2,Offer E,Yes,34.99,No,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.1,141.65,0,0,69.98,211.63,4,Joined,No,0,74,5592,,,Yes
3865-ZYKAD,Male,77,No,Yes,Yes,No,0,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,"42,832",Q3,Yes,7,69,,Yes,14.76,Yes,Yes,Fiber Optic,14,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,84.9,5785.65,0,0,1018.44,6804.09,3,Stayed,No,0,59,4503,,,Yes
2205-LPVGL,Male,71,No,Yes,Yes,Yes,1,United States,California,Colusa,95932,"39.273096, -122.050763",39.273096,-122.050763,"7,503",Q3,Yes,1,58,Offer B,Yes,18.43,Yes,Yes,Fiber Optic,10,Yes,Yes,No,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,89.85,5125.75,0,130,1068.94,6324.69,3,Stayed,No,0,58,5035,,,Yes
4868-AADLV,Male,77,No,Yes,Yes,Yes,2,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,"3,524",Q3,No,0,66,,Yes,3.27,Yes,Yes,Fiber Optic,10,Yes,Yes,Yes,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,116.25,7862.25,0,0,215.82,8078.07,3,Stayed,No,0,31,4578,,,Yes
3256-EZDBI,Male,71,No,Yes,Yes,No,0,United States,California,Greenville,95947,"40.160386, -120.835428",40.160386,-120.835428,"2,064",Q3,Yes,1,51,Offer B,No,0,No,Yes,DSL,21,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,29.45,1459.35,0,0,0,1459.35,4,Stayed,No,0,80,6285,,,Yes
4726-DLWQN,Male,69,No,Yes,No,No,0,United States,California,Live Oak,95953,"39.258746, -121.77697",39.258746,-121.77697,"8,695",Q3,No,0,50,Offer B,Yes,25.23,Yes,Yes,DSL,23,Yes,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.35,3454.6,0,100,1261.5,4816.1,3,Stayed,No,0,30,5596,,,No
3518-FSTWG,Male,67,No,Yes,Yes,No,0,United States,California,Paradise,95969,"39.69676, -121.644379",39.69676,-121.644379,"28,318",Q3,Yes,1,72,,Yes,17.71,Yes,Yes,Fiber Optic,4,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.55,7920.7,0,0,1275.12,9195.82,3,Stayed,No,0,59,4086,,,Yes
0230-UBYPQ,Male,76,No,Yes,Yes,No,0,United States,California,Hyampom,96046,"40.648024, -123.465088",40.648024,-123.465088,268,Q3,Yes,2,63,Offer B,No,0,No,Yes,DSL,7,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,36.1,2298.9,0,0,0,2298.9,3,Stayed,No,0,48,5089,,,Yes
1763-KUAAW,Female,77,No,Yes,No,No,0,United States,California,Junction City,96048,"40.913192, -123.06597",40.913192,-123.06597,734,Q3,No,0,18,Offer D,Yes,37.53,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.35,369.6,0,0,675.54,1045.14,4,Stayed,No,0,30,4713,,,No
1104-TNLZA,Male,67,No,Yes,Yes,No,0,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,482,Q3,Yes,8,28,Offer C,Yes,24.35,Yes,Yes,Fiber Optic,15,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.8,2998,0,0,681.8,3679.8,3,Stayed,No,0,73,4174,,,Yes
5195-KPUNQ,Female,72,No,Yes,No,No,0,United States,California,Lakehead,96051,"40.883853, -122.418258",40.883853,-122.418258,"1,236",Q3,No,0,53,Offer B,Yes,34.58,No,Yes,Fiber Optic,28,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,96.75,5206.55,0,0,1832.74,7039.29,4,Stayed,No,0,58,4766,,,No
3908-MKIMJ,Male,79,No,Yes,Yes,No,0,United States,California,Mount Shasta,96067,"41.33832, -122.290756",41.33832,-122.290756,"7,309",Q3,Yes,9,68,,No,0,No,Yes,Cable,28,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,41.95,2965.75,0,0,0,2965.75,3,Stayed,No,0,34,5607,,,Yes
6969-MVBAI,Female,66,No,Yes,No,No,0,United States,California,Davis Creek,96108,"41.750354, -120.403885",41.750354,-120.403885,104,Q3,No,0,9,Offer E,Yes,40,Yes,Yes,Fiber Optic,4,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.1,816.8,0,0,360,1176.8,5,Stayed,No,0,48,2893,,,No
2453-SAFNS,Female,68,No,Yes,No,No,0,United States,California,Likely,96116,"41.266008, -120.490731",41.266008,-120.490731,277,Q3,No,0,54,Offer B,Yes,45.43,Yes,Yes,Cable,2,No,Yes,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,72.1,3886.05,0,0,2453.22,6339.27,5,Stayed,No,0,47,4277,,,No
7426-GSWPO,Male,78,No,Yes,No,No,0,United States,California,Portola,96122,"39.786755, -120.445626",39.786755,-120.445626,"4,236",Q3,No,0,64,Offer B,Yes,19.2,Yes,Yes,Fiber Optic,18,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.5,6548.65,0,0,1228.8,7777.45,3,Stayed,No,0,63,5125,,,No
4909-JOUPP,Male,76,No,Yes,Yes,No,0,United States,California,Tahoma,96142,"39.061227, -120.179546",39.061227,-120.179546,"1,291",Q3,Yes,5,72,,Yes,27.74,Yes,Yes,Fiber Optic,3,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,109.7,7898.45,0,0,1997.28,9895.73,4,Stayed,No,0,32,4319,,,Yes
6437-UDQJM,Female,72,No,Yes,Yes,No,0,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,"47,487",Q3,Yes,5,72,,Yes,47.4,Yes,Yes,DSL,28,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,84.1,6129.65,0,0,3412.8,9542.45,3,Stayed,No,0,62,4999,,,Yes
1226-IENZN,Male,68,No,Yes,No,No,0,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,"44,150",Q3,No,0,16,Offer D,Yes,39.52,No,Yes,Fiber Optic,17,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,78.75,1218.25,0,0,632.32,1850.57,4,Stayed,No,0,74,4351,,,No
3411-WLRSQ,Female,80,No,Yes,Yes,No,0,United States,California,Los Angeles,90038,"34.088017, -118.327168",34.088017,-118.327168,"32,562",Q3,Yes,3,3,Offer E,Yes,39.51,No,Yes,Fiber Optic,17,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,74.6,239.05,0,30,118.53,387.58,5,Joined,No,0,57,3711,,,Yes
0822-QGCXA,Female,76,No,Yes,Yes,No,0,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,"21,728",Q3,Yes,5,27,Offer C,Yes,3.43,Yes,Yes,DSL,21,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,83.85,2310.2,0,0,92.61,2402.81,5,Stayed,No,0,35,5907,,,Yes
3588-WSTTJ,Female,78,No,Yes,No,No,0,United States,California,Los Angeles,90077,"34.102084, -118.451629",34.102084,-118.451629,"10,470",Q3,No,0,35,Offer C,Yes,31.64,Yes,Yes,Fiber Optic,7,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.05,3554.6,0,0,1107.4,4662,4,Stayed,No,0,63,3484,,,No
3798-EPWRR,Female,74,No,Yes,No,No,0,United States,California,Beverly Hills,90212,"34.062095, -118.401508",34.062095,-118.401508,"11,355",Q3,No,0,2,Offer E,Yes,19.09,No,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,43.95,85.1,0,0,38.18,123.28,5,Joined,No,0,55,4057,,,No
2452-MRMZF,Female,70,No,Yes,Yes,No,0,United States,California,Inglewood,90303,"33.936291, -118.332639",33.936291,-118.332639,"27,778",Q3,Yes,9,72,,Yes,8.48,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.7,1937.4,0,0,610.56,2547.96,3,Stayed,No,0,21,5079,,,Yes
4989-LIXVT,Male,66,No,Yes,No,No,0,United States,California,Santa Monica,90404,"34.026334, -118.474222",34.026334,-118.474222,"19,975",Q3,No,0,68,,Yes,19.67,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.9,6503.2,0,0,1337.56,7840.76,3,Stayed,No,0,68,5080,,,No
5481-NTDOH,Female,67,No,Yes,Yes,No,0,United States,California,Whittier,90603,"33.945318, -117.992066",33.945318,-117.992066,"19,109",Q3,Yes,8,67,,Yes,38.47,Yes,Yes,Fiber Optic,20,Yes,No,Yes,No,Yes,Yes,No,Yes,One Year,Yes,Credit Card,107.05,7142.5,0,0,2577.49,9719.99,3,Stayed,No,0,21,4126,,,Yes
0749-IRGQE,Female,68,No,Yes,Yes,No,0,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,"33,528",Q3,Yes,5,13,,No,0,No,Yes,DSL,9,No,No,No,No,Yes,Yes,No,Yes,Month-to-Month,No,Bank Withdrawal,45.3,528.45,0,0,0,528.45,4,Stayed,No,0,48,4118,,,Yes
1754-GKYPY,Male,65,No,Yes,Yes,No,0,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,"25,566",Q3,Yes,8,22,,Yes,22.38,No,Yes,Fiber Optic,14,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.75,1938.9,0,0,492.36,2431.26,3,Stayed,No,0,23,4180,,,Yes
1591-MQJTP,Male,76,No,Yes,Yes,No,0,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,"43,467",Q3,Yes,7,51,Offer B,Yes,2.21,Yes,Yes,Fiber Optic,10,Yes,No,Yes,No,No,Yes,No,Yes,One Year,Yes,Bank Withdrawal,93.65,4839.15,0,0,112.71,4951.86,4,Stayed,No,0,68,4163,,,Yes
7471-MQPOS,Male,74,No,Yes,Yes,Yes,3,United States,California,Long Beach,90808,"33.823943, -118.111335",33.823943,-118.111335,"37,417",Q3,Yes,1,71,,Yes,46.11,Yes,Yes,DSL,20,No,Yes,Yes,Yes,No,Yes,No,No,One Year,Yes,Bank Withdrawal,72.9,5139.65,0,20,3273.81,8433.46,4,Stayed,No,0,54,6404,,,Yes
3259-KNMRR,Male,72,No,Yes,No,No,0,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,"7,527",Q3,No,0,57,Offer B,Yes,9.1,Yes,Yes,DSL,16,No,Yes,Yes,No,Yes,Yes,No,Yes,Two Year,Yes,Bank Withdrawal,79.75,4438.2,0,0,518.7,4956.9,4,Stayed,No,0,79,5371,,,No
6120-RJKLU,Female,69,No,Yes,Yes,No,0,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,"10,558",Q3,Yes,9,62,Offer B,Yes,24.62,No,Yes,DSL,29,Yes,No,Yes,Yes,Yes,Yes,No,Yes,Two Year,Yes,Credit Card,79.95,4819.75,0,0,1526.44,6346.19,4,Stayed,No,0,54,6488,,,Yes
4323-OHFOW,Female,72,No,Yes,Yes,No,0,United States,California,Newhall,91321,"34.370378, -118.504118",34.370378,-118.504118,"30,742",Q3,Yes,1,70,,Yes,33.74,Yes,Yes,Fiber Optic,24,No,Yes,No,Yes,Yes,Yes,No,Yes,One Year,Yes,Bank Withdrawal,105.55,7195.35,0,0,2361.8,9557.15,4,Stayed,No,0,51,4605,,,Yes
6563-VNPMN,Female,80,No,Yes,No,No,0,United States,California,Sylmar,91342,"34.321621, -118.399841",34.321621,-118.399841,"81,986",Q3,No,0,45,,Yes,4.14,No,Yes,Fiber Optic,20,Yes,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,85.7,3778.1,0,50,186.3,4014.4,4,Stayed,No,0,44,5397,,,No
2267-WTPYD,Female,77,No,Yes,Yes,No,0,United States,California,Granada Hills,91344,"34.291273, -118.505104",34.291273,-118.505104,"48,867",Q3,Yes,1,57,,Yes,23.05,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,No,Yes,No,Yes,Month-to-Month,No,Credit Card,94,5438.95,0,0,1313.85,6752.8,5,Stayed,No,0,49,6015,,,Yes
9129-UXERG,Female,65,No,Yes,No,No,0,United States,California,Van Nuys,91405,"34.202494, -118.448048",34.202494,-118.448048,"51,348",Q3,No,0,18,,Yes,1.27,Yes,Yes,Fiber Optic,3,No,Yes,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,103.6,1806.35,0,10,22.86,1839.21,4,Stayed,No,0,73,2094,,,No
6229-LSCKB,Male,69,No,Yes,No,No,0,United States,California,Encino,91436,"34.152875, -118.486056",34.152875,-118.486056,"13,129",Q3,No,0,6,Offer E,Yes,48.32,No,Yes,Fiber Optic,11,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.7,497.6,0,0,289.92,787.52,5,Stayed,No,0,44,2893,,,No
6127-IYJOZ,Male,71,No,Yes,No,No,0,United States,California,Studio City,91604,"34.139082, -118.39275",34.139082,-118.39275,"26,157",Q3,No,0,1,,Yes,40.38,No,Yes,DSL,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.85,45.85,0,0,40.38,86.23,5,Joined,No,0,56,5715,,,No
8065-QBYTO,Female,68,No,Yes,No,No,0,United States,California,Pomona,91768,"34.067932, -117.785168",34.067932,-117.785168,"36,057",Q3,No,0,71,Offer A,Yes,3.91,Yes,Yes,Fiber Optic,12,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,99.65,7181.25,0,0,277.61,7458.86,4,Stayed,No,0,63,5448,,,No
7921-LMDFQ,Male,69,No,Yes,No,No,0,United States,California,Chula Vista,91910,"32.636792, -117.054989",32.636792,-117.054989,"74,025",Q3,No,0,51,,Yes,4.14,No,Yes,Fiber Optic,21,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94,4905.75,0,0,211.14,5116.89,4,Stayed,No,0,77,6034,,,No
5820-PTRYM,Female,75,No,Yes,Yes,No,0,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,"12,884",Q3,Yes,1,56,,Yes,26.82,Yes,Yes,Cable,18,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,68.45,4014,0,0,1501.92,5515.92,4,Stayed,No,0,79,4368,,,Yes
6211-WHMYA,Female,77,No,Yes,No,No,0,United States,California,Chula Vista,91915,"32.605012, -116.97595",32.605012,-116.97595,"9,278",Q3,No,0,64,,No,0,No,Yes,DSL,21,No,Yes,No,Yes,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,43.85,2751,0,30,0,2781,5,Stayed,No,0,46,6055,,,No
3454-JFUBC,Male,66,No,Yes,No,No,0,United States,California,Pala,92059,"33.384345, -117.072619",33.384345,-117.072619,"1,831",Q3,No,0,68,Offer A,Yes,10.48,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20,1396,0,0,712.64,2108.64,5,Stayed,No,0,55,6136,,,No
2451-YMUXS,Male,79,No,Yes,No,No,0,United States,California,Vista,92084,"33.22784, -117.200024",33.22784,-117.200024,"44,692",Q3,No,0,67,Offer A,Yes,28.88,Yes,Yes,DSL,11,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,64.55,4250.1,0,0,1934.96,6185.06,3,Stayed,No,0,67,4494,,,No
4690-PKDQG,Female,66,No,Yes,Yes,No,0,United States,California,San Diego,92102,"32.716007, -117.117462",32.716007,-117.117462,"47,140",Q3,Yes,3,42,,Yes,22.89,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.55,3930.6,0,0,961.38,4891.98,3,Stayed,No,0,26,4121,,,Yes
7789-CRUVC,Female,77,No,Yes,Yes,No,0,United States,California,San Diego,92107,"32.741852, -117.243453",32.741852,-117.243453,"27,959",Q3,Yes,1,61,,Yes,33.75,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,94.2,5895.45,0,0,2058.75,7954.2,3,Stayed,No,0,76,5274,,,Yes
9972-VAFJJ,Female,77,No,Yes,Yes,No,0,United States,California,San Diego,92116,"32.765299, -117.122565",32.765299,-117.122565,"33,083",Q3,Yes,1,53,,Yes,47.64,No,Yes,Fiber Optic,25,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,94,4871.45,0,0,2524.92,7396.37,3,Stayed,No,0,73,6355,,,Yes
5981-ZVXOT,Female,72,No,Yes,No,No,0,United States,California,San Diego,92131,"32.89325, -117.087091",32.89325,-117.087091,"29,283",Q3,No,0,35,Offer C,Yes,10.73,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,108.35,3726.15,0,0,375.55,4101.7,3,Stayed,No,0,50,5139,,,No
2274-XUATA,Male,78,No,Yes,Yes,No,0,United States,California,Earp,92242,"34.137742, -114.36514",34.137742,-114.36514,"1,564",Q3,Yes,8,72,Offer A,No,0,No,Yes,Cable,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,63.1,4685.55,0,0,0,4685.55,3,Stayed,No,0,56,4933,,,Yes
0666-UXTJO,Male,80,No,Yes,Yes,No,0,United States,California,Morongo Valley,92256,"34.097863, -116.594561",34.097863,-116.594561,"3,499",Q3,Yes,4,34,Offer C,Yes,29.66,No,Yes,Fiber Optic,29,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,85.2,2874.45,0,0,1008.44,3882.89,5,Stayed,No,0,27,5393,,,Yes
1035-IPQPU,Female,77,No,Yes,Yes,No,0,United States,California,Parker Dam,92267,"34.273872, -114.192901",34.273872,-114.192901,131,Q3,Yes,2,63,,Yes,18.14,Yes,Yes,Fiber Optic,2,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.5,6479.4,0,0,1142.82,7622.22,4,Stayed,No,0,53,5187,,,Yes
2235-DWLJU,Female,75,No,Yes,No,No,0,United States,California,Thousand Palms,92276,"33.849263, -116.382778",33.849263,-116.382778,"6,242",Q3,No,0,6,,No,0,No,Yes,DSL,24,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,44.4,263.05,0,0,0,263.05,5,Stayed,No,0,71,4611,,,No
3605-JISKB,Male,67,No,Yes,Yes,No,0,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,"14,104",Q3,Yes,2,55,,Yes,9.08,Yes,Yes,Cable,23,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,60,3316.1,0,0,499.4,3815.5,4,Stayed,No,0,71,4212,,,Yes
3668-QPYBK,Male,37,No,No,No,No,0,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,"58,198",Q3,No,0,2,,Yes,10.47,No,Yes,DSL,21,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,53.85,108.15,0,0,20.94,129.09,1,Churned,Yes,1,86,3239,Competitor,Competitor made better offer,No
9237-HQITU,Female,19,Yes,No,No,Yes,2,United States,California,Los Angeles,90005,"34.059281, -118.30742",34.059281,-118.30742,"43,019",Q3,No,0,2,,Yes,9.12,No,Yes,Fiber Optic,51,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.7,151.65,0,0,18.24,169.89,2,Churned,Yes,1,67,2701,Other,Moved,No
9305-CDSKC,Female,31,No,No,No,Yes,2,United States,California,Los Angeles,90006,"34.048013, -118.293953",34.048013,-118.293953,"62,784",Q3,No,0,8,,Yes,12.15,Yes,Yes,Cable,26,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.65,820.5,0,0,97.2,917.7,3,Churned,Yes,1,86,5372,Other,Moved,No
7892-POOKP,Female,23,Yes,No,Yes,Yes,3,United States,California,Los Angeles,90010,"34.062125, -118.315709",34.062125,-118.315709,"1,957",Q3,No,0,28,Offer C,Yes,4.89,Yes,Yes,Fiber Optic,47,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.8,3046.05,0,0,136.92,3182.97,3,Churned,Yes,1,84,5003,Other,Moved,Yes
0280-XJGEX,Male,38,No,No,No,Yes,1,United States,California,Los Angeles,90015,"34.039224, -118.266293",34.039224,-118.266293,"15,140",Q3,No,0,49,,Yes,44.33,Yes,Yes,Fiber Optic,11,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.7,5036.3,0,0,2172.17,7208.47,1,Churned,Yes,1,89,5340,Competitor,Competitor had better devices,No
4190-MFLUW,Female,21,Yes,No,Yes,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,Yes,6,10,,Yes,9.41,No,Yes,Cable,69,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,55.2,528.35,0,0,94.1,622.45,1,Churned,Yes,1,78,5925,Competitor,Competitor made better offer,Yes
1066-JKSGK,Male,29,Yes,No,No,No,0,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,"44,150",Q3,No,0,1,,Yes,33.58,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.15,20.15,0,0,33.58,53.73,1,Churned,Yes,1,92,4832,Competitor,Competitor made better offer,No
6467-CHFZW,Male,61,No,No,Yes,Yes,1,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,"30,568",Q3,Yes,1,47,,Yes,31.35,Yes,Yes,Fiber Optic,16,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.35,4749.15,0,0,1473.45,6222.6,1,Churned,Yes,1,77,5789,Competitor,Competitor had better devices,Yes
8665-UTDHZ,Male,27,Yes,No,Yes,No,0,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,"41,713",Q3,Yes,1,1,,No,0,No,Yes,DSL,58,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,30.2,30.2,0,0,0,30.2,1,Churned,Yes,1,90,2915,Competitor,Competitor had better devices,Yes
8773-HHUOZ,Female,20,Yes,No,No,No,0,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,"46,960",Q3,No,0,17,,Yes,40.55,No,Yes,Cable,41,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,64.7,1093.1,0,0,689.35,1782.45,1,Churned,Yes,1,74,3022,Competitor,Competitor offered higher download speeds,No
6047-YHPVI,Male,56,No,No,No,Yes,3,United States,California,Los Angeles,90039,"34.110845, -118.259595",34.110845,-118.259595,"29,310",Q3,No,0,5,,Yes,12.6,No,Yes,Fiber Optic,58,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.7,316.9,0,0,63,379.9,1,Churned,Yes,1,66,2454,Competitor,Competitor had better devices,No
5380-WJKOV,Male,51,No,No,No,Yes,1,United States,California,Los Angeles,90041,"34.137412, -118.207607",34.137412,-118.207607,"27,866",Q3,No,0,34,Offer C,Yes,21.69,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.35,3549.25,0,0,737.46,4286.71,2,Churned,Yes,1,65,2941,Competitor,Competitor offered higher download speeds,No
8168-UQWWF,Female,48,No,No,No,Yes,2,United States,California,Los Angeles,90042,"34.11572, -118.192754",34.11572,-118.192754,"64,672",Q3,No,0,11,,Yes,27.57,Yes,Yes,Cable,18,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.85,1105.4,0,0,303.27,1408.67,3,Churned,Yes,1,70,5674,Competitor,Competitor offered more data,No
7760-OYPDY,Female,32,No,No,No,Yes,2,United States,California,Los Angeles,90056,"33.987945, -118.370442",33.987945,-118.370442,"8,115",Q3,No,0,2,,Yes,5.85,No,Yes,Fiber Optic,19,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.65,144.15,0,20,11.7,175.85,1,Churned,Yes,1,90,5586,Competitor,Competitor had better devices,No
9420-LOJKX,Female,34,No,No,No,Yes,1,United States,California,Los Angeles,90061,"33.92128, -118.274186",33.92128,-118.274186,"24,511",Q3,No,0,15,,Yes,3.96,No,Yes,Fiber Optic,20,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.1,1426.4,0,0,59.4,1485.8,1,Churned,Yes,1,82,2966,Competitor,Competitor offered more data,No
5698-BQJOH,Female,41,No,No,No,Yes,2,United States,California,Beverly Hills,90211,"34.063947, -118.383001",34.063947,-118.383001,"8,321",Q3,No,0,9,,Yes,27.21,Yes,Yes,Fiber Optic,29,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,94.4,857.25,0,0,244.89,1102.14,3,Churned,Yes,1,96,5571,Price,Price too high,No
5919-TMRGD,Female,32,No,No,No,Yes,3,United States,California,Huntington Park,90255,"33.97803, -118.217141",33.97803,-118.217141,"78,114",Q3,No,0,1,,Yes,13.13,No,Yes,Fiber Optic,57,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.35,79.35,0,0,13.13,92.48,1,Churned,Yes,1,87,2483,Competitor,Competitor had better devices,No
9191-MYQKX,Female,34,No,No,Yes,Yes,5,United States,California,Lynwood,90262,"33.923573, -118.200669",33.923573,-118.200669,"69,850",Q3,Yes,1,7,,Yes,8.69,No,Yes,Fiber Optic,53,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.15,496.9,0,0,60.83,557.73,1,Churned,Yes,1,70,3457,Dissatisfaction,Service dissatisfaction,Yes
8637-XJIVR,Female,34,No,No,No,Yes,3,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,"18,058",Q3,No,0,12,,Yes,25.34,Yes,Yes,Fiber Optic,56,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,78.95,927.35,0,80,304.08,1311.43,1,Churned,Yes,1,86,5806,Attitude,Attitude of support person,No
0278-YXOOG,Male,30,No,No,No,No,0,United States,California,Inglewood,90301,"33.956445, -118.358634",33.956445,-118.358634,"37,527",Q3,No,0,5,Offer E,Yes,34.26,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,21.05,113.85,0,0,171.3,285.15,3,Churned,Yes,1,66,2604,Attitude,Attitude of support person,No
3192-NQECA,Male,26,Yes,No,Yes,No,0,United States,California,Santa Monica,90403,"34.031529, -118.491156",34.031529,-118.491156,"23,559",Q3,Yes,4,68,Offer A,Yes,14.79,Yes,Yes,Fiber Optic,47,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110,7611.85,0,0,1005.72,8617.57,2,Churned,Yes,1,86,5034,Competitor,Competitor had better devices,Yes
0486-HECZI,Male,37,No,No,Yes,Yes,1,United States,California,Torrance,90504,"33.867257, -118.330794",33.867257,-118.330794,"31,678",Q3,No,0,55,,Yes,49.06,Yes,Yes,Fiber Optic,27,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.75,5238.9,0,0,2698.3,7937.2,1,Churned,Yes,1,75,5154,Price,Long distance charges,Yes
5299-RULOA,Female,62,No,No,Yes,Yes,2,United States,California,Whittier,90606,"33.976678, -118.065875",33.976678,-118.065875,"32,148",Q3,Yes,1,10,,Yes,24.48,Yes,Yes,Fiber Optic,30,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.25,1064.65,0,0,244.8,1309.45,2,Churned,Yes,1,87,5998,Price,Price too high,Yes
0404-SWRVG,Male,21,Yes,No,No,Yes,2,United States,California,La Habra,90631,"33.940619, -117.9513",33.940619,-117.9513,"67,354",Q3,No,0,3,Offer E,Yes,14.6,Yes,Yes,Fiber Optic,71,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.4,229.55,8.74,0,43.8,264.61,1,Churned,Yes,1,76,4415,Dissatisfaction,Product dissatisfaction,No
6207-WIOLX,Female,27,Yes,No,Yes,No,0,United States,California,Avalon,90704,"33.391181, -118.421305",33.391181,-118.421305,"3,699",Q3,Yes,6,25,Offer C,No,0,No,Yes,DSL,48,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,58.6,1502.65,4.48,0,0,1498.17,1,Churned,Yes,1,91,4190,Attitude,Attitude of support person,Yes
3091-FYHKI,Male,64,No,No,No,No,0,United States,California,Harbor City,90710,"33.798266, -118.300237",33.798266,-118.300237,"24,660",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,35.45,35.45,0,0,0,35.45,3,Churned,Yes,1,80,2301,Dissatisfaction,Network reliability,No
2372-HWUHI,Male,45,No,No,No,No,0,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,No,0,2,Offer E,Yes,46.84,No,Yes,DSL,3,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.35,81.25,0,0,93.68,174.93,3,Churned,Yes,1,76,2570,Other,Don't know,No
4080-OGPJL,Female,53,No,No,No,No,0,United States,California,San Pedro,90731,"33.736387, -118.284363",33.736387,-118.284363,"58,639",Q3,No,0,8,Offer E,Yes,48.14,Yes,Yes,DSL,18,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,71.15,563.65,0,0,385.12,948.77,1,Churned,Yes,1,66,2662,Other,Don't know,No
2135-RXIHG,Male,63,No,No,No,No,0,United States,California,Carson,90745,"33.822295, -118.26411",33.822295,-118.26411,"55,486",Q3,No,0,1,Offer E,Yes,14.12,No,Yes,Cable,24,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.65,45.65,0,0,14.12,59.77,1,Churned,Yes,1,73,2600,Competitor,Competitor had better devices,No
3874-EQOEP,Male,32,No,No,No,Yes,4,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,"43,467",Q3,No,0,7,Offer E,Yes,20.52,Yes,Yes,Cable,28,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,No,Credit Card,95,655.5,36.6,10,143.64,772.54,1,Churned,Yes,1,94,2786,Competitor,Competitor had better devices,No
0867-MKZVY,Female,26,Yes,No,Yes,Yes,1,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,"36,243",Q3,Yes,5,20,,Yes,36.6,Yes,Yes,Fiber Optic,51,Yes,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,82.4,1592.35,33.43,0,732,2290.92,1,Churned,Yes,1,86,5719,Price,Price too high,Yes
3376-BMGFE,Female,42,No,No,No,Yes,1,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,"41,067",Q3,No,0,4,Offer E,Yes,33.5,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.9,273,8.74,0,134,398.26,1,Churned,Yes,1,75,4287,Dissatisfaction,Product dissatisfaction,No
1875-QIVME,Female,26,Yes,No,Yes,Yes,3,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,"26,753",Q3,Yes,1,2,Offer E,Yes,11.51,Yes,Yes,Fiber Optic,53,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.4,242.8,45.44,0,23.02,220.38,3,Churned,Yes,1,83,4690,Attitude,Attitude of support person,Yes
0691-JVSYA,Female,24,Yes,No,Yes,No,0,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,"27,891",Q3,Yes,5,53,,Yes,40.62,No,Yes,Fiber Optic,73,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94.85,5000.2,18.55,0,2152.86,7134.51,1,Churned,Yes,1,80,4328,Competitor,Competitor had better devices,Yes
6317-YPKDH,Female,54,No,No,No,No,0,United States,California,Glendale,91202,"34.167926, -118.267539",34.167926,-118.267539,"21,990",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,29.95,29.95,0,0,0,29.95,1,Churned,Yes,1,95,4534,Competitor,Competitor had better devices,No
9367-WXLCH,Male,51,No,No,No,Yes,2,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,"17,015",Q3,No,0,8,Offer E,Yes,25.73,Yes,Yes,Fiber Optic,19,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.5,662.65,33.21,0,205.84,835.28,2,Churned,Yes,1,86,2152,Price,Extra data charges,No
1918-ZBFQJ,Female,48,No,No,No,Yes,3,United States,California,Glendale,91206,"34.162515, -118.203869",34.162515,-118.203869,"31,297",Q3,No,0,13,,Yes,33.54,No,Yes,Fiber Optic,76,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.25,1111.65,48.25,0,436.02,1499.42,1,Churned,Yes,1,73,5142,Competitor,Competitor had better devices,No
1024-GUALD,Female,29,Yes,No,Yes,No,0,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,"9,864",Q3,Yes,4,1,Offer E,No,0,No,Yes,DSL,29,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,24.8,24.8,0,0,0,24.8,1,Churned,Yes,1,94,4851,Dissatisfaction,Product dissatisfaction,Yes
2472-OVKUP,Male,39,No,No,Yes,Yes,2,United States,California,Canoga Park,91304,"34.224377, -118.632656",34.224377,-118.632656,"49,242",Q3,Yes,5,6,,Yes,42.08,No,Yes,Fiber Optic,29,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,91,531,0,0,252.48,783.48,2,Churned,Yes,1,94,2283,Dissatisfaction,Service dissatisfaction,Yes
1285-OKIPP,Male,62,No,No,No,Yes,3,United States,California,Mission Hills,91345,"34.266389, -118.459744",34.266389,-118.459744,"17,112",Q3,No,0,1,,Yes,23.2,No,Yes,Fiber Optic,21,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,79.9,79.9,0,0,23.2,103.1,2,Churned,Yes,1,91,3394,Attitude,Attitude of support person,No
7825-ECJRF,Female,43,No,No,No,Yes,1,United States,California,Santa Clarita,91350,"34.502432, -118.41459",34.502432,-118.41459,"40,077",Q3,No,0,19,,Yes,28.35,No,Yes,Fiber Optic,19,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,106.6,1934.45,21.72,40,538.65,2491.38,1,Churned,Yes,1,71,3764,Dissatisfaction,Network reliability,No
7841-TZDMQ,Male,19,Yes,No,No,No,0,United States,California,Sun Valley,91352,"34.231053, -118.338307",34.231053,-118.338307,"46,639",Q3,No,0,2,,Yes,49.81,No,Yes,DSL,41,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,46,84.5,0,0,99.62,184.12,3,Churned,Yes,1,76,2667,Other,Don't know,No
9408-SSNVZ,Female,39,No,No,No,Yes,2,United States,California,Stevenson Ranch,91381,"34.364153, -118.615583",34.364153,-118.615583,"9,937",Q3,No,0,4,,Yes,29.4,No,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.15,268.35,21.69,0,117.6,364.26,2,Churned,Yes,1,67,2227,Other,Don't know,No
0742-MOABM,Male,50,No,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,2,4,,Yes,9.67,No,Yes,Cable,22,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,50.05,179.35,0,0,38.68,218.03,2,Churned,Yes,1,82,3394,Competitor,Competitor made better offer,Yes
2232-DMLXU,Female,22,Yes,No,Yes,No,0,United States,California,Van Nuys,91411,"34.17847, -118.459472",34.17847,-118.459472,"23,646",Q3,No,0,1,,Yes,35.6,No,Yes,DSL,58,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,No,Credit Card,55.2,55.2,0,0,35.6,90.8,2,Churned,Yes,1,81,3638,Dissatisfaction,Poor expertise of online support,Yes
8937-RDTHP,Male,40,No,No,No,Yes,1,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,"25,882",Q3,No,0,1,,Yes,26.85,No,Yes,Fiber Optic,11,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,84.6,84.6,0,0,26.85,111.45,2,Churned,Yes,1,66,2484,Dissatisfaction,Poor expertise of phone support,No
1251-KRREG,Male,22,Yes,No,No,No,0,United States,California,North Hollywood,91601,"34.1692, -118.372498",34.1692,-118.372498,"36,625",Q3,No,0,2,,Yes,44.31,Yes,Yes,DSL,73,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,54.4,114.1,0,0,88.62,202.72,3,Churned,Yes,1,81,2556,Price,Price too high,No
0322-YINQP,Male,37,No,No,No,No,0,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,"17,554",Q3,No,0,1,,Yes,11.35,No,Yes,DSL,9,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.55,48.55,0,0,11.35,59.9,1,Churned,Yes,1,77,5687,Attitude,Attitude of support person,No
4629-NRXKX,Female,47,No,No,Yes,No,0,United States,California,El Monte,91731,"34.079934, -118.046695",34.079934,-118.046695,"30,211",Q3,Yes,1,2,,Yes,46.23,No,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.4,147.15,0,0,92.46,239.61,1,Churned,Yes,1,75,5687,Dissatisfaction,Network reliability,Yes
4959-JOSRX,Female,41,No,No,Yes,No,0,United States,California,La Puente,91744,"34.031441, -117.936436",34.031441,-117.936436,"84,965",Q3,Yes,3,2,Offer E,Yes,30.19,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.6,80.55,0,0,60.38,140.93,2,Churned,Yes,1,91,4884,Price,Lack of affordable download/upload speed,Yes
6323-AYBRX,Male,51,No,No,No,No,0,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,"54,254",Q3,No,0,59,,Yes,26.63,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.35,1099.6,14.22,0,1571.17,2656.55,3,Churned,Yes,1,83,5084,Price,Price too high,No
6366-ZGQGL,Male,60,No,No,No,No,0,United States,California,Pomona,91766,"34.042286, -117.756106",34.042286,-117.756106,"69,974",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,29,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,24.8,24.8,0,0,0,24.8,2,Churned,Yes,1,73,5087,Dissatisfaction,Service dissatisfaction,No
5940-AHUHD,Male,30,No,No,No,No,0,United States,California,Pomona,91768,"34.067932, -117.785168",34.067932,-117.785168,"36,057",Q3,No,0,1,Offer E,Yes,44.59,No,Yes,Fiber Optic,41,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,70.6,70.6,0,0,44.59,115.19,2,Churned,Yes,1,69,3338,Attitude,Attitude of support person,No
6432-TWQLB,Male,51,No,No,Yes,No,0,United States,California,Rosemead,91770,"34.065108, -118.082791",34.065108,-118.082791,"61,623",Q3,Yes,1,5,Offer E,Yes,42.29,Yes,Yes,Fiber Optic,16,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.4,401.1,45.37,0,211.45,567.18,3,Churned,Yes,1,80,3676,Dissatisfaction,Network reliability,Yes
4484-GLZOU,Female,20,Yes,No,Yes,No,0,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,Yes,6,52,,Yes,10.59,Yes,Yes,Fiber Optic,48,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.05,5624.85,27.6,0,550.68,6147.93,2,Churned,Yes,1,65,4839,Other,Don't know,Yes
9512-UIBFX,Male,52,No,No,Yes,No,0,United States,California,West Covina,91791,"34.061634, -117.893169",34.061634,-117.893169,"30,458",Q3,Yes,6,18,,Yes,1.51,No,Yes,Fiber Optic,28,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,95.15,1779.95,10.17,0,27.18,1796.96,3,Churned,Yes,1,68,4643,Other,Don't know,Yes
5583-SXDAG,Male,41,No,No,Yes,No,0,United States,California,Alhambra,91803,"34.074736, -118.145959",34.074736,-118.145959,"30,635",Q3,Yes,1,1,Offer E,Yes,19.15,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,70,70,0,10,19.15,99.15,3,Churned,Yes,1,90,4094,Other,Don't know,Yes
3580-REOAC,Male,34,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209753",32.85723,-117.209774,"34,902",Q3,No,0,10,,Yes,49.58,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.85,435.4,0,0,495.8,931.2,2,Churned,Yes,1,83,4061,Competitor,Competitor made better offer,No
6390-DSAZX,Female,21,Yes,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209755",32.85723,-117.209774,"34,902",Q3,No,0,1,,Yes,6.19,No,Yes,Fiber Optic,52,Yes,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,73.6,73.6,0,0,6.19,79.79,1,Churned,Yes,1,80,2565,Competitor,Competitor made better offer,No
7563-BIUPC,Male,30,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209758",32.85723,-117.209774,"34,902",Q3,No,0,5,Offer E,Yes,5.78,No,Yes,Fiber Optic,52,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.6,415.55,36.44,40,28.9,448.01,2,Churned,Yes,1,69,5715,Competitor,Competitor made better offer,No
2321-OMBXY,Female,55,No,No,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209759",32.85723,-117.209774,"34,902",Q3,Yes,1,38,Offer C,Yes,42.14,No,Yes,DSL,19,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,80.3,3058.65,0,0,1601.32,4659.97,1,Churned,Yes,1,81,2071,Other,Don't know,Yes
0122-OAHPZ,Female,29,Yes,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209763",32.85723,-117.209774,"34,902",Q3,No,0,7,,Yes,28.62,Yes,Yes,Fiber Optic,26,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,73.85,511.25,13.03,0,200.34,698.56,3,Churned,Yes,1,67,2473,Competitor,Competitor made better offer,No
2868-SNELZ,Female,54,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209764",32.85723,-117.209774,"34,902",Q3,No,0,2,,Yes,5.32,Yes,Yes,Fiber Optic,20,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,80.6,155.8,0,0,10.64,166.44,1,Churned,Yes,1,92,2683,Competitor,Competitor made better offer,No
4322-RCYMT,Male,63,No,No,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209765",32.85723,-117.209774,"34,902",Q3,Yes,1,68,Offer A,Yes,29.18,Yes,Yes,DSL,18,No,Yes,Yes,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,75.8,5293.95,0,90,1984.24,7368.19,3,Churned,Yes,1,81,4903,Competitor,Competitor made better offer,Yes
6680-NENYN,Female,24,Yes,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209766",32.85723,-117.209774,"34,902",Q3,No,0,43,,Yes,12.88,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.6,4759.85,0,0,553.84,5313.69,1,Churned,Yes,1,91,5250,Competitor,Competitor made better offer,No
1343-EHPYB,Male,61,No,No,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209767",32.85723,-117.209774,"34,902",Q3,Yes,2,63,,Yes,48.95,Yes,Yes,Fiber Optic,13,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.4,6603,0,0,3083.85,9686.85,2,Churned,Yes,1,91,4352,Competitor,Competitor made better offer,Yes
2034-GDRCN,Female,47,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209768",32.85723,-117.209774,"34,902",Q3,No,0,2,Offer E,Yes,10.53,No,Yes,Fiber Optic,8,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.4,168.2,0,0,21.06,189.26,3,Churned,Yes,1,76,4157,Other,Don't know,No
0219-YTZUE,Male,26,Yes,No,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209769",32.85723,-117.209774,"34,902",Q3,Yes,5,4,Offer E,Yes,28.77,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.8,371.9,0,0,115.08,486.98,3,Churned,Yes,1,73,4939,Competitor,Competitor made better offer,Yes
4572-DVCGN,Female,40,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209771",32.85723,-117.209774,"34,902",Q3,No,0,10,,Yes,27.1,No,Yes,Fiber Optic,11,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.25,846,0,0,271,1117,3,Churned,Yes,1,85,3598,Competitor,Competitor made better offer,No
1010-DIAUQ,Male,54,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209773",32.85723,-117.209774,"34,902",Q3,No,0,5,Offer E,Yes,20.86,No,Yes,Fiber Optic,8,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,96.5,492.55,0,0,104.3,596.85,3,Churned,Yes,1,91,5383,Competitor,Competitor made better offer,No
0259-GBZSH,Male,22,Yes,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,"34,902",Q3,No,0,2,Offer E,Yes,40.43,Yes,Yes,Cable,27,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.65,181.5,0,0,80.86,262.36,1,Churned,Yes,1,73,3878,Competitor,Competitor made better offer,No
9601-BRXPO,Female,48,No,No,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209775",32.85723,-117.209774,"34,902",Q3,Yes,1,25,Offer C,Yes,8.91,Yes,Yes,Fiber Optic,10,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.95,2566.5,0,0,222.75,2789.25,3,Churned,Yes,1,66,3642,Competitor,Competitor made better offer,Yes
6905-NIQIN,Male,26,Yes,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209776",32.85723,-117.209774,"34,902",Q3,No,0,1,Offer E,Yes,14.78,No,Yes,DSL,59,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,50.65,50.65,0,0,14.78,65.43,1,Churned,Yes,1,76,2431,Competitor,Competitor made better offer,No
5167-ZFFMM,Male,64,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209777",32.85723,-117.209774,"34,902",Q3,No,0,1,Offer E,Yes,8.56,Yes,Yes,Fiber Optic,24,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,90.85,90.85,0,0,8.56,99.41,3,Churned,Yes,1,81,3424,Competitor,Competitor made better offer,No
6599-CEBNN,Female,63,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209780",32.85723,-117.209774,"34,902",Q3,No,0,34,Offer C,Yes,1.55,No,Yes,Fiber Optic,14,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.95,2524.45,0,0,52.7,2577.15,3,Churned,Yes,1,94,5795,Competitor,Competitor made better offer,No
0979-PHULV,Male,30,No,No,Yes,No,0,United States,California,San Diego,92122,"32.85723, -117.209781",32.85723,-117.209774,"34,902",Q3,Yes,2,69,Offer A,Yes,48.8,Yes,Yes,Fiber Optic,26,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.45,7007.6,0,0,3367.2,10374.8,3,Churned,Yes,1,80,4020,Competitor,Competitor made better offer,Yes
4800-VHZKI,Female,59,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209782",32.85723,-117.209774,"34,902",Q3,No,0,1,Offer E,Yes,36.63,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.9,19.9,0,0,36.63,56.53,3,Churned,Yes,1,92,3351,Competitor,Competitor made better offer,No
7989-CHGTL,Male,52,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209783",32.85723,-117.209774,"34,902",Q3,No,0,1,Offer E,Yes,14.17,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.6,19.6,0,0,14.17,33.77,1,Churned,Yes,1,95,3448,Competitor,Competitor made better offer,No
0578-SKVMF,Female,23,Yes,No,Yes,No,0,United States,California,Seeley,92273,"32.790282, -115.689559",32.790282,-115.689559,"1,632",Q3,Yes,4,22,,Yes,4.01,No,Yes,Cable,53,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,83.3,1845.9,0,0,88.22,1934.12,1,Churned,Yes,1,88,3804,Competitor,Competitor had better devices,Yes
9063-ZGTUY,Female,22,Yes,No,Yes,No,0,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,"18,980",Q3,Yes,3,61,,Yes,46.27,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.4,1182.55,0,0,2822.47,4005.02,3,Churned,Yes,1,82,4221,Price,Long distance charges,Yes
2957-LOLHO,Male,49,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,12,,Yes,11.12,No,Yes,DSL,14,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.4,518.9,0,0,133.44,652.34,3,Churned,Yes,1,68,2887,Competitor,Competitor made better offer,No
7752-XUSCI,Female,20,Yes,No,No,No,0,United States,California,Crestline,92325,"34.248061, -117.29028",34.248061,-117.29028,"10,484",Q3,No,0,60,,Yes,10.7,Yes,Yes,Fiber Optic,71,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.9,6396.45,0,0,642,7038.45,2,Churned,Yes,1,84,4105,Other,Don't know,No
4110-PFEUZ,Female,54,No,No,No,No,0,United States,California,Daggett,92327,"34.875144, -116.821698",34.875144,-116.821698,678,Q3,No,0,1,Offer E,Yes,29.78,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,69.55,69.55,0,0,29.78,99.33,1,Churned,Yes,1,73,2792,Competitor,Competitor had better devices,No
0256-LTHVJ,Female,58,No,No,Yes,No,0,United States,California,Ludlow,92338,"34.702766, -116.093376",34.702766,-116.093376,23,Q3,Yes,1,28,Offer C,Yes,16.85,No,Yes,Fiber Optic,13,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,81.05,2227.1,0,0,471.8,2698.9,1,Churned,Yes,1,91,5201,Competitor,Competitor had better devices,Yes
0880-TKATG,Male,21,Yes,No,Yes,No,0,United States,California,Lucerne Valley,92356,"34.508417, -116.856103",34.508417,-116.856103,"5,256",Q3,Yes,3,4,Offer E,Yes,9.56,Yes,Yes,Fiber Optic,48,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,101.15,385.9,0,0,38.24,424.14,1,Churned,Yes,1,84,4417,Competitor,Competitor had better devices,Yes
3811-VBYBZ,Male,61,No,No,No,No,0,United States,California,Lytle Creek,92358,"34.238162, -117.534306",34.238162,-117.534306,"1,090",Q3,No,0,7,,Yes,47.03,Yes,Yes,Fiber Optic,2,No,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,99.8,673.25,0,10,329.21,1012.46,1,Churned,Yes,1,91,2031,Competitor,Competitor had better devices,No
4640-UHDOS,Female,60,No,No,Yes,No,0,United States,California,Phelan,92371,"34.441123, -117.537886",34.441123,-117.537886,"12,463",Q3,Yes,3,13,Offer D,Yes,19.05,No,Yes,DSL,27,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,55.95,734.35,0,0,247.65,982,1,Churned,Yes,1,91,4498,Competitor,Competitor had better devices,Yes
3583-EKAPL,Male,25,Yes,No,No,No,0,United States,California,Redlands,92373,"34.003243, -117.138286",34.003243,-117.138286,"31,230",Q3,No,0,1,,Yes,47.22,No,Yes,Cable,53,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55,55,0,0,47.22,102.22,1,Churned,Yes,1,71,4877,Competitor,Competitor had better devices,No
9399-APLBT,Female,52,No,No,Yes,No,0,United States,California,Rialto,92377,"34.156758, -117.404686",34.156758,-117.404686,"18,518",Q3,No,0,1,,Yes,21.91,No,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.7,74.7,0,0,21.91,96.61,1,Churned,Yes,1,80,5980,Competitor,Competitor had better devices,Yes
2359-KMGLI,Male,52,No,No,No,No,0,United States,California,Running Springs,92382,"34.186211, -117.07683",34.186211,-117.07683,"5,395",Q3,No,0,24,Offer C,Yes,49.3,Yes,Yes,Fiber Optic,20,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.25,1861.5,0,0,1183.2,3044.7,1,Churned,Yes,1,77,4418,Competitor,Competitor had better devices,No
0306-JAELE,Male,61,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,5,,Yes,31.09,No,Yes,Fiber Optic,11,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.1,453.4,0,0,155.45,608.85,1,Churned,Yes,1,66,4192,Competitor,Competitor made better offer,No
6227-HWPWX,Female,40,No,No,No,No,0,United States,California,Victorville,92392,"34.486835, -117.362274",34.486835,-117.362274,"63,235",Q3,No,0,15,Offer D,Yes,4.67,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69,994.8,0,0,70.05,1064.85,1,Churned,Yes,1,73,5671,Competitor,Competitor had better devices,No
0447-BEMNG,Female,28,Yes,No,Yes,No,0,United States,California,Wrightwood,92397,"34.358321, -117.618263",34.358321,-117.618263,"4,253",Q3,Yes,3,48,,No,0,No,Yes,Cable,58,Yes,No,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,45.3,2145,0,140,0,2285,1,Churned,Yes,1,65,4926,Price,Price too high,Yes
5949-XIKAE,Female,32,No,No,Yes,No,0,United States,California,San Bernardino,92401,"34.105935, -117.2914",34.105935,-117.2914,"1,779",Q3,Yes,1,8,,Yes,32.32,No,Yes,Cable,25,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.55,680.05,0,0,258.56,938.61,1,Churned,Yes,1,65,2879,Dissatisfaction,Product dissatisfaction,Yes
8372-JUXUI,Male,32,No,No,No,No,0,United States,California,San Bernardino,92410,"34.106922, -117.297553",34.106922,-117.297553,"44,556",Q3,No,0,1,,Yes,14.02,Yes,Yes,Fiber Optic,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.35,74.35,0,0,14.02,88.37,1,Churned,Yes,1,93,2814,Competitor,Competitor had better devices,No
0388-EOPEX,Female,28,Yes,No,Yes,No,0,United States,California,Riverside,92503,"33.890046, -117.455583",33.890046,-117.455583,"71,678",Q3,Yes,1,2,,Yes,9.79,No,Yes,Fiber Optic,41,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.4,139.4,0,0,19.58,158.98,1,Churned,Yes,1,77,4263,Attitude,Attitude of support person,Yes
8205-OTCHB,Male,51,No,No,No,No,0,United States,California,Riverside,92506,"33.930931, -117.361788",33.930931,-117.361788,"42,425",Q3,No,0,22,Offer D,No,0,No,Yes,DSL,16,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,43.75,903.6,0,0,0,903.6,3,Churned,Yes,1,66,3099,Dissatisfaction,Network reliability,No
7783-YKGDV,Female,49,No,No,No,No,0,United States,California,March Air Reserve Base,92518,"33.888323, -117.277533",33.888323,-117.277533,"1,005",Q3,No,0,12,Offer D,Yes,16.07,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.7,1238.45,0,0,192.84,1431.29,1,Churned,Yes,1,76,2538,Price,Lack of affordable download/upload speed,No
7218-HKQFK,Male,49,No,No,Yes,No,0,United States,California,Homeland,92548,"33.761894, -117.120868",33.761894,-117.120868,"4,283",Q3,Yes,4,2,,Yes,18.79,No,Yes,Fiber Optic,19,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.2,167.5,0,0,37.58,205.08,2,Churned,Yes,1,72,3715,Other,Don't know,Yes
4636-QRJKY,Female,64,No,No,Yes,No,0,United States,California,Idyllwild,92549,"33.755039, -116.741796",33.755039,-116.741796,"3,588",Q3,Yes,1,6,,Yes,36.12,Yes,Yes,Fiber Optic,23,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.5,502.85,0,0,216.72,719.57,3,Churned,Yes,1,91,5032,Price,Price too high,Yes
9412-GHEEC,Male,55,No,No,No,No,0,United States,California,Murrieta,92563,"33.581045, -117.14719",33.581045,-117.14719,"18,311",Q3,No,0,40,,Yes,35.58,Yes,Yes,Fiber Optic,8,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,104.8,4131.95,0,0,1423.2,5555.15,1,Churned,Yes,1,88,3492,Competitor,Competitor had better devices,No
6825-UYPFK,Female,47,No,No,No,No,0,United States,California,Sun City,92586,"33.707483, -117.200006",33.707483,-117.200006,"18,161",Q3,No,0,23,Offer D,Yes,27.61,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.6,1758.6,0,0,635.03,2393.63,1,Churned,Yes,1,81,2115,Dissatisfaction,Network reliability,No
8397-MVTAZ,Male,22,Yes,No,Yes,No,0,United States,California,Sun City,92587,"33.69887, -117.25071",33.69887,-117.25071,"13,151",Q3,Yes,2,34,Offer C,Yes,23.09,Yes,Yes,Fiber Optic,52,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,100.05,3480,0,20,785.06,4285.06,3,Churned,Yes,1,72,2568,Other,Poor expertise of online support,Yes
9282-IZGQK,Female,51,No,No,No,No,0,United States,California,Irvine,92612,"33.643095, -117.810896",33.643095,-117.810896,"41,062",Q3,No,0,1,Offer E,Yes,30.52,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85,85,0,0,30.52,115.52,3,Churned,Yes,1,80,5679,Other,Don't know,No
1342-JPNKI,Male,33,No,No,No,No,0,United States,California,Lake Forest,92630,"33.644849, -117.684254",33.644849,-117.684254,"59,176",Q3,No,0,10,Offer D,Yes,5.92,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.05,834.1,0,0,59.2,893.3,3,Churned,Yes,1,85,2966,Other,Don't know,No
2817-NTQDO,Male,52,No,No,No,No,0,United States,California,Huntington Beach,92646,"33.666301, -117.969501",33.666301,-117.969501,"56,517",Q3,No,0,13,Offer D,No,0,No,Yes,DSL,17,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,45.55,597,0,0,0,597,3,Churned,Yes,1,74,4856,Dissatisfaction,Poor expertise of online support,No
6986-IJDHX,Male,29,Yes,No,Yes,No,0,United States,California,Huntington Beach,92648,"33.679659, -118.016195",33.679659,-118.016195,"42,663",Q3,Yes,5,39,Offer C,Yes,40.25,No,Yes,Fiber Optic,19,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,86.3,3266,0,0,1569.75,4835.75,1,Churned,Yes,1,91,3364,Competitor,Competitor had better devices,Yes
5301-GAUUY,Male,31,No,No,No,No,0,United States,California,Newport Beach,92661,"33.601309, -117.902304",33.601309,-117.902304,"4,242",Q3,No,0,32,Offer C,Yes,1.49,Yes,Yes,Fiber Optic,21,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.35,2596.15,0,0,47.68,2643.83,1,Churned,Yes,1,92,5974,Competitor,Competitor had better devices,No
0939-YAPAF,Female,44,No,No,No,No,0,United States,California,Santa Ana,92701,"33.748478, -117.858918",33.748478,-117.858918,"58,157",Q3,No,0,35,Offer C,Yes,10.49,Yes,Yes,Fiber Optic,17,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.25,3527.6,0,0,367.15,3894.75,3,Churned,Yes,1,72,2744,Competitor,Competitor offered higher download speeds,No
4710-FDUIZ,Male,50,No,No,Yes,No,0,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,"62,634",Q3,Yes,2,56,,Yes,26.15,Yes,Yes,Fiber Optic,7,No,Yes,No,No,Yes,Yes,Yes,No,One Year,No,Credit Card,100.3,5614.45,0,100,1464.4,7178.85,2,Churned,Yes,1,67,5170,Competitor,Competitor offered more data,Yes
1218-VKFPE,Female,48,No,No,Yes,No,0,United States,California,Anaheim,92805,"33.830209, -117.906099",33.830209,-117.906099,"68,802",Q3,Yes,1,12,Offer D,Yes,19.48,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19,233.55,0,0,233.76,467.31,1,Churned,Yes,1,72,3535,Competitor,Competitor made better offer,Yes
3627-FHKBK,Female,28,Yes,No,No,No,0,United States,California,Anaheim,92806,"33.83796, -117.870494",33.83796,-117.870494,"34,398",Q3,No,0,1,,Yes,4.13,No,Yes,Fiber Optic,51,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,75.3,75.3,0,0,4.13,79.43,1,Churned,Yes,1,87,3244,Competitor,Competitor had better devices,No
0719-SYFRB,Female,52,No,No,No,No,0,United States,California,Norco,92860,"33.925833, -117.559639",33.925833,-117.559639,"22,443",Q3,No,0,12,Offer D,Yes,36.24,Yes,Yes,DSL,30,Yes,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,61.65,713.75,0,0,434.88,1148.63,1,Churned,Yes,1,67,5670,Competitor,Competitor offered higher download speeds,No
6543-CPZMK,Male,32,No,No,Yes,No,0,United States,California,Ventura,93001,"34.360261, -119.306383",34.360261,-119.306383,"32,899",Q3,Yes,1,9,Offer E,No,0,No,Yes,DSL,9,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,29.95,248.95,0,10,0,258.95,2,Churned,Yes,1,83,2573,Competitor,Competitor offered more data,Yes
4765-OXPPD,Female,20,Yes,No,Yes,No,0,United States,California,Ventura,93003,"34.279221, -119.221437",34.279221,-119.221437,"46,894",Q3,Yes,1,9,Offer E,Yes,6.35,No,Yes,Cable,69,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,65,663.05,0,0,57.15,720.2,1,Churned,Yes,1,76,3983,Competitor,Competitor offered more data,Yes
1009-IRMNA,Female,27,Yes,No,No,No,0,United States,California,Port Hueneme,93041,"34.110124, -119.100972",34.110124,-119.100972,"25,634",Q3,No,0,7,Offer E,Yes,16.04,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20,137.6,0,0,112.28,249.88,3,Churned,Yes,1,91,4479,Attitude,Attitude of support person,No
7207-RMRDB,Female,20,Yes,No,Yes,No,0,United States,California,Santa Barbara,93110,"34.437945, -119.77191",34.437945,-119.77191,"15,757",Q3,Yes,7,65,,Yes,34.14,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.5,6985.65,0,0,2219.1,9204.75,1,Churned,Yes,1,89,5720,Competitor,Competitor had better devices,Yes
0195-IESCP,Male,26,Yes,No,Yes,No,0,United States,California,Armona,93202,"36.315979, -119.710852",36.315979,-119.710852,"2,872",Q3,Yes,1,10,Offer D,Yes,2.02,Yes,Yes,Fiber Optic,82,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,85.25,855.3,0,100,20.2,975.5,3,Churned,Yes,1,75,3573,Competitor,Competitor offered more data,Yes
4580-TMHJU,Female,57,No,No,Yes,No,0,United States,California,Avenal,93204,"35.916943, -120.129921",35.916943,-120.129921,"14,697",Q3,Yes,3,43,,Yes,37.25,No,Yes,DSL,20,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,56.15,2499.3,0,0,1601.75,4101.05,2,Churned,Yes,1,65,2152,Other,Don't know,Yes
0970-ETWGE,Male,38,No,No,No,No,0,United States,California,Bodfish,93205,"35.523991, -118.400432",35.523991,-118.400432,"1,954",Q3,No,0,1,Offer E,Yes,42.46,No,Yes,Cable,27,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.55,89.55,0,0,42.46,132.01,2,Churned,Yes,1,91,4996,Competitor,Competitor had better devices,No
0887-HJGAR,Male,57,No,No,No,No,0,United States,California,Coalinga,93210,"36.186867, -120.387793",36.186867,-120.387793,"18,036",Q3,No,0,1,Offer E,Yes,5.55,No,Yes,DSL,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,45.7,45.7,0,0,5.55,51.25,3,Churned,Yes,1,95,2295,Competitor,Competitor offered higher download speeds,No
9576-ANLXO,Female,30,No,No,No,No,0,United States,California,Earlimart,93219,"35.858054, -119.305858",35.858054,-119.305858,"9,318",Q3,No,0,3,,Yes,26.26,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.55,222.3,0,0,78.78,301.08,1,Churned,Yes,1,87,2876,Competitor,Competitor offered higher download speeds,No
2024-BASKD,Female,23,Yes,No,No,No,0,United States,California,Exeter,93221,"36.301689, -119.018233",36.301689,-119.018233,"13,333",Q3,No,0,1,Offer E,Yes,22.16,No,Yes,Fiber Optic,47,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,74.6,74.6,0,10,22.16,106.76,3,Churned,Yes,1,94,3860,Competitor,Competitor offered more data,No
4464-JCOLN,Male,40,No,No,Yes,No,0,United States,California,Huron,93234,"36.217864, -120.080117",36.217864,-120.080117,"6,918",Q3,Yes,2,2,Offer E,Yes,15.14,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.85,35.9,0,0,30.28,66.18,3,Churned,Yes,1,68,2362,Attitude,Attitude of support person,Yes
5650-VDUDS,Female,48,No,No,No,No,0,United States,California,Kernville,93238,"35.852892, -118.397782",35.852892,-118.397782,"1,873",Q3,No,0,4,Offer E,No,0,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,24.25,96.05,0,0,0,96.05,2,Churned,Yes,1,93,2038,Competitor,Competitor made better offer,No
7538-GWHML,Female,52,No,No,No,No,0,United States,California,Lemon Cove,93244,"36.462671, -118.997291",36.462671,-118.997291,293,Q3,No,0,2,Offer E,Yes,7.64,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.65,145.15,0,0,15.28,160.43,2,Churned,Yes,1,80,2323,Competitor,Competitor made better offer,No
3859-CVCET,Female,47,No,No,No,No,0,United States,California,Lindsay,93247,"36.205465, -119.085807",36.205465,-119.085807,"15,508",Q3,No,0,4,,Yes,45.4,No,Yes,DSL,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,45.65,191.05,0,0,181.6,372.65,1,Churned,Yes,1,78,2864,Competitor,Competitor had better devices,No
3276-HDUEG,Female,23,Yes,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,1,Offer E,Yes,32.86,Yes,Yes,Fiber Optic,58,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,75.05,75.05,0,0,32.86,107.91,2,Churned,Yes,1,78,4838,Competitor,Competitor made better offer,No
0822-GAVAP,Female,19,Yes,No,No,No,0,United States,California,Posey,93260,"35.861928, -118.636698",35.861928,-118.636698,266,Q3,No,0,2,Offer E,No,0,No,Yes,DSL,76,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,34.7,62.25,0,0,0,62.25,1,Churned,Yes,1,65,3146,Competitor,Competitor made better offer,No
1448-PWKYE,Male,48,No,No,Yes,No,0,United States,California,Shafter,93263,"35.490705, -119.286833",35.490705,-119.286833,"15,177",Q3,Yes,1,1,Offer E,Yes,35.71,No,Yes,Cable,3,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,80,80,0,0,35.71,115.71,1,Churned,Yes,1,88,2046,Competitor,Competitor had better devices,Yes
2276-YDAVZ,Female,63,No,No,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,3,Offer E,Yes,26.52,Yes,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.1,270.7,0,0,79.56,350.26,3,Churned,Yes,1,92,4965,Competitor,Competitor made better offer,No
5896-NPFWW,Male,23,Yes,No,Yes,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,1,3,,Yes,13.54,No,Yes,Cable,51,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.15,168.15,0,0,40.62,208.77,1,Churned,Yes,1,93,3273,Competitor,Competitor made better offer,Yes
7133-VBDCG,Female,54,No,No,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,25,Offer C,Yes,26.81,No,Yes,Fiber Optic,12,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.85,2015.35,0,0,670.25,2685.6,2,Churned,Yes,1,91,4535,Competitor,Competitor made better offer,No
1029-QFBEN,Male,27,Yes,No,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,1,,Yes,38.44,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.55,19.55,0,0,38.44,57.99,2,Churned,Yes,1,95,3556,Competitor,Competitor made better offer,No
4952-YSOGZ,Female,48,No,No,Yes,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,1,4,,Yes,4.14,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.95,381.3,0,0,16.56,397.86,3,Churned,Yes,1,95,5640,Competitor,Competitor made better offer,Yes
1589-AGTLK,Male,26,Yes,No,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,3,,Yes,36.48,No,Yes,DSL,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.35,141.5,0,0,109.44,250.94,3,Churned,Yes,1,90,2450,Other,Don't know,No
6439-GTPCA,Female,29,Yes,No,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,45,,Yes,4.48,Yes,Yes,Cable,51,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87.25,3941.7,0,0,201.6,4143.3,1,Churned,Yes,1,90,5269,Competitor,Competitor made better offer,No
5138-WVKYJ,Male,51,No,No,No,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,No,0,10,Offer D,Yes,27.57,Yes,Yes,Fiber Optic,13,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,98.55,1008.55,0,0,275.7,1284.25,1,Churned,Yes,1,93,3658,Competitor,Competitor made better offer,No
2189-WWOEW,Female,37,No,No,No,No,0,United States,California,Keene,93531,"35.214982, -118.59049",35.214982,-118.59049,"1,436",Q3,No,0,15,,Yes,24.63,No,Yes,Fiber Optic,13,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.9,1269.55,0,0,369.45,1639,3,Churned,Yes,1,96,3579,Other,Don't know,No
1894-IGFSG,Female,38,No,No,No,No,0,United States,California,Lancaster,93535,"34.712708, -117.889656",34.712708,-117.889656,"57,794",Q3,No,0,22,,Yes,18.01,No,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,89.25,1907.85,0,0,396.22,2304.07,1,Churned,Yes,1,82,3161,Competitor,Competitor had better devices,No
7379-POKDZ,Male,31,No,No,Yes,No,0,United States,California,Lancaster,93536,"34.741406, -118.38111",34.741406,-118.38111,"49,309",Q3,Yes,1,3,,Yes,26.71,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,208.85,0,0,80.13,288.98,1,Churned,Yes,1,66,3038,Competitor,Competitor had better devices,Yes
0236-HFWSV,Male,49,No,No,No,No,0,United States,California,Palmdale,93552,"34.557711, -118.029441",34.557711,-118.029441,"25,370",Q3,No,0,15,,Yes,48.93,Yes,Yes,Fiber Optic,15,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.35,1444.65,0,0,733.95,2178.6,1,Churned,Yes,1,77,5264,Competitor,Competitor had better devices,No
3900-AQPHZ,Female,45,No,No,No,No,0,United States,California,Pearblossom,93553,"34.445239, -117.894868",34.445239,-117.894868,"1,613",Q3,No,0,1,,Yes,49.51,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.9,19.9,0,0,49.51,69.41,2,Churned,Yes,1,91,4248,Attitude,Attitude of support person,No
5842-POCOP,Female,37,No,No,Yes,No,0,United States,California,Randsburg,93554,"35.405722, -117.773354",35.405722,-117.773354,117,Q3,Yes,1,5,,Yes,41.57,No,Yes,Cable,27,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,88.9,454.15,0,0,207.85,662,1,Churned,Yes,1,79,4356,Competitor,Competitor offered higher download speeds,Yes
2037-XJFUP,Male,24,Yes,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,1,33,Offer C,Yes,41.8,No,Yes,Fiber Optic,41,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,95.8,3036.75,0,60,1379.4,4476.15,2,Churned,Yes,1,76,4161,Competitor,Competitor made better offer,Yes
7314-OXENN,Male,42,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,2,,Yes,41.18,Yes,Yes,Fiber Optic,14,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,82,184.65,0,0,82.36,267.01,3,Churned,Yes,1,90,3051,Competitor,Competitor made better offer,No
0322-CHQRU,Male,63,No,No,No,No,0,United States,California,Palmdale,93591,"34.598221, -117.79593",34.598221,-117.79593,"6,787",Q3,No,0,2,,Yes,25.49,No,Yes,DSL,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.35,89.5,0,0,50.98,140.48,1,Churned,Yes,1,81,3478,Competitor,Competitor had better devices,No
4678-DVQEO,Female,41,No,No,No,No,0,United States,California,Bass Lake,93604,"37.458367, -119.345011",37.458367,-119.345011,613,Q3,No,0,1,,Yes,34.04,No,Yes,DSL,23,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,52.2,52.2,0,0,34.04,86.24,1,Churned,Yes,1,71,4138,Competitor,Competitor made better offer,No
3009-JWMPU,Male,58,No,No,No,No,0,United States,California,Five Points,93624,"36.397745, -120.119911",36.397745,-120.119911,"1,852",Q3,No,0,62,Offer B,Yes,22.64,Yes,Yes,Fiber Optic,9,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,96.75,6125.4,0,0,1403.68,7529.08,2,Churned,Yes,1,92,5016,Attitude,Attitude of service provider,No
1450-GALXR,Female,33,No,No,No,No,0,United States,California,Friant,93626,"37.027663, -119.69056",37.027663,-119.69056,"1,125",Q3,No,0,10,,Yes,14.53,Yes,Yes,Fiber Optic,30,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,98.5,1058.25,0,110,145.3,1313.55,1,Churned,Yes,1,74,5184,Competitor,Competitor had better devices,No
3138-BKYAV,Male,61,No,No,No,No,0,United States,California,Kerman,93630,"36.727418, -120.123526",36.727418,-120.123526,"14,062",Q3,No,0,6,,Yes,11.97,No,Yes,Fiber Optic,27,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.35,489.45,0,0,71.82,561.27,3,Churned,Yes,1,75,4694,Attitude,Attitude of service provider,No
4289-DTDKW,Male,54,No,No,Yes,No,0,United States,California,Madera,93637,"36.902954, -120.194274",36.902954,-120.194274,"28,434",Q3,Yes,1,40,Offer B,Yes,22.56,Yes,Yes,Cable,4,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.3,4113.1,0,0,902.4,5015.5,1,Churned,Yes,1,70,2576,Competitor,Competitor had better devices,Yes
1820-TQVEV,Male,27,Yes,No,No,No,0,United States,California,Madera,93638,"37.004068, -119.930027",37.004068,-119.930027,"49,247",Q3,No,0,1,Offer E,Yes,49.43,No,Yes,Fiber Optic,48,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.55,69.55,0,0,49.43,118.98,2,Churned,Yes,1,76,3042,Attitude,Attitude of support person,No
2239-JALAW,Male,20,Yes,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,58,Offer B,Yes,44.5,Yes,Yes,Fiber Optic,47,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.25,6017.65,0,0,2581,8598.65,1,Churned,Yes,1,74,6105,Competitor,Competitor made better offer,No
4853-RULSV,Male,25,Yes,No,No,No,0,United States,California,Miramonte,93641,"36.696759, -119.024051",36.696759,-119.024051,571,Q3,No,0,70,Offer A,Yes,12.19,Yes,Yes,Fiber Optic,42,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,104,7250.15,0,0,853.3,8103.45,1,Churned,Yes,1,80,4544,Attitude,Attitude of service provider,No
6275-YDUVO,Female,62,No,No,No,No,0,United States,California,Orosi,93647,"36.600185, -119.175655",36.600185,-119.175655,"9,780",Q3,No,0,2,Offer E,Yes,24.05,No,Yes,Fiber Optic,27,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,86.2,178.7,0,0,48.1,226.8,3,Churned,Yes,1,95,2969,Attitude,Attitude of service provider,No
0115-TFERT,Male,24,Yes,No,Yes,No,0,United States,California,Fresno,93650,"36.841655, -119.797113",36.841655,-119.797113,"3,258",Q3,Yes,1,21,,Yes,36.26,Yes,Yes,Fiber Optic,59,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,111.2,2317.1,0,120,761.46,3198.56,3,Churned,Yes,1,89,4123,Attitude,Attitude of service provider,Yes
2311-QYMUQ,Female,41,No,No,Yes,No,0,United States,California,San Joaquin,93660,"36.600193, -120.153393",36.600193,-120.153393,"4,318",Q3,Yes,1,16,,Yes,31.73,No,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,89.45,1430.25,0,0,507.68,1937.93,3,Churned,Yes,1,73,3696,Attitude,Attitude of support person,Yes
3104-OWCGK,Male,21,Yes,No,Yes,No,0,United States,California,South Dos Palos,93665,"36.959731, -120.653519",36.959731,-120.653519,343,Q3,Yes,1,60,Offer B,Yes,33.25,No,Yes,Fiber Optic,52,No,Yes,Yes,No,Yes,No,Yes,Yes,One Year,No,Bank Withdrawal,90.95,5453.4,0,0,1995,7448.4,3,Churned,Yes,1,76,4111,Other,Moved,Yes
9101-BWFSS,Female,58,No,No,Yes,No,0,United States,California,Tollhouse,93667,"36.993666, -119.348267",36.993666,-119.348267,"2,633",Q3,Yes,1,50,Offer B,Yes,29.43,Yes,Yes,Fiber Optic,14,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,108.55,5610.7,0,0,1471.5,7082.2,2,Churned,Yes,1,82,4274,Other,Moved,Yes
6982-SSHFK,Male,45,No,No,No,No,0,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,"31,180",Q3,No,0,1,Offer E,Yes,32.44,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,44.4,44.4,0,0,32.44,76.84,1,Churned,Yes,1,89,3522,Competitor,Competitor had better devices,No
1038-ZAGBI,Female,59,No,No,Yes,No,0,United States,California,Fresno,93711,"36.833002, -119.82947",36.833002,-119.82947,"36,274",Q3,Yes,1,12,,Yes,37.65,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.8,229.6,0,0,451.8,681.4,3,Churned,Yes,1,94,2653,Attitude,Attitude of support person,Yes
3027-ZTDHO,Male,21,Yes,No,No,No,0,United States,California,Fresno,93721,"36.732694, -119.783786",36.732694,-119.783786,"6,848",Q3,No,0,1,Offer E,Yes,32.85,No,Yes,Fiber Optic,53,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.9,89.9,0,0,32.85,122.75,1,Churned,Yes,1,80,5951,Other,Don't know,No
2382-BCKQJ,Female,41,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,62,Offer B,Yes,32.58,Yes,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.15,6413.65,0,0,2019.96,8433.61,3,Churned,Yes,1,91,5600,Competitor,Competitor made better offer,No
2207-NHRJK,Male,58,No,No,No,No,0,United States,California,Carmel,93923,"36.460611, -121.852507",36.460611,-121.852507,"13,121",Q3,No,0,1,Offer E,Yes,1.28,No,Yes,DSL,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.8,50.8,0,0,1.28,52.08,1,Churned,Yes,1,85,3718,Competitor,Competitor had better devices,No
9944-HKVVB,Female,55,No,No,No,No,0,United States,California,King City,93930,"36.220761, -120.980777",36.220761,-120.980777,"14,477",Q3,No,0,3,Offer E,Yes,47.62,No,Yes,Cable,29,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.1,307.4,0,0,142.86,450.26,1,Churned,Yes,1,77,5861,Competitor,Competitor had better devices,No
4124-MMETB,Male,52,No,No,No,No,0,United States,California,Lockwood,93932,"35.989792, -121.055933",35.989792,-121.055933,538,Q3,No,0,22,,Yes,46.28,Yes,Yes,Fiber Optic,16,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,94.65,2104.55,0,40,1018.16,3162.71,2,Churned,Yes,1,85,3665,Competitor,Competitor offered higher download speeds,No
3671-SHRSP,Male,46,No,No,Yes,No,0,United States,California,Marina,93933,"36.689582, -121.758398",36.689582,-121.758398,"21,759",Q3,Yes,1,4,Offer E,Yes,14.3,No,Yes,Fiber Optic,2,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,80.6,319.15,0,0,57.2,376.35,3,Churned,Yes,1,86,3080,Competitor,Competitor offered more data,Yes
3313-QKNKB,Male,24,Yes,No,Yes,No,0,United States,California,Pebble Beach,93953,"36.587497, -121.944815",36.587497,-121.944815,"4,602",Q3,No,0,59,Offer B,Yes,6.91,Yes,Yes,Fiber Optic,52,No,No,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,85.55,5084.65,0,0,407.69,5492.34,3,Churned,Yes,1,80,6304,Competitor,Competitor offered more data,Yes
5073-WXOYN,Female,58,No,No,No,No,0,United States,California,Belmont,94002,"37.509366, -122.306132",37.509366,-122.306132,"25,566",Q3,No,0,60,Offer B,No,0,No,Yes,Cable,5,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.8,3027.4,0,0,0,3027.4,2,Churned,Yes,1,67,4941,Competitor,Competitor offered more data,No
0207-MDKNV,Female,54,No,No,No,No,0,United States,California,Daly City,94014,"37.691561, -122.445202",37.691561,-122.445202,"47,453",Q3,No,0,15,,Yes,22.39,No,Yes,Fiber Optic,7,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,105.1,1582.75,0,0,335.85,1918.6,1,Churned,Yes,1,84,2122,Competitor,Competitor made better offer,No
9851-KIELU,Male,53,No,No,No,No,0,United States,California,Loma Mar,94021,"37.266388, -122.26308",37.266388,-122.26308,148,Q3,No,0,10,,Yes,18.03,No,Yes,Fiber Optic,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,110.1,1043.3,0,0,180.3,1223.6,1,Churned,Yes,1,76,5803,Competitor,Competitor made better offer,No
3908-BLSYF,Female,40,No,No,No,No,0,United States,California,Los Altos,94024,"37.352911, -122.093002",37.352911,-122.093002,"21,496",Q3,No,0,6,,Yes,25.93,No,Yes,Fiber Optic,24,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,83.9,497.55,0,0,155.58,653.13,1,Churned,Yes,1,90,3962,Competitor,Competitor had better devices,No
7549-MYGPK,Female,48,No,No,Yes,No,0,United States,California,Mountain View,94040,"37.380662, -122.086022",37.380662,-122.086022,"32,143",Q3,Yes,3,63,Offer B,Yes,8.98,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,100.55,6215.35,0,0,565.74,6781.09,2,Churned,Yes,1,79,5413,Price,Price too high,Yes
3804-RVTGV,Male,55,No,No,Yes,No,0,United States,California,Mountain View,94043,"37.419725, -122.062947",37.419725,-122.062947,"27,822",Q3,Yes,6,50,Offer B,Yes,42.21,Yes,Yes,Fiber Optic,14,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.85,5017.9,0,0,2110.5,7128.4,2,Churned,Yes,1,91,5812,Price,Price too high,Yes
9227-LUNBG,Female,39,No,No,No,No,0,United States,California,Pescadero,94060,"37.22565, -122.297533",37.22565,-122.297533,"2,055",Q3,No,0,1,,No,0,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,24.6,24.6,0,0,0,24.6,2,Churned,Yes,1,76,5768,Price,Price too high,No
4315-MURBD,Female,64,No,No,No,No,0,United States,California,San Bruno,94066,"37.624436, -122.430661",37.624436,-122.430661,"39,566",Q3,No,0,12,,Yes,34.92,No,Yes,Cable,23,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.9,1120.95,0,0,419.04,1539.99,1,Churned,Yes,1,71,5559,Price,Price too high,No
9734-YWGEX,Female,27,Yes,No,No,No,0,United States,California,South San Francisco,94080,"37.654436, -122.426468",37.654436,-122.426468,"60,599",Q3,No,0,9,,Yes,38.76,Yes,Yes,Fiber Optic,82,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,98.3,923.5,0,0,348.84,1272.34,2,Churned,Yes,1,81,2954,Price,Price too high,No
2719-BDAQO,Male,36,No,No,No,No,0,United States,California,Sunnyvale,94086,"37.378541, -122.020456",37.378541,-122.020456,"64,010",Q3,No,0,17,,Yes,4.51,No,Yes,Fiber Optic,13,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,93.85,1625.65,0,0,76.67,1702.32,1,Churned,Yes,1,93,4940,Price,Price too high,No
9625-QSTYE,Female,37,No,No,No,No,0,United States,California,San Francisco,94131,"37.746699, -122.442833",37.746699,-122.442833,"27,906",Q3,No,0,13,,Yes,3.84,No,Yes,Fiber Optic,4,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.15,952.3,0,0,49.92,1002.22,1,Churned,Yes,1,79,4806,Competitor,Competitor had better devices,No
6400-BWQKW,Female,51,No,No,No,No,0,United States,California,San Mateo,94402,"37.556634, -122.317723",37.556634,-122.317723,"23,393",Q3,No,0,6,,Yes,19.74,Yes,Yes,Fiber Optic,27,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.05,434.5,0,0,118.44,552.94,1,Churned,Yes,1,91,3263,Dissatisfaction,Network reliability,No
6680-WKXRZ,Female,32,No,No,No,No,0,United States,California,Antioch,94509,"37.980057, -121.801599",37.980057,-121.801599,"90,891",Q3,No,0,3,,Yes,23.82,Yes,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.4,215.8,0,0,71.46,287.26,3,Churned,Yes,1,90,2054,Other,Don't know,No
9448-REEVD,Male,21,Yes,No,Yes,No,0,United States,California,Concord,94520,"38.013825, -122.039144",38.013825,-122.039144,"36,186",Q3,Yes,1,1,,Yes,32.08,No,Yes,DSL,73,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,44.7,44.7,0,0,32.08,76.78,3,Churned,Yes,1,74,3700,Other,Don't know,Yes
9117-SHLZX,Male,36,No,No,No,No,0,United States,California,Fremont,94538,"37.505768, -121.962472",37.505768,-121.962472,"56,126",Q3,No,0,1,,Yes,10.41,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,45.7,45.7,0,0,10.41,56.11,3,Churned,Yes,1,72,3571,Dissatisfaction,Poor expertise of phone support,No
4541-RMRLG,Male,53,No,No,No,No,0,United States,California,Hayward,94541,"37.674002, -122.076796",37.674002,-122.076796,"60,274",Q3,No,0,7,,Yes,9.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.25,112.3,0,0,63.98,176.28,3,Churned,Yes,1,82,4489,Attitude,Attitude of support person,No
3158-MOERK,Female,57,No,No,No,No,0,United States,California,Hayward,94545,"37.62984, -122.120843",37.62984,-122.120843,"27,311",Q3,No,0,2,,Yes,48.34,Yes,Yes,Fiber Optic,28,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96,174.8,0,0,96.68,271.48,2,Churned,Yes,1,83,3391,Competitor,Competitor offered more data,No
7294-TMAOP,Female,30,No,No,No,No,0,United States,California,Castro Valley,94546,"37.708327, -122.083473",37.708327,-122.083473,"41,698",Q3,No,0,1,Offer E,Yes,15.44,No,Yes,Fiber Optic,51,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,90.55,90.55,0,60,15.44,165.99,2,Churned,Yes,1,72,2627,Competitor,Competitor made better offer,No
2834-JRTUA,Male,30,No,No,No,No,0,United States,California,Martinez,94553,"38.014457, -122.115432",38.014457,-122.115432,"46,677",Q3,No,0,71,Offer A,Yes,49.42,Yes,Yes,Fiber Optic,53,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.05,7532.15,0,0,3508.82,11040.97,1,Churned,Yes,1,81,5200,Competitor,Competitor had better devices,No
5875-YPQFJ,Male,51,No,No,No,No,0,United States,California,Fremont,94555,"37.555473, -122.080312",37.555473,-122.080312,"33,883",Q3,No,0,1,Offer E,Yes,45.66,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.9,69.9,0,0,45.66,115.56,3,Churned,Yes,1,84,5367,Competitor,Competitor offered higher download speeds,No
8603-IJWDN,Male,41,No,No,No,No,0,United States,California,Pinole,94564,"37.996462, -122.293716",37.996462,-122.293716,"16,717",Q3,No,0,1,Offer E,Yes,5.43,Yes,Yes,Fiber Optic,18,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86.6,86.6,0,0,5.43,92.03,3,Churned,Yes,1,93,5228,Competitor,Competitor offered higher download speeds,No
3842-IYKUE,Female,28,Yes,No,No,No,0,United States,California,San Leandro,94579,"37.687264, -122.15728",37.687264,-122.15728,"19,815",Q3,No,0,35,Offer C,Yes,45.14,Yes,Yes,Fiber Optic,41,No,Yes,No,Yes,No,No,Yes,No,Month-to-Month,No,Credit Card,85.3,2917.5,23.89,130,1579.9,4603.51,2,Churned,Yes,1,88,2455,Competitor,Competitor offered more data,No
6641-XRPSU,Female,61,No,No,No,No,0,United States,California,San Lorenzo,94580,"37.676249, -122.132415",37.676249,-122.132415,"26,240",Q3,No,0,34,Offer C,Yes,4.66,No,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70,2416.1,11,0,158.44,2563.54,2,Churned,Yes,1,93,2318,Competitor,Competitor offered more data,No
8357-EQXFO,Female,46,No,No,No,No,0,United States,California,Union City,94587,"37.59485, -122.051521",37.59485,-122.051521,"66,472",Q3,No,0,7,Offer E,Yes,48.36,No,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.35,660.9,34.29,0,338.52,965.13,2,Churned,Yes,1,92,3077,Competitor,Competitor made better offer,No
9524-EGPJC,Female,33,No,No,No,No,0,United States,California,Walnut Creek,94595,"37.862128, -122.075197",37.862128,-122.075197,"18,024",Q3,No,0,18,,Yes,34.21,Yes,Yes,Fiber Optic,19,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.1,1612.75,48.26,0,615.78,2180.27,1,Churned,Yes,1,80,4260,Competitor,Competitor offered higher download speeds,No
6993-OHLXR,Female,26,Yes,No,No,No,0,United States,California,Walnut Creek,94596,"37.900662, -122.052782",37.900662,-122.052782,"40,917",Q3,No,0,2,,Yes,30.73,No,Yes,Fiber Optic,39,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,68.95,119.75,0,0,61.46,181.21,1,Churned,Yes,1,84,5225,Competitor,Competitor had better devices,No
8818-XYFCQ,Male,39,No,No,Yes,No,0,United States,California,Walnut Creek,94598,"37.916648, -122.008483",37.916648,-122.008483,"26,022",Q3,Yes,1,32,Offer C,Yes,33.57,Yes,Yes,Fiber Optic,26,Yes,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,99.55,3204.65,35.82,110,1074.24,4353.07,1,Churned,Yes,1,71,5026,Competitor,Competitor made better offer,Yes
4695-VADHF,Male,53,No,No,Yes,No,0,United States,California,Oakland,94606,"37.792489, -122.244314",37.792489,-122.244314,"41,876",Q3,Yes,1,18,,Yes,2.86,No,Yes,DSL,22,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,57.45,990.85,15.73,0,51.48,1026.6,1,Churned,Yes,1,84,2989,Competitor,Competitor had better devices,Yes
3863-IUBJR,Male,27,Yes,No,Yes,No,0,United States,California,Oakland,94607,"37.80707, -122.297401",37.80707,-122.297401,"21,054",Q3,Yes,1,12,,Yes,27.82,No,Yes,DSL,26,No,No,No,No,No,Yes,Yes,Yes,One Year,No,Credit Card,53.65,696.35,0,0,333.84,1030.19,1,Churned,Yes,1,78,2595,Competitor,Competitor had better devices,Yes
8436-BJUMM,Male,62,No,No,Yes,No,0,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,"15,882",Q3,Yes,1,26,Offer C,Yes,35.9,Yes,Yes,Cable,26,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.75,2070.6,0,0,933.4,3004,3,Churned,Yes,1,84,2404,Competitor,Competitor offered higher download speeds,Yes
9948-YPTDG,Male,44,No,No,Yes,No,0,United States,California,San Rafael,94903,"38.018065, -122.546024",38.018065,-122.546024,"28,403",Q3,Yes,1,38,,Yes,35.61,No,Yes,Fiber Optic,13,Yes,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,79.45,3013.05,9.36,40,1353.18,4396.87,1,Churned,Yes,1,85,2405,Competitor,Competitor offered more data,Yes
4883-QICIH,Male,37,No,No,Yes,No,0,United States,California,Bodega Bay,94923,"38.377165, -123.037957",38.377165,-123.037957,"1,785",Q3,Yes,1,32,,Yes,5.99,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.75,2347.9,19.67,0,191.68,2519.91,2,Churned,Yes,1,96,2356,Other,Don't know,Yes
8329-IBCTI,Female,50,No,No,No,No,0,United States,California,Cotati,94931,"38.326215, -122.718742",38.326215,-122.718742,"7,936",Q3,No,0,1,Offer E,Yes,6.08,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.65,19.65,0,0,6.08,25.73,3,Churned,Yes,1,91,5881,Competitor,Competitor made better offer,No
5669-SRAIP,Female,55,No,No,No,No,0,United States,California,Larkspur,94939,"37.937082, -122.532369",37.937082,-122.532369,"6,773",Q3,No,0,5,Offer E,No,0,No,Yes,DSL,2,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,39.5,210.75,39.27,0,0,171.48,2,Churned,Yes,1,93,2863,Competitor,Competitor offered higher download speeds,No
5981-ITEMU,Male,58,No,No,Yes,No,0,United States,California,Marshall,94940,"38.129308, -122.834815",38.129308,-122.834815,406,Q3,Yes,1,40,Offer B,Yes,16.33,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.1,3706.95,41.85,0,653.2,4318.3,3,Churned,Yes,1,67,3099,Competitor,Competitor offered more data,Yes
6941-PMGEP,Female,26,Yes,No,No,No,0,United States,California,Novato,94945,"38.135897, -122.563683",38.135897,-122.563683,"16,429",Q3,No,0,5,Offer E,Yes,43.99,No,Yes,Fiber Optic,42,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,80,412.5,40,10,219.95,602.45,3,Churned,Yes,1,90,3937,Competitor,Competitor made better offer,No
1624-WOIWJ,Female,40,No,No,No,No,0,United States,California,Nicasio,94946,"38.065359, -122.665566",38.065359,-122.665566,607,Q3,No,0,10,,Yes,45.69,No,Yes,Fiber Optic,18,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,84.7,832.05,12.81,0,456.9,1276.14,1,Churned,Yes,1,69,5686,Competitor,Competitor had better devices,No
2074-GKOWZ,Male,49,No,No,Yes,No,0,United States,California,Novato,94947,"38.112166, -122.634384",38.112166,-122.634384,"24,741",Q3,Yes,1,2,Offer E,Yes,8.86,No,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.55,185.55,0,0,17.72,203.27,1,Churned,Yes,1,73,3851,Competitor,Competitor had better devices,Yes
0376-YMCJC,Male,21,Yes,No,No,No,0,United States,California,Novato,94949,"38.067204, -122.524004",38.067204,-122.524004,"13,361",Q3,No,0,23,,Yes,38.69,Yes,Yes,Cable,69,No,No,No,Yes,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.6,1943.2,4.73,0,889.87,2828.34,2,Churned,Yes,1,82,4359,Competitor,Competitor offered higher download speeds,No
0634-SZPQA,Female,64,No,No,No,No,0,United States,California,San Anselmo,94960,"37.99272, -122.575026",37.99272,-122.575026,"16,849",Q3,No,0,23,,Yes,3.55,Yes,Yes,Fiber Optic,4,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.05,2169.8,27.38,0,81.65,2224.07,2,Churned,Yes,1,67,4650,Competitor,Competitor offered higher download speeds,No
5536-RTPWK,Male,54,No,No,Yes,No,0,United States,California,Sausalito,94965,"37.848641, -122.515692",37.848641,-122.515692,"11,213",Q3,Yes,1,49,Offer B,Yes,20.48,Yes,Yes,Fiber Optic,22,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.05,4853.75,14.24,0,1003.52,5843.03,2,Churned,Yes,1,91,5157,Competitor,Competitor offered higher download speeds,Yes
6166-ILMNY,Female,46,No,No,No,No,0,United States,California,Tomales,94971,"38.240769, -122.901041",38.240769,-122.901041,384,Q3,No,0,2,,Yes,26.44,No,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.75,144.55,0,0,52.88,197.43,1,Churned,Yes,1,68,5667,Competitor,Competitor had better devices,No
3097-NNSPB,Female,42,No,No,No,No,0,United States,California,Valley Ford,94972,"38.339996, -122.935056",38.339996,-122.935056,66,Q3,No,0,2,Offer E,Yes,14.7,No,Yes,DSL,13,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,49.05,91.1,0,40,29.4,160.5,1,Churned,Yes,1,91,2960,Competitor,Competitor had better devices,No
0655-RBDUG,Male,32,No,No,No,No,0,United States,California,Alviso,95002,"37.449537, -121.994813",37.449537,-121.994813,"2,147",Q3,No,0,7,Offer E,Yes,9.25,Yes,Yes,Fiber Optic,29,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.05,713,0,0,64.75,777.75,1,Churned,Yes,1,86,2561,Competitor,Competitor had better devices,No
4361-BKAXE,Female,23,Yes,No,No,No,0,United States,California,Boulder Creek,95006,"37.171727, -122.142961",37.171727,-122.142961,"10,520",Q3,No,0,41,Offer B,Yes,21.56,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,114.5,4527.45,0,0,883.96,5411.41,1,Churned,Yes,1,80,3038,Competitor,Competitor made better offer,No
9878-TNQGW,Male,51,No,No,No,No,0,United States,California,Davenport,95017,"37.114335, -122.237162",37.114335,-122.237162,857,Q3,No,0,2,Offer E,Yes,17.33,No,Yes,Fiber Optic,14,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.95,171.15,0,0,34.66,205.81,3,Churned,Yes,1,65,3533,Competitor,Competitor made better offer,No
4607-CHPCA,Male,63,No,No,Yes,No,0,United States,California,San Martin,95046,"37.084697, -121.606417",37.084697,-121.606417,"5,671",Q3,Yes,1,25,,Yes,35.27,No,Yes,Fiber Optic,4,No,No,No,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,90.4,2178.6,0,140,881.75,3200.35,3,Churned,Yes,1,91,5801,Competitor,Competitor made better offer,Yes
8824-RWFXJ,Male,21,Yes,No,Yes,No,0,United States,California,Santa Cruz,95062,"36.974575, -121.991149",36.974575,-121.991149,"36,631",Q3,Yes,1,3,Offer E,Yes,29.29,No,Yes,Cable,52,No,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Mailed Check,56.15,168.15,0,0,87.87,256.02,1,Churned,Yes,1,83,2539,Competitor,Competitor had better devices,Yes
9763-PDTKK,Female,59,No,No,No,No,0,United States,California,San Jose,95112,"37.343827, -121.883119",37.343827,-121.883119,"52,334",Q3,No,0,4,Offer E,Yes,39.68,No,Yes,Fiber Optic,18,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.4,387.2,0,0,158.72,545.92,1,Churned,Yes,1,74,4249,Competitor,Competitor had better devices,No
7627-JKIAZ,Female,62,No,No,Yes,No,0,United States,California,San Jose,95116,"37.350284, -121.852855",37.350284,-121.852855,"51,706",Q3,No,0,37,,Yes,37.49,Yes,Yes,Fiber Optic,29,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,78.95,2839.65,0,0,1387.13,4226.78,3,Churned,Yes,1,90,3982,Competitor,Competitor offered higher download speeds,Yes
4081-DYXAV,Female,27,Yes,No,No,No,0,United States,California,San Jose,95125,"37.294926, -121.894763",37.294926,-121.894763,"46,185",Q3,No,0,19,,No,0,No,Yes,DSL,48,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,44.85,893.55,0,0,0,893.55,3,Churned,Yes,1,72,5182,Competitor,Competitor offered higher download speeds,No
0927-LCSMG,Male,23,Yes,No,No,No,0,United States,California,San Jose,95129,"37.305622, -122.000887",37.305622,-122.000887,"37,570",Q3,No,0,7,Offer E,Yes,21.58,No,Yes,Fiber Optic,71,No,No,Yes,No,No,No,Yes,No,Month-to-Month,No,Mailed Check,74.65,544.55,0,10,151.06,705.61,3,Churned,Yes,1,75,3331,Competitor,Competitor offered more data,No
8257-RZAHR,Female,51,No,No,Yes,No,0,United States,California,San Jose,95134,"37.42765, -121.945416",37.42765,-121.945416,"9,657",Q3,Yes,1,14,Offer D,Yes,20.4,Yes,Yes,DSL,30,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,64.7,941,0,0,285.6,1226.6,1,Churned,Yes,1,86,4049,Competitor,Competitor offered more data,Yes
0841-NULXI,Male,38,No,No,No,No,0,United States,California,Stockton,95209,"38.044523, -121.348048",38.044523,-121.348048,"30,814",Q3,No,0,1,,No,0,No,Yes,DSL,26,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,35.55,35.55,0,0,0,35.55,1,Churned,Yes,1,71,3958,Other,Don't know,No
7851-WZEKY,Female,32,No,No,No,No,0,United States,California,Stockton,95219,"38.029729, -121.387999",38.029729,-121.387999,"19,109",Q3,No,0,2,Offer E,Yes,38.51,Yes,Yes,Fiber Optic,25,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.15,196.9,0,0,77.02,273.92,2,Churned,Yes,1,82,2414,Competitor,Competitor made better offer,No
8844-TONUD,Male,54,No,No,Yes,No,0,United States,California,Acampo,95220,"38.200231, -121.235034",38.200231,-121.235034,"6,317",Q3,Yes,4,13,Offer D,Yes,45.6,No,Yes,Fiber Optic,11,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,96.65,1162.85,0,0,592.8,1755.65,1,Churned,Yes,1,75,5295,Competitor,Competitor had better devices,Yes
5868-CZJDR,Male,41,No,No,No,No,0,United States,California,Linden,95236,"38.047746, -121.030499",38.047746,-121.030499,"3,148",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,6,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,31.35,31.35,0,80,0,111.35,2,Churned,Yes,1,85,3605,Attitude,Attitude of service provider,No
0135-NMXAP,Female,57,No,No,No,No,0,United States,California,Lodi,95240,"38.123544, -121.159078",38.123544,-121.159078,"45,755",Q3,No,0,12,Offer D,Yes,14.38,Yes,Yes,Fiber Optic,6,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.75,1052.4,0,0,172.56,1224.96,3,Churned,Yes,1,90,5671,Attitude,Attitude of support person,No
6270-OMFIW,Male,33,No,No,Yes,No,0,United States,California,Valley Springs,95252,"38.156971, -120.849231",38.156971,-120.849231,"11,266",Q3,Yes,9,60,Offer B,Yes,47.4,No,Yes,Cable,29,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94.4,5610.25,0,0,2844,8454.25,2,Churned,Yes,1,91,4990,Attitude,Attitude of support person,Yes
0107-WESLM,Male,32,No,No,No,No,0,United States,California,West Point,95255,"38.41935, -120.469545",38.41935,-120.469545,"2,198",Q3,No,0,1,Offer E,Yes,31.77,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.85,19.85,0,0,31.77,51.62,2,Churned,Yes,1,66,3874,Attitude,Attitude of support person,No
3992-YWPKO,Female,55,No,No,No,No,0,United States,California,Atwater,95301,"37.321233, -120.656354",37.321233,-120.656354,"27,808",Q3,No,0,6,Offer E,Yes,20.36,Yes,Yes,Fiber Optic,10,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,109.9,669.45,0,0,122.16,791.61,1,Churned,Yes,1,69,5750,Competitor,Competitor had better devices,No
0125-LZQXK,Male,42,No,No,No,No,0,United States,California,Big Oak Flat,95305,"37.818589, -120.256995",37.818589,-120.256995,167,Q3,No,0,15,Offer D,Yes,45.92,No,Yes,Fiber Optic,12,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.35,1553.95,0,0,688.8,2242.75,2,Churned,Yes,1,91,3025,Attitude,Attitude of service provider,No
5673-FSSMF,Female,19,Yes,No,No,No,0,United States,California,Delhi,95315,"37.422961, -120.765493",37.422961,-120.765493,"10,159",Q3,No,0,1,Offer E,Yes,33.48,Yes,Yes,Cable,59,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,60.15,60.15,0,20,33.48,113.63,3,Churned,Yes,1,91,4611,Attitude,Attitude of support person,No
1579-KLYDT,Male,31,No,No,No,No,0,United States,California,Hickman,95323,"37.605926, -120.69955",37.605926,-120.69955,"1,055",Q3,No,0,7,Offer E,Yes,35.91,Yes,Yes,Fiber Optic,27,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.45,593.45,0,0,251.37,844.82,2,Churned,Yes,1,91,5356,Competitor,Competitor made better offer,No
3927-NLNRY,Male,48,No,No,Yes,No,0,United States,California,Long Barn,95335,"38.109125, -120.078597",38.109125,-120.078597,683,Q3,Yes,1,53,Offer B,Yes,15.77,No,Yes,Fiber Optic,9,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94.25,4867.95,0,0,835.81,5703.76,3,Churned,Yes,1,96,5414,Other,Moved,Yes
6358-LYNGM,Male,26,Yes,No,No,No,0,United States,California,Mariposa,95338,"37.526791, -119.99437",37.526791,-119.99437,"10,226",Q3,No,0,1,Offer E,Yes,1.84,Yes,Yes,Fiber Optic,76,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,74.9,0,0,1.84,76.74,3,Churned,Yes,1,84,2548,Other,Moved,No
5494-HECPR,Female,34,No,No,No,No,0,United States,California,Mi Wuk Village,95346,"38.121601, -120.133915",38.121601,-120.133915,"1,278",Q3,No,0,1,Offer E,Yes,32.92,No,Yes,Fiber Optic,3,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.25,80.25,0,0,32.92,113.17,2,Churned,Yes,1,69,2502,Other,Moved,No
9824-BEMCV,Male,58,No,No,Yes,No,0,United States,California,Modesto,95350,"37.671806, -121.007575",37.671806,-121.007575,"52,872",Q3,Yes,1,17,Offer D,Yes,44.97,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69,1149.65,0,0,764.49,1914.14,2,Churned,Yes,1,77,3368,Competitor,Competitor offered higher download speeds,Yes
1373-ORVIZ,Female,62,No,No,Yes,No,0,United States,California,Modesto,95351,"37.621458, -121.012295",37.621458,-121.012295,"47,536",Q3,Yes,1,11,Offer D,Yes,15.69,Yes,Yes,DSL,12,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,66.35,740.8,0,0,172.59,913.39,1,Churned,Yes,1,91,2860,Competitor,Competitor had better devices,Yes
9866-QEVEE,Male,58,No,No,No,No,0,United States,California,Modesto,95356,"37.716186, -121.025836",37.716186,-121.025836,"26,055",Q3,No,0,19,Offer D,Yes,20.41,Yes,Yes,Fiber Optic,11,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,86,1532.45,0,30,387.79,1950.24,1,Churned,Yes,1,91,4857,Competitor,Competitor had better devices,No
9897-KXHCM,Female,37,No,No,Yes,No,0,United States,California,Modesto,95357,"37.670526, -120.877572",37.670526,-120.877572,"13,343",Q3,Yes,1,3,Offer E,Yes,48.38,No,Yes,Fiber Optic,14,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.3,250.05,0,0,145.14,395.19,1,Churned,Yes,1,72,3212,Competitor,Competitor offered higher download speeds,Yes
7979-CORPM,Male,40,No,No,No,No,0,United States,California,Oakdale,95361,"37.785033, -120.776141",37.785033,-120.776141,"25,384",Q3,No,0,24,,Yes,35.93,Yes,Yes,Fiber Optic,5,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,90.55,2282.55,0,0,862.32,3144.87,2,Churned,Yes,1,67,5927,Other,Don't know,No
1618-CFHME,Female,30,No,No,No,No,0,United States,California,Riverbank,95367,"37.734971, -120.954271",37.734971,-120.954271,"16,525",Q3,No,0,2,,Yes,26.87,Yes,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.9,143.35,0,0,53.74,197.09,1,Churned,Yes,1,86,2101,Other,Don't know,No
3165-HDOEW,Male,47,No,No,Yes,No,0,United States,California,Salida,95368,"37.713152, -121.08739",37.713152,-121.08739,"12,466",Q3,Yes,1,1,,Yes,14.9,No,Yes,DSL,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.85,45.85,0,0,14.9,60.75,2,Churned,Yes,1,73,3706,Other,Don't know,Yes
6581-NQCBA,Female,36,No,No,Yes,No,0,United States,California,Snelling,95369,"37.521708, -120.426843",37.521708,-120.426843,"1,158",Q3,Yes,1,16,Offer D,No,0,No,Yes,DSL,29,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.95,810.2,0,0,0,810.2,1,Churned,Yes,1,78,4840,Other,Don't know,Yes
1689-MRZQR,Male,36,No,No,Yes,No,0,United States,California,Turlock,95382,"37.529656, -120.854357",37.529656,-120.854357,"24,708",Q3,Yes,1,34,,Yes,13.45,No,Yes,Fiber Optic,12,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,78.3,2564.3,0,0,457.3,3021.6,3,Churned,Yes,1,77,2777,Other,Don't know,Yes
5835-BEQEU,Male,44,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,3,,Yes,38.38,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,76.95,228.4,0,10,115.14,353.54,2,Churned,Yes,1,92,4428,Competitor,Competitor made better offer,No
5552-ZNFSJ,Male,49,No,No,No,No,0,United States,California,Santa Rosa,95407,"38.394091, -122.739814",38.394091,-122.739814,"30,876",Q3,No,0,1,,Yes,34.37,No,Yes,DSL,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.3,45.3,0,0,34.37,79.67,3,Churned,Yes,1,66,4568,Other,Poor expertise of online support,No
2223-KAGMX,Female,47,No,No,No,No,0,United States,California,Santa Rosa,95409,"38.468893, -122.580539",38.468893,-122.580539,"25,718",Q3,No,0,15,Offer D,Yes,33.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.4,289.3,0,0,497.1,786.4,1,Churned,Yes,1,87,5379,Price,Long distance charges,No
7321-PKUYW,Female,46,No,No,No,No,0,United States,California,Branscomb,95417,"39.710591, -123.682799",39.710591,-123.682799,176,Q3,No,0,11,Offer D,Yes,22.36,Yes,Yes,Cable,3,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,90.15,987.95,0,0,245.96,1233.91,1,Churned,Yes,1,66,5250,Competitor,Competitor had better devices,No
2833-SLKDQ,Male,23,Yes,No,No,No,0,United States,California,Caspar,95420,"39.361283, -123.784599",39.361283,-123.784599,333,Q3,No,0,1,,Yes,48.03,No,Yes,Cable,73,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,45.05,45.05,0,0,48.03,93.08,1,Churned,Yes,1,91,4094,Competitor,Competitor had better devices,No
7595-EUIVN,Female,53,No,No,No,No,0,United States,California,Clearlake,95422,"38.965804, -122.631779",38.965804,-122.631779,"13,485",Q3,No,0,1,,Yes,14.48,No,Yes,Fiber Optic,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.8,75.8,0,0,14.48,90.28,1,Churned,Yes,1,70,3940,Competitor,Competitor had better devices,No
2026-TGDHM,Female,54,No,No,No,No,0,United States,California,Cloverdale,95425,"38.801936, -122.938935",38.801936,-122.938935,"9,210",Q3,No,0,7,,Yes,19.21,No,Yes,Fiber Optic,16,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,79.3,523.15,0,10,134.47,667.62,1,Churned,Yes,1,69,3830,Competitor,Competitor had better devices,No
4030-VPZBD,Female,53,No,No,No,No,0,United States,California,Comptche,95427,"39.239818, -123.565432",39.239818,-123.565432,371,Q3,No,0,2,,No,0,No,Yes,DSL,18,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.9,59.05,0,0,0,59.05,2,Churned,Yes,1,91,2860,Dissatisfaction,Network reliability,No
2408-TZMJL,Male,43,No,No,Yes,No,0,United States,California,Gualala,95445,"38.848082, -123.50608",38.848082,-123.50608,"1,916",Q3,Yes,1,59,Offer B,Yes,22.71,Yes,Yes,Fiber Optic,26,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,110.15,6448.05,0,0,1339.89,7787.94,1,Churned,Yes,1,90,4601,Dissatisfaction,Network reliability,Yes
7993-PYKOF,Male,20,Yes,No,Yes,No,0,United States,California,Rio Nido,95471,"38.522328, -122.97932",38.522328,-122.97932,298,Q3,Yes,1,8,,Yes,5.34,No,Yes,Fiber Optic,42,Yes,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,75,632.95,0,0,42.72,675.67,1,Churned,Yes,1,80,2587,Dissatisfaction,Network reliability,Yes
5027-XWQHA,Male,35,No,No,No,No,0,United States,California,Ukiah,95482,"39.134075, -123.23422",39.134075,-123.23422,"30,988",Q3,No,0,6,,Yes,41.16,No,Yes,Cable,10,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,44.75,270.95,0,10,246.96,527.91,2,Churned,Yes,1,78,2087,Dissatisfaction,Network reliability,No
4566-QVRRW,Female,41,No,No,Yes,No,0,United States,California,Witter Springs,95493,"39.222323, -122.985488",39.222323,-122.985488,240,Q3,Yes,1,11,Offer D,Yes,24.83,No,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.05,483.7,0,0,273.13,756.83,1,Churned,Yes,1,84,3200,Competitor,Competitor had better devices,Yes
0201-OAMXR,Female,30,No,No,No,No,0,United States,California,Mckinleyville,95519,"40.965011, -124.015255",40.965011,-124.015255,"15,921",Q3,No,0,70,Offer A,Yes,10.21,Yes,Yes,Fiber Optic,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,115.55,8127.6,0,0,714.7,8842.3,1,Churned,Yes,1,87,4838,Dissatisfaction,Network reliability,No
7831-QGOXH,Female,27,Yes,No,No,No,0,United States,California,Blue Lake,95525,"40.94338, -123.831799",40.94338,-123.831799,"1,584",Q3,No,0,18,,Yes,24.4,Yes,Yes,Fiber Optic,71,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.2,1553.9,0,0,439.2,1993.1,3,Churned,Yes,1,77,3326,Other,Don't know,No
6393-WRYZE,Female,35,No,No,Yes,No,0,United States,California,Bridgeville,95526,"40.372532, -123.525626",40.372532,-123.525626,695,Q3,Yes,1,34,,Yes,43.33,Yes,Yes,Fiber Optic,16,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.65,3207.55,0,0,1473.22,4680.77,2,Churned,Yes,1,87,3979,Other,Don't know,Yes
6599-RCLCJ,Male,54,No,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,47,Offer B,Yes,7.62,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,109.55,5124.55,0,0,358.14,5482.69,2,Churned,Yes,1,90,5863,Competitor,Competitor made better offer,Yes
9831-BPFRI,Female,50,No,No,Yes,No,0,United States,California,Ferndale,95536,"40.4785, -124.301372",40.4785,-124.301372,"2,965",Q3,Yes,1,39,,Yes,35.32,Yes,Yes,Fiber Optic,30,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,89.55,3474.45,0,0,1377.48,4851.93,2,Churned,Yes,1,65,3849,Dissatisfaction,Poor expertise of online support,Yes
1725-MIMXW,Male,42,No,No,No,No,0,United States,California,Honeydew,95545,"40.342928, -124.063329",40.342928,-124.063329,82,Q3,No,0,1,Offer E,Yes,48.96,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.45,19.45,0,0,48.96,68.41,2,Churned,Yes,1,78,5687,Dissatisfaction,Poor expertise of phone support,No
0031-PVLZI,Female,34,No,No,Yes,No,0,United States,California,Korbel,95550,"40.7666, -123.80458",40.7666,-123.80458,155,Q3,No,0,4,Offer E,Yes,12.43,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,76.35,0,0,49.72,126.07,1,Churned,Yes,1,81,4133,Price,Long distance charges,Yes
4791-QRGMF,Male,33,No,No,Yes,No,0,United States,California,Miranda,95553,"40.210895, -123.86",40.210895,-123.86,867,Q3,Yes,1,59,Offer B,Yes,10.76,Yes,Yes,Fiber Optic,5,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.5,5961.1,0,0,634.84,6595.94,3,Churned,Yes,1,76,6098,Competitor,Competitor offered more data,Yes
4671-LXRDQ,Male,44,No,No,No,No,0,United States,California,Salyer,95563,"40.89866, -123.539754",40.89866,-123.539754,660,Q3,No,0,2,,Yes,17.25,No,Yes,Cable,3,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,45,96.45,0,30,34.5,160.95,1,Churned,Yes,1,93,5704,Competitor,Competitor had better devices,No
1934-SJVJK,Male,35,No,No,No,No,0,United States,California,Smith River,95567,"41.950683, -124.097094",41.950683,-124.097094,"2,020",Q3,No,0,1,Offer E,Yes,40.51,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.15,20.15,0,0,40.51,60.66,2,Churned,Yes,1,70,4103,Price,Long distance charges,No
3838-OZURD,Male,28,Yes,No,Yes,No,0,United States,California,Somes Bar,95568,"41.444606, -123.471895",41.444606,-123.471895,202,Q3,No,0,66,Offer A,Yes,7.28,Yes,Yes,Fiber Optic,51,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,105,7133.25,0,0,480.48,7613.73,1,Churned,Yes,1,96,5723,Competitor,Competitor had better devices,Yes
9269-CQOOL,Male,58,No,No,No,No,0,United States,California,Trinidad,95570,"41.162295, -124.027381",41.162295,-124.027381,"2,369",Q3,No,0,3,Offer E,Yes,2.88,No,Yes,DSL,17,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,54.7,169.45,0,0,8.64,178.09,1,Churned,Yes,1,66,3335,Competitor,Competitor had better devices,No
2845-HSJCY,Female,49,No,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,14,,Yes,29.18,Yes,Yes,Fiber Optic,19,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,87.25,1258.6,0,0,408.52,1667.12,2,Churned,Yes,1,78,4786,Competitor,Competitor made better offer,Yes
1184-PJVDB,Male,38,No,No,Yes,No,0,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,222,Q3,Yes,1,10,,Yes,11.3,No,Yes,Fiber Optic,4,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.95,857.2,0,0,113,970.2,1,Churned,Yes,1,68,5640,Competitor,Competitor had better devices,Yes
9415-DPEWS,Female,47,No,No,No,No,0,United States,California,Carmichael,95608,"38.626128, -121.328011",38.626128,-121.328011,"58,830",Q3,No,0,18,,Yes,12.67,Yes,Yes,Fiber Optic,23,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.35,1639.3,0,0,228.06,1867.36,3,Churned,Yes,1,96,5727,Competitor,Competitor offered more data,No
7943-RQCHR,Female,34,No,No,No,No,0,United States,California,Davis,95616,"38.508735, -121.678813",38.508735,-121.678813,"67,411",Q3,No,0,9,Offer E,Yes,10.07,Yes,Yes,Fiber Optic,26,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.75,889.9,0,30,90.63,1010.53,2,Churned,Yes,1,83,2893,Competitor,Competitor offered more data,No
3249-ZPQRG,Male,28,Yes,No,No,No,0,United States,California,Diamond Springs,95619,"38.683605, -120.811852",38.683605,-120.811852,"4,426",Q3,No,0,4,Offer E,Yes,42.06,Yes,Yes,Fiber Optic,58,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,78.45,330.05,0,0,168.24,498.29,1,Churned,Yes,1,67,5048,Competitor,Competitor made better offer,No
2568-BRGYX,Male,43,No,No,No,No,0,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,"18,529",Q3,No,0,4,,Yes,13.02,No,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.2,237.95,0,0,52.08,290.03,1,Churned,Yes,1,92,5094,Competitor,Competitor had better devices,No
7721-JXEAW,Male,23,Yes,No,Yes,No,0,United States,California,Elk Grove,95624,"38.434138, -121.30587",38.434138,-121.30587,"38,534",Q3,Yes,1,59,Offer B,No,0,No,Yes,DSL,69,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,41.05,2452.7,0,0,0,2452.7,2,Churned,Yes,1,70,4324,Competitor,Competitor offered higher download speeds,Yes
7249-WBIYX,Male,63,No,No,Yes,No,0,United States,California,Elmira,95625,"38.349195, -121.902943",38.349195,-121.902943,171,Q3,Yes,1,10,,Yes,30.1,Yes,Yes,Cable,29,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.6,813.85,0,0,301,1114.85,2,Churned,Yes,1,70,5146,Competitor,Competitor offered more data,Yes
3164-AALRN,Male,39,No,No,No,No,0,United States,California,Greenwood,95635,"38.921333, -120.897718",38.921333,-120.897718,"1,140",Q3,No,0,5,,Yes,45.25,No,Yes,DSL,22,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,70,347.4,0,10,226.25,583.65,2,Churned,Yes,1,77,2673,Competitor,Competitor had better devices,No
3334-CTHOL,Female,51,No,No,No,No,0,United States,California,Jackson,95642,"38.336216, -120.76901",38.336216,-120.76901,"6,202",Q3,No,0,1,,Yes,43.49,Yes,Yes,Cable,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.95,49.95,0,0,43.49,93.44,2,Churned,Yes,1,71,2041,Competitor,Competitor had better devices,No
4704-ERYFC,Female,19,Yes,No,Yes,No,0,United States,California,Knights Landing,95645,"38.875508, -121.765866",38.875508,-121.765866,"1,793",Q3,Yes,1,22,,Yes,32.11,No,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.25,1554,0,0,706.42,2260.42,1,Churned,Yes,1,85,2159,Competitor,Competitor offered higher download speeds,Yes
0471-LVHGK,Male,34,No,No,Yes,No,0,United States,California,Orangevale,95662,"38.689174, -121.218435",38.689174,-121.218435,"32,040",Q3,Yes,1,41,,Yes,15.91,Yes,Yes,DSL,29,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,73,3001.2,0,0,652.31,3653.51,2,Churned,Yes,1,86,2041,Competitor,Competitor offered higher download speeds,Yes
9518-RWHZL,Female,39,No,No,No,No,0,United States,California,Penryn,95663,"38.859093, -121.182872",38.859093,-121.182872,"2,048",Q3,No,0,64,,Yes,28.13,Yes,Yes,Fiber Optic,18,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.05,6254.2,0,0,1800.32,8054.52,1,Churned,Yes,1,69,5452,Competitor,Competitor had better devices,No
6240-EURKS,Female,27,Yes,No,No,No,0,United States,California,Plymouth,95669,"38.489273, -120.891614",38.489273,-120.891614,"2,220",Q3,No,0,18,,No,0,No,Yes,DSL,85,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,35,553,0,70,0,623,2,Churned,Yes,1,76,2649,Competitor,Competitor offered more data,No
6960-HVYXR,Female,20,Yes,No,No,No,0,United States,California,Rio Linda,95673,"38.688764, -121.457596",38.688764,-121.457596,"14,010",Q3,No,0,1,,Yes,35.01,Yes,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76,76,0,0,35.01,111.01,1,Churned,Yes,1,72,2567,Competitor,Competitor made better offer,No
7861-UVUFT,Female,36,No,No,Yes,No,0,United States,California,Sloughhouse,95683,"38.470423, -121.114897",38.470423,-121.114897,"4,731",Q3,Yes,1,15,,Yes,28.3,No,Yes,Cable,28,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.3,1308.4,0,0,424.5,1732.9,1,Churned,Yes,1,86,4003,Competitor,Competitor had better devices,Yes
0680-DFNNY,Male,62,No,No,Yes,No,0,United States,California,Winters,95694,"38.578604, -122.024579",38.578604,-122.024579,"8,406",Q3,Yes,1,15,,Yes,40.7,Yes,Yes,Fiber Optic,29,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.1,1504.05,0,0,610.5,2114.55,2,Churned,Yes,1,90,2055,Competitor,Competitor offered more data,Yes
7767-UXAGJ,Male,37,No,No,No,No,0,United States,California,Colfax,95713,"39.084645, -120.894014",39.084645,-120.894014,"8,525",Q3,No,0,1,,Yes,28.25,Yes,Yes,Cable,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.45,50.45,0,0,28.25,78.7,3,Churned,Yes,1,68,2928,Competitor,Competitor made better offer,No
1571-SAVHK,Male,20,Yes,No,No,No,0,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,"3,747",Q3,No,0,12,,Yes,28.16,Yes,Yes,Fiber Optic,42,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,99.95,1132.75,0,120,337.92,1590.67,1,Churned,Yes,1,80,5598,Competitor,Competitor had better devices,No
9546-CQJSU,Female,50,No,No,No,No,0,United States,California,Soda Springs,95728,"39.279068, -120.414275",39.279068,-120.414275,88,Q3,No,0,2,,Yes,39.62,Yes,Yes,Fiber Optic,7,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.4,193.6,0,0,79.24,272.84,1,Churned,Yes,1,80,5100,Competitor,Competitor had better devices,No
2951-QOQTK,Male,28,Yes,No,No,No,0,United States,California,Sacramento,95815,"38.608405, -121.449942",38.608405,-121.449942,"25,355",Q3,No,0,4,,Yes,42.33,Yes,Yes,Fiber Optic,76,No,No,No,Yes,No,No,Yes,Yes,Month-to-Month,No,Credit Card,80.8,332.45,0,0,169.32,501.77,2,Churned,Yes,1,72,5436,Competitor,Competitor offered higher download speeds,No
3473-XIIIT,Female,61,No,No,Yes,No,0,United States,California,Sacramento,95824,"38.517295, -121.439819",38.517295,-121.439819,"30,580",Q3,Yes,1,16,,Yes,37.83,Yes,Yes,Cable,26,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100,1534.75,0,0,605.28,2140.03,1,Churned,Yes,1,68,3794,Competitor,Competitor had better devices,Yes
7893-IXHRQ,Male,53,No,No,No,No,0,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,"38,818",Q3,No,0,1,,Yes,15.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.55,20.55,0,0,15.91,36.46,2,Churned,Yes,1,87,5636,Attitude,Attitude of service provider,No
2952-QAYZF,Male,30,No,No,No,No,0,United States,California,Sacramento,95828,"38.486938, -121.395805",38.486938,-121.395805,"54,880",Q3,No,0,5,,Yes,36.52,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.3,424.15,0,0,182.6,606.75,1,Churned,Yes,1,81,2264,Competitor,Competitor had better devices,No
4763-PGDPO,Female,19,Yes,No,No,No,0,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,"42,832",Q3,No,0,4,,Yes,41.12,No,Yes,Fiber Optic,42,No,No,No,No,No,No,Yes,No,Month-to-Month,No,Bank Withdrawal,70.4,281,0,70,164.48,515.48,1,Churned,Yes,1,88,4494,Competitor,Competitor had better devices,No
5394-SVGJV,Male,27,Yes,No,No,No,0,United States,California,Sacramento,95838,"38.646096, -121.442433",38.646096,-121.442433,"34,894",Q3,No,0,37,,Yes,30.72,Yes,Yes,Fiber Optic,42,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,98.8,3475.55,0,0,1136.64,4612.19,1,Churned,Yes,1,82,3066,Competitor,Competitor made better offer,No
9283-LZQOH,Male,36,No,No,Yes,No,0,United States,California,Antelope,95843,"38.715498, -121.363411",38.715498,-121.363411,"36,432",Q3,Yes,1,13,,Yes,2.92,Yes,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.4,896.75,0,0,37.96,934.71,1,Churned,Yes,1,89,3687,Competitor,Competitor made better offer,Yes
7079-QRCBC,Female,35,No,No,No,No,0,United States,California,Sacramento,95864,"38.585826, -121.376263",38.585826,-121.376263,"23,362",Q3,No,0,24,,Yes,37.69,Yes,Yes,Fiber Optic,18,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.75,2407.3,0,0,904.56,3311.86,1,Churned,Yes,1,85,4016,Competitor,Competitor had better devices,No
5469-CTCWN,Male,52,No,No,Yes,No,0,United States,California,Arbuckle,95912,"38.982373, -122.047751",38.982373,-122.047751,"4,796",Q3,Yes,1,61,,Yes,46.95,Yes,Yes,Cable,21,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106,6547.7,0,0,2863.95,9411.65,1,Churned,Yes,1,92,4334,Competitor,Competitor offered higher download speeds,Yes
9851-QXEEQ,Male,21,Yes,No,No,No,0,United States,California,Bangor,95914,"39.396585, -121.38029",39.396585,-121.38029,626,Q3,No,0,41,,Yes,47.74,Yes,Yes,Fiber Optic,48,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.7,4346.4,0,0,1957.34,6303.74,1,Churned,Yes,1,84,3316,Competitor,Competitor had better devices,No
5208-HFSBT,Female,47,No,No,No,No,0,United States,California,Challenge,95925,"39.461768, -121.195825",39.461768,-121.195825,262,Q3,No,0,2,Offer E,Yes,42.55,No,Yes,DSL,30,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.05,102.75,0,0,85.1,187.85,1,Churned,Yes,1,81,5855,Competitor,Competitor had better devices,No
2667-WYLWJ,Female,44,No,No,Yes,No,0,United States,California,Dunnigan,95937,"38.931425, -121.946081",38.931425,-121.946081,19,Q3,Yes,1,8,Offer E,Yes,46.13,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.75,145,0,0,369.04,514.04,3,Churned,Yes,1,89,2247,Price,Long distance charges,Yes
1092-GANHU,Male,62,No,No,No,No,0,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,"11,168",Q3,No,0,17,,Yes,30.61,No,Yes,Fiber Optic,7,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.65,1313.55,0,0,520.37,1833.92,2,Churned,Yes,1,87,3182,Competitor,Competitor offered more data,No
7881-EVUAD,Female,49,No,No,No,No,0,United States,California,Oroville,95966,"39.473896, -121.415927",39.473896,-121.415927,"28,382",Q3,No,0,2,Offer E,No,0,No,Yes,DSL,21,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,42.6,72.4,0,0,0,72.4,2,Churned,Yes,1,79,4648,Competitor,Competitor offered more data,No
5766-XQXMQ,Female,45,No,No,No,No,0,United States,California,Princeton,95970,"39.424957, -122.039307",39.424957,-122.039307,495,Q3,No,0,29,,Yes,1.02,No,Yes,DSL,19,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,68.85,1970.5,0,0,29.58,2000.08,1,Churned,Yes,1,79,5449,Competitor,Competitor made better offer,No
3703-VAVCL,Male,51,No,No,Yes,No,0,United States,California,Strawberry Valley,95981,"39.58458, -121.093256",39.58458,-121.093256,101,Q3,Yes,1,2,,Yes,46.92,No,Yes,Fiber Optic,7,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,90,190.05,0,0,93.84,283.89,2,Churned,Yes,1,91,3902,Competitor,Competitor made better offer,Yes
8519-QJGJD,Female,42,No,No,No,No,0,United States,California,Twain,95984,"40.022184, -121.062384",40.022184,-121.062384,73,Q3,No,0,14,Offer D,Yes,18.74,No,Yes,Cable,20,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.35,1025.95,0,0,262.36,1288.31,2,Churned,Yes,1,71,4995,Attitude,Attitude of service provider,No
6326-MTTXK,Male,56,No,No,No,No,0,United States,California,Yuba City,95993,"39.075694, -121.70606",39.075694,-121.70606,"27,786",Q3,No,0,8,Offer E,Yes,3.27,Yes,Yes,Fiber Optic,6,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,100.85,819.55,0,0,26.16,845.71,2,Churned,Yes,1,90,3849,Attitude,Attitude of service provider,No
0330-IVZHA,Female,55,No,No,Yes,No,0,United States,California,Anderson,96007,"40.448632, -122.306657",40.448632,-122.306657,"21,418",Q3,Yes,1,5,Offer E,Yes,17.08,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.95,330.15,0,0,85.4,415.55,2,Churned,Yes,1,81,2969,Attitude,Attitude of service provider,Yes
2886-KEFUM,Female,50,No,No,Yes,No,0,United States,California,Big Bend,96011,"41.096569, -121.879082",41.096569,-121.879082,265,Q3,Yes,1,63,,Yes,1.93,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,107.5,6873.75,0,60,121.59,7055.34,3,Churned,Yes,1,96,6144,Attitude,Attitude of support person,Yes
4237-RLAQD,Male,58,No,No,No,No,0,United States,California,Callahan,96014,"41.388397, -122.794636",41.388397,-122.794636,290,Q3,No,0,1,Offer E,Yes,44.75,No,Yes,Cable,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.85,45.85,0,0,44.75,90.6,2,Churned,Yes,1,94,5930,Attitude,Attitude of support person,No
9651-GTSAQ,Female,44,No,No,Yes,No,0,United States,California,Corning,96021,"39.913777, -122.289984",39.913777,-122.289984,"13,840",Q3,Yes,1,53,,Yes,30.09,No,Yes,Fiber Optic,11,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.1,5769.75,0,0,1594.77,7364.52,3,Churned,Yes,1,94,4471,Attitude,Attitude of support person,Yes
3186-BAXNB,Female,20,Yes,No,No,No,0,United States,California,Cottonwood,96022,"40.336392, -122.448533",40.336392,-122.448533,"12,348",Q3,No,0,1,Offer E,Yes,17.23,No,Yes,Fiber Optic,52,No,Yes,No,Yes,Yes,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,91.7,91.7,0,0,17.23,108.93,3,Churned,Yes,1,71,4319,Attitude,Attitude of service provider,No
0637-YLETY,Female,39,No,No,No,No,0,United States,California,Douglas City,96024,"40.586588, -122.903677",40.586588,-122.903677,960,Q3,No,0,16,Offer D,Yes,18.99,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.6,1555.65,0,0,303.84,1859.49,1,Churned,Yes,1,96,5915,Attitude,Attitude of service provider,No
1157-BQCUW,Male,59,No,No,No,No,0,United States,California,Fall River Mills,96028,"41.017282, -121.468945",41.017282,-121.468945,"1,902",Q3,No,0,1,Offer E,Yes,30.07,Yes,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,74.95,0,0,30.07,105.02,1,Churned,Yes,1,82,2591,Competitor,Competitor had better devices,No
2003-CKLOR,Male,62,No,No,No,No,0,United States,California,Igo,96047,"40.524535, -122.647172",40.524535,-122.647172,911,Q3,No,0,66,Offer A,Yes,25.82,No,Yes,Cable,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,99.5,6710.5,0,0,1704.12,8414.62,2,Churned,Yes,1,73,4001,Other,Moved,No
9254-RBFON,Female,38,No,No,Yes,No,0,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,482,Q3,Yes,1,17,Offer D,Yes,5.4,No,Yes,Fiber Optic,8,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,98.6,1704.95,0,0,91.8,1796.75,2,Churned,Yes,1,91,5160,Competitor,Competitor had better devices,Yes
1205-WNWPJ,Female,54,No,No,No,No,0,United States,California,Lakehead,96051,"40.883853, -122.418258",40.883853,-122.418258,"1,236",Q3,No,0,7,Offer E,Yes,2.24,No,Yes,DSL,22,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,59.5,415.95,0,0,15.68,431.63,3,Churned,Yes,1,91,4661,Other,Moved,No
8387-MOJJT,Female,53,No,No,Yes,No,0,United States,California,Nubieber,96068,"41.082472, -121.195215",41.082472,-121.195215,240,Q3,Yes,1,42,,Yes,34.02,No,Yes,Fiber Optic,18,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,77.95,3384,0,0,1428.84,4812.84,1,Churned,Yes,1,82,5396,Competitor,Competitor made better offer,Yes
6032-KRXXO,Male,33,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,30,,Yes,30.06,No,Yes,Fiber Optic,19,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.25,2755.35,0,0,901.8,3657.15,2,Churned,Yes,1,84,5654,Competitor,Competitor made better offer,No
7459-RRWQZ,Female,51,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,15,Offer D,Yes,47.57,Yes,Yes,DSL,26,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,64.65,994.55,0,0,713.55,1708.1,1,Churned,Yes,1,89,4780,Competitor,Competitor made better offer,No
3092-IGHWF,Male,34,No,No,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,67,Offer A,Yes,28.4,Yes,Yes,Cable,10,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,87.4,5918.8,0,0,1902.8,7821.6,2,Churned,Yes,1,65,4421,Competitor,Competitor made better offer,Yes
6352-TWCAU,Female,32,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,35,,Yes,19.07,Yes,Yes,Fiber Optic,17,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.45,3029.1,0,0,667.45,3696.55,1,Churned,Yes,1,68,5874,Competitor,Competitor made better offer,No
2929-QNSRW,Female,21,Yes,No,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,56,,Yes,19.16,Yes,Yes,Fiber Optic,48,No,Yes,No,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,98.25,5508.35,0,150,1072.96,6731.31,1,Churned,Yes,1,90,4886,Competitor,Competitor made better offer,Yes
1262-OPMFY,Female,46,No,No,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,9,Offer E,Yes,31.75,No,Yes,Fiber Optic,25,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.75,655.9,0,0,285.75,941.65,3,Churned,Yes,1,92,5105,Competitor,Competitor made better offer,Yes
1899-VXWXM,Male,55,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,48,,Yes,24.73,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,106.1,5082.8,0,0,1187.04,6269.84,1,Churned,Yes,1,89,5898,Other,Don't know,No
3331-HQDTW,Female,23,Yes,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,34,,Yes,7.99,Yes,Yes,Fiber Optic,76,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,109.8,3587.25,0,0,271.66,3858.91,1,Churned,Yes,1,89,3410,Competitor,Competitor made better offer,No
5442-XSDCW,Male,61,No,No,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,11,Offer D,Yes,13.33,No,Yes,Fiber Optic,19,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,79.5,868.5,0,50,146.63,1065.13,1,Churned,Yes,1,91,3469,Competitor,Competitor made better offer,Yes
3049-NDXFL,Female,30,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,1,Offer E,Yes,34.47,Yes,Yes,Fiber Optic,59,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,85.8,85.8,0,0,34.47,120.27,3,Churned,Yes,1,89,2850,Competitor,Competitor made better offer,No
7963-GQRMY,Female,19,Yes,No,Yes,No,0,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,"67,852",Q3,Yes,1,3,Offer E,Yes,44.46,No,Yes,DSL,51,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,44.3,134.5,0,0,133.38,267.88,2,Churned,Yes,1,88,4903,Price,Extra data charges,Yes
1228-FZFRV,Male,37,No,No,Yes,No,0,United States,California,Los Angeles,90007,"34.027337, -118.28515",34.027337,-118.28515,"45,025",Q3,No,0,50,,Yes,20.88,Yes,Yes,Fiber Optic,13,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,105.95,5341.8,0,0,1044,6385.8,1,Churned,Yes,1,79,5536,Price,Extra data charges,Yes
2058-DCJBE,Male,32,No,No,No,No,0,United States,California,Los Angeles,90012,"34.065875, -118.238728",34.065875,-118.238728,"30,596",Q3,No,0,5,Offer E,Yes,31.14,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.75,324.6,0,0,155.7,480.3,1,Churned,Yes,1,91,3965,Competitor,Competitor had better devices,No
5364-XYIRR,Male,44,No,No,Yes,No,0,United States,California,Los Angeles,90013,"34.044639, -118.240413",34.044639,-118.240413,"9,732",Q3,Yes,1,51,,Yes,21.08,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.65,4812.75,0,0,1075.08,5887.83,1,Churned,Yes,1,91,4747,Competitor,Competitor had better devices,Yes
4829-AUOAX,Female,57,No,No,No,No,0,United States,California,Los Angeles,90014,"34.043144, -118.251977",34.043144,-118.251977,"3,524",Q3,No,0,46,,Yes,6.18,Yes,Yes,Cable,8,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,96.05,4399.5,0,80,284.28,4763.78,2,Churned,Yes,1,77,2712,Price,Extra data charges,No
9158-VCTQB,Female,41,No,No,Yes,No,0,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,"47,487",Q3,Yes,1,41,,Yes,5.01,Yes,Yes,Fiber Optic,10,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,113.6,4594.95,0,0,205.41,4800.36,1,Churned,Yes,1,96,4963,Price,Extra data charges,Yes
6311-UEUME,Female,37,No,No,No,No,0,United States,California,Los Angeles,90025,"34.046174, -118.446333",34.046174,-118.446333,"41,175",Q3,No,0,29,,Yes,44.33,No,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.9,2384.15,0,0,1285.57,3669.72,2,Churned,Yes,1,90,3249,Price,Extra data charges,No
6839-ITVZJ,Female,35,No,No,Yes,No,0,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,"56,709",Q3,Yes,1,26,,Yes,22.33,Yes,Yes,DSL,13,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,60.05,1616.15,0,0,580.58,2196.73,2,Churned,Yes,1,71,2039,Other,Don't know,Yes
0375-HVGXO,Female,31,No,No,No,No,0,United States,California,Los Angeles,90045,"33.954017, -118.402447",33.954017,-118.402447,"39,334",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,8,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,34.7,34.7,0,0,0,34.7,3,Churned,Yes,1,81,4476,Other,Don't know,No
8593-WHYHV,Male,46,No,No,No,No,0,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,"47,107",Q3,No,0,3,Offer E,Yes,14.28,Yes,Yes,Fiber Optic,21,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.3,264.8,0,0,42.84,307.64,1,Churned,Yes,1,67,4934,Other,Don't know,No
6097-EQISJ,Female,41,No,No,Yes,No,0,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,"3,642",Q3,Yes,1,66,Offer A,Yes,48.77,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,102.45,6615.15,0,130,3218.82,9963.97,1,Churned,Yes,1,82,4688,Competitor,Competitor had better devices,Yes
4423-YLHDV,Female,22,Yes,No,Yes,No,0,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,"38,128",Q3,Yes,1,21,Offer D,Yes,38.52,Yes,Yes,Fiber Optic,59,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.4,2200.25,0,0,808.92,3009.17,1,Churned,Yes,1,67,5570,Attitude,Attitude of support person,Yes
0107-YHINA,Male,59,No,No,No,No,0,United States,California,Los Angeles,90062,"34.003553, -118.308933",34.003553,-118.308933,"29,299",Q3,No,0,1,,Yes,40.71,Yes,Yes,Fiber Optic,25,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.75,99.75,0,0,40.71,140.46,1,Churned,Yes,1,93,4214,Competitor,Competitor had better devices,No
8640-SDGKB,Male,39,No,No,No,No,0,United States,California,Los Angeles,90066,"34.002028, -118.430656",34.002028,-118.430656,"55,204",Q3,No,0,4,,Yes,28.89,No,Yes,DSL,3,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.4,299.7,0,0,115.56,415.26,2,Churned,Yes,1,69,3633,Attitude,Attitude of support person,No
4116-TZAQJ,Female,23,Yes,No,No,No,0,United States,California,Culver City,90230,"33.993991, -118.39704",33.993991,-118.39704,"31,963",Q3,No,0,9,,Yes,13.86,No,Yes,Fiber Optic,76,Yes,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,74.25,639.65,0,0,124.74,764.39,1,Churned,Yes,1,76,5393,Attitude,Attitude of support person,No
3877-JRJIP,Male,50,No,No,No,No,0,United States,California,Hawthorne,90250,"33.914775, -118.348083",33.914775,-118.348083,"93,315",Q3,No,0,1,,Yes,22.05,Yes,Yes,Cable,28,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.85,59.85,0,0,22.05,81.9,2,Churned,Yes,1,71,4017,Attitude,Attitude of support person,No
7511-YMXVQ,Male,54,No,No,No,No,0,United States,California,Lynwood,90262,"33.923573, -118.200669",33.923573,-118.200669,"69,850",Q3,No,0,9,,No,0,No,Yes,Cable,20,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,45.4,418.8,0,20,0,438.8,1,Churned,Yes,1,81,5028,Competitor,Competitor had better devices,No
7551-JOHTI,Female,54,No,No,No,No,0,United States,California,Malibu,90265,"34.074572, -118.831181",34.074572,-118.831181,"19,630",Q3,No,0,1,,Yes,32.45,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.5,19.5,0,0,32.45,51.95,2,Churned,Yes,1,77,5211,Attitude,Attitude of support person,No
9804-ICWBG,Male,56,No,No,No,No,0,United States,California,Pacific Palisades,90272,"34.079449, -118.548306",34.079449,-118.548306,"22,548",Q3,No,0,1,,Yes,45.5,No,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.9,69.9,0,0,45.5,115.4,2,Churned,Yes,1,88,3349,Attitude,Attitude of support person,No
5318-IXUZF,Female,50,No,No,No,No,0,United States,California,Redondo Beach,90277,"33.830453, -118.384565",33.830453,-118.384565,"34,191",Q3,No,0,2,,Yes,6.2,No,Yes,Fiber Optic,6,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87.15,183.75,0,0,12.4,196.15,2,Churned,Yes,1,72,4149,Other,Don't know,No
3198-VELRD,Female,47,No,No,Yes,No,0,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,"18,058",Q3,Yes,1,3,,Yes,38.09,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.75,264.85,0,0,114.27,379.12,1,Churned,Yes,1,91,2014,Competitor,Competitor had better devices,Yes
9436-ZBZCT,Male,40,No,No,No,No,0,United States,California,Inglewood,90303,"33.936291, -118.332639",33.936291,-118.332639,"27,778",Q3,No,0,14,Offer D,Yes,28.65,Yes,Yes,Cable,27,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.95,1178.4,0,0,401.1,1579.5,2,Churned,Yes,1,90,5463,Attitude,Attitude of support person,No
7198-GLXTC,Male,33,No,No,No,No,0,United States,California,La Palma,90623,"33.850504, -118.039892",33.850504,-118.039892,"15,505",Q3,No,0,2,,Yes,48.66,No,Yes,Fiber Optic,21,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79,143.65,0,0,97.32,240.97,3,Churned,Yes,1,92,5239,Attitude,Attitude of support person,No
0516-VRYBW,Female,39,No,No,No,No,0,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,"29,694",Q3,No,0,18,Offer D,Yes,8.95,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.15,390.85,0,0,161.1,551.95,3,Churned,Yes,1,85,4931,Attitude,Attitude of support person,No
8380-PEFPE,Male,60,No,No,No,No,0,United States,California,Avalon,90704,"33.391181, -118.421305",33.391181,-118.421305,"3,699",Q3,No,0,1,,Yes,17.54,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71.65,71.65,0,0,17.54,89.19,1,Churned,Yes,1,93,2377,Competitor,Competitor had better devices,No
5687-DKDTV,Female,35,No,No,No,No,0,United States,California,Bellflower,90706,"33.887676, -118.127289",33.887676,-118.127289,"72,893",Q3,No,0,4,,Yes,37.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,77.5,0,0,150.64,228.14,3,Churned,Yes,1,76,5984,Attitude,Attitude of support person,No
7530-HDYDS,Female,26,Yes,No,No,No,0,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,No,0,38,,Yes,17.66,No,Yes,Fiber Optic,41,No,Yes,Yes,Yes,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,84.25,3264.5,0,0,671.08,3935.58,2,Churned,Yes,1,70,2885,Attitude,Attitude of support person,No
3096-IZETN,Female,32,No,No,No,No,0,United States,California,Lomita,90717,"33.794209, -118.317354",33.794209,-118.317354,"21,065",Q3,No,0,12,Offer D,Yes,42.55,No,Yes,Fiber Optic,18,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,78.1,947.3,0,0,510.6,1457.9,3,Churned,Yes,1,89,4741,Attitude,Attitude of support person,No
5922-ABDVO,Female,20,Yes,No,Yes,No,0,United States,California,Seal Beach,90740,"33.75462, -118.071128",33.75462,-118.071128,"24,180",Q3,Yes,1,19,Offer D,Yes,21.71,Yes,Yes,Fiber Optic,47,No,No,Yes,No,No,Yes,Yes,No,Month-to-Month,No,Credit Card,89.65,1761.05,0,80,412.49,2253.54,3,Churned,Yes,1,74,3046,Attitude,Attitude of support person,Yes
9172-ANCRX,Female,35,No,No,No,No,0,United States,California,Carson,90745,"33.822295, -118.26411",33.822295,-118.26411,"55,486",Q3,No,0,10,Offer D,Yes,37.36,Yes,Yes,Fiber Optic,28,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.7,973.25,0,0,373.6,1346.85,1,Churned,Yes,1,68,5561,Attitude,Attitude of support person,No
6910-HADCM,Female,63,No,No,No,No,0,United States,California,Long Beach,90808,"33.823943, -118.111335",33.823943,-118.111335,"37,417",Q3,No,0,1,,Yes,7.26,No,Yes,Cable,9,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76.35,76.35,0,0,7.26,83.61,2,Churned,Yes,1,67,5613,Attitude,Attitude of support person,No
4816-LXZYW,Female,51,No,No,No,No,0,United States,California,Long Beach,90810,"33.819814, -118.222416",33.819814,-118.222416,"35,656",Q3,No,0,23,Offer D,Yes,33.44,Yes,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.15,1676.95,0,0,769.12,2446.07,1,Churned,Yes,1,68,5216,Competitor,Competitor had better devices,No
4911-BANWH,Female,44,No,No,No,No,0,United States,California,Sunland,91040,"34.282704, -118.312929",34.282704,-118.312929,"18,752",Q3,No,0,31,,Yes,33.38,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,86.55,2697.4,0,0,1034.78,3732.18,3,Churned,Yes,1,74,4198,Attitude,Attitude of support person,No
8496-EJAUI,Male,47,No,No,No,No,0,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,"26,753",Q3,No,0,19,Offer D,Yes,1.79,No,Yes,Fiber Optic,14,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,73.85,1424.5,0,130,34.01,1588.51,3,Churned,Yes,1,89,2251,Attitude,Attitude of support person,No
6365-MTGZX,Male,44,No,No,No,No,0,United States,California,Glendale,91206,"34.162515, -118.203869",34.162515,-118.203869,"31,297",Q3,No,0,24,,Yes,24.76,No,Yes,Fiber Optic,2,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96,2122.45,0,0,594.24,2716.69,1,Churned,Yes,1,71,3068,Competitor,Competitor had better devices,No
1349-WXNGG,Male,57,No,No,No,No,0,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,"9,864",Q3,No,0,1,,Yes,12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.05,20.05,0,0,12,32.05,2,Churned,Yes,1,66,4710,Attitude,Attitude of support person,No
6990-YNRIO,Male,53,No,No,Yes,No,0,United States,California,Agoura Hills,91301,"34.129058, -118.759788",34.129058,-118.759788,"25,303",Q3,No,0,65,,Yes,41.88,Yes,Yes,Fiber Optic,7,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,108.65,6937.95,0,0,2722.2,9660.15,1,Churned,Yes,1,79,6120,Attitude,Attitude of support person,Yes
0621-TWIEM,Male,28,Yes,No,No,No,0,United States,California,Newhall,91321,"34.370378, -118.504118",34.370378,-118.504118,"30,742",Q3,No,0,10,Offer D,Yes,34.44,No,Yes,Cable,69,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,45.55,402.6,0,0,344.4,747,1,Churned,Yes,1,67,4097,Attitude,Attitude of support person,No
2485-ITVKB,Female,36,No,No,Yes,No,0,United States,California,Northridge,91325,"34.236683, -118.517588",34.236683,-118.517588,"32,307",Q3,Yes,1,2,Offer E,No,0,No,Yes,DSL,12,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,35.1,68.75,0,10,0,78.75,2,Churned,Yes,1,78,2643,Attitude,Attitude of support person,Yes
3669-OYSJI,Male,47,No,No,No,No,0,United States,California,Porter Ranch,91326,"34.281911, -118.556218",34.281911,-118.556218,"28,067",Q3,No,0,1,Offer E,Yes,48.58,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,46.2,46.2,0,0,48.58,94.78,2,Churned,Yes,1,76,4167,Attitude,Attitude of support person,No
1612-EOHDH,Female,29,Yes,No,No,No,0,United States,California,Pacoima,91331,"34.255442, -118.421314",34.255442,-118.421314,"97,318",Q3,No,0,1,Offer E,Yes,30.92,No,Yes,DSL,69,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,45.15,45.15,0,0,30.92,76.07,3,Churned,Yes,1,89,5828,Attitude,Attitude of support person,No
7517-SAWMO,Female,31,No,No,Yes,No,0,United States,California,Granada Hills,91344,"34.291273, -118.505104",34.291273,-118.505104,"48,867",Q3,Yes,1,19,Offer D,Yes,25.75,No,Yes,Fiber Optic,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.2,1441.1,0,0,489.25,1930.35,2,Churned,Yes,1,90,4718,Attitude,Attitude of support person,Yes
4143-HHPMK,Male,46,No,No,No,No,0,United States,California,Mission Hills,91345,"34.266389, -118.459744",34.266389,-118.459744,"17,112",Q3,No,0,52,,Yes,48.13,No,Yes,Fiber Optic,12,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,85.35,4338.6,0,90,2502.76,6931.36,3,Churned,Yes,1,91,6402,Attitude,Attitude of support person,No
7054-LGEQW,Female,23,Yes,No,No,No,0,United States,California,Canyon Country,91351,"34.422519, -118.420717",34.422519,-118.420717,"59,259",Q3,No,0,1,Offer E,Yes,5.12,No,Yes,DSL,30,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,45.95,45.95,0,0,5.12,51.07,2,Churned,Yes,1,69,4888,Attitude,Attitude of support person,No
0923-PNFUB,Female,55,No,No,No,No,0,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,"18,735",Q3,No,0,3,Offer E,Yes,46.36,No,Yes,Fiber Optic,4,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,83.75,247.25,0,0,139.08,386.33,2,Churned,Yes,1,65,4852,Attitude,Attitude of support person,No
3494-JCHRQ,Male,38,No,No,No,No,0,United States,California,Van Nuys,91411,"34.17847, -118.459472",34.17847,-118.459472,"23,646",Q3,No,0,1,,Yes,27.89,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.05,70.05,0,0,27.89,97.94,2,Churned,Yes,1,69,2699,Attitude,Attitude of support person,No
6474-FVJLC,Male,61,No,No,No,No,0,United States,California,Sherman Oaks,91423,"34.146957, -118.432138",34.146957,-118.432138,"29,387",Q3,No,0,2,Offer E,Yes,43.47,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86,165.45,0,0,86.94,252.39,2,Churned,Yes,1,77,4546,Attitude,Attitude of support person,No
4547-LYTDD,Female,35,No,No,No,No,0,United States,California,North Hollywood,91601,"34.1692, -118.372498",34.1692,-118.372498,"36,625",Q3,No,0,16,Offer D,Yes,46.99,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,72.65,1194.3,0,0,751.84,1946.14,1,Churned,Yes,1,73,2850,Competitor,Competitor had better devices,No
6770-XUAGN,Female,30,No,No,Yes,No,0,United States,California,North Hollywood,91605,"34.207295, -118.400022",34.207295,-118.400022,"57,146",Q3,Yes,1,1,Offer E,Yes,16.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,21,21,0,0,16.66,37.66,2,Churned,Yes,1,90,3753,Attitude,Attitude of support person,Yes
3143-ILDAL,Male,21,Yes,No,No,No,0,United States,California,El Monte,91732,"34.074492, -118.01462",34.074492,-118.01462,"62,660",Q3,No,0,56,,Yes,25.41,Yes,Yes,Fiber Optic,51,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.45,5124.6,0,0,1422.96,6547.56,3,Churned,Yes,1,96,4830,Attitude,Attitude of support person,No
4720-VSTSI,Female,54,No,No,No,No,0,United States,California,Monterey Park,91754,"34.050322, -118.147037",34.050322,-118.147037,"33,280",Q3,No,0,44,,Yes,40.17,Yes,Yes,Fiber Optic,6,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.8,3862.55,0,0,1767.48,5630.03,2,Churned,Yes,1,66,3997,Attitude,Attitude of support person,No
3946-MHCZW,Male,50,No,No,No,No,0,United States,California,Ontario,91761,"34.035602, -117.591528",34.035602,-117.591528,"56,280",Q3,No,0,1,Offer E,Yes,6.95,No,Yes,DSL,11,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.9,50.9,0,0,6.95,57.85,1,Churned,Yes,1,83,5111,Attitude,Attitude of support person,No
6651-AZVTJ,Male,27,Yes,No,Yes,No,0,United States,California,Pomona,91768,"34.067932, -117.785168",34.067932,-117.785168,"36,057",Q3,Yes,1,49,,Yes,46.94,Yes,Yes,Fiber Optic,73,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,99.8,4872.45,0,130,2300.06,7302.51,1,Churned,Yes,1,83,6088,Attitude,Attitude of support person,Yes
4566-GOLUK,Male,43,No,No,Yes,No,0,United States,California,Rosemead,91770,"34.065108, -118.082791",34.065108,-118.082791,"61,623",Q3,Yes,1,47,,Yes,37.74,Yes,Yes,Fiber Optic,7,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,107.35,5118.95,0,0,1773.78,6892.73,2,Churned,Yes,1,91,3620,Attitude,Attitude of support person,Yes
2484-DGXPZ,Female,45,No,No,Yes,No,0,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,Yes,1,31,,Yes,30.07,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.55,658.95,0,0,932.17,1591.12,3,Churned,Yes,1,67,2687,Attitude,Attitude of support person,Yes
4587-NUKOX,Female,60,No,No,No,No,0,United States,California,Walnut,91789,"34.018354, -117.85492",34.018354,-117.85492,"45,118",Q3,No,0,3,Offer E,Yes,32.43,No,Yes,Fiber Optic,2,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.1,246.5,0,0,97.29,343.79,1,Churned,Yes,1,74,5339,Attitude,Attitude of support person,No
0420-BWTPW,Male,40,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,8,,No,0,No,Yes,DSL,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,25.5,215.2,0,0,0,215.2,2,Churned,Yes,1,78,5578,Attitude,Attitude of support person,No
8183-ONMXC,Female,41,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,2,,Yes,5.11,No,Yes,Fiber Optic,6,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,80.75,159.45,0,0,10.22,169.67,3,Churned,Yes,1,87,2176,Competitor,Competitor made better offer,No
9614-RMGHA,Male,29,Yes,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,65,,Yes,36.75,Yes,Yes,Fiber Optic,73,No,Yes,No,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,91.85,5940.85,0,0,2388.75,8329.6,3,Churned,Yes,1,82,5530,Competitor,Competitor made better offer,Yes
5054-IEXZT,Male,41,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,1,,Yes,32.82,No,Yes,Fiber Optic,21,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,75.35,75.35,0,10,32.82,118.17,3,Churned,Yes,1,90,5284,Competitor,Competitor made better offer,No
5834-ASPWA,Male,55,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,1,,Yes,11.58,Yes,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.45,75.45,0,0,11.58,87.03,3,Churned,Yes,1,74,5518,Competitor,Competitor made better offer,No
3948-XHGNA,Male,35,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,24,,Yes,14.39,No,Yes,DSL,28,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.55,1210.4,0,0,345.36,1555.76,1,Churned,Yes,1,80,5005,Other,Don't know,No
0565-IYCGT,Male,51,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,69,Offer A,Yes,29.38,Yes,Yes,DSL,9,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,78.6,5356.45,0,0,2027.22,7383.67,1,Churned,Yes,1,93,6230,Competitor,Competitor made better offer,No
5445-UTODQ,Female,35,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,7,,Yes,11.58,No,Yes,Fiber Optic,27,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.1,576.65,0,0,81.06,657.71,2,Churned,Yes,1,87,3238,Competitor,Competitor made better offer,Yes
1024-VRZHF,Male,39,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,11,Offer D,Yes,21.58,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,825.7,0,0,237.38,1063.08,1,Churned,Yes,1,70,2044,Competitor,Competitor made better offer,Yes
0348-SDKOL,Female,33,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,58,,Yes,3.51,Yes,Yes,Fiber Optic,28,No,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,102.1,5885.4,0,100,203.58,6188.98,2,Churned,Yes,1,96,4415,Competitor,Competitor made better offer,Yes
4373-MAVJG,Female,64,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,14,Offer D,Yes,13.64,Yes,Yes,Fiber Optic,9,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.9,1259,0,0,190.96,1449.96,2,Churned,Yes,1,70,5148,Competitor,Competitor made better offer,Yes
8901-HJXTF,Female,46,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,12,,No,0,No,Yes,DSL,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,29.2,309.1,0,0,0,309.1,1,Churned,Yes,1,94,3747,Competitor,Competitor made better offer,Yes
5419-KLXBN,Female,36,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,25,,Yes,24.64,No,Yes,Fiber Optic,5,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.15,2257.75,0,0,616,2873.75,2,Churned,Yes,1,90,5853,Competitor,Competitor made better offer,Yes
9828-AOQLM,Female,37,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,3,1,,Yes,12.8,No,Yes,DSL,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.7,45.7,0,0,12.8,58.5,1,Churned,Yes,1,91,3187,Competitor,Competitor made better offer,Yes
7615-ESMYF,Female,23,Yes,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,2,,No,0,No,Yes,Cable,51,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,44.6,97.1,0,0,0,97.1,3,Churned,Yes,1,70,5482,Competitor,Competitor made better offer,Yes
3858-VOBET,Male,48,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,23,,Yes,28.8,Yes,Yes,Cable,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,1710.45,0,0,662.4,2372.85,3,Churned,Yes,1,89,5897,Competitor,Competitor made better offer,No
1447-PJGGA,Female,39,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,57,,Yes,17.55,No,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,95.25,5464.65,0,0,1000.35,6465,1,Churned,Yes,1,93,5789,Competitor,Competitor made better offer,No
8565-CLBZW,Male,23,Yes,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,24,,Yes,27.97,Yes,Yes,Fiber Optic,58,No,No,Yes,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Mailed Check,89.85,2165.05,0,0,671.28,2836.33,3,Churned,Yes,1,95,2050,Competitor,Competitor made better offer,No
9139-WQQDY,Female,35,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,49,,Yes,26.37,Yes,Yes,Fiber Optic,19,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Mailed Check,100.45,4941.8,0,0,1292.13,6233.93,3,Churned,Yes,1,90,4235,Other,Poor expertise of online support,Yes
0224-HJAPT,Male,25,Yes,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,5,,Yes,22.01,Yes,Yes,Cable,85,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,47.15,223.15,0,0,110.05,333.2,2,Churned,Yes,1,82,2857,Competitor,Competitor made better offer,No
8086-OVPWV,Male,58,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,2,,Yes,26.47,No,Yes,Fiber Optic,10,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,80.2,181.1,0,10,52.94,244.04,1,Churned,Yes,1,91,2384,Competitor,Competitor made better offer,No
9430-FRQOC,Female,33,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,4,,Yes,32.46,Yes,Yes,Fiber Optic,3,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,87.1,341.45,0,0,129.84,471.29,2,Churned,Yes,1,80,5587,Competitor,Competitor made better offer,No
3074-GQWYX,Male,30,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,5,,Yes,46.88,Yes,Yes,Fiber Optic,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.9,357.75,0,0,234.4,592.15,2,Churned,Yes,1,87,3520,Competitor,Competitor made better offer,No
6845-RGTYS,Female,29,Yes,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,47,,Yes,2.87,Yes,Yes,Fiber Optic,51,Yes,Yes,Yes,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.75,4533.7,0,0,134.89,4668.59,1,Churned,Yes,1,80,4622,Competitor,Competitor made better offer,Yes
8861-HGGKB,Female,57,No,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,10,,Yes,17.65,Yes,Yes,Fiber Optic,20,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,86.45,830.85,0,0,176.5,1007.35,2,Churned,Yes,1,80,5699,Competitor,Competitor made better offer,No
7065-YUNRY,Female,28,Yes,No,No,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,No,0,1,,Yes,39.94,No,Yes,Cable,59,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Mailed Check,45.3,45.3,0,0,39.94,85.24,1,Churned,Yes,1,69,3049,Competitor,Competitor made better offer,No
7694-VLBWQ,Male,61,No,No,Yes,No,0,United States,California,Coronado,92118,"32.68674, -117.186612",32.68674,-117.186612,"24,093",Q3,Yes,4,67,Offer A,Yes,8.18,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,104.1,7040.85,0,0,548.06,7588.91,2,Churned,Yes,1,74,4857,Dissatisfaction,Product dissatisfaction,Yes
6481-OGDOO,Male,31,No,No,Yes,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,1,67,Offer A,Yes,30.75,No,Yes,Fiber Optic,5,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,90.6,6056.15,0,0,2060.25,8116.4,1,Churned,Yes,1,73,4394,Competitor,Competitor made better offer,Yes
3753-TSEMP,Female,21,Yes,No,Yes,No,0,United States,California,San Diego,92139,"32.677716, -117.047666",32.677716,-117.047666,"36,351",Q3,Yes,1,15,,Yes,12.27,No,Yes,Fiber Optic,76,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,88.15,1390.6,0,0,184.05,1574.65,1,Churned,Yes,1,79,2524,Dissatisfaction,Product dissatisfaction,Yes
8305-VHZBZ,Male,55,No,No,No,No,0,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,"68,776",Q3,No,0,1,,Yes,13.27,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.2,20.2,0,0,13.27,33.47,1,Churned,Yes,1,92,4325,Price,Long distance charges,No
9172-JITSM,Female,47,No,No,Yes,No,0,United States,California,Palm Desert,92211,"33.762759, -116.324817",33.762759,-116.324817,"19,702",Q3,Yes,1,26,,Yes,15.37,No,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.8,2361.8,0,0,399.62,2761.42,1,Churned,Yes,1,75,2641,Other,Don't know,Yes
6298-QDFNH,Male,48,No,No,No,No,0,United States,California,Banning,92220,"33.936298, -116.849577",33.936298,-116.849577,"25,859",Q3,No,0,22,,Yes,19.19,Yes,Yes,Fiber Optic,17,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.35,1730.35,0,0,422.18,2152.53,1,Churned,Yes,1,68,4718,Dissatisfaction,Product dissatisfaction,No
6173-ITPWD,Male,26,Yes,No,Yes,No,0,United States,California,Heber,92249,"32.730583, -115.501083",32.730583,-115.501083,"3,535",Q3,Yes,1,47,Offer B,Yes,17.54,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,No,No,Yes,No,Month-to-Month,Yes,Bank Withdrawal,83.35,4065,0,140,824.38,5029.38,1,Churned,Yes,1,91,2516,Dissatisfaction,Product dissatisfaction,Yes
9734-UYXQI,Female,27,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,2,,Yes,24.83,Yes,Yes,Cable,52,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.4,106.55,0,0,49.66,156.21,1,Churned,Yes,1,90,5115,Competitor,Competitor made better offer,No
2189-UXTKY,Female,27,Yes,No,Yes,No,0,United States,California,La Quinta,92253,"33.695532, -116.310571",33.695532,-116.310571,"23,971",Q3,Yes,1,22,,Yes,13.11,Yes,Yes,DSL,51,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.2,1742.75,0,0,288.42,2031.17,1,Churned,Yes,1,91,3410,Dissatisfaction,Product dissatisfaction,Yes
4958-GZWIY,Male,61,No,No,Yes,No,0,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,732,Q3,Yes,1,7,,Yes,5.13,No,Yes,DSL,4,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,48.7,340.25,0,0,35.91,376.16,2,Churned,Yes,1,91,2984,Other,Don't know,Yes
6356-ELRKD,Female,29,Yes,No,No,No,0,United States,California,Rancho Mirage,92270,"33.763678, -116.429928",33.763678,-116.429928,"12,465",Q3,No,0,1,,Yes,6.67,No,Yes,Fiber Optic,27,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.6,95.6,0,0,6.67,102.27,2,Churned,Yes,1,79,4091,Other,Don't know,No
8624-GIOUT,Female,40,No,No,No,No,0,United States,California,Seeley,92273,"32.790282, -115.689559",32.790282,-115.689559,"1,632",Q3,No,0,49,Offer B,Yes,35.87,Yes,Yes,DSL,30,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,59.75,2934.3,0,0,1757.63,4691.93,1,Churned,Yes,1,78,6006,Other,Don't know,No
3177-LASXD,Female,43,No,No,No,No,0,United States,California,Westmorland,92281,"33.03679, -115.60503",33.03679,-115.60503,"2,388",Q3,No,0,1,,Yes,40.4,No,Yes,Cable,13,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,71.35,71.35,0,0,40.4,111.75,3,Churned,Yes,1,77,2619,Dissatisfaction,Poor expertise of phone support,No
4897-QSUYC,Female,42,No,No,No,No,0,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,42,Q3,No,0,1,Offer E,Yes,21.59,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.15,20.15,0,0,21.59,41.74,3,Churned,Yes,1,86,4939,Attitude,Attitude of support person,No
1084-UQCHV,Male,35,No,No,No,No,0,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,301,Q3,No,0,1,Offer E,Yes,27.97,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.75,69.75,0,0,27.97,97.72,2,Churned,Yes,1,66,2901,Attitude,Attitude of support person,No
2955-BJZHG,Male,41,No,No,Yes,No,0,United States,California,Apple Valley,92308,"34.424926, -117.184503",34.424926,-117.184503,"28,819",Q3,Yes,1,17,,Yes,16.61,No,Yes,Fiber Optic,3,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.85,1400.85,0,0,282.37,1683.22,1,Churned,Yes,1,77,5174,Competitor,Competitor had better devices,Yes
3806-DXQOM,Female,47,No,No,No,No,0,United States,California,Baker,92309,"35.28952, -116.092214",35.28952,-116.092214,904,Q3,No,0,4,Offer E,No,0,No,Yes,DSL,4,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,33.65,137.85,0,0,0,137.85,2,Churned,Yes,1,95,2563,Attitude,Attitude of service provider,No
9300-RENDD,Male,56,No,No,No,No,0,United States,California,Cedar Glen,92321,"34.255203, -117.175654",34.255203,-117.175654,455,Q3,No,0,1,Offer E,Yes,3.13,No,Yes,Fiber Optic,5,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.95,79.95,0,0,3.13,83.08,3,Churned,Yes,1,91,4815,Attitude,Attitude of support person,No
0761-AETCS,Female,58,No,No,No,No,0,United States,California,Colton,92324,"34.030915, -117.273201",34.030915,-117.273201,"52,202",Q3,No,0,1,Offer E,Yes,25.62,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.3,19.3,0,0,25.62,44.92,2,Churned,Yes,1,92,3236,Attitude,Attitude of support person,No
2153-MREFK,Female,55,No,No,Yes,No,0,United States,California,Fawnskin,92333,"34.274846, -116.937581",34.274846,-116.937581,414,Q3,Yes,1,37,,Yes,30.16,Yes,Yes,Fiber Optic,4,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.2,3754.6,0,0,1115.92,4870.52,1,Churned,Yes,1,79,3599,Attitude,Attitude of support person,Yes
3106-ULWFW,Female,32,No,No,Yes,No,0,United States,California,Fontana,92337,"34.049671, -117.468896",34.049671,-117.468896,"29,847",Q3,No,0,8,Offer E,Yes,26.41,Yes,Yes,Fiber Optic,16,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.2,627.4,0,0,211.28,838.68,1,Churned,Yes,1,95,2887,Competitor,Competitor had better devices,Yes
0925-VYDLG,Female,40,No,No,No,No,0,United States,California,Ludlow,92338,"34.702766, -116.093376",34.702766,-116.093376,23,Q3,No,0,3,,Yes,17.87,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.25,242,0,0,53.61,295.61,3,Churned,Yes,1,83,5898,Attitude,Attitude of service provider,No
4349-GFQHK,Male,30,No,No,No,No,0,United States,California,Mentone,92359,"34.103578, -117.04054",34.103578,-117.04054,"7,324",Q3,No,0,1,Offer E,Yes,25.39,Yes,Yes,DSL,52,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.35,54.35,0,0,25.39,79.74,3,Churned,Yes,1,87,4212,Attitude,Attitude of service provider,No
7802-EFKNY,Male,37,No,No,Yes,No,0,United States,California,Redlands,92374,"34.064073, -117.166158",34.064073,-117.166158,"36,675",Q3,Yes,1,5,Offer E,No,0,No,Yes,DSL,7,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.95,100.4,0,0,0,100.4,1,Churned,Yes,1,79,5865,Competitor,Competitor had better devices,Yes
8035-BUYVG,Male,39,No,No,Yes,No,0,United States,California,Running Springs,92382,"34.186211, -117.07683",34.186211,-117.07683,"5,395",Q3,Yes,1,40,Offer B,No,0,No,Yes,DSL,21,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,42.35,1716.45,0,0,0,1716.45,1,Churned,Yes,1,67,5422,Attitude,Attitude of support person,Yes
9787-XVQIU,Male,38,No,No,No,No,0,United States,California,Sugarloaf,92386,"34.243088, -116.830015",34.243088,-116.830015,"1,834",Q3,No,0,1,Offer E,Yes,39.44,Yes,Yes,Fiber Optic,18,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,75.3,75.3,0,0,39.44,114.74,3,Churned,Yes,1,91,3596,Attitude,Attitude of support person,No
8945-MUQUF,Male,22,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,51,Offer B,Yes,44.77,Yes,Yes,Fiber Optic,58,Yes,Yes,No,No,Yes,No,Yes,Yes,One Year,Yes,Bank Withdrawal,94.8,4837.6,0,0,2283.27,7120.87,3,Churned,Yes,1,94,5074,Competitor,Competitor made better offer,No
3023-GFLBR,Female,63,No,No,Yes,No,0,United States,California,San Bernardino,92408,"34.084909, -117.258107",34.084909,-117.258107,"12,149",Q3,Yes,1,33,,Yes,14.34,Yes,Yes,Fiber Optic,28,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,86.15,2745.7,0,0,473.22,3218.92,2,Churned,Yes,1,66,3336,Attitude,Attitude of service provider,Yes
0524-IAVZO,Female,25,Yes,No,Yes,No,0,United States,California,Anza,92539,"33.527605, -116.666551",33.527605,-116.666551,"3,745",Q3,Yes,1,30,Offer C,Yes,4.82,Yes,Yes,Fiber Optic,41,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85,2624.25,0,0,144.6,2768.85,2,Churned,Yes,1,90,3698,Other,Don't know,Yes
2737-YNGYW,Female,29,Yes,No,No,No,0,United States,California,Hemet,92543,"33.739415, -116.968339",33.739415,-116.968339,"29,687",Q3,No,0,2,Offer E,Yes,33.89,No,Yes,Fiber Optic,41,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,80.55,184.1,0,0,67.78,251.88,3,Churned,Yes,1,69,2856,Attitude,Attitude of support person,No
5159-YFPKQ,Female,37,No,No,No,No,0,United States,California,Moreno Valley,92551,"33.88274, -117.224878",33.88274,-117.224878,"22,983",Q3,No,0,2,Offer E,Yes,24.31,No,Yes,Fiber Optic,16,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.8,160.75,0,0,48.62,209.37,1,Churned,Yes,1,91,5270,Competitor,Competitor had better devices,No
7927-AUXBZ,Female,45,No,No,No,No,0,United States,California,Sun City,92586,"33.707483, -117.200006",33.707483,-117.200006,"18,161",Q3,No,0,30,Offer C,Yes,9.34,No,Yes,Fiber Optic,8,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,85.15,2555.9,0,0,280.2,2836.1,2,Churned,Yes,1,76,4417,Attitude,Attitude of support person,No
7619-ODSGN,Male,63,No,No,Yes,Yes,2,United States,California,Foothill Ranch,92610,"33.698728, -117.67768",33.698728,-117.67768,"10,936",Q3,Yes,1,24,Offer C,Yes,17.27,Yes,Yes,DSL,18,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.75,1338.15,0,0,414.48,1752.63,1,Churned,Yes,1,90,5699,Attitude,Attitude of support person,Yes
2514-GINMM,Male,60,No,No,No,No,0,United States,California,Dana Point,92629,"33.477923, -117.705314",33.477923,-117.705314,"27,730",Q3,No,0,1,Offer E,Yes,48.97,No,Yes,Fiber Optic,23,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,79.5,79.5,0,0,48.97,128.47,2,Churned,Yes,1,92,4490,Attitude,Attitude of service provider,No
2659-VXMWZ,Male,58,No,No,Yes,No,0,United States,California,Newport Coast,92657,"33.603282, -117.821841",33.603282,-117.821841,"5,597",Q3,No,0,67,Offer A,Yes,29.24,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,111.3,7482.1,0,0,1959.08,9441.18,3,Churned,Yes,1,85,4146,Attitude,Attitude of support person,Yes
4285-GYRQC,Female,63,No,No,Yes,No,0,United States,California,Newport Beach,92662,"33.606336, -117.893042",33.606336,-117.893042,"3,124",Q3,Yes,1,7,Offer E,Yes,44.66,No,Yes,Fiber Optic,26,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.25,587.1,0,0,312.62,899.72,2,Churned,Yes,1,89,3344,Attitude,Attitude of support person,Yes
8337-MSSXB,Female,64,No,No,No,No,0,United States,California,Trabuco Canyon,92679,"33.631119, -117.567346",33.631119,-117.567346,"32,268",Q3,No,0,14,,Yes,29.3,No,Yes,Fiber Optic,26,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,86.3,1180.95,0,10,410.2,1601.15,2,Churned,Yes,1,74,3677,Attitude,Attitude of service provider,No
8182-BJDSI,Female,56,No,No,No,No,0,United States,California,Santa Ana,92705,"33.766004, -117.786763",33.766004,-117.786763,"44,117",Q3,No,0,28,Offer C,Yes,30.28,Yes,Yes,Fiber Optic,30,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.95,2625.55,0,0,847.84,3473.39,1,Churned,Yes,1,90,2468,Attitude,Attitude of service provider,No
2482-CZGBB,Male,41,No,No,No,No,0,United States,California,Anaheim,92804,"33.818, -117.974404",33.818,-117.974404,"81,333",Q3,No,0,10,,Yes,27.28,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70,740,0,0,272.8,1012.8,1,Churned,Yes,1,67,3156,Competitor,Competitor had better devices,No
0866-QLSIR,Female,53,No,No,No,No,0,United States,California,Garden Grove,92843,"33.764018, -117.931507",33.764018,-117.931507,"43,491",Q3,No,0,34,Offer C,Yes,34.41,Yes,Yes,DSL,4,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Mailed Check,64.4,2088.75,0,0,1169.94,3258.69,2,Churned,Yes,1,75,5189,Attitude,Attitude of support person,No
7181-BQYBV,Female,52,No,No,Yes,No,0,United States,California,Garden Grove,92845,"33.782955, -118.026456",33.782955,-118.026456,"15,878",Q3,Yes,1,1,,Yes,25.88,Yes,Yes,Fiber Optic,9,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,102.45,102.45,0,0,25.88,128.33,1,Churned,Yes,1,85,4811,Attitude,Attitude of service provider,Yes
6204-IEUXJ,Female,30,No,No,No,No,0,United States,California,Yorba Linda,92886,"33.897253, -117.792202",33.897253,-117.792202,"39,458",Q3,No,0,3,Offer E,Yes,40.67,No,Yes,Fiber Optic,58,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,80.1,217.55,0,0,122.01,339.56,3,Churned,Yes,1,65,4330,Attitude,Attitude of service provider,No
4529-CKBCL,Female,51,No,No,No,No,0,United States,California,Ventura,93001,"34.360261, -119.306383",34.360261,-119.306383,"32,899",Q3,No,0,2,Offer E,Yes,49.79,No,Yes,Fiber Optic,22,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.2,146.05,0,10,99.58,255.63,2,Churned,Yes,1,85,4381,Attitude,Attitude of service provider,No
2506-CLAKW,Female,20,Yes,No,No,No,0,United States,California,Ventura,93003,"34.279221, -119.221437",34.279221,-119.221437,"46,894",Q3,No,0,6,Offer E,Yes,20.26,No,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.15,567.45,0,0,121.56,689.01,1,Churned,Yes,1,80,3578,Attitude,Attitude of support person,No
1583-IHQZE,Male,60,No,No,No,No,0,United States,California,Camarillo,93010,"34.227846, -119.079903",34.227846,-119.079903,"42,853",Q3,No,0,12,,Yes,16.45,Yes,Yes,Cable,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,112.95,1384.75,0,0,197.4,1582.15,2,Churned,Yes,1,90,3965,Attitude,Attitude of support person,No
0151-ONTOV,Female,43,No,No,No,No,0,United States,California,Moorpark,93021,"34.312945, -118.858169",34.312945,-118.858169,"32,984",Q3,No,0,1,Offer E,Yes,39.81,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,70.9,70.9,0,0,39.81,110.71,1,Churned,Yes,1,78,4739,Competitor,Competitor had better devices,No
0320-JDNQG,Male,28,Yes,No,Yes,No,0,United States,California,Oxnard,93035,"34.18454, -119.224666",34.18454,-119.224666,"25,322",Q3,Yes,1,23,,Yes,37.95,No,Yes,Fiber Optic,27,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.85,2331.3,0,0,872.85,3204.15,1,Churned,Yes,1,83,3425,Other,Don't know,Yes
7180-PISOG,Male,41,No,No,Yes,No,0,United States,California,Piru,93040,"34.432843, -118.730106",34.432843,-118.730106,"1,459",Q3,No,0,1,,Yes,36.44,Yes,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.5,74.5,0,0,36.44,110.94,3,Churned,Yes,1,75,5554,Attitude,Attitude of service provider,Yes
3571-RFHAR,Male,60,No,No,No,No,0,United States,California,Santa Paula,93060,"34.402343, -119.094824",34.402343,-119.094824,"32,511",Q3,No,0,65,Offer B,Yes,9.36,Yes,Yes,Fiber Optic,4,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,109.15,6941.2,0,140,608.4,7689.6,2,Churned,Yes,1,91,6001,Attitude,Attitude of support person,No
9578-VRMNM,Female,48,No,No,No,No,0,United States,California,Summerland,93067,"34.420998, -119.60137",34.420998,-119.60137,576,Q3,No,0,16,,Yes,47.45,Yes,Yes,DSL,30,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,65.2,1043.35,0,0,759.2,1802.55,1,Churned,Yes,1,73,4722,Competitor,Competitor had better devices,No
6140-QNRQQ,Male,42,No,No,No,No,0,United States,California,Santa Barbara,93103,"34.438581, -119.685368",34.438581,-119.685368,"20,893",Q3,No,0,1,Offer E,Yes,17.27,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,71.55,71.55,0,0,17.27,88.82,1,Churned,Yes,1,91,5739,Competitor,Competitor had better devices,No
4307-KTUMW,Male,27,Yes,No,Yes,No,0,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,"12,741",Q3,Yes,1,53,Offer B,Yes,31.24,Yes,Yes,Fiber Optic,73,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,93.9,5029.2,0,0,1655.72,6684.92,1,Churned,Yes,1,68,5543,Attitude,Attitude of service provider,Yes
7470-MCQTK,Female,42,No,No,Yes,No,0,United States,California,Alpaugh,93201,"35.869626, -119.498771",35.869626,-119.498771,"1,054",Q3,Yes,1,13,,No,0,No,Yes,DSL,8,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,48.75,633.4,0,0,0,633.4,2,Churned,Yes,1,86,2655,Attitude,Attitude of support person,Yes
7488-MXJIV,Female,63,No,No,No,No,0,United States,California,Armona,93202,"36.315979, -119.710852",36.315979,-119.710852,"2,872",Q3,No,0,4,Offer E,Yes,43.32,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,85.65,321.65,0,10,173.28,504.93,1,Churned,Yes,1,96,3223,Competitor,Competitor had better devices,No
2027-FECZV,Male,44,No,No,No,No,0,United States,California,Bodfish,93205,"35.523991, -118.400432",35.523991,-118.400432,"1,954",Q3,No,0,12,,Yes,25.19,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.7,1253.9,0,0,302.28,1556.18,2,Churned,Yes,1,92,2406,Attitude,Attitude of support person,No
2672-DZUOY,Male,46,No,No,No,No,0,United States,California,Buttonwillow,93206,"35.451402, -119.488413",35.451402,-119.488413,"2,078",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.15,25.15,0,0,0,25.15,1,Churned,Yes,1,91,5386,Competitor,Competitor had better devices,No
3870-MQAMG,Female,21,Yes,No,Yes,No,0,United States,California,Camp Nelson,93208,"36.057458, -118.591951",36.057458,-118.591951,191,Q3,Yes,1,54,Offer B,Yes,2.18,Yes,Yes,Fiber Optic,71,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,110.35,5893.15,0,0,117.72,6010.87,1,Churned,Yes,1,90,6189,Competitor,Competitor had better devices,Yes
4800-CZMPC,Female,24,Yes,No,Yes,No,0,United States,California,Delano,93215,"35.772244, -119.209689",35.772244,-119.209689,"37,280",Q3,Yes,1,48,Offer B,Yes,6.36,Yes,Yes,Fiber Optic,47,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,103.25,5037.55,0,0,305.28,5342.83,1,Churned,Yes,1,71,4736,Attitude,Attitude of service provider,Yes
7377-DMMRI,Male,35,No,No,No,No,0,United States,California,Exeter,93221,"36.301689, -119.018233",36.301689,-119.018233,"13,333",Q3,No,0,2,Offer E,Yes,13.73,No,Yes,DSL,11,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,47.8,92.45,0,0,27.46,119.91,1,Churned,Yes,1,89,4134,Attitude,Attitude of support person,No
8949-JTMAY,Female,49,No,No,No,No,0,United States,California,Mc Kittrick,93251,"35.38381, -119.730885",35.38381,-119.730885,302,Q3,No,0,29,Offer C,Yes,27.75,Yes,Yes,Fiber Optic,2,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,98.6,2933.2,0,0,804.75,3737.95,1,Churned,Yes,1,72,5144,Competitor,Competitor had better devices,No
3211-ILJTT,Male,35,No,No,Yes,No,0,United States,California,Taft,93268,"35.184837, -119.402525",35.184837,-119.402525,"14,937",Q3,Yes,1,17,,Yes,13.68,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.4,1214.05,0,0,232.56,1446.61,1,Churned,Yes,1,67,4469,Competitor,Competitor had better devices,Yes
5103-MHMHY,Female,49,No,No,No,Yes,1,United States,California,Los Osos,93402,"35.279984, -120.824288",35.279984,-120.824288,"14,859",Q3,No,0,1,Offer E,Yes,46.17,No,Yes,Cable,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,45.95,45.95,0,0,46.17,92.12,1,Churned,Yes,1,82,4563,Competitor,Competitor had better devices,No
0235-KGSLC,Female,45,No,No,No,No,0,United States,California,Buellton,93427,"34.631362, -120.238218",34.631362,-120.238218,"4,644",Q3,No,0,1,Offer E,Yes,33.34,No,Yes,Fiber Optic,4,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,85.55,85.55,0,0,33.34,118.89,2,Churned,Yes,1,86,3967,Other,Moved,No
2884-GBPFB,Female,61,No,No,Yes,No,0,United States,California,Morro Bay,93442,"35.369553, -120.763864",35.369553,-120.763864,"10,909",Q3,Yes,4,35,Offer C,Yes,10.43,No,Yes,Fiber Optic,4,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.3,2416.55,0,80,365.05,2861.6,3,Churned,Yes,1,79,5413,Other,Moved,Yes
5136-KCKGI,Female,22,Yes,No,Yes,No,0,United States,California,Templeton,93465,"35.536115, -120.739231",35.536115,-120.739231,"7,918",Q3,Yes,1,33,Offer C,Yes,41.61,Yes,Yes,Fiber Optic,73,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,103.7,3467,0,0,1373.13,4840.13,2,Churned,Yes,1,76,4461,Competitor,Competitor had better devices,Yes
3722-WPXTK,Male,23,Yes,No,No,No,0,United States,California,Benton,93512,"37.653947, -118.231443",37.653947,-118.231443,340,Q3,No,0,1,,Yes,14.26,No,Yes,Fiber Optic,46,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,88.35,88.35,0,0,14.26,102.61,1,Churned,Yes,1,72,4254,Competitor,Competitor offered higher download speeds,No
2929-ERCFZ,Female,22,Yes,No,Yes,No,0,United States,California,Independence,93526,"36.869584, -118.189241",36.869584,-118.189241,734,Q3,Yes,1,8,Offer E,Yes,38.83,No,Yes,Fiber Optic,76,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.2,777.3,0,0,310.64,1087.94,1,Churned,Yes,1,80,2939,Competitor,Competitor had better devices,Yes
7548-SEPYI,Female,62,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,5,Offer E,Yes,32.12,No,Yes,Fiber Optic,10,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.25,512.45,0,0,160.6,673.05,2,Churned,Yes,1,74,5056,Competitor,Competitor made better offer,No
8835-VSDSE,Female,28,Yes,No,Yes,No,0,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,1,2,Offer E,Yes,9.76,No,Yes,Cable,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.7,141.45,0,0,19.52,160.97,2,Churned,Yes,1,86,4559,Competitor,Competitor made better offer,Yes
1623-NLDOT,Female,55,No,No,Yes,No,0,United States,California,Lancaster,93534,"34.727529, -118.153098",34.727529,-118.153098,"35,109",Q3,Yes,1,42,Offer B,No,0,No,Yes,Cable,5,No,Yes,No,Yes,No,No,No,No,One Year,No,Mailed Check,33.55,1445.3,0,50,0,1495.3,2,Churned,Yes,1,82,2044,Competitor,Competitor had better devices,Yes
5236-PERKL,Female,38,No,No,No,No,0,United States,California,Pearblossom,93553,"34.445239, -117.894868",34.445239,-117.894868,"1,613",Q3,No,0,57,,Yes,48.86,Yes,Yes,Fiber Optic,6,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,112.95,6465,0,0,2785.02,9250.02,1,Churned,Yes,1,89,4738,Competitor,Competitor offered higher download speeds,No
7854-FOKSF,Male,54,No,No,No,No,0,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,"14,931",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,29,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,35.9,35.9,0,0,0,35.9,1,Churned,Yes,1,93,4747,Competitor,Competitor offered higher download speeds,No
2519-FAKOD,Male,30,No,No,No,No,0,United States,California,Tehachapi,93561,"35.073777, -118.652112",35.073777,-118.652112,"25,805",Q3,No,0,38,Offer C,Yes,31.27,Yes,Yes,Fiber Optic,85,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.25,3777.15,0,0,1188.26,4965.41,1,Churned,Yes,1,76,5274,Competitor,Competitor had better devices,No
7089-IVVAZ,Female,26,Yes,No,No,No,0,United States,California,Cantua Creek,93608,"36.488056, -120.407691",36.488056,-120.407691,"1,766",Q3,No,0,8,Offer E,Yes,19.68,Yes,Yes,Fiber Optic,41,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.35,847.3,0,0,157.44,1004.74,1,Churned,Yes,1,71,2363,Competitor,Competitor offered more data,No
9492-TOKRI,Female,55,No,No,No,No,0,United States,California,Dinuba,93618,"36.523619, -119.386868",36.523619,-119.386868,"24,206",Q3,No,0,18,,Yes,13.65,Yes,Yes,Fiber Optic,5,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,90,1527.35,0,0,245.7,1773.05,1,Churned,Yes,1,90,2708,Competitor,Competitor had better devices,No
3325-FUYCG,Male,58,No,No,Yes,No,0,United States,California,Five Points,93624,"36.397745, -120.119911",36.397745,-120.119911,"1,852",Q3,Yes,1,28,Offer C,Yes,9.62,Yes,Yes,Fiber Optic,24,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,106.1,2847.4,0,0,269.36,3116.76,1,Churned,Yes,1,85,3770,Dissatisfaction,Service dissatisfaction,Yes
8481-YYXWG,Female,30,No,No,No,No,0,United States,California,Hume,93628,"36.807595, -118.901544",36.807595,-118.901544,93,Q3,No,0,5,Offer E,Yes,10.11,No,Yes,Fiber Optic,69,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.35,461.7,0,0,50.55,512.25,3,Churned,Yes,1,70,4584,Dissatisfaction,Network reliability,No
2609-IAICY,Female,32,No,No,No,No,0,United States,California,North Fork,93643,"37.244307, -119.470256",37.244307,-119.470256,"3,376",Q3,No,0,1,,Yes,27.7,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,77.15,77.15,0,10,27.7,114.85,3,Churned,Yes,1,79,2756,Dissatisfaction,Limited range of services,No
1740-CSDJP,Male,53,No,No,No,No,0,United States,California,Oakhurst,93644,"37.648647, -119.231447",37.648647,-119.231447,"8,521",Q3,No,0,1,,No,0,No,Yes,DSL,9,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,35.25,35.25,0,0,0,35.25,2,Churned,Yes,1,88,2548,Price,Lack of affordable download/upload speed,No
2636-OHFMN,Male,26,Yes,No,Yes,No,0,United States,California,Orosi,93647,"36.600185, -119.175655",36.600185,-119.175655,"9,780",Q3,Yes,4,4,,No,0,No,Yes,DSL,76,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,48.55,201,0,0,0,201,2,Churned,Yes,1,90,3955,Price,Long distance charges,Yes
1323-OOEPC,Female,45,No,No,Yes,No,0,United States,California,Prather,93651,"37.007238, -119.505661",37.007238,-119.505661,"1,314",Q3,Yes,1,53,,Yes,41.74,Yes,Yes,Fiber Optic,24,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,98.4,5149.5,0,0,2212.22,7361.72,2,Churned,Yes,1,87,6481,Price,Extra data charges,Yes
9921-ZVRHG,Female,44,No,No,No,No,0,United States,California,Traver,93673,"36.456091, -119.486225",36.456091,-119.486225,646,Q3,No,0,14,,Yes,1.19,Yes,Yes,Fiber Optic,23,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.45,1072,0,0,16.66,1088.66,1,Churned,Yes,1,94,4155,Competitor,Competitor had better devices,No
4701-MLJPN,Male,60,No,No,No,No,0,United States,California,Fresno,93702,"36.739385, -119.753649",36.739385,-119.753649,"47,999",Q3,No,0,31,Offer C,Yes,1.53,No,Yes,DSL,6,No,No,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,55.25,1715.65,0,10,47.43,1773.08,3,Churned,Yes,1,78,2933,Attitude,Attitude of support person,No
9206-GVPEQ,Male,28,Yes,No,Yes,No,0,United States,California,Fresno,93706,"36.654614, -119.903674",36.654614,-119.903674,"35,790",Q3,Yes,1,13,,No,0,No,Yes,Cable,71,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,54.45,706.85,0,0,0,706.85,1,Churned,Yes,1,88,5212,Dissatisfaction,Network reliability,Yes
1596-BBVTG,Male,53,No,No,No,No,0,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,No,0,35,Offer C,Yes,25.04,Yes,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,75.35,2636.05,0,0,876.4,3512.45,3,Churned,Yes,1,79,2785,Other,Poor expertise of online support,No
8433-WXGNA,Male,55,No,No,No,No,0,United States,California,Salinas,93906,"36.722898, -121.633648",36.722898,-121.633648,"53,946",Q3,No,0,2,,Yes,42.16,No,Yes,Cable,2,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.7,189.2,0,0,84.32,273.52,1,Churned,Yes,1,82,4676,Other,Don't know,No
3707-GNWHM,Male,28,Yes,No,No,No,0,United States,California,Carmel Valley,93924,"36.414611, -121.6386",36.414611,-121.6386,"6,691",Q3,No,0,1,,Yes,21.8,Yes,Yes,Fiber Optic,42,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,74.25,74.25,0,0,21.8,96.05,1,Churned,Yes,1,93,4750,Other,Don't know,No
5766-ZJYBB,Male,52,No,No,No,No,0,United States,California,Brisbane,94005,"37.684694, -122.40712",37.684694,-122.40712,"3,635",Q3,No,0,1,,Yes,3.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.4,19.4,0,0,3.14,22.54,2,Churned,Yes,1,66,4152,Dissatisfaction,Service dissatisfaction,No
8931-GJJIQ,Female,46,No,No,No,No,0,United States,California,Burlingame,94010,"37.57028, -122.365778",37.57028,-122.365778,"40,346",Q3,No,0,9,,Yes,29.7,Yes,Yes,Fiber Optic,17,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,83.3,803.3,0,0,267.3,1070.6,2,Churned,Yes,1,90,3520,Attitude,Attitude of support person,No
4277-PVRAN,Female,34,No,No,No,No,0,United States,California,Daly City,94014,"37.691561, -122.445202",37.691561,-122.445202,"47,453",Q3,No,0,8,,Yes,36.39,No,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.1,679.3,0,0,291.12,970.42,1,Churned,Yes,1,67,5071,Competitor,Competitor had better devices,No
0203-HHYIJ,Male,62,No,No,No,No,0,United States,California,Atherton,94027,"37.454924, -122.203168",37.454924,-122.203168,"6,876",Q3,No,0,25,Offer C,Yes,5.57,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.3,676.35,0,0,139.25,815.6,3,Churned,Yes,1,79,3779,Price,Long distance charges,No
0952-KMEEH,Male,46,No,No,No,No,0,United States,California,Mountain View,94043,"37.419725, -122.062947",37.419725,-122.062947,"27,822",Q3,No,0,13,,Yes,3.36,Yes,Yes,Fiber Optic,15,Yes,No,No,No,Yes,Yes,Yes,No,Month-to-Month,No,Mailed Check,98.15,1230.25,0,40,43.68,1313.93,1,Churned,Yes,1,91,5525,Price,Long distance charges,No
8178-EYZUO,Male,48,No,No,No,No,0,United States,California,San Francisco,94105,"37.789168, -122.395009",37.789168,-122.395009,"2,066",Q3,No,0,46,,Yes,15.78,Yes,Yes,Fiber Optic,3,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.7,4154.8,0,0,725.88,4880.68,1,Churned,Yes,1,70,3378,Price,Extra data charges,No
3230-WYKIR,Male,36,No,No,No,No,0,United States,California,San Francisco,94110,"37.750021, -122.415201",37.750021,-122.415201,"74,641",Q3,No,0,18,,Yes,12.5,Yes,Yes,DSL,5,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,82,1425.45,0,0,225,1650.45,1,Churned,Yes,1,79,3306,Dissatisfaction,Product dissatisfaction,No
0407-BDJKB,Male,59,No,No,Yes,No,0,United States,California,San Francisco,94114,"37.758085, -122.434801",37.758085,-122.434801,"30,587",Q3,Yes,1,60,,Yes,35.22,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.75,5742.9,0,0,2113.2,7856.1,2,Churned,Yes,1,88,4129,Dissatisfaction,Service dissatisfaction,Yes
9600-UDOPK,Male,33,No,No,Yes,No,0,United States,California,San Francisco,94117,"37.770533, -122.445121",37.770533,-122.445121,"38,756",Q3,Yes,1,30,Offer C,Yes,10.5,Yes,Yes,Fiber Optic,22,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.05,2866.45,0,0,315,3181.45,3,Churned,Yes,1,68,4095,Attitude,Attitude of support person,Yes
4074-SJFFA,Female,44,No,No,No,No,0,United States,California,San Francisco,94122,"37.760412, -122.484966",37.760412,-122.484966,"55,504",Q3,No,0,1,,Yes,13.01,No,Yes,DSL,12,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,54.75,54.75,0,0,13.01,67.76,3,Churned,Yes,1,83,2614,Dissatisfaction,Network reliability,No
4910-GMJOT,Female,56,No,No,No,No,0,United States,California,San Francisco,94129,"37.797526, -122.464531",37.797526,-122.464531,"2,240",Q3,No,0,1,,Yes,1.17,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.6,94.6,0,0,1.17,95.77,1,Churned,Yes,1,96,4033,Other,Don't know,No
4323-SADQS,Male,61,No,No,Yes,Yes,6,United States,California,Concord,94521,"37.971421, -121.971504",37.971421,-121.971504,"39,888",Q3,Yes,2,7,,No,0,No,Yes,Cable,30,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,34.5,279.25,0,0,0,279.25,1,Churned,Yes,1,93,3520,Dissatisfaction,Service dissatisfaction,Yes
4446-BZKHU,Male,44,No,No,Yes,No,0,United States,California,Pleasant Hill,94523,"37.95338, -122.076886",37.95338,-122.076886,"32,685",Q3,Yes,1,61,,Yes,45.7,Yes,Yes,Fiber Optic,24,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.55,6281.45,0,0,2787.7,9069.15,1,Churned,Yes,1,86,5011,Competitor,Competitor had better devices,Yes
5202-IVJNU,Female,56,No,No,No,Yes,2,United States,California,Crockett,94525,"38.049292, -122.228415",38.049292,-122.228415,"3,193",Q3,No,0,39,,No,0,No,Yes,DSL,24,No,No,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,30.1,1131.3,0,150,0,1281.3,3,Churned,Yes,1,72,3106,Dissatisfaction,Network reliability,No
5976-JCJRH,Male,36,No,No,Yes,No,0,United States,California,Danville,94526,"37.815459, -121.977203",37.815459,-121.977203,"32,873",Q3,Yes,1,10,Offer D,Yes,31.72,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,738.2,0,0,317.2,1055.4,3,Churned,Yes,1,94,2162,Dissatisfaction,Limited range of services,Yes
0137-OCGAB,Female,25,Yes,No,No,No,0,United States,California,Fairfield,94533,"38.287136, -122.02711",38.287136,-122.02711,"77,683",Q3,No,0,1,Offer E,Yes,1.23,Yes,Yes,Fiber Optic,69,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,80.2,80.2,0,0,1.23,81.43,3,Churned,Yes,1,90,3056,Price,Lack of affordable download/upload speed,No
3351-NQLDI,Female,41,No,No,Yes,No,0,United States,California,Travis Afb,94535,"38.265899, -121.939461",38.265899,-121.939461,"9,978",Q3,Yes,1,67,Offer A,Yes,30.94,Yes,Yes,Fiber Optic,11,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,94.35,6341.45,0,0,2072.98,8414.43,1,Churned,Yes,1,91,4348,Price,Long distance charges,Yes
7593-JNWRU,Male,61,No,No,Yes,Yes,1,United States,California,Fremont,94538,"37.505768, -121.962472",37.505768,-121.962472,"56,126",Q3,Yes,5,6,Offer E,Yes,49.2,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.6,260.8,0,0,295.2,556,2,Churned,Yes,1,90,4525,Price,Extra data charges,Yes
4588-YBNIB,Female,24,Yes,No,No,No,0,United States,California,Fremont,94539,"37.516791, -121.899117",37.516791,-121.899117,"46,917",Q3,No,0,1,Offer E,Yes,5.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.6,19.6,0,0,5.36,24.96,2,Churned,Yes,1,91,4205,Price,Price too high,No
5028-GZLDO,Male,21,Yes,No,No,No,0,United States,California,Moraga,94556,"37.827946, -122.107185",37.827946,-122.107185,"16,510",Q3,No,0,2,,Yes,36.06,No,Yes,Fiber Optic,85,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,70.7,140.7,0,0,72.12,212.82,1,Churned,Yes,1,96,5317,Dissatisfaction,Service dissatisfaction,No
6877-TJMBR,Male,21,Yes,No,Yes,No,0,United States,California,Orinda,94563,"37.873916, -122.20522",37.873916,-122.20522,"17,964",Q3,Yes,1,1,Offer E,Yes,37.83,No,Yes,Fiber Optic,51,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.8,84.8,0,0,37.83,122.63,3,Churned,Yes,1,80,2627,Dissatisfaction,Network reliability,Yes
6769-DCQLI,Male,21,Yes,No,No,No,0,United States,California,Pope Valley,94567,"38.672708, -122.403219",38.672708,-122.403219,494,Q3,No,0,52,,Yes,49.29,No,Yes,Fiber Optic,51,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105,5426.85,0,0,2563.08,7989.93,2,Churned,Yes,1,85,4630,Other,Don't know,No
2433-KMEAS,Male,62,No,No,No,No,0,United States,California,Dublin,94568,"37.713926, -121.928425",37.713926,-121.928425,"29,636",Q3,No,0,22,Offer D,Yes,7.28,Yes,Yes,DSL,7,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.45,1127.35,0,0,160.16,1287.51,1,Churned,Yes,1,71,2445,Other,Don't know,No
2195-ZRVAX,Female,40,No,No,Yes,No,0,United States,California,Rodeo,94572,"38.027218, -122.23463",38.027218,-122.23463,"8,506",Q3,Yes,1,47,,Yes,44.26,No,Yes,Cable,23,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.3,4045.65,0,0,2080.22,6125.87,2,Churned,Yes,1,90,3631,Other,Don't know,Yes
3550-SAHFP,Female,51,No,No,No,No,0,United States,California,Saint Helena,94574,"38.581354, -122.296283",38.581354,-122.296283,"9,423",Q3,No,0,33,,Yes,20.29,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,83.35,2757.85,0,40,669.57,3467.42,2,Churned,Yes,1,66,5456,Price,Price too high,No
2011-TRQYE,Male,59,No,No,No,No,0,United States,California,Deer Park,94576,"38.554383, -122.474773",38.554383,-122.474773,223,Q3,No,0,18,Offer D,No,0,No,Yes,DSL,26,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,33.5,600,0,0,0,600,2,Churned,Yes,1,82,5474,Dissatisfaction,Product dissatisfaction,No
4873-ILOLJ,Male,64,No,No,No,No,0,United States,California,Sunol,94586,"37.587494, -121.862856",37.587494,-121.862856,790,Q3,No,0,24,,Yes,32.49,No,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.35,2238.5,0,0,779.76,3018.26,1,Churned,Yes,1,67,5546,Competitor,Competitor had better devices,No
2725-KXXWT,Male,26,Yes,No,Yes,No,0,United States,California,Vallejo,94589,"38.161321, -122.271588",38.161321,-122.271588,"42,209",Q3,No,0,1,Offer E,Yes,23.06,No,Yes,Fiber Optic,52,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.75,90.75,0,0,23.06,113.81,3,Churned,Yes,1,86,5460,Attitude,Attitude of support person,Yes
9565-DJPIB,Female,64,No,No,No,No,0,United States,California,Vallejo,94590,"38.104705, -122.247387",38.104705,-122.247387,"37,218",Q3,No,0,4,Offer E,Yes,36.76,Yes,Yes,Fiber Optic,20,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,89.6,365.65,0,0,147.04,512.69,1,Churned,Yes,1,87,4689,Competitor,Competitor had better devices,No
8348-HFYIV,Male,21,Yes,No,No,No,0,United States,California,Oakland,94601,"37.776523, -122.219268",37.776523,-122.219268,"54,876",Q3,No,0,2,Offer E,No,0,No,Yes,DSL,51,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.25,90.35,0,0,0,90.35,3,Churned,Yes,1,90,5775,Dissatisfaction,Limited range of services,No
6849-WLEYG,Male,43,No,No,No,Yes,3,United States,California,Emeryville,94608,"37.83726, -122.287648",37.83726,-122.287648,"24,589",Q3,No,0,1,,Yes,11.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,19.75,0,0,11.91,31.66,3,Churned,Yes,1,92,2611,Attitude,Attitude of support person,No
4659-NZRUF,Female,64,No,No,No,No,0,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,"21,097",Q3,No,0,19,Offer D,Yes,32.87,Yes,Yes,Fiber Optic,17,Yes,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,95.15,1789.25,0,120,624.53,2533.78,3,Churned,Yes,1,78,5830,Price,Long distance charges,No
8429-XIBUM,Male,44,No,No,No,No,0,United States,California,Oakland,94618,"37.84551, -122.235181",37.84551,-122.235181,"15,438",Q3,No,0,22,Offer D,Yes,10.33,Yes,Yes,Fiber Optic,19,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.35,2317.1,0,0,227.26,2544.36,1,Churned,Yes,1,77,4694,Price,Extra data charges,No
2608-BHKFN,Female,46,No,No,No,No,0,United States,California,Berkeley,94703,"37.863843, -122.275684",37.863843,-122.275684,"19,763",Q3,No,0,4,,Yes,12.58,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.05,266.9,0,0,50.32,317.22,1,Churned,Yes,1,89,3600,Competitor,Competitor had better devices,No
7341-LXCAF,Male,24,Yes,No,Yes,No,0,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,"12,448",Q3,Yes,8,4,,Yes,48.64,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.65,301.4,0,0,194.56,495.96,1,Churned,Yes,1,87,4013,Dissatisfaction,Product dissatisfaction,Yes
9462-MJUAW,Male,60,No,No,No,No,0,United States,California,Berkeley,94708,"37.897743, -122.263124",37.897743,-122.263124,"10,737",Q3,No,0,4,,Yes,30.44,Yes,Yes,Cable,10,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.4,206.6,0,0,121.76,328.36,1,Churned,Yes,1,92,4399,Competitor,Competitor had better devices,No
8128-YVJRG,Female,61,No,No,No,No,0,United States,California,Berkeley,94709,"37.878554, -122.26609",37.878554,-122.26609,"10,147",Q3,No,0,7,,Yes,40.32,Yes,Yes,Fiber Optic,18,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.65,604.7,0,0,282.24,886.94,1,Churned,Yes,1,81,4513,Attitude,Attitude of support person,No
1569-TTNYJ,Male,55,No,No,Yes,No,0,United States,California,Richmond,94805,"37.941456, -122.320968",37.941456,-122.320968,"13,984",Q3,Yes,1,5,,Yes,1.16,Yes,Yes,Fiber Optic,7,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,78.75,412.1,0,10,5.8,427.9,2,Churned,Yes,1,72,3401,Other,Don't know,Yes
4749-VFKVB,Female,47,No,No,No,No,0,United States,California,Inverness,94937,"38.099323, -122.945723",38.099323,-122.945723,"1,004",Q3,No,0,1,,Yes,46.49,Yes,Yes,DSL,14,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.1,50.1,0,0,46.49,96.59,2,Churned,Yes,1,90,4778,Other,Don't know,No
7598-UAASY,Male,19,Yes,No,Yes,No,0,United States,California,Marshall,94940,"38.129308, -122.834815",38.129308,-122.834815,406,Q3,Yes,1,2,Offer E,Yes,20.5,No,Yes,Fiber Optic,51,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76.4,151.8,0,0,41,192.8,1,Churned,Yes,1,71,4340,Competitor,Competitor had better devices,Yes
7938-OUHIO,Male,28,Yes,No,No,No,0,United States,California,Mill Valley,94941,"37.901371, -122.572024",37.901371,-122.572024,"28,727",Q3,No,0,3,Offer E,Yes,32.76,No,Yes,Fiber Optic,73,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.7,293.65,0,0,98.28,391.93,3,Churned,Yes,1,72,3916,Attitude,Attitude of service provider,No
0431-APWVY,Female,37,No,No,Yes,No,0,United States,California,Novato,94949,"38.067204, -122.524004",38.067204,-122.524004,"13,361",Q3,Yes,1,28,,Yes,18.31,No,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.1,2598.95,0,0,512.68,3111.63,3,Churned,Yes,1,91,5958,Other,Poor expertise of online support,Yes
3426-NIYYL,Male,47,No,No,No,No,0,United States,California,Sausalito,94965,"37.848641, -122.515692",37.848641,-122.515692,"11,213",Q3,No,0,15,Offer D,Yes,3.15,Yes,Yes,DSL,26,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,51.55,765.5,0,20,47.25,832.75,2,Churned,Yes,1,66,2087,Attitude,Attitude of support person,No
3387-VATUS,Male,44,No,No,No,No,0,United States,California,Aromas,95004,"36.878364, -121.629781",36.878364,-121.629781,"3,373",Q3,No,0,5,Offer E,Yes,40.15,Yes,Yes,Fiber Optic,19,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.85,462.8,0,0,200.75,663.55,3,Churned,Yes,1,69,5701,Attitude,Attitude of service provider,No
1143-NMNQJ,Female,39,No,No,No,No,0,United States,California,Boulder Creek,95006,"37.171727, -122.142961",37.171727,-122.142961,"10,520",Q3,No,0,2,,Yes,14.07,Yes,Yes,Fiber Optic,6,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.7,169.8,0,0,28.14,197.94,2,Churned,Yes,1,95,2187,Attitude,Attitude of service provider,No
0415-MOSGF,Female,58,No,No,No,No,0,United States,California,Los Gatos,95030,"37.222842, -121.988727",37.222842,-121.988727,"13,290",Q3,No,0,1,Offer E,Yes,26.53,No,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.4,44.4,0,0,26.53,70.93,2,Churned,Yes,1,76,3204,Attitude,Attitude of support person,No
2495-INZWQ,Male,44,No,No,No,No,0,United States,California,San Juan Bautista,95045,"36.810568, -121.503022",36.810568,-121.503022,"3,402",Q3,No,0,4,Offer E,No,0,No,Yes,Cable,20,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,44.55,174.3,0,10,0,184.3,2,Churned,Yes,1,66,5605,Attitude,Attitude of service provider,No
4139-SUGLD,Male,41,No,No,Yes,Yes,3,United States,California,Santa Clara,95054,"37.393554, -121.965114",37.393554,-121.965114,"13,031",Q3,Yes,1,31,,No,0,No,Yes,DSL,23,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,35.4,1077.5,0,0,0,1077.5,1,Churned,Yes,1,77,2067,Attitude,Attitude of service provider,Yes
6857-VWJDT,Female,45,No,No,No,No,0,United States,California,Santa Cruz,95060,"36.993451, -122.098858",36.993451,-122.098858,"43,192",Q3,No,0,1,Offer E,Yes,32.33,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,95.65,95.65,0,0,32.33,127.98,2,Churned,Yes,1,87,3473,Attitude,Attitude of service provider,No
5624-BQSSA,Female,19,Yes,No,No,No,0,United States,California,Santa Cruz,95065,"37.031404, -121.981865",37.031404,-121.981865,"8,365",Q3,No,0,1,,Yes,40.48,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.95,20.95,0,0,40.48,61.43,1,Churned,Yes,1,70,4285,Price,Long distance charges,No
5577-OTWWW,Female,54,No,No,No,No,0,United States,California,San Jose,95120,"37.186141, -121.843554",37.186141,-121.843554,"37,090",Q3,No,0,15,Offer D,Yes,39.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.75,297.3,0,0,597.6,894.9,2,Churned,Yes,1,69,2428,Other,Moved,No
6100-QQHEB,Male,42,No,No,Yes,No,0,United States,California,San Jose,95121,"37.304681, -121.809955",37.304681,-121.809955,"37,127",Q3,Yes,1,17,Offer D,Yes,17.71,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.55,1515.1,0,0,301.07,1816.17,3,Churned,Yes,1,91,5775,Other,Moved,Yes
2691-NZETQ,Male,28,Yes,No,No,No,0,United States,California,San Jose,95130,"37.277592, -121.986477",37.277592,-121.986477,"13,481",Q3,No,0,9,Offer E,Yes,49.14,Yes,Yes,Fiber Optic,58,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.35,758.6,0,0,442.26,1200.86,2,Churned,Yes,1,89,2752,Competitor,Competitor offered higher download speeds,No
4404-HIBDJ,Female,48,No,No,No,No,0,United States,California,San Jose,95131,"37.387027, -121.897775",37.387027,-121.897775,"26,389",Q3,No,0,25,,Yes,1.37,No,Yes,DSL,21,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Credit Card,74.3,1863.8,0,0,34.25,1898.05,1,Churned,Yes,1,85,5175,Competitor,Competitor offered more data,No
7295-JOMMD,Female,34,No,No,No,No,0,United States,California,San Jose,95135,"37.28682, -121.723877",37.28682,-121.723877,"15,798",Q3,No,0,4,Offer E,Yes,5.63,No,Yes,Fiber Optic,18,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.1,396.3,0,0,22.52,418.82,1,Churned,Yes,1,87,2895,Competitor,Competitor made better offer,No
5013-SBUIH,Female,63,No,No,No,No,0,United States,California,Stockton,95202,"37.959706, -121.287669",37.959706,-121.287669,"7,071",Q3,No,0,50,,Yes,27.7,Yes,Yes,Fiber Optic,28,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.65,5551.15,0,0,1385,6936.15,1,Churned,Yes,1,84,5855,Competitor,Competitor had better devices,No
6023-YEBUP,Male,32,No,No,No,No,0,United States,California,Stockton,95210,"38.033219, -121.297433",38.033219,-121.297433,"40,611",Q3,No,0,3,Offer E,Yes,11.94,Yes,Yes,Cable,30,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,100.95,329.95,0,10,35.82,375.77,1,Churned,Yes,1,81,5351,Competitor,Competitor had better devices,No
7209-JCUDS,Male,25,Yes,No,No,No,0,United States,California,Stockton,95212,"38.049457, -121.21653",38.049457,-121.21653,"6,951",Q3,No,0,10,Offer D,Yes,40.22,No,Yes,Fiber Optic,41,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.9,1048.85,0,0,402.2,1451.05,1,Churned,Yes,1,83,2832,Competitor,Competitor had better devices,No
6158-DWPZT,Male,53,No,No,Yes,No,0,United States,California,Avery,95224,"38.208336, -120.339938",38.208336,-120.339938,115,Q3,Yes,1,9,Offer E,No,0,No,Yes,DSL,15,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,24.1,259.8,0,0,0,259.8,2,Churned,Yes,1,82,3195,Competitor,Competitor offered more data,Yes
3763-GCZHZ,Male,23,Yes,No,Yes,No,0,United States,California,Hathaway Pines,95233,"38.184914, -120.364085",38.184914,-120.364085,335,Q3,Yes,1,66,Offer A,Yes,20.07,Yes,Yes,Fiber Optic,85,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.05,6890,0,0,1324.62,8214.62,2,Churned,Yes,1,95,5504,Competitor,Competitor offered more data,Yes
0772-GYEQQ,Male,33,No,No,No,No,0,United States,California,Lodi,95240,"38.123544, -121.159078",38.123544,-121.159078,"45,755",Q3,No,0,3,Offer E,Yes,49.4,No,Yes,Fiber Optic,10,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,88.35,262.05,0,0,148.2,410.25,2,Churned,Yes,1,93,5202,Competitor,Competitor offered more data,No
4831-EOBFE,Male,43,No,No,Yes,No,0,United States,California,Mountain Ranch,95246,"38.264262, -120.515133",38.264262,-120.515133,"1,692",Q3,Yes,1,29,,Yes,40.49,No,Yes,Fiber Optic,15,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,94.65,2649.15,0,0,1174.21,3823.36,1,Churned,Yes,1,70,5150,Other,Don't know,Yes
9170-GYZJC,Female,42,No,No,Yes,Yes,3,United States,California,Vallecito,95251,"38.055562, -120.456298",38.055562,-120.456298,460,Q3,Yes,1,41,,Yes,45.26,Yes,Yes,Cable,56,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,79.9,3326.2,0,0,1855.66,5181.86,1,Churned,Yes,1,84,4734,Price,Price too high,Yes
2002-MZHWP,Female,24,Yes,No,No,No,0,United States,California,Delhi,95315,"37.422961, -120.765493",37.422961,-120.765493,"10,159",Q3,No,0,1,Offer E,Yes,26.12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.5,20.5,0,0,26.12,46.62,2,Churned,Yes,1,76,3820,Price,Long distance charges,No
2004-OCQXK,Female,44,No,No,No,No,0,United States,California,Merced,95348,"37.40122, -120.514191",37.40122,-120.514191,"23,100",Q3,No,0,1,Offer E,Yes,44.94,No,Yes,Fiber Optic,16,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,81.95,81.95,0,0,44.94,126.89,1,Churned,Yes,1,85,5622,Competitor,Competitor had better devices,No
5027-QPKTE,Male,39,No,No,Yes,No,0,United States,California,Modesto,95350,"37.671806, -121.007575",37.671806,-121.007575,"52,872",Q3,Yes,1,7,Offer E,Yes,14.75,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.35,451.1,0,10,103.25,564.35,1,Churned,Yes,1,82,4292,Competitor,Competitor had better devices,Yes
2672-HUYVI,Female,53,No,No,No,No,0,United States,California,Newman,95360,"37.343846, -121.039391",37.343846,-121.039391,"8,504",Q3,No,0,6,,Yes,11.81,No,Yes,Fiber Optic,24,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,91.1,455.3,0,0,70.86,526.16,2,Churned,Yes,1,68,2266,Price,Long distance charges,No
7508-MYBOG,Male,20,Yes,No,Yes,No,0,United States,California,Patterson,95363,"37.410236, -121.320337",37.410236,-121.320337,"15,536",Q3,Yes,1,14,Offer D,Yes,7.26,Yes,Yes,Fiber Optic,42,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.1,1235.55,0,0,101.64,1337.19,1,Churned,Yes,1,89,2177,Competitor,Competitor had better devices,Yes
0148-DCDOS,Male,41,No,No,No,No,0,United States,California,Planada,95365,"37.329725, -120.306399",37.329725,-120.306399,"4,150",Q3,No,0,25,,Yes,34.88,Yes,Yes,Fiber Optic,8,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.7,2362.1,0,0,872,3234.1,1,Churned,Yes,1,82,5641,Competitor,Competitor had better devices,No
9992-RRAMN,Male,40,No,No,Yes,No,0,United States,California,Riverbank,95367,"37.734971, -120.954271",37.734971,-120.954271,"16,525",Q3,Yes,1,22,Offer D,Yes,16.2,Yes,Yes,Fiber Optic,17,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.1,1873.7,0,0,356.4,2230.1,1,Churned,Yes,1,68,5248,Dissatisfaction,Product dissatisfaction,Yes
0310-MVLET,Female,63,No,No,Yes,No,0,United States,California,Snelling,95369,"37.521708, -120.426843",37.521708,-120.426843,"1,158",Q3,Yes,1,61,,Yes,49.33,Yes,Yes,Fiber Optic,7,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.15,6010.05,0,0,3009.13,9019.18,3,Churned,Yes,1,77,5612,Dissatisfaction,Service dissatisfaction,Yes
5696-QURRL,Male,31,No,No,No,No,0,United States,California,Waterford,95386,"37.669516, -120.626964",37.669516,-120.626964,"8,308",Q3,No,0,1,,Yes,13.84,No,Yes,DSL,26,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,45.05,45.05,0,70,13.84,128.89,3,Churned,Yes,1,73,2644,Dissatisfaction,Network reliability,No
0495-RVCBF,Female,39,No,No,No,No,0,United States,California,Santa Rosa,95401,"38.460517, -122.790335",38.460517,-122.790335,"36,125",Q3,No,0,1,,Yes,33.88,No,Yes,Fiber Optic,26,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.7,79.7,0,0,33.88,113.58,3,Churned,Yes,1,75,2066,Other,Poor expertise of online support,No
7854-EDSSA,Male,46,No,No,No,No,0,United States,California,Santa Rosa,95404,"38.526941, -122.709096",38.526941,-122.709096,"35,057",Q3,No,0,22,Offer D,Yes,49.43,Yes,Yes,Cable,17,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59,1254.7,0,0,1087.46,2342.16,3,Churned,Yes,1,77,2195,Dissatisfaction,Poor expertise of online support,No
8869-TORSS,Female,51,No,No,No,No,0,United States,California,Santa Rosa,95405,"38.439696, -122.668817",38.439696,-122.668817,"22,250",Q3,No,0,48,,Yes,33.91,No,Yes,DSL,13,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,60.35,2896.4,0,0,1627.68,4524.08,1,Churned,Yes,1,69,2681,Dissatisfaction,Poor expertise of phone support,No
2115-BFTIW,Male,52,No,No,No,No,0,United States,California,Clearlake Oaks,95423,"39.07116, -122.598542",39.07116,-122.598542,"3,684",Q3,No,0,25,,Yes,24.91,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,70.95,1767.35,0,20,622.75,2410.1,1,Churned,Yes,1,75,4881,Dissatisfaction,Product dissatisfaction,No
0611-DFXKO,Male,35,No,No,Yes,No,0,United States,California,Comptche,95427,"39.239818, -123.565432",39.239818,-123.565432,371,Q3,Yes,1,20,Offer D,Yes,18.05,No,Yes,Fiber Optic,5,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,89,1820.45,0,0,361,2181.45,2,Churned,Yes,1,78,4594,Dissatisfaction,Service dissatisfaction,Yes
7780-OTDSO,Male,51,No,No,Yes,No,0,United States,California,Covelo,95428,"39.83307, -123.178765",39.83307,-123.178765,"2,296",Q3,Yes,1,18,,Yes,11.3,Yes,Yes,Fiber Optic,16,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.4,1742.95,0,0,203.4,1946.35,1,Churned,Yes,1,86,2421,Attitude,Attitude of support person,Yes
9747-DDZOS,Female,50,No,No,No,No,0,United States,California,Eldridge,95431,"38.348884, -122.51699",38.348884,-122.51699,363,Q3,No,0,1,,Yes,3.84,No,Yes,Fiber Optic,2,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,73.5,73.5,0,0,3.84,77.34,2,Churned,Yes,1,74,4378,Dissatisfaction,Network reliability,No
0564-JJHGS,Male,45,No,No,No,No,0,United States,California,Guerneville,95446,"38.52576, -123.013347",38.52576,-123.013347,"4,913",Q3,No,0,9,,Yes,19.22,Yes,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.5,829.1,0,0,172.98,1002.08,2,Churned,Yes,1,90,5007,Dissatisfaction,Limited range of services,No
3348-CFRNX,Female,47,No,No,Yes,No,0,United States,California,Healdsburg,95448,"38.618347, -122.908422",38.618347,-122.908422,"17,979",Q3,Yes,1,28,,Yes,37.66,No,Yes,Fiber Optic,20,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,92.35,2602.9,0,0,1054.48,3657.38,1,Churned,Yes,1,71,2990,Price,Lack of affordable download/upload speed,Yes
1428-GTBJJ,Male,20,Yes,No,No,No,0,United States,California,Jenner,95450,"38.505995, -123.187019",38.505995,-123.187019,438,Q3,No,0,11,,Yes,5.4,No,Yes,Fiber Optic,41,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.55,824.75,0,0,59.4,884.15,2,Churned,Yes,1,81,4601,Price,Long distance charges,No
2249-YPRNG,Female,57,No,No,Yes,No,0,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,752,Q3,Yes,3,20,,Yes,28.79,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.85,2239.65,0,0,575.8,2815.45,2,Churned,Yes,1,84,4223,Dissatisfaction,Service dissatisfaction,Yes
7410-YTJIK,Female,35,No,No,No,No,0,United States,California,Eureka,95501,"40.796621, -124.15428",40.796621,-124.15428,"23,224",Q3,No,0,7,,Yes,18.1,Yes,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,75.45,480.75,0,0,126.7,607.45,1,Churned,Yes,1,75,2872,Competitor,Competitor had better devices,No
4626-GYCZP,Male,60,No,No,No,No,0,United States,California,Eureka,95503,"40.737431, -124.108897",40.737431,-124.108897,"23,570",Q3,No,0,7,,Yes,15.51,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.85,635.6,0,0,108.57,744.17,1,Churned,Yes,1,79,3506,Competitor,Competitor had better devices,No
5590-BYNII,Male,51,No,No,No,No,0,United States,California,Bayside,95524,"40.825486, -124.049485",40.825486,-124.049485,"1,689",Q3,No,0,22,,Yes,35.93,Yes,Yes,Fiber Optic,17,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.75,2095,0,0,790.46,2885.46,2,Churned,Yes,1,91,4152,Other,Don't know,No
3237-AJGEH,Female,43,No,No,Yes,Yes,1,United States,California,Bridgeville,95526,"40.372532, -123.525626",40.372532,-123.525626,695,Q3,Yes,1,3,,No,0,No,Yes,DSL,19,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,31,95.05,0,20,0,115.05,3,Churned,Yes,1,67,5122,Other,Poor expertise of online support,Yes
1591-NFNLQ,Male,38,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,51,,Yes,5.62,Yes,Yes,Fiber Optic,16,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,80,4242.35,0,0,286.62,4528.97,3,Churned,Yes,1,91,4769,Other,Poor expertise of online support,No
0596-BQCEQ,Female,32,No,No,Yes,No,0,United States,California,Hydesville,95547,"40.557314, -124.081662",40.557314,-124.081662,"1,201",Q3,Yes,1,62,,Yes,48.58,No,Yes,Fiber Optic,13,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.15,6283.3,0,0,3011.96,9295.26,1,Churned,Yes,1,93,4120,Competitor,Competitor had better devices,Yes
1481-ZUWZA,Male,52,No,No,No,No,0,United States,California,Klamath,95548,"41.572813, -124.035011",41.572813,-124.035011,"1,215",Q3,No,0,28,,Yes,35.52,Yes,Yes,Fiber Optic,26,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.5,2659.4,0,0,994.56,3653.96,1,Churned,Yes,1,80,5433,Dissatisfaction,Service dissatisfaction,No
2309-OSFEU,Male,42,No,No,No,No,0,United States,California,Smith River,95567,"41.950683, -124.097094",41.950683,-124.097094,"2,020",Q3,No,0,10,,No,0,No,Yes,DSL,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,33.9,298.45,0,0,0,298.45,1,Churned,Yes,1,84,2529,Attitude,Attitude of support person,No
7613-LLQFO,Male,41,No,No,No,No,0,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,222,Q3,No,0,12,,Yes,12.36,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.45,1059.55,0,0,148.32,1207.87,2,Churned,Yes,1,91,3330,Dissatisfaction,Limited range of services,No
2640-PMGFL,Male,35,No,No,No,No,0,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,"12,756",Q3,No,0,27,,Yes,24.72,Yes,Yes,Fiber Optic,29,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.5,2180.55,0,0,667.44,2847.99,1,Churned,Yes,1,91,2518,Price,Lack of affordable download/upload speed,No
3801-HMYNL,Male,44,No,No,Yes,No,0,United States,California,Brooks,95606,"38.809804, -122.241383",38.809804,-122.241383,382,Q3,Yes,1,1,,Yes,32.35,No,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,89.15,89.15,0,0,32.35,121.5,1,Churned,Yes,1,68,3123,Competitor,Competitor had better devices,Yes
4484-CGXFK,Female,45,No,No,No,No,0,United States,California,El Dorado,95623,"38.63153, -120.842609",38.63153,-120.842609,"4,097",Q3,No,0,3,,Yes,25.96,No,Yes,DSL,7,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55.3,196.15,0,0,77.88,274.03,1,Churned,Yes,1,96,3190,Dissatisfaction,Product dissatisfaction,No
6214-EDAKZ,Female,32,No,No,Yes,Yes,1,United States,California,Elverta,95626,"38.734997, -121.463719",38.734997,-121.463719,"6,197",Q3,Yes,1,22,,Yes,5.26,No,Yes,DSL,19,No,Yes,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,55.15,1206.05,0,30,115.72,1351.77,2,Churned,Yes,1,79,5115,Dissatisfaction,Service dissatisfaction,Yes
6127-ISGTU,Female,34,No,No,Yes,No,0,United States,California,Garden Valley,95633,"38.852544, -120.837669",38.852544,-120.837669,"2,536",Q3,Yes,1,16,,Yes,6.82,Yes,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.95,1378.25,0,0,109.12,1487.37,3,Churned,Yes,1,67,3075,Attitude,Attitude of support person,Yes
8740-XLHDR,Male,30,No,No,No,No,0,United States,California,Greenwood,95635,"38.921333, -120.897718",38.921333,-120.897718,"1,140",Q3,No,0,5,,No,0,No,Yes,Cable,59,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,43.25,219,0,0,0,219,2,Churned,Yes,1,67,5824,Dissatisfaction,Network reliability,No
1208-DNHLN,Male,60,No,No,Yes,No,0,United States,California,Grizzly Flats,95636,"38.636102, -120.522149",38.636102,-120.522149,659,Q3,Yes,1,23,,Yes,5.8,Yes,Yes,DSL,12,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,48.35,1067.15,0,0,133.4,1200.55,2,Churned,Yes,1,83,4580,Other,Don't know,Yes
1761-AEZZR,Male,59,No,No,No,No,0,United States,California,Guinda,95637,"38.830739, -122.196202",38.830739,-122.196202,228,Q3,No,0,1,,Yes,4.04,No,Yes,Fiber Optic,6,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.55,79.55,0,0,4.04,83.59,2,Churned,Yes,1,72,5593,Other,Don't know,No
7120-RFMVS,Male,31,No,No,No,No,0,United States,California,Isleton,95641,"38.154823, -121.601358",38.154823,-121.601358,"2,010",Q3,No,0,1,,Yes,6.89,Yes,Yes,Fiber Optic,12,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,84.5,84.5,0,0,6.89,91.39,2,Churned,Yes,1,73,4340,Price,Price too high,No
7317-GGVPB,Male,57,No,No,Yes,No,0,United States,California,Lotus,95651,"38.815515, -120.916997",38.815515,-120.916997,485,Q3,Yes,1,71,Offer A,Yes,5.76,Yes,Yes,Fiber Optic,11,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,108.6,7690.9,0,20,408.96,8119.86,1,Churned,Yes,1,90,4982,Dissatisfaction,Product dissatisfaction,Yes
1322-AGOQM,Male,57,No,No,No,No,0,United States,California,Mather,95655,"38.549822, -121.266725",38.549822,-121.266725,929,Q3,No,0,46,,No,0,No,Yes,DSL,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,30.3,1380.1,0,0,0,1380.1,2,Churned,Yes,1,95,2243,Dissatisfaction,Service dissatisfaction,No
5692-FPTAH,Female,32,No,No,No,No,0,United States,California,Nicolaus,95659,"38.788898, -121.608624",38.788898,-121.608624,751,Q3,No,0,1,,Yes,38.31,No,Yes,Cable,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.4,45.4,0,0,38.31,83.71,2,Churned,Yes,1,67,2168,Dissatisfaction,Network reliability,No
1550-LOAHA,Female,53,No,No,Yes,No,0,United States,California,Orangevale,95662,"38.689174, -121.218435",38.689174,-121.218435,"32,040",Q3,Yes,1,32,,Yes,37.48,No,Yes,Fiber Optic,13,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.15,2585.95,0,0,1199.36,3785.31,2,Churned,Yes,1,74,4017,Dissatisfaction,Limited range of services,Yes
0268-QKIWO,Female,41,No,No,No,No,0,United States,California,Pilot Hill,95664,"38.803731, -121.043799",38.803731,-121.043799,"1,173",Q3,No,0,3,Offer E,Yes,24.63,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.75,58.85,0,0,73.89,132.74,3,Churned,Yes,1,83,2647,Attitude,Attitude of support person,No
0876-WDUUZ,Female,62,No,No,No,No,0,United States,California,Pine Grove,95665,"38.400264, -120.641274",38.400264,-120.641274,"4,354",Q3,No,0,5,Offer E,Yes,43.51,No,Yes,Fiber Optic,17,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.4,425.9,0,0,217.55,643.45,2,Churned,Yes,1,90,3716,Price,Long distance charges,No
0617-FHSGK,Male,62,No,No,No,No,0,United States,California,Rancho Cordova,95670,"38.602723, -121.279913",38.602723,-121.279913,"49,729",Q3,No,0,49,,Yes,19.08,Yes,Yes,Fiber Optic,24,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,75.2,3678.3,0,20,934.92,4633.22,2,Churned,Yes,1,90,5283,Price,Extra data charges,No
2858-MOFSQ,Female,50,No,No,No,No,0,United States,California,Rio Oso,95674,"38.954144, -121.482536",38.954144,-121.482536,947,Q3,No,0,17,,Yes,24.31,Yes,Yes,DSL,21,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Mailed Check,55.85,937.5,0,0,413.27,1350.77,2,Churned,Yes,1,76,5472,Price,Price too high,No
7005-CCBKV,Male,53,No,No,No,No,0,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,"1,472",Q3,No,0,6,,Yes,21.97,No,Yes,Fiber Optic,9,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.4,556.35,0,0,131.82,688.17,3,Churned,Yes,1,77,4539,Dissatisfaction,Service dissatisfaction,No
4250-FDVOU,Female,44,No,No,No,No,0,United States,California,Woodland,95695,"38.71967, -121.862416",38.71967,-121.862416,"38,547",Q3,No,0,6,Offer E,Yes,17.18,No,Yes,DSL,22,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,56.25,389.1,0,0,103.08,492.18,1,Churned,Yes,1,95,4110,Attitude,Attitude of support person,No
2141-RRYGO,Female,51,No,No,No,No,0,United States,California,Camino,95709,"38.748316, -120.675512",38.748316,-120.675512,"4,829",Q3,No,0,4,Offer E,Yes,10.64,No,Yes,DSL,23,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,68.65,261.25,0,0,42.56,303.81,3,Churned,Yes,1,76,5274,Other,Poor expertise of online support,No
6376-GAHQE,Male,48,No,No,No,No,0,United States,California,Dutch Flat,95714,"39.197215, -120.83679",39.197215,-120.83679,350,Q3,No,0,4,Offer E,Yes,42.8,No,Yes,Fiber Optic,28,No,No,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,77.85,299.2,0,10,171.2,480.4,2,Churned,Yes,1,65,2140,Other,Don't know,No
5052-PNLOS,Male,50,No,No,No,No,0,United States,California,Echo Lake,95721,"38.851842, -120.076204",38.851842,-120.076204,69,Q3,No,0,3,Offer E,Yes,13.83,Yes,Yes,Fiber Optic,14,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.35,323.25,0,0,41.49,364.74,3,Churned,Yes,1,65,3662,Other,Poor expertise of online support,No
6979-ZNSFF,Female,48,No,No,No,No,0,United States,California,Pollock Pines,95726,"38.733908, -120.453416",38.733908,-120.453416,"8,577",Q3,No,0,8,Offer E,Yes,45.59,Yes,Yes,Fiber Optic,8,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87.05,762.1,0,0,364.72,1126.82,1,Churned,Yes,1,69,2545,Price,Price too high,No
2386-LAHRK,Male,22,Yes,No,No,No,0,United States,California,Weimar,95736,"39.00978, -120.978273",39.00978,-120.978273,31,Q3,No,0,1,,Yes,14.58,No,Yes,DSL,73,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,53.5,53.5,0,0,14.58,68.08,1,Churned,Yes,1,80,5094,Dissatisfaction,Product dissatisfaction,No
6032-IGALN,Female,35,No,No,No,No,0,United States,California,Granite Bay,95746,"38.749466, -121.184196",38.749466,-121.184196,"20,675",Q3,No,0,1,,No,0,No,Yes,Cable,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,25.1,25.1,0,0,0,25.1,1,Churned,Yes,1,79,4769,Competitor,Competitor had better devices,No
0516-WJVXC,Female,21,Yes,No,No,No,0,United States,California,Sacramento,95818,"38.556306, -121.495817",38.556306,-121.495817,"21,313",Q3,No,0,5,,Yes,3.61,No,Yes,DSL,69,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.2,308.25,0,0,18.05,326.3,1,Churned,Yes,1,78,5476,Dissatisfaction,Network reliability,No
8809-RIHDD,Male,47,No,No,Yes,No,0,United States,California,Sacramento,95827,"38.549185, -121.328386",38.549185,-121.328386,"19,611",Q3,Yes,1,72,,Yes,3.07,Yes,Yes,Fiber Optic,23,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,103.4,7372.65,0,0,221.04,7593.69,3,Churned,Yes,1,83,5055,Price,Lack of affordable download/upload speed,Yes
4822-NGOCH,Female,60,No,No,No,No,0,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,"42,832",Q3,No,0,13,,Yes,21.88,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.45,1058.6,0,0,284.44,1343.04,2,Churned,Yes,1,74,5801,Price,Long distance charges,No
1432-FPAXX,Female,53,No,No,No,No,0,United States,California,Beale Afb,95903,"39.125311, -121.392283",39.125311,-121.392283,"5,654",Q3,No,0,29,,No,0,No,Yes,DSL,7,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.6,856.35,0,0,0,856.35,2,Churned,Yes,1,77,3615,Dissatisfaction,Product dissatisfaction,No
3884-HCSWG,Female,51,No,No,No,No,0,United States,California,Camptonville,95922,"39.432127, -121.099287",39.432127,-121.099287,632,Q3,No,0,17,,Yes,7.66,No,Yes,Fiber Optic,17,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70,1144.5,0,80,130.22,1354.72,1,Churned,Yes,1,70,4390,Attitude,Attitude of support person,No
5077-DXTCG,Female,37,No,No,No,No,0,United States,California,Challenge,95925,"39.461768, -121.195825",39.461768,-121.195825,262,Q3,No,0,1,,Yes,26.41,No,Yes,Cable,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.3,45.3,0,0,26.41,71.71,1,Churned,Yes,1,86,2293,Competitor,Competitor had better devices,No
1142-WACZW,Male,64,No,No,No,No,0,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,"35,808",Q3,No,0,2,,No,0,No,Yes,Cable,11,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,29.85,75.6,0,0,0,75.6,2,Churned,Yes,1,95,4268,Other,Don't know,No
4892-VLANZ,Male,40,No,No,No,No,0,United States,California,Colusa,95932,"39.273096, -122.050763",39.273096,-122.050763,"7,503",Q3,No,0,1,,Yes,9.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.8,19.8,0,0,9.66,29.46,3,Churned,Yes,1,96,5600,Price,Long distance charges,No
2919-HBCJO,Female,36,No,No,No,No,0,United States,California,Downieville,95936,"39.578792, -120.780786",39.578792,-120.780786,404,Q3,No,0,4,,Yes,24.09,No,Yes,Fiber Optic,17,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.65,333.6,0,0,96.36,429.96,1,Churned,Yes,1,90,4580,Other,Moved,No
4236-XPXAV,Female,45,No,No,Yes,No,0,United States,California,Dunnigan,95937,"38.931425, -121.946081",38.931425,-121.946081,19,Q3,Yes,1,5,,Yes,9.23,No,Yes,Fiber Optic,25,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,99.15,465.05,0,0,46.15,511.2,2,Churned,Yes,1,74,2283,Other,Moved,Yes
3030-YZADT,Male,57,No,No,No,No,0,United States,California,Grass Valley,95949,"39.099204, -121.137962",39.099204,-121.137962,"17,922",Q3,No,0,9,Offer E,Yes,2.88,No,Yes,DSL,26,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,44.95,431,0,10,25.92,466.92,1,Churned,Yes,1,66,5023,Competitor,Competitor had better devices,No
7410-KTVFV,Male,53,No,No,Yes,No,0,United States,California,Grimes,95950,"39.033058, -121.895718",39.033058,-121.895718,531,Q3,Yes,1,18,,Yes,19.05,No,Yes,DSL,26,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,49.55,878.35,0,0,342.9,1221.25,1,Churned,Yes,1,90,2815,Competitor,Competitor had better devices,Yes
8393-DLHGA,Male,55,No,No,No,No,0,United States,California,Palermo,95968,"39.435756, -121.552071",39.435756,-121.552071,"1,254",Q3,No,0,25,,Yes,5.27,No,Yes,Fiber Optic,4,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.9,2448.75,0,0,131.75,2580.5,1,Churned,Yes,1,68,2241,Competitor,Competitor offered more data,No
2834-SPCJV,Male,40,No,No,Yes,No,0,United States,California,Rough And Ready,95975,"39.225634, -121.156163",39.225634,-121.156163,"1,601",Q3,Yes,1,52,,Yes,38.37,No,Yes,Fiber Optic,14,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,84.1,4348.65,0,0,1995.24,6343.89,1,Churned,Yes,1,75,6216,Competitor,Competitor had better devices,Yes
0587-DMGBH,Female,48,No,No,No,No,0,United States,California,Willows,95988,"39.493991, -122.286363",39.493991,-122.286363,"8,812",Q3,No,0,8,,Yes,37.79,No,Yes,Cable,25,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.85,365.55,13.01,10,302.32,664.86,3,Churned,Yes,1,75,2269,Competitor,Competitor offered higher download speeds,No
3523-QRQLL,Female,22,Yes,No,Yes,No,0,United States,California,Bieber,96009,"41.083464, -121.107929",41.083464,-121.107929,595,Q3,Yes,1,22,,Yes,35.04,No,Yes,DSL,76,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,69.5,1498.2,49.57,0,770.88,2219.51,2,Churned,Yes,1,94,5922,Competitor,Competitor offered more data,Yes
0895-DQHEW,Male,47,No,No,Yes,No,0,United States,California,Burney,96013,"40.946785, -121.719489",40.946785,-121.719489,"4,552",Q3,Yes,1,54,,Yes,35.46,Yes,Yes,Fiber Optic,23,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.3,5278.15,11.45,0,1914.84,7181.54,1,Churned,Yes,1,77,4019,Competitor,Competitor offered more data,Yes
8149-RSOUN,Female,49,No,No,No,No,0,United States,California,Dorris,96023,"41.949216, -122.050062",41.949216,-122.050062,"1,162",Q3,No,0,1,Offer E,Yes,16.15,Yes,Yes,Fiber Optic,12,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.85,93.85,0,0,16.15,110,3,Churned,Yes,1,78,3014,Competitor,Competitor offered more data,No
7250-EQKIY,Female,47,No,No,Yes,Yes,2,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,1,1,Offer E,Yes,9.73,No,Yes,DSL,29,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,50.45,50.45,0,0,9.73,60.18,2,Churned,Yes,1,75,2426,Competitor,Competitor made better offer,Yes
4013-UBXWQ,Female,33,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,7,Offer E,Yes,48.82,Yes,Yes,Cable,19,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.65,521.1,28.35,0,341.74,834.49,3,Churned,Yes,1,67,4612,Competitor,Competitor made better offer,No
5519-NPHVG,Female,53,No,No,No,No,0,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,482,Q3,No,0,12,,Yes,12.75,Yes,Yes,Fiber Optic,24,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.2,1046.1,7.39,120,153,1311.71,3,Churned,Yes,1,73,3975,Price,Price too high,No
8849-GYOKR,Female,59,No,No,Yes,No,0,United States,California,Mineral,96063,"40.408796, -121.579609",40.408796,-121.579609,124,Q3,Yes,2,54,,Yes,8.83,Yes,Yes,Fiber Optic,21,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,106.55,5763.3,0,0,476.82,6240.12,1,Churned,Yes,1,90,4893,Dissatisfaction,Product dissatisfaction,Yes
3148-BLQJT,Male,33,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,1,Offer E,Yes,16.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.1,20.1,0,0,16.81,36.91,1,Churned,Yes,1,80,5747,Competitor,Competitor made better offer,No
0461-CVKMU,Female,45,No,No,Yes,No,0,United States,California,Oak Run,96069,"40.689243, -122.037023",40.689243,-122.037023,829,Q3,No,0,23,,Yes,38.81,No,Yes,Fiber Optic,28,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,83.8,1900.25,0,0,892.63,2792.88,1,Churned,Yes,1,80,5737,Attitude,Attitude of support person,Yes
8806-EAGWC,Male,25,Yes,No,No,No,0,United States,California,Old Station,96071,"40.656287, -121.428965",40.656287,-121.428965,182,Q3,No,0,3,Offer E,Yes,22.77,No,Yes,DSL,51,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,No,Credit Card,55.15,159.15,0,0,68.31,227.46,2,Churned,Yes,1,78,5698,Dissatisfaction,Network reliability,No
4183-WCSEP,Male,46,No,No,No,No,0,United States,California,Weaverville,96093,"40.759401, -122.939337",40.759401,-122.939337,"3,749",Q3,No,0,31,,Yes,34.38,No,Yes,Fiber Optic,20,No,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,78.45,2435.15,0,40,1065.78,3540.93,1,Churned,Yes,1,72,3091,Price,Long distance charges,No
5498-TXHLF,Female,39,No,No,Yes,No,0,United States,California,Whitmore,96096,"40.637105, -121.906949",40.637105,-121.906949,843,Q3,Yes,1,34,,Yes,40.78,Yes,Yes,Fiber Optic,4,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,87.45,2874.15,0,0,1386.52,4260.67,3,Churned,Yes,1,91,3358,Price,Extra data charges,Yes
9722-UJOJR,Male,36,No,No,Yes,No,0,United States,California,Blairsden Graeagle,96103,"39.783747, -120.661032",39.783747,-120.661032,"1,839",Q3,Yes,1,29,,Yes,11.24,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.75,1974.8,0,0,325.96,2300.76,1,Churned,Yes,1,73,2663,Price,Price too high,Yes
6772-KSATR,Male,31,No,No,No,No,0,United States,California,Eagleville,96110,"41.280341, -120.150381",41.280341,-120.150381,132,Q3,No,0,1,Offer E,Yes,9.81,Yes,Yes,Fiber Optic,28,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.7,81.7,0,0,9.81,91.51,1,Churned,Yes,1,83,5574,Dissatisfaction,Service dissatisfaction,No
7112-OPOTK,Male,37,No,No,No,No,0,United States,California,Fort Bidwell,96112,"41.932207, -120.135941",41.932207,-120.135941,231,Q3,No,0,33,,Yes,28.84,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,68.25,2171.15,0,0,951.72,3122.87,2,Churned,Yes,1,91,5647,Attitude,Attitude of support person,No
4210-QFJMF,Female,41,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,4,Offer E,Yes,36.91,No,Yes,Fiber Optic,23,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.15,317.25,0,0,147.64,464.89,1,Churned,Yes,1,68,5762,Competitor,Competitor made better offer,No
5828-AVIPD,Male,29,Yes,No,Yes,No,0,United States,California,Sierraville,96126,"39.559709, -120.345639",39.559709,-120.345639,227,Q3,Yes,1,19,,Yes,5.93,Yes,Yes,Fiber Optic,51,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.95,1875.55,0,0,112.67,1988.22,3,Churned,Yes,1,73,4072,Other,Poor expertise of online support,Yes
1086-LXKFY,Female,46,No,No,Yes,No,0,United States,California,Westwood,96137,"40.271535, -121.018087",40.271535,-121.018087,"4,158",Q3,Yes,1,1,Offer E,Yes,16.55,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.1,69.1,0,0,16.55,85.65,1,Churned,Yes,1,92,4779,Other,Don't know,Yes
7774-OJSXI,Male,53,No,No,No,No,0,United States,California,South Lake Tahoe,96150,"38.911577, -120.106169",38.911577,-120.106169,"33,038",Q3,No,0,31,,Yes,9.27,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.45,3066.45,0,0,287.37,3353.82,3,Churned,Yes,1,65,5387,Dissatisfaction,Poor expertise of phone support,No
7786-WBJYI,Female,31,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,4,,Yes,30.95,Yes,Yes,Fiber Optic,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,77.95,305.55,0,0,123.8,429.35,2,Churned,Yes,1,89,5365,Competitor,Competitor made better offer,No
5016-ETTFF,Male,46,No,No,No,No,0,United States,California,Los Angeles,90016,"34.028331, -118.354338",34.028331,-118.354338,"46,984",Q3,No,0,10,Offer D,No,0,No,Yes,DSL,30,No,No,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,29.5,255.25,0,40,0,295.25,3,Churned,Yes,1,69,3797,Dissatisfaction,Service dissatisfaction,No
3866-MDTUB,Female,64,No,No,No,No,0,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,"20,692",Q3,No,0,2,,Yes,26.93,No,Yes,DSL,10,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,70.75,146.9,0,0,53.86,200.76,1,Churned,Yes,1,72,3257,Attitude,Attitude of support person,No
0697-ZMSWS,Male,19,Yes,No,No,No,0,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,"47,487",Q3,No,0,4,,Yes,6.91,Yes,Yes,Fiber Optic,53,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.65,338.9,0,0,27.64,366.54,1,Churned,Yes,1,87,2330,Dissatisfaction,Limited range of services,No
7593-XFKDI,Male,39,No,No,No,No,0,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,"38,415",Q3,No,0,1,,Yes,48.22,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,46.3,46.3,0,0,48.22,94.52,1,Churned,Yes,1,73,3017,Price,Extra data charges,No
0337-CNPZE,Female,63,No,No,No,No,0,United States,California,Los Angeles,90033,"34.050198, -118.210946",34.050198,-118.210946,"49,431",Q3,No,0,41,,Yes,10.43,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,106.3,4443.45,0,130,427.63,5001.08,2,Churned,Yes,1,85,5383,Price,Price too high,No
1513-XNPPH,Female,36,No,No,No,No,0,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,"56,709",Q3,No,0,12,Offer D,Yes,17.46,No,Yes,Fiber Optic,9,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.4,1095.65,0,0,209.52,1305.17,1,Churned,Yes,1,79,5047,Dissatisfaction,Product dissatisfaction,No
6347-DCUIK,Male,28,Yes,No,No,No,0,United States,California,Los Angeles,90043,"33.988543, -118.334081",33.988543,-118.334081,"44,764",Q3,No,0,10,Offer D,Yes,29.24,Yes,Yes,Fiber Optic,85,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,74.15,811.8,0,0,292.4,1104.2,1,Churned,Yes,1,90,4231,Attitude,Attitude of support person,No
0897-FEGMU,Female,43,No,No,Yes,No,0,United States,California,Los Angeles,90048,"34.072945, -118.37267",34.072945,-118.37267,"21,739",Q3,Yes,1,11,Offer D,Yes,31.08,Yes,Yes,Fiber Optic,26,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.5,1056.95,0,0,341.88,1398.83,3,Churned,Yes,1,84,5286,Dissatisfaction,Network reliability,Yes
7663-RGWBC,Male,44,No,No,No,No,0,United States,California,Los Angeles,90049,"34.091829, -118.491244",34.091829,-118.491244,"33,523",Q3,No,0,1,,Yes,8.77,No,Yes,DSL,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.15,44.15,0,0,8.77,52.92,1,Churned,Yes,1,90,4773,Other,Don't know,No
1120-BMWUB,Female,36,No,No,No,No,0,United States,California,Los Angeles,90056,"33.987945, -118.370442",33.987945,-118.370442,"8,115",Q3,No,0,16,Offer D,Yes,6.86,No,Yes,DSL,8,No,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,53.9,834.15,0,40,109.76,983.91,3,Churned,Yes,1,65,5091,Other,Don't know,No
9124-LHCJQ,Female,22,Yes,No,No,No,0,United States,California,Los Angeles,90057,"34.061918, -118.277939",34.061918,-118.277939,"44,004",Q3,No,0,1,,Yes,31.03,Yes,Yes,Fiber Optic,27,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.45,85.45,0,0,31.03,116.48,1,Churned,Yes,1,91,2318,Price,Price too high,No
2235-ZGKPT,Female,36,No,No,Yes,Yes,1,United States,California,Los Angeles,90062,"34.003553, -118.308933",34.003553,-118.308933,"29,299",Q3,Yes,1,4,,Yes,12.88,Yes,Yes,Cable,22,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.85,239.55,0,0,51.52,291.07,1,Churned,Yes,1,90,5386,Dissatisfaction,Product dissatisfaction,Yes
3891-PUQOD,Female,40,No,No,No,Yes,3,United States,California,Los Angeles,90063,"34.044271, -118.185237",34.044271,-118.185237,"55,668",Q3,No,0,1,,Yes,13.58,No,Yes,DSL,24,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,59.2,59.2,0,0,13.58,72.78,1,Churned,Yes,1,65,5020,Dissatisfaction,Service dissatisfaction,No
0689-NKYLF,Male,42,No,No,No,No,0,United States,California,Los Angeles,90066,"34.002028, -118.430656",34.002028,-118.430656,"55,204",Q3,No,0,13,Offer D,Yes,35.4,No,Yes,Fiber Optic,18,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.2,1060.6,0,0,460.2,1520.8,2,Churned,Yes,1,86,4028,Attitude,Attitude of support person,No
3658-KIBGF,Female,19,Yes,No,No,No,0,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,"21,728",Q3,No,0,1,,Yes,44.36,No,Yes,DSL,58,Yes,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,54.9,54.9,0,0,44.36,99.26,1,Churned,Yes,1,89,2833,Dissatisfaction,Network reliability,No
5519-YLDGW,Female,57,No,No,Yes,No,0,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,21,Q3,Yes,1,21,Offer D,Yes,1.21,Yes,Yes,Fiber Optic,16,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.9,2254.2,0,0,25.41,2279.61,1,Churned,Yes,1,91,3769,Dissatisfaction,Limited range of services,Yes
4946-EDSEW,Female,35,No,No,Yes,Yes,3,United States,California,Compton,90221,"33.885811, -118.206459",33.885811,-118.206459,"51,387",Q3,Yes,1,11,Offer D,Yes,29.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.25,180.3,0,0,319.11,499.41,1,Churned,Yes,1,69,5638,Attitude,Attitude of support person,Yes
8185-UPYBR,Male,33,No,No,Yes,No,0,United States,California,Hermosa Beach,90254,"33.86532, -118.396336",33.86532,-118.396336,"18,693",Q3,Yes,4,6,,Yes,21.23,Yes,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.5,438,0,0,127.38,565.38,1,Churned,Yes,1,88,5838,Dissatisfaction,Product dissatisfaction,Yes
4585-HETAI,Female,25,Yes,No,Yes,No,0,United States,California,Huntington Park,90255,"33.97803, -118.217141",33.97803,-118.217141,"78,114",Q3,Yes,5,4,,Yes,48.48,No,Yes,Fiber Optic,58,No,No,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,73.75,325.45,0,0,193.92,519.37,1,Churned,Yes,1,83,5026,Dissatisfaction,Service dissatisfaction,Yes
7526-BEZQB,Male,39,No,No,No,No,0,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,"33,300",Q3,No,0,12,Offer D,Yes,44.71,Yes,Yes,Cable,25,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.05,1148.1,0,0,536.52,1684.62,1,Churned,Yes,1,89,2577,Attitude,Attitude of support person,No
4951-UKAAQ,Female,30,No,No,No,No,0,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,"30,779",Q3,No,0,4,,Yes,48.32,Yes,Yes,Fiber Optic,51,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,88.95,355.2,0,40,193.28,588.48,1,Churned,Yes,1,72,5948,Dissatisfaction,Network reliability,No
2108-YKQTY,Female,42,No,No,No,No,0,United States,California,Santa Monica,90403,"34.031529, -118.491156",34.031529,-118.491156,"23,559",Q3,No,0,4,,Yes,9.81,No,Yes,DSL,30,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.7,151.3,0,0,39.24,190.54,3,Churned,Yes,1,90,4930,Other,Don't know,No
4918-QLLIW,Male,23,Yes,No,No,No,0,United States,California,Santa Monica,90405,"34.005439, -118.477507",34.005439,-118.477507,"26,099",Q3,No,0,3,,Yes,47.68,No,Yes,DSL,82,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,No,Credit Card,53.4,188.7,0,0,143.04,331.74,2,Churned,Yes,1,65,2755,Other,Don't know,No
1625-JAIIY,Female,42,No,No,Yes,No,0,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,"34,873",Q3,Yes,1,68,,Yes,44.24,Yes,Yes,Fiber Optic,5,No,No,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,83,5685.8,0,0,3008.32,8694.12,1,Churned,Yes,1,86,4714,Dissatisfaction,Product dissatisfaction,Yes
2947-DOMLJ,Male,47,No,No,No,Yes,2,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,"33,528",Q3,No,0,1,,Yes,11.86,No,Yes,Cable,13,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.6,50.6,0,0,11.86,62.46,1,Churned,Yes,1,82,3677,Dissatisfaction,Service dissatisfaction,No
4112-LUEIZ,Male,55,No,No,No,No,0,United States,California,La Palma,90623,"33.850504, -118.039892",33.850504,-118.039892,"15,505",Q3,No,0,10,Offer D,Yes,12.78,No,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.5,863.1,0,0,127.8,990.9,3,Churned,Yes,1,84,4206,Attitude,Attitude of support person,No
4510-HIMLV,Male,50,No,No,No,No,0,United States,California,La Habra,90631,"33.940619, -117.9513",33.940619,-117.9513,"67,354",Q3,No,0,1,,Yes,22.86,No,Yes,Fiber Optic,25,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.8,69.8,0,10,22.86,102.66,2,Churned,Yes,1,90,4154,Dissatisfaction,Network reliability,No
2430-USGXP,Male,44,No,No,Yes,No,0,United States,California,Santa Fe Springs,90670,"33.933565, -118.062611",33.933565,-118.062611,"16,271",Q3,Yes,1,24,,Yes,34.62,Yes,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.05,2391.8,0,0,830.88,3222.68,1,Churned,Yes,1,66,4766,Price,Lack of affordable download/upload speed,Yes
5955-ERIHD,Male,53,No,No,Yes,No,0,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,Yes,1,18,Offer D,Yes,31.49,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.7,1687.95,0,0,566.82,2254.77,1,Churned,Yes,1,72,2206,Price,Long distance charges,Yes
5949-EBSQK,Male,44,No,No,Yes,Yes,1,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,"1,107",Q3,Yes,4,4,,Yes,27.24,No,Yes,DSL,21,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,61.45,229.55,0,0,108.96,338.51,2,Churned,Yes,1,83,2131,Price,Price too high,Yes
7274-RTAPZ,Male,20,Yes,No,No,No,0,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,"43,467",Q3,No,0,1,Offer E,Yes,7.15,No,Yes,Fiber Optic,48,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.55,90.55,0,0,7.15,97.7,1,Churned,Yes,1,89,3898,Dissatisfaction,Product dissatisfaction,No
0311-UNPFF,Female,58,No,No,No,No,0,United States,California,Long Beach,90807,"33.830099, -118.182239",33.830099,-118.182239,"31,556",Q3,No,0,26,,Yes,38.09,No,Yes,Fiber Optic,22,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,88.8,2274.35,0,50,990.34,3314.69,2,Churned,Yes,1,82,4910,Dissatisfaction,Service dissatisfaction,No
3834-XUIFC,Male,23,Yes,No,No,No,0,United States,California,Long Beach,90814,"33.771612, -118.143866",33.771612,-118.143866,"19,034",Q3,No,0,7,Offer E,Yes,18.83,Yes,Yes,Fiber Optic,26,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.2,602.55,0,0,131.81,734.36,1,Churned,Yes,1,86,3905,Attitude,Attitude of support person,No
7599-FKVXZ,Male,54,No,No,Yes,No,0,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,"23,984",Q3,Yes,1,42,,Yes,2.41,Yes,Yes,Fiber Optic,21,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.15,4512.7,0,0,101.22,4613.92,1,Churned,Yes,1,93,2265,Other,Don't know,Yes
8229-TNIQA,Female,36,No,No,No,No,0,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,"10,253",Q3,No,0,4,Offer E,Yes,39.9,No,Yes,Cable,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.3,196.95,0,0,159.6,356.55,2,Churned,Yes,1,91,3443,Other,Don't know,No
6221-AVQYL,Male,37,No,No,No,No,0,United States,California,Glendale,91203,"34.153338, -118.262974",34.153338,-118.262974,"14,493",Q3,No,0,2,,Yes,2.96,Yes,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.25,131.05,0,0,5.92,136.97,1,Churned,Yes,1,78,2919,Price,Price too high,No
7743-EXURX,Male,47,No,No,Yes,Yes,1,United States,California,Glendale,91208,"34.195386, -118.238508",34.195386,-118.238508,"16,910",Q3,Yes,1,8,Offer E,Yes,3.85,No,Yes,DSL,20,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.05,415.05,0,0,30.8,445.85,1,Churned,Yes,1,77,3758,Dissatisfaction,Product dissatisfaction,Yes
5569-KGJHX,Female,63,No,No,Yes,No,0,United States,California,Canoga Park,91303,"34.19829, -118.602203",34.19829,-118.602203,"23,519",Q3,Yes,1,9,Offer E,Yes,14.21,Yes,Yes,Fiber Optic,5,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,85.35,754.65,0,50,127.89,932.54,3,Churned,Yes,1,95,2445,Dissatisfaction,Service dissatisfaction,Yes
7730-IUTDZ,Male,63,No,No,No,No,0,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,"35,325",Q3,No,0,43,,Yes,34,No,Yes,Fiber Optic,11,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.2,3198.6,0,0,1462,4660.6,1,Churned,Yes,1,68,4673,Dissatisfaction,Network reliability,No
0426-TIRNE,Female,54,No,No,No,No,0,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,"27,614",Q3,No,0,1,Offer E,Yes,15.51,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.9,20.9,0,0,15.51,36.41,3,Churned,Yes,1,90,5527,Dissatisfaction,Limited range of services,No
7587-RZNME,Male,23,Yes,No,No,No,0,United States,California,Valencia,91355,"34.43987, -118.644609",34.43987,-118.644609,"24,977",Q3,No,0,3,Offer E,Yes,48.84,No,Yes,DSL,41,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,43.3,123.65,0,0,146.52,270.17,3,Churned,Yes,1,91,4849,Price,Lack of affordable download/upload speed,No
0748-RDGGM,Male,38,No,No,Yes,No,0,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,"27,424",Q3,Yes,1,70,,Yes,39.63,No,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.5,7534.65,0,0,2774.1,10308.75,2,Churned,Yes,1,82,6136,Price,Long distance charges,Yes
3746-EUBYR,Male,63,No,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,1,Offer E,Yes,44.73,Yes,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.6,74.6,0,0,44.73,119.33,1,Churned,Yes,1,75,5861,Competitor,Competitor made better offer,Yes
2332-EFBJY,Male,35,No,No,No,No,0,United States,California,Sherman Oaks,91403,"34.147149, -118.463365",34.147149,-118.463365,"22,085",Q3,No,0,16,Offer D,Yes,5.74,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.7,342.4,0,0,91.84,434.24,1,Churned,Yes,1,82,3438,Price,Long distance charges,No
9474-PHLYD,Female,25,Yes,No,No,No,0,United States,California,Sherman Oaks,91423,"34.146957, -118.432138",34.146957,-118.432138,"29,387",Q3,No,0,15,Offer D,Yes,36.34,No,Yes,DSL,48,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,59.45,892.65,0,0,545.1,1437.75,1,Churned,Yes,1,68,5129,Dissatisfaction,Network reliability,No
2165-VOEGB,Female,23,Yes,No,No,No,0,United States,California,Burbank,91501,"34.188339, -118.300942",34.188339,-118.300942,"18,112",Q3,No,0,46,,Yes,43.04,No,Yes,Fiber Optic,71,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.2,4822.85,0,0,1979.84,6802.69,2,Churned,Yes,1,91,3322,Other,Don't know,No
2219-MVUSO,Male,59,No,No,No,No,0,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,"30,568",Q3,No,0,8,,Yes,35.53,No,Yes,Cable,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.15,438.4,0,0,284.24,722.64,2,Churned,Yes,1,91,3721,Other,Don't know,No
8914-RBTSB,Male,62,No,No,Yes,No,0,United States,California,Valley Village,91607,"34.165783, -118.399795",34.165783,-118.399795,"27,453",Q3,Yes,1,31,,Yes,2.12,Yes,Yes,Fiber Optic,17,No,Yes,Yes,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,93.8,3019.5,0,50,65.72,3135.22,1,Churned,Yes,1,79,4115,Other,Don't know,Yes
0963-ZBDRN,Male,45,No,No,No,No,0,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,"34,716",Q3,No,0,32,,Yes,25.21,No,Yes,Fiber Optic,26,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.2,3183.4,0,0,806.72,3990.12,3,Churned,Yes,1,93,3606,Attitude,Attitude of support person,No
7594-RQHXR,Female,20,Yes,No,No,No,0,United States,California,Covina,91722,"34.097345, -117.906736",34.097345,-117.906736,"33,817",Q3,No,0,1,Offer E,Yes,21.72,No,Yes,Fiber Optic,52,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.6,79.6,0,0,21.72,101.32,2,Churned,Yes,1,94,3108,Other,Deceased,No
6331-EWIEB,Male,49,No,No,No,No,0,United States,California,El Monte,91731,"34.079934, -118.046695",34.079934,-118.046695,"30,211",Q3,No,0,20,Offer D,Yes,1.36,Yes,Yes,Fiber Optic,25,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.25,1734.5,0,0,27.2,1761.7,2,Churned,Yes,1,92,2414,Other,Moved,No
5998-VVEJY,Male,34,No,No,No,No,0,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,"24,973",Q3,No,0,26,,Yes,24.16,Yes,Yes,Fiber Optic,22,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.5,2088.8,0,0,628.16,2716.96,3,Churned,Yes,1,72,2729,Other,Moved,No
4317-VTEOA,Male,61,No,No,No,No,0,United States,California,Rowland Heights,91748,"33.976753, -117.897367",33.976753,-117.897367,"46,342",Q3,No,0,1,Offer E,Yes,43.03,No,Yes,DSL,3,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.75,50.75,0,0,43.03,93.78,2,Churned,Yes,1,93,5355,Competitor,Competitor had better devices,No
1670-SVOWZ,Female,57,No,No,Yes,No,0,United States,California,Mira Loma,91752,"33.999992, -117.535395",33.999992,-117.535395,"18,980",Q3,Yes,1,14,Offer D,Yes,7.62,No,Yes,Fiber Optic,3,No,Yes,No,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,89.65,1208.35,0,120,106.68,1435.03,1,Churned,Yes,1,91,2504,Competitor,Competitor had better devices,Yes
7541-YLXCL,Male,25,Yes,No,No,No,0,United States,California,Pomona,91767,"34.083086, -117.737997",34.083086,-117.737997,"46,626",Q3,No,0,36,,Yes,26.51,No,Yes,Cable,85,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,65.4,2498.4,0,0,954.36,3452.76,1,Churned,Yes,1,71,5220,Other,Don't know,No
0260-ZDLGK,Female,50,No,No,No,Yes,2,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,No,0,9,,Yes,35.49,No,Yes,Cable,11,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,72.9,651.4,0,0,319.41,970.81,1,Churned,Yes,1,65,3585,Competitor,Competitor made better offer,No
8722-NGNBH,Male,25,Yes,No,No,No,0,United States,California,Walnut,91789,"34.018354, -117.85492",34.018354,-117.85492,"45,118",Q3,No,0,5,,No,0,No,Yes,Cable,59,Yes,No,Yes,Yes,No,No,Yes,Yes,Month-to-Month,No,Credit Card,40,223.45,0,0,0,223.45,1,Churned,Yes,1,80,3125,Competitor,Competitor had better devices,No
0133-BMFZO,Female,40,No,No,No,No,0,United States,California,Alhambra,91803,"34.074736, -118.145959",34.074736,-118.145959,"30,635",Q3,No,0,2,,Yes,36.81,No,Yes,Fiber Optic,16,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.25,181.65,0,0,73.62,255.27,2,Churned,Yes,1,94,3529,Competitor,Competitor offered higher download speeds,No
6128-CZOMY,Female,43,No,No,No,No,0,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,"16,486",Q3,No,0,1,,Yes,36.99,No,Yes,Cable,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.65,45.65,0,0,36.99,82.64,2,Churned,Yes,1,78,4689,Competitor,Competitor offered higher download speeds,No
9540-JYROE,Male,30,No,No,No,No,0,United States,California,Bonita,91902,"32.67117, -117.00232",32.67117,-117.00232,"17,389",Q3,No,0,8,,Yes,13.04,No,Yes,Fiber Optic,85,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,70.1,551.35,0,10,104.32,665.67,1,Churned,Yes,1,75,2899,Competitor,Competitor offered higher download speeds,No
3656-TKRVZ,Female,19,Yes,No,No,No,0,United States,California,Chula Vista,91910,"32.636792, -117.054989",32.636792,-117.054989,"74,025",Q3,No,0,3,,Yes,1.24,No,Yes,DSL,52,Yes,Yes,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,55.35,165.2,0,0,3.72,168.92,2,Churned,Yes,1,65,5787,Competitor,Competitor offered more data,No
1501-SGHBW,Male,34,No,No,No,No,0,United States,California,Guatay,91931,"32.857946, -116.561917",32.857946,-116.561917,796,Q3,No,0,2,,Yes,19.52,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.85,81,0,0,39.04,120.04,1,Churned,Yes,1,81,3843,Competitor,Competitor made better offer,No
3208-YPIOE,Male,64,No,No,No,No,0,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,"24,005",Q3,No,0,39,Offer C,Yes,36.17,Yes,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.25,3017.65,0,0,1410.63,4428.28,3,Churned,Yes,1,96,4696,Competitor,Competitor made better offer,No
2612-RANWT,Female,24,Yes,No,No,No,0,United States,California,Mount Laguna,91948,"32.830852, -116.444601",32.830852,-116.444601,81,Q3,No,0,12,Offer D,Yes,30.54,Yes,Yes,Fiber Optic,47,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.15,1164.3,0,0,366.48,1530.78,2,Churned,Yes,1,96,3682,Price,Price too high,No
2933-FILNV,Female,53,No,No,Yes,Yes,3,United States,California,Carlsbad,92009,"33.098018, -117.258203",33.098018,-117.258203,"43,161",Q3,No,0,2,,No,0,No,Yes,DSL,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,24.4,36.55,0,0,0,36.55,3,Churned,Yes,1,91,2635,Dissatisfaction,Lack of self-service on Website,Yes
9986-BONCE,Female,36,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,4,,Yes,2.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.95,85.5,0,0,8.04,93.54,1,Churned,Yes,1,85,5822,Competitor,Competitor made better offer,No
4083-EUGRJ,Male,37,No,No,No,No,0,United States,California,Oceanside,92057,"33.254497, -117.285879",33.254497,-117.285879,"46,893",Q3,No,0,9,,Yes,8.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,178.5,0,0,80.19,258.69,1,Churned,Yes,1,91,3361,Attitude,Attitude of support person,No
6410-LEFEN,Female,38,No,No,No,No,0,United States,California,San Diego,92108,"32.774046, -117.142454",32.774046,-117.142454,"11,650",Q3,No,0,9,,Yes,15.62,No,Yes,DSL,2,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.15,416.45,0,0,140.58,557.03,1,Churned,Yes,1,73,3757,Dissatisfaction,Product dissatisfaction,No
3194-ORPIK,Female,59,No,No,Yes,No,0,United States,California,San Diego,92113,"32.697098, -117.116587",32.697098,-117.116587,"47,431",Q3,Yes,1,50,,Yes,35.33,Yes,Yes,Fiber Optic,17,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.4,4116.15,0,0,1766.5,5882.65,1,Churned,Yes,1,80,5135,Competitor,Competitor had better devices,Yes
8816-VXNZD,Female,36,No,No,No,No,0,United States,California,Coronado,92118,"32.68674, -117.186612",32.68674,-117.186612,"24,093",Q3,No,0,1,,Yes,5.94,Yes,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.1,75.1,0,0,5.94,81.04,2,Churned,Yes,1,83,4335,Dissatisfaction,Lack of self-service on Website,No
9378-FXTIZ,Female,50,No,No,Yes,No,0,United States,California,San Diego,92119,"32.802959, -117.027095",32.802959,-117.027095,"21,866",Q3,Yes,1,54,,Yes,42.1,Yes,Yes,DSL,12,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,70.15,3715.65,0,0,2273.4,5989.05,3,Churned,Yes,1,95,4596,Dissatisfaction,Network reliability,Yes
1723-HKXJQ,Male,64,No,No,No,No,0,United States,California,San Diego,92120,"32.807867, -117.060993",32.807867,-117.060993,"25,569",Q3,No,0,42,,Yes,18.79,Yes,Yes,Fiber Optic,16,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.75,4273.45,0,0,789.18,5062.63,2,Churned,Yes,1,66,5545,Other,Don't know,No
7825-GKXMW,Female,41,No,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,Offer E,Yes,22.11,No,Yes,DSL,18,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,45.8,45.8,0,10,22.11,77.91,1,Churned,Yes,1,78,5973,Competitor,Competitor made better offer,No
1240-KNSEZ,Male,63,No,No,No,No,0,United States,California,San Diego,92127,"33.017518, -117.118456",33.017518,-117.118456,"20,046",Q3,No,0,1,Offer E,Yes,40.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.1,20.1,0,0,40.83,60.93,3,Churned,Yes,1,95,4933,Price,Long distance charges,No
0836-SEYLU,Male,64,No,No,Yes,No,0,United States,California,San Diego,92128,"33.000269, -117.072093",33.000269,-117.072093,"42,733",Q3,Yes,2,9,Offer E,No,0,No,Yes,DSL,26,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Mailed Check,40.65,328.95,0,0,0,328.95,1,Churned,Yes,1,91,4800,Competitor,Competitor had better devices,Yes
3716-BDVDB,Male,62,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,1,Offer E,Yes,38.66,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.1,69.1,0,0,38.66,107.76,1,Churned,Yes,1,82,5795,Competitor,Competitor made better offer,No
5899-MQZZL,Female,25,Yes,No,No,No,0,United States,California,San Ysidro,92173,"32.555828, -117.040073",32.555828,-117.040073,"28,488",Q3,No,0,13,Offer D,Yes,6.03,Yes,Yes,Fiber Optic,48,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Mailed Check,75,999.45,0,0,78.39,1077.84,2,Churned,Yes,1,68,2189,Competitor,Competitor offered higher download speeds,No
6849-OYAMU,Male,56,No,No,Yes,No,0,United States,California,Indio,92201,"33.713891, -116.237257",33.713891,-116.237257,"56,307",Q3,Yes,1,19,,Yes,43.95,No,Yes,Fiber Optic,20,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,100,1888.65,0,0,835.05,2723.7,2,Churned,Yes,1,71,2608,Competitor,Competitor offered more data,Yes
6038-GCYEC,Female,25,Yes,No,No,No,0,United States,California,Palm Desert,92211,"33.762759, -116.324817",33.762759,-116.324817,"19,702",Q3,No,0,24,Offer C,No,0,No,Yes,DSL,52,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,54.15,1240.25,0,0,0,1240.25,1,Churned,Yes,1,95,5153,Competitor,Competitor had better devices,No
1150-WFARN,Female,59,No,No,Yes,No,0,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,"23,394",Q3,Yes,1,67,,Yes,32.15,Yes,Yes,Fiber Optic,28,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,108.75,7156.2,0,0,2154.05,9310.25,1,Churned,Yes,1,90,5516,Competitor,Competitor had better devices,Yes
3144-AUDBS,Female,59,No,No,Yes,No,0,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,"27,804",Q3,Yes,1,6,Offer E,Yes,6.94,No,Yes,DSL,28,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.15,270.8,0,0,41.64,312.44,1,Churned,Yes,1,86,5271,Competitor,Competitor had better devices,Yes
5616-PRTNT,Male,30,No,No,No,Yes,3,United States,California,Desert Center,92239,"33.889605, -115.257009",33.889605,-115.257009,964,Q3,No,0,20,,Yes,22.78,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.4,374.5,0,0,455.6,830.1,2,Churned,Yes,1,86,3785,Attitude,Attitude of support person,No
6688-UZPWD,Female,36,No,No,Yes,No,0,United States,California,Palm Springs,92262,"33.839989, -116.659215",33.839989,-116.659215,"24,924",Q3,Yes,1,11,,Yes,7.89,Yes,Yes,Fiber Optic,10,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,102,1145.35,0,0,86.79,1232.14,1,Churned,Yes,1,88,5750,Competitor,Competitor offered more data,Yes
2839-RFSQE,Female,60,No,No,No,No,0,United States,California,Rancho Mirage,92270,"33.763678, -116.429928",33.763678,-116.429928,"12,465",Q3,No,0,2,Offer E,Yes,24.71,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.65,38.7,0,0,49.42,88.12,2,Churned,Yes,1,83,3845,Attitude,Attitude of support person,No
0968-GSIKN,Female,23,Yes,No,No,No,0,United States,California,Thousand Palms,92276,"33.849263, -116.382778",33.849263,-116.382778,"6,242",Q3,No,0,1,Offer E,Yes,30.6,No,Yes,Fiber Optic,27,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Mailed Check,70.8,70.8,0,0,30.6,101.4,3,Churned,Yes,1,73,3901,Competitor,Competitor made better offer,No
1965-DDBWU,Male,37,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,16,,Yes,11.96,Yes,Yes,Fiber Optic,18,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,89.05,1448.6,0,0,191.36,1639.96,3,Churned,Yes,1,87,5953,Competitor,Competitor made better offer,No
9057-SIHCH,Female,48,No,No,No,No,0,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,"14,104",Q3,No,0,3,Offer E,Yes,9.95,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.6,291.9,0,0,29.85,321.75,1,Churned,Yes,1,72,3260,Price,Price too high,No
6771-XWBDM,Female,47,No,No,Yes,No,0,United States,California,White Water,92282,"33.972293, -116.654195",33.972293,-116.654195,805,Q3,Yes,1,57,,Yes,40.13,Yes,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,104.5,5921.35,0,0,2287.41,8208.76,1,Churned,Yes,1,80,4471,Dissatisfaction,Product dissatisfaction,Yes
8601-QACRS,Female,54,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,5,Offer E,Yes,37.1,Yes,Yes,Cable,2,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,50.6,249.95,0,20,185.5,455.45,2,Churned,Yes,1,94,2353,Competitor,Competitor made better offer,No
2391-SOORI,Male,40,No,No,No,Yes,1,United States,California,Big Bear City,92314,"34.278967, -116.773825",34.278967,-116.773825,"9,899",Q3,No,0,4,Offer E,Yes,26.04,No,Yes,DSL,27,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.35,219.65,0,0,104.16,323.81,1,Churned,Yes,1,83,5858,Dissatisfaction,Lack of self-service on Website,No
2645-QTLMB,Male,22,Yes,No,No,No,0,United States,California,Bloomington,92316,"34.059722, -117.39104",34.059722,-117.39104,"25,995",Q3,No,0,7,Offer E,Yes,12.05,No,Yes,Fiber Optic,69,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.25,669,0,0,84.35,753.35,3,Churned,Yes,1,91,5267,Dissatisfaction,Network reliability,No
4806-HIPDW,Female,64,No,No,Yes,No,0,United States,California,Calimesa,92320,"33.982787, -117.057627",33.982787,-117.057627,"7,334",Q3,Yes,1,1,Offer E,Yes,21.65,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,68.95,68.95,0,0,21.65,90.6,2,Churned,Yes,1,75,5644,Dissatisfaction,Limited range of services,Yes
8443-ZRDBZ,Male,62,No,No,No,No,0,United States,California,Fontana,92336,"34.136367, -117.460803",34.136367,-117.460803,"54,586",Q3,No,0,4,,Yes,42.44,Yes,Yes,Fiber Optic,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.05,318.9,0,0,169.76,488.66,1,Churned,Yes,1,75,3685,Price,Long distance charges,No
9136-ALYBR,Male,44,No,No,No,No,0,United States,California,Fontana,92337,"34.049671, -117.468896",34.049671,-117.468896,"29,847",Q3,No,0,1,,No,0,No,Yes,Cable,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,24.45,24.45,0,0,0,24.45,3,Churned,Yes,1,65,2121,Price,Extra data charges,No
7479-NITWS,Male,35,No,No,No,No,0,United States,California,Green Valley Lake,92341,"34.244411, -117.072654",34.244411,-117.072654,317,Q3,No,0,7,,Yes,36.84,Yes,Yes,Fiber Optic,17,No,No,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,89.35,631.85,0,60,257.88,949.73,1,Churned,Yes,1,91,4154,Price,Price too high,No
2959-MJHIC,Male,60,No,No,Yes,No,0,United States,California,Hinkley,92347,"34.983808, -117.239306",34.983808,-117.239306,"1,933",Q3,Yes,3,4,,Yes,32.43,No,Yes,Fiber Optic,13,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.35,307.4,0,0,129.72,437.12,1,Churned,Yes,1,65,4167,Dissatisfaction,Product dissatisfaction,Yes
5960-WPXQM,Male,24,Yes,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,1,,Yes,31.34,No,Yes,Fiber Optic,52,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.05,79.05,0,0,31.34,110.39,1,Churned,Yes,1,80,3555,Competitor,Competitor made better offer,No
0684-AOSIH,Male,42,No,No,Yes,No,0,United States,California,Oro Grande,92368,"34.647959, -117.296957",34.647959,-117.296957,909,Q3,Yes,1,1,,Yes,12.04,No,Yes,Cable,5,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95,95,0,0,12.04,107.04,1,Churned,Yes,1,82,4489,Dissatisfaction,Network reliability,Yes
8260-NGFNY,Female,29,Yes,No,No,No,0,United States,California,Phelan,92371,"34.441123, -117.537886",34.441123,-117.537886,"12,463",Q3,No,0,1,,No,0,No,Yes,DSL,73,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Mailed Check,25.2,25.2,0,0,0,25.2,2,Churned,Yes,1,82,3196,Other,Don't know,No
1725-IQNIY,Male,34,No,No,Yes,No,0,United States,California,San Bernardino,92401,"34.105935, -117.2914",34.105935,-117.2914,"1,779",Q3,Yes,1,54,,Yes,42.09,No,Yes,Fiber Optic,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,109.75,6110.2,0,0,2272.86,8383.06,2,Churned,Yes,1,90,6274,Competitor,Competitor had better devices,Yes
6598-RFFVI,Male,56,No,No,No,No,0,United States,California,San Bernardino,92405,"34.142747, -117.300864",34.142747,-117.300864,"24,644",Q3,No,0,2,,Yes,15.79,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.3,28.3,0,0,31.58,59.88,3,Churned,Yes,1,94,2279,Price,Long distance charges,No
8614-VGMMV,Female,33,No,No,No,No,0,United States,California,Riverside,92503,"33.890046, -117.455583",33.890046,-117.455583,"71,678",Q3,No,0,15,,Yes,9.71,Yes,Yes,DSL,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.1,679.55,0,0,145.65,825.2,1,Churned,Yes,1,86,5209,Competitor,Competitor had better devices,No
2930-UOTMB,Female,29,Yes,No,No,No,0,United States,California,Riverside,92506,"33.930931, -117.361788",33.930931,-117.361788,"42,425",Q3,No,0,31,Offer C,Yes,31.14,Yes,Yes,Cable,52,Yes,No,Yes,Yes,No,No,No,No,Month-to-Month,No,Credit Card,65.25,1994.3,0,120,965.34,3079.64,1,Churned,Yes,1,68,4403,Competitor,Competitor offered higher download speeds,No
2533-QVMSK,Male,46,No,No,Yes,No,0,United States,California,March Air Reserve Base,92518,"33.888323, -117.277533",33.888323,-117.277533,"1,005",Q3,Yes,9,61,Offer B,Yes,26.94,Yes,Yes,Fiber Optic,11,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,94.1,5638.3,0,0,1643.34,7281.64,3,Churned,Yes,1,71,6295,Competitor,Competitor offered more data,Yes
8625-AZYZY,Male,51,No,No,Yes,No,0,United States,California,Anza,92539,"33.527605, -116.666551",33.527605,-116.666551,"3,745",Q3,Yes,2,24,Offer C,Yes,3,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.65,2542.45,0,0,72,2614.45,3,Churned,Yes,1,72,4734,Competitor,Competitor made better offer,Yes
9306-CPCBC,Female,44,No,No,No,No,0,United States,California,Moreno Valley,92555,"33.907361, -117.109972",33.907361,-117.109972,"12,743",Q3,No,0,3,,Yes,35.54,Yes,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.25,210.3,0,0,106.62,316.92,3,Churned,Yes,1,94,3207,Competitor,Competitor made better offer,No
2656-TABEH,Male,57,No,No,Yes,No,0,United States,California,Temecula,92591,"33.540604, -117.10909",33.540604,-117.10909,"25,655",Q3,Yes,1,4,,Yes,28.22,Yes,Yes,Fiber Optic,10,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.2,420.2,0,0,112.88,533.08,2,Churned,Yes,1,82,2650,Dissatisfaction,Service dissatisfaction,Yes
2325-ZUSFD,Female,46,No,No,Yes,No,0,United States,California,Irvine,92602,"33.720359, -117.733655",33.720359,-117.733655,"2,762",Q3,Yes,1,57,Offer B,Yes,36.65,No,Yes,DSL,7,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,70.1,3913.3,0,0,2089.05,6002.35,1,Churned,Yes,1,81,4669,Dissatisfaction,Network reliability,Yes
3932-CMDTD,Female,29,Yes,No,No,No,0,United States,California,Foothill Ranch,92610,"33.698728, -117.67768",33.698728,-117.67768,"10,936",Q3,No,0,4,,Yes,43.45,No,Yes,Fiber Optic,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.65,443.9,0,0,173.8,617.7,2,Churned,Yes,1,66,4663,Dissatisfaction,Limited range of services,No
3594-UVONA,Female,27,Yes,No,No,No,0,United States,California,Costa Mesa,92626,"33.678591, -117.905471",33.678591,-117.905471,"48,207",Q3,No,0,35,Offer C,Yes,8.8,Yes,Yes,Cable,46,Yes,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Credit Card,85.95,3110.1,0,0,308,3418.1,1,Churned,Yes,1,91,3833,Price,Extra data charges,No
0004-TLHLJ,Male,50,No,No,No,No,0,United States,California,Costa Mesa,92627,"33.645672, -117.922613",33.645672,-117.922613,"62,069",Q3,No,0,4,Offer E,Yes,33.65,No,Yes,Fiber Optic,30,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.9,280.85,0,0,134.6,415.45,1,Churned,Yes,1,71,4479,Competitor,Competitor had better devices,No
5089-IFSDP,Female,39,No,No,Yes,No,0,United States,California,Huntington Beach,92647,"33.723579, -118.005441",33.723579,-118.005441,"58,764",Q3,Yes,1,58,Offer B,Yes,27.99,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.45,6144.55,0,0,1623.42,7767.97,1,Churned,Yes,1,89,6424,Dissatisfaction,Product dissatisfaction,Yes
4817-VYYWS,Female,21,Yes,No,No,No,0,United States,California,Silverado,92676,"33.782346, -117.635263",33.782346,-117.635263,"1,859",Q3,No,0,30,Offer C,Yes,11.73,Yes,Yes,Fiber Optic,82,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.2,2983.8,0,0,351.9,3335.7,1,Churned,Yes,1,90,3598,Dissatisfaction,Service dissatisfaction,No
1396-QWFBJ,Female,32,No,No,Yes,No,0,United States,California,Rancho Santa Margarita,92688,"33.624654, -117.611733",33.624654,-117.611733,"42,193",Q3,Yes,1,21,,Yes,5.07,No,Yes,Fiber Optic,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.05,1565.7,0,0,106.47,1672.17,3,Churned,Yes,1,91,5630,Dissatisfaction,Lack of self-service on Website,Yes
5299-SJCZT,Male,57,No,No,No,No,0,United States,California,Ladera Ranch,92694,"33.569186, -117.640055",33.569186,-117.640055,350,Q3,No,0,3,Offer E,Yes,21.86,Yes,Yes,Fiber Optic,6,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.55,298.35,0,0,65.58,363.93,3,Churned,Yes,1,73,4480,Dissatisfaction,Network reliability,No
2898-LSJGD,Female,30,No,No,Yes,No,0,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,"62,634",Q3,Yes,1,21,,No,0,No,Yes,Cable,69,Yes,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,55.95,1157.05,0,10,0,1167.05,1,Churned,Yes,1,74,5531,Attitude,Attitude of service provider,Yes
7359-PTSXY,Male,36,No,No,No,No,0,United States,California,Tustin,92780,"33.735802, -117.818805",33.735802,-117.818805,"55,062",Q3,No,0,1,,Yes,24.24,No,Yes,DSL,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.75,45.75,0,0,24.24,69.99,1,Churned,Yes,1,90,3531,Attitude,Attitude of support person,No
4503-BDXBD,Male,41,No,No,No,No,0,United States,California,Anaheim,92808,"33.850452, -117.726668",33.850452,-117.726668,"19,629",Q3,No,0,11,,Yes,25.24,No,Yes,Fiber Optic,29,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.95,815.5,0,0,277.64,1093.14,1,Churned,Yes,1,76,4251,Attitude,Attitude of support person,No
6086-ESGRL,Female,53,No,No,No,No,0,United States,California,Brea,92821,"33.930199, -117.862898",33.930199,-117.862898,"34,055",Q3,No,0,1,Offer E,Yes,4.67,No,Yes,Fiber Optic,11,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,80.15,80.15,0,0,4.67,84.82,1,Churned,Yes,1,72,3947,Attitude,Attitude of support person,No
3886-CERTZ,Female,57,No,No,Yes,No,0,United States,California,Fullerton,92831,"33.879983, -117.895482",33.879983,-117.895482,"34,592",Q3,Yes,1,72,,Yes,31.13,Yes,Yes,Fiber Optic,11,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.25,8109.8,0,0,2241.36,10351.16,1,Churned,Yes,1,90,4261,Competitor,Competitor had better devices,Yes
5759-RCVCB,Female,20,Yes,No,No,No,0,United States,California,Orange,92869,"33.792791, -117.789749",33.792791,-117.789749,"37,916",Q3,No,0,3,Offer E,No,0,No,Yes,DSL,30,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,35.2,108.95,0,0,0,108.95,1,Churned,Yes,1,91,5450,Competitor,Competitor had better devices,No
6372-RFVNS,Female,55,No,No,Yes,No,0,United States,California,Placentia,92870,"33.881158, -117.854783",33.881158,-117.854783,"48,170",Q3,Yes,1,1,Offer E,Yes,28.04,No,Yes,Fiber Optic,30,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,78.8,78.8,0,0,28.04,106.84,3,Churned,Yes,1,87,5075,Attitude,Attitude of service provider,Yes
8938-UMKPI,Female,42,No,No,No,No,0,United States,California,Corona,92882,"33.819385, -117.600213",33.819385,-117.600213,"60,294",Q3,No,0,47,Offer B,Yes,35.97,Yes,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,106.4,5127.95,0,0,1690.59,6818.54,1,Churned,Yes,1,91,4804,Competitor,Competitor had better devices,No
0991-BRRFB,Male,31,No,No,No,No,0,United States,California,Corona,92883,"33.762351, -117.488725",33.762351,-117.488725,"13,188",Q3,No,0,18,,Yes,20.86,No,Yes,DSL,3,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.4,874.8,0,0,375.48,1250.28,1,Churned,Yes,1,75,4028,Other,Deceased,No
6319-IEJWJ,Male,63,No,No,Yes,No,0,United States,California,Camarillo,93012,"34.205504, -118.993111",34.205504,-118.993111,"24,945",Q3,Yes,1,20,,Yes,49.69,No,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.2,1776.55,0,0,993.8,2770.35,1,Churned,Yes,1,85,2058,Other,Moved,Yes
9025-AOMKI,Female,42,No,No,No,No,0,United States,California,Carpinteria,93013,"34.441398, -119.513163",34.441398,-119.513163,"17,409",Q3,No,0,6,Offer E,Yes,43.8,Yes,Yes,Fiber Optic,5,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.55,536.4,0,0,262.8,799.2,2,Churned,Yes,1,71,5617,Other,Moved,No
5275-SQEIZ,Male,64,No,No,No,No,0,United States,California,Ojai,93023,"34.581308, -118.931948",34.581308,-118.931948,"21,633",Q3,No,0,1,,Yes,14.91,No,Yes,Fiber Optic,21,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,80.85,80.85,0,0,14.91,95.76,1,Churned,Yes,1,77,3096,Competitor,Competitor had better devices,No
7716-YTYHG,Female,41,No,No,Yes,No,0,United States,California,Oxnard,93030,"34.223244, -119.18012",34.223244,-119.18012,"79,736",Q3,Yes,1,48,Offer B,Yes,23.95,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,Yes,One Year,Yes,Mailed Check,82.05,4029.95,0,0,1149.6,5179.55,2,Churned,Yes,1,93,3365,Competitor,Competitor offered higher download speeds,Yes
4390-KYULV,Male,41,No,No,Yes,No,0,United States,California,Piru,93040,"34.432843, -118.730106",34.432843,-118.730106,"1,459",Q3,Yes,1,3,Offer E,Yes,37.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.55,51.15,0,0,112.83,163.98,1,Churned,Yes,1,90,4115,Attitude,Attitude of support person,Yes
8945-GRKHX,Female,41,No,No,No,No,0,United States,California,Santa Barbara,93110,"34.437945, -119.77191",34.437945,-119.77191,"15,757",Q3,No,0,1,Offer E,Yes,46.09,No,Yes,Fiber Optic,10,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,78.65,78.65,0,0,46.09,124.74,1,Churned,Yes,1,81,2728,Competitor,Competitor had better devices,No
6959-UWKHF,Male,47,No,No,No,No,0,United States,California,Alpaugh,93201,"35.869626, -119.498771",35.869626,-119.498771,"1,054",Q3,No,0,1,Offer E,Yes,4.02,No,Yes,Cable,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,42.9,42.9,0,0,4.02,46.92,1,Churned,Yes,1,87,4895,Competitor,Competitor had better devices,No
3815-SLMEF,Female,26,Yes,No,No,No,0,United States,California,Avenal,93204,"35.916943, -120.129921",35.916943,-120.129921,"14,697",Q3,No,0,3,Offer E,No,0,No,Yes,Cable,52,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,34.25,139.35,0,0,0,139.35,1,Churned,Yes,1,88,2802,Competitor,Competitor offered higher download speeds,No
5154-VEKBL,Female,30,No,No,No,No,0,United States,California,Bodfish,93205,"35.523991, -118.400432",35.523991,-118.400432,"1,954",Q3,No,0,9,Offer E,No,0,No,Yes,Cable,48,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,58.5,539.85,0,0,0,539.85,1,Churned,Yes,1,95,3032,Competitor,Competitor offered higher download speeds,No
4587-VVTOX,Female,23,Yes,No,Yes,No,0,United States,California,Frazier Park,93222,"34.907911, -119.234281",34.907911,-119.234281,"1,526",Q3,Yes,1,6,Offer E,Yes,27.44,Yes,Yes,Fiber Optic,58,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.3,545.2,0,0,164.64,709.84,1,Churned,Yes,1,90,4163,Competitor,Competitor offered more data,Yes
4652-NNHNY,Male,32,No,No,Yes,No,0,United States,California,Fellows,93224,"35.215731, -119.57013",35.215731,-119.57013,626,Q3,Yes,1,16,,Yes,17.96,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.85,1284.2,0,0,287.36,1571.56,1,Churned,Yes,1,77,3226,Other,Don't know,Yes
8515-OCTJS,Female,61,No,No,No,No,0,United States,California,Lemoore,93245,"36.303666, -119.825657",36.303666,-119.825657,"30,419",Q3,No,0,25,Offer C,Yes,19.75,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.75,692.1,0,0,493.75,1185.85,3,Churned,Yes,1,94,4931,Competitor,Competitor made better offer,No
5261-QSHQM,Female,31,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,4,Offer E,No,0,No,Yes,DSL,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.45,86.6,0,0,0,86.6,1,Churned,Yes,1,70,4909,Competitor,Competitor made better offer,No
8868-WOZGU,Male,33,No,No,No,No,0,United States,California,Porterville,93257,"36.008958, -118.891593",36.008958,-118.891593,"65,566",Q3,No,0,28,Offer C,Yes,30.48,Yes,Yes,Fiber Optic,13,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,105.7,2979.5,0,80,853.44,3912.94,3,Churned,Yes,1,72,2464,Dissatisfaction,Service dissatisfaction,No
1334-FJSVR,Male,64,No,No,No,No,0,United States,California,Sequoia National Park,93262,"36.527243, -118.594938",36.527243,-118.594938,56,Q3,No,0,1,Offer E,No,0,No,Yes,DSL,7,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.25,24.25,0,0,0,24.25,1,Churned,Yes,1,85,2846,Dissatisfaction,Lack of self-service on Website,No
7625-XCQRH,Female,48,No,No,No,No,0,United States,California,Strathmore,93267,"36.141319, -119.129075",36.141319,-119.129075,"5,689",Q3,No,0,11,,Yes,15.6,Yes,Yes,Fiber Optic,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.5,837.95,0,0,171.6,1009.55,3,Churned,Yes,1,76,2291,Dissatisfaction,Network reliability,No
1731-TVIUK,Female,47,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,4,Offer E,Yes,7.39,Yes,Yes,Fiber Optic,4,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.5,362.2,0,0,29.56,391.76,2,Churned,Yes,1,73,4554,Competitor,Competitor made better offer,No
0618-XWMSS,Male,60,No,No,No,No,0,United States,California,Wasco,93280,"35.652242, -119.4464",35.652242,-119.4464,"22,760",Q3,No,0,28,Offer C,Yes,44.28,No,Yes,Fiber Optic,5,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,2068.55,0,0,1239.84,3308.39,1,Churned,Yes,1,91,5392,Price,Long distance charges,No
2565-JSLRY,Male,21,Yes,No,No,No,0,United States,California,Bakersfield,93306,"35.449881, -118.841442",35.449881,-118.841442,"53,481",Q3,No,0,1,,Yes,20.26,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,24.05,24.05,0,0,20.26,44.31,2,Churned,Yes,1,67,3162,Price,Price too high,No
6689-KXGBO,Female,36,No,No,No,No,0,United States,California,San Luis Obispo,93401,"35.233745, -120.626442",35.233745,-120.626442,"27,047",Q3,No,0,1,,Yes,30.96,No,Yes,DSL,5,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.55,50.55,0,0,30.96,81.51,1,Churned,Yes,1,87,3420,Dissatisfaction,Product dissatisfaction,No
6615-NGGZJ,Male,56,No,No,No,No,0,United States,California,Buellton,93427,"34.631362, -120.238218",34.631362,-120.238218,"4,644",Q3,No,0,14,,Yes,36.97,Yes,Yes,Fiber Optic,27,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.55,1415.55,0,0,517.58,1933.13,2,Churned,Yes,1,72,5224,Dissatisfaction,Service dissatisfaction,No
4255-DDUOU,Female,47,No,No,Yes,Yes,3,United States,California,Casmalia,93429,"34.866032, -120.536546",34.866032,-120.536546,210,Q3,No,0,1,,Yes,34.57,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.5,20.5,0,0,34.57,55.07,1,Churned,Yes,1,76,2398,Price,Long distance charges,Yes
2984-MIIZL,Male,51,No,No,No,No,0,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,"5,726",Q3,No,0,4,,Yes,7.26,No,Yes,Fiber Optic,29,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.8,321.9,0,0,29.04,350.94,1,Churned,Yes,1,71,5882,Dissatisfaction,Network reliability,No
5590-YRFJT,Female,44,No,No,Yes,No,0,United States,California,Lompoc,93437,"34.757477, -120.550507",34.757477,-120.550507,"6,165",Q3,Yes,1,20,,No,0,No,Yes,DSL,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.45,482.8,0,0,0,482.8,3,Churned,Yes,1,94,3298,Other,Don't know,Yes
3677-TNKIO,Female,27,Yes,No,No,No,0,United States,California,Templeton,93465,"35.536115, -120.739231",35.536115,-120.739231,"7,918",Q3,No,0,14,,Yes,36.25,No,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,71,914,0,0,507.5,1421.5,1,Churned,Yes,1,95,3228,Other,Don't know,No
3329-WDIOK,Female,56,No,No,No,No,0,United States,California,Edwards,93523,"34.966777, -117.961179",34.966777,-117.961179,"7,685",Q3,No,0,3,,No,0,No,Yes,Cable,25,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.6,155.35,0,0,0,155.35,1,Churned,Yes,1,83,4800,Dissatisfaction,Poor expertise of online support,No
2873-ZLIWT,Female,64,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,1,40,Offer B,Yes,2.03,Yes,Yes,Fiber Optic,19,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.85,3303.05,0,0,81.2,3384.25,2,Churned,Yes,1,91,5764,Competitor,Competitor made better offer,Yes
3415-TAILE,Female,21,Yes,No,Yes,Yes,2,United States,California,Johannesburg,93528,"35.363339, -117.637641",35.363339,-117.637641,207,Q3,Yes,1,2,,Yes,27.27,No,Yes,DSL,51,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,65.7,134.35,0,0,54.54,188.89,1,Churned,Yes,1,96,4265,Competitor,Competitor had better devices,Yes
1915-IOFGU,Female,53,No,No,No,No,0,United States,California,Keene,93531,"35.214982, -118.59049",35.214982,-118.59049,"1,436",Q3,No,0,1,,Yes,41.39,No,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.5,70.5,0,0,41.39,111.89,2,Churned,Yes,1,90,4123,Competitor,Competitor offered higher download speeds,No
3045-XETSH,Female,34,No,No,No,No,0,United States,California,Lake Hughes,93532,"34.659579, -118.584212",34.659579,-118.584212,"2,771",Q3,No,0,10,,Yes,43.26,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.85,953.45,0,0,432.6,1386.05,3,Churned,Yes,1,90,3074,Competitor,Competitor offered more data,No
7239-HZZCX,Male,21,Yes,No,No,No,0,United States,California,Lancaster,93535,"34.712708, -117.889656",34.712708,-117.889656,"57,794",Q3,No,0,1,,Yes,29.33,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,19.75,0,0,29.33,49.08,3,Churned,Yes,1,91,4851,Competitor,Competitor made better offer,No
7683-CBDKJ,Male,42,No,No,Yes,Yes,1,United States,California,Palmdale,93550,"34.536232, -118.082935",34.536232,-118.082935,"67,232",Q3,Yes,1,14,,Yes,45.6,No,Yes,Cable,19,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,65.45,937.6,0,0,638.4,1576,1,Churned,Yes,1,90,2881,Competitor,Competitor had better devices,Yes
0628-CNQRM,Male,49,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,1,22,,Yes,19.8,No,Yes,Cable,17,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,67.5,1544.05,0,0,435.6,1979.65,1,Churned,Yes,1,76,3378,Other,Don't know,Yes
7665-TOALD,Female,25,Yes,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,1,,Yes,14.19,No,Yes,Fiber Optic,59,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.6,69.6,0,0,14.19,83.79,1,Churned,Yes,1,79,2412,Competitor,Competitor made better offer,No
0112-QWPNC,Male,61,No,No,Yes,No,0,United States,California,Valyermo,93563,"34.39583, -117.734568",34.39583,-117.734568,413,Q3,Yes,1,49,Offer B,Yes,39.55,Yes,Yes,Cable,10,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,84.35,4059.35,0,0,1937.95,5997.3,2,Churned,Yes,1,73,6452,Competitor,Competitor offered higher download speeds,Yes
2777-PHDEI,Female,20,Yes,No,No,No,0,United States,California,Ahwahnee,93601,"37.375816, -119.739935",37.375816,-119.739935,"1,968",Q3,No,0,1,,Yes,29.41,No,Yes,Fiber Optic,59,No,No,No,No,Yes,No,Yes,No,Month-to-Month,No,Bank Withdrawal,78.05,78.05,0,10,29.41,117.46,1,Churned,Yes,1,91,3458,Competitor,Competitor offered more data,No
1196-AMORA,Male,63,No,No,No,No,0,United States,California,Big Creek,93605,"37.17277, -119.2997",37.17277,-119.2997,273,Q3,No,0,7,,Yes,38.07,Yes,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,73.6,520,0,0,266.49,786.49,1,Churned,Yes,1,87,2679,Competitor,Competitor offered more data,No
4282-YMKNA,Female,55,No,No,No,No,0,United States,California,Biola,93606,"36.798882, -120.019511",36.798882,-120.019511,807,Q3,No,0,9,Offer E,Yes,16.48,Yes,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.75,706.6,0,0,148.32,854.92,2,Churned,Yes,1,82,5003,Competitor,Competitor made better offer,No
5356-RHIPP,Male,38,No,No,No,No,0,United States,California,Dinuba,93618,"36.523619, -119.386868",36.523619,-119.386868,"24,206",Q3,No,0,1,Offer E,Yes,45.49,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.2,20.2,0,0,45.49,65.69,1,Churned,Yes,1,81,5355,Competitor,Competitor made better offer,No
0746-JTRFU,Male,22,Yes,No,No,No,0,United States,California,Kingsburg,93631,"36.478239, -119.52137",36.478239,-119.52137,"14,088",Q3,No,0,2,Offer E,No,0,No,Yes,Cable,73,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,25.05,56.35,0,0,0,56.35,1,Churned,Yes,1,77,4810,Dissatisfaction,Product dissatisfaction,No
4628-CTTLA,Male,23,Yes,No,No,No,0,United States,California,Sanger,93657,"36.819628, -119.440414",36.819628,-119.440414,"28,991",Q3,No,0,57,Offer B,No,0,No,Yes,DSL,59,No,Yes,No,No,Yes,No,Yes,No,Month-to-Month,Yes,Bank Withdrawal,39.3,2111.45,0,80,0,2191.45,1,Churned,Yes,1,66,4917,Dissatisfaction,Lack of self-service on Website,No
2876-VBBBL,Female,64,No,No,No,No,0,United States,California,Shaver Lake,93664,"37.223, -119.001021",37.223,-119.001021,642,Q3,No,0,1,Offer E,Yes,10.71,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.25,20.25,0,0,10.71,30.96,2,Churned,Yes,1,85,2783,Attitude,Attitude of support person,No
6834-NXDCA,Female,30,No,No,No,No,0,United States,California,South Dos Palos,93665,"36.959731, -120.653519",36.959731,-120.653519,343,Q3,No,0,13,,No,0,No,Yes,DSL,53,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,23.9,300.8,0,0,0,300.8,3,Churned,Yes,1,82,2967,Dissatisfaction,Limited range of services,No
5597-GLBUC,Female,48,No,No,No,No,0,United States,California,Squaw Valley,93675,"36.719141, -119.202677",36.719141,-119.202677,"3,146",Q3,No,0,1,Offer E,Yes,22.97,No,Yes,Fiber Optic,23,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.45,85.45,0,0,22.97,108.42,2,Churned,Yes,1,95,4931,Price,Lack of affordable download/upload speed,No
2748-MYRVK,Female,22,Yes,No,No,No,0,United States,California,Fresno,93702,"36.739385, -119.753649",36.739385,-119.753649,"47,999",Q3,No,0,63,Offer B,Yes,8.38,Yes,Yes,Fiber Optic,59,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,99.9,6137,0,0,527.94,6664.94,3,Churned,Yes,1,71,4776,Price,Long distance charges,No
4822-YCXMX,Male,64,No,No,No,No,0,United States,California,Fresno,93705,"36.78724, -119.827813",36.78724,-119.827813,"35,451",Q3,No,0,25,Offer C,Yes,8.31,Yes,Yes,Fiber Optic,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.8,2043.45,0,0,207.75,2251.2,1,Churned,Yes,1,70,4203,Price,Extra data charges,No
9821-POOTN,Male,48,No,No,Yes,No,0,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,Yes,1,35,Offer C,Yes,48.47,Yes,Yes,Fiber Optic,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.2,2576.2,0,0,1696.45,4272.65,2,Churned,Yes,1,94,4639,Price,Price too high,Yes
6559-ILWKJ,Male,44,No,No,Yes,No,0,United States,California,Fresno,93722,"36.78979, -119.929894",36.78979,-119.929894,"60,889",Q3,Yes,1,71,,No,0,No,Yes,Cable,25,No,Yes,No,No,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,49.35,3515.25,0,100,0,3615.25,1,Churned,Yes,1,95,4879,Dissatisfaction,Product dissatisfaction,Yes
4229-CZMLL,Male,49,No,No,No,No,0,United States,California,Salinas,93901,"36.64152, -121.622188",36.64152,-121.622188,"35,739",Q3,No,0,6,,Yes,6.32,Yes,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,469.8,0,0,37.92,507.72,1,Churned,Yes,1,87,4160,Dissatisfaction,Service dissatisfaction,No
3663-MITLP,Female,43,No,No,No,No,0,United States,California,Marina,93933,"36.689582, -121.758398",36.689582,-121.758398,"21,759",Q3,No,0,15,,Yes,16.82,No,Yes,Fiber Optic,26,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.25,1457.25,0,0,252.3,1709.55,3,Churned,Yes,1,85,3968,Dissatisfaction,Lack of self-service on Website,No
9025-ZRPVR,Male,59,No,No,No,No,0,United States,California,Pacific Grove,93950,"36.618337, -121.926417",36.618337,-121.926417,"15,449",Q3,No,0,9,Offer E,Yes,49.74,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,18.95,185.6,0,0,447.66,633.26,3,Churned,Yes,1,78,5403,Attitude,Attitude of support person,No
3285-UCQVC,Female,31,No,No,No,No,0,United States,California,Seaside,93955,"36.625114, -121.823565",36.625114,-121.823565,"38,244",Q3,No,0,37,,No,0,No,Yes,DSL,10,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,28.6,973.55,0,0,0,973.55,2,Churned,Yes,1,82,4429,Other,Don't know,No
3737-GCSPV,Female,60,No,No,Yes,No,0,United States,California,Millbrae,94030,"37.601248, -122.403099",37.601248,-122.403099,"20,350",Q3,Yes,5,11,,Yes,26.88,Yes,Yes,Fiber Optic,19,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,96.2,1222.05,0,0,295.68,1517.73,1,Churned,Yes,1,92,3101,Competitor,Competitor had better devices,Yes
4088-YLDSU,Male,21,Yes,No,Yes,No,0,United States,California,Redwood City,94062,"37.410567, -122.297152",37.410567,-122.297152,"25,569",Q3,Yes,1,55,Offer B,Yes,10.61,Yes,Yes,Fiber Optic,76,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.15,5743.05,0,0,583.55,6326.6,1,Churned,Yes,1,86,4369,Competitor,Competitor had better devices,Yes
5797-APWZC,Female,41,No,No,No,No,0,United States,California,San Francisco,94105,"37.789168, -122.395009",37.789168,-122.395009,"2,066",Q3,No,0,1,Offer E,Yes,31.68,No,Yes,Fiber Optic,22,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,90.6,90.6,0,0,31.68,122.28,1,Churned,Yes,1,92,2540,Competitor,Competitor offered higher download speeds,No
3683-QKIUE,Female,51,No,No,No,No,0,United States,California,San Francisco,94107,"37.768881, -122.395521",37.768881,-122.395521,"17,372",Q3,No,0,6,Offer E,Yes,21.91,No,Yes,DSL,12,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.8,288.05,0,0,131.46,419.51,2,Churned,Yes,1,88,4713,Competitor,Competitor offered higher download speeds,No
4228-ZGYUW,Male,42,No,No,No,No,0,United States,California,San Francisco,94108,"37.791998, -122.408653",37.791998,-122.408653,"13,723",Q3,No,0,4,Offer E,Yes,12.24,Yes,Yes,Fiber Optic,11,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,90.05,368.1,0,30,48.96,447.06,3,Churned,Yes,1,91,3212,Competitor,Competitor offered more data,No
3519-ZKXGG,Female,61,No,No,Yes,No,0,United States,California,San Francisco,94123,"37.800254, -122.436975",37.800254,-122.436975,"22,920",Q3,Yes,1,3,Offer E,Yes,44.34,Yes,Yes,Fiber Optic,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.85,256.6,0,0,133.02,389.62,2,Churned,Yes,1,79,4062,Competitor,Competitor offered more data,Yes
6416-TVAIH,Male,39,No,No,Yes,No,0,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,"20,643",Q3,Yes,1,1,Offer E,Yes,30.62,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,68.5,68.5,0,0,30.62,99.12,3,Churned,Yes,1,89,5753,Competitor,Competitor offered more data,Yes
5108-ADXWO,Male,30,No,No,No,No,0,United States,California,San Francisco,94130,"37.820894, -122.369725",37.820894,-122.369725,"1,458",Q3,No,0,11,,Yes,38.88,No,Yes,Fiber Optic,30,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.5,791.75,0,0,427.68,1219.43,1,Churned,Yes,1,75,4509,Competitor,Competitor made better offer,No
3066-RRJIO,Female,29,Yes,No,No,No,0,United States,California,San Francisco,94132,"37.722302, -122.491129",37.722302,-122.491129,"26,297",Q3,No,0,1,Offer E,Yes,13.04,No,Yes,Fiber Optic,46,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.95,69.95,0,0,13.04,82.99,3,Churned,Yes,1,65,5341,Competitor,Competitor made better offer,No
6715-OFDBP,Male,52,No,No,No,No,0,United States,California,Palo Alto,94304,"37.386978, -122.177746",37.386978,-122.177746,"1,723",Q3,No,0,5,,Yes,14.26,No,Yes,DSL,26,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,70.05,346.4,0,0,71.3,417.7,1,Churned,Yes,1,84,4944,Price,Price too high,No
1567-DSCIC,Male,59,No,No,No,No,0,United States,California,San Mateo,94401,"37.590421, -122.306467",37.590421,-122.306467,"32,488",Q3,No,0,8,,Yes,23.89,Yes,Yes,Fiber Optic,14,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94,773.65,0,0,191.12,964.77,1,Churned,Yes,1,71,2632,Dissatisfaction,Product dissatisfaction,No
2150-UWTFY,Female,21,Yes,No,Yes,Yes,3,United States,California,San Mateo,94402,"37.556634, -122.317723",37.556634,-122.317723,"23,393",Q3,Yes,1,22,Offer D,Yes,42.98,No,Yes,DSL,30,Yes,Yes,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,61.15,1422.05,0,80,945.56,2447.61,1,Churned,Yes,1,87,4626,Dissatisfaction,Service dissatisfaction,Yes
2683-BPJSO,Male,37,No,No,Yes,No,0,United States,California,Byron,94514,"37.83323, -121.601461",37.83323,-121.601461,"10,153",Q3,No,0,29,,Yes,28.37,Yes,Yes,Fiber Optic,12,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.45,2467.1,0,0,822.73,3289.83,1,Churned,Yes,1,91,2651,Dissatisfaction,Lack of self-service on Website,Yes
2157-MXBJS,Male,20,Yes,No,Yes,No,0,United States,California,Calistoga,94515,"38.629618, -122.593216",38.629618,-122.593216,"7,384",Q3,Yes,1,13,Offer D,Yes,41.22,Yes,Yes,Cable,82,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,75.3,989.45,0,0,535.86,1525.31,3,Churned,Yes,1,89,4800,Dissatisfaction,Network reliability,Yes
1087-UDSIH,Female,38,No,No,No,No,0,United States,California,Concord,94520,"38.013825, -122.039144",38.013825,-122.039144,"36,186",Q3,No,0,3,Offer E,Yes,13.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.6,59.75,0,0,39.84,99.59,3,Churned,Yes,1,81,5000,Attitude,Attitude of support person,No
5445-PZWGX,Male,63,No,No,No,No,0,United States,California,Travis Afb,94535,"38.265899, -121.939461",38.265899,-121.939461,"9,978",Q3,No,0,62,Offer B,Yes,8.08,Yes,Yes,Fiber Optic,21,Yes,Yes,No,Yes,No,Yes,Yes,No,One Year,No,Bank Withdrawal,102,6529.25,0,110,500.96,7140.21,1,Churned,Yes,1,87,5090,Price,Price too high,No
9170-CCKOU,Male,62,No,No,Yes,No,0,United States,California,Fremont,94539,"37.516791, -121.899117",37.516791,-121.899117,"46,917",Q3,Yes,1,17,Offer D,Yes,12.06,Yes,Yes,Fiber Optic,9,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,90.2,1454.15,0,0,205.02,1659.17,1,Churned,Yes,1,91,2026,Dissatisfaction,Product dissatisfaction,Yes
1043-YCUTE,Male,19,Yes,No,Yes,No,0,United States,California,Hayward,94544,"37.639215, -122.037554",37.639215,-122.037554,"72,993",Q3,Yes,1,56,Offer B,Yes,13.2,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.15,1327.15,0,0,739.2,2066.35,3,Churned,Yes,1,79,6484,Dissatisfaction,Service dissatisfaction,Yes
3814-MLAXC,Female,58,No,No,No,No,0,United States,California,Hayward,94545,"37.62984, -122.120843",37.62984,-122.120843,"27,311",Q3,No,0,31,,Yes,16.63,Yes,Yes,Fiber Optic,12,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.85,2404.15,0,0,515.53,2919.68,1,Churned,Yes,1,67,2554,Dissatisfaction,Lack of self-service on Website,No
1226-UDFZR,Female,26,Yes,No,No,No,0,United States,California,Lafayette,94549,"37.907777, -122.127161",37.907777,-122.127161,"23,996",Q3,No,0,2,Offer E,Yes,21.28,No,Yes,Cable,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.6,114.7,0,0,42.56,157.26,1,Churned,Yes,1,78,3599,Dissatisfaction,Network reliability,No
5442-UTCVD,Male,53,No,No,No,No,0,United States,California,Pittsburg,94565,"38.006047, -121.916834",38.006047,-121.916834,"78,816",Q3,No,0,3,,Yes,43.72,Yes,Yes,Fiber Optic,21,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,91.85,257.05,0,0,131.16,388.21,1,Churned,Yes,1,91,2704,Attitude,Attitude of service provider,No
7734-DBOAI,Female,42,No,No,Yes,Yes,2,United States,California,Pope Valley,94567,"38.672708, -122.403219",38.672708,-122.403219,494,Q3,Yes,1,1,,No,0,No,Yes,DSL,12,No,No,No,Yes,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,40.1,40.1,0,10,0,50.1,1,Churned,Yes,1,93,5434,Attitude,Attitude of support person,Yes
2114-MGINA,Female,57,No,No,No,No,0,United States,California,Rio Vista,94571,"38.148862, -121.737696",38.148862,-121.737696,"5,246",Q3,No,0,14,Offer D,Yes,10.3,No,Yes,Fiber Optic,29,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,89.8,1129.1,0,0,144.2,1273.3,1,Churned,Yes,1,81,4107,Attitude,Attitude of support person,No
4489-SNOJF,Female,28,Yes,No,Yes,Yes,2,United States,California,Deer Park,94576,"38.554383, -122.474773",38.554383,-122.474773,223,Q3,Yes,1,35,,Yes,25.27,Yes,Yes,DSL,82,Yes,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,72.25,2568.55,0,0,884.45,3453,1,Churned,Yes,1,83,5898,Other,Don't know,Yes
2187-LZGPL,Female,36,No,No,No,No,0,United States,California,Walnut Creek,94596,"37.900662, -122.052782",37.900662,-122.052782,"40,917",Q3,No,0,7,,No,0,No,Yes,DSL,19,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,40.1,293.3,0,0,0,293.3,2,Churned,Yes,1,68,4414,Attitude,Attitude of service provider,No
9019-QVLZD,Female,58,No,No,No,No,0,United States,California,Oakland,94602,"37.803883, -122.208417",37.803883,-122.208417,"28,900",Q3,No,0,1,,Yes,32.13,No,Yes,Fiber Optic,15,No,No,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,79.55,79.55,0,10,32.13,121.68,2,Churned,Yes,1,81,5082,Competitor,Competitor made better offer,No
3707-LRWZD,Female,44,No,No,No,No,0,United States,California,Oakland,94611,"37.828416, -122.216005",37.828416,-122.216005,"36,517",Q3,No,0,32,,Yes,40.26,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,84.05,2781.85,0,0,1288.32,4070.17,2,Churned,Yes,1,68,3553,Other,Moved,No
1455-ESIQH,Male,44,No,No,No,No,0,United States,California,Oakland,94619,"37.787186, -122.14633",37.787186,-122.14633,"24,518",Q3,No,0,1,,Yes,16.06,No,Yes,Fiber Optic,3,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.1,89.1,0,0,16.06,105.16,2,Churned,Yes,1,79,2905,Other,Moved,No
2979-SXESE,Female,57,No,No,Yes,No,0,United States,California,Berkeley,94703,"37.863843, -122.275684",37.863843,-122.275684,"19,763",Q3,Yes,1,17,Offer D,Yes,25.79,Yes,Yes,Cable,12,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,94.4,1607.2,0,0,438.43,2045.63,1,Churned,Yes,1,66,4103,Other,Moved,Yes
4013-TLDHQ,Male,59,No,No,No,No,0,United States,California,Berkeley,94704,"37.871416, -122.246597",37.871416,-122.246597,"21,205",Q3,No,0,19,Offer D,Yes,20.26,No,Yes,Fiber Optic,25,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.25,1490.95,0,0,384.94,1875.89,1,Churned,Yes,1,72,3666,Competitor,Competitor had better devices,No
6121-VZNQB,Female,35,No,No,No,No,0,United States,California,Bolinas,94924,"37.943087, -122.72379",37.943087,-122.72379,"1,573",Q3,No,0,1,,Yes,34.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.1,19.1,0,0,34.79,53.89,2,Churned,Yes,1,84,5890,Competitor,Competitor made better offer,No
6996-KNSML,Female,26,Yes,No,No,No,0,United States,California,Cotati,94931,"38.326215, -122.718742",38.326215,-122.718742,"7,936",Q3,No,0,1,,Yes,35.25,No,Yes,Fiber Optic,30,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,74.9,0,0,35.25,110.15,1,Churned,Yes,1,73,5919,Competitor,Competitor had better devices,No
2592-SEIFQ,Male,36,No,No,No,No,0,United States,California,San Anselmo,94960,"37.99272, -122.575026",37.99272,-122.575026,"16,849",Q3,No,0,3,,No,0,No,Yes,DSL,18,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,24.75,66.95,0,0,0,66.95,2,Churned,Yes,1,69,3503,Competitor,Competitor offered higher download speeds,No
8642-GVWRF,Female,25,Yes,No,Yes,No,0,United States,California,Capitola,95010,"36.977025, -121.952864",36.977025,-121.952864,"9,673",Q3,Yes,1,2,,Yes,28.86,No,Yes,Fiber Optic,26,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.7,165,0,0,57.72,222.72,1,Churned,Yes,1,65,3039,Competitor,Competitor had better devices,Yes
3400-ESFUW,Male,28,Yes,No,Yes,No,0,United States,California,Cupertino,95014,"37.306612, -122.080621",37.306612,-122.080621,"54,431",Q3,Yes,1,55,Offer B,Yes,8.8,No,Yes,DSL,48,Yes,Yes,No,Yes,No,No,No,No,Two Year,No,Bank Withdrawal,57.55,3046.4,0,60,484,3590.4,1,Churned,Yes,1,69,5463,Competitor,Competitor offered more data,Yes
2057-ZBLPD,Female,50,No,No,Yes,No,0,United States,California,Los Gatos,95032,"37.233034, -121.947427",37.233034,-121.947427,"24,443",Q3,Yes,3,21,Offer D,Yes,42.22,Yes,Yes,Fiber Optic,29,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86.5,1808.7,0,0,886.62,2695.32,3,Churned,Yes,1,72,2036,Competitor,Competitor offered more data,Yes
5502-RLUYV,Female,42,No,No,Yes,No,0,United States,California,Milpitas,95035,"37.441931, -121.878502",37.441931,-121.878502,"62,848",Q3,Yes,1,69,,Yes,37.2,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.95,7446.9,0,0,2566.8,10013.7,2,Churned,Yes,1,86,4283,Competitor,Competitor made better offer,Yes
9039-RBEEE,Male,27,Yes,No,No,No,0,United States,California,Santa Clara,95050,"37.351214, -121.952417",37.351214,-121.952417,"36,349",Q3,No,0,39,,No,0,No,Yes,Cable,48,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,48.95,1880.85,0,0,0,1880.85,1,Churned,Yes,1,80,3080,Price,Price too high,No
8417-FMLZI,Male,47,No,No,Yes,No,0,United States,California,Santa Cruz,95060,"36.993451, -122.098858",36.993451,-122.098858,"43,192",Q3,Yes,1,6,,Yes,26.91,No,Yes,Fiber Optic,6,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,83.55,477.55,0,0,161.46,639.01,1,Churned,Yes,1,91,4242,Dissatisfaction,Product dissatisfaction,Yes
0515-YPMCW,Male,42,No,No,No,No,0,United States,California,San Jose,95116,"37.350284, -121.852855",37.350284,-121.852855,"51,706",Q3,No,0,1,,Yes,42.87,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,70.45,70.45,0,10,42.87,123.32,1,Churned,Yes,1,90,3525,Competitor,Competitor had better devices,No
0378-XSZPU,Male,31,No,No,Yes,No,0,United States,California,San Jose,95117,"37.311088, -121.961786",37.311088,-121.961786,"29,914",Q3,Yes,1,58,Offer B,Yes,17.22,No,Yes,Cable,21,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Credit Card,60.3,3563.8,0,0,998.76,4562.56,2,Churned,Yes,1,88,4026,Dissatisfaction,Network reliability,Yes
4729-XKASR,Male,56,No,No,No,Yes,3,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,"59,632",Q3,No,0,1,,No,0,No,Yes,DSL,57,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,24.75,24.75,0,0,0,24.75,1,Churned,Yes,1,96,3001,Competitor,Competitor had better devices,No
5449-FIBXJ,Male,34,No,No,Yes,No,0,United States,California,San Jose,95127,"37.375156, -121.795867",37.375156,-121.795867,"60,620",Q3,Yes,1,19,Offer D,Yes,28.04,Yes,Yes,Fiber Optic,22,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,103.3,2012.7,0,0,532.76,2545.46,3,Churned,Yes,1,67,2349,Price,Lack of affordable download/upload speed,Yes
9837-BMCLM,Male,39,No,No,No,No,0,United States,California,Stockton,95202,"37.959706, -121.287669",37.959706,-121.287669,"7,071",Q3,No,0,3,,Yes,31.88,No,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.5,242.05,0,0,95.64,337.69,2,Churned,Yes,1,71,3567,Price,Long distance charges,No
0137-UDEUO,Female,24,Yes,No,No,No,0,United States,California,Stockton,95204,"37.974498, -121.319568",37.974498,-121.319568,"30,476",Q3,No,0,3,Offer E,Yes,25.75,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,63.75,0,0,77.25,141,1,Churned,Yes,1,95,3398,Price,Long distance charges,No
4925-LMHOK,Male,29,Yes,No,No,No,0,United States,California,Stockton,95212,"38.049457, -121.21653",38.049457,-121.21653,"6,951",Q3,No,0,15,Offer D,Yes,14.79,Yes,Yes,DSL,59,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,58.6,939.7,0,0,221.85,1161.55,2,Churned,Yes,1,90,2003,Dissatisfaction,Service dissatisfaction,No
1455-UGQVH,Male,35,No,No,Yes,No,0,United States,California,Acampo,95220,"38.200231, -121.235034",38.200231,-121.235034,"6,317",Q3,Yes,1,10,Offer D,Yes,1.09,Yes,Yes,Fiber Optic,18,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.5,1037.75,0,0,10.9,1048.65,2,Churned,Yes,1,91,4501,Dissatisfaction,Lack of self-service on Website,Yes
8280-MQRQN,Female,39,No,No,No,No,0,United States,California,Arnold,95223,"38.32153, -120.236358",38.32153,-120.236358,"5,159",Q3,No,0,1,Offer E,Yes,23.7,No,Yes,Cable,17,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,50.45,50.45,0,0,23.7,74.15,3,Churned,Yes,1,69,2806,Dissatisfaction,Network reliability,No
2037-SGXHH,Male,25,Yes,No,Yes,No,0,United States,California,Campo Seco,95226,"38.233879, -120.861666",38.233879,-120.861666,75,Q3,Yes,1,38,,Yes,49.7,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.65,3624.3,0,0,1888.6,5512.9,2,Churned,Yes,1,71,3498,Other,Don't know,Yes
3178-FESZO,Female,45,No,No,No,No,0,United States,California,Clements,95227,"38.227285, -121.02789",38.227285,-121.02789,722,Q3,No,0,1,Offer E,Yes,20.23,Yes,Yes,Fiber Optic,17,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,100.25,100.25,0,0,20.23,120.48,1,Churned,Yes,1,91,5797,Other,Don't know,No
6087-MVHJH,Female,44,No,No,No,No,0,United States,California,French Camp,95231,"37.873283, -121.292034",37.873283,-121.292034,"5,094",Q3,No,0,16,Offer D,Yes,17.8,Yes,Yes,Fiber Optic,5,No,No,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,88.45,1422.1,0,140,284.8,1846.9,2,Churned,Yes,1,88,5186,Other,Don't know,No
4603-JANFB,Male,51,No,No,No,No,0,United States,California,Glencoe,95232,"38.358464, -120.579304",38.358464,-120.579304,21,Q3,No,0,1,Offer E,Yes,12.13,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.85,69.85,0,0,12.13,81.98,1,Churned,Yes,1,90,4548,Competitor,Competitor had better devices,No
3018-TFTSU,Male,44,No,No,No,No,0,United States,California,Hathaway Pines,95233,"38.184914, -120.364085",38.184914,-120.364085,335,Q3,No,0,12,Offer D,Yes,18.38,No,Yes,Fiber Optic,3,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,81.7,858.6,0,0,220.56,1079.16,1,Churned,Yes,1,76,2850,Dissatisfaction,Poor expertise of phone support,No
4806-KEXQR,Male,27,Yes,No,No,No,0,United States,California,Lockeford,95237,"38.166791, -121.14207",38.166791,-121.14207,"3,205",Q3,No,0,4,Offer E,Yes,43.06,No,Yes,Fiber Optic,46,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.9,324.3,0,0,172.24,496.54,1,Churned,Yes,1,77,4669,Competitor,Competitor had better devices,No
7083-YNSKY,Female,22,Yes,No,No,No,0,United States,California,Lodi,95242,"38.128087, -121.4078",38.128087,-121.4078,"22,073",Q3,No,0,15,Offer D,Yes,45.84,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,25.4,399.6,0,0,687.6,1087.2,1,Churned,Yes,1,86,2853,Attitude,Attitude of support person,No
7434-SHXLS,Female,21,Yes,No,No,No,0,United States,California,Wallace,95254,"38.192608, -120.957842",38.192608,-120.957842,304,Q3,No,0,1,Offer E,Yes,15.73,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.9,20.9,0,0,15.73,36.63,3,Churned,Yes,1,82,5421,Competitor,Competitor made better offer,No
7908-QCBCA,Female,47,No,No,Yes,No,0,United States,California,Atwater,95301,"37.321233, -120.656354",37.321233,-120.656354,"27,808",Q3,Yes,1,1,Offer E,Yes,33.46,No,Yes,Fiber Optic,12,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,69.4,69.4,0,10,33.46,112.86,1,Churned,Yes,1,65,2404,Competitor,Competitor had better devices,Yes
6711-FLDFB,Female,62,No,No,No,No,0,United States,California,Big Oak Flat,95305,"37.818589, -120.256995",37.818589,-120.256995,167,Q3,No,0,7,Offer E,Yes,46.79,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,541.15,0,0,327.53,868.68,1,Churned,Yes,1,68,5159,Competitor,Competitor had better devices,No
4702-IOQDC,Female,58,No,No,No,No,0,United States,California,Gustine,95322,"37.147198, -121.120161",37.147198,-121.120161,"7,872",Q3,No,0,1,Offer E,Yes,46.17,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.1,70.1,0,0,46.17,116.27,3,Churned,Yes,1,91,2007,Competitor,Competitor offered higher download speeds,No
6178-KFNHS,Female,34,No,No,No,No,0,United States,California,Hughson,95326,"37.5923, -120.853288",37.5923,-120.853288,"6,822",Q3,No,0,12,Offer D,Yes,35.8,Yes,Yes,Fiber Optic,25,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.3,909.25,0,0,429.6,1338.85,1,Churned,Yes,1,91,3545,Competitor,Competitor offered higher download speeds,No
1264-BYWMS,Male,40,No,No,No,No,0,United States,California,La Grange,95329,"37.666587, -120.411517",37.666587,-120.411517,"1,749",Q3,No,0,55,Offer B,Yes,47.38,Yes,Yes,Fiber Optic,29,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.8,5283.95,0,0,2605.9,7889.85,1,Churned,Yes,1,82,4089,Competitor,Competitor offered more data,No
9658-WYUFB,Female,57,No,No,No,No,0,United States,California,Lathrop,95330,"37.80821, -121.308401",37.80821,-121.308401,"10,834",Q3,No,0,17,Offer D,Yes,21.82,Yes,Yes,Fiber Optic,23,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.4,1617.5,0,0,370.94,1988.44,1,Churned,Yes,1,66,2825,Competitor,Competitor offered more data,No
2013-SGDXK,Female,27,Yes,No,No,No,0,United States,California,Mariposa,95338,"37.526791, -119.99437",37.526791,-119.99437,"10,226",Q3,No,0,1,,Yes,1.63,No,Yes,Fiber Optic,59,No,Yes,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,84.3,84.3,0,10,1.63,95.93,1,Churned,Yes,1,78,2172,Competitor,Competitor offered more data,No
3506-LCJDC,Male,52,No,No,Yes,Yes,3,United States,California,Modesto,95358,"37.612612, -121.108568",37.612612,-121.108568,"30,668",Q3,Yes,1,1,,Yes,8.03,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.95,19.95,0,0,8.03,27.98,1,Churned,Yes,1,76,4860,Price,Long distance charges,Yes
3934-HXCFZ,Male,33,No,No,Yes,No,0,United States,California,Pinecrest,95364,"38.224869, -119.755729",38.224869,-119.755729,235,Q3,Yes,1,23,Offer D,Yes,19.2,Yes,Yes,Fiber Optic,7,Yes,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,99.25,2186.4,0,0,441.6,2628,1,Churned,Yes,1,76,5338,Dissatisfaction,Service dissatisfaction,Yes
7666-WKRON,Female,39,No,No,No,No,0,United States,California,Riverbank,95367,"37.734971, -120.954271",37.734971,-120.954271,"16,525",Q3,No,0,39,,Yes,24.45,No,Yes,Fiber Optic,27,No,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,80.45,3201.55,0,0,953.55,4155.1,3,Churned,Yes,1,85,2224,Dissatisfaction,Lack of self-service on Website,No
4910-AQFFX,Male,30,No,No,Yes,No,0,United States,California,Soulsbyville,95372,"37.990574, -120.261821",37.990574,-120.261821,"1,519",Q3,Yes,1,9,,Yes,31.67,Yes,Yes,Cable,59,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,79.35,661.25,0,10,285.03,956.28,3,Churned,Yes,1,93,4533,Dissatisfaction,Network reliability,Yes
2154-KVJFF,Female,42,No,No,No,No,0,United States,California,Stevinson,95374,"37.316807, -120.855753",37.316807,-120.855753,"1,960",Q3,No,0,15,Offer D,Yes,42.83,Yes,Yes,Fiber Optic,21,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.75,1111.85,0,0,642.45,1754.3,3,Churned,Yes,1,65,2813,Dissatisfaction,Limited range of services,No
9647-ERGBE,Female,64,No,No,Yes,No,0,United States,California,Turlock,95380,"37.474396, -120.875917",37.474396,-120.875917,"40,545",Q3,Yes,1,30,,Yes,39.74,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.05,3046.15,0,0,1192.2,4238.35,1,Churned,Yes,1,91,4664,Competitor,Competitor had better devices,Yes
3428-XZMAZ,Male,64,No,No,No,No,0,United States,California,Turlock,95382,"37.529656, -120.854357",37.529656,-120.854357,"24,708",Q3,No,0,1,,Yes,45.86,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.35,69.35,0,0,45.86,115.21,2,Churned,Yes,1,91,5796,Price,Long distance charges,No
0378-TOVMS,Female,20,Yes,No,No,No,0,United States,California,Vernalis,95385,"37.609095, -121.263381",37.609095,-121.263381,274,Q3,No,0,3,,Yes,10.6,No,Yes,Fiber Optic,73,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85.8,272.2,0,0,31.8,304,1,Churned,Yes,1,89,5641,Competitor,Competitor had better devices,No
4355-HBJHH,Male,49,No,No,Yes,No,0,United States,California,Waterford,95386,"37.669516, -120.626964",37.669516,-120.626964,"8,308",Q3,No,0,67,,Yes,42.77,Yes,Yes,DSL,3,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,79.7,5293.4,0,0,2865.59,8158.99,1,Churned,Yes,1,77,6289,Price,Price too high,Yes
0318-QUUOB,Male,25,Yes,No,Yes,No,0,United States,California,Santa Rosa,95403,"38.488431, -122.752839",38.488431,-122.752839,"40,270",Q3,Yes,1,1,,Yes,43.67,No,Yes,Fiber Optic,73,No,No,No,No,Yes,No,Yes,No,Month-to-Month,Yes,Bank Withdrawal,80.55,80.55,0,0,43.67,124.22,1,Churned,Yes,1,91,4273,Competitor,Competitor had better devices,Yes
5520-FVEWJ,Female,28,Yes,No,Yes,No,0,United States,California,Santa Rosa,95405,"38.439696, -122.668817",38.439696,-122.668817,"22,250",Q3,Yes,1,12,,Yes,40.63,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.5,916.9,0,0,487.56,1404.46,1,Churned,Yes,1,84,4154,Competitor,Competitor had better devices,Yes
5572-ZDXHY,Female,25,Yes,No,No,No,0,United States,California,Santa Rosa,95409,"38.468893, -122.580539",38.468893,-122.580539,"25,718",Q3,No,0,22,,Yes,29.07,No,Yes,Fiber Optic,52,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,84.3,1855.65,0,0,639.54,2495.19,1,Churned,Yes,1,85,5313,Competitor,Competitor had better devices,No
3750-CKVKH,Male,58,No,No,No,No,0,United States,California,Clearlake Oaks,95423,"39.07116, -122.598542",39.07116,-122.598542,"3,684",Q3,No,0,2,,Yes,11.75,No,Yes,Fiber Optic,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,67.75,116.65,0,0,23.5,140.15,2,Churned,Yes,1,71,2299,Other,Don't know,No
4547-KQRTM,Female,60,No,No,No,No,0,United States,California,Eldridge,95431,"38.348884, -122.51699",38.348884,-122.51699,363,Q3,No,0,10,,Yes,49.7,Yes,Yes,Fiber Optic,10,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.05,830.7,0,0,497,1327.7,1,Churned,Yes,1,76,3740,Competitor,Competitor offered higher download speeds,No
4877-EVATK,Male,30,No,No,No,No,0,United States,California,Elk,95432,"39.108252, -123.645121",39.108252,-123.645121,383,Q3,No,0,1,,Yes,46.77,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20,20,0,0,46.77,66.77,2,Churned,Yes,1,83,3657,Attitude,Attitude of service provider,No
7639-SUPCW,Female,32,No,No,No,No,0,United States,California,Glen Ellen,95442,"38.368744, -122.522642",38.368744,-122.522642,"4,101",Q3,No,0,22,,Yes,3.95,No,Yes,DSL,30,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,48.8,1054.6,0,20,86.9,1161.5,1,Churned,Yes,1,91,2270,Competitor,Competitor made better offer,No
4658-HCOHW,Female,52,No,No,Yes,No,0,United States,California,Redwood Valley,95470,"39.298065, -123.25211",39.298065,-123.25211,"5,995",Q3,Yes,1,21,,Yes,16.67,No,Yes,Fiber Optic,3,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,102.8,2110.15,0,0,350.07,2460.22,1,Churned,Yes,1,91,3123,Competitor,Competitor had better devices,Yes
3440-JPSCL,Female,26,Yes,No,No,No,0,United States,California,Sonoma,95476,"38.25485, -122.461799",38.25485,-122.461799,"34,314",Q3,No,0,6,,Yes,5.16,No,Yes,Fiber Optic,59,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,99.95,547.65,0,0,30.96,578.61,2,Churned,Yes,1,87,3722,Competitor,Competitor offered higher download speeds,No
2889-FPWRM,Male,31,No,No,Yes,No,0,United States,California,Mckinleyville,95519,"40.965011, -124.015255",40.965011,-124.015255,"15,921",Q3,Yes,1,72,,Yes,34.87,Yes,Yes,Fiber Optic,8,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,117.8,8684.8,0,0,2510.64,11195.44,2,Churned,Yes,1,91,4432,Competitor,Competitor offered higher download speeds,Yes
4290-BSXUX,Male,33,No,No,Yes,No,0,United States,California,Fields Landing,95537,"40.726949, -124.217378",40.726949,-124.217378,228,Q3,Yes,1,3,,Yes,43.27,Yes,Yes,Fiber Optic,17,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.65,251.75,0,0,129.81,381.56,1,Churned,Yes,1,87,5036,Competitor,Competitor offered more data,Yes
0325-XBFAC,Male,44,No,No,No,No,0,United States,California,Hoopa,95546,"41.163637, -123.704841",41.163637,-123.704841,"3,041",Q3,No,0,8,,Yes,19.49,No,Yes,Fiber Optic,10,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.7,740.3,0,80,155.92,976.22,1,Churned,Yes,1,94,5811,Competitor,Competitor offered more data,No
2462-XIIJB,Male,33,No,No,No,No,0,United States,California,Miranda,95553,"40.210895, -123.86",40.210895,-123.86,867,Q3,No,0,5,,Yes,3.25,Yes,Yes,Fiber Optic,25,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,92.5,452.7,0,0,16.25,468.95,2,Churned,Yes,1,73,2810,Competitor,Competitor offered more data,No
4760-XOHVN,Female,54,No,No,Yes,Yes,2,United States,California,Myers Flat,95554,"40.267158, -123.805913",40.267158,-123.805913,644,Q3,Yes,1,1,,Yes,28.73,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.45,19.45,0,0,28.73,48.18,2,Churned,Yes,1,84,2865,Competitor,Competitor made better offer,Yes
7817-BOQPW,Female,32,No,No,No,No,0,United States,California,Rio Dell,95562,"40.485849, -124.163234",40.485849,-124.163234,"3,284",Q3,No,0,2,,Yes,41.37,Yes,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.55,166.3,0,0,82.74,249.04,2,Churned,Yes,1,77,4320,Competitor,Competitor made better offer,No
1853-UDXBW,Male,38,No,No,Yes,No,0,United States,California,Samoa,95564,"40.809636, -124.189977",40.809636,-124.189977,395,Q3,Yes,1,1,,Yes,38.8,No,Yes,Fiber Optic,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70,70,0,0,38.8,108.8,2,Churned,Yes,1,85,2485,Price,Price too high,Yes
5458-CQJTA,Male,56,No,No,Yes,No,0,United States,California,Smith River,95567,"41.950683, -124.097094",41.950683,-124.097094,"2,020",Q3,Yes,1,65,Offer B,Yes,40.47,No,Yes,DSL,30,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,74.8,4820.15,0,0,2630.55,7450.7,1,Churned,Yes,1,89,5207,Dissatisfaction,Product dissatisfaction,Yes
5219-YIPTK,Female,46,No,No,Yes,No,0,United States,California,Trinidad,95570,"41.162295, -124.027381",41.162295,-124.027381,"2,369",Q3,Yes,1,33,,Yes,11.32,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.4,3409.6,0,0,373.56,3783.16,1,Churned,Yes,1,71,3185,Dissatisfaction,Service dissatisfaction,Yes
3540-RZJYU,Female,21,Yes,No,No,No,0,United States,California,Zenia,95595,"40.170357, -123.417298",40.170357,-123.417298,259,Q3,No,0,15,,Yes,20.03,No,Yes,Fiber Optic,59,Yes,No,No,No,Yes,No,Yes,No,Month-to-Month,No,Bank Withdrawal,86.2,1270.2,0,100,300.45,1670.65,1,Churned,Yes,1,90,5829,Dissatisfaction,Lack of self-service on Website,No
2091-MJTFX,Female,57,No,No,Yes,Yes,2,United States,California,Auburn,95602,"38.99003, -121.114408",38.99003,-121.114408,"18,197",Q3,Yes,1,30,,No,0,No,Yes,DSL,12,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,51.2,1561.5,0,0,0,1561.5,3,Churned,Yes,1,79,4568,Dissatisfaction,Network reliability,Yes
0883-EIBTI,Female,23,Yes,No,No,No,0,United States,California,Clarksburg,95612,"38.384648, -121.578701",38.384648,-121.578701,"1,417",Q3,No,0,2,,Yes,28.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.5,31.55,0,0,56.04,87.59,3,Churned,Yes,1,82,2484,Dissatisfaction,Limited range of services,No
7571-YXDAD,Female,37,No,No,No,No,0,United States,California,Davis,95618,"38.544002, -121.685559",38.544002,-121.685559,648,Q3,No,0,2,,Yes,38.28,Yes,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,74.9,147.15,0,0,76.56,223.71,1,Churned,Yes,1,93,2078,Price,Long distance charges,No
3393-FMZPV,Female,59,No,No,No,No,0,United States,California,Elverta,95626,"38.734997, -121.463719",38.734997,-121.463719,"6,197",Q3,No,0,25,,Yes,36.24,Yes,Yes,Fiber Optic,3,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.25,2387.75,0,0,906,3293.75,1,Churned,Yes,1,74,2195,Price,Extra data charges,No
7486-KSRVI,Male,56,No,No,No,No,0,United States,California,Folsom,95630,"38.672638, -121.147403",38.672638,-121.147403,"51,855",Q3,No,0,43,Offer B,Yes,39.37,Yes,Yes,Fiber Optic,23,No,No,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,100,4211.55,0,140,1692.91,6044.46,1,Churned,Yes,1,93,4760,Dissatisfaction,Product dissatisfaction,No
8443-WVPSS,Male,58,No,No,Yes,No,0,United States,California,Galt,95632,"38.274451, -121.259201",38.274451,-121.259201,"24,194",Q3,Yes,5,10,,Yes,43.28,No,Yes,Fiber Optic,12,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.85,990.9,0,0,432.8,1423.7,1,Churned,Yes,1,69,4243,Dissatisfaction,Service dissatisfaction,Yes
3006-XIMLN,Female,34,No,No,No,No,0,United States,California,Garden Valley,95633,"38.852544, -120.837669",38.852544,-120.837669,"2,536",Q3,No,0,2,,Yes,42.89,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.2,193.8,0,0,85.78,279.58,2,Churned,Yes,1,79,5299,Dissatisfaction,Lack of self-service on Website,No
6305-YLBMM,Male,50,No,No,No,No,0,United States,California,Hood,95639,"38.375325, -121.507935",38.375325,-121.507935,213,Q3,No,0,69,,Yes,2.52,No,Yes,Fiber Optic,24,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.05,7262,0,0,173.88,7435.88,3,Churned,Yes,1,91,4254,Attitude,Attitude of service provider,No
3647-GMGDH,Male,52,No,No,Yes,No,0,United States,California,Jackson,95642,"38.336216, -120.76901",38.336216,-120.76901,"6,202",Q3,Yes,7,22,,Yes,37.8,No,Yes,Fiber Optic,15,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.7,1914.9,0,0,831.6,2746.5,2,Churned,Yes,1,72,5615,Attitude,Attitude of support person,Yes
6595-COKXZ,Female,63,No,No,No,No,0,United States,California,Plymouth,95669,"38.489273, -120.891614",38.489273,-120.891614,"2,220",Q3,No,0,1,Offer E,Yes,48.31,No,Yes,Cable,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,44.45,44.45,0,0,48.31,92.76,3,Churned,Yes,1,65,4879,Attitude,Attitude of service provider,No
0362-ZBZWJ,Male,46,No,No,No,No,0,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,"1,472",Q3,No,0,36,,Yes,24.66,Yes,Yes,Fiber Optic,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.9,3067.2,0,0,887.76,3954.96,1,Churned,Yes,1,69,2455,Attitude,Attitude of service provider,No
4211-MMAZN,Male,41,No,No,No,No,0,United States,California,Vacaville,95688,"38.419088, -122.024568",38.419088,-122.024568,"32,564",Q3,No,0,1,Offer E,Yes,23.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.25,20.25,0,0,23.16,43.41,1,Churned,Yes,1,89,2959,Attitude,Attitude of support person,No
4274-OWWYO,Male,56,No,No,No,No,0,United States,California,Walnut Grove,95690,"38.240419, -121.587535",38.240419,-121.587535,"2,344",Q3,No,0,1,,Yes,4.8,No,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.35,74.35,0,0,4.8,79.15,3,Churned,Yes,1,66,5633,Other,Deceased,No
1541-ETJZO,Male,58,No,No,No,No,0,United States,California,Wheatland,95692,"39.043387, -121.409837",39.043387,-121.409837,"3,600",Q3,No,0,1,Offer E,Yes,47.83,Yes,Yes,DSL,12,No,No,Yes,Yes,No,No,No,No,Month-to-Month,No,Mailed Check,62.05,62.05,0,10,47.83,119.88,2,Churned,Yes,1,86,2937,Other,Moved,No
4106-HADHQ,Male,42,No,No,Yes,No,0,United States,California,Emigrant Gap,95715,"39.23754, -120.720196",39.23754,-120.720196,185,Q3,Yes,1,39,,Yes,35.7,No,Yes,DSL,9,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,80,3182.95,0,0,1392.3,4575.25,1,Churned,Yes,1,76,2704,Other,Moved,Yes
2369-UAPKZ,Male,43,No,No,No,No,0,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,"3,747",Q3,No,0,5,Offer E,Yes,38.89,Yes,Yes,Fiber Optic,8,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,104.1,541.9,0,0,194.45,736.35,3,Churned,Yes,1,76,3131,Other,Moved,No
0637-KVDLV,Male,30,No,No,No,No,0,United States,California,Elk Grove,95758,"38.35363, -121.44195",38.35363,-121.44195,"47,065",Q3,No,0,2,Offer E,Yes,17.22,Yes,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.5,162.45,0,0,34.44,196.89,1,Churned,Yes,1,80,5944,Other,Don't know,No
6633-MPWBS,Male,47,No,No,No,No,0,United States,California,Woodland,95776,"38.694081, -121.694431",38.694081,-121.694431,"15,022",Q3,No,0,5,Offer E,Yes,7.31,No,Yes,DSL,18,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.2,216.9,0,0,36.55,253.45,1,Churned,Yes,1,73,4336,Competitor,Competitor offered more data,No
8785-EPNCG,Male,42,No,No,No,No,0,United States,California,Sacramento,95815,"38.608405, -121.449942",38.608405,-121.449942,"25,355",Q3,No,0,11,,Yes,30.91,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,23.15,245.2,0,0,340.01,585.21,1,Churned,Yes,1,65,5671,Competitor,Competitor made better offer,No
5729-KLZAR,Female,22,Yes,No,Yes,No,0,United States,California,Sacramento,95817,"38.550722, -121.457314",38.550722,-121.457314,"14,966",Q3,Yes,1,4,Offer E,Yes,44.28,No,Yes,Fiber Optic,59,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,80.85,302.75,0,40,177.12,519.87,1,Churned,Yes,1,73,2961,Competitor,Competitor had better devices,Yes
1582-RAFML,Male,26,Yes,No,No,No,0,United States,California,Sacramento,95821,"38.625096, -121.383658",38.625096,-121.383658,"35,426",Q3,No,0,1,Offer E,Yes,23.63,Yes,Yes,Cable,85,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,60.1,60.1,0,0,23.63,83.73,1,Churned,Yes,1,88,5654,Competitor,Competitor had better devices,No
8740-CRYFY,Male,62,No,No,No,No,0,United States,California,Sacramento,95823,"38.475465, -121.443625",38.475465,-121.443625,"72,199",Q3,No,0,1,Offer E,Yes,23.96,No,Yes,Fiber Optic,22,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.95,78.95,0,0,23.96,102.91,2,Churned,Yes,1,75,2038,Competitor,Competitor offered higher download speeds,No
2962-XPMCQ,Male,56,No,No,No,No,0,United States,California,Sacramento,95828,"38.486938, -121.395805",38.486938,-121.395805,"54,880",Q3,No,0,2,Offer E,Yes,6.47,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.15,98.5,0,0,12.94,111.44,2,Churned,Yes,1,81,2699,Competitor,Competitor offered higher download speeds,No
1678-FYZOW,Female,28,Yes,No,No,No,0,United States,California,Sacramento,95835,"38.685069, -121.543709",38.685069,-121.543709,854,Q3,No,0,3,Offer E,Yes,46.6,No,Yes,Fiber Optic,76,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.4,244.65,0,0,139.8,384.45,1,Churned,Yes,1,90,2448,Competitor,Competitor offered higher download speeds,No
8627-EHGIP,Male,38,No,No,No,No,0,United States,California,Sacramento,95838,"38.646096, -121.442433",38.646096,-121.442433,"34,894",Q3,No,0,44,Offer B,No,0,No,Yes,Cable,4,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,53.95,2375.4,0,0,0,2375.4,2,Churned,Yes,1,91,3051,Competitor,Competitor offered more data,No
5480-TBGPH,Female,63,No,No,Yes,No,0,United States,California,Sacramento,95842,"38.687367, -121.34848",38.687367,-121.34848,"31,373",Q3,No,0,24,,Yes,44.96,No,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.3,2431.35,0,0,1079.04,3510.39,3,Churned,Yes,1,69,4811,Competitor,Competitor offered more data,Yes
8854-CCVSQ,Male,58,No,No,No,No,0,United States,California,Browns Valley,95918,"39.292334, -121.320597",39.292334,-121.320597,"1,477",Q3,No,0,18,,Yes,38.87,Yes,Yes,Fiber Optic,7,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.65,1451.9,0,30,699.66,2181.56,2,Churned,Yes,1,95,3788,Competitor,Competitor offered more data,No
0511-JTEOY,Female,41,No,No,No,No,0,United States,California,Canyon Dam,95923,"40.171312, -121.120605",40.171312,-121.120605,86,Q3,No,0,1,Offer E,Yes,10.19,No,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,71.1,71.1,0,0,10.19,81.29,2,Churned,Yes,1,91,5824,Competitor,Competitor made better offer,No
6532-YLWSI,Female,25,Yes,No,Yes,No,0,United States,California,Crescent Mills,95934,"40.080342, -120.957805",40.080342,-120.957805,178,Q3,Yes,1,53,Offer B,Yes,37.85,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.8,1021.8,0,0,2006.05,3027.85,3,Churned,Yes,1,78,4166,Price,Price too high,Yes
5175-AOBHI,Female,48,No,No,No,No,0,United States,California,Hamilton City,95951,"39.732767, -122.042298",39.732767,-122.042298,"1,931",Q3,No,0,4,,Yes,15.07,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,46,193.6,0,0,60.28,253.88,1,Churned,Yes,1,90,5246,Dissatisfaction,Lack of self-service on Website,No
5174-RNGBH,Female,27,Yes,No,No,No,0,United States,California,Live Oak,95953,"39.258746, -121.77697",39.258746,-121.77697,"8,695",Q3,No,0,9,,Yes,24.81,No,Yes,Cable,69,No,Yes,No,Yes,Yes,No,No,No,Month-to-Month,No,Mailed Check,66.25,620.55,0,10,223.29,853.84,3,Churned,Yes,1,67,5515,Dissatisfaction,Network reliability,No
7270-BDIOA,Female,60,No,No,No,No,0,United States,California,Maxwell,95955,"39.281194, -122.226568",39.281194,-122.226568,"1,146",Q3,No,0,22,,Yes,12.19,Yes,Yes,Fiber Optic,23,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90,1993.8,0,0,268.18,2261.98,2,Churned,Yes,1,95,4739,Dissatisfaction,Limited range of services,No
9565-JSNFM,Male,39,No,No,No,No,0,United States,California,Meadow Valley,95956,"39.937017, -121.058043",39.937017,-121.058043,301,Q3,No,0,38,,Yes,33.71,No,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,70.45,2597.6,0,0,1280.98,3878.58,3,Churned,Yes,1,82,5437,Price,Lack of affordable download/upload speed,No
0607-DAAHE,Male,62,No,No,No,No,0,United States,California,Olivehurst,95961,"39.082568, -121.55325",39.082568,-121.55325,"6,439",Q3,No,0,53,Offer B,Yes,26.21,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.75,1052.35,0,0,1389.13,2441.48,3,Churned,Yes,1,66,6265,Price,Long distance charges,No
9732-KPKBW,Male,49,No,No,No,No,0,United States,California,Oroville,95966,"39.473896, -121.415927",39.473896,-121.415927,"28,382",Q3,No,0,1,,Yes,31.16,No,Yes,DSL,11,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,53.95,53.95,0,0,31.16,85.11,1,Churned,Yes,1,90,2771,Price,Extra data charges,No
9560-ARGQJ,Female,40,No,No,No,No,0,United States,California,Quincy,95971,"39.971228, -121.041166",39.971228,-121.041166,"6,189",Q3,No,0,16,,Yes,12.92,No,Yes,Fiber Optic,12,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,81,1312.15,0,0,206.72,1518.87,1,Churned,Yes,1,83,2335,Dissatisfaction,Product dissatisfaction,No
5134-IKDAY,Female,34,No,No,Yes,No,0,United States,California,Twain,95984,"40.022184, -121.062384",40.022184,-121.062384,73,Q3,Yes,1,1,,Yes,11.08,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.8,69.8,0,0,11.08,80.88,3,Churned,Yes,1,96,2123,Dissatisfaction,Service dissatisfaction,Yes
5380-AFSSK,Female,44,No,No,No,No,0,United States,California,Bella Vista,96008,"40.722733, -122.109666",40.722733,-122.109666,899,Q3,No,0,5,,Yes,46.45,Yes,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,93.9,486.85,0,0,232.25,719.1,1,Churned,Yes,1,92,5435,Other,Don't know,No
8714-EUHJO,Female,39,No,No,Yes,No,0,United States,California,Castella,96017,"41.121108, -122.336613",41.121108,-122.336613,228,Q3,Yes,1,31,,Yes,38.67,Yes,Yes,Cable,13,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,91.15,2995.45,0,0,1198.77,4194.22,2,Churned,Yes,1,83,5219,Dissatisfaction,Poor expertise of online support,Yes
3721-CNEYS,Female,45,No,No,No,No,0,United States,California,Douglas City,96024,"40.586588, -122.903677",40.586588,-122.903677,960,Q3,No,0,2,,Yes,15.33,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.95,137.95,0,0,30.66,168.61,1,Churned,Yes,1,94,5390,Dissatisfaction,Poor expertise of phone support,No
2568-OIADY,Female,26,Yes,No,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,1,37,,Yes,36.29,Yes,Yes,Fiber Optic,27,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.5,3762,0,0,1342.73,5104.73,1,Churned,Yes,1,92,4233,Competitor,Competitor made better offer,Yes
1193-RTSLK,Female,26,Yes,No,No,No,0,United States,California,Happy Camp,96039,"41.831901, -123.487478",41.831901,-123.487478,"1,294",Q3,No,0,38,,Yes,36.18,No,Yes,Fiber Optic,48,Yes,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,83.9,3233.6,0,0,1374.84,4608.44,1,Churned,Yes,1,82,2157,Competitor,Competitor offered higher download speeds,No
5923-GXUOC,Male,37,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,10,,Yes,8.38,No,Yes,Fiber Optic,2,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.4,1081.45,0,0,83.8,1165.25,1,Churned,Yes,1,84,5035,Competitor,Competitor made better offer,No
4432-ADRLB,Male,46,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,2,,Yes,24.9,No,Yes,DSL,11,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,44.65,74.9,0,10,49.8,134.7,1,Churned,Yes,1,91,4655,Competitor,Competitor made better offer,No
8993-PHFWD,Female,62,No,No,No,No,0,United States,California,Old Station,96071,"40.656287, -121.428965",40.656287,-121.428965,182,Q3,No,0,3,,No,0,No,Yes,DSL,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.25,58.9,0,0,0,58.9,1,Churned,Yes,1,76,2088,Competitor,Competitor had better devices,No
1565-RHDJD,Female,21,Yes,No,No,No,0,United States,California,Palo Cedro,96073,"40.582399, -122.195512",40.582399,-122.195512,"4,931",Q3,No,0,4,,Yes,41.72,Yes,Yes,Fiber Optic,69,No,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.05,333.55,0,0,166.88,500.43,3,Churned,Yes,1,95,5552,Competitor,Competitor offered higher download speeds,No
3765-JXVKY,Female,23,Yes,No,No,No,0,United States,California,Paynes Creek,96075,"40.343213, -121.815412",40.343213,-121.815412,433,Q3,No,0,1,Offer E,Yes,44.11,No,Yes,Fiber Optic,69,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.7,74.7,0,0,44.11,118.81,1,Churned,Yes,1,75,4692,Competitor,Competitor offered more data,No
7330-WZLNC,Female,25,Yes,No,No,No,0,United States,California,Red Bluff,96080,"40.186772, -122.388361",40.186772,-122.388361,"26,438",Q3,No,0,5,Offer E,Yes,1.49,Yes,Yes,Fiber Optic,51,No,Yes,No,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.8,455.5,0,0,7.45,462.95,3,Churned,Yes,1,73,5090,Competitor,Competitor offered more data,No
6635-MYYYZ,Female,59,No,No,No,No,0,United States,California,Trinity Center,96091,"41.081847, -122.700545",41.081847,-122.700545,734,Q3,No,0,30,,Yes,43.01,No,Yes,Cable,4,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,85.35,2530.4,0,20,1290.3,3840.7,2,Churned,Yes,1,73,2313,Competitor,Competitor made better offer,No
5378-IKEEG,Female,47,No,No,No,No,0,United States,California,Eagleville,96110,"41.280341, -120.150381",41.280341,-120.150381,132,Q3,No,0,1,Offer E,No,0,No,Yes,Cable,2,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,35.75,35.75,0,0,0,35.75,3,Churned,Yes,1,70,3351,Price,Price too high,No
6413-XKKPU,Male,54,No,No,Yes,No,0,United States,California,Sierra City,96125,"39.600599, -120.636358",39.600599,-120.636358,348,Q3,Yes,1,17,,Yes,19.19,No,Yes,Fiber Optic,22,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.4,1539.45,0,0,326.23,1865.68,1,Churned,Yes,1,96,2544,Dissatisfaction,Service dissatisfaction,Yes
1449-XQEMT,Male,33,No,No,No,No,0,United States,California,Susanville,96130,"40.559177, -120.612113",40.559177,-120.612113,"19,440",Q3,No,0,3,Offer E,Yes,15.12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,19.8,58.15,0,0,45.36,103.51,1,Churned,Yes,1,79,4323,Price,Long distance charges,No
2626-URJFX,Male,55,No,No,Yes,Yes,3,United States,California,Termo,96132,"41.027281, -120.669427",41.027281,-120.669427,72,Q3,Yes,1,4,Offer E,Yes,8.58,Yes,Yes,DSL,57,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.9,225.6,0,0,34.32,259.92,3,Churned,Yes,1,69,5691,Dissatisfaction,Network reliability,Yes
2612-RRIDN,Male,25,Yes,No,No,No,0,United States,California,Westwood,96137,"40.271535, -121.018087",40.271535,-121.018087,"4,158",Q3,No,0,4,Offer E,Yes,21.62,No,Yes,Fiber Optic,59,No,No,No,No,Yes,No,Yes,No,Month-to-Month,Yes,Bank Withdrawal,81,340.85,0,50,86.48,477.33,2,Churned,Yes,1,88,3591,Dissatisfaction,Limited range of services,No
4735-ASGMA,Male,55,No,No,No,No,0,United States,California,Carnelian Bay,96140,"39.227434, -120.091806",39.227434,-120.091806,"1,943",Q3,No,0,26,,Yes,40.17,Yes,Yes,Fiber Optic,27,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.35,2515.3,0,0,1044.42,3559.72,1,Churned,Yes,1,91,4997,Competitor,Competitor had better devices,No
3669-LVWZB,Male,20,Yes,No,No,No,0,United States,California,Tahoma,96142,"39.061227, -120.179546",39.061227,-120.179546,"1,291",Q3,No,0,5,,No,0,No,Yes,DSL,59,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,51,305.95,0,0,0,305.95,2,Churned,Yes,1,86,4630,Price,Long distance charges,No
6892-EZDTG,Female,55,No,No,Yes,No,0,United States,California,Kings Beach,96143,"39.246654, -120.029273",39.246654,-120.029273,"4,806",Q3,Yes,1,4,Offer E,Yes,21.81,Yes,Yes,Fiber Optic,14,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.65,365.4,0,0,87.24,452.64,2,Churned,Yes,1,90,2140,Price,Extra data charges,Yes
9725-SCPZG,Male,47,No,No,No,No,0,United States,California,South Lake Tahoe,96150,"38.911577, -120.106169",38.911577,-120.106169,"33,038",Q3,No,0,1,Offer E,Yes,1.13,No,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.85,90.85,0,0,1.13,91.98,3,Churned,Yes,1,80,5086,Price,Price too high,No
5884-GCYMI,Male,62,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,1,Offer E,Yes,38.53,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,69.4,69.4,0,0,38.53,107.93,1,Churned,Yes,1,91,2847,Competitor,Competitor made better offer,No
7853-GVUDZ,Female,55,No,No,Yes,Yes,1,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,"67,852",Q3,Yes,1,1,Offer E,Yes,3.09,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.15,20.15,0,0,3.09,23.24,2,Churned,Yes,1,70,4277,Price,Long distance charges,Yes
3943-KDREE,Female,48,No,No,No,No,0,United States,California,Los Angeles,90010,"34.062125, -118.315709",34.062125,-118.315709,"1,957",Q3,No,0,26,,Yes,17.53,Yes,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,1834.95,0,0,455.78,2290.73,2,Churned,Yes,1,76,2934,Other,Don't know,No
9239-ZBZZV,Female,23,Yes,No,No,No,0,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,"101,215",Q3,No,0,6,Offer E,No,0,No,Yes,DSL,71,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,47.95,305.1,0,0,0,305.1,1,Churned,Yes,1,80,2240,Competitor,Competitor had better devices,No
4398-HSCJH,Female,57,No,No,No,No,0,United States,California,Los Angeles,90013,"34.044639, -118.240413",34.044639,-118.240413,"9,732",Q3,No,0,3,Offer E,Yes,3.64,Yes,Yes,DSL,25,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,63.6,155.65,0,0,10.92,166.57,1,Churned,Yes,1,70,3155,Competitor,Competitor offered higher download speeds,No
4430-UZIPO,Male,44,No,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,3,Offer E,No,0,No,Yes,DSL,21,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,36.85,108.7,0,0,0,108.7,1,Churned,Yes,1,91,5825,Competitor,Competitor made better offer,No
4855-SNKMY,Female,31,No,No,No,No,0,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,"44,150",Q3,No,0,1,Offer E,Yes,4.41,No,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.1,44.1,0,0,4.41,48.51,3,Churned,Yes,1,70,5955,Competitor,Competitor made better offer,No
8008-HAWED,Male,38,No,No,No,No,0,United States,California,Los Angeles,90027,"34.127194, -118.295647",34.127194,-118.295647,"48,727",Q3,No,0,14,Offer D,No,0,No,Yes,Cable,6,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,50.75,712.75,0,10,0,722.75,1,Churned,Yes,1,82,4883,Competitor,Competitor had better devices,No
1502-XFCVR,Female,57,No,No,No,No,0,United States,California,Los Angeles,90038,"34.088017, -118.327168",34.088017,-118.327168,"32,562",Q3,No,0,58,Offer B,Yes,14.99,No,Yes,Fiber Optic,12,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.45,6145.85,0,0,869.42,7015.27,1,Churned,Yes,1,82,5902,Competitor,Competitor offered higher download speeds,No
9692-TUSXH,Female,23,Yes,No,No,No,0,United States,California,Los Angeles,90041,"34.137412, -118.207607",34.137412,-118.207607,"27,866",Q3,No,0,18,Offer D,Yes,35.7,No,Yes,Fiber Optic,26,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.05,1740.7,0,0,642.6,2383.3,1,Churned,Yes,1,90,5581,Competitor,Competitor offered higher download speeds,No
7912-SYRQT,Female,35,No,No,No,No,0,United States,California,Los Angeles,90042,"34.11572, -118.192754",34.11572,-118.192754,"64,672",Q3,No,0,7,Offer E,Yes,18.99,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.1,552.95,0,0,132.93,685.88,2,Churned,Yes,1,96,5514,Competitor,Competitor offered more data,No
8292-TYSPY,Male,55,No,No,No,No,0,United States,California,Los Angeles,90048,"34.072945, -118.37267",34.072945,-118.37267,"21,739",Q3,No,0,19,Offer D,Yes,4.3,No,Yes,Cable,23,No,No,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,55,1046.5,0,30,81.7,1158.2,2,Churned,Yes,1,73,4539,Competitor,Competitor offered more data,No
1867-BDVFH,Male,35,No,No,Yes,No,0,United States,California,Los Angeles,90056,"33.987945, -118.370442",33.987945,-118.370442,"8,115",Q3,Yes,1,11,Offer D,Yes,9.14,Yes,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.35,834.2,0,0,100.54,934.74,2,Churned,Yes,1,80,5075,Competitor,Competitor made better offer,Yes
2359-QWQUL,Female,35,No,No,Yes,No,0,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,"3,642",Q3,Yes,1,39,,Yes,9.51,No,Yes,Fiber Optic,7,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.7,4134.85,0,0,370.89,4505.74,2,Churned,Yes,1,68,2371,Competitor,Competitor made better offer,Yes
9103-TCIHJ,Female,60,No,No,No,No,0,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,"38,128",Q3,No,0,15,Offer D,Yes,40.66,Yes,Yes,DSL,8,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.7,899.8,0,0,609.9,1509.7,2,Churned,Yes,1,73,4519,Price,Price too high,No
4140-WJAWW,Female,57,No,No,No,No,0,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,21,Q3,No,0,5,,Yes,6.17,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,108.05,0,0,30.85,138.9,1,Churned,Yes,1,91,3799,Price,Long distance charges,No
6653-CBBOM,Female,57,No,No,No,No,0,United States,California,Compton,90221,"33.885811, -118.206459",33.885811,-118.206459,"51,387",Q3,No,0,1,Offer E,Yes,15.92,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,70.3,0,0,15.92,86.22,1,Churned,Yes,1,88,5963,Dissatisfaction,Service dissatisfaction,No
6101-IMRMM,Male,53,No,No,No,No,0,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,"16,041",Q3,No,0,6,Offer E,Yes,16.58,No,Yes,Fiber Optic,17,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,No,Mailed Check,94.5,575.45,0,10,99.48,684.93,2,Churned,Yes,1,91,3469,Dissatisfaction,Network reliability,No
8943-URTMR,Female,56,No,No,No,No,0,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,"33,300",Q3,No,0,2,Offer E,Yes,29.04,No,Yes,Fiber Optic,21,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,79.65,152.7,0,0,58.08,210.78,2,Churned,Yes,1,91,5082,Price,Lack of affordable download/upload speed,No
2955-PSXOE,Female,48,No,No,No,No,0,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,"5,451",Q3,No,0,1,,Yes,43.52,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.2,20.2,0,0,43.52,63.72,2,Churned,Yes,1,91,3061,Price,Price too high,No
7762-URZQH,Male,30,No,No,Yes,No,0,United States,California,Venice,90291,"33.991782, -118.479229",33.991782,-118.479229,"31,021",Q3,No,0,66,,Yes,23.51,Yes,Yes,Fiber Optic,52,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,106.05,6981.35,0,0,1551.66,8533.01,2,Churned,Yes,1,83,5602,Dissatisfaction,Product dissatisfaction,Yes
6907-NZZIJ,Female,54,No,No,No,No,0,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,"11,509",Q3,No,0,36,,Yes,13.35,Yes,Yes,Fiber Optic,7,No,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,99.15,3615.6,0,30,480.6,4126.2,1,Churned,Yes,1,75,4188,Competitor,Competitor had better devices,No
2911-UREFD,Female,50,No,No,Yes,No,0,United States,California,Santa Monica,90405,"34.005439, -118.477507",34.005439,-118.477507,"26,099",Q3,Yes,3,39,,No,0,No,Yes,DSL,13,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,55.9,2184.35,0,0,0,2184.35,1,Churned,Yes,1,67,5632,Dissatisfaction,Lack of self-service on Website,Yes
3744-ZRRDZ,Male,25,Yes,No,No,No,0,United States,California,Torrance,90501,"33.833699, -118.314387",33.833699,-118.314387,"40,705",Q3,No,0,21,Offer D,Yes,12.76,Yes,Yes,Fiber Optic,48,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,82.35,1852.85,0,0,267.96,2120.81,1,Churned,Yes,1,90,2902,Dissatisfaction,Network reliability,No
5673-TIYIB,Male,34,No,No,No,No,0,United States,California,Torrance,90502,"33.833181, -118.292062",33.833181,-118.292062,"17,058",Q3,No,0,2,Offer E,No,0,No,Yes,DSL,8,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,40.4,77.15,0,0,0,77.15,3,Churned,Yes,1,86,3620,Other,Don't know,No
1602-IJQQE,Female,42,No,No,No,No,0,United States,California,Whittier,90602,"33.972119, -118.020188",33.972119,-118.020188,"26,265",Q3,No,0,4,Offer E,Yes,29.11,Yes,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.35,338.1,0,0,116.44,454.54,1,Churned,Yes,1,92,2220,Competitor,Competitor had better devices,No
4628-WQCQQ,Male,37,No,No,No,No,0,United States,California,Whittier,90603,"33.945318, -117.992066",33.945318,-117.992066,"19,109",Q3,No,0,35,,Yes,25.51,No,Yes,Fiber Optic,16,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,85.15,3030.6,0,0,892.85,3923.45,1,Churned,Yes,1,81,5928,Competitor,Competitor had better devices,No
1644-IRKSF,Female,48,No,No,Yes,No,0,United States,California,La Palma,90623,"33.850504, -118.039892",33.850504,-118.039892,"15,505",Q3,Yes,5,33,,Yes,20.02,No,Yes,Fiber Optic,27,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,93.8,3124.5,0,0,660.66,3785.16,3,Churned,Yes,1,76,5080,Attitude,Attitude of support person,Yes
3705-PSNGL,Male,49,No,No,No,No,0,United States,California,Cerritos,90703,"33.8681, -118.067402",33.8681,-118.067402,"51,556",Q3,No,0,45,Offer B,Yes,25.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.4,930.45,0,0,1143,2073.45,3,Churned,Yes,1,87,5398,Price,Long distance charges,No
2606-RMDHZ,Male,47,No,No,No,No,0,United States,California,Lakewood,90713,"33.847755, -118.112532",33.847755,-118.112532,"27,563",Q3,No,0,6,Offer E,No,0,No,Yes,DSL,14,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,30.5,208.7,0,0,0,208.7,1,Churned,Yes,1,93,4667,Competitor,Competitor had better devices,No
6861-OKBCE,Female,62,No,No,No,Yes,3,United States,California,Seal Beach,90740,"33.75462, -118.071128",33.75462,-118.071128,"24,180",Q3,No,0,11,Offer D,Yes,33.06,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.1,221.35,0,0,363.66,585.01,2,Churned,Yes,1,95,4500,Attitude,Attitude of support person,No
9940-RHLFB,Female,53,No,No,No,No,0,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,"1,107",Q3,No,0,1,Offer E,Yes,26.06,No,Yes,Fiber Optic,3,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.3,75.3,0,0,26.06,101.36,1,Churned,Yes,1,66,2176,Competitor,Competitor made better offer,No
1383-EZRWL,Female,62,No,No,No,No,0,United States,California,Long Beach,90810,"33.819814, -118.222416",33.819814,-118.222416,"35,656",Q3,No,0,7,Offer E,Yes,48.22,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.05,164.85,0,0,337.54,502.39,2,Churned,Yes,1,89,5595,Other,Moved,No
4759-TRPLW,Male,40,No,No,No,No,0,United States,California,Long Beach,90822,"33.778436, -118.118648",33.778436,-118.118648,425,Q3,No,0,1,Offer E,Yes,29.63,No,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.4,70.4,0,0,29.63,100.03,1,Churned,Yes,1,70,4238,Competitor,Competitor had better devices,No
8563-IIOXK,Male,24,Yes,No,Yes,No,0,United States,California,Duarte,91010,"34.145695, -117.95982",34.145695,-117.95982,"27,414",Q3,Yes,4,7,Offer E,Yes,36.14,No,Yes,DSL,85,Yes,No,No,No,No,No,Yes,Yes,One Year,Yes,Bank Withdrawal,49.75,331.3,0,0,252.98,584.28,1,Churned,Yes,1,75,5651,Competitor,Competitor offered higher download speeds,Yes
2982-VPSGI,Female,64,No,No,Yes,No,0,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,"23,984",Q3,Yes,1,11,Offer D,Yes,25.67,Yes,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94,1078.9,0,0,282.37,1361.27,1,Churned,Yes,1,67,2120,Competitor,Competitor made better offer,Yes
8199-ZLLSA,Male,53,No,No,No,No,0,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,"26,753",Q3,No,0,67,,Yes,22.66,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,118.35,7804.15,0,0,1518.22,9322.37,1,Churned,Yes,1,91,6255,Competitor,Competitor had better devices,No
4625-EWPTF,Male,55,No,No,No,No,0,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,"38,460",Q3,No,0,8,Offer E,No,0,No,Yes,Cable,4,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,30.45,226.45,0,0,0,226.45,1,Churned,Yes,1,94,4549,Competitor,Competitor had better devices,No
5980-NOPLP,Female,19,Yes,No,Yes,No,0,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,"10,253",Q3,Yes,4,44,,Yes,11.24,Yes,Yes,Fiber Optic,59,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.1,4364.1,0,0,494.56,4858.66,2,Churned,Yes,1,87,5606,Competitor,Competitor offered higher download speeds,Yes
9874-QLCLH,Female,38,No,No,Yes,No,0,United States,California,Northridge,91324,"34.238208, -118.55029",34.238208,-118.55029,"25,751",Q3,Yes,1,17,Offer D,Yes,4.91,Yes,Yes,Fiber Optic,15,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.2,1743.5,0,0,83.47,1826.97,1,Churned,Yes,1,79,2365,Competitor,Competitor offered more data,Yes
6000-APYLU,Male,39,No,No,No,No,0,United States,California,Valencia,91355,"34.43987, -118.644609",34.43987,-118.644609,"24,977",Q3,No,0,9,,Yes,20.34,No,Yes,Fiber Optic,7,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.8,713.1,0,0,183.06,896.16,3,Churned,Yes,1,90,3890,Competitor,Competitor offered more data,No
0947-IDHRQ,Female,21,Yes,No,No,No,0,United States,California,Woodland Hills,91367,"34.178068, -118.615714",34.178068,-118.615714,"36,123",Q3,No,0,7,,Yes,39.21,No,Yes,Fiber Optic,42,No,No,No,No,Yes,No,Yes,No,Month-to-Month,Yes,Mailed Check,80.3,526.7,0,10,274.47,811.17,2,Churned,Yes,1,75,3949,Competitor,Competitor made better offer,No
9048-JVYVF,Male,48,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,3,,Yes,35.64,No,Yes,Cable,6,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.35,191.35,0,0,106.92,298.27,2,Churned,Yes,1,91,3520,Other,Don't know,No
1902-XBTFB,Male,39,No,No,No,No,0,United States,California,North Hollywood,91605,"34.207295, -118.400022",34.207295,-118.400022,"57,146",Q3,No,0,22,Offer D,Yes,39.58,No,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.4,2001.5,0,0,870.76,2872.26,2,Churned,Yes,1,91,5438,Dissatisfaction,Lack of self-service on Website,No
2794-XIMMO,Male,61,No,No,Yes,No,0,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,"23,079",Q3,Yes,1,53,,No,0,No,Yes,DSL,13,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,60.45,3184.25,0,0,0,3184.25,2,Churned,Yes,1,91,5650,Price,Lack of affordable download/upload speed,Yes
8382-SHQEH,Female,58,No,No,Yes,No,0,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,"12,937",Q3,Yes,1,8,,Yes,29,Yes,Yes,Fiber Optic,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.9,764.95,0,0,232,996.95,1,Churned,Yes,1,85,2656,Price,Long distance charges,Yes
2983-ZANRP,Female,27,Yes,No,Yes,No,0,United States,California,La Puente,91744,"34.031441, -117.936436",34.031441,-117.936436,"84,965",Q3,Yes,1,2,,Yes,8.5,No,Yes,Fiber Optic,59,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,73.55,145.4,0,0,17,162.4,1,Churned,Yes,1,90,5799,Competitor,Competitor had better devices,Yes
7845-URHJN,Female,24,Yes,No,Yes,No,0,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,"53,686",Q3,Yes,1,8,,Yes,11.35,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.15,156.25,0,0,90.8,247.05,3,Churned,Yes,1,91,4785,Price,Price too high,Yes
3034-ZBEQN,Female,31,No,No,Yes,No,0,United States,California,La Puente,91746,"34.038983, -117.991372",34.038983,-117.991372,"30,802",Q3,Yes,1,48,,No,0,No,Yes,DSL,22,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Mailed Check,34.7,1604.5,0,0,0,1604.5,2,Churned,Yes,1,90,5995,Dissatisfaction,Product dissatisfaction,Yes
0302-JOIVN,Female,47,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232354",32.787836,-117.232376,"46,086",Q3,Yes,1,8,,Yes,16.88,No,Yes,Fiber Optic,6,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,101.15,842.9,0,0,135.04,977.94,2,Churned,Yes,1,76,2750,Competitor,Competitor made better offer,Yes
5366-IJEQJ,Male,20,Yes,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232355",32.787836,-117.232376,"46,086",Q3,No,0,20,Offer D,Yes,5.54,Yes,Yes,Fiber Optic,59,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.7,1761.45,0,0,110.8,1872.25,1,Churned,Yes,1,86,4115,Other,Don't know,No
1981-INRFU,Female,44,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232356",32.787836,-117.232376,"46,086",Q3,No,0,2,,Yes,8.32,No,Yes,Fiber Optic,16,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.75,164.5,0,0,16.64,181.14,3,Churned,Yes,1,91,5172,Competitor,Competitor made better offer,No
4971-PUYQO,Female,48,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232357",32.787836,-117.232376,"46,086",Q3,No,0,27,,Yes,11.09,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,94.55,2724.6,0,0,299.43,3024.03,2,Churned,Yes,1,89,4464,Competitor,Competitor made better offer,No
1527-SXDPN,Male,63,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232359",32.787836,-117.232376,"46,086",Q3,Yes,1,52,,Yes,46.59,Yes,Yes,Fiber Optic,26,No,No,Yes,Yes,No,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,96.25,4990.25,0,120,2422.68,7532.93,3,Churned,Yes,1,90,4751,Competitor,Competitor made better offer,Yes
8634-CILSZ,Male,52,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232361",32.787836,-117.232376,"46,086",Q3,No,0,69,Offer A,Yes,20.44,Yes,Yes,Fiber Optic,3,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.7,7220.35,0,0,1410.36,8630.71,3,Churned,Yes,1,71,6350,Competitor,Competitor made better offer,No
6682-QJDGB,Male,20,Yes,No,No,Yes,1,United States,California,San Diego,92109,"32.787836, -117.232362",32.787836,-117.232376,"46,086",Q3,No,0,40,,Yes,8.08,No,Yes,DSL,76,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.25,2139.2,0,0,323.2,2462.4,1,Churned,Yes,1,65,2810,Competitor,Competitor made better offer,No
8780-IXSTS,Female,53,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232363",32.787836,-117.232376,"46,086",Q3,No,0,6,,Yes,1.15,Yes,Yes,Fiber Optic,3,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.1,521.3,0,0,6.9,528.2,1,Churned,Yes,1,71,5656,Competitor,Competitor made better offer,No
9530-EHPOH,Male,60,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232364",32.787836,-117.232376,"46,086",Q3,No,0,11,Offer D,Yes,15.03,Yes,Yes,DSL,13,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,53.75,608,0,0,165.33,773.33,1,Churned,Yes,1,91,3407,Competitor,Competitor made better offer,No
0345-HKJVM,Female,43,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232365",32.787836,-117.232376,"46,086",Q3,No,0,6,,Yes,2.6,No,Yes,Fiber Optic,22,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,89.3,577.6,0,0,15.6,593.2,1,Churned,Yes,1,91,5800,Other,Don't know,No
3049-SOLAY,Female,21,Yes,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232366",32.787836,-117.232376,"46,086",Q3,Yes,5,3,,Yes,23.26,Yes,Yes,Fiber Optic,42,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,95.2,292.85,0,20,69.78,382.63,1,Churned,Yes,1,86,4176,Competitor,Competitor made better offer,Yes
3235-ETOOB,Male,51,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232368",32.787836,-117.232376,"46,086",Q3,Yes,1,8,,Yes,47.91,No,Yes,Fiber Optic,23,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.5,609.9,0,0,383.28,993.18,2,Churned,Yes,1,88,3683,Competitor,Competitor made better offer,Yes
8058-INTPH,Female,57,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232369",32.787836,-117.232376,"46,086",Q3,No,0,1,,Yes,22.48,No,Yes,Fiber Optic,5,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.65,79.65,0,0,22.48,102.13,3,Churned,Yes,1,71,2119,Competitor,Competitor made better offer,No
8821-XNHVZ,Female,53,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232371",32.787836,-117.232376,"46,086",Q3,Yes,1,1,,Yes,39.79,No,Yes,Fiber Optic,7,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,80.05,80.05,0,0,39.79,119.84,3,Churned,Yes,1,82,2943,Competitor,Competitor made better offer,Yes
2082-OJVTK,Male,25,Yes,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232372",32.787836,-117.232376,"46,086",Q3,Yes,1,29,,Yes,4,Yes,Yes,Fiber Optic,48,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.2,2698.35,0,0,116,2814.35,1,Churned,Yes,1,91,5292,Competitor,Competitor made better offer,Yes
5940-NFXKV,Male,59,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232373",32.787836,-117.232376,"46,086",Q3,Yes,1,19,,Yes,14.09,Yes,Yes,Fiber Optic,25,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,83.65,1465.75,0,130,267.71,1863.46,2,Churned,Yes,1,88,3427,Competitor,Competitor made better offer,Yes
8053-WWDRO,Female,62,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232374",32.787836,-117.232376,"46,086",Q3,Yes,1,6,,Yes,31.7,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.5,146.3,0,0,190.2,336.5,3,Churned,Yes,1,67,5579,Competitor,Competitor made better offer,Yes
9564-KCLHR,Male,58,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232375",32.787836,-117.232376,"46,086",Q3,No,0,1,,Yes,6.44,No,Yes,DSL,4,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,51.25,51.25,0,0,6.44,57.69,1,Churned,Yes,1,94,2180,Competitor,Competitor made better offer,No
2082-CEFLT,Male,31,No,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232376",32.787836,-117.232376,"46,086",Q3,No,0,1,Offer E,Yes,11.73,No,Yes,DSL,24,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.6,45.6,0,0,11.73,57.33,1,Churned,Yes,1,88,3037,Competitor,Competitor made better offer,No
1213-NGCUN,Female,49,No,No,No,No,0,United States,California,San Diego,92111,"32.805518, -117.169052",32.805518,-117.169052,"46,828",Q3,No,0,6,Offer E,Yes,48.89,No,Yes,DSL,22,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.65,267.35,0,0,293.34,560.69,2,Churned,Yes,1,88,4248,Dissatisfaction,Lack of self-service on Website,No
5688-KZTSN,Male,59,No,No,Yes,Yes,3,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,Yes,1,15,,Yes,31.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20,288.05,0,0,467.1,755.15,1,Churned,Yes,1,73,4672,Competitor,Competitor made better offer,Yes
2894-QOJRX,Female,19,Yes,No,Yes,No,0,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,"30,206",Q3,Yes,1,25,Offer C,No,0,No,Yes,Cable,82,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,34,853,0,0,0,853,1,Churned,Yes,1,93,5024,Competitor,Competitor had better devices,Yes
3143-JQEGI,Female,52,No,No,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,1,13,,Yes,17.83,No,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,88.35,1222.8,0,0,231.79,1454.59,2,Churned,Yes,1,81,3740,Competitor,Competitor made better offer,Yes
6386-SZZKH,Female,38,No,No,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,1,49,,Yes,6.45,Yes,Yes,Fiber Optic,10,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,107.95,5293.2,0,0,316.05,5609.25,2,Churned,Yes,1,92,5785,Competitor,Competitor made better offer,Yes
3521-SYVOR,Female,26,Yes,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,37,Offer C,Yes,3.27,No,Yes,Cable,71,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,64.75,2345.2,0,0,120.99,2466.19,1,Churned,Yes,1,80,5554,Attitude,Attitude of support person,No
9526-JAWYF,Male,49,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,26,Offer C,Yes,6.24,No,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,89.8,2335.3,0,0,162.24,2497.54,1,Churned,Yes,1,71,3452,Competitor,Competitor made better offer,No
5649-VUKMC,Female,61,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,12,,Yes,34.81,No,Yes,Fiber Optic,16,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Mailed Check,95.5,1115.15,0,0,417.72,1532.87,2,Churned,Yes,1,88,3538,Competitor,Competitor made better offer,No
4919-IKATY,Male,64,No,No,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,3,5,Offer E,Yes,36.88,Yes,Yes,Fiber Optic,8,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.5,453.75,0,0,184.4,638.15,1,Churned,Yes,1,91,5141,Competitor,Competitor made better offer,Yes
9050-QLROH,Male,26,Yes,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,18,,Yes,28.59,Yes,Yes,Fiber Optic,26,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,90.7,1597.25,0,0,514.62,2111.87,1,Churned,Yes,1,89,2931,Competitor,Competitor made better offer,No
0877-SDMBN,Female,20,Yes,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,54,,Yes,43.47,Yes,Yes,Fiber Optic,82,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.95,5639.05,0,0,2347.38,7986.43,3,Churned,Yes,1,91,6117,Competitor,Competitor made better offer,No
8065-YKXKD,Female,39,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,10,,Yes,5.63,Yes,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.75,799.65,0,0,56.3,855.95,1,Churned,Yes,1,69,5578,Other,Don't know,No
9637-EIHEQ,Female,20,Yes,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,1,,Yes,22.82,No,Yes,Cable,27,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.8,50.8,0,0,22.82,73.62,2,Churned,Yes,1,68,4535,Competitor,Competitor made better offer,No
9689-PTNPG,Male,42,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,2,Offer E,Yes,39.03,No,Yes,Fiber Optic,30,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.25,144.55,0,10,78.06,232.61,1,Churned,Yes,1,80,5055,Competitor,Competitor made better offer,No
9465-RWMXL,Male,62,No,No,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,1,32,Offer C,Yes,22.57,Yes,Yes,Fiber Optic,11,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.9,2447.95,0,0,722.24,3170.19,3,Churned,Yes,1,90,5949,Competitor,Competitor made better offer,Yes
2362-IBOOY,Male,22,Yes,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,36,Offer C,Yes,43.97,Yes,Yes,Fiber Optic,42,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.75,3050.15,0,0,1582.92,4633.07,3,Churned,Yes,1,76,5272,Competitor,Competitor made better offer,No
0843-WTBXE,Male,38,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,53,,Yes,16.43,Yes,Yes,Fiber Optic,29,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,85.45,4517.25,0,0,870.79,5388.04,1,Churned,Yes,1,90,4753,Other,Don't know,No
5515-IDEJJ,Male,46,No,No,Yes,Yes,1,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,4,1,Offer E,Yes,45.77,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.9,19.9,0,0,45.77,65.67,1,Churned,Yes,1,67,5441,Competitor,Competitor made better offer,Yes
5376-DEQCP,Female,48,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,1,,Yes,27.12,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.6,70.6,0,0,27.12,97.72,3,Churned,Yes,1,85,4063,Competitor,Competitor made better offer,No
9095-HFAFX,Female,61,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,5,Offer E,Yes,20.2,No,Yes,Fiber Optic,23,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,81,389.6,0,10,101,500.6,2,Churned,Yes,1,96,3718,Competitor,Competitor made better offer,No
2379-ENZGV,Male,61,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,6,Offer E,Yes,39.32,No,Yes,Fiber Optic,12,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.85,523.5,0,0,235.92,759.42,2,Churned,Yes,1,72,3420,Competitor,Competitor made better offer,No
2722-VOJQL,Male,30,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,64,,Yes,24.23,Yes,Yes,Fiber Optic,73,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,105.65,6903.1,0,0,1550.72,8453.82,1,Churned,Yes,1,91,4870,Other,Don't know,No
5228-EXCET,Male,40,No,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,13,,Yes,12.54,No,Yes,Fiber Optic,20,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.85,1008.7,0,0,163.02,1171.72,1,Churned,Yes,1,85,5964,Competitor,Competitor made better offer,No
7394-FKDNK,Female,62,No,No,Yes,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,3,9,Offer E,Yes,26.51,No,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,89.45,853.1,0,0,238.59,1091.69,2,Churned,Yes,1,91,4971,Competitor,Competitor made better offer,Yes
6331-LWDTQ,Male,49,No,No,No,No,0,United States,California,Rialto,92377,"34.156758, -117.404686",34.156758,-117.404686,"18,518",Q3,No,0,10,,Yes,33.75,Yes,Yes,DSL,11,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,72.15,794.25,0,80,337.5,1211.75,2,Churned,Yes,1,91,2457,Dissatisfaction,Limited range of services,No
1597-FZREH,Female,39,No,No,No,No,0,United States,California,Shoshone,92384,"35.924252, -116.188668",35.924252,-116.188668,87,Q3,No,0,2,Offer E,Yes,41.64,No,Yes,DSL,25,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,76.4,160.8,0,0,83.28,244.08,2,Churned,Yes,1,91,3005,Price,Lack of affordable download/upload speed,No
0727-IWKVK,Male,35,No,No,Yes,No,0,United States,California,Yermo,92398,"35.013299, -116.834092",35.013299,-116.834092,"1,195",Q3,No,0,9,Offer E,Yes,19.18,No,Yes,Fiber Optic,27,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.9,741.7,0,0,172.62,914.32,2,Churned,Yes,1,91,4748,Price,Extra data charges,Yes
3512-IZIKN,Female,57,No,No,Yes,No,0,United States,California,San Bernardino,92404,"34.183286, -117.221722",34.183286,-117.221722,"53,636",Q3,Yes,1,70,Offer A,Yes,42.67,Yes,Yes,DSL,24,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,65.3,4759.75,0,0,2986.9,7746.65,1,Churned,Yes,1,85,5591,Dissatisfaction,Product dissatisfaction,Yes
6141-OOXUQ,Male,43,No,No,No,No,0,United States,California,San Bernardino,92411,"34.122501, -117.320138",34.122501,-117.320138,"23,146",Q3,No,0,1,Offer E,Yes,17.25,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.65,19.65,0,0,17.25,36.9,2,Churned,Yes,1,69,5717,Dissatisfaction,Service dissatisfaction,No
7503-ZGUZJ,Male,25,Yes,No,No,No,0,United States,California,Riverside,92505,"33.920907, -117.489426",33.920907,-117.489426,"38,446",Q3,No,0,1,,Yes,22.3,Yes,Yes,Fiber Optic,51,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Mailed Check,84.65,84.65,0,40,22.3,146.95,1,Churned,Yes,1,79,4261,Dissatisfaction,Lack of self-service on Website,No
8718-PTMEZ,Female,46,No,No,No,No,0,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,"38,519",Q3,No,0,13,,No,0,No,Yes,Cable,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,31.05,347.25,0,0,0,347.25,2,Churned,Yes,1,90,5131,Other,Don't know,No
2207-OBZNX,Male,56,No,No,No,No,0,United States,California,Aguanga,92536,"33.482243, -116.827173",33.482243,-116.827173,"2,433",Q3,No,0,7,,Yes,34.49,No,Yes,Cable,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,51,354.05,0,0,241.43,595.48,1,Churned,Yes,1,90,3736,Attitude,Attitude of service provider,No
6142-VSJQO,Female,27,Yes,No,Yes,Yes,3,United States,California,Homeland,92548,"33.761894, -117.120868",33.761894,-117.120868,"4,283",Q3,No,0,1,,Yes,40.42,No,Yes,Cable,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.35,44.35,0,0,40.42,84.77,2,Churned,Yes,1,90,4599,Attitude,Attitude of support person,Yes
6437-UKHMV,Female,31,No,No,No,No,0,United States,California,Moreno Valley,92557,"33.970661, -117.255039",33.970661,-117.255039,"46,214",Q3,No,0,7,,Yes,28.92,No,Yes,Fiber Optic,16,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.7,586.05,0,0,202.44,788.49,2,Churned,Yes,1,91,3109,Attitude,Attitude of support person,No
1114-CENIM,Male,43,No,No,No,Yes,2,United States,California,San Jacinto,92582,"33.806708, -117.02007",33.806708,-117.02007,"4,456",Q3,No,0,54,,Yes,6.7,Yes,Yes,Cable,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55,3092.65,0,0,361.8,3454.45,1,Churned,Yes,1,84,5282,Other,Don't know,No
6289-CPNLD,Male,33,No,No,Yes,No,0,United States,California,Temecula,92591,"33.540604, -117.10909",33.540604,-117.10909,"25,655",Q3,Yes,3,33,Offer C,Yes,33.32,No,Yes,DSL,4,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,73.9,2405.05,0,0,1099.56,3504.61,1,Churned,Yes,1,73,5374,Competitor,Competitor had better devices,Yes
5536-SLHPM,Female,38,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,5,55,,Yes,19.41,Yes,Yes,Fiber Optic,4,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,77.75,4458.15,0,0,1067.55,5525.7,2,Churned,Yes,1,79,4398,Competitor,Competitor made better offer,Yes
8837-VVWLQ,Female,35,No,No,No,No,0,United States,California,Capistrano Beach,92624,"33.458754, -117.665104",33.458754,-117.665104,"7,465",Q3,No,0,8,,Yes,32.31,No,Yes,Fiber Optic,6,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,84.95,668.4,0,0,258.48,926.88,1,Churned,Yes,1,81,4437,Other,Moved,No
2696-NARTR,Male,40,No,No,No,No,0,United States,California,Corona Del Mar,92625,"33.600987, -117.862734",33.600987,-117.862734,"13,422",Q3,No,0,11,,Yes,44.94,No,Yes,Fiber Optic,25,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.85,926.25,0,0,494.34,1420.59,2,Churned,Yes,1,66,3634,Other,Moved,No
7614-QVWQL,Male,57,No,No,Yes,No,0,United States,California,Costa Mesa,92627,"33.645672, -117.922613",33.645672,-117.922613,"62,069",Q3,Yes,2,49,,No,0,No,Yes,DSL,5,No,Yes,No,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,51.8,2541.25,0,50,0,2591.25,2,Churned,Yes,1,67,5375,Other,Moved,Yes
1809-DMJHQ,Female,56,No,No,No,Yes,1,United States,California,Newport Beach,92660,"33.634626, -117.874882",33.634626,-117.874882,"28,687",Q3,No,0,5,,Yes,23.89,No,Yes,DSL,14,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,46,221.7,0,0,119.45,341.15,1,Churned,Yes,1,85,4846,Competitor,Competitor had better devices,No
6923-EFPNL,Male,39,No,No,No,No,0,United States,California,Silverado,92676,"33.782346, -117.635263",33.782346,-117.635263,"1,859",Q3,No,0,4,,Yes,9.98,Yes,Yes,DSL,13,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,51.75,201.1,0,0,39.92,241.02,1,Churned,Yes,1,83,3865,Competitor,Competitor had better devices,No
9574-RKJIF,Male,52,No,No,Yes,No,0,United States,California,Trabuco Canyon,92679,"33.631119, -117.567346",33.631119,-117.567346,"32,268",Q3,Yes,1,30,Offer C,Yes,28.85,Yes,Yes,Fiber Optic,6,Yes,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,94.4,2838.7,0,80,865.5,3784.2,1,Churned,Yes,1,71,2792,Competitor,Competitor offered higher download speeds,Yes
2619-WFQWU,Female,34,No,No,No,No,0,United States,California,Mission Viejo,92692,"33.60693, -117.644253",33.60693,-117.644253,"46,227",Q3,No,0,1,,Yes,2.24,No,Yes,Fiber Optic,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,70.15,70.15,0,0,2.24,72.39,3,Churned,Yes,1,96,3208,Competitor,Competitor offered higher download speeds,No
0778-NELLA,Male,43,No,No,No,No,0,United States,California,Anaheim,92805,"33.830209, -117.906099",33.830209,-117.906099,"68,802",Q3,No,0,9,,No,0,No,Yes,DSL,9,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,34.7,296.1,0,0,0,296.1,1,Churned,Yes,1,95,5352,Competitor,Competitor offered higher download speeds,No
4614-NUVZD,Female,53,No,No,No,No,0,United States,California,Anaheim,92807,"33.848733, -117.788357",33.848733,-117.788357,"36,301",Q3,No,0,1,,Yes,22.86,No,Yes,Fiber Optic,24,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,81.1,81.1,0,0,22.86,103.96,3,Churned,Yes,1,85,2075,Competitor,Competitor offered more data,No
3803-KMQFW,Female,25,Yes,No,Yes,Yes,2,United States,California,Brea,92821,"33.930199, -117.862898",33.930199,-117.862898,"34,055",Q3,Yes,1,1,,Yes,37.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.55,20.55,0,0,37.92,58.47,3,Churned,Yes,1,78,3797,Attitude,Attitude of support person,Yes
6804-GDMOI,Female,39,No,No,No,No,0,United States,California,Brea,92823,"33.924143, -117.79387",33.924143,-117.79387,"1,408",Q3,No,0,61,,Yes,41.23,Yes,Yes,Fiber Optic,28,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,106.6,6428.4,0,0,2515.03,8943.43,3,Churned,Yes,1,68,4183,Competitor,Competitor offered more data,No
9572-MTILT,Male,47,No,No,Yes,No,0,United States,California,Fullerton,92833,"33.877639, -117.961212",33.877639,-117.961212,"46,105",Q3,Yes,7,59,,Yes,49.31,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,106.75,6252.9,0,40,2909.29,9202.19,1,Churned,Yes,1,81,4508,Competitor,Competitor made better offer,Yes
9611-CTWIH,Female,56,No,No,No,No,0,United States,California,Garden Grove,92841,"33.786738, -117.982564",33.786738,-117.982564,"31,428",Q3,No,0,3,,Yes,16.15,No,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.45,240.45,0,0,48.45,288.9,3,Churned,Yes,1,84,3591,Competitor,Competitor made better offer,No
0329-GTIAJ,Female,40,No,No,No,No,0,United States,California,Garden Grove,92844,"33.766476, -117.969795",33.766476,-117.969795,"23,481",Q3,No,0,3,,Yes,30.18,No,Yes,Fiber Optic,7,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.9,315.3,0,0,90.54,405.84,3,Churned,Yes,1,86,4330,Price,Price too high,No
6629-CZTTH,Male,62,No,No,No,No,0,United States,California,Orange,92865,"33.828779, -117.848299",33.828779,-117.848299,"18,058",Q3,No,0,1,,Yes,48.22,No,Yes,Cable,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,55.7,55.7,0,0,48.22,103.92,1,Churned,Yes,1,79,4629,Dissatisfaction,Product dissatisfaction,No
5364-EVNIB,Male,61,No,No,No,No,0,United States,California,Orange,92868,"33.787796, -117.875928",33.787796,-117.875928,"23,172",Q3,No,0,13,,Yes,30.88,No,Yes,Fiber Optic,3,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.8,973.45,0,0,401.44,1374.89,2,Churned,Yes,1,75,5067,Dissatisfaction,Service dissatisfaction,No
5087-SUURX,Female,46,No,No,Yes,No,0,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,"20,893",Q3,Yes,1,18,,No,0,No,Yes,Cable,30,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,39.05,669.85,0,0,0,669.85,3,Churned,Yes,1,66,2601,Dissatisfaction,Lack of self-service on Website,Yes
4929-BSTRX,Female,61,No,No,No,No,0,United States,California,Oxnard,93030,"34.223244, -119.18012",34.223244,-119.18012,"79,736",Q3,No,0,1,,Yes,1.59,No,Yes,Cable,14,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,53.55,53.55,0,0,1.59,55.14,1,Churned,Yes,1,79,2326,Price,Lack of affordable download/upload speed,No
2225-ZRGSG,Female,38,No,No,Yes,No,0,United States,California,Piru,93040,"34.432843, -118.730106",34.432843,-118.730106,"1,459",Q3,Yes,1,70,Offer A,Yes,5.48,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,93.9,6579.05,0,0,383.6,6962.65,1,Churned,Yes,1,95,6173,Price,Long distance charges,Yes
5271-YNWVR,Male,48,No,No,Yes,No,0,United States,California,Santa Paula,93060,"34.402343, -119.094824",34.402343,-119.094824,"32,511",Q3,Yes,1,68,Offer A,Yes,23.67,Yes,Yes,Fiber Optic,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,113.15,7856,0,0,1609.56,9465.56,1,Churned,Yes,1,90,4610,Price,Extra data charges,Yes
6330-JKLPC,Male,42,No,No,Yes,No,0,United States,California,Somis,93066,"34.297628, -119.014627",34.297628,-119.014627,"2,966",Q3,Yes,3,11,Offer D,Yes,11.5,Yes,Yes,Fiber Optic,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.5,896.9,0,0,126.5,1023.4,1,Churned,Yes,1,75,5119,Dissatisfaction,Product dissatisfaction,Yes
4667-OHGKG,Male,61,No,No,No,No,0,United States,California,Summerland,93067,"34.420998, -119.60137",34.420998,-119.60137,576,Q3,No,0,1,,Yes,49.2,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.3,19.3,0,0,49.2,68.5,3,Churned,Yes,1,91,4266,Dissatisfaction,Service dissatisfaction,No
1660-HSOOQ,Male,60,No,No,No,No,0,United States,California,Santa Barbara,93105,"34.037342, -119.80079",34.037342,-119.80079,"25,771",Q3,No,0,1,,Yes,4.18,No,Yes,DSL,8,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Credit Card,49.65,49.65,0,40,4.18,93.83,3,Churned,Yes,1,90,5338,Dissatisfaction,Lack of self-service on Website,No
7253-UVNDW,Female,52,No,No,No,No,0,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,"12,741",Q3,No,0,46,,Yes,45.2,No,Yes,DSL,17,No,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,54.35,2460.15,0,0,2079.2,4539.35,3,Churned,Yes,1,83,2793,Dissatisfaction,Network reliability,No
7228-OMTPN,Male,32,No,No,No,No,0,United States,California,Santa Barbara,93110,"34.437945, -119.77191",34.437945,-119.77191,"15,757",Q3,No,0,4,,Yes,49.14,No,Yes,Fiber Optic,15,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,88.45,370.65,0,0,196.56,567.21,3,Churned,Yes,1,91,2456,Other,Don't know,No
2344-JMOGN,Male,54,No,No,Yes,No,0,United States,California,Buttonwillow,93206,"35.451402, -119.488413",35.451402,-119.488413,"2,078",Q3,Yes,1,9,,Yes,17.47,No,Yes,Fiber Optic,6,No,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,94.85,890.6,0,0,157.23,1047.83,2,Churned,Yes,1,72,3016,Other,Don't know,Yes
3799-ISUZQ,Male,49,No,No,Yes,No,0,United States,California,California Hot Springs,93207,"35.865795, -118.69759",35.865795,-118.69759,226,Q3,Yes,9,7,,Yes,35.42,No,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.95,529.5,0,0,247.94,777.44,2,Churned,Yes,1,90,3296,Dissatisfaction,Poor expertise of online support,Yes
1794-HBQTJ,Female,22,Yes,No,No,No,0,United States,California,Corcoran,93212,"36.04533, -119.532424",36.04533,-119.532424,"23,506",Q3,No,0,1,Offer E,Yes,6.54,No,Yes,Cable,52,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.6,48.6,0,0,6.54,55.14,1,Churned,Yes,1,83,4207,Dissatisfaction,Poor expertise of phone support,No
4818-DRBQT,Male,29,Yes,No,Yes,No,0,United States,California,Farmersville,93223,"36.29878, -119.201028",36.29878,-119.201028,"8,644",Q3,Yes,1,29,Offer C,Yes,26.03,Yes,Yes,Fiber Optic,47,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.15,2265.25,0,0,754.87,3020.12,3,Churned,Yes,1,83,5189,Attitude,Attitude of support person,Yes
1320-HTRDR,Female,30,No,No,No,No,0,United States,California,Fellows,93224,"35.215731, -119.57013",35.215731,-119.57013,626,Q3,No,0,3,Offer E,Yes,47.51,Yes,Yes,Fiber Optic,85,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.5,220.6,0,0,142.53,363.13,2,Churned,Yes,1,79,5948,Attitude,Attitude of service provider,No
1493-AMTIE,Male,28,Yes,No,No,No,0,United States,California,Ivanhoe,93235,"36.385818, -119.224243",36.385818,-119.224243,"4,517",Q3,No,0,1,Offer E,Yes,10.98,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.2,20.2,0,0,10.98,31.18,1,Churned,Yes,1,87,5394,Price,Long distance charges,No
6424-ELEYH,Female,39,No,No,Yes,No,0,United States,California,Lebec,93243,"34.845861, -118.885163",34.845861,-118.885163,"1,247",Q3,Yes,1,3,Offer E,Yes,35.18,Yes,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.75,229.5,0,0,105.54,335.04,1,Churned,Yes,1,65,3972,Competitor,Competitor had better devices,Yes
4391-RESHN,Male,49,No,No,No,No,0,United States,California,Lemon Cove,93244,"36.462671, -118.997291",36.462671,-118.997291,293,Q3,No,0,23,Offer D,Yes,16.28,Yes,Yes,Fiber Optic,2,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,104.05,2470.1,0,0,374.44,2844.54,1,Churned,Yes,1,93,5963,Competitor,Competitor had better devices,No
6821-BUXUX,Female,28,Yes,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,13,Offer D,Yes,17.02,Yes,Yes,Fiber Optic,41,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.65,1244.5,0,0,221.26,1465.76,1,Churned,Yes,1,65,2110,Competitor,Competitor made better offer,No
9801-GDWGV,Female,52,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,39,Offer C,Yes,34.74,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.45,3994.45,0,0,1354.86,5349.31,2,Churned,Yes,1,83,4811,Competitor,Competitor made better offer,No
2320-JRSDE,Female,33,No,No,Yes,Yes,1,United States,California,Richgrove,93261,"35.809921, -119.127437",35.809921,-119.127437,"2,956",Q3,Yes,1,1,,Yes,7.49,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.9,19.9,0,0,7.49,27.39,3,Churned,Yes,1,73,4633,Attitude,Attitude of service provider,Yes
0601-WZHJF,Male,53,No,No,Yes,No,0,United States,California,Shafter,93263,"35.490705, -119.286833",35.490705,-119.286833,"15,177",Q3,Yes,1,14,Offer D,No,0,No,Yes,DSL,12,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,46.35,667.7,0,0,0,667.7,3,Churned,Yes,1,76,5360,Attitude,Attitude of service provider,Yes
5143-WMWOG,Male,62,No,No,No,No,0,United States,California,Stratford,93266,"36.175255, -119.813805",36.175255,-119.813805,"1,729",Q3,No,0,1,,Yes,17.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.95,19.95,0,0,17.61,37.56,2,Churned,Yes,1,83,2051,Attitude,Attitude of support person,No
5393-RXQSZ,Male,40,No,No,No,No,0,United States,California,Taft,93268,"35.184837, -119.402525",35.184837,-119.402525,"14,937",Q3,No,0,1,,Yes,19.32,No,Yes,Fiber Optic,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,79.6,79.6,0,0,19.32,98.92,3,Churned,Yes,1,91,2199,Attitude,Attitude of support person,No
0231-LXVAP,Male,23,Yes,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,1,,Yes,44.56,No,Yes,Fiber Optic,27,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.9,75.9,0,0,44.56,120.46,3,Churned,Yes,1,66,3389,Competitor,Competitor made better offer,No
9444-JTXHZ,Male,53,No,No,Yes,No,0,United States,California,Tulare,93274,"36.185471, -119.375243",36.185471,-119.375243,"56,101",Q3,Yes,1,1,,Yes,35.15,No,Yes,Fiber Optic,14,No,No,Yes,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,76.2,76.2,0,50,35.15,161.35,3,Churned,Yes,1,83,5973,Other,Don't know,Yes
5510-BOIUJ,Male,35,No,No,No,Yes,7,United States,California,Visalia,93277,"36.303793, -119.375646",36.303793,-119.375646,"44,741",Q3,No,0,1,,Yes,12.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.25,19.25,0,0,12.81,32.06,3,Churned,Yes,1,80,5437,Attitude,Attitude of service provider,No
4471-KXAUH,Female,58,No,No,Yes,No,0,United States,California,Woody,93287,"35.710244, -118.881679",35.710244,-118.881679,88,Q3,Yes,1,42,,Yes,10.73,Yes,Yes,Fiber Optic,22,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.3,3588.4,0,0,450.66,4039.06,3,Churned,Yes,1,91,2514,Attitude,Attitude of service provider,Yes
7638-QVMVY,Female,63,No,No,No,No,0,United States,California,Visalia,93292,"36.37559, -119.211689",36.37559,-119.211689,"30,395",Q3,No,0,7,,Yes,26.09,No,Yes,Fiber Optic,2,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79,522.95,0,0,182.63,705.58,2,Churned,Yes,1,92,3735,Attitude,Attitude of support person,No
3244-DCJWY,Female,27,Yes,No,No,No,0,United States,California,Bakersfield,93312,"35.392599, -119.245341",35.392599,-119.245341,"40,836",Q3,No,0,1,Offer E,Yes,23,No,Yes,Fiber Optic,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.25,70.25,0,0,23,93.25,1,Churned,Yes,1,89,4133,Competitor,Competitor had better devices,No
7812-FZHPE,Female,31,No,No,Yes,Yes,2,United States,California,Bradley,93426,"35.842889, -121.004862",35.842889,-121.004862,"1,363",Q3,Yes,1,17,Offer D,Yes,18.26,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.1,409.9,0,0,310.42,720.32,1,Churned,Yes,1,86,4648,Price,Long distance charges,Yes
4797-AXPXK,Female,64,No,No,No,Yes,2,United States,California,Lompoc,93436,"34.601055, -120.382917",34.601055,-120.382917,"51,737",Q3,No,0,1,Offer E,Yes,43.48,No,Yes,DSL,16,Yes,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,60,60,0,10,43.48,113.48,1,Churned,Yes,1,93,4531,Attitude,Attitude of service provider,No
5229-PRWKT,Male,47,No,No,No,No,0,United States,California,Lompoc,93437,"34.757477, -120.550507",34.757477,-120.550507,"6,165",Q3,No,0,8,Offer E,Yes,24.76,Yes,Yes,Fiber Optic,2,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86.55,649.65,0,0,198.08,847.73,3,Churned,Yes,1,80,4193,Attitude,Attitude of service provider,No
5057-LCOUI,Female,35,No,No,No,No,0,United States,California,Nipomo,93444,"35.050345, -120.489599",35.050345,-120.489599,"15,405",Q3,No,0,39,Offer C,No,0,No,Yes,DSL,4,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.75,2011.4,0,0,0,2011.4,3,Churned,Yes,1,94,4119,Attitude,Attitude of support person,No
0156-FVPTA,Male,48,No,No,Yes,No,0,United States,California,Solvang,93463,"34.624399, -120.137875",34.624399,-120.137875,"7,958",Q3,Yes,1,22,Offer D,Yes,27.24,No,Yes,DSL,21,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.2,1152.7,0,0,599.28,1751.98,2,Churned,Yes,1,87,5102,Attitude,Attitude of service provider,Yes
1984-FCOWB,Female,21,Yes,No,Yes,No,0,United States,California,Templeton,93465,"35.536115, -120.739231",35.536115,-120.739231,"7,918",Q3,Yes,1,70,Offer A,Yes,41.88,Yes,Yes,Fiber Optic,59,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,109.5,7674.55,0,150,2931.6,10756.15,2,Churned,Yes,1,91,4191,Attitude,Attitude of service provider,Yes
0654-HMSHN,Male,45,No,No,Yes,No,0,United States,California,Mojave,93501,"35.097323, -118.171288",35.097323,-118.171288,"4,882",Q3,Yes,1,21,Offer D,Yes,42.65,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,104.4,2157.95,0,0,895.65,3053.6,2,Churned,Yes,1,77,3796,Attitude,Attitude of support person,Yes
5196-SGOAK,Female,39,No,No,No,No,0,United States,California,Caliente,93518,"35.358953, -118.527064",35.358953,-118.527064,"1,022",Q3,No,0,1,Offer E,Yes,9.05,No,Yes,Fiber Optic,21,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.7,75.7,0,0,9.05,84.75,3,Churned,Yes,1,93,4884,Attitude,Attitude of support person,No
6108-OQZDQ,Female,21,Yes,No,Yes,No,0,United States,California,Keene,93531,"35.214982, -118.59049",35.214982,-118.59049,"1,436",Q3,Yes,4,4,Offer E,Yes,9.98,Yes,Yes,Fiber Optic,51,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.95,384.5,0,0,39.92,424.42,3,Churned,Yes,1,72,2570,Attitude,Attitude of service provider,Yes
0363-QJVFX,Male,22,Yes,No,No,No,0,United States,California,Lake Hughes,93532,"34.659579, -118.584212",34.659579,-118.584212,"2,771",Q3,No,0,32,Offer C,Yes,27.69,Yes,Yes,Fiber Optic,73,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,108.15,3432.9,0,0,886.08,4318.98,1,Churned,Yes,1,69,2541,Attitude,Attitude of service provider,No
9840-DVNDC,Male,45,No,No,No,No,0,United States,California,Lancaster,93536,"34.741406, -118.38111",34.741406,-118.38111,"49,309",Q3,No,0,6,,Yes,6.4,No,Yes,Fiber Optic,26,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,80.5,463.05,0,10,38.4,511.45,2,Churned,Yes,1,96,2181,Attitude,Attitude of support person,No
8042-JVNFH,Male,23,Yes,No,No,No,0,United States,California,Olancha,93549,"36.296851, -117.865469",36.296851,-117.865469,318,Q3,No,0,1,,Yes,35.28,No,Yes,Fiber Optic,51,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,71.35,71.35,0,0,35.28,106.63,3,Churned,Yes,1,92,5730,Attitude,Attitude of support person,No
3374-LXDEV,Female,42,No,No,No,No,0,United States,California,Pearblossom,93553,"34.445239, -117.894868",34.445239,-117.894868,"1,613",Q3,No,0,13,Offer D,Yes,8.59,Yes,Yes,Fiber Optic,15,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,89.4,1132.35,0,0,111.67,1244.02,1,Churned,Yes,1,75,2226,Competitor,Competitor had better devices,No
5049-GLYVG,Male,56,No,No,No,No,0,United States,California,Badger,93603,"36.64545, -118.924982",36.64545,-118.924982,273,Q3,No,0,1,Offer E,Yes,47.26,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.6,20.6,0,0,47.26,67.86,1,Churned,Yes,1,90,3618,Price,Long distance charges,No
5883-GTGVD,Male,54,No,No,No,No,0,United States,California,Biola,93606,"36.798882, -120.019511",36.798882,-120.019511,807,Q3,No,0,19,Offer D,Yes,2.19,Yes,Yes,Fiber Optic,18,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.95,1931.75,0,0,41.61,1973.36,1,Churned,Yes,1,76,3670,Competitor,Competitor had better devices,No
4817-QRJSX,Female,46,No,No,No,No,0,United States,California,Clovis,93612,"36.814539, -119.711868",36.814539,-119.711868,"33,856",Q3,No,0,10,Offer D,Yes,49.5,Yes,Yes,Fiber Optic,19,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,81,818.05,0,0,495,1313.05,2,Churned,Yes,1,95,2946,Attitude,Attitude of support person,No
9985-MWVIX,Female,53,No,No,No,No,0,United States,California,Hume,93628,"36.807595, -118.901544",36.807595,-118.901544,93,Q3,No,0,1,Offer E,Yes,42.09,No,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.15,70.15,0,0,42.09,112.24,1,Churned,Yes,1,90,5773,Competitor,Competitor had better devices,No
2237-ZFSMY,Female,29,Yes,No,No,No,0,United States,California,Riverdale,93656,"36.452211, -119.94575",36.452211,-119.94575,"5,729",Q3,No,0,39,Offer C,Yes,4.48,No,Yes,Fiber Optic,71,Yes,No,Yes,Yes,Yes,No,Yes,Yes,One Year,Yes,Bank Withdrawal,95.55,3692.85,0,0,174.72,3867.57,1,Churned,Yes,1,73,2767,Attitude,Attitude of service provider,No
6711-VTNRE,Female,42,No,No,No,No,0,United States,California,Tranquillity,93668,"36.635661, -120.288644",36.635661,-120.288644,"1,130",Q3,No,0,36,,Yes,27.72,No,Yes,Fiber Optic,24,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,87.55,3078.1,0,0,997.92,4076.02,1,Churned,Yes,1,92,2558,Competitor,Competitor had better devices,No
4548-SDBKE,Female,26,Yes,No,No,No,0,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,No,0,5,Offer E,Yes,34.49,Yes,Yes,Fiber Optic,46,No,No,No,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.2,474.8,0,0,172.45,647.25,3,Churned,Yes,1,87,4109,Attitude,Attitude of service provider,No
8066-POXGX,Female,28,Yes,No,No,No,0,United States,California,Fresno,93720,"36.878709, -119.7645",36.878709,-119.7645,"45,087",Q3,No,0,13,Offer D,No,0,No,Yes,Cable,53,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,35.1,446.1,0,0,0,446.1,3,Churned,Yes,1,79,3104,Attitude,Attitude of service provider,No
4143-OOBWZ,Male,33,No,No,Yes,No,0,United States,California,Fresno,93726,"36.793601, -119.761131",36.793601,-119.761131,"39,148",Q3,No,0,5,Offer E,Yes,25.11,Yes,Yes,Fiber Optic,26,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.3,416.3,0,0,125.55,541.85,2,Churned,Yes,1,91,3819,Attitude,Attitude of service provider,Yes
7854-EKTJL,Female,31,No,No,No,Yes,5,United States,California,Salinas,93901,"36.64152, -121.622188",36.64152,-121.622188,"35,739",Q3,No,0,2,,Yes,29.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.6,35.85,0,0,59.62,95.47,3,Churned,Yes,1,66,2843,Attitude,Attitude of support person,No
9102-IAYHT,Female,29,Yes,No,Yes,No,0,United States,California,Salinas,93908,"36.624338, -121.615669",36.624338,-121.615669,"13,027",Q3,Yes,1,17,,Yes,47.76,Yes,Yes,Fiber Optic,26,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.45,1451.6,0,0,811.92,2263.52,3,Churned,Yes,1,94,3670,Attitude,Attitude of support person,Yes
3422-LYEPQ,Male,57,No,No,Yes,No,0,United States,California,Carmel By The Sea,93921,"36.554618, -121.922239",36.554618,-121.922239,"2,966",Q3,Yes,1,1,Offer E,Yes,18.84,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71,71,0,0,18.84,89.84,2,Churned,Yes,1,89,4207,Attitude,Attitude of support person,Yes
4361-JEIVL,Male,29,Yes,No,No,Yes,3,United States,California,Greenfield,93927,"36.248708, -121.386617",36.248708,-121.386617,"14,204",Q3,No,0,1,Offer E,Yes,7.14,No,Yes,DSL,52,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,44.4,44.4,0,0,7.14,51.54,3,Churned,Yes,1,82,4067,Attitude,Attitude of service provider,No
9507-EXLTT,Female,30,No,No,Yes,No,0,United States,California,Seaside,93955,"36.625114, -121.823565",36.625114,-121.823565,"38,244",Q3,Yes,2,1,Offer E,Yes,23.63,No,Yes,Fiber Optic,52,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.35,79.35,0,0,23.63,102.98,2,Churned,Yes,1,77,3492,Attitude,Attitude of support person,Yes
9846-GKXAS,Female,53,No,No,No,No,0,United States,California,Burlingame,94010,"37.57028, -122.365778",37.57028,-122.365778,"40,346",Q3,No,0,9,Offer E,Yes,1.34,No,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.8,809.75,0,0,12.06,821.81,3,Churned,Yes,1,70,2578,Attitude,Attitude of support person,No
6017-PPLPX,Male,47,No,No,Yes,No,0,United States,California,Daly City,94014,"37.691561, -122.445202",37.691561,-122.445202,"47,453",Q3,Yes,1,20,,Yes,16.49,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.45,1470.95,0,0,329.8,1800.75,1,Churned,Yes,1,87,4773,Competitor,Competitor had better devices,Yes
4581-SSPWD,Female,63,No,No,No,No,0,United States,California,Mountain View,94040,"37.380662, -122.086022",37.380662,-122.086022,"32,143",Q3,No,0,3,Offer E,Yes,5.2,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,75.8,246.3,0,10,15.6,271.9,1,Churned,Yes,1,93,5475,Competitor,Competitor had better devices,No
0378-NHQXU,Female,31,No,No,Yes,No,0,United States,California,South San Francisco,94080,"37.654436, -122.426468",37.654436,-122.426468,"60,599",Q3,Yes,7,17,,Yes,17.91,Yes,Yes,Fiber Optic,9,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,88.25,1460.65,0,0,304.47,1765.12,2,Churned,Yes,1,68,4041,Other,Deceased,Yes
4512-ZUIYL,Female,31,No,No,No,No,0,United States,California,Sunnyvale,94089,"37.421633, -122.009613",37.421633,-122.009613,"16,985",Q3,No,0,2,Offer E,Yes,37.76,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70,153.05,0,0,75.52,228.57,3,Churned,Yes,1,81,2928,Other,Moved,No
7969-AULMZ,Female,63,No,No,No,No,0,United States,California,San Francisco,94104,"37.791222, -122.402241",37.791222,-122.402241,384,Q3,No,0,21,,Yes,9.06,Yes,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.35,2119.5,0,0,190.26,2309.76,3,Churned,Yes,1,89,4321,Other,Moved,No
0568-ONFPC,Male,34,No,No,Yes,Yes,1,United States,California,San Francisco,94112,"37.720498, -122.443119",37.720498,-122.443119,"73,117",Q3,Yes,1,5,Offer E,Yes,40.05,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.9,135,0,0,200.25,335.25,1,Churned,Yes,1,83,2102,Other,Moved,Yes
0733-VUNUW,Male,43,No,No,No,No,0,United States,California,San Francisco,94114,"37.758085, -122.434801",37.758085,-122.434801,"30,587",Q3,No,0,24,,Yes,8.99,Yes,Yes,DSL,5,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,55.65,1400.55,0,60,215.76,1676.31,1,Churned,Yes,1,90,4126,Competitor,Competitor had better devices,No
4550-EVXNY,Female,52,No,No,No,No,0,United States,California,San Francisco,94115,"37.786031, -122.437301",37.786031,-122.437301,"33,122",Q3,No,0,1,Offer E,Yes,49.24,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.65,69.65,0,0,49.24,118.89,2,Churned,Yes,1,77,2418,Competitor,Competitor offered higher download speeds,No
2968-SSGAA,Female,41,No,No,No,No,0,United States,California,San Francisco,94117,"37.770533, -122.445121",37.770533,-122.445121,"38,756",Q3,No,0,10,,Yes,45.21,Yes,Yes,Fiber Optic,3,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.6,1060.2,0,0,452.1,1512.3,1,Churned,Yes,1,77,4001,Competitor,Competitor offered more data,No
6777-TGHTM,Female,44,No,No,No,No,0,United States,California,San Francisco,94122,"37.760412, -122.484966",37.760412,-122.484966,"55,504",Q3,No,0,53,,Yes,29.8,Yes,Yes,Fiber Optic,4,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,106.95,5785.5,0,0,1579.4,7364.9,1,Churned,Yes,1,90,5550,Competitor,Competitor had better devices,No
3538-WZPHD,Male,46,No,No,No,No,0,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,"20,643",Q3,No,0,3,Offer E,No,0,No,Yes,Cable,3,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.6,79.45,0,0,0,79.45,1,Churned,Yes,1,76,2734,Competitor,Competitor had better devices,No
8610-WFCJF,Female,53,No,No,Yes,No,0,United States,California,Palo Alto,94303,"37.45809, -122.115398",37.45809,-122.115398,"45,499",Q3,Yes,2,49,,Yes,49.63,Yes,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.6,4783.5,0,0,2431.87,7215.37,1,Churned,Yes,1,69,5732,Competitor,Competitor offered higher download speeds,Yes
4905-JEFDW,Male,39,No,No,No,No,0,United States,California,Palo Alto,94306,"37.416159, -122.131337",37.416159,-122.131337,"24,492",Q3,No,0,11,,No,0,No,Yes,DSL,5,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,41.6,470.6,0,0,0,470.6,2,Churned,Yes,1,81,3119,Competitor,Competitor offered higher download speeds,No
7881-INRLC,Male,34,No,No,No,No,0,United States,California,San Mateo,94403,"37.538309, -122.305109",37.538309,-122.305109,"37,926",Q3,No,0,45,Offer B,Yes,14.12,Yes,Yes,Fiber Optic,3,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,100.85,4740,0,0,635.4,5375.4,1,Churned,Yes,1,70,4898,Competitor,Competitor offered more data,No
0117-LFRMW,Male,52,No,No,Yes,Yes,1,United States,California,Angwin,94508,"38.542448, -122.419923",38.542448,-122.419923,"3,641",Q3,Yes,1,37,,No,0,No,Yes,DSL,23,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,40.2,1448.8,0,0,0,1448.8,2,Churned,Yes,1,80,3627,Competitor,Competitor offered more data,Yes
6172-FECYY,Male,55,No,No,Yes,No,0,United States,California,Antioch,94509,"37.980057, -121.801599",37.980057,-121.801599,"90,891",Q3,Yes,1,49,Offer B,Yes,39.6,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,84.5,4254.85,0,0,1940.4,6195.25,3,Churned,Yes,1,85,4639,Competitor,Competitor offered more data,Yes
4786-UKSNZ,Male,45,No,No,No,No,0,United States,California,Clayton,94517,"37.881842, -121.848111",37.881842,-121.848111,"14,239",Q3,No,0,1,Offer E,Yes,11.25,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.2,20.2,0,0,11.25,31.45,2,Churned,Yes,1,91,5418,Competitor,Competitor made better offer,No
4192-GORJT,Male,43,No,No,Yes,No,0,United States,California,Fremont,94555,"37.555473, -122.080312",37.555473,-122.080312,"33,883",Q3,Yes,1,5,,Yes,39.36,No,Yes,Fiber Optic,24,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.45,498.1,0,0,196.8,694.9,1,Churned,Yes,1,77,4580,Competitor,Competitor had better devices,Yes
7240-ETPTR,Female,51,No,No,Yes,No,0,United States,California,Pope Valley,94567,"38.672708, -122.403219",38.672708,-122.403219,494,Q3,Yes,1,9,,No,0,No,Yes,DSL,10,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,48.75,442.2,0,10,0,452.2,2,Churned,Yes,1,90,4359,Price,Lack of affordable download/upload speed,Yes
2202-CUYXZ,Male,25,Yes,No,No,No,0,United States,California,Dublin,94568,"37.713926, -121.928425",37.713926,-121.928425,"29,636",Q3,No,0,1,,Yes,36.07,No,Yes,Fiber Optic,41,No,No,Yes,No,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.85,84.85,0,0,36.07,120.92,1,Churned,Yes,1,77,3086,Competitor,Competitor had better devices,No
5995-OIGLP,Male,42,No,No,No,No,0,United States,California,Port Costa,94569,"38.035707, -122.196821",38.035707,-122.196821,173,Q3,No,0,12,,Yes,7.97,No,Yes,Cable,10,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,56.65,654.85,0,0,95.64,750.49,1,Churned,Yes,1,90,3043,Price,Extra data charges,No
6261-RCVNS,Female,22,Yes,No,No,No,0,United States,California,Rodeo,94572,"38.027218, -122.23463",38.027218,-122.23463,"8,506",Q3,No,0,42,Offer B,Yes,5.75,No,Yes,DSL,53,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,73.9,3160.55,0,0,241.5,3402.05,2,Churned,Yes,1,71,2774,Price,Price too high,No
7951-QKZPL,Female,21,Yes,No,Yes,No,0,United States,California,Saint Helena,94574,"38.581354, -122.296283",38.581354,-122.296283,"9,423",Q3,Yes,1,33,,Yes,35.31,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.5,740.3,35.05,0,1165.23,1870.48,3,Churned,Yes,1,77,5194,Price,Long distance charges,Yes
3640-PHQXK,Female,54,No,No,No,No,0,United States,California,Union City,94587,"37.59485, -122.051521",37.59485,-122.051521,"66,472",Q3,No,0,31,,Yes,6.33,Yes,Yes,Fiber Optic,11,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.9,2806.9,41.18,0,196.23,2961.95,2,Churned,Yes,1,85,2031,Dissatisfaction,Service dissatisfaction,No
8019-ENHXU,Male,50,No,No,Yes,No,0,United States,California,Oakland,94601,"37.776523, -122.219268",37.776523,-122.219268,"54,876",Q3,Yes,1,42,Offer B,Yes,34.65,Yes,Yes,Fiber Optic,9,No,Yes,Yes,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,99.45,4138.05,30.46,140,1455.3,5702.89,2,Churned,Yes,1,96,4624,Dissatisfaction,Network reliability,Yes
9033-EOXWV,Female,57,No,No,No,No,0,United States,California,Oakland,94603,"37.739113, -122.175602",37.739113,-122.175602,"31,392",Q3,No,0,12,,Yes,42.58,Yes,Yes,DSL,22,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,74.05,872.65,48.61,0,510.96,1335,3,Churned,Yes,1,94,4149,Other,Don't know,No
1522-VVDMG,Male,25,Yes,No,Yes,No,0,United States,California,Oakland,94611,"37.828416, -122.216005",37.828416,-122.216005,"36,517",Q3,Yes,1,7,,Yes,19.23,No,Yes,Fiber Optic,52,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.75,608.8,26.02,0,134.61,717.39,2,Churned,Yes,1,90,3807,Dissatisfaction,Poor expertise of online support,Yes
9185-TQCVP,Male,27,Yes,No,Yes,No,0,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,"15,882",Q3,Yes,1,14,,Yes,21.3,Yes,Yes,Fiber Optic,42,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.15,1139.2,38.48,0,298.2,1398.92,2,Churned,Yes,1,91,4550,Dissatisfaction,Poor expertise of phone support,Yes
8063-RJYNF,Male,27,Yes,No,No,No,0,United States,California,Richmond,94804,"37.921034, -122.341798",37.921034,-122.341798,"39,089",Q3,No,0,16,,Yes,20.44,No,Yes,Fiber Optic,59,Yes,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.25,1483.25,0,140,327.04,1950.29,1,Churned,Yes,1,73,2827,Competitor,Competitor offered higher download speeds,No
0687-ZVTHB,Male,24,Yes,No,Yes,No,0,United States,California,Richmond,94805,"37.941456, -122.320968",37.941456,-122.320968,"13,984",Q3,Yes,1,65,Offer B,Yes,26.75,Yes,Yes,Cable,51,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,72.45,4653.85,14.23,0,1738.75,6378.37,1,Churned,Yes,1,68,4415,Competitor,Competitor offered more data,Yes
9661-ACXBS,Female,26,Yes,No,No,No,0,United States,California,San Rafael,94901,"37.972662, -122.491452",37.972662,-122.491452,"40,239",Q3,No,0,42,Offer B,Yes,33.46,Yes,Yes,Fiber Optic,52,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.2,4400.75,40.15,0,1405.32,5765.92,1,Churned,Yes,1,89,2317,Competitor,Competitor made better offer,No
3727-RJMEO,Male,34,No,No,Yes,No,0,United States,California,Rohnert Park,94928,"38.34719, -122.697822",38.34719,-122.697822,"42,544",Q3,Yes,3,6,,Yes,8.59,Yes,Yes,Fiber Optic,28,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,82.85,460.25,48.95,0,51.54,462.84,1,Churned,Yes,1,78,4458,Competitor,Competitor had better devices,Yes
5685-IIXLY,Female,54,No,No,Yes,No,0,United States,California,Novato,94945,"38.135897, -122.563683",38.135897,-122.563683,"16,429",Q3,Yes,1,5,,Yes,7,No,Yes,Fiber Optic,23,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,83.6,404.2,24.44,0,35,414.76,3,Churned,Yes,1,93,4565,Competitor,Competitor offered higher download speeds,Yes
4250-ZBWLV,Male,24,Yes,No,No,No,0,United States,California,Olema,94950,"38.052209, -122.775567",38.052209,-122.775567,248,Q3,No,0,68,Offer A,Yes,21.74,Yes,Yes,Fiber Optic,73,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,108.45,7176.55,9.68,0,1478.32,8645.19,3,Churned,Yes,1,65,4454,Competitor,Competitor offered higher download speeds,No
5095-AESKG,Female,33,No,No,Yes,No,0,United States,California,Sausalito,94965,"37.848641, -122.515692",37.848641,-122.515692,"11,213",Q3,Yes,1,3,,Yes,31.61,Yes,Yes,Fiber Optic,20,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,91.5,242.95,0,10,94.83,347.78,3,Churned,Yes,1,76,5646,Competitor,Competitor offered higher download speeds,Yes
1871-MOWRM,Male,57,No,No,Yes,No,0,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,"1,449",Q3,Yes,3,12,,Yes,18.26,No,Yes,Fiber Optic,18,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.85,866.45,23.72,0,219.12,1061.85,1,Churned,Yes,1,87,4306,Competitor,Competitor offered more data,Yes
2027-OAQQC,Female,64,No,No,No,No,0,United States,California,Aptos,95003,"37.013471, -121.877877",37.013471,-121.877877,"24,227",Q3,No,0,43,Offer B,No,0,No,Yes,DSL,12,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.05,2076.2,20.29,0,0,2055.91,1,Churned,Yes,1,92,4044,Competitor,Competitor offered more data,No
1555-DJEQW,Female,21,Yes,No,Yes,No,0,United States,California,Cupertino,95014,"37.306612, -122.080621",37.306612,-122.080621,"54,431",Q3,Yes,1,70,Offer A,Yes,16.78,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114.2,7723.9,48.54,0,1174.6,8849.96,1,Churned,Yes,1,73,5947,Price,Price too high,Yes
0519-XUZJU,Female,56,No,No,No,No,0,United States,California,Felton,95018,"37.089111, -122.062213",37.089111,-122.062213,"8,728",Q3,No,0,1,,Yes,26,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,70.75,70.75,0,0,26,96.75,2,Churned,Yes,1,93,3963,Dissatisfaction,Service dissatisfaction,No
6338-AVWCY,Male,19,Yes,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,3,,No,0,No,Yes,DSL,26,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,40.15,130.75,0,0,0,130.75,3,Churned,Yes,1,75,4710,Competitor,Competitor made better offer,No
9445-SZLCH,Female,39,No,No,Yes,No,0,United States,California,Santa Clara,95050,"37.351214, -121.952417",37.351214,-121.952417,"36,349",Q3,Yes,3,36,,Yes,24.51,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,97.35,3457.9,4.96,0,882.36,4335.3,2,Churned,Yes,1,86,4544,Dissatisfaction,Limited range of services,Yes
7568-PODML,Male,34,No,No,No,No,0,United States,California,Watsonville,95076,"36.931654, -121.752383",36.931654,-121.752383,"81,141",Q3,No,0,1,,No,0,No,Yes,DSL,18,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,45.3,45.3,0,0,0,45.3,1,Churned,Yes,1,69,4954,Competitor,Competitor had better devices,No
5349-IECLD,Male,61,No,No,No,No,0,United States,California,San Jose,95111,"37.284265, -121.827673",37.284265,-121.827673,"57,748",Q3,No,0,2,,Yes,26.05,No,Yes,Fiber Optic,2,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,94.95,178.1,0,0,52.1,230.2,1,Churned,Yes,1,87,4493,Competitor,Competitor had better devices,No
3945-GFWQL,Female,33,No,No,No,Yes,1,United States,California,San Jose,95113,"37.333851, -121.891147",37.333851,-121.891147,561,Q3,No,0,12,,Yes,5.16,No,Yes,DSL,16,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,44.55,480.6,18.21,0,61.92,524.31,3,Churned,Yes,1,89,4162,Price,Extra data charges,No
3797-VTIDR,Male,55,No,No,Yes,No,0,United States,California,San Jose,95121,"37.304681, -121.809955",37.304681,-121.809955,"37,127",Q3,Yes,3,1,Offer E,No,0,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,23.45,23.45,0,0,0,23.45,2,Churned,Yes,1,90,4517,Price,Price too high,Yes
9526-BIHHD,Male,30,No,No,No,No,0,United States,California,San Jose,95127,"37.375156, -121.795867",37.375156,-121.795867,"60,620",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,69,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,29.7,29.7,0,0,0,29.7,1,Churned,Yes,1,74,3383,Dissatisfaction,Product dissatisfaction,No
4523-WXCEF,Female,21,Yes,No,Yes,No,0,United States,California,San Jose,95129,"37.305622, -122.000887",37.305622,-122.000887,"37,570",Q3,Yes,4,59,Offer B,Yes,9.23,Yes,Yes,Fiber Optic,48,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,101.1,6039.9,0,0,544.57,6584.47,2,Churned,Yes,1,87,4160,Dissatisfaction,Service dissatisfaction,Yes
8364-TRMMK,Female,51,No,No,No,No,0,United States,California,San Jose,95132,"37.424655, -121.74841",37.424655,-121.74841,"40,568",Q3,No,0,3,Offer E,Yes,22.56,Yes,Yes,Cable,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,50.65,151.3,0,0,67.68,218.98,1,Churned,Yes,1,76,2876,Dissatisfaction,Lack of self-service on Website,No
3063-QFSZL,Female,37,No,No,No,No,0,United States,California,San Jose,95135,"37.28682, -121.723877",37.28682,-121.723877,"15,798",Q3,No,0,1,Offer E,Yes,13.01,No,Yes,Cable,4,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55.4,55.4,0,0,13.01,68.41,1,Churned,Yes,1,70,2294,Competitor,Competitor had better devices,No
9249-FXSCK,Female,20,Yes,No,No,No,0,United States,California,Acampo,95220,"38.200231, -121.235034",38.200231,-121.235034,"6,317",Q3,No,0,52,Offer B,Yes,33.69,Yes,Yes,Fiber Optic,52,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,111.25,5916.45,1.27,0,1751.88,7667.06,1,Churned,Yes,1,90,4861,Competitor,Competitor offered more data,No
5493-SDRDQ,Male,19,Yes,No,No,No,0,United States,California,Angels Camp,95222,"38.071327, -120.632221",38.071327,-120.632221,"4,264",Q3,No,0,2,Offer E,Yes,5.33,No,Yes,Cable,52,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.1,113.35,0,0,10.66,124.01,1,Churned,Yes,1,70,4235,Competitor,Competitor made better offer,No
0871-URUWO,Male,36,No,No,Yes,No,0,United States,California,Sheep Ranch,95250,"38.244806, -120.417301",38.244806,-120.417301,88,Q3,Yes,1,13,,Yes,30.55,Yes,Yes,Fiber Optic,28,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,102.25,1359,0,0,397.15,1756.15,1,Churned,Yes,1,66,2003,Competitor,Competitor had better devices,Yes
0870-VEMYL,Female,34,No,No,No,No,0,United States,California,Columbia,95310,"38.085839, -120.37855",38.085839,-120.37855,"2,144",Q3,No,0,5,Offer E,Yes,24.32,No,Yes,Cable,22,Yes,No,No,Yes,No,No,No,No,Month-to-Month,No,Credit Card,53.85,259.8,22.96,10,121.6,368.44,1,Churned,Yes,1,74,5435,Competitor,Competitor offered higher download speeds,No
3982-XWFZQ,Female,30,No,No,Yes,No,0,United States,California,Denair,95316,"37.524721, -120.757977",37.524721,-120.757977,"5,513",Q3,Yes,2,42,Offer B,Yes,10.79,Yes,Yes,Cable,41,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.25,2203.65,28.49,0,453.18,2628.34,2,Churned,Yes,1,90,4873,Competitor,Competitor offered more data,Yes
4009-ALQFH,Female,35,No,No,No,No,0,United States,California,Groveland,95321,"37.902968, -119.667544",37.902968,-119.667544,"3,680",Q3,No,0,25,,Yes,48.42,No,Yes,Fiber Optic,8,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.5,2369.05,19.5,0,1210.5,3560.05,3,Churned,Yes,1,90,5932,Competitor,Competitor offered more data,No
3627-FCRDW,Female,49,No,No,No,No,0,United States,California,Hughson,95326,"37.5923, -120.853288",37.5923,-120.853288,"6,822",Q3,No,0,9,,Yes,24.52,No,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,71,672.55,8.35,0,220.68,884.88,3,Churned,Yes,1,81,2236,Competitor,Competitor offered more data,No
7562-GSUHK,Female,40,No,No,No,No,0,United States,California,Jamestown,95327,"37.84771, -120.486589",37.84771,-120.486589,"9,559",Q3,No,0,16,,Yes,40.76,No,Yes,Fiber Optic,7,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,93.2,1573.7,35.7,0,652.16,2190.16,1,Churned,Yes,1,75,5497,Competitor,Competitor made better offer,No
4903-UYAVB,Male,53,No,No,Yes,No,0,United States,California,Lathrop,95330,"37.80821, -121.308401",37.80821,-121.308401,"10,834",Q3,No,0,5,Offer E,Yes,31.76,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.35,126.05,0,0,158.8,284.85,1,Churned,Yes,1,90,3864,Competitor,Competitor made better offer,Yes
6776-TLWOI,Male,29,Yes,No,No,No,0,United States,California,Livingston,95334,"37.361987, -120.748394",37.361987,-120.748394,"12,672",Q3,No,0,3,Offer E,Yes,32.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.85,64.55,0,0,96.03,160.58,1,Churned,Yes,1,93,2158,Price,Price too high,No
4077-CROMM,Female,51,No,No,Yes,No,0,United States,California,Modesto,95350,"37.671806, -121.007575",37.671806,-121.007575,"52,872",Q3,Yes,4,31,,Yes,3.73,Yes,Yes,Fiber Optic,13,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.2,3243.45,17.01,0,115.63,3342.07,1,Churned,Yes,1,68,5000,Dissatisfaction,Product dissatisfaction,Yes
2868-MZAGQ,Male,49,No,No,No,No,0,United States,California,Modesto,95354,"37.639029, -120.964772",37.639029,-120.964772,"27,135",Q3,No,0,1,Offer E,Yes,19.98,No,Yes,Fiber Optic,5,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.25,79.25,0,0,19.98,99.23,1,Churned,Yes,1,83,5533,Dissatisfaction,Service dissatisfaction,No
4847-QNOKA,Female,30,No,No,No,No,0,United States,California,Modesto,95355,"37.672906, -120.946594",37.672906,-120.946594,"47,613",Q3,No,0,1,Offer E,Yes,41.78,No,Yes,DSL,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.9,44.9,0,0,41.78,86.68,2,Churned,Yes,1,76,2632,Dissatisfaction,Lack of self-service on Website,No
6379-RXJRQ,Male,42,No,No,Yes,No,0,United States,California,Modesto,95358,"37.612612, -121.108568",37.612612,-121.108568,"30,668",Q3,Yes,1,10,,Yes,22.03,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.1,659.65,34.69,0,220.3,845.26,2,Churned,Yes,1,92,2457,Dissatisfaction,Network reliability,Yes
8650-RHRKE,Male,27,Yes,No,No,No,0,United States,California,Oakdale,95361,"37.785033, -120.776141",37.785033,-120.776141,"25,384",Q3,No,0,4,Offer E,No,0,No,Yes,DSL,48,No,No,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,29.65,118.5,0,0,0,118.5,3,Churned,Yes,1,71,4207,Dissatisfaction,Limited range of services,No
0475-RIJEP,Male,47,No,No,No,No,0,United States,California,Pinecrest,95364,"38.224869, -119.755729",38.224869,-119.755729,235,Q3,No,0,43,Offer B,Yes,49.13,Yes,Yes,Fiber Optic,25,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,77.85,3365.85,0,0,2112.59,5478.44,1,Churned,Yes,1,91,5107,Price,Lack of affordable download/upload speed,No
1260-TTRXI,Male,64,No,No,No,No,0,United States,California,Planada,95365,"37.329725, -120.306399",37.329725,-120.306399,"4,150",Q3,No,0,4,Offer E,Yes,40.15,No,Yes,DSL,19,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,54.3,195.3,0,80,160.6,435.9,2,Churned,Yes,1,87,5834,Price,Long distance charges,No
4789-KWMXN,Male,42,No,No,Yes,No,0,United States,California,Tuolumne,95379,"37.939768, -120.188002",37.939768,-120.188002,"3,979",Q3,Yes,1,47,Offer B,Yes,19.02,Yes,Yes,Fiber Optic,17,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,110.85,5275.8,4.93,0,893.94,6164.81,1,Churned,Yes,1,90,3344,Price,Price too high,Yes
2867-UIMSS,Male,24,Yes,No,No,No,0,United States,California,Vernalis,95385,"37.609095, -121.263381",37.609095,-121.263381,274,Q3,No,0,1,,Yes,35.77,No,Yes,Fiber Optic,69,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,80.5,80.5,0,0,35.77,116.27,1,Churned,Yes,1,85,2734,Dissatisfaction,Product dissatisfaction,No
8111-RKSPX,Male,20,Yes,No,No,No,0,United States,California,Santa Rosa,95401,"38.460517, -122.790335",38.460517,-122.790335,"36,125",Q3,No,0,4,Offer E,Yes,29.98,Yes,Yes,Fiber Optic,71,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,72.2,305.55,0,0,119.92,425.47,2,Churned,Yes,1,89,5668,Dissatisfaction,Service dissatisfaction,No
1585-MQSSU,Male,36,No,No,No,No,0,United States,California,Santa Rosa,95404,"38.526941, -122.709096",38.526941,-122.709096,"35,057",Q3,No,0,17,Offer D,Yes,46.6,No,Yes,Cable,2,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,51.5,900.5,35.34,0,792.2,1657.36,1,Churned,Yes,1,94,5659,Dissatisfaction,Lack of self-service on Website,No
8559-CIZFV,Male,34,No,No,Yes,No,0,United States,California,Annapolis,95412,"38.731055, -123.316553",38.731055,-123.316553,747,Q3,Yes,1,21,Offer D,Yes,17.57,Yes,Yes,Cable,14,Yes,Yes,No,Yes,Yes,No,No,No,One Year,No,Mailed Check,77.5,1625,18.39,80,368.97,2055.58,2,Churned,Yes,1,74,5353,Other,Don't know,Yes
7547-EKNFS,Male,37,No,No,Yes,No,0,United States,California,Caspar,95420,"39.361283, -123.784599",39.361283,-123.784599,333,Q3,Yes,1,42,Offer B,Yes,18.26,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,95.25,3959.35,27.3,0,766.92,4698.97,1,Churned,Yes,1,89,2075,Attitude,Attitude of service provider,Yes
4439-JMPMT,Female,38,No,No,Yes,No,0,United States,California,Comptche,95427,"39.239818, -123.565432",39.239818,-123.565432,371,Q3,Yes,1,5,Offer E,Yes,1.12,No,Yes,Fiber Optic,22,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.75,470.95,44.16,0,5.6,432.39,1,Churned,Yes,1,71,3608,Attitude,Attitude of support person,Yes
2575-GFSOE,Female,25,Yes,No,Yes,No,0,United States,California,Graton,95444,"38.434362, -122.86891",38.434362,-122.86891,390,Q3,Yes,1,7,Offer E,Yes,8.95,No,Yes,Fiber Optic,73,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69,506.9,0,0,62.65,569.55,2,Churned,Yes,1,65,5672,Attitude,Attitude of service provider,Yes
2842-JTCCU,Male,27,Yes,No,No,No,0,United States,California,Hopland,95449,"38.93706, -123.118111",38.93706,-123.118111,"1,373",Q3,No,0,2,Offer E,Yes,29.69,No,Yes,Cable,52,No,No,No,No,No,No,Yes,No,Month-to-Month,No,Bank Withdrawal,46.05,80.35,0,10,59.38,149.73,3,Churned,Yes,1,72,4662,Attitude,Attitude of service provider,No
9681-OXGVC,Female,54,No,No,No,No,0,United States,California,Laytonville,95454,"39.806141, -123.531098",39.806141,-123.531098,"2,706",Q3,No,0,5,,Yes,28.2,Yes,Yes,Fiber Optic,29,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.5,514,0,0,141,655,3,Churned,Yes,1,85,5180,Competitor,Competitor made better offer,No
7153-OANIO,Male,48,No,No,No,No,0,United States,California,Mendocino,95460,"39.305545, -123.743697",39.305545,-123.743697,"2,229",Q3,No,0,1,Offer E,Yes,27.58,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.95,69.95,0,0,27.58,97.53,1,Churned,Yes,1,79,5066,Other,Moved,No
6521-YYTYI,Male,59,No,No,No,No,0,United States,California,Navarro,95463,"39.182916, -123.552571",39.182916,-123.552571,148,Q3,No,0,1,Offer E,Yes,7.99,Yes,Yes,Fiber Optic,30,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.3,93.3,0,0,7.99,101.29,3,Churned,Yes,1,65,2578,Other,Moved,No
8878-HMWBV,Male,47,No,No,No,No,0,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,"2,223",Q3,No,0,3,Offer E,Yes,40.79,No,Yes,DSL,29,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.15,169.05,0,10,122.37,301.42,1,Churned,Yes,1,68,5598,Competitor,Competitor had better devices,No
3751-KTZEL,Female,62,No,No,No,No,0,United States,California,Yorkville,95494,"38.888351, -123.239647",38.888351,-123.239647,335,Q3,No,0,1,Offer E,No,0,No,Yes,DSL,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,35.05,35.05,0,0,0,35.05,1,Churned,Yes,1,89,3706,Competitor,Competitor offered higher download speeds,No
0328-GRPMV,Female,43,No,No,No,No,0,United States,California,Burnt Ranch,95527,"40.854512, -123.450097",40.854512,-123.450097,485,Q3,No,0,1,,Yes,17.37,No,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.1,70.1,0,0,17.37,87.47,1,Churned,Yes,1,84,3706,Competitor,Competitor had better devices,No
4195-SMMNX,Male,62,No,No,No,No,0,United States,California,Hydesville,95547,"40.557314, -124.081662",40.557314,-124.081662,"1,201",Q3,No,0,2,,Yes,32.03,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.35,33.2,0,0,64.06,97.26,2,Churned,Yes,1,65,5627,Attitude,Attitude of support person,No
6956-SMUCM,Female,29,Yes,No,No,No,0,United States,California,Miranda,95553,"40.210895, -123.86",40.210895,-123.86,867,Q3,No,0,3,,Yes,33.39,No,Yes,Fiber Optic,59,Yes,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,99,287.4,0,10,100.17,397.57,1,Churned,Yes,1,77,5236,Competitor,Competitor offered higher download speeds,No
3223-WZWJM,Male,36,No,No,No,No,0,United States,California,Petrolia,95558,"40.274302, -124.210902",40.274302,-124.210902,300,Q3,No,0,26,,Yes,14.3,Yes,Yes,Fiber Optic,20,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,83.95,2254.2,0,0,371.8,2626,1,Churned,Yes,1,85,5869,Competitor,Competitor offered higher download speeds,No
9053-JZFKV,Male,25,Yes,No,No,No,0,United States,California,Redway,95560,"40.142256, -123.852927",40.142256,-123.852927,"1,851",Q3,No,0,67,Offer A,Yes,33.88,Yes,Yes,Fiber Optic,71,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,116.2,7752.3,0,0,2269.96,10022.26,2,Churned,Yes,1,82,4495,Other,Don't know,No
2530-ENDWQ,Female,55,No,No,Yes,No,0,United States,California,Rio Dell,95562,"40.485849, -124.163234",40.485849,-124.163234,"3,284",Q3,Yes,2,71,Offer A,Yes,40.52,Yes,Yes,Fiber Optic,17,No,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,93.7,6585.35,0,0,2876.92,9462.27,3,Churned,Yes,1,91,4296,Competitor,Competitor offered more data,Yes
6615-ZGEDR,Male,42,No,No,No,No,0,United States,California,Smith River,95567,"41.950683, -124.097094",41.950683,-124.097094,"2,020",Q3,No,0,1,,Yes,1.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.7,19.7,0,0,1.91,21.61,2,Churned,Yes,1,90,5707,Attitude,Attitude of service provider,No
9250-WYPLL,Female,20,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,5,,Yes,35.22,Yes,Yes,Fiber Optic,58,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,75.55,413.65,0,0,176.1,589.75,2,Churned,Yes,1,79,4600,Competitor,Competitor made better offer,No
2754-XBHTB,Female,40,No,No,No,No,0,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,222,Q3,No,0,9,,Yes,22.88,No,Yes,Fiber Optic,23,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,77.65,714.15,0,0,205.92,920.07,2,Churned,Yes,1,96,3847,Competitor,Competitor made better offer,No
7055-VKGDA,Male,31,No,No,No,No,0,United States,California,Clarksburg,95612,"38.384648, -121.578701",38.384648,-121.578701,"1,417",Q3,No,0,54,Offer B,Yes,49.98,No,Yes,Fiber Optic,26,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,105.4,5643.4,0,0,2698.92,8342.32,1,Churned,Yes,1,87,4406,Dissatisfaction,Product dissatisfaction,No
0754-UKWQP,Male,63,No,No,No,No,0,United States,California,Cool,95614,"38.880622, -120.973865",38.880622,-120.973865,"3,674",Q3,No,0,2,,Yes,37.43,No,Yes,Fiber Optic,18,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.85,197.7,0,0,74.86,272.56,1,Churned,Yes,1,66,3790,Competitor,Competitor had better devices,No
7493-TPUWZ,Male,64,No,No,No,No,0,United States,California,Diamond Springs,95619,"38.683605, -120.811852",38.683605,-120.811852,"4,426",Q3,No,0,1,,Yes,24.48,Yes,Yes,Fiber Optic,24,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.15,79.15,0,0,24.48,103.63,1,Churned,Yes,1,85,4243,Competitor,Competitor had better devices,No
1577-HKTFG,Female,42,No,No,Yes,No,0,United States,California,Elk Grove,95624,"38.434138, -121.30587",38.434138,-121.30587,"38,534",Q3,Yes,1,30,,Yes,15.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.65,655.85,0,0,460.8,1116.65,1,Churned,Yes,1,79,2486,Attitude,Attitude of support person,Yes
8752-STIVR,Female,61,No,No,No,No,0,United States,California,Elmira,95625,"38.349195, -121.902943",38.349195,-121.902943,171,Q3,No,0,4,,Yes,27.57,No,Yes,Fiber Optic,27,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79,303.15,0,0,110.28,413.43,3,Churned,Yes,1,69,2085,Dissatisfaction,Limited range of services,No
4558-FANTW,Female,30,No,No,Yes,No,0,United States,California,Fair Oaks,95628,"38.652065, -121.25441",38.652065,-121.25441,"40,750",Q3,Yes,1,17,Offer D,Yes,41.95,No,Yes,Fiber Optic,51,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,91.85,1574.45,0,0,713.15,2287.6,1,Churned,Yes,1,89,5643,Price,Lack of affordable download/upload speed,Yes
7623-TRNQN,Male,34,No,No,No,Yes,1,United States,California,Jackson,95642,"38.336216, -120.76901",38.336216,-120.76901,"6,202",Q3,No,0,1,,Yes,39.6,No,Yes,DSL,17,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,49.9,49.9,0,0,39.6,89.5,2,Churned,Yes,1,72,3113,Price,Extra data charges,No
9330-IJWIO,Female,54,No,No,No,No,0,United States,California,Kirkwood,95646,"38.631489, -120.015167",38.631489,-120.015167,129,Q3,No,0,13,Offer D,Yes,6.78,Yes,Yes,Fiber Optic,26,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.35,1358.85,34.09,0,88.14,1412.9,1,Churned,Yes,1,69,2008,Price,Price too high,No
1842-EZJMK,Male,28,Yes,No,Yes,No,0,United States,California,Orangevale,95662,"38.689174, -121.218435",38.689174,-121.218435,"32,040",Q3,Yes,1,50,Offer B,Yes,34.14,Yes,Yes,Fiber Optic,69,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,103.7,5071.05,36.61,0,1707,6741.44,1,Churned,Yes,1,82,5897,Competitor,Competitor had better devices,Yes
8079-XRJRS,Male,39,No,No,Yes,No,0,United States,California,Pleasant Grove,95668,"38.833554, -121.498102",38.833554,-121.498102,901,Q3,Yes,5,65,Offer B,Yes,49.33,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,89.75,5769.6,18.72,0,3206.45,8957.33,1,Churned,Yes,1,72,6110,Dissatisfaction,Network reliability,Yes
8073-IJDCM,Female,44,No,No,No,No,0,United States,California,Rescue,95672,"38.724322, -120.991237",38.724322,-120.991237,"3,815",Q3,No,0,1,Offer E,Yes,26.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.3,20.3,0,0,26.37,46.67,3,Churned,Yes,1,67,3830,Price,Long distance charges,No
2869-ADAWR,Female,41,No,No,No,No,0,United States,California,Sutter Creek,95685,"38.432145, -120.77069",38.432145,-120.77069,"4,610",Q3,No,0,45,Offer B,Yes,14.12,Yes,Yes,Fiber Optic,24,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,89.3,4016.85,44.63,0,635.4,4607.62,2,Churned,Yes,1,90,4880,Dissatisfaction,Poor expertise of online support,No
9894-EZEWG,Female,31,No,No,No,No,0,United States,California,Walnut Grove,95690,"38.240419, -121.587535",38.240419,-121.587535,"2,344",Q3,No,0,1,Offer E,Yes,39.66,No,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.3,74.3,0,0,39.66,113.96,1,Churned,Yes,1,69,5996,Competitor,Competitor had better devices,No
7851-FLGGQ,Male,49,No,No,No,No,0,United States,California,Wheatland,95692,"39.043387, -121.409837",39.043387,-121.409837,"3,600",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,19,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,44.65,44.65,0,0,0,44.65,1,Churned,Yes,1,66,3704,Competitor,Competitor had better devices,No
0637-UBJRP,Male,40,No,No,Yes,No,0,United States,California,Wilton,95693,"38.392559, -121.225093",38.392559,-121.225093,"5,889",Q3,Yes,5,13,Offer D,Yes,29.92,No,Yes,Fiber Optic,21,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.05,1095.3,23.97,0,388.96,1460.29,1,Churned,Yes,1,77,4745,Competitor,Competitor offered higher download speeds,Yes
0940-OUQEC,Male,54,No,No,No,No,0,United States,California,Winters,95694,"38.578604, -122.024579",38.578604,-122.024579,"8,406",Q3,No,0,10,Offer D,Yes,17.07,Yes,Yes,Fiber Optic,3,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.7,788.8,38.42,50,170.7,971.08,1,Churned,Yes,1,77,3492,Competitor,Competitor offered more data,No
0702-PGIBZ,Male,28,Yes,No,No,No,0,United States,California,Dutch Flat,95714,"39.197215, -120.83679",39.197215,-120.83679,350,Q3,No,0,4,Offer E,Yes,26.16,Yes,Yes,Fiber Optic,85,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.7,364.55,1.48,0,104.64,467.71,2,Churned,Yes,1,91,2777,Competitor,Competitor made better offer,No
1963-VAUKV,Female,31,No,No,No,No,0,United States,California,Kyburz,95720,"38.766036, -120.209673",38.766036,-120.209673,183,Q3,No,0,1,Offer E,Yes,22.12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.4,20.4,0,0,22.12,42.52,3,Churned,Yes,1,92,3663,Price,Long distance charges,No
3058-HJCUY,Male,36,No,No,Yes,No,0,United States,California,Rancho Cordova,95742,"38.591134, -121.161585",38.591134,-121.161585,299,Q3,Yes,1,41,Offer B,Yes,45.03,Yes,Yes,Fiber Optic,10,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,102.6,4213.35,2.93,0,1846.23,6056.65,1,Churned,Yes,1,84,2098,Competitor,Competitor had better devices,Yes
3259-FDWOY,Male,60,No,No,Yes,No,0,United States,California,Elk Grove,95758,"38.35363, -121.44195",38.35363,-121.44195,"47,065",Q3,Yes,3,71,Offer A,Yes,47.34,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,106,7723.7,0,0,3361.14,11084.84,3,Churned,Yes,1,81,4072,Competitor,Competitor offered higher download speeds,Yes
0807-ZABDG,Female,43,No,No,No,Yes,2,United States,California,Woodland,95776,"38.694081, -121.694431",38.694081,-121.694431,"15,022",Q3,No,0,3,Offer E,Yes,26.04,No,Yes,Cable,16,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.1,154.65,0,0,78.12,232.77,1,Churned,Yes,1,90,4412,Competitor,Competitor offered higher download speeds,No
5748-RNCJT,Male,58,No,No,No,No,0,United States,California,Sacramento,95820,"38.53508, -121.444144",38.53508,-121.444144,"37,031",Q3,No,0,69,Offer A,Yes,26.88,Yes,Yes,Fiber Optic,11,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,106.5,7348.8,0,0,1854.72,9203.52,3,Churned,Yes,1,81,4859,Competitor,Competitor offered higher download speeds,No
7739-LAXOG,Female,51,No,No,Yes,No,0,United States,California,Sacramento,95825,"38.590035, -121.412455",38.590035,-121.412455,"30,715",Q3,Yes,1,32,,Yes,46.92,Yes,Yes,Fiber Optic,9,No,No,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,91.05,2954.5,0,70,1501.44,4525.94,1,Churned,Yes,1,80,3590,Competitor,Competitor offered more data,Yes
6034-ZRYCV,Female,51,No,No,Yes,No,0,United States,California,Sacramento,95837,"38.691607, -121.602284",38.691607,-121.602284,264,Q3,Yes,1,72,Offer A,No,0,No,Yes,Cable,15,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,54.2,3937.45,0,0,0,3937.45,3,Churned,Yes,1,66,4481,Competitor,Competitor offered more data,Yes
2079-FBMZK,Female,50,No,No,No,No,0,United States,California,Antelope,95843,"38.715498, -121.363411",38.715498,-121.363411,"36,432",Q3,No,0,6,,Yes,39.36,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,69.25,418.4,0,0,236.16,654.56,1,Churned,Yes,1,77,5816,Competitor,Competitor made better offer,No
6608-QQLVK,Male,35,No,No,No,No,0,United States,California,Bangor,95914,"39.396585, -121.38029",39.396585,-121.38029,626,Q3,No,0,1,,Yes,39.58,No,Yes,DSL,28,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.5,50.5,0,0,39.58,90.08,3,Churned,Yes,1,83,2077,Competitor,Competitor made better offer,No
6302-JGYRJ,Male,37,No,No,No,No,0,United States,California,Chico,95928,"39.681488, -121.83721",39.681488,-121.83721,"32,848",Q3,No,0,31,,Yes,6.71,Yes,Yes,DSL,3,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,79.45,2587.7,0,0,208.01,2795.71,1,Churned,Yes,1,67,2872,Dissatisfaction,Product dissatisfaction,No
3685-YLCMQ,Male,34,No,No,No,No,0,United States,California,Dobbins,95935,"39.381174, -121.21191",39.381174,-121.21191,614,Q3,No,0,58,Offer B,Yes,41.14,Yes,Yes,Fiber Optic,25,No,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,104.65,6219.6,0,40,2386.12,8645.72,2,Churned,Yes,1,66,5411,Dissatisfaction,Service dissatisfaction,No
8761-NSOBC,Male,41,No,No,No,No,0,United States,California,Gridley,95948,"39.346898, -121.759537",39.346898,-121.759537,"9,763",Q3,No,0,44,,Yes,42.92,No,Yes,Fiber Optic,23,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,100.55,4398.15,0,0,1888.48,6286.63,2,Churned,Yes,1,81,3486,Dissatisfaction,Network reliability,No
8413-VONUO,Male,34,No,No,No,No,0,United States,California,Grimes,95950,"39.033058, -121.895718",39.033058,-121.895718,531,Q3,No,0,2,,Yes,16.76,No,Yes,Fiber Optic,27,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,95.65,167.3,0,0,33.52,200.82,3,Churned,Yes,1,82,5332,Dissatisfaction,Limited range of services,No
9223-UCPVT,Female,49,No,No,No,No,0,United States,California,Orland,95963,"39.748037, -122.302169",39.748037,-122.302169,"13,706",Q3,No,0,1,,Yes,18.34,No,Yes,Fiber Optic,6,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,94.4,94.4,0,0,18.34,112.74,3,Churned,Yes,1,77,5764,Price,Lack of affordable download/upload speed,No
4351-QLCSU,Female,47,No,No,No,No,0,United States,California,Quincy,95971,"39.971228, -121.041166",39.971228,-121.041166,"6,189",Q3,No,0,1,,Yes,32.74,No,Yes,DSL,26,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,55,55,0,0,32.74,87.74,1,Churned,Yes,1,91,3809,Price,Long distance charges,No
5419-JPRRN,Male,32,No,No,No,No,0,United States,California,Rough And Ready,95975,"39.225634, -121.156163",39.225634,-121.156163,"1,601",Q3,No,0,1,,Yes,10.38,Yes,Yes,Fiber Optic,7,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.45,101.45,0,0,10.38,111.83,1,Churned,Yes,1,77,4390,Price,Extra data charges,No
2100-BDNSN,Female,39,No,No,Yes,No,0,United States,California,Strawberry Valley,95981,"39.58458, -121.093256",39.58458,-121.093256,101,Q3,Yes,1,5,,Yes,14.9,Yes,Yes,DSL,4,No,No,Yes,Yes,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,67.95,350.3,0,20,74.5,444.8,3,Churned,Yes,1,69,3889,Price,Price too high,Yes
0488-GSLFR,Female,41,No,No,No,No,0,United States,California,Taylorsville,95983,"40.053684, -120.743116",40.053684,-120.743116,513,Q3,No,0,1,,Yes,8.31,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.5,69.5,0,0,8.31,77.81,1,Churned,Yes,1,91,3365,Dissatisfaction,Product dissatisfaction,No
9318-NKNFC,Male,53,No,No,No,No,0,United States,California,Twain,95984,"40.022184, -121.062384",40.022184,-121.062384,73,Q3,No,0,1,,Yes,40.49,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,18.85,18.85,0,0,40.49,59.34,1,Churned,Yes,1,90,4132,Dissatisfaction,Service dissatisfaction,No
9728-FTTVZ,Female,44,No,No,No,No,0,United States,California,Williams,95987,"39.117537, -122.284654",39.117537,-122.284654,"4,579",Q3,No,0,1,,Yes,23.72,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.2,69.2,0,0,23.72,92.92,3,Churned,Yes,1,82,4073,Dissatisfaction,Lack of self-service on Website,No
7254-IQWOZ,Male,30,No,No,No,No,0,United States,California,Redding,96001,"40.587919, -122.464732",40.587919,-122.464732,"31,586",Q3,No,0,1,Offer E,Yes,28.7,No,Yes,Fiber Optic,69,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.65,69.65,0,0,28.7,98.35,1,Churned,Yes,1,67,5258,Dissatisfaction,Network reliability,No
0742-NXBGR,Female,64,No,No,No,No,0,United States,California,Adin,96006,"41.171578, -120.913161",41.171578,-120.913161,615,Q3,No,0,1,Offer E,Yes,33.41,No,Yes,Fiber Optic,28,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,82.3,82.3,0,0,33.41,115.71,1,Churned,Yes,1,71,4278,Competitor,Competitor had better devices,No
6110-OHIHY,Male,33,No,No,No,No,0,United States,California,Burney,96013,"40.946785, -121.719489",40.946785,-121.719489,"4,552",Q3,No,0,3,Offer E,Yes,49.76,No,Yes,Fiber Optic,3,No,No,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,79.25,267.6,0,10,149.28,426.88,2,Churned,Yes,1,89,4183,Competitor,Competitor offered higher download speeds,No
5889-LFOLL,Female,27,Yes,No,No,No,0,United States,California,Canby,96015,"41.486953, -120.913975",41.486953,-120.913975,417,Q3,No,0,13,Offer D,Yes,35.96,Yes,Yes,Fiber Optic,42,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.6,1115.2,0,0,467.48,1582.68,1,Churned,Yes,1,77,2659,Competitor,Competitor offered more data,No
5708-EVONK,Female,37,No,No,Yes,No,0,United States,California,Cassel,96016,"40.936285, -121.572692",40.936285,-121.572692,344,Q3,Yes,1,58,,Yes,3.65,Yes,Yes,Fiber Optic,20,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.4,5435.6,0,0,211.7,5647.3,1,Churned,Yes,1,73,5989,Other,Don't know,Yes
8708-XPXHZ,Female,25,Yes,No,Yes,No,0,United States,California,Castella,96017,"41.121108, -122.336613",41.121108,-122.336613,228,Q3,Yes,1,42,,Yes,6.84,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.2,4186.3,0,0,287.28,4473.58,1,Churned,Yes,1,95,5458,Competitor,Competitor had better devices,Yes
7016-BPGEU,Female,53,No,No,No,No,0,United States,California,Dunsmuir,96025,"41.212695, -122.392067",41.212695,-122.392067,"2,602",Q3,No,0,29,,No,0,No,Yes,Cable,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,25.1,712.85,0,0,0,712.85,1,Churned,Yes,1,81,2796,Competitor,Competitor offered higher download speeds,No
6876-ADESB,Male,22,Yes,No,No,Yes,2,United States,California,Etna,96027,"41.405193, -123.008567",41.405193,-123.008567,"2,156",Q3,No,0,1,,Yes,34.4,No,Yes,Cable,52,No,No,Yes,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,48.95,48.95,0,0,34.4,83.35,1,Churned,Yes,1,65,3913,Competitor,Competitor offered higher download speeds,No
1963-SVUCV,Male,59,No,No,No,No,0,United States,California,Flournoy,96029,"39.84784, -122.544556",39.84784,-122.544556,84,Q3,No,0,1,,Yes,28.37,No,Yes,DSL,7,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,45.3,45.3,0,30,28.37,103.67,2,Churned,Yes,1,78,5774,Competitor,Competitor offered higher download speeds,No
0220-EBGCE,Male,58,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,2,Offer E,Yes,14.14,No,Yes,Fiber Optic,28,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.85,167.3,0,0,28.28,195.58,1,Churned,Yes,1,67,3273,Competitor,Competitor made better offer,No
2754-VDLTR,Male,54,No,No,No,No,0,United States,California,Greenview,96037,"41.528541, -122.955018",41.528541,-122.955018,295,Q3,No,0,10,Offer D,Yes,35.63,Yes,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,95.2,930.4,0,0,356.3,1286.7,2,Churned,Yes,1,69,4922,Competitor,Competitor offered more data,No
3190-XFANI,Male,42,No,No,No,No,0,United States,California,Happy Camp,96039,"41.831901, -123.487478",41.831901,-123.487478,"1,294",Q3,No,0,49,,Yes,18.97,Yes,Yes,Fiber Optic,3,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.6,5069.65,0,0,929.53,5999.18,2,Churned,Yes,1,82,5585,Competitor,Competitor offered more data,No
7551-DACSP,Male,49,No,No,Yes,Yes,1,United States,California,Hat Creek,96040,"40.789799, -121.474529",40.789799,-121.474529,397,Q3,Yes,1,6,Offer E,Yes,1.86,No,Yes,DSL,19,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.3,324.25,0,0,11.16,335.41,2,Churned,Yes,1,91,3878,Competitor,Competitor made better offer,Yes
0520-FDVVT,Male,26,Yes,No,No,No,0,United States,California,Lewiston,96052,"40.704293, -122.803899",40.704293,-122.803899,"1,845",Q3,No,0,35,,Yes,39.84,No,Yes,Fiber Optic,48,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,102.35,3626.1,0,0,1394.4,5020.5,3,Churned,Yes,1,80,2473,Price,Price too high,No
1444-VVSGW,Male,51,No,No,Yes,No,0,United States,California,Los Molinos,96055,"40.059385, -122.091481",40.059385,-122.091481,"3,756",Q3,Yes,1,70,Offer A,Yes,17.17,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Credit Card,115.65,7968.85,0,10,1201.9,9180.75,2,Churned,Yes,1,91,5563,Dissatisfaction,Product dissatisfaction,Yes
5712-PTIWW,Male,46,No,No,No,No,0,United States,California,Mcarthur,96056,"41.10831, -121.360362",41.10831,-121.360362,"1,554",Q3,No,0,2,Offer E,Yes,16.14,No,Yes,Fiber Optic,2,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.85,152.45,0,0,32.28,184.73,2,Churned,Yes,1,91,3280,Dissatisfaction,Service dissatisfaction,No
3315-TOTBP,Male,29,Yes,No,No,No,0,United States,California,Mill Creek,96061,"40.331975, -121.460674",40.331975,-121.460674,78,Q3,No,0,15,Offer D,Yes,44.86,Yes,Yes,Fiber Optic,52,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Mailed Check,76,1130.85,0,0,672.9,1803.75,1,Churned,Yes,1,74,4938,Dissatisfaction,Lack of self-service on Website,No
1518-VOWAV,Female,31,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,9,Offer E,Yes,36.43,No,Yes,DSL,16,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.65,703.55,0,0,327.87,1031.42,1,Churned,Yes,1,90,5900,Competitor,Competitor made better offer,No
5909-ECHUI,Female,49,No,No,No,No,0,United States,California,Oak Run,96069,"40.689243, -122.037023",40.689243,-122.037023,829,Q3,No,0,1,,Yes,26.14,No,Yes,DSL,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,56.25,56.25,0,0,26.14,82.39,1,Churned,Yes,1,71,3065,Price,Lack of affordable download/upload speed,No
1309-BXVOQ,Male,27,Yes,No,Yes,No,0,United States,California,Old Station,96071,"40.656287, -121.428965",40.656287,-121.428965,182,Q3,Yes,1,21,Offer D,Yes,21.83,Yes,Yes,Fiber Optic,59,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.1,2249.95,0,0,458.43,2708.38,1,Churned,Yes,1,69,3584,Price,Long distance charges,Yes
2856-HYAPG,Female,62,No,No,No,No,0,United States,California,Platina,96076,"40.367964, -122.937379",40.367964,-122.937379,215,Q3,No,0,1,Offer E,Yes,12.4,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,68.65,68.65,0,0,12.4,81.05,2,Churned,Yes,1,91,3052,Price,Price too high,No
4488-PSYCG,Male,24,Yes,No,No,No,0,United States,California,Seiad Valley,96086,"41.924174, -123.260788",41.924174,-123.260788,332,Q3,No,0,16,Offer D,Yes,21.04,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.25,327.45,0,0,336.64,664.09,1,Churned,Yes,1,83,4327,Price,Long distance charges,No
6906-ANDWJ,Male,39,No,No,Yes,No,0,United States,California,Vina,96092,"39.955164, -122.018567",39.955164,-122.018567,439,Q3,Yes,1,15,Offer D,Yes,34.63,Yes,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,1107.25,0,0,519.45,1626.7,2,Churned,Yes,1,90,2510,Dissatisfaction,Lack of self-service on Website,Yes
1031-IIDEO,Female,51,No,No,No,No,0,United States,California,Sierra City,96125,"39.600599, -120.636358",39.600599,-120.636358,348,Q3,No,0,1,Offer E,Yes,27.05,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.85,70.85,0,0,27.05,97.9,3,Churned,Yes,1,72,2874,Dissatisfaction,Network reliability,No
5832-XKAES,Male,56,No,No,No,No,0,United States,California,Sierraville,96126,"39.559709, -120.345639",39.559709,-120.345639,227,Q3,No,0,2,Offer E,Yes,37.72,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.8,134.7,0,0,75.44,210.14,1,Churned,Yes,1,74,2320,Other,Don't know,No
4701-AHWMW,Male,30,No,No,Yes,No,0,United States,California,Susanville,96130,"40.559177, -120.612113",40.559177,-120.612113,"19,440",Q3,Yes,1,55,,No,0,No,Yes,DSL,42,No,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,54.55,2978.3,0,50,0,3028.3,1,Churned,Yes,1,69,6041,Attitude,Attitude of service provider,Yes
9210-IAHGH,Female,57,No,No,No,No,0,United States,California,Wendel,96136,"40.345949, -120.081187",40.345949,-120.081187,162,Q3,No,0,7,Offer E,Yes,23.35,No,Yes,DSL,6,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,70.75,450.8,0,0,163.45,614.25,1,Churned,Yes,1,84,2248,Attitude,Attitude of support person,No
0023-XUOPT,Female,26,Yes,No,Yes,No,0,United States,California,Carnelian Bay,96140,"39.227434, -120.091806",39.227434,-120.091806,"1,943",Q3,Yes,1,13,,Yes,43.56,Yes,Yes,Fiber Optic,52,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,94.1,1215.6,0,0,566.28,1781.88,1,Churned,Yes,1,75,2973,Other,Don't know,Yes
4592-IWTJI,Female,46,No,No,Yes,Yes,2,United States,California,Homewood,96141,"39.117018, -120.212535",39.117018,-120.212535,858,Q3,Yes,1,3,Offer E,No,0,No,Yes,Cable,15,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,29.7,91.7,0,0,0,91.7,1,Churned,Yes,1,84,2613,Attitude,Attitude of support person,Yes
6518-LGAOV,Female,60,No,No,Yes,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,Yes,1,38,,Yes,19.08,Yes,Yes,Fiber Optic,4,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105,4026.4,0,0,725.04,4751.44,1,Churned,Yes,1,92,2341,Other,Don't know,Yes
7242-QZLXF,Male,20,Yes,No,No,Yes,3,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,,No,0,No,Yes,Cable,51,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.3,25.3,0,10,0,35.3,2,Churned,Yes,1,91,5421,Competitor,Competitor made better offer,No
4576-CSAJH,Male,22,Yes,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,22,,Yes,33.53,No,Yes,DSL,59,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,55.15,1193.05,0,0,737.66,1930.71,3,Churned,Yes,1,90,5866,Competitor,Competitor made better offer,No
1000-AJSLD,Male,25,Yes,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,,Yes,4.11,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.1,20.1,0,0,4.11,24.21,1,Churned,Yes,1,90,4389,Competitor,Competitor made better offer,No
1062-LHZOD,Male,49,No,No,Yes,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,,Yes,4.99,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,69.9,69.9,0,0,4.99,74.89,1,Churned,Yes,1,90,2100,Competitor,Competitor made better offer,Yes
9600-NAXZN,Male,39,No,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,43,,Yes,49.64,Yes,Yes,Fiber Optic,27,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.4,4528,0,0,2134.52,6662.52,1,Churned,Yes,1,90,3370,Competitor,Competitor made better offer,No
6457-USBER,Male,34,No,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,1,,Yes,41.77,No,Yes,Fiber Optic,15,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.8,80.8,0,0,41.77,122.57,3,Churned,Yes,1,90,4424,Competitor,Competitor made better offer,No
4662-EKDPQ,Male,44,No,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,2,,Yes,37.29,Yes,Yes,Cable,20,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,62.05,118.3,0,0,74.58,192.88,1,Churned,Yes,1,90,5344,Competitor,Competitor made better offer,No
9259-PACGQ,Female,19,Yes,No,Yes,No,0,United States,California,Los Angeles,90026,"34.078991, -118.263804",34.078991,-118.263804,"73,686",Q3,Yes,1,34,,Yes,41.32,Yes,Yes,Cable,71,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,62.65,2274.9,0,0,1404.88,3679.78,1,Churned,Yes,1,91,3918,Competitor,Competitor had better devices,Yes
4415-IJZTP,Female,33,No,No,No,No,0,United States,California,Los Angeles,90027,"34.127194, -118.295647",34.127194,-118.295647,"48,727",Q3,No,0,1,,Yes,13.61,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.5,74.5,0,0,13.61,88.11,1,Churned,Yes,1,69,2016,Competitor,Competitor had better devices,No
1465-VINDH,Female,31,No,No,Yes,No,0,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,"30,568",Q3,Yes,1,10,,Yes,32.07,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,102.1,1068.85,0,0,320.7,1389.55,3,Churned,Yes,1,78,3596,Competitor,Competitor offered higher download speeds,Yes
2810-FTLEM,Female,21,Yes,No,No,No,0,United States,California,Los Angeles,90036,"34.070291, -118.349191",34.070291,-118.349191,"32,901",Q3,No,0,16,,Yes,14.26,No,Yes,DSL,53,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.15,762.25,0,0,228.16,990.41,2,Churned,Yes,1,69,4254,Competitor,Competitor offered higher download speeds,No
1925-TIBLE,Female,62,No,No,Yes,No,0,United States,California,Los Angeles,90049,"34.091829, -118.491244",34.091829,-118.491244,"33,523",Q3,Yes,1,7,,Yes,22.61,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,86.5,582.5,0,20,158.27,760.77,1,Churned,Yes,1,74,3887,Competitor,Competitor offered higher download speeds,Yes
1447-GIQMR,Male,54,No,No,Yes,No,0,United States,California,Los Angeles,90062,"34.003553, -118.308933",34.003553,-118.308933,"29,299",Q3,Yes,1,1,,Yes,2.2,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.15,69.15,0,0,2.2,71.35,2,Churned,Yes,1,87,4179,Competitor,Competitor offered more data,Yes
0872-NXJYS,Female,40,No,No,No,No,0,United States,California,West Hollywood,90069,"34.093781, -118.381061",34.093781,-118.381061,"20,408",Q3,No,0,9,,Yes,45.41,No,Yes,Fiber Optic,23,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.55,723.4,0,0,408.69,1132.09,1,Churned,Yes,1,81,3246,Competitor,Competitor offered more data,No
9412-ARGBX,Female,47,No,No,No,No,0,United States,California,Downey,90241,"33.940884, -118.128628",33.940884,-118.128628,"40,152",Q3,No,0,48,,Yes,29.54,No,Yes,Fiber Optic,29,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,95.5,4627.85,0,0,1417.92,6045.77,2,Churned,Yes,1,90,2459,Competitor,Competitor made better offer,No
2737-WFVYW,Female,28,Yes,No,No,No,0,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,"18,058",Q3,No,0,2,,No,0,No,Yes,DSL,48,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,45.25,85.5,0,10,0,95.5,1,Churned,Yes,1,74,4566,Dissatisfaction,Product dissatisfaction,No
9850-OWRHQ,Female,55,No,No,Yes,No,0,United States,California,Torrance,90502,"33.833181, -118.292062",33.833181,-118.292062,"17,058",Q3,Yes,1,3,,Yes,16.29,Yes,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.1,228,0,0,48.87,276.87,1,Churned,Yes,1,69,5657,Dissatisfaction,Lack of self-service on Website,Yes
8676-TRMJS,Male,27,Yes,No,No,No,0,United States,California,Torrance,90504,"33.867257, -118.330794",33.867257,-118.330794,"31,678",Q3,No,0,3,,Yes,34.49,Yes,Yes,Fiber Optic,52,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,75,209.1,0,0,103.47,312.57,1,Churned,Yes,1,88,3190,Dissatisfaction,Limited range of services,No
8182-PNAGI,Male,50,No,No,No,No,0,United States,California,Pico Rivera,90660,"33.989524, -118.089299",33.989524,-118.089299,"63,288",Q3,No,0,12,,Yes,46.58,No,Yes,DSL,26,No,No,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,50.25,593.75,0,120,558.96,1272.71,1,Churned,Yes,1,67,3624,Price,Extra data charges,No
2180-DXNEG,Female,46,No,No,No,No,0,United States,California,Harbor City,90710,"33.798266, -118.300237",33.798266,-118.300237,"24,660",Q3,No,0,12,,Yes,25.54,No,Yes,Fiber Optic,27,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96,1062.1,0,0,306.48,1368.58,1,Churned,Yes,1,89,5239,Dissatisfaction,Product dissatisfaction,No
5515-AKOAJ,Female,38,No,No,No,No,0,United States,California,Hawaiian Gardens,90716,"33.830431, -118.074071",33.830431,-118.074071,"14,852",Q3,No,0,54,,Yes,41.83,Yes,Yes,Fiber Optic,9,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.1,5440.9,0,0,2258.82,7699.72,1,Churned,Yes,1,75,5763,Dissatisfaction,Service dissatisfaction,No
8976-OQHGT,Female,38,No,No,Yes,Yes,3,United States,California,Lomita,90717,"33.794209, -118.317354",33.794209,-118.317354,"21,065",Q3,Yes,5,4,,Yes,42.71,No,Yes,DSL,56,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,56.5,235.1,0,0,170.84,405.94,2,Churned,Yes,1,91,5758,Dissatisfaction,Lack of self-service on Website,Yes
5294-CDGWY,Male,51,No,No,Yes,No,0,United States,California,Long Beach,90802,"33.752524, -118.210737",33.752524,-118.210737,"38,427",Q3,Yes,1,51,,No,0,No,Yes,DSL,2,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,59.3,3014.65,0,0,0,3014.65,1,Churned,Yes,1,95,5633,Other,Don't know,Yes
5295-PCJOO,Male,44,No,No,No,Yes,2,United States,California,Long Beach,90805,"33.864622, -118.179626",33.864622,-118.179626,"91,664",Q3,No,0,4,,Yes,9.77,No,Yes,Cable,16,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.4,184.4,0,10,39.08,233.48,1,Churned,Yes,1,84,4455,Other,Don't know,No
9863-JZAIC,Male,60,No,No,No,No,0,United States,California,Long Beach,90807,"33.830099, -118.182239",33.830099,-118.182239,"31,556",Q3,No,0,35,,Yes,48.93,No,Yes,Cable,14,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,55,2010.55,0,0,1712.55,3723.1,1,Churned,Yes,1,91,2220,Other,Don't know,No
7660-HDPJV,Female,51,No,No,No,No,0,United States,California,Long Beach,90810,"33.819814, -118.222416",33.819814,-118.222416,"35,656",Q3,No,0,1,,Yes,10.08,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.2,69.2,0,0,10.08,79.28,2,Churned,Yes,1,81,2637,Dissatisfaction,Poor expertise of online support,No
7931-PXHFC,Male,46,No,No,No,No,0,United States,California,Duarte,91010,"34.145695, -117.95982",34.145695,-117.95982,"27,414",Q3,No,0,38,,Yes,46.21,No,Yes,Cable,14,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,62.3,2354.8,0,0,1755.98,4110.78,3,Churned,Yes,1,83,3818,Dissatisfaction,Poor expertise of phone support,No
4919-MOAVT,Male,53,No,No,No,No,0,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,"27,891",Q3,No,0,3,Offer E,Yes,39.38,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.65,220.1,0,0,118.14,338.24,2,Churned,Yes,1,84,2421,Competitor,Competitor offered higher download speeds,No
3090-HAWSU,Male,44,No,No,No,No,0,United States,California,Pasadena,91107,"34.159007, -118.087353",34.159007,-118.087353,"32,369",Q3,No,0,61,,Yes,7.82,Yes,Yes,Fiber Optic,11,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,111.6,6876.05,0,0,477.02,7353.07,1,Churned,Yes,1,87,4495,Competitor,Competitor offered more data,No
9820-RMCQV,Female,43,No,No,No,No,0,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,"13,158",Q3,No,0,11,,Yes,19.01,No,Yes,DSL,8,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,48.55,501,0,130,209.11,840.11,1,Churned,Yes,1,92,4444,Competitor,Competitor made better offer,No
7839-QRKXN,Female,62,No,No,No,No,0,United States,California,Glendale,91203,"34.153338, -118.262974",34.153338,-118.262974,"14,493",Q3,No,0,1,Offer E,Yes,48.25,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.2,20.2,0,0,48.25,68.45,1,Churned,Yes,1,69,4197,Price,Long distance charges,No
5204-QZXPU,Male,50,No,No,No,No,0,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,"41,390",Q3,No,0,19,,No,0,No,Yes,DSL,21,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,39.65,733.35,0,0,0,733.35,1,Churned,Yes,1,78,2933,Competitor,Competitor had better devices,No
4597-ELFTS,Male,57,No,No,No,No,0,United States,California,Glendale,91206,"34.162515, -118.203869",34.162515,-118.203869,"31,297",Q3,No,0,56,,Yes,2.58,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.9,1334,0,0,144.48,1478.48,3,Churned,Yes,1,92,5327,Attitude,Attitude of support person,No
8450-JOVAH,Male,62,No,No,Yes,Yes,3,United States,California,Agoura Hills,91301,"34.129058, -118.759788",34.129058,-118.759788,"25,303",Q3,Yes,1,2,,Yes,5.67,Yes,Yes,DSL,53,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,56.7,113.55,0,0,11.34,124.89,1,Churned,Yes,1,77,5560,Competitor,Competitor offered higher download speeds,Yes
1113-IUJYX,Female,59,No,No,Yes,No,0,United States,California,Winnetka,91306,"34.209532, -118.577563",34.209532,-118.577563,"43,857",Q3,Yes,3,14,,Yes,5.63,No,Yes,Fiber Optic,23,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,105.95,1348.9,0,0,78.82,1427.72,1,Churned,Yes,1,84,5887,Competitor,Competitor offered higher download speeds,Yes
7758-XKCBS,Male,56,No,No,No,No,0,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,"68,018",Q3,No,0,15,,No,0,No,Yes,DSL,29,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,29.7,438.25,0,90,0,528.25,1,Churned,Yes,1,82,5518,Competitor,Competitor offered more data,No
8992-JQYUN,Male,40,No,No,Yes,No,0,United States,California,San Fernando,91340,"34.286131, -118.435969",34.286131,-118.435969,"33,389",Q3,Yes,1,1,Offer E,No,0,No,Yes,DSL,20,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.35,50.35,0,0,0,50.35,1,Churned,Yes,1,65,4526,Competitor,Competitor offered more data,Yes
0617-AQNWT,Female,61,No,No,Yes,No,0,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,"57,017",Q3,Yes,5,64,,No,0,No,Yes,DSL,27,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,47.85,3147.5,0,0,0,3147.5,1,Churned,Yes,1,66,6347,Competitor,Competitor made better offer,Yes
2446-PLQVO,Male,32,No,No,No,No,0,United States,California,Santa Clarita,91350,"34.502432, -118.41459",34.502432,-118.41459,"40,077",Q3,No,0,1,Offer E,Yes,5.67,No,Yes,Fiber Optic,7,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,70.3,0,0,5.67,75.97,2,Churned,Yes,1,78,4512,Other,Don't know,No
8784-CGILN,Female,34,No,No,No,No,0,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,"27,424",Q3,No,0,18,,Yes,36.49,Yes,Yes,Fiber Optic,3,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.85,1776.95,0,0,656.82,2433.77,1,Churned,Yes,1,91,3068,Dissatisfaction,Product dissatisfaction,No
9451-LPGOO,Male,22,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,7,Offer E,Yes,30.61,Yes,Yes,Fiber Optic,59,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86.8,620.35,0,0,214.27,834.62,2,Churned,Yes,1,66,3780,Competitor,Competitor made better offer,No
2025-JKFWI,Male,31,No,No,No,No,0,United States,California,Burbank,91501,"34.188339, -118.300942",34.188339,-118.300942,"18,112",Q3,No,0,13,,Yes,24.14,Yes,Yes,Fiber Optic,21,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99,1301.7,0,0,313.82,1615.52,1,Churned,Yes,1,81,3493,Price,Lack of affordable download/upload speed,No
4078-SAYYN,Female,45,No,No,No,No,0,United States,California,Burbank,91502,"34.177267, -118.31003",34.177267,-118.31003,"11,517",Q3,No,0,11,,Yes,48.64,Yes,Yes,Fiber Optic,28,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.75,1129.75,0,0,535.04,1664.79,2,Churned,Yes,1,65,2229,Price,Long distance charges,No
9940-HPQPG,Female,58,No,No,Yes,No,0,United States,California,North Hollywood,91601,"34.1692, -118.372498",34.1692,-118.372498,"36,625",Q3,Yes,1,9,Offer E,Yes,22,Yes,Yes,Fiber Optic,7,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,91.75,865.8,0,0,198,1063.8,1,Churned,Yes,1,91,4176,Price,Extra data charges,Yes
6618-RYATB,Female,56,No,No,No,No,0,United States,California,North Hollywood,91605,"34.207295, -118.400022",34.207295,-118.400022,"57,146",Q3,No,0,1,Offer E,Yes,5.1,Yes,Yes,Fiber Optic,10,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.55,79.55,0,0,5.1,84.65,2,Churned,Yes,1,93,5571,Price,Price too high,No
9079-YEXQJ,Female,56,No,No,No,No,0,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,"75,319",Q3,No,0,54,,Yes,46.74,Yes,Yes,Fiber Optic,16,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,111.1,6014.85,0,50,2523.96,8588.81,1,Churned,Yes,1,93,5527,Dissatisfaction,Product dissatisfaction,No
2685-SREOM,Female,36,No,No,Yes,No,0,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,"51,970",Q3,Yes,1,25,,Yes,23.24,Yes,Yes,Fiber Optic,25,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.1,2368.4,0,0,581,2949.4,1,Churned,Yes,1,96,4793,Competitor,Competitor had better devices,Yes
0402-CQAJN,Female,22,Yes,No,No,No,0,United States,California,El Monte,91732,"34.074492, -118.01462",34.074492,-118.01462,"62,660",Q3,No,0,37,,Yes,24.04,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.9,3545.35,0,0,889.48,4434.83,3,Churned,Yes,1,83,4437,Dissatisfaction,Lack of self-service on Website,No
6692-UDPJC,Female,61,No,No,Yes,Yes,1,United States,California,South El Monte,91733,"34.04622, -118.053753",34.04622,-118.053753,"45,645",Q3,Yes,1,14,,Yes,9.13,Yes,Yes,Fiber Optic,12,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.65,1301,0,0,127.82,1428.82,3,Churned,Yes,1,65,4304,Dissatisfaction,Network reliability,Yes
0295-PPHDO,Male,56,No,No,No,No,0,United States,California,La Puente,91744,"34.031441, -117.936436",34.031441,-117.936436,"84,965",Q3,No,0,1,,Yes,5.59,Yes,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.45,95.45,0,0,5.59,101.04,1,Churned,Yes,1,71,5962,Competitor,Competitor had better devices,No
1195-OIYEJ,Male,54,No,No,No,No,0,United States,California,La Puente,91746,"34.038983, -117.991372",34.038983,-117.991372,"30,802",Q3,No,0,13,Offer D,Yes,5.43,No,Yes,Fiber Optic,26,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,91.1,1135.7,0,80,70.59,1286.29,2,Churned,Yes,1,78,5347,Attitude,Attitude of support person,No
5906-CVLHP,Female,60,No,No,Yes,No,0,United States,California,Rowland Heights,91748,"33.976753, -117.897367",33.976753,-117.897367,"46,342",Q3,Yes,1,45,,Yes,42.04,No,Yes,Cable,26,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,54.15,2319.8,0,0,1891.8,4211.6,2,Churned,Yes,1,92,2761,Attitude,Attitude of service provider,Yes
4501-EQDRN,Female,64,No,No,No,No,0,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,"34,447",Q3,No,0,1,,Yes,21.52,No,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.7,69.7,0,0,21.52,91.22,2,Churned,Yes,1,91,4620,Attitude,Attitude of service provider,No
2990-HWIML,Female,58,No,No,No,No,0,United States,California,Ontario,91764,"34.074087, -117.605618",34.074087,-117.605618,"49,474",Q3,No,0,6,Offer E,Yes,47.92,No,Yes,Fiber Optic,25,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.5,573.3,0,0,287.52,860.82,1,Churned,Yes,1,82,2898,Competitor,Competitor had better devices,No
7384-GHBPI,Male,61,No,No,Yes,No,0,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,Yes,1,3,Offer E,No,0,No,Yes,Cable,13,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,35.15,99.75,0,0,0,99.75,2,Churned,Yes,1,83,2987,Attitude,Attitude of support person,Yes
7603-USHJS,Male,27,Yes,No,No,Yes,1,United States,California,San Gabriel,91775,"34.114772, -118.089431",34.114772,-118.089431,"23,444",Q3,No,0,12,Offer D,Yes,14.96,Yes,Yes,Fiber Optic,59,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,73.75,871.4,0,0,179.52,1050.92,3,Churned,Yes,1,78,2010,Attitude,Attitude of support person,No
5876-HZVZM,Female,55,No,No,Yes,Yes,3,United States,California,West Covina,91792,"34.024405, -117.898722",34.024405,-117.898722,"31,622",Q3,Yes,1,6,Offer E,Yes,14.51,No,Yes,Cable,20,Yes,Yes,No,No,No,No,No,No,Month-to-Month,No,Credit Card,55.9,365.35,0,30,87.06,482.41,1,Churned,Yes,1,87,4914,Attitude,Attitude of service provider,Yes
3085-QUOZK,Female,55,No,No,No,No,0,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,"16,486",Q3,No,0,1,Offer E,Yes,34.48,No,Yes,Cable,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,43.95,43.95,0,0,34.48,78.43,3,Churned,Yes,1,76,3238,Attitude,Attitude of service provider,No
3926-CUQZX,Male,27,Yes,No,No,No,0,United States,California,Campo,91906,"32.673483, -116.472863",32.673483,-116.472863,"3,133",Q3,No,0,1,Offer E,Yes,11.06,No,Yes,DSL,58,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,45.1,45.1,0,0,11.06,56.16,3,Churned,Yes,1,77,4884,Other,Don't know,No
1041-RXHRA,Female,25,Yes,No,No,No,0,United States,California,Guatay,91931,"32.857946, -116.561917",32.857946,-116.561917,796,Q3,No,0,41,,Yes,40.78,No,Yes,Fiber Optic,41,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,70.25,2868.05,0,0,1671.98,4540.03,3,Churned,Yes,1,69,3407,Attitude,Attitude of support person,No
1750-CSKKM,Male,40,No,No,No,Yes,3,United States,California,Imperial Beach,91932,"32.579134, -117.119009",32.579134,-117.119009,"26,662",Q3,No,0,9,Offer E,Yes,41.02,No,Yes,DSL,27,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.35,449.75,0,0,369.18,818.93,1,Churned,Yes,1,70,2688,Competitor,Competitor had better devices,No
8267-ZNYVZ,Female,47,No,No,Yes,No,0,United States,California,Spring Valley,91977,"32.726627, -116.994608",32.726627,-116.994608,"56,100",Q3,Yes,1,33,,Yes,15.66,No,Yes,Fiber Optic,24,Yes,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,103.75,3361.05,0,100,516.78,3977.83,1,Churned,Yes,1,81,3824,Attitude,Attitude of service provider,Yes
6457-GIRWB,Male,57,No,No,No,No,0,United States,California,Carlsbad,92008,"33.148116, -117.306043",33.148116,-117.306043,"35,582",Q3,No,0,1,,Yes,22.03,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.35,69.35,0,0,22.03,91.38,2,Churned,Yes,1,88,2843,Attitude,Attitude of service provider,No
1450-SKCVI,Female,22,Yes,No,No,No,0,United States,California,Del Mar,92014,"32.948262, -117.256086",32.948262,-117.256086,"13,945",Q3,No,0,56,,Yes,35.59,No,Yes,Fiber Optic,69,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,73.85,4092.85,0,0,1993.04,6085.89,3,Churned,Yes,1,72,5276,Attitude,Attitude of support person,No
5570-PTWEH,Female,33,No,No,Yes,No,0,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,"47,126",Q3,Yes,1,3,,Yes,15.02,Yes,Yes,Fiber Optic,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.15,216.75,0,0,45.06,261.81,2,Churned,Yes,1,78,2270,Attitude,Attitude of support person,Yes
6502-MJQAE,Male,27,Yes,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,1,,Yes,46.21,No,Yes,Fiber Optic,58,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.6,69.6,0,0,46.21,115.81,1,Churned,Yes,1,87,2072,Competitor,Competitor made better offer,No
7693-LCKZL,Male,57,No,No,Yes,Yes,1,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,"3,577",Q3,Yes,1,5,,Yes,11.54,Yes,Yes,Fiber Optic,19,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.15,385,0,0,57.7,442.7,1,Churned,Yes,1,84,5124,Competitor,Competitor had better devices,Yes
0032-PGELS,Female,37,No,No,Yes,Yes,1,United States,California,Palomar Mountain,92060,"33.309852, -116.823091",33.309852,-116.823091,234,Q3,Yes,1,1,,No,0,No,Yes,DSL,19,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,30.5,30.5,0,0,0,30.5,1,Churned,Yes,1,74,5171,Attitude,Attitude of service provider,Yes
6797-LNAQX,Male,34,No,No,Yes,No,0,United States,California,Poway,92064,"32.984395, -117.013454",32.984395,-117.013454,"47,969",Q3,Yes,1,70,Offer A,Yes,29.59,Yes,Yes,Fiber Optic,3,No,Yes,No,No,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,98.3,6859.5,0,20,2071.3,8950.8,2,Churned,Yes,1,91,4794,Competitor,Competitor had better devices,Yes
6394-MFYNG,Female,20,Yes,No,No,No,0,United States,California,Solana Beach,92075,"33.001813, -117.263628",33.001813,-117.263628,"12,173",Q3,No,0,48,,Yes,5.19,Yes,Yes,Fiber Optic,47,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,107.4,5121.3,0,0,249.12,5370.42,2,Churned,Yes,1,89,4956,Attitude,Attitude of support person,No
8155-IBNHG,Female,55,No,No,Yes,No,0,United States,California,San Diego,92103,"32.747484, -117.166877",32.747484,-117.166877,"30,202",Q3,Yes,1,24,,Yes,17.73,Yes,Yes,Fiber Optic,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.4,1747.85,0,0,425.52,2173.37,3,Churned,Yes,1,74,2325,Attitude,Attitude of support person,Yes
4745-LSPLO,Male,22,Yes,No,No,No,0,United States,California,San Diego,92111,"32.805518, -117.169052",32.805518,-117.169052,"46,828",Q3,No,0,1,,Yes,19.85,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.5,20.5,0,0,19.85,40.35,2,Churned,Yes,1,84,3731,Attitude,Attitude of support person,No
8083-YTZES,Male,52,No,No,No,No,0,United States,California,San Diego,92113,"32.697098, -117.116587",32.697098,-117.116587,"47,431",Q3,No,0,4,,Yes,47.82,Yes,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.35,265.35,0,0,191.28,456.63,1,Churned,Yes,1,73,3622,Attitude,Attitude of support person,No
3976-BWUCK,Female,63,No,No,Yes,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,Yes,1,30,,Yes,7.01,Yes,Yes,Fiber Optic,24,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,94.1,2804.45,0,0,210.3,3014.75,3,Churned,Yes,1,94,5255,Competitor,Competitor made better offer,Yes
3585-ISXZP,Female,53,No,No,No,No,0,United States,California,Indio,92201,"33.713891, -116.237257",33.713891,-116.237257,"56,307",Q3,No,0,8,,Yes,29.66,Yes,Yes,Fiber Optic,12,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,95.65,778.1,0,0,237.28,1015.38,3,Churned,Yes,1,95,5335,Attitude,Attitude of support person,No
4174-LPGTI,Female,49,No,No,Yes,No,0,United States,California,Beaumont,92223,"33.946982, -116.977672",33.946982,-116.977672,"17,721",Q3,Yes,1,41,,Yes,32.02,No,Yes,DSL,28,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,66.5,2728.6,0,0,1312.82,4041.42,3,Churned,Yes,1,65,2517,Other,Moved,Yes
2108-XWMPY,Male,29,Yes,No,No,No,0,United States,California,Cabazon,92230,"33.929812, -116.76058",33.929812,-116.76058,"2,355",Q3,No,0,3,,No,0,No,Yes,DSL,85,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,35.45,106.85,0,0,0,106.85,1,Churned,Yes,1,70,2095,Other,Moved,No
6304-IJFSQ,Male,63,No,No,No,No,0,United States,California,Calipatria,92233,"33.143826, -115.497485",33.143826,-115.497485,"7,857",Q3,No,0,3,,Yes,46.57,No,Yes,Cable,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.9,130.1,0,0,139.71,269.81,3,Churned,Yes,1,73,5585,Other,Moved,No
0093-XWZFY,Male,51,No,No,No,No,0,United States,California,Desert Hot Springs,92241,"33.832799, -116.250973",33.832799,-116.250973,"5,529",Q3,No,0,40,,Yes,37.69,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,104.5,4036.85,0,0,1507.6,5544.45,1,Churned,Yes,1,93,2832,Competitor,Competitor had better devices,No
7703-ZEKEF,Male,47,No,No,No,No,0,United States,California,Heber,92249,"32.730583, -115.501083",32.730583,-115.501083,"3,535",Q3,No,0,23,Offer D,Yes,18.7,Yes,Yes,Fiber Optic,24,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81,1917.1,0,0,430.1,2347.2,2,Churned,Yes,1,78,5701,Competitor,Competitor offered more data,No
5482-NUPNA,Female,28,Yes,No,No,No,0,United States,California,Imperial,92251,"32.858595, -115.662709",32.858595,-115.662709,"14,546",Q3,No,0,4,,Yes,18.03,No,Yes,Cable,59,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,60.4,272.15,0,0,72.12,344.27,1,Churned,Yes,1,90,5730,Competitor,Competitor had better devices,No
1122-JWTJW,Male,64,No,No,Yes,Yes,2,United States,California,Ocotillo,92259,"32.698964, -115.886656",32.698964,-115.886656,471,Q3,Yes,1,1,,Yes,37.68,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.65,70.65,0,0,37.68,108.33,1,Churned,Yes,1,82,3463,Competitor,Competitor had better devices,Yes
1699-HPSBG,Male,44,No,No,No,No,0,United States,California,Palm Springs,92264,"33.745746, -116.514215",33.745746,-116.514215,"18,884",Q3,No,0,12,Offer D,Yes,9.6,No,Yes,Cable,23,No,No,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,59.8,727.8,0,0,115.2,843,3,Churned,Yes,1,69,4581,Competitor,Competitor offered higher download speeds,No
8775-CEBBJ,Female,40,No,No,No,No,0,United States,California,Seeley,92273,"32.790282, -115.689559",32.790282,-115.689559,"1,632",Q3,No,0,9,,Yes,41.92,No,Yes,Cable,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.2,403.35,0,0,377.28,780.63,2,Churned,Yes,1,87,2029,Competitor,Competitor offered higher download speeds,No
0639-TSIQW,Female,28,Yes,No,No,No,0,United States,California,White Water,92282,"33.972293, -116.654195",33.972293,-116.654195,805,Q3,No,0,67,Offer A,Yes,37.5,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,102.95,6886.25,0,0,2512.5,9398.75,1,Churned,Yes,1,70,5620,Competitor,Competitor offered more data,No
7590-VHVEG,Female,36,No,No,Yes,No,0,United States,California,Los Angeles,90001,"33.973616, -118.24902",33.973616,-118.24902,"54,492",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,10,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.85,29.85,0,0,0,29.85,3,Joined,No,0,27,3964,,,Yes
5575-GNVDE,Male,46,No,No,No,No,0,United States,California,Los Angeles,90002,"33.949255, -118.246978",33.949255,-118.246978,"44,586",Q3,No,0,34,,Yes,17.09,No,Yes,DSL,16,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Mailed Check,56.95,1889.5,0,0,581.06,2470.56,3,Stayed,No,0,61,3441,,,No
7795-CFOCW,Male,53,No,No,No,No,0,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,"67,852",Q3,No,0,45,,No,0,No,Yes,DSL,10,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,42.3,1840.75,0,0,0,1840.75,3,Stayed,No,0,66,4307,,,No
1452-KIOVK,Male,42,No,No,No,Yes,3,United States,California,Los Angeles,90007,"34.027337, -118.28515",34.027337,-118.28515,"45,025",Q3,No,0,22,Offer D,Yes,29.54,Yes,Yes,Fiber Optic,53,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,89.1,1949.4,0,0,649.88,2599.28,4,Stayed,No,0,43,4459,,,No
6713-OKOMC,Female,42,No,No,No,No,0,United States,California,Los Angeles,90008,"34.008293, -118.346766",34.008293,-118.346766,"30,852",Q3,No,0,10,Offer D,No,0,No,Yes,DSL,8,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,29.75,301.9,0,0,0,301.9,3,Stayed,No,0,51,2013,,,No
6388-TABGU,Male,48,No,No,No,No,0,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,"101,215",Q3,No,0,62,Offer B,Yes,7.96,No,Yes,DSL,8,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,56.15,3487.95,0,0,493.52,3981.47,4,Stayed,No,0,58,4529,,,No
9763-GRSKD,Male,37,No,No,Yes,Yes,2,United States,California,Los Angeles,90012,"34.065875, -118.238728",34.065875,-118.238728,"30,596",Q3,Yes,1,13,Offer D,Yes,29.68,No,Yes,DSL,22,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,49.95,587.45,0,150,385.84,1123.29,3,Stayed,No,0,76,5764,,,Yes
7469-LKBCI,Male,21,Yes,No,No,No,0,United States,California,Los Angeles,90013,"34.044639, -118.240413",34.044639,-118.240413,"9,732",Q3,No,0,16,Offer D,Yes,32.62,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,18.95,326.8,0,0,521.92,848.72,3,Stayed,No,0,39,4726,,,No
8091-TTVAX,Male,39,No,No,Yes,No,0,United States,California,Los Angeles,90014,"34.043144, -118.251977",34.043144,-118.251977,"3,524",Q3,Yes,7,58,Offer B,Yes,5.69,Yes,Yes,Fiber Optic,10,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,100.35,5681.1,0,0,330.02,6011.12,3,Stayed,No,0,71,6432,,,Yes
5129-JLPIS,Male,27,Yes,No,No,No,0,United States,California,Los Angeles,90016,"34.028331, -118.354338",34.028331,-118.354338,"46,984",Q3,No,0,25,,Yes,10.4,No,Yes,Fiber Optic,48,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.5,2686.05,0,0,260,2946.05,3,Stayed,No,0,75,5822,,,No
3655-SNQYZ,Female,48,No,No,Yes,No,0,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,"20,692",Q3,Yes,7,69,Offer A,Yes,33.23,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,113.25,7895.15,0,0,2292.87,10188.02,4,Stayed,No,0,43,5141,,,Yes
8191-XWSZG,Female,57,No,No,No,No,0,United States,California,Los Angeles,90018,"34.028735, -118.317236",34.028735,-118.317236,"47,143",Q3,No,0,52,Offer B,Yes,22.55,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.65,1022.95,0,0,1172.6,2195.55,4,Stayed,No,0,35,5186,,,No
9959-WOFKT,Male,61,No,No,No,No,0,United States,California,Los Angeles,90019,"34.049841, -118.33846",34.049841,-118.33846,"67,520",Q3,No,0,71,,Yes,14.67,Yes,Yes,Fiber Optic,7,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,106.7,7382.25,0,0,1041.57,8423.82,3,Stayed,No,0,73,4479,,,No
4183-MYFRB,Female,30,No,No,No,No,0,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,"3,012",Q3,No,0,21,Offer D,Yes,6.49,No,Yes,Fiber Optic,73,No,Yes,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,90.05,1862.9,0,30,136.29,2029.19,3,Stayed,No,0,57,5982,,,No
1680-VDCWW,Male,45,No,No,Yes,No,0,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,"47,487",Q3,Yes,10,12,Offer D,Yes,11.04,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.8,202.25,0,0,132.48,334.73,4,Stayed,No,0,77,5279,,,Yes
3638-WEABW,Female,25,Yes,No,Yes,No,0,United States,California,Los Angeles,90025,"34.046174, -118.446333",34.046174,-118.446333,"41,175",Q3,Yes,1,58,Offer B,Yes,48.98,Yes,Yes,Cable,76,No,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,59.9,3505.1,0,0,2840.84,6345.94,3,Stayed,No,0,53,6407,,,Yes
6322-HRPFA,Male,42,No,No,Yes,Yes,2,United States,California,Los Angeles,90026,"34.078991, -118.263804",34.078991,-118.263804,"73,686",Q3,Yes,3,49,Offer B,Yes,5.29,No,Yes,Cable,30,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,59.6,2970.3,0,0,259.21,3229.51,3,Stayed,No,0,79,4986,,,Yes
6865-JZNKO,Female,25,Yes,No,No,No,0,United States,California,Los Angeles,90027,"34.127194, -118.295647",34.127194,-118.295647,"48,727",Q3,No,0,30,,Yes,19.41,No,Yes,Cable,27,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,55.3,1530.6,0,0,582.3,2112.9,4,Stayed,No,0,65,2725,,,No
5248-YGIJN,Male,36,No,No,Yes,No,0,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,"38,415",Q3,Yes,9,72,,Yes,10.92,Yes,Yes,DSL,28,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.25,6369.45,0,0,786.24,7155.69,3,Stayed,No,0,21,5974,,,Yes
6827-IEAUQ,Female,46,No,No,Yes,No,0,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,"27,799",Q3,Yes,5,27,,Yes,40.21,No,Yes,DSL,13,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,66.15,1874.45,0,0,1085.67,2960.12,3,Stayed,No,0,66,3213,,,Yes
7310-EGVHZ,Male,35,No,No,No,No,0,United States,California,Los Angeles,90036,"34.070291, -118.349191",34.070291,-118.349191,"32,901",Q3,No,0,1,Offer E,Yes,24.48,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.2,20.2,0,0,24.48,44.68,5,Joined,No,0,77,5526,,,No
6234-RAAPL,Female,60,No,No,Yes,No,0,United States,California,Los Angeles,90038,"34.088017, -118.327168",34.088017,-118.327168,"32,562",Q3,Yes,7,72,,Yes,23.66,Yes,Yes,Fiber Optic,26,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,99.9,7251.7,0,0,1703.52,8955.22,4,Stayed,No,0,79,5915,,,Yes
6572-ADKRS,Female,19,Yes,No,No,No,0,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,"9,805",Q3,No,0,46,Offer B,Yes,42.44,No,Yes,Fiber Optic,69,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.8,3548.3,0,0,1952.24,5500.54,3,Stayed,No,0,41,3395,,,No
8865-TNMNX,Male,53,No,No,Yes,No,0,United States,California,Los Angeles,90043,"33.988543, -118.334081",33.988543,-118.334081,"44,764",Q3,Yes,6,10,Offer D,Yes,26.17,No,Yes,DSL,7,No,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,49.55,475.7,0,0,261.7,737.4,3,Stayed,No,0,22,2392,,,Yes
9489-DEDVP,Female,52,No,No,Yes,No,0,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,"87,383",Q3,Yes,8,70,,Yes,29.38,Yes,Yes,DSL,23,Yes,Yes,No,No,Yes,No,No,No,Two Year,Yes,Credit Card,69.2,4872.35,0,80,2056.6,7008.95,3,Stayed,No,0,25,4715,,,Yes
9867-JCZSP,Female,28,Yes,No,Yes,No,0,United States,California,Los Angeles,90045,"33.954017, -118.402447",33.954017,-118.402447,"39,334",Q3,Yes,8,17,Offer D,Yes,8.74,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.75,418.25,0,0,148.58,566.83,4,Stayed,No,0,64,3646,,,Yes
4671-VJLCL,Female,36,No,No,No,No,0,United States,California,Los Angeles,90046,"34.108455, -118.362081",34.108455,-118.362081,"49,839",Q3,No,0,63,Offer B,Yes,12.82,Yes,Yes,DSL,17,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,79.85,4861.45,0,0,807.66,5669.11,3,Stayed,No,0,70,4595,,,No
4080-IIARD,Female,42,No,No,Yes,No,0,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,"47,107",Q3,Yes,1,13,Offer D,Yes,11.79,Yes,Yes,DSL,29,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.2,981.45,0,0,153.27,1134.72,5,Stayed,No,0,41,2569,,,Yes
3714-NTNFO,Female,49,No,No,No,No,0,United States,California,Los Angeles,90048,"34.072945, -118.37267",34.072945,-118.37267,"21,739",Q3,No,0,49,Offer B,Yes,27.2,Yes,Yes,Fiber Optic,24,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.5,3906.7,0,0,1332.8,5239.5,5,Stayed,No,0,71,6434,,,No
5948-UJZLF,Male,22,Yes,No,No,No,0,United States,California,Los Angeles,90049,"34.091829, -118.491244",34.091829,-118.491244,"33,523",Q3,No,0,2,,Yes,40.75,No,Yes,DSL,71,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,49.25,97,0,0,81.5,178.5,5,Joined,No,0,57,3805,,,No
7639-LIAYI,Male,23,Yes,No,No,No,0,United States,California,Los Angeles,90057,"34.061918, -118.277939",34.061918,-118.277939,"44,004",Q3,No,0,52,Offer B,Yes,29.16,Yes,Yes,Cable,73,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,79.75,4217.8,0,0,1516.32,5734.12,4,Stayed,No,0,49,4142,,,No
2954-PIBKO,Female,64,No,No,Yes,No,0,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,"3,642",Q3,Yes,7,69,,Yes,39.88,Yes,Yes,Cable,17,Yes,No,Yes,Yes,No,No,No,No,Two Year,Yes,Credit Card,64.15,4254.1,0,40,2751.72,7045.82,3,Stayed,No,0,62,5128,,,Yes
8769-KKTPH,Female,44,No,No,Yes,No,0,United States,California,Los Angeles,90066,"34.002028, -118.430656",34.002028,-118.430656,"55,204",Q3,Yes,2,63,Offer B,Yes,1.43,Yes,Yes,Fiber Optic,16,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,99.65,6311.2,0,0,90.09,6401.29,3,Stayed,No,0,79,4572,,,Yes
3957-SQXML,Female,61,No,No,Yes,No,0,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,"21,728",Q3,Yes,10,34,,Yes,25.21,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.95,894.3,0,0,857.14,1751.44,3,Stayed,No,0,62,5408,,,Yes
5954-BDFSG,Female,40,No,No,No,No,0,United States,California,West Hollywood,90069,"34.093781, -118.381061",34.093781,-118.381061,"20,408",Q3,No,0,72,,Yes,9.47,Yes,Yes,Fiber Optic,21,No,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,107.5,7853.7,0,60,681.84,8595.54,3,Stayed,No,0,53,4708,,,No
0434-CSFON,Female,34,No,No,Yes,No,0,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,21,Q3,Yes,3,47,Offer B,Yes,38.15,Yes,Yes,Fiber Optic,14,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.5,4707.1,0,0,1793.05,6500.15,3,Stayed,No,0,70,4488,,,Yes
1215-FIGMP,Male,27,Yes,No,No,No,0,United States,California,Los Angeles,90077,"34.102084, -118.451629",34.102084,-118.451629,"10,470",Q3,No,0,60,Offer B,Yes,42.88,Yes,Yes,Fiber Optic,52,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.9,5450.7,0,0,2572.8,8023.5,3,Stayed,No,0,35,6292,,,No
0526-SXDJP,Male,36,No,No,Yes,No,0,United States,California,Bell,90201,"33.970343, -118.171368",33.970343,-118.171368,"105,285",Q3,Yes,7,72,Offer A,No,0,No,Yes,Cable,17,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,42.1,2962,0,0,0,2962,4,Stayed,No,0,29,6091,,,Yes
0557-ASKVU,Female,43,No,No,Yes,No,0,United States,California,Beverly Hills,90210,"34.099891, -118.414338",34.099891,-118.414338,"21,397",Q3,Yes,2,18,Offer D,Yes,44.97,No,Yes,Cable,7,No,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,54.4,957.1,0,0,809.46,1766.56,5,Stayed,No,0,33,4948,,,Yes
5122-CYFXA,Female,53,No,No,No,No,0,United States,California,Beverly Hills,90212,"34.062095, -118.401508",34.062095,-118.401508,"11,355",Q3,No,0,3,Offer E,Yes,38.99,No,Yes,DSL,20,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,75.3,244.1,0,0,116.97,361.07,3,Joined,No,0,35,5387,,,No
8627-ZYGSZ,Male,32,No,No,Yes,No,0,United States,California,Compton,90220,"33.88151, -118.234451",33.88151,-118.234451,"47,305",Q3,Yes,8,47,Offer B,Yes,39.52,Yes,Yes,Fiber Optic,30,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,78.9,3650.35,0,0,1857.44,5507.79,5,Stayed,No,0,61,3817,,,Yes
3410-YOQBQ,Female,61,No,No,No,No,0,United States,California,Compton,90221,"33.885811, -118.206459",33.885811,-118.206459,"51,387",Q3,No,0,31,,Yes,25.57,No,Yes,DSL,27,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,79.2,2497.2,0,70,792.67,3359.87,5,Stayed,No,0,78,4984,,,No
3170-NMYVV,Female,37,No,No,Yes,No,0,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,"29,825",Q3,Yes,5,50,Offer B,Yes,26.95,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.15,930.9,0,0,1347.5,2278.4,4,Stayed,No,0,20,5849,,,Yes
7410-OIEDU,Male,29,Yes,No,No,No,0,United States,California,Culver City,90230,"33.993991, -118.39704",33.993991,-118.39704,"31,963",Q3,No,0,10,,Yes,48.38,No,Yes,Fiber Optic,42,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.85,887.35,0,0,483.8,1371.15,3,Stayed,No,0,38,5983,,,No
2273-QCKXA,Male,39,No,No,No,No,0,United States,California,Culver City,90232,"34.019323, -118.391902",34.019323,-118.391902,"15,195",Q3,No,0,1,,Yes,25.77,No,Yes,Cable,5,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,49.05,49.05,0,0,25.77,74.82,3,Joined,No,0,30,3178,,,No
0731-EBJQB,Female,24,Yes,No,Yes,No,0,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,"24,908",Q3,Yes,3,52,Offer B,Yes,5.65,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.4,1090.65,0,0,293.8,1384.45,3,Stayed,No,0,26,5482,,,Yes
8028-PNXHQ,Male,40,No,No,Yes,No,0,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,"42,459",Q3,Yes,4,62,Offer B,Yes,48.73,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.25,1424.6,0,0,3021.26,4445.86,5,Stayed,No,0,33,4444,,,Yes
5630-AHZIL,Female,51,No,No,No,Yes,3,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,"16,041",Q3,No,0,3,Offer E,Yes,39.55,No,Yes,DSL,56,Yes,No,No,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,64.5,177.4,0,60,118.65,356.05,3,Joined,No,0,54,5613,,,No
6416-JNVRK,Female,50,No,No,No,No,0,United States,California,Gardena,90248,"33.876482, -118.284077",33.876482,-118.284077,"9,960",Q3,No,0,46,Offer B,Yes,2.03,No,Yes,Cable,7,No,No,No,No,No,Yes,Yes,Yes,One Year,No,Credit Card,55.65,2688.85,0,0,93.38,2782.23,5,Stayed,No,0,56,2867,,,No
5590-ZSKRV,Female,62,No,No,Yes,Yes,1,United States,California,Gardena,90249,"33.90139, -118.315697",33.90139,-118.315697,"26,442",Q3,Yes,1,8,Offer E,Yes,38.78,No,Yes,DSL,18,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,54.65,482.25,0,0,310.24,792.49,3,Stayed,No,0,43,5614,,,Yes
3887-PBQAO,Female,48,No,No,Yes,No,0,United States,California,Hermosa Beach,90254,"33.86532, -118.396336",33.86532,-118.396336,"18,693",Q3,Yes,4,45,Offer B,Yes,22.49,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,25.9,1216.6,0,0,1012.05,2228.65,4,Stayed,No,0,78,5741,,,Yes
8108-UXRQN,Female,23,Yes,No,Yes,Yes,1,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,"33,300",Q3,Yes,1,11,,No,0,No,Yes,Cable,41,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,50.55,565.35,0,0,0,565.35,3,Stayed,No,0,28,3443,,,Yes
9919-YLNNG,Female,38,No,No,No,No,0,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,11,Q3,No,0,42,Offer B,Yes,40.15,No,Yes,Fiber Optic,28,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,103.8,4327.5,0,110,1686.3,6123.8,4,Stayed,No,0,37,4005,,,No
0318-ZOPWS,Female,31,No,No,Yes,No,0,United States,California,Malibu,90265,"34.074572, -118.831181",34.074572,-118.831181,"19,630",Q3,Yes,10,49,,Yes,2.82,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.15,973.35,0,0,138.18,1111.53,5,Stayed,No,0,37,5422,,,Yes
4445-ZJNMU,Male,30,No,No,No,No,0,United States,California,Manhattan Beach,90266,"33.889632, -118.39737",33.889632,-118.39737,"33,758",Q3,No,0,9,Offer E,Yes,4.81,Yes,Yes,Fiber Optic,69,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.3,918.75,0,0,43.29,962.04,3,Stayed,No,0,69,3540,,,No
4808-YNLEU,Female,51,No,No,Yes,No,0,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,"28,094",Q3,Yes,1,35,Offer C,Yes,24.53,No,Yes,DSL,30,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,62.15,2215.45,0,0,858.55,3074,4,Stayed,No,0,39,5255,,,Yes
1862-QRWPE,Female,24,Yes,No,Yes,No,0,United States,California,Pacific Palisades,90272,"34.079449, -118.548306",34.079449,-118.548306,"22,548",Q3,Yes,10,48,,Yes,37.96,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.65,1057,0,0,1822.08,2879.08,5,Stayed,No,0,25,4124,,,Yes
2796-NNUFI,Female,56,No,No,Yes,No,0,United States,California,Palos Verdes Peninsula,90274,"33.788208, -118.404955",33.788208,-118.404955,"24,979",Q3,Yes,1,46,,Yes,30.47,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.95,927.1,0,0,1401.62,2328.72,5,Stayed,No,0,80,5480,,,Yes
3016-KSVCP,Male,47,No,No,Yes,No,0,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,"41,263",Q3,Yes,4,29,Offer C,No,0,No,Yes,DSL,22,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,33.75,1009.25,0,0,0,1009.25,3,Stayed,No,0,62,3664,,,Yes
4767-HZZHQ,Male,32,No,No,Yes,Yes,3,United States,California,Redondo Beach,90277,"33.830453, -118.384565",33.830453,-118.384565,"34,191",Q3,Yes,5,30,Offer C,Yes,6.19,No,Yes,Fiber Optic,21,No,Yes,Yes,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,82.05,2570.2,0,120,185.7,2875.9,3,Stayed,No,0,9,5036,,,Yes
7233-PAHHL,Male,57,No,No,Yes,No,0,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,"96,267",Q3,No,0,66,Offer A,Yes,6.22,Yes,Yes,DSL,26,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,84,5714.25,0,0,410.52,6124.77,4,Stayed,No,0,24,5825,,,Yes
6067-NGCEU,Female,50,No,No,No,No,0,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,"5,451",Q3,No,0,65,,Yes,41.78,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,111.05,7107,0,0,2715.7,9822.7,4,Stayed,No,0,38,5261,,,No
9848-JQJTX,Male,52,No,No,No,No,0,United States,California,Venice,90291,"33.991782, -118.479229",33.991782,-118.479229,"31,021",Q3,No,0,72,Offer A,Yes,24.53,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,100.9,7459.05,0,0,1766.16,9225.21,3,Stayed,No,0,54,5781,,,No
9803-FTJCG,Male,50,No,No,Yes,No,0,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,"11,264",Q3,Yes,1,71,Offer A,Yes,4.85,Yes,Yes,DSL,26,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,66.85,4748.7,0,0,344.35,5093.05,4,Stayed,No,0,26,4117,,,Yes
3212-KXOCR,Male,62,No,No,No,No,0,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,"30,779",Q3,No,0,52,,Yes,28.3,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,21,1107.2,0,0,1471.6,2578.8,4,Stayed,No,0,66,4158,,,No
6380-ARCEH,Male,19,Yes,No,No,No,0,United States,California,Inglewood,90304,"33.936827, -118.359824",33.936827,-118.359824,"28,680",Q3,No,0,1,Offer E,Yes,41.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.2,20.2,0,0,41.1,61.3,3,Joined,No,0,77,2710,,,No
3679-XASPY,Female,38,No,No,Yes,Yes,2,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,"13,779",Q3,Yes,1,1,Offer E,Yes,16.44,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.45,19.45,0,0,16.44,35.89,3,Joined,No,0,26,5612,,,Yes
7123-WQUHX,Male,34,No,No,No,No,0,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,"5,221",Q3,No,0,38,Offer C,Yes,3.95,Yes,Yes,Fiber Optic,21,No,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,95,3605.6,0,0,150.1,3755.7,5,Stayed,No,0,63,4741,,,No
6180-YBIQI,Male,35,No,No,No,No,0,United States,California,Santa Monica,90404,"34.026334, -118.474222",34.026334,-118.474222,"19,975",Q3,No,0,5,Offer E,No,0,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,24.3,100.2,0,0,0,100.2,3,Stayed,No,0,61,4015,,,No
6728-DKUCO,Female,25,Yes,No,Yes,No,0,United States,California,Santa Monica,90405,"34.005439, -118.477507",34.005439,-118.477507,"26,099",Q3,Yes,1,72,Offer A,Yes,25.82,Yes,Yes,Fiber Optic,59,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.15,7303.05,0,0,1859.04,9162.09,3,Stayed,No,0,21,4594,,,Yes
9750-BOOHV,Female,60,No,No,No,No,0,United States,California,Torrance,90501,"33.833699, -118.314387",33.833699,-118.314387,"40,705",Q3,No,0,32,Offer C,No,0,No,Yes,DSL,18,Yes,No,No,No,No,No,No,Yes,One Year,No,Credit Card,30.15,927.65,0,0,0,927.65,4,Stayed,No,0,60,3585,,,No
8597-CWYHH,Male,50,No,No,No,No,0,United States,California,Torrance,90502,"33.833181, -118.292062",33.833181,-118.292062,"17,058",Q3,No,0,43,,Yes,41.22,Yes,Yes,Fiber Optic,7,No,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,94.35,3921.3,0,0,1772.46,5693.76,3,Stayed,No,0,53,5845,,,No
2848-YXSMW,Male,38,No,No,Yes,No,0,United States,California,Torrance,90503,"33.840399, -118.353714",33.840399,-118.353714,"41,979",Q3,Yes,1,72,Offer A,Yes,49.5,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,1363.25,0,0,3564,4927.25,5,Stayed,No,0,23,5234,,,Yes
4549-ZDQYY,Female,35,No,No,No,No,0,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,"34,873",Q3,No,0,52,,Yes,33.84,No,Yes,DSL,5,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,57.95,3042.25,0,0,1759.68,4801.93,3,Stayed,No,0,28,6078,,,No
5712-AHQNN,Female,36,No,No,No,No,0,United States,California,Whittier,90601,"34.007353, -118.033683",34.007353,-118.033683,"32,050",Q3,No,0,43,,Yes,26.55,No,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.65,3954.1,0,0,1141.65,5095.75,5,Stayed,No,0,65,3826,,,No
5256-SKJGO,Female,48,No,No,Yes,No,0,United States,California,Whittier,90603,"33.945318, -117.992066",33.945318,-117.992066,"19,109",Q3,Yes,1,64,,No,0,No,Yes,DSL,30,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,54.6,3423.5,0,0,0,3423.5,4,Stayed,No,0,35,4850,,,Yes
3071-VBYPO,Male,38,No,No,Yes,Yes,2,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,"37,887",Q3,Yes,1,3,Offer E,Yes,33.3,No,Yes,Fiber Optic,12,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,89.85,248.4,0,0,99.9,348.3,3,Joined,No,0,22,4648,,,Yes
9560-BBZXK,Female,61,No,No,No,No,0,United States,California,Whittier,90605,"33.960891, -118.032222",33.960891,-118.032222,"38,181",Q3,No,0,36,Offer C,No,0,No,Yes,Cable,27,Yes,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,31.05,1126.35,0,0,0,1126.35,4,Stayed,No,0,54,4871,,,No
8402-OOOHJ,Female,53,No,No,No,No,0,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,"44,442",Q3,No,0,41,,Yes,31.62,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.65,835.15,0,0,1296.42,2131.57,5,Stayed,No,0,59,5918,,,No
9445-ZUEQE,Male,33,No,No,Yes,Yes,1,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,"33,528",Q3,Yes,1,27,Offer C,Yes,48.17,Yes,Yes,Fiber Optic,15,No,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,85.2,2151.6,0,30,1300.59,3482.19,3,Stayed,No,0,28,3796,,,Yes
1091-SOZGA,Female,27,Yes,No,Yes,No,0,United States,California,La Palma,90623,"33.850504, -118.039892",33.850504,-118.039892,"15,505",Q3,Yes,1,56,,Yes,42.37,Yes,Yes,Fiber Optic,71,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,99.8,5515.45,0,0,2372.72,7888.17,4,Stayed,No,0,43,4606,,,Yes
2928-HLDBA,Female,31,No,No,No,No,0,United States,California,Cypress,90630,"33.818477, -118.038307",33.818477,-118.038307,"47,344",Q3,No,0,6,Offer E,Yes,7.72,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.7,112.75,0,0,46.32,159.07,5,Stayed,No,0,47,5346,,,No
6497-TILVL,Female,20,Yes,No,Yes,Yes,2,United States,California,La Mirada,90638,"33.902045, -118.008961",33.902045,-118.008961,"47,568",Q3,Yes,1,7,,Yes,25.64,No,Yes,DSL,71,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.7,350.35,0,0,179.48,529.83,3,Stayed,No,0,59,3097,,,Yes
7219-TLZHO,Female,27,Yes,No,Yes,Yes,1,United States,California,Montebello,90640,"34.015217, -118.109962",34.015217,-118.109962,"62,425",Q3,Yes,1,4,,Yes,39.89,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.85,62.9,0,0,159.56,222.46,5,Stayed,No,0,76,3172,,,Yes
4622-YNKIJ,Male,59,No,No,No,No,0,United States,California,Norwalk,90650,"33.905963, -118.08263",33.905963,-118.08263,"103,214",Q3,No,0,33,Offer C,Yes,47.64,No,Yes,Fiber Optic,18,Yes,No,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,88.95,3027.65,0,0,1572.12,4599.77,3,Stayed,No,0,32,5087,,,No
6734-PSBAW,Male,46,No,No,Yes,No,0,United States,California,Santa Fe Springs,90670,"33.933565, -118.062611",33.933565,-118.062611,"16,271",Q3,Yes,1,72,Offer A,Yes,1.86,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,23.55,1723.95,0,0,133.92,1857.87,3,Stayed,No,0,59,5901,,,Yes
3930-ZGWVE,Male,45,No,No,No,No,0,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,"29,694",Q3,No,0,1,,Yes,15.77,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,19.75,0,0,15.77,35.52,3,Joined,No,0,68,2484,,,No
2876-GZYZC,Female,49,No,No,No,No,0,United States,California,Cerritos,90703,"33.8681, -118.067402",33.8681,-118.067402,"51,556",Q3,No,0,13,,Yes,29.21,Yes,Yes,Fiber Optic,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.95,1215.65,0,0,379.73,1595.38,5,Stayed,No,0,58,5886,,,No
8587-XYZSF,Male,60,No,No,No,No,0,United States,California,Bellflower,90706,"33.887676, -118.127289",33.887676,-118.127289,"72,893",Q3,No,0,67,Offer A,Yes,32.58,No,Yes,DSL,8,No,No,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,50.55,3260.1,0,0,2182.86,5442.96,5,Stayed,No,0,63,6064,,,No
7799-LGRDP,Female,42,No,No,No,No,0,United States,California,Lakewood,90713,"33.847755, -118.112532",33.847755,-118.112532,"27,563",Q3,No,0,43,,Yes,25.53,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.7,1188.2,0,0,1097.79,2285.99,4,Stayed,No,0,79,2017,,,No
7850-VWJUU,Female,37,No,No,No,No,0,United States,California,Lakewood,90715,"33.841027, -118.078097",33.841027,-118.078097,"20,890",Q3,No,0,23,,Yes,24.04,No,Yes,Fiber Optic,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75,1778.5,0,0,552.92,2331.42,4,Stayed,No,0,29,2221,,,No
3774-VBNXY,Female,23,Yes,No,Yes,No,0,United States,California,Hawaiian Gardens,90716,"33.830431, -118.074071",33.830431,-118.074071,"14,852",Q3,Yes,1,64,,Yes,36.24,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.2,1277.75,0,0,2319.36,3597.11,5,Stayed,No,0,51,4557,,,Yes
6217-KDYWC,Male,58,No,No,No,No,0,United States,California,Lomita,90717,"33.794209, -118.317354",33.794209,-118.317354,"21,065",Q3,No,0,57,,Yes,5.71,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.6,1170.55,0,0,325.47,1496.02,3,Stayed,No,0,40,4393,,,No
1095-WGNGG,Female,35,No,No,Yes,No,0,United States,California,San Pedro,90732,"33.744119, -118.31448",33.744119,-118.31448,"21,279",Q3,Yes,2,61,,Yes,17.49,Yes,Yes,Fiber Optic,21,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,101.05,5971.25,0,0,1066.89,7038.14,4,Stayed,No,0,60,6311,,,Yes
2636-SJDOU,Male,34,No,No,No,No,0,United States,California,Seal Beach,90740,"33.75462, -118.071128",33.75462,-118.071128,"24,180",Q3,No,0,64,,Yes,30.27,Yes,Yes,Fiber Optic,12,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,84.3,5289.05,0,0,1937.28,7226.33,3,Stayed,No,0,53,5044,,,No
5716-EZXZN,Female,56,No,No,Yes,No,0,United States,California,Surfside,90743,"33.728273, -118.085304",33.728273,-118.085304,174,Q3,Yes,5,65,,Yes,13.2,Yes,Yes,Fiber Optic,13,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,99.05,6416.7,0,0,858,7274.7,3,Stayed,No,0,59,5878,,,Yes
6837-BJYDQ,Male,42,No,No,No,No,0,United States,California,Wilmington,90744,"33.782068, -118.262263",33.782068,-118.262263,"53,323",Q3,No,0,3,,Yes,35.65,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.6,61.35,0,0,106.95,168.3,5,Joined,No,0,33,2543,,,No
6440-DKQGE,Male,52,No,No,No,No,0,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,"25,566",Q3,No,0,30,Offer C,Yes,27.88,No,Yes,Cable,6,No,Yes,Yes,No,Yes,No,No,No,One Year,No,Credit Card,64.5,1929.95,0,0,836.4,2766.35,5,Stayed,No,0,30,4320,,,No
3466-BYAVD,Male,50,No,No,Yes,Yes,1,United States,California,Long Beach,90802,"33.752524, -118.210737",33.752524,-118.210737,"38,427",Q3,Yes,1,15,,Yes,8.44,No,Yes,Cable,21,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,69.5,1071.4,0,0,126.6,1198,4,Stayed,No,0,35,3128,,,Yes
3780-YVMFA,Female,33,No,No,Yes,Yes,1,United States,California,Long Beach,90803,"33.760458, -118.129725",33.760458,-118.129725,"31,352",Q3,Yes,1,8,,Yes,29.94,No,Yes,Cable,17,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,68.55,564.35,0,0,239.52,803.87,3,Stayed,No,0,58,3123,,,Yes
1679-JRFBR,Female,27,Yes,No,Yes,No,0,United States,California,Long Beach,90805,"33.864622, -118.179626",33.864622,-118.179626,"91,664",Q3,Yes,4,70,Offer A,Yes,5.77,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,108.15,7930.55,0,0,403.9,8334.45,4,Stayed,No,0,41,5192,,,Yes
9073-ZZIAY,Male,51,No,No,Yes,No,0,United States,California,Long Beach,90806,"33.802664, -118.179971",33.802664,-118.179971,"49,647",Q3,Yes,2,62,,Yes,43.2,No,Yes,DSL,23,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,86.1,5215.25,0,0,2678.4,7893.65,4,Stayed,No,0,62,5769,,,Yes
3077-RSNTJ,Female,29,Yes,No,Yes,Yes,3,United States,California,Long Beach,90807,"33.830099, -118.182239",33.830099,-118.182239,"31,556",Q3,Yes,9,6,,Yes,5.52,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,113.5,0,0,33.12,146.62,3,Stayed,No,0,43,4293,,,Yes
6551-GNYDG,Female,33,No,No,Yes,Yes,1,United States,California,Long Beach,90808,"33.823943, -118.111335",33.823943,-118.111335,"37,417",Q3,Yes,7,14,,Yes,40.22,No,Yes,Fiber Optic,19,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.9,1152.8,0,0,563.08,1715.88,5,Stayed,No,0,46,2563,,,Yes
9167-APMXZ,Female,23,Yes,No,No,No,0,United States,California,Long Beach,90810,"33.819814, -118.222416",33.819814,-118.222416,"35,656",Q3,No,0,22,,Yes,19.2,Yes,Yes,Fiber Optic,41,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,84.15,1821.95,0,60,422.4,2304.35,3,Stayed,No,0,32,3549,,,No
2749-CTKAJ,Male,37,No,No,Yes,No,0,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,"63,136",Q3,Yes,3,22,,Yes,48.06,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.15,419.9,0,0,1057.32,1477.22,5,Stayed,No,0,72,2173,,,Yes
6371-NZYEG,Male,38,No,No,Yes,No,0,United States,California,Long Beach,90814,"33.771612, -118.143866",33.771612,-118.143866,"19,034",Q3,Yes,9,16,,Yes,23.31,No,Yes,DSL,27,Yes,No,Yes,No,Yes,No,No,Yes,Two Year,No,Credit Card,64.25,1024,0,0,372.96,1396.96,4,Stayed,No,0,77,5511,,,Yes
7554-NEWDD,Male,44,No,No,No,No,0,United States,California,Long Beach,90815,"33.797638, -118.11662",33.797638,-118.11662,"38,902",Q3,No,0,10,,Yes,32.1,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.7,251.6,0,0,321,572.6,5,Stayed,No,0,8,3611,,,No
8992-VONJD,Female,63,No,No,No,Yes,1,United States,California,Long Beach,90822,"33.778436, -118.118648",33.778436,-118.118648,425,Q3,No,0,13,,Yes,27.04,No,Yes,DSL,10,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,56,764.55,0,0,351.52,1116.07,3,Stayed,No,0,22,5156,,,No
4482-EWFMI,Female,54,No,No,No,No,0,United States,California,Arcadia,91006,"34.137319, -118.029837",34.137319,-118.029837,"30,028",Q3,No,0,2,,Yes,15.67,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.7,135.2,0,0,31.34,166.54,5,Joined,No,0,43,3056,,,No
4648-YPBTM,Male,35,No,No,No,No,0,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,"30,933",Q3,No,0,53,,Yes,6.54,Yes,Yes,DSL,4,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,73.9,3958.25,0,0,346.62,4304.87,4,Stayed,No,0,55,5644,,,No
2907-ILJBN,Female,21,Yes,No,Yes,No,0,United States,California,Duarte,91010,"34.145695, -117.95982",34.145695,-117.95982,"27,414",Q3,Yes,7,11,,Yes,1.92,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.6,233.9,0,0,21.12,255.02,3,Stayed,No,0,29,4047,,,Yes
6345-FZOQH,Male,40,No,No,Yes,No,0,United States,California,La Canada Flintridge,91011,"34.234912, -118.153729",34.234912,-118.153729,"20,200",Q3,Yes,3,69,Offer A,Yes,30.86,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.9,1363.45,0,0,2129.34,3492.79,5,Stayed,No,0,54,5570,,,Yes
5997-OPVFA,Male,39,No,No,Yes,No,0,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,"7,527",Q3,Yes,7,72,Offer A,Yes,6.05,Yes,Yes,Cable,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,89.05,6254.45,0,0,435.6,6690.05,4,Stayed,No,0,54,6212,,,Yes
1159-WFSGR,Female,59,No,No,Yes,Yes,2,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,"23,984",Q3,Yes,3,16,Offer D,Yes,45.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.4,321.4,0,0,728.64,1050.04,4,Stayed,No,0,62,3990,,,Yes
7654-YWJUF,Male,61,No,No,Yes,No,0,United States,California,Sunland,91040,"34.282704, -118.312929",34.282704,-118.312929,"18,752",Q3,Yes,6,43,,Yes,15.2,No,Yes,Fiber Optic,21,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,84.25,3539.25,0,0,653.6,4192.85,3,Stayed,No,0,51,4382,,,Yes
6727-IOTLZ,Male,48,No,No,Yes,No,0,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,"16,812",Q3,Yes,3,14,Offer D,Yes,5.17,No,Yes,Cable,25,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,81.95,1181.75,0,0,72.38,1254.13,3,Stayed,No,0,52,2564,,,Yes
5918-VUKWP,Female,61,No,No,No,No,0,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,"38,460",Q3,No,0,32,Offer C,Yes,35.97,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.55,654.55,0,0,1151.04,1805.59,3,Stayed,No,0,77,5358,,,No
1744-JHKYS,Female,49,No,No,Yes,No,0,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,"10,253",Q3,Yes,5,34,Offer C,Yes,11.52,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,24.7,780.2,0,0,391.68,1171.88,4,Stayed,No,0,72,3421,,,Yes
5947-SGKCL,Female,19,Yes,No,Yes,Yes,3,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,"13,158",Q3,Yes,6,15,Offer D,Yes,4.19,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.35,1559.25,0,0,62.85,1622.1,3,Stayed,No,0,66,2721,,,Yes
3712-PKXZA,Male,22,Yes,No,Yes,No,0,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,"23,981",Q3,Yes,3,61,,Yes,19.27,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.55,1252,0,0,1175.47,2427.47,4,Stayed,No,0,42,5110,,,Yes
6582-OIVSP,Female,25,Yes,No,No,No,0,United States,California,Glendale,91203,"34.153338, -118.262974",34.153338,-118.262974,"14,493",Q3,No,0,1,,Yes,47.36,No,Yes,Cable,41,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.3,45.3,0,0,47.36,92.66,5,Joined,No,0,48,3575,,,No
5524-KHNJP,Male,35,No,No,Yes,No,0,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,"41,390",Q3,Yes,7,33,Offer C,Yes,48.85,No,Yes,Cable,30,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,74.75,2453.3,0,0,1612.05,4065.35,3,Stayed,No,0,26,5344,,,Yes
4827-USJHP,Male,45,No,No,No,No,0,United States,California,Glendale,91208,"34.195386, -118.238508",34.195386,-118.238508,"16,910",Q3,No,0,20,Offer D,Yes,3.94,No,Yes,DSL,18,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,51.8,1023.85,0,0,78.8,1102.65,4,Stayed,No,0,24,2764,,,No
8167-GJLRN,Male,19,Yes,No,No,No,0,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,"29,110",Q3,No,0,3,,No,0,No,Yes,DSL,59,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,30.4,82.15,0,0,0,82.15,4,Joined,No,0,55,3108,,,No
0956-SYCWG,Female,61,No,No,No,No,0,United States,California,Agoura Hills,91301,"34.129058, -118.759788",34.129058,-118.759788,"25,303",Q3,No,0,13,Offer D,Yes,33.13,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.65,244.8,0,0,430.69,675.49,3,Stayed,No,0,49,2024,,,No
8017-UVSZU,Female,62,No,No,Yes,No,0,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,"23,661",Q3,Yes,5,40,,Yes,48.29,Yes,Yes,DSL,23,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,56.6,2379.1,0,0,1931.6,4310.7,5,Stayed,No,0,72,3359,,,Yes
7100-FQPRV,Male,24,Yes,No,Yes,No,0,United States,California,Canoga Park,91303,"34.19829, -118.602203",34.19829,-118.602203,"23,519",Q3,Yes,5,43,Offer B,Yes,48.1,Yes,Yes,DSL,51,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,71.9,3173.35,0,0,2068.3,5241.65,3,Stayed,No,0,23,4106,,,Yes
2984-RGEYA,Female,38,No,No,Yes,No,0,United States,California,Winnetka,91306,"34.209532, -118.577563",34.209532,-118.577563,"43,857",Q3,Yes,9,69,Offer A,Yes,5.27,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.75,1375.4,0,0,363.63,1739.03,4,Stayed,No,0,72,5325,,,Yes
9680-NIAUV,Female,42,No,No,Yes,No,0,United States,California,West Hills,91307,"34.199787, -118.68493",34.199787,-118.68493,"23,637",Q3,Yes,7,72,Offer A,Yes,18.66,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,109.7,8129.3,0,0,1343.52,9472.82,4,Stayed,No,0,74,5945,,,Yes
2146-EGVDT,Male,33,No,No,Yes,No,0,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,"35,325",Q3,Yes,3,59,Offer B,Yes,25.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.3,1192.7,0,0,1508.63,2701.33,3,Stayed,No,0,28,4149,,,Yes
2604-IJPDU,Female,32,No,No,Yes,No,0,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,"27,614",Q3,No,0,20,Offer D,Yes,28.57,No,Yes,Fiber Optic,15,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,96.55,1901.65,0,0,571.4,2473.05,3,Stayed,No,0,36,4382,,,Yes
9178-JHUVJ,Male,19,Yes,No,Yes,Yes,3,United States,California,Newbury Park,91320,"34.172071, -118.946262",34.172071,-118.946262,"37,779",Q3,Yes,1,24,Offer C,Yes,1.14,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.1,587.4,0,0,27.36,614.76,3,Stayed,No,0,26,4634,,,Yes
6168-YBYNP,Male,19,Yes,No,No,No,0,United States,California,Newhall,91321,"34.370378, -118.504118",34.370378,-118.504118,"30,742",Q3,No,0,59,Offer B,Yes,48.12,Yes,Yes,Fiber Optic,51,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,111.35,6519.75,0,0,2839.08,9358.83,5,Stayed,No,0,62,6047,,,No
7255-SSFBC,Male,42,No,No,Yes,Yes,3,United States,California,Northridge,91324,"34.238208, -118.55029",34.238208,-118.55029,"25,751",Q3,Yes,2,72,Offer A,Yes,11.66,Yes,Yes,Fiber Optic,28,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,112.25,8041.65,0,0,839.52,8881.17,4,Stayed,No,0,55,4099,,,Yes
3645-DEYGF,Male,29,Yes,No,No,Yes,1,United States,California,Northridge,91325,"34.236683, -118.517588",34.236683,-118.517588,"32,307",Q3,No,0,1,,Yes,7.57,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.75,20.75,0,0,7.57,28.32,5,Joined,No,0,25,3358,,,No
9323-HGFWY,Female,55,No,No,Yes,No,0,United States,California,Porter Ranch,91326,"34.281911, -118.556218",34.281911,-118.556218,"28,067",Q3,No,0,27,Offer C,Yes,20.02,No,Yes,Fiber Optic,27,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,101.9,2681.15,0,0,540.54,3221.69,3,Stayed,No,0,69,3795,,,Yes
8544-GOQSH,Female,51,No,No,No,No,0,United States,California,Pacoima,91331,"34.255442, -118.421314",34.255442,-118.421314,"97,318",Q3,No,0,14,Offer D,Yes,1.69,No,Yes,Fiber Optic,21,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,80.05,1112.3,0,0,23.66,1135.96,5,Stayed,No,0,53,4400,,,No
3363-DTIVD,Male,55,No,No,Yes,Yes,3,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,"68,018",Q3,Yes,3,71,Offer A,Yes,25.02,Yes,Yes,Fiber Optic,53,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,105.55,7405.5,0,0,1776.42,9181.92,3,Stayed,No,0,63,5010,,,Yes
7018-WBJNK,Male,55,No,No,No,Yes,3,United States,California,San Fernando,91340,"34.286131, -118.435969",34.286131,-118.435969,"33,389",Q3,No,0,13,Offer D,Yes,31.93,No,Yes,Fiber Optic,22,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,78.3,1033.95,0,150,415.09,1599.04,3,Stayed,No,0,26,5566,,,No
9142-KZXOP,Male,41,No,No,No,No,0,United States,California,Sylmar,91342,"34.321621, -118.399841",34.321621,-118.399841,"81,986",Q3,No,0,44,Offer B,Yes,1.7,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,68.85,2958.95,0,0,74.8,3033.75,3,Stayed,No,0,51,2053,,,No
7674-YTAFD,Female,64,No,No,No,No,0,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,"57,017",Q3,No,0,33,Offer C,Yes,42.29,No,Yes,Fiber Optic,13,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,79.95,2684.85,0,0,1395.57,4080.42,3,Stayed,No,0,52,3118,,,No
6348-SNFUS,Male,30,No,No,Yes,No,0,United States,California,Granada Hills,91344,"34.291273, -118.505104",34.291273,-118.505104,"48,867",Q3,Yes,5,72,Offer A,No,0,No,Yes,Cable,47,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,55.45,4179.2,0,0,0,4179.2,3,Stayed,No,0,32,4556,,,Yes
1347-KTTTA,Male,22,Yes,No,Yes,No,0,United States,California,Canyon Country,91351,"34.422519, -118.420717",34.422519,-118.420717,"59,259",Q3,Yes,10,64,Offer B,Yes,40.49,No,Yes,Fiber Optic,69,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,102.45,6654.1,0,0,2591.36,9245.46,3,Stayed,No,0,58,6398,,,Yes
4195-NZGTA,Female,40,No,No,No,No,0,United States,California,Valencia,91354,"34.457005, -118.573726",34.457005,-118.573726,"17,846",Q3,No,0,1,,No,0,No,Yes,Cable,2,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.25,25.25,0,0,0,25.25,4,Joined,No,0,73,5858,,,No
7157-SMCFK,Male,32,No,No,No,Yes,2,United States,California,Valencia,91355,"34.43987, -118.644609",34.43987,-118.644609,"24,977",Q3,No,0,61,Offer B,Yes,15.02,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.75,1124.2,0,0,916.22,2040.42,4,Stayed,No,0,76,5411,,,No
4709-LKHYG,Female,23,Yes,No,Yes,No,0,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,"27,424",Q3,Yes,6,29,Offer C,Yes,27.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20,540.05,0,0,803.88,1343.93,5,Stayed,No,0,34,3800,,,Yes
0699-NDKJM,Female,45,No,No,Yes,No,0,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,"18,735",Q3,Yes,1,57,Offer B,No,0,No,Yes,Cable,22,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,58.75,3437.45,0,0,0,3437.45,3,Stayed,No,0,38,4115,,,Yes
9286-BHDQG,Male,46,No,No,Yes,No,0,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,"33,057",Q3,Yes,11,72,Offer A,No,0,No,Yes,DSL,17,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,45.25,3139.8,0,0,0,3139.8,4,Stayed,No,0,22,5041,,,Yes
0230-WEQUW,Male,38,No,No,Yes,No,0,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,"25,988",Q3,Yes,1,66,,No,0,No,Yes,DSL,29,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,56.6,3789.2,0,0,0,3789.2,4,Stayed,No,0,77,5500,,,Yes
2040-LDIWQ,Male,51,No,No,Yes,No,0,United States,California,Woodland Hills,91367,"34.178068, -118.615714",34.178068,-118.615714,"36,123",Q3,Yes,8,65,Offer B,Yes,41.57,Yes,Yes,DSL,16,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.2,5324.5,0,0,2702.05,8026.55,5,Stayed,No,0,33,5256,,,Yes
6496-JDSSB,Female,24,Yes,No,No,No,0,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,"14,814",Q3,No,0,8,,Yes,39.92,No,Yes,Fiber Optic,73,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80,624.6,0,0,319.36,943.96,4,Stayed,No,0,22,2165,,,No
4443-EMBNA,Female,55,No,No,Yes,No,0,United States,California,Castaic,91384,"34.506627, -118.699048",34.506627,-118.699048,"22,177",Q3,Yes,3,71,,Yes,32.13,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.75,1836.9,0,0,2281.23,4118.13,3,Stayed,No,0,51,4642,,,Yes
6469-MRVET,Male,32,No,No,Yes,No,0,United States,California,Van Nuys,91401,"34.178483, -118.431791",34.178483,-118.431791,"40,376",Q3,Yes,8,1,,Yes,44.69,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.2,20.2,0,0,44.69,64.89,5,Joined,No,0,21,4160,,,Yes
5961-VUSRV,Female,53,No,No,No,No,0,United States,California,Sherman Oaks,91403,"34.147149, -118.463365",34.147149,-118.463365,"22,085",Q3,No,0,12,Offer D,Yes,16.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.35,219.35,0,0,200.64,419.99,5,Stayed,No,0,57,4451,,,No
6778-JFCMK,Male,28,Yes,No,No,No,0,United States,California,Van Nuys,91405,"34.202494, -118.448048",34.202494,-118.448048,"51,348",Q3,No,0,24,Offer C,No,0,No,Yes,DSL,46,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,50.6,1288.75,0,0,0,1288.75,3,Stayed,No,0,32,4806,,,No
6341-JVQGF,Female,26,Yes,No,Yes,No,0,United States,California,Van Nuys,91406,"34.195685, -118.490752",34.195685,-118.490752,"50,047",Q3,Yes,2,31,,Yes,39.34,No,Yes,DSL,41,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,81.15,2545.75,0,0,1219.54,3765.29,4,Stayed,No,0,54,5643,,,Yes
4811-JBUVU,Male,62,No,No,No,No,0,United States,California,Sherman Oaks,91423,"34.146957, -118.432138",34.146957,-118.432138,"29,387",Q3,No,0,30,,Yes,31.97,Yes,Yes,Fiber Optic,2,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,89.9,2723.15,0,0,959.1,3682.25,3,Stayed,No,0,33,3233,,,No
0945-TSONX,Female,22,Yes,No,Yes,No,0,United States,California,Encino,91436,"34.152875, -118.486056",34.152875,-118.486056,"13,129",Q3,Yes,6,47,Offer B,Yes,29.15,Yes,Yes,DSL,52,Yes,Yes,No,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,85.3,4107.25,0,130,1370.05,5607.3,3,Stayed,No,0,30,5698,,,Yes
2651-ZCBXV,Male,49,No,No,No,No,0,United States,California,Burbank,91501,"34.188339, -118.300942",34.188339,-118.300942,"18,112",Q3,No,0,54,Offer B,Yes,17.76,Yes,Yes,Fiber Optic,4,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,108,5760.65,0,0,959.04,6719.69,3,Stayed,No,0,73,6370,,,No
3316-UWXUY,Male,64,No,No,No,No,0,United States,California,Burbank,91502,"34.177267, -118.31003",34.177267,-118.31003,"11,517",Q3,No,0,50,Offer B,Yes,40.83,No,Yes,Fiber Optic,21,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,93.5,4747.5,0,0,2041.5,6789,4,Stayed,No,0,70,6367,,,No
7083-MIOPC,Female,62,No,No,No,No,0,United States,California,Burbank,91505,"34.174215, -118.345928",34.174215,-118.345928,"29,245",Q3,No,0,72,,Yes,42.36,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.25,1566.9,0,0,3049.92,4616.82,4,Stayed,No,0,49,5733,,,No
1984-GPTEH,Female,47,No,No,No,No,0,United States,California,Burbank,91506,"34.169706, -118.323548",34.169706,-118.323548,"18,539",Q3,No,0,29,,Yes,4.53,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,25.15,702,0,0,131.37,833.37,4,Stayed,No,0,46,5491,,,No
0621-JFHOL,Female,41,No,No,No,No,0,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,"16,996",Q3,No,0,10,Offer D,No,0,No,Yes,Cable,29,No,No,No,Yes,No,No,No,Yes,Two Year,Yes,Mailed Check,29.6,299.05,0,0,0,299.05,3,Stayed,No,0,62,3180,,,No
9903-LYSAB,Male,42,No,No,Yes,No,0,United States,California,Studio City,91604,"34.139082, -118.39275",34.139082,-118.39275,"26,157",Q3,Yes,5,18,Offer D,Yes,16.78,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.15,1305.95,0,0,302.04,1607.99,4,Stayed,No,0,73,4283,,,Yes
9227-UAQFT,Male,40,No,No,No,No,0,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,"45,358",Q3,No,0,16,Offer D,Yes,40.17,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.75,284.35,0,0,642.72,927.07,5,Stayed,No,0,53,4272,,,No
7301-ABVAD,Female,37,No,No,No,No,0,United States,California,Valley Village,91607,"34.165783, -118.399795",34.165783,-118.399795,"27,453",Q3,No,0,72,,Yes,8.29,Yes,Yes,Cable,13,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,86.6,6350.5,0,0,596.88,6947.38,3,Stayed,No,0,37,4530,,,No
6614-FHDBO,Male,49,No,No,No,No,0,United States,California,Rancho Cucamonga,91701,"34.132275, -117.611478",34.132275,-117.611478,"39,064",Q3,No,0,72,,Yes,35.11,Yes,Yes,Fiber Optic,22,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,109.2,7878.3,0,0,2527.92,10406.22,3,Stayed,No,0,26,4551,,,No
7576-ASEJU,Female,38,No,No,Yes,No,0,United States,California,Azusa,91702,"34.174493, -117.87068",34.174493,-117.87068,"57,775",Q3,Yes,10,41,Offer B,Yes,25.16,No,Yes,DSL,11,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,74.7,3187.65,0,0,1031.56,4219.21,4,Stayed,No,0,56,5246,,,Yes
0303-UNCIP,Male,35,No,No,No,No,0,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,"34,716",Q3,No,0,41,Offer B,Yes,37.55,Yes,Yes,DSL,30,No,No,Yes,No,No,Yes,Yes,No,One Year,No,Mailed Check,65,2531.8,0,140,1539.55,4211.35,4,Stayed,No,0,57,5043,,,No
0959-WHOKV,Male,28,Yes,No,No,No,0,United States,California,Covina,91724,"34.08111, -117.853935",34.08111,-117.853935,"25,068",Q3,No,0,42,Offer B,Yes,6.42,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99,4298.45,0,0,269.64,4568.09,3,Stayed,No,0,46,2887,,,No
4075-JFPGR,Female,27,Yes,No,Yes,No,0,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,"51,970",Q3,Yes,2,51,Offer B,Yes,21.07,No,Yes,Fiber Optic,46,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,93.5,4619.55,0,0,1074.57,5694.12,3,Stayed,No,0,68,5561,,,Yes
3282-ZISZV,Male,56,No,No,No,No,0,United States,California,South El Monte,91733,"34.04622, -118.053753",34.04622,-118.053753,"45,645",Q3,No,0,32,,Yes,37.48,Yes,Yes,DSL,15,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,83.7,2633.3,0,0,1199.36,3832.66,5,Stayed,No,0,71,3945,,,No
3675-YDUPJ,Male,29,Yes,No,No,No,0,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,"23,079",Q3,No,0,10,Offer D,Yes,1.98,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.85,193.05,0,0,19.8,212.85,4,Stayed,No,0,58,3768,,,No
4111-BNXIF,Female,19,Yes,No,Yes,No,0,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,"12,937",Q3,Yes,1,67,,No,0,No,Yes,DSL,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,59.55,4103.9,0,0,0,4103.9,4,Stayed,No,0,56,4478,,,Yes
7017-VFHAY,Female,42,No,No,Yes,Yes,1,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,"25,135",Q3,Yes,3,61,Offer B,Yes,20.01,Yes,Yes,Fiber Optic,12,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,115.1,7008.15,0,0,1220.61,8228.76,3,Stayed,No,0,38,6090,,,Yes
6655-LHBYW,Male,46,No,No,No,No,0,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,"24,973",Q3,No,0,50,Offer B,Yes,19.8,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Credit Card,114.35,5791.1,0,10,990,6791.1,3,Stayed,No,0,33,5068,,,No
7605-BDWDC,Female,35,No,No,No,No,0,United States,California,Mira Loma,91752,"33.999992, -117.535395",33.999992,-117.535395,"18,980",Q3,No,0,31,,No,0,No,Yes,DSL,10,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,49.85,1520.1,0,0,0,1520.1,3,Stayed,No,0,67,2539,,,No
1950-KSVVJ,Female,57,No,No,Yes,No,0,United States,California,Monterey Park,91754,"34.050322, -118.147037",34.050322,-118.147037,"33,280",Q3,Yes,1,45,Offer B,Yes,33.54,Yes,Yes,Fiber Optic,4,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Mailed Check,113.3,5032.25,0,0,1509.3,6541.55,3,Stayed,No,0,61,4885,,,Yes
0123-CRBRT,Female,62,No,No,Yes,No,0,United States,California,Monterey Park,91755,"34.049172, -118.115022",34.049172,-118.115022,"26,933",Q3,Yes,1,61,Offer B,Yes,47.19,Yes,Yes,DSL,28,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Mailed Check,88.1,5526.75,0,0,2878.59,8405.34,4,Stayed,No,0,40,5152,,,Yes
6292-TOSSS,Male,64,No,No,No,No,0,United States,California,Mt Baldy,91759,"34.231318, -117.662032",34.231318,-117.662032,47,Q3,No,0,50,Offer B,Yes,47.16,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.9,1195.25,0,0,2358,3553.25,4,Stayed,No,0,68,4297,,,No
7014-ZZXAW,Female,30,No,No,Yes,No,0,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,"34,447",Q3,Yes,1,71,,Yes,8.21,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.25,1732.95,0,0,582.91,2315.86,5,Stayed,No,0,59,5409,,,Yes
7633-MVPUY,Male,50,No,No,Yes,No,0,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,"46,532",Q3,Yes,1,57,Offer B,Yes,49.29,No,Yes,Cable,22,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,59.75,3450.15,0,0,2809.53,6259.68,3,Stayed,No,0,68,4012,,,Yes
8645-KWHJO,Male,47,No,No,No,No,0,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,"38,041",Q3,No,0,14,Offer D,No,0,No,Yes,DSL,4,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55,771.95,0,0,0,771.95,3,Stayed,No,0,23,4900,,,No
4130-MZLCC,Female,24,Yes,No,No,No,0,United States,California,Temple City,91780,"34.101608, -118.055848",34.101608,-118.055848,"32,718",Q3,No,0,5,,Yes,43.02,No,Yes,DSL,42,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.55,244.75,0,0,215.1,459.85,3,Stayed,No,0,54,2739,,,No
0314-TKOSI,Female,29,Yes,No,No,No,0,United States,California,Upland,91784,"34.141146, -117.655583",34.141146,-117.655583,"23,331",Q3,No,0,6,Offer E,Yes,6.98,No,Yes,Cable,30,Yes,Yes,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,55.15,322.9,0,0,41.88,364.78,4,Stayed,No,0,42,5377,,,No
8229-MYEJZ,Female,44,No,No,No,No,0,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,"48,827",Q3,No,0,10,Offer D,Yes,45.56,No,Yes,DSL,17,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,51.2,498.25,0,0,455.6,953.85,4,Stayed,No,0,47,5765,,,No
2080-SRCDE,Female,21,Yes,No,No,Yes,1,United States,California,Walnut,91789,"34.018354, -117.85492",34.018354,-117.85492,"45,118",Q3,No,0,1,Offer E,Yes,32.73,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,25.4,25.4,0,0,32.73,58.13,3,Joined,No,0,38,4556,,,No
9577-WJVCQ,Female,24,Yes,No,No,No,0,United States,California,West Covina,91790,"34.066964, -117.937007",34.066964,-117.937007,"44,099",Q3,No,0,68,,Yes,5.3,Yes,Yes,DSL,59,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,54.45,3687.75,0,0,360.4,4048.15,3,Stayed,No,0,24,5310,,,No
6202-DYYFX,Female,64,No,No,No,No,0,United States,California,West Covina,91792,"34.024405, -117.898722",34.024405,-117.898722,"31,622",Q3,No,0,22,Offer D,Yes,19.72,Yes,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,76,1783.6,0,0,433.84,2217.44,4,Stayed,No,0,41,2031,,,No
3808-HFKDE,Female,35,No,No,No,No,0,United States,California,Alhambra,91801,"34.090925, -118.128164",34.090925,-118.128164,"54,382",Q3,No,0,20,Offer D,Yes,4.15,No,Yes,Cable,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.35,927.15,0,0,83,1010.15,4,Stayed,No,0,59,3460,,,No
3727-OWVYD,Male,24,Yes,No,No,No,0,United States,California,Campo,91906,"32.673483, -116.472863",32.673483,-116.472863,"3,133",Q3,No,0,35,,Yes,38.38,No,Yes,DSL,82,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Mailed Check,61.2,2021.2,0,0,1343.3,3364.5,3,Stayed,No,0,70,2075,,,No
2294-SALNE,Male,51,No,No,Yes,No,0,United States,California,Chula Vista,91910,"32.636792, -117.054989",32.636792,-117.054989,"74,025",Q3,Yes,2,23,Offer D,Yes,16.63,No,Yes,Fiber Optic,22,No,Yes,Yes,Yes,No,No,No,No,One Year,No,Credit Card,86.8,1940.8,0,90,382.49,2413.29,4,Stayed,No,0,54,3200,,,Yes
1563-IWQEX,Female,43,No,No,No,No,0,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,"12,884",Q3,No,0,12,,Yes,18.71,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,220.35,0,0,224.52,444.87,3,Stayed,No,0,71,5715,,,No
8203-XJZRC,Male,44,No,No,No,No,0,United States,California,Chula Vista,91914,"32.688506, -116.938632",32.688506,-116.938632,"2,606",Q3,No,0,1,Offer E,Yes,40.46,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,20.25,0,0,40.46,60.71,3,Joined,No,0,57,5384,,,No
6556-DBKZF,Female,38,No,No,Yes,Yes,1,United States,California,Chula Vista,91915,"32.605012, -116.97595",32.605012,-116.97595,"9,278",Q3,Yes,6,71,,Yes,9.4,No,Yes,Fiber Optic,10,No,No,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,76.05,5436.45,0,0,667.4,6103.85,5,Stayed,No,0,26,5841,,,Yes
2985-JUUBZ,Male,32,No,No,Yes,Yes,3,United States,California,Dulzura,91917,"32.622999, -116.687855",32.622999,-116.687855,727,Q3,Yes,5,40,Offer B,Yes,13.86,Yes,Yes,DSL,75,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.55,3015.75,0,0,554.4,3570.15,5,Stayed,No,0,64,3718,,,Yes
0895-LMRSF,Male,34,No,No,No,No,0,United States,California,Imperial Beach,91932,"32.579134, -117.119009",32.579134,-117.119009,"26,662",Q3,No,0,23,,Yes,46.4,No,Yes,Cable,23,No,No,No,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,64.9,1509.8,0,130,1067.2,2707,4,Stayed,No,0,50,3314,,,No
8266-VBFQL,Male,55,No,No,No,No,0,United States,California,Jamul,91935,"32.695681, -116.798386",32.695681,-116.798386,"8,759",Q3,No,0,4,,Yes,31.92,No,Yes,Fiber Optic,4,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.4,356.65,0,0,127.68,484.33,3,Stayed,No,0,35,3314,,,No
8181-YHCMF,Female,44,No,No,Yes,No,0,United States,California,La Mesa,91941,"32.759327, -116.99726",32.759327,-116.99726,"44,652",Q3,Yes,8,68,,No,0,No,Yes,DSL,15,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,60.3,4109,0,0,0,4109,4,Stayed,No,0,24,4864,,,Yes
2240-HSJQD,Male,44,No,No,No,Yes,2,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,"24,005",Q3,No,0,38,,Yes,1.27,Yes,Yes,Fiber Optic,13,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,81.85,3141.7,0,0,48.26,3189.96,5,Stayed,No,0,55,3571,,,No
1248-DYXUB,Male,42,No,No,Yes,Yes,3,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,"24,961",Q3,Yes,1,52,Offer B,Yes,40.33,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.8,1229.1,0,0,2097.16,3326.26,5,Stayed,No,0,76,5320,,,Yes
4115-BNPJY,Male,60,No,No,Yes,No,0,United States,California,National City,91950,"32.67102, -117.095235",32.67102,-117.095235,"62,355",Q3,Yes,7,29,,Yes,32.46,No,Yes,DSL,7,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,75.55,2054.4,0,0,941.34,2995.74,5,Stayed,No,0,44,5625,,,Yes
4091-TVOCN,Male,51,No,No,No,No,0,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,905,Q3,No,0,48,Offer B,Yes,2.53,Yes,Yes,Cable,6,Yes,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,78.75,3682.45,0,40,121.44,3843.89,3,Stayed,No,0,69,2257,,,No
1098-TDVUQ,Female,34,No,No,No,No,0,United States,California,Spring Valley,91977,"32.726627, -116.994608",32.726627,-116.994608,"56,100",Q3,No,0,1,Offer E,Yes,9.44,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.25,19.25,0,0,9.44,28.69,3,Joined,No,0,66,4745,,,No
7277-OZCGZ,Female,40,No,No,No,No,0,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,"7,863",Q3,No,0,22,,Yes,6,No,Yes,Fiber Optic,8,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.05,1886.25,0,0,132,2018.25,3,Stayed,No,0,75,5479,,,No
1557-EMYVT,Female,25,Yes,No,No,No,0,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,91,Q3,No,0,43,Offer B,Yes,24.85,Yes,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,115.05,4895.1,10.76,0,1068.55,5952.89,4,Stayed,No,0,57,4115,,,No
5027-YOCXN,Male,23,Yes,No,Yes,No,0,United States,California,Cardiff By The Sea,92007,"33.015866, -117.272254",33.015866,-117.272254,"10,375",Q3,Yes,6,51,,Yes,26.73,Yes,Yes,Fiber Optic,41,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,110.05,5686.4,20.28,0,1363.23,7029.35,3,Stayed,No,0,56,5604,,,Yes
3973-SKMLN,Male,49,No,No,No,No,0,United States,California,Carlsbad,92008,"33.148116, -117.306043",33.148116,-117.306043,"35,582",Q3,No,0,71,,Yes,22.22,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.9,1355.1,42.18,0,1577.62,2890.54,3,Stayed,No,0,28,5308,,,No
6745-JEFZB,Male,64,No,No,Yes,No,0,United States,California,El Cajon,92019,"32.785165, -116.862648",32.785165,-116.862648,"40,995",Q3,Yes,2,35,,Yes,23.85,Yes,Yes,Fiber Optic,10,No,No,No,Yes,Yes,No,No,No,Month-to-Month,Yes,Credit Card,91.5,3236.35,40.79,90,834.75,4120.31,4,Stayed,No,0,78,3617,,,Yes
9880-TDQAC,Female,63,No,No,Yes,No,0,United States,California,El Cajon,92021,"32.832706, -116.873258",32.832706,-116.873258,"61,872",Q3,Yes,3,72,,No,0,No,Yes,DSL,16,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,60,4264,25.67,0,0,4238.33,4,Stayed,No,0,43,5471,,,Yes
8705-WZCYL,Male,40,No,No,No,No,0,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,"47,126",Q3,No,0,1,Offer E,Yes,27.46,No,Yes,DSL,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.8,44.8,0,0,27.46,72.26,4,Joined,No,0,31,2269,,,No
7102-JJVTX,Female,31,No,No,Yes,No,0,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,"49,281",Q3,Yes,9,9,Offer E,Yes,30.07,No,Yes,DSL,30,Yes,No,No,No,No,No,No,Yes,One Year,No,Credit Card,48.6,422.3,20.45,0,270.63,672.48,3,Stayed,No,0,46,4562,,,Yes
8626-PTQGE,Male,62,No,No,No,No,0,United States,California,Escondido,92026,"33.21846, -117.116916",33.21846,-117.116916,"43,436",Q3,No,0,69,,No,0,No,Yes,Cable,18,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,60.05,4176.7,41.21,0,0,4135.49,3,Stayed,No,0,22,5388,,,No
4983-CLMLV,Female,30,No,No,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,52,,Yes,44.34,Yes,Yes,Fiber Optic,71,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,102.7,5138.1,0,0,2305.68,7443.78,3,Stayed,No,0,63,4044,,,Yes
9385-EHGDO,Female,37,No,No,Yes,Yes,1,United States,California,Lakeside,92040,"32.909873, -116.906774",32.909873,-116.906774,"42,277",Q3,Yes,5,35,,Yes,9.04,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.85,739.35,2.29,0,316.4,1053.46,3,Stayed,No,0,46,4177,,,Yes
9498-FIMXL,Female,31,No,No,No,No,0,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,"98,239",Q3,No,0,8,Offer E,Yes,31.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.2,161.95,0,0,248.16,410.11,4,Stayed,No,0,40,5272,,,No
2379-GYFLQ,Male,31,No,No,No,No,0,United States,California,Oceanside,92056,"33.194742, -117.29032",33.194742,-117.29032,"52,895",Q3,No,0,46,,Yes,22.13,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,94.9,4422.95,24.08,0,1017.98,5416.85,4,Stayed,No,0,50,5316,,,No
2088-IEBAU,Female,63,No,No,No,No,0,United States,California,Poway,92064,"32.984395, -117.013454",32.984395,-117.013454,"47,969",Q3,No,0,68,,Yes,21.82,Yes,Yes,DSL,2,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,88.15,6148.45,36.29,0,1483.76,7595.92,3,Stayed,No,0,46,5531,,,No
7982-VCELR,Female,20,Yes,No,No,No,0,United States,California,Ramona,92065,"33.044541, -116.833922",33.044541,-116.833922,"33,104",Q3,No,0,36,,Yes,19.64,No,Yes,Fiber Optic,71,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.8,3565.65,30.26,0,707.04,4242.43,4,Stayed,No,0,22,2807,,,No
6885-PKOAM,Female,59,No,No,Yes,No,0,United States,California,San Marcos,92069,"33.162624, -117.170863",33.162624,-117.170863,"52,664",Q3,Yes,3,71,,Yes,30.68,Yes,Yes,Cable,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,85.75,6223.8,4.6,0,2178.28,8397.48,3,Stayed,No,0,57,4487,,,Yes
7520-HQWJU,Female,22,Yes,No,Yes,Yes,1,United States,California,Santa Ysabel,92070,"33.174725, -116.743329",33.174725,-116.743329,"1,143",Q3,Yes,6,66,,Yes,23.2,Yes,Yes,DSL,59,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,67.45,4508.65,41.67,0,1531.2,5998.18,3,Stayed,No,0,26,4172,,,Yes
9639-BUJXT,Male,50,No,No,No,No,0,United States,California,Santee,92071,"32.847336, -116.997605",32.847336,-116.997605,"53,510",Q3,No,0,63,,Yes,35.35,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.5,1328.15,15.62,0,2227.05,3539.58,5,Stayed,No,0,28,5997,,,No
5924-SNGKP,Female,39,No,No,No,No,0,United States,California,Solana Beach,92075,"33.001813, -117.263628",33.001813,-117.263628,"12,173",Q3,No,0,41,,Yes,6.61,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.25,865,46.78,0,271.01,1089.23,4,Stayed,No,0,25,3972,,,No
8966-SNIZF,Female,26,Yes,No,Yes,No,0,United States,California,Vista,92083,"33.17494, -117.242761",33.17494,-117.242761,"62,036",Q3,Yes,9,70,,Yes,23.52,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.45,1303.5,14.49,0,1646.4,2935.41,4,Stayed,No,0,57,5540,,,Yes
6243-OZGFH,Female,47,No,No,No,No,0,United States,California,Vista,92084,"33.22784, -117.200024",33.22784,-117.200024,"44,692",Q3,No,0,23,,No,0,No,Yes,DSL,14,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,44.95,996.85,25.84,40,0,1011.01,3,Stayed,No,0,65,3248,,,No
0513-RBGPE,Male,57,No,No,Yes,No,0,United States,California,Rancho Santa Fe,92091,"32.99356, -117.207121",32.99356,-117.207121,"1,072",Q3,Yes,6,37,,Yes,4.5,Yes,Yes,DSL,9,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,62.8,2278.75,16.97,0,166.5,2428.28,3,Stayed,No,0,66,5229,,,Yes
5160-UXJED,Male,27,Yes,No,No,No,0,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,"27,505",Q3,No,0,17,,Yes,13.02,No,Yes,Cable,73,No,No,No,No,No,No,No,Yes,One Year,No,Credit Card,44.6,681.4,0,0,221.34,902.74,4,Stayed,No,0,67,2130,,,No
8984-EYLLL,Male,29,Yes,No,Yes,No,0,United States,California,San Diego,92107,"32.741852, -117.243453",32.741852,-117.243453,"27,959",Q3,Yes,5,64,,Yes,40.18,Yes,Yes,Fiber Optic,30,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.25,6823.4,23.67,0,2571.52,9371.25,4,Stayed,No,0,72,5682,,,Yes
9833-TGFHX,Male,62,No,No,Yes,No,0,United States,California,San Diego,92109,"32.787836, -117.232376",32.787836,-117.232376,"46,086",Q3,Yes,1,42,,Yes,13.23,Yes,Yes,Fiber Optic,23,Yes,No,No,No,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,97.1,4016.75,46.56,150,555.66,4675.85,3,Stayed,No,0,71,2170,,,Yes
9294-TDIPC,Male,59,No,No,No,Yes,1,United States,California,San Diego,92110,"32.76501, -117.19938",32.76501,-117.19938,"24,169",Q3,No,0,5,Offer E,Yes,12.22,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.2,83.75,0,0,61.1,144.85,5,Stayed,No,0,58,5169,,,No
5229-DTFYB,Female,64,No,No,No,No,0,United States,California,San Diego,92111,"32.805518, -117.169052",32.805518,-117.169052,"46,828",Q3,No,0,41,,Yes,10.26,No,Yes,Fiber Optic,2,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,98.8,3959.15,27.09,0,420.66,4352.72,4,Stayed,No,0,69,5584,,,No
0104-PPXDV,Male,61,No,No,Yes,No,0,United States,California,San Diego,92113,"32.697098, -117.116587",32.697098,-117.116587,"47,431",Q3,Yes,10,58,,Yes,18.37,No,Yes,DSL,18,No,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,50.3,2878.55,10.23,0,1065.46,3933.78,5,Stayed,No,0,30,5232,,,Yes
5176-LMJXE,Female,34,No,No,No,No,0,United States,California,San Diego,92114,"32.707892, -117.05512",32.707892,-117.05512,"66,838",Q3,No,0,47,,Yes,44.69,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.55,945.7,0,0,2100.43,3046.13,4,Stayed,No,0,53,5404,,,No
3583-KRKMD,Male,51,No,No,No,No,0,United States,California,San Diego,92115,"32.762506, -117.07245",32.762506,-117.07245,"56,887",Q3,No,0,18,,Yes,26.84,No,Yes,Fiber Optic,20,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.9,1373.05,15.57,0,483.12,1840.6,4,Stayed,No,0,62,4668,,,No
9069-LGEUL,Male,25,Yes,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,5,23,,Yes,3.67,No,Yes,DSL,69,Yes,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,59.95,1406,26.55,140,84.41,1603.86,4,Stayed,No,0,42,5379,,,Yes
7302-ZHMHP,Female,35,No,No,No,No,0,United States,California,Coronado,92118,"32.68674, -117.186612",32.68674,-117.186612,"24,093",Q3,No,0,1,,Yes,22.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.15,19.15,0,0,22.37,41.52,5,Joined,No,0,51,2577,,,No
9571-EDEBV,Male,60,No,No,Yes,No,0,United States,California,San Diego,92119,"32.802959, -117.027095",32.802959,-117.027095,"21,866",Q3,Yes,8,71,,Yes,34.72,Yes,Yes,Fiber Optic,10,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,98.65,6962.85,0,0,2465.12,9427.97,5,Stayed,No,0,28,5101,,,Yes
3520-FJGCV,Male,47,No,No,Yes,Yes,1,United States,California,San Diego,92120,"32.807867, -117.060993",32.807867,-117.060993,"25,569",Q3,Yes,2,72,,Yes,17.3,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,112.6,8126.65,0,0,1245.6,9372.25,3,Stayed,No,0,70,6486,,,Yes
6563-VRERX,Male,63,No,No,Yes,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,Yes,2,33,,Yes,34.22,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.6,690.25,0,0,1129.26,1819.51,5,Stayed,No,0,52,5212,,,Yes
6122-EFVKN,Male,44,No,No,No,No,0,United States,California,San Diego,92123,"32.808814, -117.134694",32.808814,-117.134694,"25,232",Q3,No,0,24,,No,0,No,Yes,Cable,20,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,35.75,830.8,0,0,0,830.8,3,Stayed,No,0,64,5531,,,No
2805-EDJPQ,Female,45,No,No,Yes,No,0,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,"30,206",Q3,Yes,9,56,,Yes,20.53,Yes,Yes,Fiber Optic,19,No,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,99.75,5608.4,0,0,1149.68,6758.08,4,Stayed,No,0,68,5926,,,Yes
6862-CQUMB,Male,28,Yes,No,No,No,0,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,No,0,37,,Yes,21.84,No,Yes,Fiber Optic,41,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,96.1,3646.8,0,0,808.08,4454.88,4,Stayed,No,0,75,2640,,,No
7156-MXBJE,Female,29,Yes,No,No,No,0,United States,California,San Diego,92127,"33.017518, -117.118456",33.017518,-117.118456,"20,046",Q3,No,0,43,,Yes,2.49,Yes,Yes,DSL,53,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Credit Card,85.1,3662.25,0,30,107.07,3799.32,3,Stayed,No,0,5,2319,,,No
6158-HDPXZ,Male,31,No,No,No,No,0,United States,California,San Diego,92128,"33.000269, -117.072093",33.000269,-117.072093,"42,733",Q3,No,0,1,,No,0,No,Yes,DSL,13,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25.35,25.35,0,0,0,25.35,4,Joined,No,0,51,4193,,,No
2863-IMQDR,Female,52,No,No,No,No,0,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,61,,Yes,23.45,Yes,Yes,DSL,8,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,89.65,5308.7,0,0,1430.45,6739.15,3,Stayed,No,0,48,6149,,,No
5686-CMAWK,Male,41,No,No,No,No,0,United States,California,San Diego,92131,"32.89325, -117.087091",32.89325,-117.087091,"29,283",Q3,No,0,17,,Yes,49.71,Yes,Yes,Fiber Optic,4,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,86.75,1410.25,0,0,845.07,2255.32,5,Stayed,No,0,29,5863,,,No
5651-CRHKQ,Female,53,No,No,Yes,No,0,United States,California,San Diego,92139,"32.677716, -117.047666",32.677716,-117.047666,"36,351",Q3,Yes,3,41,,Yes,13.23,No,Yes,Fiber Optic,16,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,86.2,3339.05,0,0,542.43,3881.48,3,Stayed,No,0,62,5325,,,Yes
6583-SZVGP,Male,59,No,No,No,No,0,United States,California,Indio,92203,"33.752938, -116.230055",33.752938,-116.230055,"2,743",Q3,No,0,48,,Yes,9.91,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.1,5067.45,0,0,475.68,5543.13,4,Stayed,No,0,76,5994,,,No
1708-PBBOA,Female,51,No,No,No,No,0,United States,California,Banning,92220,"33.936298, -116.849577",33.936298,-116.849577,"25,859",Q3,No,0,42,,No,0,No,Yes,DSL,13,Yes,Yes,Yes,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,54.75,2348.45,0,80,0,2428.45,3,Stayed,No,0,62,3179,,,No
8782-LKFPK,Male,50,No,No,No,No,0,United States,California,Beaumont,92223,"33.946982, -116.977672",33.946982,-116.977672,"17,721",Q3,No,0,44,,Yes,44.92,Yes,Yes,Fiber Optic,16,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,90.4,4063,0,0,1976.48,6039.48,4,Stayed,No,0,63,4751,,,No
5522-JBWMO,Male,62,No,No,No,Yes,2,United States,California,Blythe,92225,"33.674583, -114.71612",33.674583,-114.71612,"24,659",Q3,No,0,1,,Yes,15.66,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44,44,0,0,15.66,59.66,5,Joined,No,0,29,4020,,,No
3597-MVHJT,Female,49,No,No,No,No,0,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,"23,394",Q3,No,0,27,,Yes,35.17,Yes,Yes,Fiber Optic,24,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.6,2595.25,0,0,949.59,3544.84,4,Stayed,No,0,21,2026,,,No
9967-ATRFS,Female,47,No,No,No,No,0,United States,California,Calipatria,92233,"33.143826, -115.497485",33.143826,-115.497485,"7,857",Q3,No,0,19,,Yes,32.03,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.9,367.55,0,0,608.57,976.12,5,Stayed,No,0,21,3245,,,No
2977-CEBSX,Female,61,No,No,No,No,0,United States,California,Coachella,92236,"33.680031, -116.171678",33.680031,-116.171678,"23,170",Q3,No,0,66,,Yes,13.28,Yes,Yes,DSL,24,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.05,5965.95,0,0,876.48,6842.43,4,Stayed,No,0,74,5813,,,No
5876-QMYLD,Female,44,No,No,Yes,No,0,United States,California,Earp,92242,"34.137742, -114.36514",34.137742,-114.36514,"1,564",Q3,Yes,10,23,,Yes,17.82,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,415.1,0,0,409.86,824.96,4,Stayed,No,0,9,3742,,,Yes
2277-AXSDC,Female,46,No,No,No,No,0,United States,California,El Centro,92243,"32.770393, -115.60915",32.770393,-115.60915,"43,712",Q3,No,0,32,,Yes,43.8,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.75,624.15,0,0,1401.6,2025.75,4,Stayed,No,0,46,4691,,,No
9442-JTWDL,Female,52,No,No,No,No,0,United States,California,Heber,92249,"32.730583, -115.501083",32.730583,-115.501083,"3,535",Q3,No,0,11,,Yes,26.85,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,237.7,0,0,295.35,533.05,4,Stayed,No,0,48,5355,,,No
3067-SVMTC,Female,49,No,No,Yes,No,0,United States,California,Imperial,92251,"32.858595, -115.662709",32.858595,-115.662709,"14,546",Q3,Yes,9,68,,Yes,44.79,No,Yes,Cable,14,Yes,No,No,Yes,No,No,No,No,One Year,No,Bank Withdrawal,55.9,3848.8,0,20,3045.72,6914.52,3,Stayed,No,0,77,5160,,,Yes
5495-GPSRW,Male,62,No,No,No,No,0,United States,California,Joshua Tree,92252,"34.167236, -116.281511",34.167236,-116.281511,"8,141",Q3,No,0,20,,Yes,27.11,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.7,419.4,0,0,542.2,961.6,5,Stayed,No,0,56,2120,,,No
7606-BPHHN,Male,39,No,No,No,No,0,United States,California,La Quinta,92253,"33.695532, -116.310571",33.695532,-116.310571,"23,971",Q3,No,0,72,Offer A,Yes,30.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.8,1468.75,0,0,2191.68,3660.43,3,Stayed,No,0,9,5368,,,No
4742-DRORA,Male,59,No,No,Yes,No,0,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,"8,768",Q3,Yes,5,60,Offer B,Yes,5.43,Yes,Yes,Fiber Optic,29,Yes,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,95.4,5812,0,0,325.8,6137.8,4,Stayed,No,0,46,4149,,,Yes
4163-NCJAK,Female,55,No,No,Yes,No,0,United States,California,Palm Desert,92260,"33.694501, -116.412711",33.694501,-116.412711,"29,340",Q3,Yes,9,46,Offer B,Yes,35.46,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.45,1066.15,0,0,1631.16,2697.31,4,Stayed,No,0,76,2438,,,Yes
5233-AOZUF,Female,62,No,No,Yes,No,0,United States,California,Palm Springs,92262,"33.839989, -116.659215",33.839989,-116.659215,"24,924",Q3,Yes,3,29,,Yes,5.39,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,2149.05,0,0,156.31,2305.36,5,Stayed,No,0,80,3483,,,Yes
5973-EJGDP,Male,21,Yes,No,No,No,0,United States,California,Palm Springs,92264,"33.745746, -116.514215",33.745746,-116.514215,"18,884",Q3,No,0,51,Offer B,Yes,1.51,Yes,Yes,Fiber Optic,52,No,Yes,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,87.35,4473,0,0,77.01,4550.01,5,Stayed,No,0,28,4899,,,No
7916-VCCPB,Female,58,No,No,Yes,Yes,1,United States,California,Parker Dam,92267,"34.273872, -114.192901",34.273872,-114.192901,131,Q3,Yes,6,16,Offer D,Yes,40.03,No,Yes,Fiber Optic,20,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,73.25,1195.75,0,0,640.48,1836.23,3,Stayed,No,0,22,3624,,,Yes
4686-GEFRM,Male,23,Yes,No,Yes,No,0,United States,California,Pioneertown,92268,"34.201108, -116.593456",34.201108,-116.593456,354,Q3,Yes,5,70,Offer A,Yes,45.24,Yes,Yes,Fiber Optic,42,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,98.7,6858.9,0,0,3166.8,10025.7,3,Stayed,No,0,57,5582,,,Yes
5249-QYHEX,Female,27,Yes,No,Yes,Yes,2,United States,California,Rancho Mirage,92270,"33.763678, -116.429928",33.763678,-116.429928,"12,465",Q3,Yes,2,40,Offer B,Yes,33.44,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.8,1024.7,0,0,1337.6,2362.3,5,Stayed,No,0,72,3021,,,Yes
2233-FAGXV,Female,41,No,No,Yes,Yes,3,United States,California,Salton City,92275,"33.28156, -115.955541",33.28156,-115.955541,799,Q3,Yes,6,5,,Yes,6.7,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,24.3,132.25,0,0,33.5,165.75,5,Stayed,No,0,20,3181,,,Yes
5605-IYGFG,Female,61,No,No,No,No,0,United States,California,Thousand Palms,92276,"33.849263, -116.382778",33.849263,-116.382778,"6,242",Q3,No,0,7,,Yes,27.46,No,Yes,Fiber Optic,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.85,515.45,0,0,192.22,707.67,3,Stayed,No,0,51,5501,,,No
7663-ZTEGJ,Male,46,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,29,,Yes,49.92,Yes,Yes,Fiber Optic,23,No,Yes,Yes,Yes,No,Yes,Yes,No,One Year,No,Credit Card,100.55,2830.45,0,100,1447.68,4378.13,5,Stayed,No,0,77,3055,,,No
3935-TBRZZ,Male,54,No,No,Yes,No,0,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,"14,104",Q3,Yes,10,44,Offer B,Yes,15.33,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,25.7,1110.5,0,0,674.52,1785.02,3,Stayed,No,0,80,3037,,,Yes
8111-BKVDS,Female,31,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,10,Offer D,No,0,No,Yes,DSL,24,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,40.7,449.3,0,0,0,449.3,5,Stayed,No,0,26,2164,,,No
8734-DKSTZ,Female,20,Yes,No,Yes,Yes,2,United States,California,Winterhaven,92283,"32.852947, -114.850784",32.852947,-114.850784,"3,663",Q3,No,0,10,Offer D,Yes,6.5,Yes,Yes,Fiber Optic,76,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85.95,858.6,0,0,65,923.6,3,Stayed,No,0,20,4922,,,Yes
4360-PNRQB,Male,27,Yes,No,No,No,0,United States,California,Yucca Valley,92284,"34.159534, -116.425984",34.159534,-116.425984,"20,486",Q3,No,0,18,Offer D,Yes,15.18,Yes,Yes,Fiber Optic,42,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.6,1395.05,0,0,273.24,1668.29,5,Stayed,No,0,78,4030,,,No
6152-ONASV,Female,49,No,No,Yes,No,0,United States,California,Landers,92285,"34.341737, -116.539416",34.341737,-116.539416,"2,182",Q3,Yes,4,68,Offer A,Yes,41.46,Yes,Yes,DSL,30,Yes,No,No,Yes,No,No,No,No,One Year,No,Bank Withdrawal,58.25,3975.7,0,140,2819.28,6934.98,3,Stayed,No,0,74,4620,,,Yes
7781-HVGMK,Female,56,No,No,Yes,No,0,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,42,Q3,Yes,5,72,Offer A,No,0,No,Yes,DSL,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,65.2,4784.45,0,0,0,4784.45,3,Stayed,No,0,27,5092,,,Yes
2181-UAESM,Male,30,No,No,No,No,0,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,301,Q3,No,0,2,,Yes,12.59,No,Yes,Cable,76,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,53.45,119.5,0,0,25.18,144.68,4,Joined,No,0,25,3477,,,No
6048-NJXHX,Male,21,Yes,No,Yes,No,0,United States,California,Apple Valley,92308,"34.424926, -117.184503",34.424926,-117.184503,"28,819",Q3,Yes,1,41,Offer B,Yes,35.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.75,899.45,0,0,1453.86,2353.31,4,Stayed,No,0,53,2011,,,Yes
2320-SLKMB,Female,46,No,No,No,No,0,United States,California,Baker,92309,"35.28952, -116.092214",35.28952,-116.092214,904,Q3,No,0,26,,No,0,No,Yes,Cable,29,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,44.45,1183.8,0,0,0,1183.8,4,Stayed,No,0,26,3080,,,No
4980-URKXC,Male,26,Yes,No,Yes,No,0,United States,California,Fort Irwin,92310,"35.349241, -116.770281",35.349241,-116.770281,"9,465",Q3,Yes,1,36,,Yes,12.61,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.85,720.05,0,0,453.96,1174.01,4,Stayed,No,0,78,5744,,,Yes
4376-KFVRS,Male,52,No,No,Yes,No,0,United States,California,Barstow,92311,"34.965648, -117.001509",34.965648,-117.001509,"31,293",Q3,Yes,5,72,Offer A,Yes,30.75,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,114.05,8468.2,0,0,2214,10682.2,3,Stayed,No,0,39,4842,,,Yes
5886-VLQVU,Male,30,No,No,Yes,No,0,United States,California,Grand Terrace,92313,"34.029175, -117.307211",34.029175,-117.307211,"11,024",Q3,No,0,35,,Yes,24.83,Yes,Yes,Fiber Optic,51,No,No,No,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,89.85,3161.2,0,20,869.05,4050.25,3,Stayed,No,0,78,4945,,,Yes
3577-AMVUX,Male,59,No,No,No,No,0,United States,California,Big Bear City,92314,"34.278967, -116.773825",34.278967,-116.773825,"9,899",Q3,No,0,1,,Yes,14.65,No,Yes,Cable,15,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,55.05,55.05,0,0,14.65,69.7,4,Joined,No,0,32,2962,,,No
0771-WLCLA,Female,49,No,No,Yes,Yes,1,United States,California,Big Bear Lake,92315,"34.242058, -116.89802",34.242058,-116.89802,"5,447",Q3,Yes,8,16,Offer D,Yes,46.45,Yes,Yes,Fiber Optic,12,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,112.95,1882.55,0,0,743.2,2625.75,3,Stayed,No,0,70,2683,,,Yes
0206-TBWLC,Female,63,No,No,Yes,No,0,United States,California,Calimesa,92320,"33.982787, -117.057627",33.982787,-117.057627,"7,334",Q3,Yes,7,54,Offer B,Yes,11.4,Yes,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,114.65,6049.5,0,0,615.6,6665.1,4,Stayed,No,0,67,4488,,,Yes
2937-FTHUR,Female,45,No,No,No,Yes,3,United States,California,Cedar Glen,92321,"34.255203, -117.175654",34.255203,-117.175654,455,Q3,No,0,18,Offer D,Yes,42.45,Yes,Yes,DSL,28,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,64.8,1166.7,0,0,764.1,1930.8,4,Stayed,No,0,37,2466,,,No
1910-FMXJM,Female,59,No,No,Yes,No,0,United States,California,Colton,92324,"34.030915, -117.273201",34.030915,-117.273201,"52,202",Q3,Yes,8,36,,Yes,49.33,No,Yes,Fiber Optic,23,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,80.4,2937.65,0,0,1775.88,4713.53,3,Stayed,No,0,35,5544,,,Yes
0732-OCQOC,Female,30,No,No,Yes,No,0,United States,California,Death Valley,92328,"36.27688, -117.033326",36.27688,-117.033326,443,Q3,Yes,10,52,Offer B,Yes,5.32,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.05,1270.25,0,0,276.64,1546.89,4,Stayed,No,0,42,5674,,,Yes
5168-MSWXT,Male,26,Yes,No,Yes,Yes,3,United States,California,Essex,92332,"34.9436, -115.287901",34.9436,-115.287901,115,Q3,Yes,4,8,,Yes,22.14,No,Yes,Fiber Optic,82,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.75,759.55,0,0,177.12,936.67,5,Stayed,No,0,44,5505,,,Yes
1090-ESELR,Male,47,No,No,Yes,No,0,United States,California,Fawnskin,92333,"34.274846, -116.937581",34.274846,-116.937581,414,Q3,Yes,8,72,Offer A,Yes,27.25,No,Yes,Fiber Optic,19,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,105.5,7611.55,0,0,1962,9573.55,3,Stayed,No,0,25,5534,,,Yes
8592-PLTMQ,Female,53,No,No,No,No,0,United States,California,Fontana,92335,"34.087558, -117.464096",34.087558,-117.464096,"82,630",Q3,No,0,64,Offer B,Yes,4.03,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,24.7,1642.75,0,0,257.92,1900.67,5,Stayed,No,0,32,5655,,,No
8847-GEOOQ,Male,34,No,No,Yes,No,0,United States,California,Fontana,92337,"34.049671, -117.468896",34.049671,-117.468896,"29,847",Q3,Yes,10,60,Offer B,No,0,No,Yes,DSL,2,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,60.2,3582.4,0,0,0,3582.4,5,Stayed,No,0,76,5359,,,Yes
4785-FCIFB,Female,20,Yes,No,Yes,No,0,United States,California,Forest Falls,92339,"34.067699, -116.903891",34.067699,-116.903891,958,Q3,Yes,10,61,Offer B,Yes,20.09,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,24.4,1417.9,0,0,1225.49,2643.39,5,Stayed,No,0,23,4900,,,Yes
8313-NDOIA,Female,48,No,No,No,No,0,United States,California,Green Valley Lake,92341,"34.244411, -117.072654",34.244411,-117.072654,317,Q3,No,0,24,,Yes,38.79,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,104.15,2494.65,0,40,930.96,3465.61,5,Stayed,No,0,61,5813,,,No
5149-CUZUJ,Male,35,No,No,Yes,No,0,United States,California,Helendale,92342,"34.757783, -117.33997",34.757783,-117.33997,"4,948",Q3,Yes,1,28,,Yes,27.34,No,Yes,Fiber Optic,16,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,92.9,2768.35,0,0,765.52,3533.87,3,Stayed,No,0,51,2037,,,Yes
0942-KOWSM,Female,24,Yes,No,Yes,No,0,United States,California,Hesperia,92345,"34.361387, -117.337509",34.361387,-117.337509,"68,515",Q3,Yes,4,30,Offer C,Yes,15.94,No,Yes,DSL,53,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,80.8,2369.3,0,0,478.2,2847.5,5,Stayed,No,0,46,4274,,,Yes
4237-CLSMM,Male,45,No,No,Yes,No,0,United States,California,Highland,92346,"34.129677, -117.154277",34.129677,-117.154277,"48,245",Q3,Yes,10,2,,Yes,34.38,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20,38,0,0,68.76,106.76,4,Joined,No,0,77,4823,,,Yes
1452-VOQCH,Male,61,No,No,No,No,0,United States,California,Hinkley,92347,"34.983808, -117.239306",34.983808,-117.239306,"1,933",Q3,No,0,1,,Yes,4.53,Yes,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.1,75.1,0,0,4.53,79.63,3,Joined,No,0,28,4120,,,No
4719-UMSIY,Male,52,No,No,No,Yes,2,United States,California,Lake Arrowhead,92352,"34.2565, -117.19335",34.2565,-117.19335,"9,793",Q3,No,0,6,,Yes,15.5,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.65,100.9,0,0,93,193.9,5,Stayed,No,0,34,2231,,,No
6614-VBEGU,Female,23,Yes,No,Yes,No,0,United States,California,Loma Linda,92354,"34.049315, -117.255974",34.049315,-117.255974,"18,068",Q3,Yes,8,24,Offer C,Yes,44.06,No,Yes,DSL,59,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.45,1614.05,0,0,1057.44,2671.49,5,Stayed,No,0,35,4208,,,Yes
2996-XAUVF,Male,25,Yes,No,No,No,0,United States,California,Needles,92363,"34.711224, -114.702256",34.711224,-114.702256,"5,488",Q3,No,0,70,Offer A,No,0,No,Yes,DSL,59,No,No,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Mailed Check,40.05,2799.75,0,0,0,2799.75,5,Stayed,No,0,57,5055,,,No
5968-XQIVE,Male,32,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,2,72,Offer A,Yes,11.57,Yes,Yes,Fiber Optic,18,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,89.7,6588.95,0,0,833.04,7421.99,3,Stayed,No,0,76,6016,,,Yes
8896-RAZCR,Female,42,No,No,No,No,0,United States,California,Oro Grande,92368,"34.647959, -117.296957",34.647959,-117.296957,909,Q3,No,0,44,Offer B,Yes,13.45,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.9,868.1,0,0,591.8,1459.9,5,Stayed,No,0,63,2809,,,No
1304-BCCFO,Male,24,Yes,No,Yes,No,0,United States,California,Redlands,92374,"34.064073, -117.166158",34.064073,-117.166158,"36,675",Q3,Yes,2,9,,Yes,14.91,No,Yes,Cable,82,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,70.05,564.4,0,0,134.19,698.59,3,Stayed,No,0,69,4900,,,Yes
4104-PVRPS,Male,56,No,No,Yes,No,0,United States,California,Rialto,92376,"34.109775, -117.378904",34.109775,-117.378904,"75,882",Q3,Yes,7,24,Offer C,Yes,1.02,No,Yes,Cable,3,Yes,No,No,Yes,No,No,No,No,Month-to-Month,No,Mailed Check,53.6,1315.35,0,120,24.48,1459.83,3,Stayed,No,0,47,2977,,,Yes
4431-EDMIQ,Female,47,No,No,Yes,Yes,3,United States,California,Sugarloaf,92386,"34.243088, -116.830015",34.243088,-116.830015,"1,834",Q3,Yes,8,7,,Yes,16.22,No,Yes,DSL,53,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.7,554.05,0,0,113.54,667.59,3,Stayed,No,0,37,2950,,,Yes
0486-LGCCH,Male,48,No,No,Yes,Yes,2,United States,California,Victorville,92394,"34.567058, -117.362329",34.567058,-117.362329,"12,083",Q3,Yes,2,11,Offer D,Yes,40.76,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,225.75,0,0,448.36,674.11,3,Stayed,No,0,33,3372,,,Yes
5168-MQQCA,Female,50,No,No,Yes,No,0,United States,California,Yucaipa,92399,"34.04597, -117.011825",34.04597,-117.011825,"41,575",Q3,Yes,2,72,Offer A,Yes,38.44,Yes,Yes,Fiber Optic,16,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,108.5,8003.8,0,0,2767.68,10771.48,4,Stayed,No,0,56,6288,,,Yes
7971-HLVXI,Male,62,No,No,Yes,Yes,2,United States,California,San Bernardino,92404,"34.183286, -117.221722",34.183286,-117.221722,"53,636",Q3,Yes,4,72,Offer A,Yes,44,Yes,Yes,Fiber Optic,20,No,No,No,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,84.5,6130.85,0,0,3168,9298.85,5,Stayed,No,0,50,6202,,,Yes
9094-AZPHK,Female,64,No,No,No,No,0,United States,California,San Bernardino,92405,"34.142747, -117.300864",34.142747,-117.300864,"24,644",Q3,No,0,15,Offer D,Yes,32.07,Yes,Yes,Fiber Optic,28,No,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,100.15,1415,0,0,481.05,1896.05,3,Stayed,No,0,65,2565,,,No
3649-JPUGY,Male,26,Yes,No,No,No,0,United States,California,San Bernardino,92407,"34.250069, -117.393949",34.250069,-117.393949,"49,355",Q3,No,0,72,Offer A,Yes,44.46,Yes,Yes,DSL,48,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,88.6,6201.95,0,0,3201.12,9403.07,3,Stayed,No,0,52,5842,,,No
4472-LVYGI,Female,43,No,No,Yes,No,0,United States,California,San Bernardino,92408,"34.084909, -117.258107",34.084909,-117.258107,"12,149",Q3,Yes,2,10,,No,0,No,Yes,Cable,20,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,52.55,525.5,0,0,0,525.5,3,Stayed,No,0,36,2578,,,Yes
3552-CTCYF,Male,42,No,No,Yes,Yes,3,United States,California,San Bernardino,92411,"34.122501, -117.320138",34.122501,-117.320138,"23,146",Q3,Yes,4,63,Offer B,Yes,40.73,Yes,Yes,Fiber Optic,76,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.8,6597.25,0,0,2565.99,9163.24,5,Stayed,No,0,20,4046,,,Yes
6778-YSNIH,Female,63,No,No,No,No,0,United States,California,Riverside,92501,"33.994676, -117.372498",33.994676,-117.372498,"18,999",Q3,No,0,2,,Yes,27.02,No,Yes,Cable,26,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59,114.15,0,0,54.04,168.19,5,Joined,No,0,33,5810,,,No
6579-JPICP,Male,31,No,No,No,No,0,United States,California,Riverside,92505,"33.920907, -117.489426",33.920907,-117.489426,"38,446",Q3,No,0,1,,Yes,17.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.4,20.4,0,0,17.81,38.21,5,Joined,No,0,46,2968,,,No
4134-BSXLX,Male,32,No,No,Yes,No,0,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,"48,649",Q3,Yes,7,28,Offer C,Yes,28.86,No,Yes,Cable,24,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,60.9,1785.65,0,0,808.08,2593.73,3,Stayed,No,0,76,3851,,,Yes
0505-SPOOW,Female,41,No,No,Yes,No,0,United States,California,Riverside,92508,"33.885499, -117.324959",33.885499,-117.324959,"17,147",Q3,Yes,7,70,Offer A,Yes,11.71,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.8,1397.65,0,0,819.7,2217.35,4,Stayed,No,0,30,4500,,,Yes
4374-YMUSQ,Male,64,No,No,No,No,0,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,"38,519",Q3,No,0,34,Offer C,Yes,22.41,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,116.25,3899.05,0,0,761.94,4660.99,3,Stayed,No,0,22,4022,,,No
3957-HHLMR,Female,50,No,No,Yes,No,0,United States,California,Aguanga,92536,"33.482243, -116.827173",33.482243,-116.827173,"2,433",Q3,Yes,1,70,Offer A,Yes,29.72,Yes,Yes,DSL,12,Yes,No,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,65.2,4543.15,0,0,2080.4,6623.55,3,Stayed,No,0,20,6316,,,Yes
7803-XOCCZ,Female,54,No,No,Yes,Yes,2,United States,California,Anza,92539,"33.527605, -116.666551",33.527605,-116.666551,"3,745",Q3,Yes,1,52,Offer B,Yes,31.96,No,Yes,Fiber Optic,26,Yes,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.05,4326.8,0,0,1661.92,5988.72,3,Stayed,No,0,48,6099,,,Yes
5736-YEJAX,Male,23,Yes,No,No,No,0,United States,California,Hemet,92543,"33.739415, -116.968339",33.739415,-116.968339,"29,687",Q3,No,0,69,Offer A,Yes,26.45,Yes,Yes,DSL,46,Yes,Yes,Yes,Yes,Yes,No,No,No,Two Year,Yes,Credit Card,79.45,5502.55,0,80,1825.05,7407.6,4,Stayed,No,0,28,5189,,,No
8981-FJGLA,Male,63,No,No,No,Yes,2,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,"25,694",Q3,No,0,11,Offer D,Yes,47.12,Yes,Yes,Fiber Optic,23,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,78,851.8,0,0,518.32,1370.12,5,Stayed,No,0,23,4886,,,No
1135-LMECX,Female,47,No,No,No,No,0,United States,California,Moreno Valley,92551,"33.88274, -117.224878",33.88274,-117.224878,"22,983",Q3,No,0,1,,Yes,16.47,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,19.85,0,0,16.47,36.32,5,Joined,No,0,51,4905,,,No
8535-SFUTN,Male,21,Yes,No,No,No,0,United States,California,Moreno Valley,92555,"33.907361, -117.109972",33.907361,-117.109972,"12,743",Q3,No,0,61,Offer B,Yes,36.05,Yes,Yes,Fiber Optic,73,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.45,6300.15,0,0,2199.05,8499.2,3,Stayed,No,0,65,4842,,,No
8677-HDZEE,Female,42,No,No,No,No,0,United States,California,Mountain Center,92561,"33.638645, -116.55783",33.638645,-116.55783,"1,500",Q3,No,0,56,Offer B,Yes,2.5,Yes,Yes,Fiber Optic,3,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.45,5916.95,0,0,140,6056.95,3,Stayed,No,0,55,4212,,,No
2475-MROZF,Male,36,No,No,No,No,0,United States,California,Murrieta,92562,"33.548869, -117.334165",33.548869,-117.334165,"36,149",Q3,No,0,30,Offer C,Yes,2.87,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,95,2852.4,0,0,86.1,2938.5,3,Stayed,No,0,64,3597,,,No
3482-ABPKK,Female,19,Yes,No,No,No,0,United States,California,Nuevo,92567,"33.82769, -117.102244",33.82769,-117.102244,"7,344",Q3,No,0,28,Offer C,Yes,28.42,No,Yes,DSL,48,Yes,No,No,Yes,No,No,No,No,One Year,No,Credit Card,54.3,1546.3,0,150,795.76,2492.06,3,Stayed,No,0,30,5271,,,No
7531-GQHME,Male,34,No,No,No,No,0,United States,California,San Jacinto,92582,"33.806708, -117.02007",33.806708,-117.02007,"4,456",Q3,No,0,12,Offer D,Yes,38.96,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,265.45,0,0,467.52,732.97,4,Stayed,No,0,56,4996,,,No
5174-ITUMV,Male,37,No,No,Yes,Yes,2,United States,California,San Jacinto,92583,"33.796568, -116.924723",33.796568,-116.924723,"21,349",Q3,No,0,67,Offer A,Yes,38.98,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.4,6989.45,0,0,2611.66,9601.11,5,Stayed,No,0,45,5666,,,Yes
0913-XWSCN,Male,29,Yes,No,Yes,Yes,2,United States,California,Sun City,92585,"33.739412, -117.173334",33.739412,-117.173334,"8,692",Q3,Yes,1,55,Offer B,Yes,41.89,Yes,Yes,Fiber Optic,52,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85.5,4713.4,0,0,2303.95,7017.35,4,Stayed,No,0,20,6411,,,Yes
0750-EBAIU,Male,43,No,No,No,No,0,United States,California,Temecula,92590,"33.475493, -117.219551",33.475493,-117.219551,"3,070",Q3,No,0,52,Offer B,Yes,31.31,No,Yes,Fiber Optic,12,Yes,No,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,91.25,4738.3,0,0,1628.12,6366.42,3,Stayed,No,0,29,4770,,,No
3571-DPYUH,Male,30,No,No,Yes,Yes,3,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,1,58,Offer B,Yes,43.75,Yes,Yes,Fiber Optic,69,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,94.7,5430.35,0,0,2537.5,7967.85,4,Stayed,No,0,49,5653,,,Yes
7601-GNDYK,Male,52,No,No,Yes,Yes,3,United States,California,Wildomar,92595,"33.617108, -117.253349",33.617108,-117.253349,"19,368",Q3,Yes,1,35,Offer C,Yes,20.85,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,686.95,0,0,729.75,1416.7,4,Stayed,No,0,20,3764,,,Yes
8067-NIOYM,Female,51,No,No,Yes,Yes,3,United States,California,Irvine,92602,"33.720359, -117.733655",33.720359,-117.733655,"2,762",Q3,Yes,9,24,Offer C,Yes,20.6,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,21.1,490.65,0,0,494.4,985.05,5,Stayed,No,0,46,4368,,,Yes
1403-GYAFU,Male,47,No,No,Yes,Yes,2,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,"27,369",Q3,Yes,5,70,Offer A,Yes,48.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,1360.25,0,0,3399.9,4760.15,3,Stayed,No,0,64,4485,,,Yes
4234-XTNEA,Male,25,Yes,No,No,No,0,United States,California,Irvine,92606,"33.703976, -117.824172",33.703976,-117.824172,"17,621",Q3,No,0,2,,Yes,37.7,No,Yes,Fiber Optic,73,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.95,174.45,0,0,75.4,249.85,5,Joined,No,0,44,5213,,,No
5348-CAGXB,Male,60,No,No,No,No,0,United States,California,Irvine,92614,"33.680302, -117.833296",33.680302,-117.833296,"22,499",Q3,No,0,12,Offer D,Yes,33.36,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.55,1021.75,0,0,400.32,1422.07,4,Stayed,No,0,79,2325,,,No
0621-HJWXJ,Female,54,No,No,Yes,No,0,United States,California,Irvine,92618,"33.667145, -117.732135",33.667145,-117.732135,"6,301",Q3,Yes,1,63,Offer B,Yes,21.15,Yes,Yes,Fiber Optic,24,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.55,5029.05,0,0,1332.45,6361.5,4,Stayed,No,0,41,4980,,,Yes
5844-QVTAT,Female,24,Yes,No,Yes,No,0,United States,California,Irvine,92620,"33.716136, -117.752574",33.716136,-117.752574,"26,419",Q3,Yes,8,33,Offer C,Yes,8.79,No,Yes,Cable,27,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,58.45,1955.4,0,0,290.07,2245.47,4,Stayed,No,0,21,4276,,,Yes
8905-IAZPF,Female,32,No,No,Yes,No,0,United States,California,Capistrano Beach,92624,"33.458754, -117.665104",33.458754,-117.665104,"7,465",Q3,Yes,4,69,,Yes,46.87,No,Yes,Fiber Optic,11,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,95.65,6744.2,0,0,3234.03,9978.23,3,Stayed,No,0,45,5251,,,Yes
5394-MEITZ,Female,26,Yes,No,Yes,No,0,United States,California,Corona Del Mar,92625,"33.600987, -117.862734",33.600987,-117.862734,"13,422",Q3,Yes,5,60,,Yes,14,No,Yes,Cable,42,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.6,4946.7,0,0,840,5786.7,5,Stayed,No,0,52,5667,,,Yes
6859-QNXIQ,Female,43,No,No,Yes,Yes,5,United States,California,Costa Mesa,92626,"33.678591, -117.905471",33.678591,-117.905471,"48,207",Q3,Yes,10,72,,Yes,26.32,Yes,Yes,Fiber Optic,53,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,113.1,8248.5,0,0,1895.04,10143.54,3,Stayed,No,0,23,5308,,,Yes
2782-LFZVW,Female,52,No,No,No,No,0,United States,California,Costa Mesa,92627,"33.645672, -117.922613",33.645672,-117.922613,"62,069",Q3,No,0,11,Offer D,Yes,24.57,Yes,Yes,Cable,10,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,58.95,601.6,0,70,270.27,941.87,4,Stayed,No,0,21,3880,,,No
2866-IKBTM,Female,57,No,No,No,No,0,United States,California,Dana Point,92629,"33.477923, -117.705314",33.477923,-117.705314,"27,730",Q3,No,0,1,,Yes,40.63,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,19.55,0,0,40.63,60.18,4,Joined,No,0,80,3968,,,No
7129-AZJDE,Male,59,No,No,Yes,Yes,1,United States,California,Huntington Beach,92647,"33.723579, -118.005441",33.723579,-118.005441,"58,764",Q3,Yes,1,34,Offer C,Yes,3.54,No,Yes,Fiber Optic,12,No,No,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,78.95,2647.2,0,0,120.36,2767.56,3,Stayed,No,0,43,2074,,,Yes
2560-PPCHE,Female,22,Yes,No,No,No,0,United States,California,Huntington Beach,92649,"33.721917, -118.043237",33.721917,-118.043237,"32,304",Q3,No,0,65,,Yes,26.83,Yes,Yes,Fiber Optic,59,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.05,6744.25,0,0,1743.95,8488.2,5,Stayed,No,0,73,5742,,,No
8138-EALND,Male,35,No,No,No,No,0,United States,California,Laguna Hills,92653,"33.606899, -117.717854",33.606899,-117.717854,"48,273",Q3,No,0,15,,Yes,3.49,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,311.6,0,0,52.35,363.95,5,Stayed,No,0,29,4123,,,No
3580-HYCSP,Male,44,No,No,Yes,Yes,4,United States,California,Midway City,92655,"33.744439, -117.98588",33.744439,-117.98588,"8,660",Q3,Yes,10,72,,Yes,33.01,Yes,Yes,Fiber Optic,51,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.3,7966.9,0,0,2376.72,10343.62,3,Stayed,No,0,73,5780,,,Yes
1352-HNSAW,Female,26,Yes,No,Yes,Yes,3,United States,California,Aliso Viejo,92656,"33.571259, -117.731917",33.571259,-117.731917,"41,237",Q3,Yes,9,72,,Yes,34.69,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,115.6,8220.4,0,140,2497.68,10858.08,3,Stayed,No,0,65,5633,,,Yes
2075-PUEPR,Male,46,No,No,Yes,Yes,2,United States,California,Newport Coast,92657,"33.603282, -117.821841",33.603282,-117.821841,"5,597",Q3,Yes,2,55,,Yes,24.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.35,1153.25,0,0,1358.5,2511.75,3,Stayed,No,0,49,5248,,,Yes
1982-FEBTD,Female,27,Yes,No,Yes,Yes,2,United States,California,Newport Beach,92660,"33.634626, -117.874882",33.634626,-117.874882,"28,687",Q3,Yes,1,23,,Yes,25.54,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.6,514.75,0,0,587.42,1102.17,5,Stayed,No,0,78,5939,,,Yes
5791-KAJFD,Female,58,No,No,Yes,No,0,United States,California,Newport Beach,92662,"33.606336, -117.893042",33.606336,-117.893042,"3,124",Q3,Yes,2,56,,Yes,42.86,Yes,Yes,DSL,8,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,68.75,3808,0,0,2400.16,6208.16,3,Stayed,No,0,64,6198,,,Yes
2654-VBVPB,Female,22,Yes,No,No,No,0,United States,California,Newport Beach,92663,"33.62251, -117.927024",33.62251,-117.927024,"22,133",Q3,No,0,1,,Yes,11.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.9,19.9,0,0,11.83,31.73,5,Joined,No,0,49,2010,,,No
1154-HYWWO,Male,55,No,No,No,No,0,United States,California,San Clemente,92672,"33.429488, -117.609432",33.429488,-117.609432,"34,946",Q3,No,0,38,Offer C,Yes,42.24,No,Yes,DSL,22,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,70.6,2708.2,0,0,1605.12,4313.32,3,Stayed,No,0,67,4993,,,No
2501-XWWTZ,Male,51,No,No,No,No,0,United States,California,San Clemente,92673,"33.4725, -117.584273",33.4725,-117.584273,"15,297",Q3,No,0,11,,Yes,1.01,No,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.2,760.05,0,0,11.11,771.16,5,Stayed,No,0,34,2535,,,No
3716-UVSPD,Male,54,No,No,No,No,0,United States,California,San Juan Capistrano,92675,"33.521447, -117.602555",33.521447,-117.602555,"34,321",Q3,No,0,1,,Yes,14.97,No,Yes,DSL,5,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.3,49.3,0,10,14.97,74.27,3,Joined,No,0,45,4209,,,No
6815-ABQFQ,Male,53,No,No,Yes,No,0,United States,California,Silverado,92676,"33.782346, -117.635263",33.782346,-117.635263,"1,859",Q3,Yes,1,56,,Yes,14.43,Yes,Yes,Fiber Optic,25,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,107.25,6033.3,0,0,808.08,6841.38,3,Stayed,No,0,70,5800,,,Yes
7343-EOBEU,Male,19,Yes,No,Yes,No,0,United States,California,Laguna Niguel,92677,"33.529047, -117.701175",33.529047,-117.701175,"62,103",Q3,Yes,9,3,Offer E,Yes,14.1,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,23.6,89.05,0,0,42.3,131.35,5,Joined,No,0,27,5587,,,Yes
3701-SFMUH,Male,63,No,No,Yes,Yes,3,United States,California,Trabuco Canyon,92679,"33.631119, -117.567346",33.631119,-117.567346,"32,268",Q3,Yes,6,7,Offer E,Yes,5.17,No,Yes,Cable,51,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,69.7,516.15,0,0,36.19,552.34,3,Stayed,No,0,50,4326,,,Yes
6103-LIANB,Male,49,No,No,Yes,Yes,1,United States,California,Westminster,92683,"33.752591, -117.993661",33.752591,-117.993661,"88,230",Q3,Yes,3,59,,Yes,41.09,Yes,Yes,Fiber Optic,16,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,99.5,5861.75,0,0,2424.31,8286.06,4,Stayed,No,0,35,4583,,,Yes
7319-VENRZ,Male,19,Yes,No,No,No,0,United States,California,Rancho Santa Margarita,92688,"33.624654, -117.611733",33.624654,-117.611733,"42,193",Q3,No,0,7,Offer E,Yes,31.84,No,Yes,Cable,58,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,64.3,445.95,0,0,222.88,668.83,4,Stayed,No,0,40,4010,,,No
5846-NEQVZ,Male,19,Yes,No,Yes,No,0,United States,California,Mission Viejo,92691,"33.611945, -117.665867",33.611945,-117.665867,"46,371",Q3,Yes,3,71,,Yes,2.43,No,Yes,Cable,58,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,70.85,4973.4,0,0,172.53,5145.93,4,Stayed,No,0,25,5328,,,Yes
6967-QIQRV,Male,23,Yes,No,Yes,Yes,1,United States,California,Mission Viejo,92692,"33.60693, -117.644253",33.60693,-117.644253,"46,227",Q3,Yes,8,15,,Yes,2.12,No,Yes,Fiber Optic,30,Yes,No,No,Yes,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,101.9,1667.25,0,120,31.8,1819.05,3,Stayed,No,0,28,3707,,,Yes
5781-RFZRP,Male,34,No,No,Yes,No,0,United States,California,Ladera Ranch,92694,"33.569186, -117.640055",33.569186,-117.640055,350,Q3,Yes,7,71,,Yes,34.39,Yes,Yes,DSL,5,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,73.5,5357.75,0,0,2441.69,7799.44,3,Stayed,No,0,31,5431,,,Yes
0308-IVGOK,Female,23,Yes,No,No,No,0,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,"70,011",Q3,No,0,11,,No,0,No,Yes,DSL,59,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,40.4,422.6,0,0,0,422.6,5,Stayed,No,0,62,2133,,,No
7293-LSCDV,Female,32,No,No,Yes,Yes,3,United States,California,Santa Ana,92704,"33.719869, -117.907063",33.719869,-117.907063,"91,188",Q3,Yes,2,60,,Yes,23.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.25,1103.25,0,0,1420.8,2524.05,4,Stayed,No,0,52,6134,,,Yes
5756-JYOJT,Female,55,No,No,No,No,0,United States,California,Santa Ana,92706,"33.765893, -117.881533",33.765893,-117.881533,"37,879",Q3,No,0,11,,Yes,5,No,Yes,Cable,23,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,64.9,697.25,0,0,55,752.25,3,Stayed,No,0,49,3206,,,No
9548-LIGTA,Male,26,Yes,No,Yes,No,0,United States,California,Tustin,92780,"33.735802, -117.818805",33.735802,-117.818805,"55,062",Q3,Yes,2,61,,Yes,20.34,No,Yes,Cable,51,Yes,Yes,No,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,81.05,4747.65,0,0,1240.74,5988.39,3,Stayed,No,0,20,4072,,,Yes
5150-LJNSR,Male,27,Yes,No,Yes,Yes,3,United States,California,Tustin,92782,"33.738543, -117.785046",33.738543,-117.785046,"17,494",Q3,Yes,3,31,Offer C,Yes,36.49,Yes,Yes,Fiber Optic,59,Yes,No,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,98.05,3082.1,0,0,1131.19,4213.29,4,Stayed,No,0,80,4524,,,Yes
8270-RKSAP,Male,30,No,No,No,No,0,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,"60,553",Q3,No,0,9,Offer E,Yes,40.71,No,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.5,597.9,0,0,366.39,964.29,3,Stayed,No,0,37,3198,,,No
2640-LYMOV,Male,59,No,No,No,No,0,United States,California,Anaheim,92804,"33.818, -117.974404",33.818,-117.974404,"81,333",Q3,No,0,2,Offer E,Yes,9.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.65,38.8,0,0,19.22,58.02,4,Joined,No,0,65,3007,,,No
1423-BMPBQ,Female,62,No,No,Yes,Yes,1,United States,California,Anaheim,92808,"33.850452, -117.726668",33.850452,-117.726668,"19,629",Q3,Yes,1,1,Offer E,Yes,28.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19,19,0,0,28.28,47.28,4,Joined,No,0,44,2400,,,Yes
2393-DIVAI,Female,40,No,No,No,No,0,United States,California,Brea,92821,"33.930199, -117.862898",33.930199,-117.862898,"34,055",Q3,No,0,3,Offer E,Yes,15.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20,61.7,0,0,46.11,107.81,3,Joined,No,0,21,5575,,,No
4568-KNYWR,Male,56,No,No,No,No,0,United States,California,Fullerton,92831,"33.879983, -117.895482",33.879983,-117.895482,"34,592",Q3,No,0,52,,Yes,46.24,No,Yes,Cable,10,Yes,Yes,No,No,Yes,No,No,No,Two Year,Yes,Credit Card,63.25,3342.45,0,130,2404.48,5876.93,4,Stayed,No,0,43,6471,,,No
8752-IMQOS,Male,28,Yes,No,Yes,No,0,United States,California,Fullerton,92832,"33.868316, -117.929029",33.868316,-117.929029,"24,502",Q3,Yes,1,5,,Yes,5.2,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,85.1,0,0,26,111.1,3,Stayed,No,0,42,2894,,,Yes
0742-LAFQK,Male,52,No,No,Yes,No,0,United States,California,Fullerton,92833,"33.877639, -117.961212",33.877639,-117.961212,"46,105",Q3,Yes,1,72,,Yes,28.86,Yes,Yes,Fiber Optic,8,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.15,7422.1,0,0,2077.92,9500.02,3,Stayed,No,0,46,5152,,,Yes
0795-LAFGP,Male,25,Yes,No,Yes,No,0,United States,California,Fullerton,92835,"33.902211, -117.914922",33.902211,-117.914922,"21,157",Q3,Yes,1,71,,Yes,3.57,Yes,Yes,DSL,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,90.4,6668.05,0,0,253.47,6921.52,3,Stayed,No,0,40,5633,,,Yes
0619-OLYUR,Male,32,No,No,Yes,No,0,United States,California,Garden Grove,92840,"33.787165, -117.931889",33.787165,-117.931889,"50,641",Q3,Yes,1,72,,Yes,47.83,Yes,Yes,Fiber Optic,27,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,111.9,8071.05,0,0,3443.76,11514.81,3,Stayed,No,0,80,6437,,,Yes
5512-IDZEI,Male,56,No,No,Yes,No,0,United States,California,Garden Grove,92841,"33.786738, -117.982564",33.786738,-117.982564,"31,428",Q3,Yes,1,46,,Yes,18.45,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.9,1174.8,0,0,848.7,2023.5,5,Stayed,No,0,41,2026,,,Yes
0459-SPZHJ,Male,19,Yes,No,Yes,No,0,United States,California,Garden Grove,92843,"33.764018, -117.931507",33.764018,-117.931507,"43,491",Q3,Yes,1,63,,Yes,13.45,Yes,Yes,DSL,69,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,83.5,5435,0,0,847.35,6282.35,4,Stayed,No,0,75,4652,,,Yes
0215-BQKGS,Male,52,No,No,No,No,0,United States,California,Garden Grove,92844,"33.766476, -117.969795",33.766476,-117.969795,"23,481",Q3,No,0,30,Offer C,Yes,24.73,No,Yes,Fiber Optic,20,Yes,Yes,Yes,No,No,No,No,No,Month-to-Month,Yes,Credit Card,84.3,2438.6,0,130,741.9,3310.5,4,Stayed,No,0,66,5393,,,No
9244-ZVAPM,Male,36,No,No,No,No,0,United States,California,Garden Grove,92845,"33.782955, -118.026456",33.782955,-118.026456,"15,878",Q3,No,0,1,,Yes,37.44,No,Yes,DSL,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.6,45.6,0,0,37.44,83.04,3,Joined,No,0,50,2352,,,No
8208-EUMTE,Male,45,No,No,No,No,0,United States,California,Villa Park,92861,"33.817473, -117.810462",33.817473,-117.810462,"5,935",Q3,No,0,16,,No,0,No,Yes,DSL,27,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,54.85,916.15,0,0,0,916.15,4,Stayed,No,0,40,2136,,,No
5172-MIGPM,Male,22,Yes,No,No,No,0,United States,California,Orange,92865,"33.828779, -117.848299",33.828779,-117.848299,"18,058",Q3,No,0,4,,Yes,13.31,Yes,Yes,Cable,59,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,65.55,237.2,0,0,53.24,290.44,4,Stayed,No,0,46,5707,,,No
1710-RCXUS,Male,53,No,No,Yes,No,0,United States,California,Orange,92866,"33.784597, -117.844535",33.784597,-117.844535,"15,396",Q3,No,0,51,,Yes,9.21,Yes,Yes,Fiber Optic,30,No,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,90.35,4614.55,0,0,469.71,5084.26,3,Stayed,No,0,26,4965,,,Yes
0374-FIUCA,Male,59,No,No,Yes,No,0,United States,California,Orange,92867,"33.81859, -117.821288",33.81859,-117.821288,"40,915",Q3,Yes,1,65,,Yes,23.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.4,1414.45,0,0,1524.9,2939.35,3,Stayed,No,0,80,5368,,,Yes
5839-SUYVZ,Male,21,Yes,No,No,No,0,United States,California,Orange,92868,"33.787796, -117.875928",33.787796,-117.875928,"23,172",Q3,No,0,16,,Yes,38.32,No,Yes,Fiber Optic,82,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.55,1170.5,0,0,613.12,1783.62,3,Stayed,No,0,70,2893,,,No
5173-ZXXXL,Male,47,No,No,No,No,0,United States,California,Orange,92869,"33.792791, -117.789749",33.792791,-117.789749,"37,916",Q3,No,0,2,,Yes,31.45,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.95,47.7,0,0,62.9,110.6,4,Joined,No,0,61,3488,,,No
1096-ADRUX,Female,34,No,No,Yes,Yes,1,United States,California,Placentia,92870,"33.881158, -117.854783",33.881158,-117.854783,"48,170",Q3,Yes,1,66,,Yes,37.84,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,74.25,4859.25,0,0,2497.44,7356.69,3,Stayed,No,0,45,4395,,,Yes
2001-MCUUW,Male,51,No,No,No,No,0,United States,California,Corona,92879,"33.893823, -117.531446",33.893823,-117.531446,"44,875",Q3,No,0,46,,Yes,37.5,Yes,Yes,Fiber Optic,22,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,108.65,4903.2,0,0,1725,6628.2,4,Stayed,No,0,25,4210,,,No
2731-GJRDG,Female,55,No,No,No,No,0,United States,California,Corona,92880,"33.918043, -117.617809",33.918043,-117.617809,"16,998",Q3,No,0,32,,Yes,4.61,Yes,Yes,Fiber Optic,12,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.55,3608,0,0,147.52,3755.52,3,Stayed,No,0,72,5076,,,No
4723-BEGSG,Male,35,No,No,Yes,No,0,United States,California,Corona,92881,"33.833686, -117.513063",33.833686,-117.513063,"21,911",Q3,Yes,1,72,,Yes,12.12,Yes,Yes,Cable,23,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,86.65,6094.25,3.2,0,872.64,6963.69,3,Stayed,No,0,61,5483,,,Yes
6516-NKQBO,Male,28,Yes,No,Yes,No,0,United States,California,Corona,92882,"33.819385, -117.600213",33.819385,-117.600213,"60,294",Q3,Yes,1,38,,Yes,22.05,No,Yes,Cable,73,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,81,3084.9,0,0,837.9,3922.8,4,Stayed,No,0,75,3067,,,Yes
8672-OAUPW,Male,48,No,No,No,No,0,United States,California,Corona,92883,"33.762351, -117.488725",33.762351,-117.488725,"13,188",Q3,No,0,51,,Yes,36.59,No,Yes,DSL,20,No,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,47.85,2356.75,18.39,0,1866.09,4204.45,4,Stayed,No,0,56,4138,,,No
8207-DMRVL,Male,47,No,No,Yes,Yes,3,United States,California,Yorba Linda,92886,"33.897253, -117.792202",33.897253,-117.792202,"39,458",Q3,Yes,1,72,,Yes,21.89,Yes,Yes,Fiber Optic,58,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,114.55,8306.05,21.6,40,1576.08,9900.53,3,Stayed,No,0,51,6158,,,Yes
2804-ETQDK,Male,57,No,No,No,Yes,2,United States,California,Ventura,93004,"34.278697, -119.167798",34.278697,-119.167798,"27,381",Q3,No,0,66,,Yes,20.63,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.55,1357.1,17.14,0,1361.58,2701.54,4,Stayed,No,0,74,4101,,,No
7138-GIRSH,Male,63,No,No,No,No,0,United States,California,Camarillo,93012,"34.205504, -118.993111",34.205504,-118.993111,"24,945",Q3,No,0,50,,Yes,27.04,Yes,Yes,DSL,2,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,69.5,3418.2,5.73,0,1352,4764.47,5,Stayed,No,0,76,4145,,,No
9396-ZSFLL,Female,64,No,No,No,No,0,United States,California,Carpinteria,93013,"34.441398, -119.513163",34.441398,-119.513163,"17,409",Q3,No,0,15,,Yes,13.58,Yes,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,48.85,631.4,32.09,0,203.7,803.01,4,Stayed,No,0,78,3762,,,No
6464-KEXXH,Male,55,No,No,No,No,0,United States,California,Fillmore,93015,"34.408161, -118.865111",34.408161,-118.865111,"16,013",Q3,No,0,8,,No,0,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,25.25,186.3,0,0,0,186.3,3,Stayed,No,0,33,2372,,,No
5240-CAOYT,Female,30,No,No,No,No,0,United States,California,Oak View,93022,"34.404544, -119.302118",34.404544,-119.302118,"6,503",Q3,No,0,57,,Yes,28.27,Yes,Yes,Fiber Optic,41,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87.55,4884.85,1.83,0,1611.39,6494.41,3,Stayed,No,0,43,4882,,,No
4059-IIEBK,Female,51,No,No,No,No,0,United States,California,Ojai,93023,"34.581308, -118.931948",34.581308,-118.931948,"21,633",Q3,No,0,7,,Yes,40.76,Yes,Yes,Fiber Optic,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.55,522.95,47.19,0,285.32,761.08,3,Stayed,No,0,61,4025,,,No
0516-UXRMT,Female,27,Yes,No,No,No,0,United States,California,Oxnard,93033,"34.156629, -119.117218",34.156629,-119.117218,"77,791",Q3,No,0,62,,Yes,23.88,Yes,Yes,Fiber Optic,47,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,92.05,5755.8,14.21,0,1480.56,7222.15,3,Stayed,No,0,71,5801,,,No
4851-BQDNX,Male,56,No,No,Yes,Yes,1,United States,California,Oxnard,93035,"34.18454, -119.224666",34.18454,-119.224666,"25,322",Q3,Yes,5,40,,Yes,14.41,No,Yes,Fiber Optic,22,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,85.05,3355.65,38.15,0,576.4,3893.9,4,Stayed,No,0,50,5904,,,Yes
5148-HKFIR,Female,49,No,No,No,No,0,United States,California,Piru,93040,"34.432843, -118.730106",34.432843,-118.730106,"1,459",Q3,No,0,20,,Yes,15.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,406.95,0,0,317.4,724.35,5,Stayed,No,0,76,4404,,,No
3003-CMDUU,Female,22,Yes,No,Yes,No,0,United States,California,Santa Paula,93060,"34.402343, -119.094824",34.402343,-119.094824,"32,511",Q3,No,0,25,,Yes,29.81,No,Yes,Fiber Optic,52,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,95.15,2395.7,0,80,745.25,3220.95,3,Stayed,No,0,52,3273,,,Yes
5016-IBERQ,Male,28,Yes,No,Yes,No,0,United States,California,Simi Valley,93063,"34.296813, -118.685703",34.296813,-118.685703,"49,027",Q3,Yes,1,23,,Yes,18.05,Yes,Yes,Fiber Optic,51,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,84.25,1968.1,8.3,0,415.15,2374.95,4,Stayed,No,0,33,2781,,,Yes
9931-KGHOA,Female,48,No,No,Yes,No,0,United States,California,Santa Barbara,93103,"34.438581, -119.685368",34.438581,-119.685368,"20,893",Q3,Yes,9,46,,Yes,13.05,Yes,Yes,DSL,15,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55,2473.95,31.39,0,600.3,3042.86,3,Stayed,No,0,40,5928,,,Yes
1775-KWJKQ,Male,41,No,No,Yes,No,0,United States,California,Santa Barbara,93105,"34.037342, -119.80079",34.037342,-119.80079,"25,771",Q3,Yes,5,72,,Yes,26.96,Yes,Yes,DSL,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.85,6562.9,12.55,0,1941.12,8491.47,4,Stayed,No,0,50,6046,,,Yes
7665-VIGUD,Male,40,No,No,No,No,0,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,"12,741",Q3,No,0,10,,Yes,17.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.35,176.3,0,0,174,350.3,5,Stayed,No,0,38,4745,,,No
9411-TPQQV,Female,31,No,No,No,No,0,United States,California,Santa Barbara,93109,"34.406256, -119.726936",34.406256,-119.726936,"10,986",Q3,No,0,40,Offer B,No,0,No,Yes,DSL,28,Yes,No,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,54.55,2236.2,11.48,40,0,2264.72,3,Stayed,No,0,74,3533,,,No
7954-MLBUN,Male,41,No,No,No,No,0,United States,California,Santa Barbara,93111,"34.460197, -119.802602",34.460197,-119.802602,"16,477",Q3,No,0,31,,Yes,10.05,No,Yes,Fiber Optic,14,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,99.45,3109.9,43.38,0,311.55,3378.07,5,Stayed,No,0,64,2021,,,No
2077-DDHJK,Female,48,No,No,Yes,No,0,United States,California,Goleta,93117,"34.489983, -120.091246",34.489983,-120.091246,"49,975",Q3,Yes,2,68,,Yes,27.41,Yes,Yes,DSL,9,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,70.9,4911.35,49.37,0,1863.88,6725.86,4,Stayed,No,0,50,4114,,,Yes
9574-BOSMD,Male,50,No,No,Yes,Yes,2,United States,California,Arvin,93203,"35.116307, -118.817644",35.116307,-118.817644,"16,206",Q3,Yes,10,68,,Yes,19.09,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.4,1620.2,9.34,0,1298.12,2908.98,4,Stayed,No,0,72,5668,,,Yes
8404-VLQFB,Female,21,Yes,No,Yes,Yes,1,United States,California,California Hot Springs,93207,"35.865795, -118.69759",35.865795,-118.69759,226,Q3,Yes,1,15,,Yes,29.55,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.25,394.85,0,0,443.25,838.1,3,Stayed,No,0,59,4667,,,Yes
2391-IPLOP,Male,25,Yes,No,Yes,No,0,United States,California,Corcoran,93212,"36.04533, -119.532424",36.04533,-119.532424,"23,506",Q3,Yes,6,50,Offer B,Yes,14.32,Yes,Yes,Cable,58,No,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,69.65,3442.15,0,0,716,4158.15,4,Stayed,No,0,27,4706,,,Yes
5845-BZZIB,Male,37,No,No,Yes,Yes,3,United States,California,Frazier Park,93222,"34.907911, -119.234281",34.907911,-119.234281,"1,526",Q3,Yes,7,35,,Yes,11.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.1,655.3,38.61,0,411.25,1027.94,3,Stayed,No,0,65,4517,,,Yes
1140-UKVZG,Female,64,No,No,No,No,0,United States,California,Farmersville,93223,"36.29878, -119.201028",36.29878,-119.201028,"8,644",Q3,No,0,17,Offer D,Yes,9.84,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.8,475.25,37.06,0,167.28,605.47,5,Stayed,No,0,66,5208,,,No
5183-SNMJQ,Male,32,No,No,No,No,0,United States,California,Frazier Park,93225,"34.827662, -118.999073",34.827662,-118.999073,"4,498",Q3,No,0,10,Offer D,Yes,45.69,No,Yes,Fiber Optic,11,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.1,865.1,43.25,0,456.9,1278.75,3,Stayed,No,0,33,5787,,,No
8100-PNJMH,Male,39,No,No,Yes,No,0,United States,California,Glennville,93226,"35.735694, -118.738483",35.735694,-118.738483,296,Q3,Yes,2,68,,Yes,41.61,Yes,Yes,Cable,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,88.85,6132.7,0,0,2829.48,8962.18,4,Stayed,No,0,42,5228,,,Yes
7838-LAZFO,Male,38,No,No,Yes,No,0,United States,California,Hanford,93230,"36.29223, -119.622676",36.29223,-119.622676,"53,204",Q3,Yes,6,45,Offer B,Yes,9.91,No,Yes,Cable,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,78.8,3597.5,23.28,0,445.95,4020.17,4,Stayed,No,0,37,4192,,,Yes
2085-JVGAD,Male,56,No,No,Yes,No,0,United States,California,Ivanhoe,93235,"36.385818, -119.224243",36.385818,-119.224243,"4,517",Q3,Yes,3,37,,Yes,2.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.35,697.65,45.07,0,79.55,732.13,4,Stayed,No,0,24,3078,,,Yes
8095-WANWK,Female,46,No,No,No,No,0,United States,California,Kettleman City,93239,"35.996923, -120.000951",35.996923,-120.000951,"1,809",Q3,No,0,10,Offer D,Yes,3.55,No,Yes,DSL,29,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,45.25,428.7,44.9,0,35.5,419.3,5,Stayed,No,0,38,5369,,,No
3030-ZKIWL,Male,23,Yes,No,No,No,0,United States,California,Lake Isabella,93240,"35.607875, -118.466318",35.607875,-118.466318,"5,564",Q3,No,0,1,,Yes,18.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,20.05,0,0,18.15,38.2,5,Joined,No,0,21,2798,,,No
9565-FLVCG,Male,40,No,No,Yes,No,0,United States,California,Lamont,93241,"35.245035, -118.905553",35.245035,-118.905553,"15,364",Q3,Yes,10,65,Offer B,Yes,17.43,Yes,Yes,DSL,30,Yes,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Mailed Check,69.55,4459.15,23.61,0,1132.95,5568.49,3,Stayed,No,0,74,5420,,,Yes
8755-OGKNA,Female,33,No,No,Yes,Yes,3,United States,California,Laton,93242,"36.444232, -119.718285",36.444232,-119.718285,"2,900",Q3,Yes,5,57,Offer B,Yes,42.14,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.5,1167.6,19.89,0,2401.98,3549.69,3,Stayed,No,0,45,5864,,,Yes
2800-VEQXM,Female,48,No,No,No,No,0,United States,California,Lebec,93243,"34.845861, -118.885163",34.845861,-118.885163,"1,247",Q3,No,0,3,,Yes,12.5,No,Yes,Fiber Optic,4,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,74.75,238.1,38.84,0,37.5,236.76,3,Joined,No,0,21,3319,,,No
5533-RJFTJ,Male,22,Yes,No,No,No,0,United States,California,Lemoore,93245,"36.303666, -119.825657",36.303666,-119.825657,"30,419",Q3,No,0,49,Offer B,No,0,No,Yes,Cable,58,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.2,1453.1,0,0,0,1453.1,4,Stayed,No,0,42,5214,,,No
0214-JHPFW,Female,22,Yes,No,Yes,No,0,United States,California,Lost Hills,93249,"35.637715, -119.893068",35.637715,-119.893068,"2,502",Q3,Yes,9,70,,No,0,No,Yes,Cable,85,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,57.8,4039.3,1.01,0,0,4038.29,4,Stayed,No,0,42,5640,,,Yes
5642-MHDQT,Female,60,No,No,Yes,No,0,United States,California,Mc Farland,93250,"35.666886, -119.186717",35.666886,-119.186717,"10,781",Q3,Yes,6,53,Offer B,Yes,11.35,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.85,1039.45,14.67,0,601.55,1626.33,3,Stayed,No,0,42,4836,,,Yes
3088-FVYWK,Male,37,No,No,Yes,Yes,3,United States,California,Mc Kittrick,93251,"35.38381, -119.730885",35.38381,-119.730885,302,Q3,Yes,3,53,Offer B,Yes,33.31,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.55,1336.1,37.37,0,1765.43,3064.16,3,Stayed,No,0,46,5794,,,Yes
9092-GDZKO,Male,49,No,No,No,No,0,United States,California,New Cuyama,93254,"34.956577, -119.750142",34.956577,-119.750142,798,Q3,No,0,22,Offer D,Yes,22.97,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,24.85,493.4,21.32,0,505.34,977.42,4,Stayed,No,0,51,3534,,,No
2324-AALNO,Female,63,No,No,No,No,0,United States,California,Porterville,93257,"36.008958, -118.891593",36.008958,-118.891593,"65,566",Q3,No,0,48,Offer B,Yes,23.76,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.55,1203.95,36.04,0,1140.48,2308.39,5,Stayed,No,0,41,5517,,,No
5760-IFJOZ,Male,57,No,No,No,No,0,United States,California,Richgrove,93261,"35.809921, -119.127437",35.809921,-119.127437,"2,956",Q3,No,0,3,,Yes,47.5,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,107.95,313.6,0,0,142.5,456.1,4,Joined,No,0,77,3449,,,No
2826-UWHIS,Male,64,No,No,Yes,No,0,United States,California,Sequoia National Park,93262,"36.527243, -118.594938",36.527243,-118.594938,56,Q3,Yes,4,45,Offer B,Yes,1.59,Yes,Yes,Fiber Optic,19,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,81.4,3775.85,0,0,71.55,3847.4,5,Stayed,No,0,55,5602,,,Yes
7501-IWUNG,Female,57,No,No,Yes,No,0,United States,California,Springville,93265,"36.245926, -118.693138",36.245926,-118.693138,"3,546",Q3,Yes,9,61,Offer B,Yes,1.27,No,Yes,DSL,24,No,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,73.8,4616.05,49.51,30,77.47,4674.01,4,Stayed,No,0,58,6301,,,Yes
4957-TREIR,Male,37,No,No,No,No,0,United States,California,Stratford,93266,"36.175255, -119.813805",36.175255,-119.813805,"1,729",Q3,No,0,3,,Yes,38.05,No,Yes,DSL,7,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,64.4,195.65,0,0,114.15,309.8,4,Joined,No,0,20,5645,,,No
8040-MNRTF,Female,47,No,No,No,No,0,United States,California,Taft,93268,"35.184837, -119.402525",35.184837,-119.402525,"14,937",Q3,No,0,1,,Yes,37.51,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,71.1,71.1,0,0,37.51,108.61,5,Joined,No,0,64,3029,,,No
1536-HBSWP,Female,33,No,No,No,No,0,United States,California,Terra Bella,93270,"35.939068, -119.043666",35.939068,-119.043666,"5,868",Q3,No,0,1,,Yes,14.93,No,Yes,DSL,4,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.9,49.9,0,0,14.93,64.83,3,Joined,No,0,56,4667,,,No
5313-FPXWG,Male,58,No,No,No,No,0,United States,California,Three Rivers,93271,"36.413433, -118.854708",36.413433,-118.854708,"2,318",Q3,No,0,51,Offer B,Yes,34.36,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.6,1266.4,47.91,0,1752.36,2970.85,5,Stayed,No,0,75,4886,,,No
0946-FKYTX,Male,42,No,No,No,No,0,United States,California,Tulare,93274,"36.185471, -119.375243",36.185471,-119.375243,"56,101",Q3,No,0,52,Offer B,No,0,No,Yes,Cable,14,No,Yes,No,No,No,No,No,Yes,One Year,No,Mailed Check,30.1,1623.4,11.72,0,0,1611.68,3,Stayed,No,0,51,6290,,,No
5076-YVXCM,Male,55,No,No,No,No,0,United States,California,Tupman,93276,"35.316263, -119.402559",35.316263,-119.402559,236,Q3,No,0,51,Offer B,Yes,45.92,Yes,Yes,Fiber Optic,12,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,83.4,4149.45,29.76,30,2341.92,6491.61,5,Stayed,No,0,65,4191,,,No
8262-COGGB,Male,53,No,No,No,No,0,United States,California,Visalia,93277,"36.303793, -119.375646",36.303793,-119.375646,"44,741",Q3,No,0,1,,Yes,11.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.45,20.45,0,0,11.61,32.06,3,Joined,No,0,48,5384,,,No
6663-JOCQO,Male,55,No,No,Yes,No,0,United States,California,Wasco,93280,"35.652242, -119.4464",35.652242,-119.4464,"22,760",Q3,Yes,7,31,,Yes,29.06,Yes,Yes,DSL,22,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,75.25,2344.5,1.99,0,900.86,3243.37,3,Stayed,No,0,43,4258,,,Yes
9620-QJREV,Male,62,No,No,No,No,0,United States,California,Weldon,93283,"35.55647, -118.244914",35.55647,-118.244914,"1,935",Q3,No,0,47,Offer B,Yes,42.25,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.55,1013.05,0,0,1985.75,2998.8,5,Stayed,No,0,56,3313,,,No
2480-JZOSN,Female,64,No,No,Yes,No,0,United States,California,Woody,93287,"35.710244, -118.881679",35.710244,-118.881679,88,Q3,Yes,8,1,,Yes,35.24,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.65,20.65,0,0,35.24,55.89,4,Joined,No,0,59,4517,,,Yes
0078-XZMHT,Male,19,Yes,No,Yes,No,0,United States,California,Visalia,93291,"36.391777, -119.372842",36.391777,-119.372842,"36,718",Q3,Yes,5,72,,Yes,32.36,Yes,Yes,DSL,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,85.15,6316.2,0,0,2329.92,8646.12,3,Stayed,No,0,76,6322,,,Yes
8338-QIUNR,Male,23,Yes,No,Yes,No,0,United States,California,Bakersfield,93304,"35.339796, -119.023552",35.339796,-119.023552,"44,588",Q3,Yes,8,72,,Yes,6.09,Yes,Yes,DSL,41,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,66.5,4811.6,45.61,0,438.48,5204.47,3,Stayed,No,0,49,4397,,,Yes
1525-LNLOJ,Male,34,No,No,Yes,No,0,United States,California,Bakersfield,93305,"35.391733, -118.984109",35.391733,-118.984109,"35,643",Q3,Yes,5,66,,Yes,32.04,Yes,Yes,DSL,19,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,63.3,4189.7,40.62,0,2114.64,6263.72,5,Stayed,No,0,60,4186,,,Yes
9450-TRJUU,Male,52,No,No,No,No,0,United States,California,Bakersfield,93306,"35.449881, -118.841442",35.449881,-118.841442,"53,481",Q3,No,0,35,,Yes,41.21,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,83.15,2848.45,18.84,0,1442.35,4271.96,4,Stayed,No,0,65,2332,,,No
1766-GKNMI,Male,56,No,No,No,No,0,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,"59,195",Q3,No,0,29,,Yes,9.49,Yes,Yes,Fiber Optic,21,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.9,2516.2,47.04,0,275.21,2744.37,3,Stayed,No,0,69,4388,,,No
6942-LBFDP,Female,30,No,No,No,No,0,United States,California,Bakersfield,93308,"35.559617, -118.925185",35.559617,-118.925185,"44,915",Q3,No,0,2,,Yes,16.7,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.55,33.6,0,0,33.4,67,3,Joined,No,0,25,5629,,,No
1456-TWCGB,Male,34,No,No,No,No,0,United States,California,Bakersfield,93309,"35.342891, -119.064803",35.342891,-119.064803,"58,632",Q3,No,0,4,,Yes,38.01,No,Yes,Cable,5,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,49.25,208.45,0,0,152.04,360.49,3,Stayed,No,0,37,3272,,,No
7596-ZYWBB,Female,19,Yes,No,No,No,0,United States,California,Bakersfield,93312,"35.392599, -119.245341",35.392599,-119.245341,"40,836",Q3,No,0,65,Offer B,Yes,43.29,No,Yes,DSL,76,Yes,Yes,No,Yes,No,No,No,No,Two Year,Yes,Mailed Check,59.6,3739.8,0,120,2813.85,6673.65,4,Stayed,No,0,75,4372,,,No
3014-WJKSM,Male,26,Yes,No,Yes,No,0,United States,California,San Luis Obispo,93401,"35.233745, -120.626442",35.233745,-120.626442,"27,047",Q3,Yes,10,29,,Yes,3.35,No,Yes,Fiber Optic,59,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.3,2263.4,0,0,97.15,2360.55,4,Stayed,No,0,40,4910,,,Yes
3347-YJZZE,Male,60,No,No,Yes,Yes,2,United States,California,Los Osos,93402,"35.279984, -120.824288",35.279984,-120.824288,"14,859",Q3,Yes,6,29,,Yes,6.73,Yes,Yes,DSL,27,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,80.1,2211.8,0,0,195.17,2406.97,4,Stayed,No,0,70,4558,,,Yes
7929-DMBCV,Female,45,No,No,Yes,No,0,United States,California,Arroyo Grande,93420,"35.176236, -120.483243",35.176236,-120.483243,"24,499",Q3,Yes,6,20,Offer D,Yes,11.39,No,Yes,Fiber Optic,21,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,81,1683.7,0,0,227.8,1911.5,3,Stayed,No,0,22,4741,,,Yes
9661-JALZV,Female,23,Yes,No,No,No,0,United States,California,Atascadero,93422,"35.453912, -120.69461",35.453912,-120.69461,"29,539",Q3,No,0,58,Offer B,Yes,47.9,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.7,1519,0,0,2778.2,4297.2,4,Stayed,No,0,54,5138,,,No
5433-KYGHE,Female,53,No,No,No,Yes,1,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,812,Q3,No,0,14,Offer D,Yes,47.72,Yes,Yes,Fiber Optic,22,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,86,1164.05,0,0,668.08,1832.13,3,Stayed,No,0,33,5494,,,No
4312-KFRXN,Male,61,No,No,Yes,No,0,United States,California,Bradley,93426,"35.842889, -121.004862",35.842889,-121.004862,"1,363",Q3,Yes,2,72,Offer A,Yes,34.29,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.4,1710.9,0,0,2468.88,4179.78,3,Stayed,No,0,30,5512,,,Yes
5575-TPIZQ,Male,21,Yes,No,No,No,0,United States,California,Buellton,93427,"34.631362, -120.238218",34.631362,-120.238218,"4,644",Q3,No,0,46,Offer B,Yes,37.75,Yes,Yes,Fiber Optic,73,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,89.15,4245.55,0,0,1736.5,5982.05,3,Stayed,No,0,43,5593,,,No
0114-IGABW,Female,40,No,No,Yes,No,0,United States,California,Cambria,93428,"35.591387, -121.032256",35.591387,-121.032256,"6,526",Q3,Yes,2,71,Offer A,No,0,No,Yes,Cable,29,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,58.25,4145.9,0,0,0,4145.9,5,Stayed,No,0,76,5224,,,Yes
9944-AEXBM,Male,51,No,No,No,No,0,United States,California,Casmalia,93429,"34.866032, -120.536546",34.866032,-120.536546,210,Q3,No,0,32,,Yes,37.04,Yes,Yes,Fiber Optic,28,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.65,2664.3,0,0,1185.28,3849.58,3,Stayed,No,0,26,2383,,,No
1853-ARAAQ,Female,47,No,No,No,No,0,United States,California,Cayucos,93430,"35.511833, -120.918713",35.511833,-120.918713,"3,220",Q3,No,0,26,,No,0,No,Yes,DSL,7,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,50.35,1277.5,0,0,0,1277.5,5,Stayed,No,0,48,2510,,,No
4697-LUPSU,Male,22,Yes,No,Yes,No,0,United States,California,Grover Beach,93433,"35.120833, -120.61843",35.120833,-120.61843,"13,106",Q3,Yes,6,2,,Yes,38.41,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.2,34.75,0,0,76.82,111.57,3,Joined,No,0,44,3866,,,Yes
8434-VGEQQ,Male,24,Yes,No,Yes,No,0,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,"5,726",Q3,No,0,61,Offer B,Yes,46.76,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.55,1305.95,0,0,2852.36,4158.31,4,Stayed,No,0,36,4446,,,Yes
4950-HKQTE,Female,47,No,No,No,No,0,United States,California,Morro Bay,93442,"35.369553, -120.763864",35.369553,-120.763864,"10,909",Q3,No,0,22,Offer D,Yes,5.28,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26.25,605.9,0,0,116.16,722.06,4,Stayed,No,0,64,5676,,,No
6786-OBWQR,Female,20,Yes,No,Yes,Yes,2,United States,California,Nipomo,93444,"35.050345, -120.489599",35.050345,-120.489599,"15,405",Q3,Yes,8,5,,Yes,47.91,No,Yes,Fiber Optic,73,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.85,356.1,0,0,239.55,595.65,5,Stayed,No,0,69,5109,,,Yes
2753-JMMCV,Male,41,No,No,No,No,0,United States,California,Paso Robles,93446,"35.634222, -120.728341",35.634222,-120.728341,"35,586",Q3,No,0,65,Offer B,Yes,22.23,Yes,Yes,DSL,18,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,74.2,4805.65,0,0,1444.95,6250.6,3,Stayed,No,0,39,4774,,,No
6621-YOBKI,Male,46,No,No,No,No,0,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,670,Q3,No,0,5,,Yes,31.78,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,92.75,0,0,158.9,251.65,4,Stayed,No,0,76,2303,,,No
1216-JWVUX,Male,51,No,No,Yes,Yes,3,United States,California,San Miguel,93451,"35.886767, -120.608661",35.886767,-120.608661,"2,666",Q3,Yes,4,25,,Yes,4.46,No,Yes,Fiber Optic,58,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.5,1901.05,0,0,111.5,2012.55,3,Stayed,No,0,33,5985,,,Yes
7564-GHCVB,Female,27,Yes,No,Yes,No,0,United States,California,San Simeon,93452,"35.746484, -121.223355",35.746484,-121.223355,471,Q3,Yes,5,72,Offer A,Yes,7.29,Yes,Yes,Fiber Optic,53,Yes,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,79.05,5730.7,0,80,524.88,6335.58,3,Stayed,No,0,40,4689,,,Yes
1173-NOEYG,Female,25,Yes,No,Yes,No,0,United States,California,Santa Margarita,93453,"35.303926, -120.256567",35.303926,-120.256567,"2,687",Q3,Yes,1,27,,Yes,18.74,Yes,Yes,Fiber Optic,59,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,90.15,2423.4,0,0,505.98,2929.38,4,Stayed,No,0,67,5750,,,Yes
7595-EHCDL,Male,48,No,No,Yes,Yes,2,United States,California,Santa Maria,93454,"34.943523, -120.256729",34.943523,-120.256729,"30,540",Q3,Yes,10,32,,No,0,No,Yes,DSL,19,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,50.6,1653.45,0,0,0,1653.45,3,Stayed,No,0,40,3087,,,Yes
6647-ZEDXT,Female,19,Yes,No,No,No,0,United States,California,Santa Maria,93455,"34.818227, -120.418784",34.818227,-120.418784,"37,364",Q3,No,0,30,,Yes,13.16,Yes,Yes,Fiber Optic,27,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,110.45,3327.05,0,0,394.8,3721.85,4,Stayed,No,0,45,4983,,,No
2521-NPUZR,Male,26,Yes,No,Yes,No,0,United States,California,Santa Maria,93458,"34.95934, -120.490081",34.95934,-120.490081,"43,684",Q3,Yes,9,70,Offer A,Yes,41.05,No,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,101,7085.5,0,0,2873.5,9959,3,Stayed,No,0,48,5025,,,Yes
4381-MHQDC,Female,38,No,No,No,No,0,United States,California,Solvang,93463,"34.624399, -120.137875",34.624399,-120.137875,"7,958",Q3,No,0,47,Offer B,Yes,35.75,Yes,Yes,DSL,13,Yes,No,Yes,Yes,No,No,No,No,Two Year,Yes,Credit Card,65,2879.9,0,0,1680.25,4560.15,3,Stayed,No,0,40,3286,,,No
6923-JHPMP,Female,35,No,No,No,No,0,United States,California,Templeton,93465,"35.536115, -120.739231",35.536115,-120.739231,"7,918",Q3,No,0,2,,Yes,35.41,No,Yes,Fiber Optic,25,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.45,137.1,0,0,70.82,207.92,4,Joined,No,0,67,5602,,,No
4018-PPNDW,Female,23,Yes,No,Yes,No,0,United States,California,California City,93505,"35.151491, -117.927597",35.151491,-117.927597,"8,316",Q3,Yes,9,61,Offer B,Yes,13.35,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.1,1551.6,0,0,814.35,2365.95,4,Stayed,No,0,21,5970,,,Yes
1635-FJFCC,Female,46,No,No,No,No,0,United States,California,Acton,93510,"34.501452, -118.207862",34.501452,-118.207862,"7,831",Q3,No,0,5,,Yes,10.99,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.05,202.15,0,0,54.95,257.1,5,Stayed,No,0,74,5846,,,No
6425-JWTDV,Male,43,No,No,Yes,No,0,United States,California,Boron,93516,"34.95703, -117.73045",34.95703,-117.73045,"2,241",Q3,Yes,5,48,Offer B,Yes,15.95,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.25,855.1,0,0,765.6,1620.7,4,Stayed,No,0,46,2282,,,Yes
8405-IGQFX,Female,41,No,No,No,No,0,United States,California,Bridgeport,93517,"38.184583, -119.286558",38.184583,-119.286558,826,Q3,No,0,63,Offer B,Yes,40.34,No,Yes,Fiber Optic,8,No,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,90.05,5817,0,0,2541.42,8358.42,3,Stayed,No,0,45,4039,,,No
8224-IVVPA,Female,35,No,No,No,No,0,United States,California,Caliente,93518,"35.358953, -118.527064",35.358953,-118.527064,"1,022",Q3,No,0,27,,Yes,25.21,No,Yes,DSL,9,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,56.7,1652.95,0,0,680.67,2333.62,3,Stayed,No,0,79,4472,,,No
9477-LGWQI,Male,28,Yes,No,Yes,No,0,United States,California,Darwin,93522,"36.319181, -117.593053",36.319181,-117.593053,64,Q3,Yes,10,70,Offer A,Yes,24.08,No,Yes,DSL,46,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,80.15,5600.15,0,0,1685.6,7285.75,3,Stayed,No,0,70,5715,,,Yes
1410-RSCMR,Male,47,No,No,Yes,Yes,2,United States,California,Edwards,93523,"34.966777, -117.961179",34.966777,-117.961179,"7,685",Q3,Yes,3,7,,Yes,49.98,No,Yes,Cable,25,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,71.35,515.75,0,0,349.86,865.61,3,Stayed,No,0,30,3459,,,Yes
3115-CZMZD,Male,24,Yes,No,No,No,0,United States,California,Independence,93526,"36.869584, -118.189241",36.869584,-118.189241,734,Q3,No,0,10,,Yes,13.16,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.25,202.5,0,0,131.6,334.1,4,Stayed,No,0,68,5504,,,No
0139-IVFJG,Female,19,Yes,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,10,2,,Yes,4.65,No,Yes,Fiber Optic,53,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,90.35,190.5,0,0,9.3,199.8,3,Joined,No,0,29,5361,,,Yes
5730-DBDSI,Male,50,No,No,No,No,0,United States,California,June Lake,93529,"37.730269, -119.055813",37.730269,-119.055813,618,Q3,No,0,66,Offer A,Yes,45.54,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.7,1253.8,0,0,3005.64,4259.44,3,Stayed,No,0,36,4601,,,No
0030-FNXPP,Female,22,Yes,No,No,No,0,United States,California,Keeler,93530,"36.560498, -117.962461",36.560498,-117.962461,71,Q3,No,0,3,,Yes,3.12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,57.2,0,0,9.36,66.56,4,Joined,No,0,59,5634,,,No
5684-FJVYR,Female,41,No,No,Yes,No,0,United States,California,Lake Hughes,93532,"34.659579, -118.584212",34.659579,-118.584212,"2,771",Q3,Yes,9,72,Offer A,Yes,9.6,Yes,Yes,Fiber Optic,25,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,90.35,6563.4,0,0,691.2,7254.6,3,Stayed,No,0,49,5794,,,Yes
4013-GUXND,Male,37,No,No,No,No,0,United States,California,Lancaster,93534,"34.727529, -118.153098",34.727529,-118.153098,"35,109",Q3,No,0,1,Offer E,Yes,48.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.8,20.8,0,0,48.14,68.94,4,Joined,No,0,38,3678,,,No
1266-NZYUI,Female,56,No,No,Yes,No,0,United States,California,Lee Vining,93541,"37.890145, -119.184087",37.890145,-119.184087,504,Q3,Yes,6,72,Offer A,Yes,14.65,Yes,Yes,DSL,20,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,66.85,4758.8,0,0,1054.8,5813.6,3,Stayed,No,0,32,6264,,,Yes
7969-FFOWG,Male,30,No,No,Yes,No,0,United States,California,Littlerock,93543,"34.505273, -117.955054",34.505273,-117.955054,"11,198",Q3,Yes,2,65,Offer B,Yes,18.07,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.9,1292.6,0,0,1174.55,2467.15,4,Stayed,No,0,34,6312,,,Yes
4718-DHSMV,Female,22,Yes,No,No,No,0,United States,California,Llano,93544,"34.500091, -117.765862",34.500091,-117.765862,"1,220",Q3,No,0,11,Offer D,No,0,No,Yes,DSL,52,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,35.8,363.15,0,0,0,363.15,5,Stayed,No,0,44,2534,,,No
5175-WLYXL,Male,56,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,22,Offer D,Yes,30.35,Yes,Yes,Fiber Optic,10,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,78.85,1600.25,0,50,667.7,2317.95,5,Stayed,No,0,75,2444,,,No
7817-OMJNA,Male,23,Yes,No,No,No,0,United States,California,Mammoth Lakes,93546,"37.550074, -118.837167",37.550074,-118.837167,"8,217",Q3,No,0,14,Offer D,Yes,36.42,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.4,275.7,0,0,509.88,785.58,5,Stayed,No,0,50,5068,,,No
8728-SKJLR,Male,45,No,No,No,No,0,United States,California,Olancha,93549,"36.296851, -117.865469",36.296851,-117.865469,318,Q3,No,0,41,Offer B,Yes,1.08,No,Yes,Fiber Optic,6,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.25,3089.1,0,0,44.28,3133.38,3,Stayed,No,0,78,3277,,,No
3137-NYQQI,Male,32,No,No,Yes,No,0,United States,California,Palmdale,93550,"34.536232, -118.082935",34.536232,-118.082935,"67,232",Q3,Yes,2,17,Offer D,Yes,45.35,No,Yes,DSL,11,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,No,Credit Card,64.8,1175.6,0,0,770.95,1946.55,4,Stayed,No,0,70,3546,,,Yes
7706-DZNKK,Male,63,No,No,No,No,0,United States,California,Palmdale,93551,"34.613476, -118.256358",34.613476,-118.256358,"34,045",Q3,No,0,11,Offer D,Yes,44.53,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.45,237.3,0,0,489.83,727.13,4,Stayed,No,0,29,2642,,,No
8823-RLPWL,Female,24,Yes,No,Yes,No,0,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,"14,931",Q3,Yes,5,72,Offer A,Yes,41.21,Yes,Yes,Fiber Optic,73,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.65,8065.65,0,0,2967.12,11032.77,4,Stayed,No,0,22,4259,,,Yes
9505-SQFSW,Female,59,No,No,Yes,Yes,3,United States,California,Tehachapi,93561,"35.073777, -118.652112",35.073777,-118.652112,"25,805",Q3,Yes,6,3,Offer E,No,0,No,Yes,Cable,53,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,40.3,92.5,0,0,0,92.5,4,Joined,No,0,65,5651,,,Yes
3758-CKOQL,Female,20,Yes,No,Yes,No,0,United States,California,Valyermo,93563,"34.39583, -117.734568",34.39583,-117.734568,413,Q3,Yes,7,59,Offer B,Yes,41.15,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,Yes,No,Yes,Yes,No,One Year,Yes,Credit Card,107,6152.3,0,0,2427.85,8580.15,4,Stayed,No,0,51,4620,,,Yes
5676-CFLYY,Male,30,No,No,Yes,No,0,United States,California,Ahwahnee,93601,"37.375816, -119.739935",37.375816,-119.739935,"1,968",Q3,Yes,4,71,Offer A,Yes,16.24,No,Yes,Cable,59,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,73.35,5154.5,0,0,1153.04,6307.54,5,Stayed,No,0,68,5124,,,Yes
7521-AFHAB,Female,45,No,No,Yes,Yes,2,United States,California,Auberry,93602,"36.991762, -119.242874",36.991762,-119.242874,"3,464",Q3,Yes,10,5,Offer E,Yes,35.6,No,Yes,Cable,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.8,220.45,0,0,178,398.45,3,Stayed,No,0,64,2492,,,Yes
0285-INHLN,Male,54,No,No,Yes,Yes,6,United States,California,Badger,93603,"36.64545, -118.924982",36.64545,-118.924982,273,Q3,Yes,5,27,,Yes,36.19,No,Yes,DSL,53,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.75,1510.3,0,0,977.13,2487.43,3,Stayed,No,0,41,3519,,,Yes
5125-CNDSP,Male,48,No,No,No,No,0,United States,California,Big Creek,93605,"37.17277, -119.2997",37.17277,-119.2997,273,Q3,No,0,63,Offer B,No,0,No,Yes,DSL,28,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,40.6,2588.95,0,0,0,2588.95,3,Stayed,No,0,80,6406,,,No
4992-LTJNE,Male,40,No,No,Yes,No,0,United States,California,Cantua Creek,93608,"36.488056, -120.407691",36.488056,-120.407691,"1,766",Q3,Yes,5,72,Offer A,Yes,24.24,Yes,Yes,DSL,27,Yes,No,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,55.3,3983.6,0,0,1745.28,5728.88,4,Stayed,No,0,64,6259,,,Yes
2202-OUTMO,Female,59,No,No,Yes,No,0,United States,California,Caruthers,93609,"36.5276, -119.865999",36.5276,-119.865999,"5,446",Q3,Yes,5,34,,Yes,12.3,Yes,Yes,DSL,26,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,60.85,2003.6,0,0,418.2,2421.8,4,Stayed,No,0,73,3012,,,Yes
0810-BDHAW,Female,54,No,No,Yes,No,0,United States,California,Chowchilla,93610,"37.100948, -120.270136",37.100948,-120.270136,"19,391",Q3,Yes,4,24,,Yes,31.62,Yes,Yes,DSL,12,Yes,Yes,No,No,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,78.4,1832.4,0,130,758.88,2721.28,3,Stayed,No,0,77,2506,,,Yes
0229-LFJAF,Male,53,No,No,No,No,0,United States,California,Clovis,93611,"36.917652, -119.593757",36.917652,-119.593757,"46,858",Q3,No,0,72,Offer A,Yes,3.66,Yes,Yes,DSL,13,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,69.65,4908.25,0,0,263.52,5171.77,5,Stayed,No,0,32,4262,,,No
7131-ZQZNK,Female,46,No,No,Yes,No,0,United States,California,Clovis,93612,"36.814539, -119.711868",36.814539,-119.711868,"33,856",Q3,Yes,1,60,Offer B,No,0,No,Yes,DSL,19,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,59.85,3590.2,0,0,0,3590.2,5,Stayed,No,0,37,5790,,,Yes
3442-ZHHCC,Male,60,No,No,No,No,0,United States,California,Coarsegold,93614,"37.212191, -119.749323",37.212191,-119.749323,"9,395",Q3,No,0,68,Offer A,Yes,1.27,Yes,Yes,Cable,13,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,76.9,5023,0,0,86.36,5109.36,4,Stayed,No,0,53,5355,,,No
5726-CVNYA,Female,44,No,No,Yes,No,0,United States,California,Cutler,93615,"36.497895, -119.285484",36.497895,-119.285484,"5,519",Q3,Yes,8,8,Offer E,Yes,17.09,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.85,146.6,0,0,136.72,283.32,5,Stayed,No,0,65,3260,,,Yes
9871-ELEYA,Female,22,Yes,No,No,No,0,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,"1,965",Q3,No,0,34,,Yes,20.75,No,Yes,DSL,27,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,67.65,2339.3,0,0,705.5,3044.8,3,Stayed,No,0,40,4263,,,No
4257-GAESD,Female,25,Yes,No,No,No,0,United States,California,Dinuba,93618,"36.523619, -119.386868",36.523619,-119.386868,"24,206",Q3,No,0,6,Offer E,No,0,No,Yes,Cable,52,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,45,298.7,0,0,0,298.7,5,Stayed,No,0,72,2270,,,No
5173-WXOQV,Male,38,No,No,Yes,No,0,United States,California,Dos Palos,93620,"37.045728, -120.630682",37.045728,-120.630682,"9,388",Q3,Yes,2,2,Offer E,Yes,4.41,No,Yes,DSL,26,No,Yes,No,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,64.2,143.65,0,30,8.82,182.47,4,Joined,No,0,56,4369,,,Yes
2040-OBMLJ,Male,24,Yes,No,No,No,0,United States,California,Dunlap,93621,"36.789213, -119.140338",36.789213,-119.140338,506,Q3,No,0,31,,Yes,17.18,Yes,Yes,Fiber Optic,76,No,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,81.7,2548.65,0,0,532.58,3081.23,5,Stayed,No,0,68,4850,,,No
6286-ZHAOK,Female,47,No,No,Yes,Yes,7,United States,California,Firebaugh,93622,"36.785618, -120.625382",36.785618,-120.625382,"9,491",Q3,Yes,6,20,Offer D,Yes,36.85,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.55,507.4,0,0,737,1244.4,4,Stayed,No,0,35,3235,,,Yes
3807-XHCJH,Female,21,Yes,No,Yes,Yes,3,United States,California,Fish Camp,93623,"37.483535, -119.679414",37.483535,-119.679414,77,Q3,Yes,4,1,,Yes,6.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20,20,0,0,6.86,26.86,4,Joined,No,0,33,2358,,,Yes
8859-AXJZP,Male,39,No,No,Yes,No,0,United States,California,Helm,93627,"36.520537, -120.118055",36.520537,-120.118055,152,Q3,Yes,7,39,,Yes,29.56,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,23.8,903.8,0,0,1152.84,2056.64,5,Stayed,No,0,30,3970,,,Yes
3174-AKMAS,Female,61,No,No,Yes,No,0,United States,California,Hume,93628,"36.807595, -118.901544",36.807595,-118.901544,93,Q3,Yes,1,46,,Yes,37.02,No,Yes,DSL,6,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,64.2,3009.5,0,0,1702.92,4712.42,4,Stayed,No,0,41,4699,,,Yes
9926-PJHDQ,Female,45,No,No,Yes,No,0,United States,California,Kingsburg,93631,"36.478239, -119.52137",36.478239,-119.52137,"14,088",Q3,Yes,5,72,Offer A,Yes,43.47,Yes,Yes,Cable,9,No,No,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,76.8,5468.45,0,90,3129.84,8688.29,3,Stayed,No,0,34,5120,,,Yes
7382-DFJTU,Male,63,No,No,No,No,0,United States,California,Lakeshore,93634,"37.290606, -119.216328",37.290606,-119.216328,52,Q3,No,0,18,Offer D,Yes,47.72,No,Yes,DSL,28,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,55.2,1058.1,0,0,858.96,1917.06,4,Stayed,No,0,44,2110,,,No
2798-NYLMZ,Male,29,Yes,No,Yes,No,0,United States,California,Los Banos,93635,"36.995162, -120.955099",36.995162,-120.955099,"29,124",Q3,Yes,10,71,Offer A,Yes,31.97,Yes,Yes,Fiber Optic,73,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,108.55,7616,0,0,2269.87,9885.87,3,Stayed,No,0,58,4111,,,Yes
8098-TDCBU,Female,55,No,No,Yes,No,0,United States,California,North Fork,93643,"37.244307, -119.470256",37.244307,-119.470256,"3,376",Q3,Yes,9,42,,Yes,33.63,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.25,1108.2,0,0,1412.46,2520.66,4,Stayed,No,0,53,3052,,,Yes
3551-GAEGL,Male,23,Yes,No,Yes,No,0,United States,California,Oakhurst,93644,"37.648647, -119.231447",37.648647,-119.231447,"8,521",Q3,No,0,34,,No,0,No,Yes,DSL,42,Yes,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,30.4,938.65,0,0,0,938.65,4,Stayed,No,0,33,4697,,,Yes
3196-NVXLZ,Female,23,Yes,No,No,No,0,United States,California,Orange Cove,93646,"36.633498, -119.298895",36.633498,-119.298895,"8,449",Q3,No,0,25,Offer C,Yes,9.57,Yes,Yes,Fiber Optic,59,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,84.6,2088.05,0,0,239.25,2327.3,3,Stayed,No,0,23,4874,,,No
0036-IHMOT,Female,37,No,No,Yes,Yes,3,United States,California,Parlier,93648,"36.622237, -119.521126",36.622237,-119.521126,"12,587",Q3,Yes,10,55,,Yes,35.04,No,Yes,Fiber Optic,57,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,103.7,5656.75,0,20,1927.2,7603.95,3,Stayed,No,0,65,5892,,,Yes
4178-EGMON,Male,30,No,No,Yes,No,0,United States,California,Prather,93651,"37.007238, -119.505661",37.007238,-119.505661,"1,314",Q3,Yes,9,70,,Yes,9.28,Yes,Yes,Fiber Optic,51,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,88,5986.45,0,0,649.6,6636.05,3,Stayed,No,0,48,4867,,,Yes
4220-TINQT,Female,41,No,No,Yes,No,0,United States,California,Raisin City,93652,"36.594542, -119.905245",36.594542,-119.905245,265,Q3,Yes,3,61,,Yes,27.63,Yes,Yes,Fiber Optic,29,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.35,6751.35,0,0,1685.43,8436.78,5,Stayed,No,0,35,5632,,,Yes
5318-YKDPV,Male,62,No,No,Yes,No,0,United States,California,Raymond,93653,"37.252057, -119.95783",37.252057,-119.95783,972,Q3,Yes,1,43,,Yes,41.08,No,Yes,DSL,18,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,79.15,3566.6,0,0,1766.44,5333.04,3,Stayed,No,0,63,3716,,,Yes
7975-TZMLR,Male,37,No,No,No,No,0,United States,California,Reedley,93654,"36.636638, -119.421842",36.636638,-119.421842,"25,923",Q3,No,0,47,,Yes,16.64,Yes,Yes,Fiber Optic,8,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.1,4889.3,0,0,782.08,5671.38,4,Stayed,No,0,29,5029,,,No
0295-QVKPB,Male,38,No,No,No,No,0,United States,California,Riverdale,93656,"36.452211, -119.94575",36.452211,-119.94575,"5,729",Q3,No,0,5,Offer E,Yes,13.96,No,Yes,DSL,5,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,63.95,318.1,0,0,69.8,387.9,4,Stayed,No,0,42,3099,,,No
4335-BSMJS,Female,55,No,No,No,No,0,United States,California,Sanger,93657,"36.819628, -119.440414",36.819628,-119.440414,"28,991",Q3,No,0,62,,Yes,8.23,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.8,1563.95,0,0,510.26,2074.21,3,Stayed,No,0,34,6201,,,No
9146-JRIOX,Female,47,No,No,Yes,Yes,1,United States,California,Shaver Lake,93664,"37.223, -119.001021",37.223,-119.001021,642,Q3,Yes,1,14,,Yes,31.7,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,25.55,372.45,0,0,443.8,816.25,5,Stayed,No,0,65,2080,,,Yes
5337-IIWKZ,Male,35,No,No,Yes,Yes,3,United States,California,Sultana,93666,"36.545353, -119.338535",36.545353,-119.338535,306,Q3,Yes,2,34,Offer C,No,0,No,Yes,DSL,76,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.85,1442.6,0,0,0,1442.6,4,Stayed,No,0,49,5569,,,Yes
9650-VBUOG,Male,44,No,No,Yes,Yes,1,United States,California,Tranquillity,93668,"36.635661, -120.288644",36.635661,-120.288644,"1,130",Q3,Yes,9,38,Offer C,Yes,33.1,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.05,963.95,0,0,1257.8,2221.75,3,Stayed,No,0,73,3772,,,Yes
3487-EARAT,Female,46,No,No,Yes,No,0,United States,California,Wishon,93669,"37.287758, -119.548156",37.287758,-119.548156,327,Q3,Yes,7,70,,Yes,19.1,No,Yes,DSL,21,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,74.1,5222.3,0,0,1337,6559.3,3,Stayed,No,0,43,6325,,,Yes
2672-TGEFF,Female,33,No,No,Yes,Yes,2,United States,California,Traver,93673,"36.456091, -119.486225",36.456091,-119.486225,646,Q3,Yes,3,37,Offer C,Yes,1.08,Yes,Yes,Fiber Optic,16,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.8,3340.55,0,0,39.96,3380.51,4,Stayed,No,0,31,3746,,,Yes
8184-WMOFI,Male,47,No,No,Yes,No,0,United States,California,Fresno,93702,"36.739385, -119.753649",36.739385,-119.753649,"47,999",Q3,No,0,62,,Yes,14.05,No,Yes,DSL,25,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,71.4,4487.3,0,0,871.1,5358.4,3,Stayed,No,0,56,5327,,,Yes
6092-QZVPP,Male,27,Yes,No,No,No,0,United States,California,Fresno,93704,"36.799648, -119.801247",36.799648,-119.801247,"26,580",Q3,No,0,36,Offer C,Yes,42.51,No,Yes,Cable,52,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,79.2,2854.95,0,40,1530.36,4425.31,3,Stayed,No,0,53,4830,,,No
4625-LAMOB,Male,36,No,No,No,No,0,United States,California,Fresno,93705,"36.78724, -119.827813",36.78724,-119.827813,"35,451",Q3,No,0,44,,Yes,1.4,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.4,905.55,0,0,61.6,967.15,5,Stayed,No,0,55,2404,,,No
0392-BZIUW,Female,44,No,No,Yes,No,0,United States,California,Fresno,93710,"36.822715, -119.761826",36.822715,-119.761826,"29,337",Q3,Yes,7,72,,Yes,6.58,Yes,Yes,Fiber Optic,7,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,105,7589.8,0,0,473.76,8063.56,3,Stayed,No,0,70,5678,,,Yes
6549-NNDYT,Female,59,No,No,No,No,0,United States,California,Fresno,93720,"36.878709, -119.7645",36.878709,-119.7645,"45,087",Q3,No,0,13,,No,0,No,Yes,Cable,7,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.85,394.1,0,0,0,394.1,3,Stayed,No,0,38,2444,,,No
0422-OHQHQ,Female,23,Yes,No,Yes,No,0,United States,California,Fresno,93722,"36.78979, -119.929894",36.78979,-119.929894,"60,889",Q3,Yes,7,15,,Yes,34.63,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.55,295.95,0,0,519.45,815.4,5,Stayed,No,0,22,3009,,,Yes
6916-HIJSE,Female,57,No,No,No,No,0,United States,California,Fresno,93725,"36.623632, -119.741322",36.623632,-119.741322,"21,010",Q3,No,0,65,,Yes,41.74,No,Yes,Cable,17,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.85,5459.2,0,0,2713.1,8172.3,4,Stayed,No,0,75,5434,,,No
2316-ESMLS,Female,54,No,No,Yes,No,0,United States,California,Fresno,93726,"36.793601, -119.761131",36.793601,-119.761131,"39,148",Q3,Yes,7,12,,No,0,No,Yes,DSL,27,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,33.15,444.75,0,0,0,444.75,3,Stayed,No,0,74,3882,,,Yes
9778-OGKQZ,Male,55,No,No,Yes,No,0,United States,California,Fresno,93727,"36.751489, -119.68072",36.751489,-119.68072,"54,701",Q3,Yes,8,72,,Yes,5.32,Yes,Yes,DSL,5,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,92,6782.15,0,10,383.04,7175.19,3,Stayed,No,0,44,5883,,,Yes
7408-OFWXJ,Female,23,Yes,No,Yes,No,0,United States,California,Fresno,93728,"36.757345, -119.818274",36.757345,-119.818274,"16,346",Q3,Yes,3,72,,Yes,44.92,Yes,Yes,DSL,69,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.8,6510.45,0,0,3234.24,9744.69,3,Stayed,No,0,66,5762,,,Yes
6007-TCTST,Female,57,No,No,Yes,Yes,2,United States,California,Salinas,93901,"36.64152, -121.622188",36.64152,-121.622188,"35,739",Q3,Yes,9,72,,Yes,12.29,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,115.8,8476.5,0,0,884.88,9361.38,3,Stayed,No,0,39,5841,,,Yes
2252-NKNSI,Male,63,No,No,No,No,0,United States,California,Salinas,93905,"36.667794, -121.601306",36.667794,-121.601306,"58,548",Q3,No,0,52,,Yes,32.02,Yes,Yes,DSL,28,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,85.15,4461.85,0,0,1665.04,6126.89,3,Stayed,No,0,69,4322,,,No
8713-IGZSO,Male,50,No,No,No,No,0,United States,California,Salinas,93906,"36.722898, -121.633648",36.722898,-121.633648,"53,946",Q3,No,0,2,Offer E,Yes,40.25,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.85,62,0,0,80.5,142.5,3,Joined,No,0,57,5983,,,No
7905-TVXTA,Female,63,No,No,No,No,0,United States,California,Salinas,93907,"36.77462, -121.664714",36.77462,-121.664714,"22,292",Q3,No,0,5,Offer E,Yes,8.32,No,Yes,DSL,22,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,64.35,352.65,0,0,41.6,394.25,4,Stayed,No,0,35,4771,,,No
7695-PKLCZ,Female,32,No,No,No,No,0,United States,California,Salinas,93908,"36.624338, -121.615669",36.624338,-121.615669,"13,027",Q3,No,0,68,,Yes,48.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,1424.9,0,0,3291.88,4716.78,4,Stayed,No,0,68,4201,,,No
8374-UULRV,Male,22,Yes,No,No,No,0,United States,California,Carmel By The Sea,93921,"36.554618, -121.922239",36.554618,-121.922239,"2,966",Q3,No,0,72,,Yes,48.36,Yes,Yes,DSL,71,Yes,Yes,No,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,86.05,6309.65,0,20,3481.92,9811.57,4,Stayed,No,0,33,5965,,,No
3224-DFQNQ,Female,59,No,No,Yes,No,0,United States,California,Carmel Valley,93924,"36.414611, -121.6386",36.414611,-121.6386,"6,691",Q3,Yes,10,66,,Yes,37.38,Yes,Yes,Fiber Optic,8,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,89,5898.6,0,0,2467.08,8365.68,3,Stayed,No,0,53,4488,,,Yes
5275-PMFUT,Male,52,No,No,Yes,No,0,United States,California,Chualar,93925,"36.596271, -121.442274",36.596271,-121.442274,"1,140",Q3,Yes,9,72,,No,0,No,Yes,DSL,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,64.8,4719.75,0,0,0,4719.75,3,Stayed,No,0,72,4036,,,Yes
4795-UXVCJ,Male,63,No,No,No,No,0,United States,California,Gonzales,93926,"36.52588, -121.396719",36.52588,-121.396719,"9,023",Q3,No,0,26,Offer C,Yes,45.7,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,457.3,0,0,1188.2,1645.5,3,Stayed,No,0,77,5823,,,No
9777-IQHWP,Male,53,No,No,Yes,Yes,1,United States,California,Greenfield,93927,"36.248708, -121.386617",36.248708,-121.386617,"14,204",Q3,Yes,2,64,,Yes,30.82,Yes,Yes,Fiber Optic,11,Yes,No,Yes,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,93.4,5822.3,0,0,1972.48,7794.78,3,Stayed,No,0,42,6249,,,Yes
0979-MOZQI,Male,61,No,No,Yes,No,0,United States,California,Monterey,93940,"36.362741, -121.869685",36.362741,-121.869685,"32,857",Q3,Yes,6,62,,No,0,No,Yes,Cable,4,No,No,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,39,2337.45,0,0,0,2337.45,4,Stayed,No,0,54,4987,,,Yes
2732-ISEZX,Female,44,No,No,No,No,0,United States,California,Pacific Grove,93950,"36.618337, -121.926417",36.618337,-121.926417,"15,449",Q3,No,0,5,,Yes,24.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.5,104.3,0,0,123.05,227.35,3,Stayed,No,0,53,5263,,,No
0323-XWWTN,Male,44,No,No,No,Yes,1,United States,California,San Lucas,93954,"36.125529, -120.864443",36.125529,-120.864443,521,Q3,No,0,3,,Yes,33.87,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,26.4,121.25,0,0,101.61,222.86,5,Joined,No,0,77,4315,,,No
1937-OTUKY,Female,32,No,No,Yes,No,0,United States,California,Seaside,93955,"36.625114, -121.823565",36.625114,-121.823565,"38,244",Q3,Yes,1,72,,Yes,25.48,Yes,Yes,Fiber Optic,3,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,98.2,7015.9,0,0,1834.56,8850.46,3,Stayed,No,0,75,4332,,,Yes
1573-LGXBA,Male,26,Yes,No,Yes,Yes,3,United States,California,Soledad,93960,"36.414216, -121.360597",36.414216,-121.360597,"13,003",Q3,Yes,1,57,,Yes,4.18,No,Yes,Fiber Optic,73,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,97.55,5598,0,0,238.26,5836.26,4,Stayed,No,0,51,5833,,,Yes
1764-VUUMT,Male,63,No,No,No,Yes,1,United States,California,Spreckels,93962,"36.624641, -121.647195",36.624641,-121.647195,407,Q3,No,0,66,,Yes,37.94,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,1269.1,0,0,2504.04,3773.14,4,Stayed,No,0,51,6382,,,No
4713-ZBURT,Male,33,No,No,No,Yes,2,United States,California,Brisbane,94005,"37.684694, -122.40712",37.684694,-122.40712,"3,635",Q3,No,0,45,,Yes,23.54,Yes,Yes,Fiber Optic,12,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,99.7,4634.35,0,0,1059.3,5693.65,4,Stayed,No,0,38,3333,,,No
3050-GBUSH,Female,25,Yes,No,No,No,0,United States,California,Burlingame,94010,"37.57028, -122.365778",37.57028,-122.365778,"40,346",Q3,No,0,3,,No,0,No,Yes,DSL,46,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,34.8,113.95,0,0,0,113.95,4,Joined,No,0,67,2496,,,No
7876-AEHIG,Female,48,No,No,No,No,0,United States,California,Daly City,94015,"37.680844, -122.48131",37.680844,-122.48131,"63,337",Q3,No,0,51,,No,0,No,Yes,DSL,10,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,60.15,3077,0,0,0,3077,3,Stayed,No,0,37,5404,,,No
7945-HLKEA,Female,29,Yes,No,No,No,0,United States,California,Half Moon Bay,94019,"37.45567, -122.407992",37.45567,-122.407992,"17,929",Q3,No,0,60,,Yes,37.95,Yes,Yes,DSL,27,Yes,No,Yes,Yes,No,No,No,No,One Year,No,Bank Withdrawal,64.75,4039.5,0,120,2277,6436.5,3,Stayed,No,0,25,6408,,,No
9342-VNIMQ,Male,62,No,No,No,No,0,United States,California,La Honda,94020,"37.285677, -122.224165",37.285677,-122.224165,"1,622",Q3,No,0,33,Offer C,Yes,5.91,Yes,Yes,DSL,5,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.65,1665.2,0,0,195.03,1860.23,3,Stayed,No,0,58,5201,,,No
3199-NPKCN,Female,39,No,No,Yes,No,0,United States,California,Menlo Park,94025,"37.449551, -122.183762",37.449551,-122.183762,"39,062",Q3,Yes,1,67,,Yes,35.03,Yes,Yes,Fiber Optic,23,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,111.25,7511.65,0,0,2347.01,9858.66,3,Stayed,No,0,37,5649,,,Yes
5170-PTRKA,Female,19,Yes,No,Yes,No,0,United States,California,Atherton,94027,"37.454924, -122.203168",37.454924,-122.203168,"6,876",Q3,Yes,1,49,,No,0,No,Yes,Cable,82,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,35.8,1782,0,0,0,1782,4,Stayed,No,0,69,4865,,,Yes
4661-NJEUX,Male,42,No,No,No,No,0,United States,California,Portola Valley,94028,"37.369709, -122.215844",37.369709,-122.215844,"6,601",Q3,No,0,1,,Yes,3.23,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.05,20.05,0,0,3.23,23.28,3,Joined,No,0,52,5368,,,No
0048-LUMLS,Male,23,Yes,No,Yes,Yes,3,United States,California,Moss Beach,94038,"37.515556, -122.502311",37.515556,-122.502311,"3,064",Q3,Yes,1,37,Offer C,Yes,43.01,No,Yes,Fiber Optic,51,No,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,91.2,3247.55,0,0,1591.37,4838.92,5,Stayed,No,0,55,5263,,,Yes
5898-IGSLP,Male,37,No,No,Yes,Yes,3,United States,California,Mountain View,94041,"37.388349, -122.075299",37.388349,-122.075299,"13,483",Q3,Yes,1,31,Offer C,Yes,20.76,Yes,Yes,Fiber Optic,57,Yes,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,89.3,2823,0,0,643.56,3466.56,3,Stayed,No,0,46,2132,,,Yes
7997-EASSD,Female,56,No,No,Yes,No,0,United States,California,Redwood City,94061,"37.461251, -122.235414",37.461251,-122.235414,"35,737",Q3,Yes,1,63,Offer B,Yes,38.85,Yes,Yes,Fiber Optic,27,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,81.2,4965.1,0,0,2447.55,7412.65,3,Stayed,No,0,64,6063,,,Yes
0730-KOAVE,Male,53,No,No,No,No,0,United States,California,Redwood City,94062,"37.410567, -122.297152",37.410567,-122.297152,"25,569",Q3,No,0,30,Offer C,Yes,41.66,Yes,Yes,Fiber Optic,28,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.3,2679.7,0,0,1249.8,3929.5,3,Stayed,No,0,75,4219,,,No
8975-SKGRX,Male,29,Yes,No,Yes,No,0,United States,California,Redwood City,94063,"37.499411, -122.196318",37.499411,-122.196318,"32,368",Q3,Yes,1,71,,Yes,33.83,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,116.1,8310.55,0,130,2401.93,10842.48,4,Stayed,No,0,42,5027,,,Yes
0678-RLHVP,Female,33,No,No,No,No,0,United States,California,Redwood City,94065,"37.527497, -122.230941",37.527497,-122.230941,"10,658",Q3,No,0,53,Offer B,Yes,12.92,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,105.55,5682.25,0,0,684.76,6367.01,5,Stayed,No,0,67,5731,,,No
2267-FPIMA,Male,27,Yes,No,Yes,No,0,United States,California,San Carlos,94070,"37.497915, -122.267361",37.497915,-122.267361,"28,098",Q3,Yes,1,50,Offer B,Yes,17.58,Yes,Yes,Fiber Optic,47,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.4,4914.9,0,0,879,5793.9,4,Stayed,No,0,21,5548,,,Yes
1051-GEJLJ,Female,19,Yes,No,No,No,0,United States,California,San Gregorio,94074,"37.331762, -122.341444",37.331762,-122.341444,291,Q3,No,0,2,,Yes,27.17,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.5,27.55,0,0,54.34,81.89,5,Joined,No,0,74,4836,,,No
5285-MVEHD,Female,35,No,No,Yes,No,0,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,"50,070",Q3,Yes,1,56,Offer B,Yes,34.1,No,Yes,Fiber Optic,13,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,105.6,6068.65,0,0,1909.6,7978.25,4,Stayed,No,0,24,4196,,,Yes
0379-DJQHR,Male,60,No,No,Yes,No,0,United States,California,Sunnyvale,94089,"37.421633, -122.009613",37.421633,-122.009613,"16,985",Q3,Yes,1,67,,Yes,45.25,No,Yes,DSL,18,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,81.35,5398.6,0,0,3031.75,8430.35,3,Stayed,No,0,51,4219,,,Yes
5543-QDCRY,Male,38,No,No,No,No,0,United States,California,San Francisco,94103,"37.773147, -122.411287",37.773147,-122.411287,"23,036",Q3,No,0,4,,Yes,20.76,No,Yes,DSL,30,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,56.4,234.85,0,0,83.04,317.89,4,Stayed,No,0,49,5344,,,No
0297-RBCSG,Male,61,No,No,No,No,0,United States,California,San Francisco,94104,"37.791222, -122.402241",37.791222,-122.402241,384,Q3,No,0,19,,Yes,41.79,No,Yes,DSL,6,No,Yes,No,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,65.35,1231.85,0,60,794.01,2085.86,4,Stayed,No,0,39,2051,,,No
4694-PHWFW,Female,26,Yes,No,No,Yes,3,United States,California,San Francisco,94105,"37.789168, -122.395009",37.789168,-122.395009,"2,066",Q3,No,0,8,,Yes,45.87,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.95,170.9,0,0,366.96,537.86,4,Stayed,No,0,40,5919,,,No
0835-JKADZ,Female,29,Yes,No,No,No,0,United States,California,San Francisco,94107,"37.768881, -122.395521",37.768881,-122.395521,"17,372",Q3,No,0,71,,Yes,41.92,Yes,Yes,Fiber Optic,53,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,111.25,7984.15,0,0,2976.32,10960.47,4,Stayed,No,0,54,4361,,,No
3865-YIOTT,Male,40,No,No,Yes,Yes,1,United States,California,San Francisco,94110,"37.750021, -122.415201",37.750021,-122.415201,"74,641",Q3,Yes,1,72,,Yes,11.67,Yes,Yes,Fiber Optic,26,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.1,7848.5,0,0,840.24,8688.74,3,Stayed,No,0,72,6283,,,Yes
5993-BQHEA,Male,42,No,No,No,No,0,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,"3,337",Q3,No,0,12,,Yes,16.59,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,267,0,0,199.08,466.08,3,Stayed,No,0,62,4018,,,No
6024-RUGGH,Male,22,Yes,No,Yes,Yes,2,United States,California,San Francisco,94112,"37.720498, -122.443119",37.720498,-122.443119,"73,117",Q3,Yes,1,72,,Yes,28.06,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.2,1798.9,0,0,2020.32,3819.22,3,Stayed,No,0,62,6499,,,Yes
4079-WWQQQ,Male,45,No,No,No,No,0,United States,California,San Francisco,94116,"37.74441, -122.486764",37.74441,-122.486764,"42,959",Q3,No,0,72,,No,0,No,Yes,Cable,10,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,65.55,4807.45,0,0,0,4807.45,4,Stayed,No,0,24,4266,,,No
6103-BOCOU,Female,37,No,No,No,No,0,United States,California,San Francisco,94117,"37.770533, -122.445121",37.770533,-122.445121,"38,756",Q3,No,0,26,Offer C,Yes,20.64,Yes,Yes,Fiber Optic,22,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.7,2193,0,0,536.64,2729.64,3,Stayed,No,0,28,4501,,,No
5149-TGWDZ,Female,48,No,No,No,No,0,United States,California,San Francisco,94118,"37.781304, -122.461522",37.781304,-122.461522,"38,955",Q3,No,0,21,,Yes,36.31,No,Yes,Fiber Optic,27,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.55,2239.4,0,0,762.51,3001.91,4,Stayed,No,0,20,3471,,,No
7471-WNSUF,Male,23,Yes,No,Yes,No,0,United States,California,San Francisco,94121,"37.776718, -122.495781",37.776718,-122.495781,"42,476",Q3,Yes,1,60,Offer B,Yes,16.42,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.15,1505.9,0,0,985.2,2491.1,3,Stayed,No,0,24,4501,,,Yes
8942-DBMHZ,Male,26,Yes,No,No,No,0,United States,California,San Francisco,94122,"37.760412, -122.484966",37.760412,-122.484966,"55,504",Q3,No,0,12,,Yes,41.11,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.45,255.35,0,0,493.32,748.67,5,Stayed,No,0,80,4883,,,No
4301-VVZKA,Male,25,Yes,No,Yes,No,0,United States,California,San Francisco,94123,"37.800254, -122.436975",37.800254,-122.436975,"22,920",Q3,Yes,1,16,,Yes,25.83,Yes,Yes,Fiber Optic,46,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.4,1189.4,0,0,413.28,1602.68,5,Stayed,No,0,51,5432,,,Yes
9199-PWQVC,Female,38,No,No,Yes,No,0,United States,California,San Francisco,94124,"37.731505, -122.384532",37.731505,-122.384532,"33,177",Q3,Yes,1,63,Offer B,Yes,49.08,Yes,Yes,Cable,24,Yes,Yes,No,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,79.7,4786.15,0,30,3092.04,7908.19,3,Stayed,No,0,30,4010,,,Yes
5393-HJZSM,Female,54,No,No,Yes,Yes,1,United States,California,San Francisco,94129,"37.797526, -122.464531",37.797526,-122.464531,"2,240",Q3,Yes,1,32,Offer C,Yes,32.43,No,Yes,Cable,19,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,76.3,2404.15,0,0,1037.76,3441.91,3,Stayed,No,0,70,5324,,,Yes
0862-PRCBS,Female,32,No,No,Yes,Yes,3,United States,California,San Francisco,94132,"37.722302, -122.491129",37.722302,-122.491129,"26,297",Q3,Yes,6,68,,Yes,16.09,Yes,Yes,Fiber Optic,53,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,103.75,7039.45,0,0,1094.12,8133.57,3,Stayed,No,0,45,4121,,,Yes
8812-ZRHFP,Female,53,No,No,Yes,Yes,3,United States,California,San Francisco,94133,"37.802071, -122.411004",37.802071,-122.411004,"26,831",Q3,No,0,30,Offer C,Yes,48.43,No,Yes,Fiber Optic,58,No,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,86.45,2538.05,0,0,1452.9,3990.95,3,Stayed,No,0,24,2923,,,Yes
5146-CBVOE,Female,44,No,No,No,No,0,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,"40,137",Q3,No,0,16,,Yes,38.02,No,Yes,Fiber Optic,25,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.1,1212.85,0,0,608.32,1821.17,5,Stayed,No,0,59,5176,,,No
0454-OKRCT,Male,32,No,No,No,No,0,United States,California,Palo Alto,94301,"37.444314, -122.149996",37.444314,-122.149996,"16,198",Q3,No,0,33,Offer C,Yes,34.85,No,Yes,Fiber Optic,27,No,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,80.6,2651.1,0,0,1150.05,3801.15,4,Stayed,No,0,80,5542,,,No
5787-KXGIY,Male,54,No,No,Yes,No,0,United States,California,Palo Alto,94303,"37.45809, -122.115398",37.45809,-122.115398,"45,499",Q3,Yes,3,72,,Yes,2.61,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.3,1304.8,0,0,187.92,1492.72,3,Stayed,No,0,42,4035,,,Yes
4198-VFOEA,Female,58,No,No,No,No,0,United States,California,Stanford,94305,"37.424342, -122.165641",37.424342,-122.165641,"13,386",Q3,No,0,12,,No,0,No,Yes,DSL,19,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Mailed Check,33.6,435.45,0,0,0,435.45,3,Stayed,No,0,30,2990,,,No
5709-LVOEQ,Female,40,No,No,Yes,No,0,United States,California,San Mateo,94401,"37.590421, -122.306467",37.590421,-122.306467,"32,488",Q3,Yes,8,10,,Yes,31.09,No,Yes,DSL,5,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Mailed Check,80.85,808.5,0,0,310.9,1119.4,3,Stayed,No,0,45,2048,,,Yes
2692-AQCPF,Female,32,No,No,Yes,No,0,United States,California,San Mateo,94403,"37.538309, -122.305109",37.538309,-122.305109,"37,926",Q3,Yes,6,65,Offer B,Yes,41.34,Yes,Yes,Fiber Optic,15,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,108.05,7118.9,0,0,2687.1,9806,3,Stayed,No,0,69,6047,,,Yes
0347-UBKUZ,Female,46,No,No,No,No,0,United States,California,San Mateo,94404,"37.556094, -122.272437",37.556094,-122.272437,"31,882",Q3,No,0,15,,Yes,2.74,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.9,320.45,0,0,41.1,361.55,4,Stayed,No,0,29,3366,,,No
0835-DUUIQ,Female,55,No,No,No,No,0,United States,California,Alameda,94501,"37.774633, -122.274434",37.774633,-122.274434,"58,555",Q3,No,0,24,,Yes,47.31,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,21.05,531.55,0,0,1135.44,1666.99,5,Stayed,No,0,63,2050,,,No
0811-GSDTP,Female,50,No,No,No,Yes,2,United States,California,Alameda,94502,"37.724817, -122.224363",37.724817,-122.224363,"13,996",Q3,No,0,13,,No,0,No,Yes,Cable,19,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,30.15,382.2,0,10,0,392.2,5,Stayed,No,0,22,3540,,,No
7567-ECMCM,Male,23,Yes,No,No,No,0,United States,California,Danville,94506,"37.791481, -121.903253",37.791481,-121.903253,"19,777",Q3,No,0,24,,Yes,35.3,No,Yes,Fiber Optic,41,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,79.85,2001,0,0,847.2,2848.2,4,Stayed,No,0,43,5128,,,No
6115-ZTBFQ,Female,56,No,No,Yes,No,0,United States,California,Alamo,94507,"37.855717, -121.994813",37.855717,-121.994813,"15,187",Q3,Yes,6,72,,No,0,No,Yes,DSL,4,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,65.5,4919.7,0,0,0,4919.7,3,Stayed,No,0,25,4119,,,Yes
6353-BRMMA,Female,62,No,No,Yes,Yes,3,United States,California,Angwin,94508,"38.542448, -122.419923",38.542448,-122.419923,"3,641",Q3,Yes,3,54,Offer B,Yes,42.35,Yes,Yes,Fiber Optic,76,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.1,5645.8,0,0,2286.9,7932.7,4,Stayed,No,0,57,5795,,,Yes
6231-WFGFH,Male,39,No,No,Yes,Yes,2,United States,California,Benicia,94510,"38.113533, -122.11926",38.113533,-122.11926,"25,578",Q3,Yes,4,4,,Yes,3.63,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.5,77.6,0,0,14.52,92.12,4,Stayed,No,0,34,5053,,,Yes
6169-PPETC,Male,42,No,No,Yes,Yes,1,United States,California,Brentwood,94513,"37.908242, -121.682472",37.908242,-121.682472,"26,577",Q3,Yes,8,35,,Yes,47.33,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.5,759.35,0,0,1656.55,2415.9,4,Stayed,No,0,38,2009,,,Yes
8584-KMVXD,Female,64,No,No,No,No,0,United States,California,Calistoga,94515,"38.629618, -122.593216",38.629618,-122.593216,"7,384",Q3,No,0,8,Offer E,Yes,11.2,No,Yes,Fiber Optic,17,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,75.6,535.55,0,10,89.6,635.15,3,Stayed,No,0,31,2934,,,No
8467-WYNSR,Male,62,No,No,No,No,0,United States,California,Clayton,94517,"37.881842, -121.848111",37.881842,-121.848111,"14,239",Q3,No,0,22,,Yes,37.11,No,Yes,DSL,15,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,55.1,1253.15,0,0,816.42,2069.57,3,Stayed,No,0,62,2729,,,No
0851-DFJKB,Female,57,No,No,No,No,0,United States,California,Concord,94518,"37.950248, -122.022455",37.950248,-122.022455,"27,394",Q3,No,0,15,,Yes,30.54,No,Yes,DSL,11,Yes,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,58.95,955.15,0,0,458.1,1413.25,4,Stayed,No,0,55,4497,,,No
5382-SOYZL,Male,39,No,No,No,No,0,United States,California,Concord,94519,"37.990118, -122.012188",37.990118,-122.012188,"18,650",Q3,No,0,22,,Yes,11.15,Yes,Yes,Fiber Optic,17,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.1,2162.6,0,0,245.3,2407.9,4,Stayed,No,0,61,3729,,,No
3261-CQXOL,Female,33,No,No,Yes,Yes,2,United States,California,Concord,94521,"37.971421, -121.971504",37.971421,-121.971504,"39,888",Q3,No,0,71,Offer A,Yes,4.15,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.45,1813.35,0,0,294.65,2108,3,Stayed,No,0,37,4993,,,Yes
8388-FYNPZ,Male,26,Yes,No,No,No,0,United States,California,Pleasant Hill,94523,"37.95338, -122.076886",37.95338,-122.076886,"32,685",Q3,No,0,4,Offer E,Yes,34.69,No,Yes,DSL,47,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,56.75,245.15,0,0,138.76,383.91,3,Stayed,No,0,51,2401,,,No
4002-BQWPQ,Male,59,No,No,No,No,0,United States,California,Crockett,94525,"38.049292, -122.228415",38.049292,-122.228415,"3,193",Q3,No,0,25,,Yes,25.2,Yes,Yes,Cable,23,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,81.75,2028.8,0,0,630,2658.8,3,Stayed,No,0,61,5917,,,No
5651-YLPRD,Female,45,No,No,Yes,Yes,3,United States,California,Danville,94526,"37.815459, -121.977203",37.815459,-121.977203,"32,873",Q3,Yes,7,32,,Yes,26.66,No,Yes,Fiber Optic,57,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,86.1,2723.75,0,130,853.12,3706.87,5,Stayed,No,0,48,4970,,,Yes
4378-BZYFP,Male,41,No,No,No,No,0,United States,California,Fairfield,94533,"38.287136, -122.02711",38.287136,-122.02711,"77,683",Q3,No,0,17,,Yes,42.66,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,20.5,365.8,0,0,725.22,1091.02,3,Stayed,No,0,65,2259,,,No
7764-BDPEE,Male,50,No,No,No,Yes,3,United States,California,Hayward,94542,"37.656695, -122.048361",37.656695,-122.048361,"11,147",Q3,No,0,3,,Yes,19.58,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.85,60.65,0,0,58.74,119.39,4,Joined,No,0,38,5868,,,No
3429-IFLEM,Female,48,No,No,No,No,0,United States,California,Hayward,94544,"37.639215, -122.037554",37.639215,-122.037554,"72,993",Q3,No,0,71,Offer A,Yes,18.2,No,Yes,DSL,28,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,77.35,5550.1,0,0,1292.2,6842.3,3,Stayed,No,0,61,4846,,,No
5002-GCQFH,Male,30,No,No,Yes,No,0,United States,California,Hercules,94547,"37.991259, -122.214945",37.991259,-122.214945,"22,479",Q3,Yes,1,49,Offer B,Yes,47.17,Yes,Yes,Fiber Optic,26,Yes,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,93.85,4733.1,0,30,2311.33,7074.43,3,Stayed,No,0,62,5698,,,Yes
0556-FJEGU,Male,26,Yes,No,No,No,0,United States,California,Lafayette,94549,"37.907777, -122.127161",37.907777,-122.127161,"23,996",Q3,No,0,58,Offer B,Yes,47.47,No,Yes,DSL,69,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,70.1,4048.95,0,0,2753.26,6802.21,4,Stayed,No,0,58,4474,,,No
0604-THJFP,Female,40,No,No,Yes,No,0,United States,California,Castro Valley,94552,"37.722727, -122.02157",37.722727,-122.02157,"13,212",Q3,Yes,4,59,Offer B,Yes,8.28,No,Yes,DSL,22,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,75.95,4542.35,0,0,488.52,5030.87,3,Stayed,No,0,46,5446,,,Yes
5879-SESNB,Female,34,No,No,No,No,0,United States,California,Moraga,94556,"37.827946, -122.107185",37.827946,-122.107185,"16,510",Q3,No,0,11,Offer D,Yes,33.79,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.25,888.65,0,0,371.69,1260.34,3,Stayed,No,0,75,5902,,,No
6461-PPAXN,Female,20,Yes,No,Yes,No,0,United States,California,Napa,94559,"38.232389, -122.324944",38.232389,-122.324944,"26,894",Q3,Yes,5,35,,Yes,42.18,No,Yes,Cable,59,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,54.95,1916,0,0,1476.3,3392.3,4,Stayed,No,0,30,4858,,,Yes
3318-ISQFQ,Female,23,Yes,No,No,No,0,United States,California,Newark,94560,"37.504133, -122.032347",37.504133,-122.032347,"42,491",Q3,No,0,20,Offer D,Yes,10.97,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.5,413,0,0,219.4,632.4,3,Stayed,No,0,28,5409,,,No
1106-HRLKZ,Male,21,Yes,No,Yes,Yes,1,United States,California,Oakley,94561,"37.999406, -121.686241",37.999406,-121.686241,"27,607",Q3,Yes,9,40,Offer B,Yes,22.96,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,808.95,0,0,918.4,1727.35,5,Stayed,No,0,34,2630,,,Yes
2483-XSSMZ,Female,22,Yes,No,No,No,0,United States,California,Orinda,94563,"37.873916, -122.20522",37.873916,-122.20522,"17,964",Q3,No,0,39,,Yes,25.33,No,Yes,DSL,82,Yes,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,47.85,1886.4,0,70,987.87,2944.27,3,Stayed,No,0,23,5531,,,No
8165-ZJRNM,Female,62,No,No,Yes,Yes,1,United States,California,Pittsburg,94565,"38.006047, -121.916834",38.006047,-121.916834,"78,816",Q3,Yes,7,72,Offer A,Yes,21.14,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,23.75,1679.25,0,0,1522.08,3201.33,5,Stayed,No,0,67,4923,,,Yes
2604-XVDAM,Female,54,No,No,No,No,0,United States,California,Pope Valley,94567,"38.672708, -122.403219",38.672708,-122.403219,494,Q3,No,0,12,Offer D,Yes,6.56,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,43.8,540.95,0,0,78.72,619.67,4,Stayed,No,0,26,5706,,,No
3717-OFRTN,Male,48,No,No,No,No,0,United States,California,Dublin,94568,"37.713926, -121.928425",37.713926,-121.928425,"29,636",Q3,No,0,1,Offer E,Yes,5.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.75,19.75,0,0,5.32,25.07,5,Joined,No,0,43,3595,,,No
9046-JBFWA,Male,20,Yes,No,No,Yes,2,United States,California,Port Costa,94569,"38.035707, -122.196821",38.035707,-122.196821,173,Q3,No,0,27,,Yes,30.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.15,537.35,0,0,819.72,1357.07,3,Stayed,No,0,51,4004,,,No
3280-NMUVX,Male,53,No,No,Yes,No,0,United States,California,Rio Vista,94571,"38.148862, -121.737696",38.148862,-121.737696,"5,246",Q3,Yes,7,34,,Yes,26.03,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.6,678.8,0,0,885.02,1563.82,5,Stayed,No,0,33,4669,,,Yes
1206-EHBDD,Female,56,No,No,Yes,No,0,United States,California,Rodeo,94572,"38.027218, -122.23463",38.027218,-122.23463,"8,506",Q3,Yes,9,56,Offer B,Yes,4.24,No,Yes,Fiber Optic,15,Yes,No,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,80.3,4513.65,0,0,237.44,4751.09,3,Stayed,No,0,67,6203,,,Yes
8361-LBRDI,Female,31,No,No,No,No,0,United States,California,Saint Helena,94574,"38.581354, -122.296283",38.581354,-122.296283,"9,423",Q3,No,0,58,Offer B,Yes,38.62,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.35,1423.85,0,0,2239.96,3663.81,3,Stayed,No,0,51,6190,,,No
4883-KCPZJ,Female,30,No,No,Yes,Yes,3,United States,California,Deer Park,94576,"38.554383, -122.474773",38.554383,-122.474773,223,Q3,Yes,9,22,Offer D,Yes,25.98,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.25,555.4,0,0,571.56,1126.96,3,Stayed,No,0,75,4386,,,Yes
9108-EQPNQ,Female,27,Yes,No,Yes,Yes,2,United States,California,San Leandro,94577,"37.717196, -122.159338",37.717196,-122.159338,"41,871",Q3,Yes,10,10,Offer D,Yes,18.57,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26.1,225.55,0,0,185.7,411.25,5,Stayed,No,0,63,3179,,,Yes
7277-KAMWT,Male,23,Yes,No,No,No,0,United States,California,San Leandro,94578,"37.704384, -122.126703",37.704384,-122.126703,"36,568",Q3,No,0,13,Offer D,Yes,1.61,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,268.45,0,0,20.93,289.38,3,Stayed,No,0,63,3037,,,No
2545-LXYVJ,Male,19,Yes,No,Yes,No,0,United States,California,Suisun City,94585,"38.197907, -122.017258",38.197907,-122.017258,"39,279",Q3,Yes,1,72,Offer A,Yes,21.72,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.7,1492.1,0,0,1563.84,3055.94,3,Stayed,No,0,55,6317,,,Yes
3234-VKACU,Male,21,Yes,No,No,No,0,United States,California,Sunol,94586,"37.587494, -121.862856",37.587494,-121.862856,790,Q3,No,0,2,,Yes,23.52,No,Yes,DSL,48,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,70.3,132.4,0,0,47.04,179.44,3,Joined,No,0,27,4799,,,No
8120-JDCAM,Male,42,No,No,Yes,Yes,1,United States,California,Vallejo,94589,"38.161321, -122.271588",38.161321,-122.271588,"42,209",Q3,Yes,1,4,,Yes,37.23,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.55,284.9,0,0,148.92,433.82,4,Stayed,No,0,44,3708,,,Yes
8917-FAEMR,Female,28,Yes,No,No,No,0,United States,California,Vallejo,94590,"38.104705, -122.247387",38.104705,-122.247387,"37,218",Q3,No,0,37,,Yes,26.49,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,784.25,0,0,980.13,1764.38,3,Stayed,No,0,27,3408,,,No
7047-YXDMZ,Male,59,No,No,No,No,0,United States,California,Vallejo,94591,"38.105733, -122.186338",38.105733,-122.186338,"51,665",Q3,No,0,21,Offer D,Yes,34.39,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20,417.7,0,0,722.19,1139.89,3,Stayed,No,0,47,2366,,,No
0929-HYQEW,Male,20,Yes,No,No,No,0,United States,California,Oakland,94601,"37.776523, -122.219268",37.776523,-122.219268,"54,876",Q3,No,0,3,,Yes,17.42,No,Yes,DSL,59,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.15,160.85,0,0,52.26,213.11,3,Joined,No,0,23,2085,,,No
6614-YOLAC,Female,31,No,No,Yes,No,0,United States,California,Oakland,94602,"37.803883, -122.208417",37.803883,-122.208417,"28,900",Q3,Yes,3,71,Offer A,No,0,No,Yes,Cable,8,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,58.65,4145.25,0,0,0,4145.25,4,Stayed,No,0,48,4151,,,Yes
7426-RHZGU,Male,41,No,No,No,No,0,United States,California,Oakland,94603,"37.739113, -122.175602",37.739113,-122.175602,"31,392",Q3,No,0,9,,Yes,30.8,No,Yes,Fiber Optic,3,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.9,827.45,0,0,277.2,1104.65,3,Stayed,No,0,66,5017,,,No
4065-JJAVA,Female,56,No,No,No,No,0,United States,California,Oakland,94605,"37.758019, -122.138678",37.758019,-122.138678,"42,854",Q3,No,0,1,,Yes,16.99,No,Yes,DSL,8,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,49.5,49.5,0,30,16.99,96.49,4,Joined,No,0,59,5262,,,No
7649-SIJJF,Male,36,No,No,Yes,No,0,United States,California,Emeryville,94608,"37.83726, -122.287648",37.83726,-122.287648,"24,589",Q3,Yes,5,71,Offer A,Yes,10.97,Yes,Yes,DSL,20,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,80.1,5585.4,0,0,778.87,6364.27,3,Stayed,No,0,37,6045,,,Yes
9361-YNQWJ,Female,36,No,No,No,No,0,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,"21,097",Q3,No,0,64,Offer B,Yes,15.93,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.4,1601.2,0,0,1019.52,2620.72,5,Stayed,No,0,24,5887,,,No
3748-FVMZZ,Male,33,No,No,No,No,0,United States,California,Oakland,94610,"37.808731, -122.238708",37.808731,-122.238708,"29,964",Q3,No,0,4,,No,0,No,Yes,DSL,13,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,40.05,162.45,0,0,0,162.45,4,Stayed,No,0,57,2664,,,No
9391-TTOYH,Female,33,No,No,No,No,0,United States,California,Oakland,94611,"37.828416, -122.216005",37.828416,-122.216005,"36,517",Q3,No,0,23,Offer D,Yes,13.98,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.5,470.2,0,0,321.54,791.74,4,Stayed,No,0,42,5652,,,No
1452-XRSJV,Female,59,No,No,Yes,Yes,2,United States,California,Oakland,94612,"37.809014, -122.269739",37.809014,-122.269739,"11,702",Q3,Yes,3,39,,Yes,15.06,No,Yes,DSL,11,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,51.05,2066,0,0,587.34,2653.34,3,Stayed,No,0,63,3154,,,Yes
3422-WJOYD,Male,27,Yes,No,Yes,No,0,United States,California,Oakland,94618,"37.84551, -122.235181",37.84551,-122.235181,"15,438",Q3,Yes,1,28,,Yes,33.63,No,Yes,DSL,48,Yes,No,No,Yes,No,No,No,No,One Year,No,Credit Card,54.35,1426.45,0,30,941.64,2398.09,5,Stayed,No,0,70,5105,,,Yes
7147-AYBAA,Male,62,No,No,No,No,0,United States,California,Berkeley,94702,"37.866009, -122.286228",37.866009,-122.286228,"15,638",Q3,No,0,37,,Yes,28.84,No,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.35,2552.9,0,0,1067.08,3619.98,3,Stayed,No,0,32,5402,,,No
6732-FZUGP,Female,30,No,No,No,No,0,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,"12,448",Q3,No,0,47,Offer B,Yes,40.25,Yes,Yes,Fiber Optic,69,Yes,No,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,94.9,4615.25,0,0,1891.75,6507,4,Stayed,No,0,52,4510,,,No
8329-GWVPJ,Female,39,No,No,Yes,Yes,3,United States,California,Berkeley,94708,"37.897743, -122.263124",37.897743,-122.263124,"10,737",Q3,Yes,8,50,Offer B,Yes,10.21,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.75,3557.7,0,0,510.5,4068.2,5,Stayed,No,0,64,4539,,,Yes
1352-VHKAJ,Male,30,No,No,Yes,Yes,2,United States,California,Berkeley,94709,"37.878554, -122.26609",37.878554,-122.26609,"10,147",Q3,Yes,1,27,,Yes,13.55,Yes,Yes,Cable,59,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,71.6,1957.1,0,140,365.85,2462.95,5,Stayed,No,0,52,3773,,,Yes
2632-TACXW,Female,49,No,No,Yes,No,0,United States,California,Richmond,94801,"37.945288, -122.383941",37.945288,-122.383941,"28,450",Q3,Yes,4,62,,Yes,8.91,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,23.65,1416.75,0,0,552.42,1969.17,4,Stayed,No,0,21,4671,,,Yes
8146-QQKZH,Female,25,Yes,No,Yes,No,0,United States,California,El Sobrante,94803,"37.963995, -122.288296",37.963995,-122.288296,"25,399",Q3,Yes,4,71,Offer A,Yes,6.23,No,Yes,DSL,58,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,81.85,5924.4,0,0,442.33,6366.73,4,Stayed,No,0,78,4090,,,Yes
1767-CJKBA,Male,39,No,No,No,No,0,United States,California,Richmond,94804,"37.921034, -122.341798",37.921034,-122.341798,"39,089",Q3,No,0,66,Offer A,Yes,49.13,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.1,1697.7,0,0,3242.58,4940.28,4,Stayed,No,0,48,6025,,,No
6445-TNRXS,Male,61,No,No,Yes,Yes,1,United States,California,Richmond,94805,"37.941456, -122.320968",37.941456,-122.320968,"13,984",Q3,Yes,5,68,Offer A,Yes,32.59,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114.7,7849.85,0,0,2216.12,10065.97,3,Stayed,No,0,59,5671,,,Yes
4581-LNWUM,Female,47,No,No,No,No,0,United States,California,San Pablo,94806,"37.980269, -122.342635",37.980269,-122.342635,"55,720",Q3,No,0,13,Offer D,No,0,No,Yes,DSL,27,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,49.15,649.4,0,0,0,649.4,3,Stayed,No,0,78,3000,,,No
4869-EPIUS,Male,37,No,No,Yes,No,0,United States,California,San Rafael,94901,"37.972662, -122.491452",37.972662,-122.491452,"40,239",Q3,Yes,3,56,,Yes,46.18,No,Yes,Fiber Optic,24,No,No,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,80.9,4557.5,0,0,2586.08,7143.58,5,Stayed,No,0,56,5344,,,Yes
1915-OAKWD,Female,56,No,No,No,No,0,United States,California,Belvedere Tiburon,94920,"37.885629, -122.46858",37.885629,-122.46858,"13,065",Q3,No,0,16,Offer D,Yes,44.05,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.3,360.35,0,0,704.8,1065.15,3,Stayed,No,0,48,2870,,,No
7296-PIXQY,Female,60,No,No,Yes,Yes,2,United States,California,Bodega,94922,"38.343282, -122.9755",38.343282,-122.9755,584,Q3,No,0,14,Offer D,Yes,23,No,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.2,1046.5,0,0,322,1368.5,4,Stayed,No,0,25,5819,,,Yes
3354-OADJP,Female,37,No,No,No,No,0,United States,California,Bolinas,94924,"37.943087, -122.72379",37.943087,-122.72379,"1,573",Q3,No,0,8,,Yes,42.78,No,Yes,DSL,27,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,54.25,447.75,0,0,342.24,789.99,3,Stayed,No,0,69,2237,,,No
3524-WQDSG,Female,29,Yes,No,Yes,Yes,2,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,"9,038",Q3,Yes,8,43,,Yes,5.25,Yes,Yes,Fiber Optic,59,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.3,4209.95,0,0,225.75,4435.7,3,Stayed,No,0,73,3280,,,Yes
0810-DHDBD,Female,31,No,No,No,No,0,United States,California,Rohnert Park,94928,"38.34719, -122.697822",38.34719,-122.697822,"42,544",Q3,No,0,52,,Yes,21.38,Yes,Yes,Cable,21,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Credit Card,74,3877.65,0,0,1111.76,4989.41,3,Stayed,No,0,39,5806,,,No
4026-SKKHW,Male,35,No,No,No,No,0,United States,California,Dillon Beach,94929,"38.24458, -122.956268",38.24458,-122.956268,330,Q3,No,0,3,,Yes,28.19,No,Yes,Cable,21,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.25,152.3,0,0,84.57,236.87,3,Joined,No,0,76,2166,,,No
2829-HYVZP,Male,42,No,No,No,No,0,United States,California,Fairfax,94930,"37.971751, -122.611873",37.971751,-122.611873,"8,486",Q3,No,0,29,,Yes,46.12,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.8,572.2,0,0,1337.48,1909.68,4,Stayed,No,0,69,5696,,,No
3845-JHAMY,Female,48,No,No,Yes,Yes,3,United States,California,Inverness,94937,"38.099323, -122.945723",38.099323,-122.945723,"1,004",Q3,Yes,1,16,Offer D,No,0,No,Yes,Cable,53,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,35.5,552.7,0,80,0,632.7,5,Stayed,No,0,25,2069,,,Yes
7013-PSXHK,Female,41,No,No,No,No,0,United States,California,Lagunitas,94938,"38.021772, -122.691744",38.021772,-122.691744,821,Q3,No,0,40,,Yes,33.83,Yes,Yes,DSL,19,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,80.75,3208.65,0,0,1353.2,4561.85,4,Stayed,No,0,27,2047,,,No
3486-NPGST,Female,47,No,No,No,No,0,United States,California,Mill Valley,94941,"37.901371, -122.572024",37.901371,-122.572024,"28,727",Q3,No,0,36,,Yes,41.33,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.55,620.75,0,0,1487.88,2108.63,5,Stayed,No,0,47,2691,,,No
6100-FJZDG,Male,49,No,No,Yes,No,0,United States,California,Olema,94950,"38.052209, -122.775567",38.052209,-122.775567,248,Q3,Yes,10,26,,Yes,45.28,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.05,505.9,0,0,1177.28,1683.18,5,Stayed,No,0,29,2403,,,Yes
1730-VFMWO,Female,33,No,No,Yes,No,0,United States,California,Petaluma,94952,"38.237018, -122.77872",38.237018,-122.77872,"31,930",Q3,Yes,6,34,,Yes,40.67,No,Yes,DSL,7,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.2,1815.3,0,0,1382.78,3198.08,5,Stayed,No,0,54,4352,,,Yes
7143-BQIBA,Male,32,No,No,No,No,0,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,"35,419",Q3,No,0,10,Offer D,Yes,7.65,No,Yes,DSL,17,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,62.25,612.95,0,0,76.5,689.45,3,Stayed,No,0,76,3415,,,No
3800-LYTRK,Female,52,No,No,No,No,0,United States,California,Point Reyes Station,94956,"38.060264, -122.830646",38.060264,-122.830646,"1,885",Q3,No,0,14,,Yes,27.68,No,Yes,DSL,26,Yes,No,No,Yes,No,No,No,No,One Year,No,Credit Card,55.7,795.15,0,100,387.52,1282.67,4,Stayed,No,0,57,4978,,,No
9646-NMHXE,Male,63,No,No,Yes,No,0,United States,California,San Geronimo,94963,"38.00474, -122.663717",38.00474,-122.663717,548,Q3,Yes,7,47,,Yes,6.54,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,973.1,0,0,307.38,1280.48,5,Stayed,No,0,77,2021,,,Yes
7030-NJVDP,Male,36,No,No,Yes,No,0,United States,California,San Quentin,94964,"37.942551, -122.491642",37.942551,-122.491642,"6,448",Q3,Yes,2,24,,Yes,10.23,No,Yes,Fiber Optic,8,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.25,2210.2,0,0,245.52,2455.72,3,Stayed,No,0,77,5436,,,Yes
7771-ZONAT,Male,62,No,No,No,No,0,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,"1,449",Q3,No,0,22,,No,0,No,Yes,DSL,19,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,56.75,1304.85,0,0,0,1304.85,4,Stayed,No,0,55,4574,,,No
2111-DWYHN,Male,31,No,No,No,No,0,United States,California,Aptos,95003,"37.013471, -121.877877",37.013471,-121.877877,"24,227",Q3,No,0,1,,Yes,18.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,21.1,21.1,0,0,18.81,39.91,5,Joined,No,0,52,2810,,,No
4194-WHFCB,Female,35,No,No,Yes,Yes,5,United States,California,Aromas,95004,"36.878364, -121.629781",36.878364,-121.629781,"3,373",Q3,Yes,2,59,,Yes,48.07,Yes,Yes,Fiber Optic,53,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.65,5580.8,0,0,2836.13,8416.93,3,Stayed,No,0,52,5266,,,Yes
4121-AGSIN,Female,44,No,No,Yes,No,0,United States,California,Ben Lomond,95005,"37.078873, -122.090386",37.078873,-122.090386,"6,407",Q3,Yes,9,58,,Yes,36.45,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,24.5,1497.9,9.22,0,2114.1,3602.78,4,Stayed,No,0,47,4455,,,Yes
0455-XFASS,Female,61,No,No,Yes,Yes,2,United States,California,Campbell,95008,"37.279689, -121.954567",37.279689,-121.954567,"44,976",Q3,Yes,3,3,,Yes,1.67,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.55,200.2,33.8,0,5.01,171.41,3,Joined,No,0,59,5998,,,Yes
0301-KOBTQ,Male,50,No,No,No,No,0,United States,California,Capitola,95010,"36.977025, -121.952864",36.977025,-121.952864,"9,673",Q3,No,0,32,,Yes,14.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.05,614.45,9.73,0,477.12,1081.84,5,Stayed,No,0,20,3398,,,No
4367-NUYAO,Male,39,No,No,Yes,Yes,1,United States,California,Cupertino,95014,"37.306612, -122.080621",37.306612,-122.080621,"54,431",Q3,Yes,5,10,,Yes,22.83,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.75,257.5,0,0,228.3,485.8,5,Stayed,No,0,48,4950,,,Yes
9170-ARBTB,Female,41,No,No,Yes,No,0,United States,California,Felton,95018,"37.089111, -122.062213",37.089111,-122.062213,"8,728",Q3,No,0,52,,Yes,8.25,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.6,1012.4,46.07,0,429,1395.33,3,Stayed,No,0,37,4848,,,Yes
7241-AJHFS,Male,53,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,32,,Yes,6.2,Yes,Yes,Fiber Optic,25,Yes,No,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,87.65,2766.4,47.87,150,198.4,3066.93,3,Stayed,No,0,66,2426,,,No
4546-FOKWR,Female,35,No,No,No,No,0,United States,California,Los Gatos,95032,"37.233034, -121.947427",37.233034,-121.947427,"24,443",Q3,No,0,16,,Yes,13.04,Yes,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.75,1129.35,39.99,0,208.64,1298,5,Stayed,No,0,27,3574,,,No
9036-CSKBW,Female,62,No,No,No,No,0,United States,California,Los Gatos,95033,"37.160194, -121.945611",37.160194,-121.945611,"10,172",Q3,No,0,51,,Yes,7.54,Yes,Yes,Fiber Optic,6,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,107.45,5680.9,14.76,0,384.54,6050.68,3,Stayed,No,0,24,5446,,,No
5832-TRLPB,Male,30,No,No,No,No,0,United States,California,Milpitas,95035,"37.441931, -121.878502",37.441931,-121.878502,"62,848",Q3,No,0,29,,Yes,3.69,No,Yes,Cable,27,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,75.35,2243.9,2.24,0,107.01,2348.67,3,Stayed,No,0,77,4422,,,No
8590-YFFQO,Male,24,Yes,No,Yes,No,0,United States,California,Morgan Hill,95037,"37.161544, -121.649371",37.161544,-121.649371,"41,707",Q3,Yes,1,70,Offer A,Yes,1.63,No,Yes,DSL,41,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,64.95,4523.25,42.89,0,114.1,4594.46,3,Stayed,No,0,78,5669,,,Yes
8659-IOOPU,Female,25,Yes,No,Yes,Yes,2,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,899,Q3,Yes,4,71,Offer A,Yes,32.16,Yes,Yes,Fiber Optic,59,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,100.45,7159.7,16.12,0,2283.36,9426.94,3,Stayed,No,0,34,6171,,,Yes
1338-CECEE,Male,28,Yes,No,Yes,No,0,United States,California,Mount Hermon,95041,"37.051166, -122.056194",37.051166,-122.056194,77,Q3,Yes,4,41,,Yes,13.58,Yes,Yes,DSL,51,No,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,68.5,2839.95,38.37,0,556.78,3358.36,4,Stayed,No,0,54,3877,,,Yes
7439-DKZTW,Male,49,No,No,No,No,0,United States,California,Paicines,95043,"36.525703, -120.952122",36.525703,-120.952122,813,Q3,No,0,1,,Yes,5.93,No,Yes,Fiber Optic,19,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.55,80.55,0,60,5.93,146.48,4,Joined,No,0,21,3154,,,No
4646-QZXTF,Female,38,No,No,Yes,No,0,United States,California,San Juan Bautista,95045,"36.810568, -121.503022",36.810568,-121.503022,"3,402",Q3,Yes,4,7,,Yes,12.16,No,Yes,DSL,9,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,81.25,580.1,47.36,0,85.12,617.86,3,Stayed,No,0,57,5928,,,Yes
9742-XOKTS,Male,60,No,No,Yes,Yes,1,United States,California,Santa Clara,95050,"37.351214, -121.952417",37.351214,-121.952417,"36,349",Q3,Yes,10,67,Offer A,Yes,18.29,Yes,Yes,Fiber Optic,11,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,89.55,6038.55,33.76,0,1225.43,7230.22,3,Stayed,No,0,69,6194,,,Yes
6921-OZMFH,Male,38,No,No,Yes,Yes,1,United States,California,Santa Clara,95051,"37.348129, -121.98469",37.348129,-121.98469,"52,986",Q3,Yes,3,5,,Yes,18.97,Yes,Yes,Cable,12,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.7,259.4,0,0,94.85,354.25,3,Stayed,No,0,46,3598,,,Yes
9578-FOMUK,Male,53,No,No,No,Yes,3,United States,California,Santa Clara,95054,"37.393554, -121.965114",37.393554,-121.965114,"13,031",Q3,No,0,15,,Yes,32.54,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,24.8,324.15,12.8,0,488.1,799.45,3,Stayed,No,0,57,3965,,,No
4712-UYOOI,Female,21,Yes,No,Yes,Yes,3,United States,California,Santa Cruz,95060,"36.993451, -122.098858",36.993451,-122.098858,"43,192",Q3,Yes,4,20,,Yes,38.6,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20,417.65,9.73,0,772,1179.92,3,Stayed,No,0,70,3402,,,Yes
7722-CVFXN,Male,50,No,No,Yes,Yes,3,United States,California,Santa Cruz,95064,"37.007882, -122.065975",37.007882,-122.065975,"4,563",Q3,Yes,9,54,,Yes,7.25,Yes,Yes,Fiber Optic,57,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.2,5637.85,23.01,0,391.5,6006.34,5,Stayed,No,0,68,5546,,,Yes
8717-VCTXJ,Male,32,No,No,No,No,0,United States,California,Santa Cruz,95065,"37.031404, -121.981865",37.031404,-121.981865,"8,365",Q3,No,0,42,,Yes,48.41,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.55,839.4,12.16,0,2033.22,2860.46,3,Stayed,No,0,43,5293,,,No
7363-QTBIW,Female,24,Yes,No,Yes,No,0,United States,California,Scotts Valley,95066,"37.070177, -122.010077",37.070177,-122.010077,"14,574",Q3,Yes,3,9,,Yes,6.78,No,Yes,Fiber Optic,59,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.75,769.1,0,0,61.02,830.12,5,Stayed,No,0,62,4654,,,Yes
4159-NAAIX,Female,24,Yes,No,No,No,0,United States,California,Saratoga,95070,"37.257772, -122.051824",37.257772,-122.051824,"30,589",Q3,No,0,63,,Yes,37.76,Yes,Yes,Fiber Optic,48,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,97.45,6253,0,0,2378.88,8631.88,3,Stayed,No,0,67,4769,,,No
0971-QIFJK,Female,57,No,No,Yes,No,0,United States,California,Soquel,95073,"37.023669, -121.946461",37.023669,-121.946461,"9,823",Q3,Yes,10,69,Offer A,Yes,39.78,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.25,1641.8,45.75,0,2744.82,4340.87,3,Stayed,No,0,21,4884,,,Yes
9397-TZSHA,Female,24,Yes,No,No,No,0,United States,California,Watsonville,95076,"36.931654, -121.752383",36.931654,-121.752383,"81,141",Q3,No,0,69,Offer A,Yes,36.5,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.6,1678.05,28.42,0,2518.5,4168.13,5,Stayed,No,0,66,5294,,,No
3391-JSQEW,Male,32,No,No,Yes,No,0,United States,California,San Jose,95110,"37.34667, -121.910019",37.34667,-121.910019,"18,197",Q3,Yes,7,40,,Yes,24.3,No,Yes,DSL,28,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.15,2058.5,37.03,0,972,2993.47,4,Stayed,No,0,71,2454,,,Yes
0343-QLUZP,Male,38,No,No,No,No,0,United States,California,San Jose,95111,"37.284265, -121.827673",37.284265,-121.827673,"57,748",Q3,No,0,60,Offer B,No,0,No,Yes,DSL,25,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,39.6,2424.5,38.46,0,0,2386.04,3,Stayed,No,0,32,5544,,,No
3312-UUMZW,Male,33,No,No,Yes,No,0,United States,California,San Jose,95117,"37.311088, -121.961786",37.311088,-121.961786,"29,914",Q3,Yes,3,32,,Yes,47.89,Yes,Yes,Fiber Optic,9,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,98.85,3145.9,0,0,1532.48,4678.38,4,Stayed,No,0,61,3981,,,Yes
1271-UODNO,Male,60,No,No,No,No,0,United States,California,San Jose,95118,"37.255479, -121.889838",37.255479,-121.889838,"31,926",Q3,No,0,39,,Yes,5.4,Yes,Yes,DSL,16,No,No,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,53.85,2200.7,46.66,0,210.6,2364.64,3,Stayed,No,0,79,2380,,,No
8461-EFQYM,Female,36,No,No,No,No,0,United States,California,San Jose,95119,"37.233226, -121.78809",37.233226,-121.78809,"10,155",Q3,No,0,38,,Yes,46.18,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.25,914.4,35.61,0,1754.84,2633.63,3,Stayed,No,0,23,2997,,,No
6900-RBKER,Male,32,No,No,No,No,0,United States,California,San Jose,95120,"37.186141, -121.843554",37.186141,-121.843554,"37,090",Q3,No,0,52,Offer B,Yes,15.1,Yes,Yes,Fiber Optic,17,No,No,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,89.45,4577.75,18.89,0,785.2,5344.06,3,Stayed,No,0,35,5386,,,No
6891-JPYFF,Female,57,No,No,Yes,Yes,3,United States,California,San Jose,95121,"37.304681, -121.809955",37.304681,-121.809955,"37,127",Q3,Yes,1,48,Offer B,Yes,30.41,Yes,Yes,Fiber Optic,53,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,105.25,4997.5,1.66,0,1459.68,6455.52,3,Stayed,No,0,79,4275,,,Yes
1459-QNFQT,Male,21,Yes,No,Yes,No,0,United States,California,San Jose,95122,"37.32886, -121.834567",37.32886,-121.834567,"59,841",Q3,Yes,7,70,Offer A,No,0,No,Yes,DSL,30,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,59.5,4144.8,23.72,0,0,4121.08,4,Stayed,No,0,27,4031,,,Yes
1047-NNCBF,Male,56,No,No,No,No,0,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,"59,632",Q3,No,0,20,,Yes,3.8,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,70.55,1493.55,17.6,0,76,1551.95,3,Stayed,No,0,59,5790,,,No
3696-XRIEN,Female,59,No,No,No,No,0,United States,California,San Jose,95124,"37.257063, -121.923037",37.257063,-121.923037,"45,257",Q3,No,0,50,Offer B,Yes,21.25,Yes,Yes,DSL,2,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,82.5,4179.1,21.35,0,1062.5,5220.25,4,Stayed,No,0,71,5258,,,No
0074-HDKDG,Male,46,No,No,Yes,No,0,United States,California,San Jose,95126,"37.327069, -121.916819",37.327069,-121.916819,"27,023",Q3,Yes,5,25,,Yes,6.45,No,Yes,Cable,19,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,61.6,1611,44.9,0,161.25,1727.35,3,Stayed,No,0,66,3807,,,Yes
8791-GFXLZ,Male,58,No,No,No,No,0,United States,California,San Jose,95127,"37.375156, -121.795867",37.375156,-121.795867,"60,620",Q3,No,0,12,,Yes,44.78,No,Yes,DSL,12,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.05,593.05,29.32,0,537.36,1101.09,5,Stayed,No,0,70,4244,,,No
9330-DHBFL,Female,29,Yes,No,Yes,No,0,United States,California,San Jose,95130,"37.277592, -121.986477",37.277592,-121.986477,"13,481",Q3,Yes,4,23,,Yes,11.4,No,Yes,DSL,58,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,66.25,1533.8,23.92,0,262.2,1772.08,4,Stayed,No,0,22,2072,,,Yes
0098-BOWSO,Male,26,Yes,No,No,No,0,United States,California,San Jose,95131,"37.387027, -121.897775",37.387027,-121.897775,"26,389",Q3,No,0,27,,Yes,20.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.4,529.8,0,0,557.82,1087.62,5,Stayed,No,0,39,3792,,,No
5859-HZYLF,Male,45,No,No,Yes,Yes,2,United States,California,San Jose,95133,"37.371862, -121.860349",37.371862,-121.860349,"26,032",Q3,Yes,9,26,,Yes,43.84,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.15,515.75,0,0,1139.84,1655.59,5,Stayed,No,0,58,4347,,,Yes
3156-QLHBO,Male,58,No,No,No,Yes,1,United States,California,San Jose,95136,"37.270938, -121.851046",37.270938,-121.851046,"36,944",Q3,No,0,2,,Yes,21.18,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.25,48.35,0,0,42.36,90.71,3,Joined,No,0,45,4725,,,No
2208-NQBCT,Female,23,Yes,No,Yes,Yes,3,United States,California,San Jose,95138,"37.246064, -121.749494",37.246064,-121.749494,"14,792",Q3,Yes,10,26,,Yes,42.95,No,Yes,Fiber Optic,27,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,81.95,2070.05,0,0,1116.7,3186.75,3,Stayed,No,0,72,2817,,,Yes
6621-NRZAK,Female,40,No,No,Yes,Yes,2,United States,California,Mount Hamilton,95140,"37.382909, -121.634151",37.382909,-121.634151,38,Q3,Yes,7,63,Offer B,Yes,46.9,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,1209.25,0,0,2954.7,4163.95,5,Stayed,No,0,56,5975,,,Yes
0831-JNISG,Male,52,No,No,Yes,Yes,2,United States,California,San Jose,95148,"37.339533, -121.777179",37.339533,-121.777179,"44,103",Q3,Yes,9,71,Offer A,Yes,23.34,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.8,1396.25,0,0,1657.14,3053.39,4,Stayed,No,0,20,5406,,,Yes
0774-IFUVM,Male,19,Yes,No,Yes,Yes,2,United States,California,Stockton,95202,"37.959706, -121.287669",37.959706,-121.287669,"7,071",Q3,Yes,7,11,,Yes,16.71,Yes,Yes,DSL,59,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,65.15,723.35,0,0,183.81,907.16,3,Stayed,No,0,42,5942,,,Yes
9553-DLCLU,Female,30,No,No,No,No,0,United States,California,Stockton,95204,"37.974498, -121.319568",37.974498,-121.319568,"30,476",Q3,No,0,13,,Yes,37.03,Yes,Yes,DSL,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,88.95,1161.75,0,0,481.39,1643.14,3,Stayed,No,0,27,5407,,,No
1641-BYBTK,Male,38,No,No,No,Yes,2,United States,California,Stockton,95205,"37.965695, -121.260051",37.965695,-121.260051,"34,138",Q3,No,0,6,,Yes,16.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.2,98.35,0,0,101.46,199.81,4,Stayed,No,0,75,3478,,,No
2446-ZKVAF,Male,19,Yes,No,Yes,No,0,United States,California,Stockton,95207,"38.002125, -121.324979",38.002125,-121.324979,"49,965",Q3,Yes,5,18,,Yes,1.28,Yes,Yes,DSL,30,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,56.8,1074.65,0,0,23.04,1097.69,5,Stayed,No,0,59,5558,,,Yes
3522-CDKHF,Female,21,Yes,No,Yes,No,0,United States,California,Stockton,95210,"38.033219, -121.297433",38.033219,-121.297433,"40,611",Q3,Yes,6,32,Offer C,Yes,19.3,No,Yes,Fiber Optic,47,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.5,2324.7,0,0,617.6,2942.3,3,Stayed,No,0,76,3131,,,Yes
1430-SFQSA,Male,46,No,No,No,No,0,United States,California,Stockton,95212,"38.049457, -121.21653",38.049457,-121.21653,"6,951",Q3,No,0,29,Offer C,No,0,No,Yes,DSL,8,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Mailed Check,35.6,1072.6,0,0,0,1072.6,4,Stayed,No,0,74,3898,,,No
0411-EZJZE,Female,62,No,No,No,No,0,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,"23,789",Q3,No,0,3,,Yes,20.1,Yes,Yes,DSL,29,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,60.25,170.5,0,70,60.3,300.8,4,Joined,No,0,31,4830,,,No
8807-ARQET,Female,59,No,No,No,No,0,United States,California,Angels Camp,95222,"38.071327, -120.632221",38.071327,-120.632221,"4,264",Q3,No,0,41,Offer B,No,0,No,Yes,Cable,21,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,40.35,1677.85,0,0,0,1677.85,5,Stayed,No,0,79,2454,,,No
8992-CEUEN,Female,59,No,No,No,No,0,United States,California,Arnold,95223,"38.32153, -120.236358",38.32153,-120.236358,"5,159",Q3,No,0,1,,Yes,7.8,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,18.85,18.85,0,0,7.8,26.65,4,Joined,No,0,37,5084,,,No
4320-QMLLA,Male,57,No,No,No,No,0,United States,California,Avery,95224,"38.208336, -120.339938",38.208336,-120.339938,115,Q3,No,0,7,,Yes,5.61,No,Yes,DSL,24,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Mailed Check,54.85,370.4,0,0,39.27,409.67,3,Stayed,No,0,20,3481,,,No
8777-PVYGU,Female,36,No,No,Yes,No,0,United States,California,Burson,95225,"38.183918, -120.898817",38.183918,-120.898817,27,Q3,No,0,52,Offer B,Yes,4.22,No,Yes,DSL,18,Yes,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Mailed Check,64.3,3410.6,0,0,219.44,3630.04,4,Stayed,No,0,73,4405,,,Yes
8292-ITGYJ,Female,48,No,No,Yes,Yes,1,United States,California,Campo Seco,95226,"38.233879, -120.861666",38.233879,-120.861666,75,Q3,Yes,7,45,Offer B,Yes,20.11,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.65,1138.8,0,0,904.95,2043.75,4,Stayed,No,0,67,3043,,,Yes
6870-ZWMNX,Male,55,No,No,Yes,No,0,United States,California,Clements,95227,"38.227285, -121.02789",38.227285,-121.02789,722,Q3,Yes,4,70,Offer A,Yes,33.37,Yes,Yes,DSL,9,No,Yes,Yes,Yes,Yes,No,No,No,Two Year,No,Credit Card,76.1,5264.25,0,110,2335.9,7710.15,4,Stayed,No,0,67,5115,,,Yes
0621-CXBKL,Female,62,No,No,No,No,0,United States,California,Copperopolis,95228,"37.943954, -120.67108",37.943954,-120.67108,"2,633",Q3,No,0,53,Offer B,Yes,10.32,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,18.7,1005.7,0,0,546.96,1552.66,5,Stayed,No,0,54,4116,,,No
5334-JLAXU,Female,44,No,No,Yes,No,0,United States,California,French Camp,95231,"37.873283, -121.292034",37.873283,-121.292034,"5,094",Q3,Yes,8,60,Offer B,Yes,15.54,Yes,Yes,Fiber Optic,19,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.1,5475.9,0,0,932.4,6408.3,3,Stayed,No,0,62,5267,,,Yes
9359-UGBTK,Female,63,No,No,No,No,0,United States,California,Lockeford,95237,"38.166791, -121.14207",38.166791,-121.14207,"3,205",Q3,No,0,67,,Yes,5.39,No,Yes,Cable,9,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,72.35,4991.5,0,0,361.13,5352.63,3,Stayed,No,0,50,4910,,,No
6479-OAUSD,Male,41,No,No,No,No,0,United States,California,Mokelumne Hill,95245,"38.304194, -120.592431",38.304194,-120.592431,"2,718",Q3,No,0,25,Offer C,Yes,7.17,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,510.8,0,0,179.25,690.05,3,Stayed,No,0,22,2130,,,No
7129-ACFOG,Female,56,No,No,No,No,0,United States,California,Mountain Ranch,95246,"38.264262, -120.515133",38.264262,-120.515133,"1,692",Q3,No,0,5,,Yes,49.4,Yes,Yes,Cable,22,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,53.8,283.95,0,10,247,540.95,4,Stayed,No,0,78,2182,,,No
4189-NAKJS,Male,29,Yes,No,No,No,0,United States,California,Murphys,95247,"38.147852, -120.440124",38.147852,-120.440124,"4,353",Q3,No,0,26,Offer C,Yes,24.67,Yes,Yes,Cable,59,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,51.55,1295.4,0,0,641.42,1936.82,3,Stayed,No,0,36,3130,,,No
5562-BETPV,Male,21,Yes,No,Yes,No,0,United States,California,San Andreas,95249,"38.196497, -120.61689",38.196497,-120.61689,"3,930",Q3,Yes,1,1,Offer E,Yes,23.41,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.65,19.65,0,0,23.41,43.06,3,Joined,No,0,53,2539,,,Yes
9127-FHJBZ,Male,60,No,No,Yes,Yes,3,United States,California,Vallecito,95251,"38.055562, -120.456298",38.055562,-120.456298,460,Q3,Yes,1,72,,Yes,32.47,Yes,Yes,Fiber Optic,76,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114,8093.15,0,0,2337.84,10430.99,3,Stayed,No,0,29,4558,,,Yes
6994-ORCWG,Female,33,No,No,No,No,0,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,435,Q3,No,0,14,Offer D,Yes,21.03,Yes,Yes,DSL,7,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Mailed Check,54.25,773.2,0,0,294.42,1067.62,5,Stayed,No,0,44,4423,,,No
1346-UFHAX,Female,59,No,No,No,No,0,United States,California,Woodbridge,95258,"38.169605, -121.310964",38.169605,-121.310964,"4,176",Q3,No,0,13,Offer D,Yes,33.69,Yes,Yes,Fiber Optic,15,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,80,1029.35,0,0,437.97,1467.32,3,Stayed,No,0,78,5577,,,No
2933-XEUJM,Female,56,No,No,No,No,0,United States,California,Ballico,95303,"37.4695, -120.672724",37.4695,-120.672724,809,Q3,No,0,46,Offer B,Yes,46.83,Yes,Yes,DSL,2,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Mailed Check,79.2,3593.8,0,0,2154.18,5747.98,4,Stayed,No,0,63,2007,,,No
4835-YSJMR,Male,59,No,No,No,No,0,United States,California,Ceres,95307,"37.553469, -120.952825",37.553469,-120.952825,"32,881",Q3,No,0,39,Offer C,Yes,3.93,No,Yes,DSL,15,No,No,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,49.8,1971.15,0,0,153.27,2124.42,4,Stayed,No,0,51,2202,,,No
3164-YAXFY,Male,56,No,No,No,No,0,United States,California,Coulterville,95311,"37.722127, -120.110174",37.722127,-120.110174,"2,271",Q3,No,0,57,Offer B,No,0,No,Yes,DSL,30,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,53.75,3196,0,0,0,3196,4,Stayed,No,0,58,5594,,,No
0887-WBJVH,Female,29,Yes,No,Yes,No,0,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,55,Q3,Yes,1,53,Offer B,Yes,38.35,No,Yes,Fiber Optic,82,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,93.45,4872.2,0,0,2032.55,6904.75,4,Stayed,No,0,20,4700,,,Yes
4660-IRIBM,Male,32,No,No,Yes,Yes,1,United States,California,Crows Landing,95313,"37.435664, -121.049056",37.435664,-121.049056,"1,508",Q3,Yes,1,18,Offer D,Yes,24.16,No,Yes,Fiber Optic,19,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,87.9,1500.5,0,0,434.88,1935.38,4,Stayed,No,0,33,5192,,,Yes
7670-ZBPOQ,Female,59,No,No,Yes,No,0,United States,California,Denair,95316,"37.524721, -120.757977",37.524721,-120.757977,"5,513",Q3,Yes,1,58,Offer B,Yes,26.36,Yes,Yes,DSL,8,Yes,No,No,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,61.05,3478.75,0,0,1528.88,5007.63,4,Stayed,No,0,46,4411,,,Yes
0080-OROZO,Female,38,No,No,No,No,0,United States,California,El Portal,95318,"37.654551, -119.822984",37.654551,-119.822984,579,Q3,No,0,35,Offer C,Yes,36.42,No,Yes,Fiber Optic,2,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.25,3532,0,0,1274.7,4806.7,3,Stayed,No,0,36,3244,,,No
3916-NRPAP,Male,21,Yes,No,No,No,0,United States,California,Escalon,95320,"37.818543, -121.006907",37.818543,-121.006907,"11,474",Q3,No,0,3,Offer E,Yes,29.84,No,Yes,Fiber Optic,30,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,85.7,256.75,0,0,89.52,346.27,5,Joined,No,0,33,5806,,,No
6807-SIWJI,Male,47,No,No,No,No,0,United States,California,Groveland,95321,"37.902968, -119.667544",37.902968,-119.667544,"3,680",Q3,No,0,38,Offer C,Yes,4.34,Yes,Yes,Fiber Optic,26,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.85,3887.25,0,0,164.92,4052.17,4,Stayed,No,0,35,2709,,,No
8221-HVAYI,Male,60,No,No,Yes,No,0,United States,California,Gustine,95322,"37.147198, -121.120161",37.147198,-121.120161,"7,872",Q3,No,0,35,Offer C,Yes,5.06,Yes,Yes,Cable,20,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,69.15,2490.15,0,0,177.1,2667.25,3,Stayed,No,0,61,3945,,,Yes
5232-NXPAY,Female,33,No,No,No,No,0,United States,California,Hilmar,95324,"37.394536, -120.890747",37.394536,-120.890747,"7,177",Q3,No,0,47,Offer B,Yes,3.47,No,Yes,DSL,12,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,74.45,3510.3,0,0,163.09,3673.39,3,Stayed,No,0,55,3459,,,No
8967-SZQAS,Female,25,Yes,No,No,No,0,United States,California,Hornitos,95325,"37.479926, -120.230424",37.479926,-120.230424,128,Q3,No,0,14,Offer D,Yes,39.22,No,Yes,DSL,48,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,50.45,765.45,0,140,549.08,1454.53,5,Stayed,No,0,48,3185,,,No
0455-ENTCR,Male,58,No,No,Yes,No,0,United States,California,Jamestown,95327,"37.84771, -120.486589",37.84771,-120.486589,"9,559",Q3,Yes,1,66,,Yes,42.85,Yes,Yes,DSL,21,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,85.25,5538.35,0,0,2828.1,8366.45,4,Stayed,No,0,38,5012,,,Yes
8944-AILEF,Male,26,Yes,No,Yes,No,0,United States,California,Keyes,95328,"37.555631, -120.911653",37.555631,-120.911653,"2,130",Q3,Yes,1,15,Offer D,Yes,39.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.45,340.85,0,0,597.6,938.45,5,Stayed,No,0,67,2483,,,Yes
5542-NKVRU,Female,24,Yes,No,No,No,0,United States,California,La Grange,95329,"37.666587, -120.411517",37.666587,-120.411517,"1,749",Q3,No,0,42,Offer B,Yes,18.31,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.75,844.45,0,0,769.02,1613.47,3,Stayed,No,0,57,2574,,,No
7126-RBHSD,Female,53,No,No,Yes,No,0,United States,California,Lathrop,95330,"37.80821, -121.308401",37.80821,-121.308401,"10,834",Q3,Yes,1,17,Offer D,Yes,21.15,Yes,Yes,Fiber Optic,4,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,78.9,1348.95,0,0,359.55,1708.5,3,Stayed,No,0,38,2362,,,Yes
5370-IIVVL,Male,26,Yes,No,No,No,0,United States,California,Le Grand,95333,"37.249377, -120.249581",37.249377,-120.249581,"3,256",Q3,No,0,37,Offer C,Yes,38.72,Yes,Yes,Fiber Optic,59,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.5,3778,0,0,1432.64,5210.64,3,Stayed,No,0,21,4812,,,No
6789-HJBWG,Female,20,Yes,No,No,No,0,United States,California,Livingston,95334,"37.361987, -120.748394",37.361987,-120.748394,"12,672",Q3,No,0,12,Offer D,Yes,17.14,No,Yes,DSL,48,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.4,611.65,0,90,205.68,907.33,3,Stayed,No,0,70,5007,,,No
9087-EYCPR,Female,63,No,No,No,No,0,United States,California,Manteca,95336,"37.830267, -121.201018",37.830267,-121.201018,"36,738",Q3,No,0,60,Offer B,Yes,39.41,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25,1505.05,0,0,2364.6,3869.65,3,Stayed,No,0,24,6355,,,No
6791-YBNAK,Male,26,Yes,No,Yes,Yes,2,United States,California,Manteca,95337,"37.750822, -121.238423",37.750822,-121.238423,"19,867",Q3,Yes,9,18,Offer D,No,0,No,Yes,DSL,52,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25.55,467.85,0,0,0,467.85,3,Stayed,No,0,28,4134,,,Yes
6077-BDPXA,Female,56,No,No,No,No,0,United States,California,Merced,95340,"37.255637, -120.493537",37.255637,-120.493537,"59,289",Q3,No,0,3,,Yes,5.63,No,Yes,Fiber Optic,15,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.15,194.2,0,0,16.89,211.09,3,Joined,No,0,26,2228,,,No
0013-MHZWF,Female,23,Yes,No,No,Yes,3,United States,California,Midpines,95345,"37.581496, -119.972762",37.581496,-119.972762,433,Q3,No,0,9,Offer E,Yes,16.77,No,Yes,Cable,73,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,69.4,571.45,0,0,150.93,722.38,3,Stayed,No,0,55,5108,,,No
8268-YDIXR,Male,45,No,No,Yes,No,0,United States,California,Merced,95348,"37.40122, -120.514191",37.40122,-120.514191,"23,100",Q3,Yes,1,56,Offer B,Yes,40.33,Yes,Yes,Fiber Optic,9,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,93.15,5253.95,0,0,2258.48,7512.43,3,Stayed,No,0,56,4778,,,Yes
4291-SHSBH,Male,25,Yes,No,No,No,0,United States,California,Modesto,95354,"37.639029, -120.964772",37.639029,-120.964772,"27,135",Q3,No,0,7,Offer E,Yes,8.95,No,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.55,521.35,0,0,62.65,584,3,Stayed,No,0,71,4704,,,No
6980-IMXXE,Female,28,Yes,No,Yes,Yes,2,United States,California,Modesto,95355,"37.672906, -120.946594",37.672906,-120.946594,"47,613",Q3,Yes,5,69,,Yes,42.49,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.2,1412.65,0,0,2931.81,4344.46,5,Stayed,No,0,34,5267,,,Yes
0040-HALCW,Male,42,No,No,Yes,Yes,3,United States,California,Modesto,95358,"37.612612, -121.108568",37.612612,-121.108568,"30,668",Q3,Yes,3,54,,Yes,19.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.4,1090.6,0,0,1063.8,2154.4,4,Stayed,No,0,60,6393,,,Yes
0784-GTUUK,Male,26,Yes,No,Yes,No,0,United States,California,Newman,95360,"37.343846, -121.039391",37.343846,-121.039391,"8,504",Q3,Yes,6,62,,Yes,32.28,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,23.75,1446.8,0,0,2001.36,3448.16,4,Stayed,No,0,66,4811,,,Yes
2294-DMMUS,Female,25,Yes,No,Yes,Yes,3,United States,California,Patterson,95363,"37.410236, -121.320337",37.410236,-121.320337,"15,536",Q3,Yes,9,62,,Yes,36.54,Yes,Yes,DSL,41,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,70.45,4300.45,0,0,2265.48,6565.93,5,Stayed,No,0,37,5057,,,Yes
0872-JCPIB,Male,47,No,No,No,No,0,United States,California,Pinecrest,95364,"38.224869, -119.755729",38.224869,-119.755729,235,Q3,No,0,17,Offer D,Yes,47.45,Yes,Yes,DSL,5,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,65.75,1111.2,0,0,806.65,1917.85,4,Stayed,No,0,63,3921,,,No
3055-MJDSB,Male,24,Yes,No,No,No,0,United States,California,Planada,95365,"37.329725, -120.306399",37.329725,-120.306399,"4,150",Q3,No,0,9,Offer E,No,0,No,Yes,DSL,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,24.6,190.1,0,0,0,190.1,5,Stayed,No,0,49,2323,,,No
9091-WTUUY,Male,30,No,No,Yes,No,0,United States,California,Ripon,95366,"37.750778, -121.13238",37.750778,-121.13238,"12,646",Q3,Yes,4,64,,Yes,25.74,No,Yes,DSL,51,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Mailed Check,69.25,4447.75,0,0,1647.36,6095.11,4,Stayed,No,0,25,4226,,,Yes
7115-IRDHS,Female,64,No,No,Yes,No,0,United States,California,Sonora,95370,"37.982716, -120.343732",37.982716,-120.343732,"25,340",Q3,Yes,3,72,,Yes,24.42,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.65,1830.05,0,0,1758.24,3588.29,5,Stayed,No,0,66,5065,,,Yes
8496-DMZUK,Male,62,No,No,No,No,0,United States,California,Soulsbyville,95372,"37.990574, -120.261821",37.990574,-120.261821,"1,519",Q3,No,0,30,Offer C,Yes,7.19,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,90.4,2820.65,0,0,215.7,3036.35,4,Stayed,No,0,78,3171,,,No
2040-VZIKE,Female,56,No,No,Yes,No,0,United States,California,Stevinson,95374,"37.316807, -120.855753",37.316807,-120.855753,"1,960",Q3,Yes,3,49,,Yes,44.81,Yes,Yes,Fiber Optic,10,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,100.85,4847.35,0,0,2195.69,7043.04,3,Stayed,No,0,53,5417,,,Yes
9068-VPWQQ,Male,21,Yes,No,Yes,No,0,United States,California,Tracy,95376,"37.680968, -121.446049",37.680968,-121.446049,"69,801",Q3,Yes,10,61,,Yes,28.8,Yes,Yes,Cable,52,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,75.35,4729.3,0,0,1756.8,6486.1,4,Stayed,No,0,35,6466,,,Yes
0178-SZBHO,Male,54,No,No,Yes,Yes,1,United States,California,Tuolumne,95379,"37.939768, -120.188002",37.939768,-120.188002,"3,979",Q3,Yes,7,47,,Yes,1.09,Yes,Yes,Fiber Optic,13,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,87.2,4017.45,0,0,51.23,4068.68,3,Stayed,No,0,76,3760,,,Yes
0384-RVBPI,Male,64,No,No,No,No,0,United States,California,Turlock,95380,"37.474396, -120.875917",37.474396,-120.875917,"40,545",Q3,No,0,20,Offer D,Yes,12.6,No,Yes,DSL,29,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,64.4,1398.6,0,0,252,1650.6,3,Stayed,No,0,80,2120,,,No
1299-AURJA,Female,43,No,No,Yes,Yes,2,United States,California,Twain Harte,95383,"38.107441, -120.230625",38.107441,-120.230625,"4,848",Q3,Yes,8,70,,Yes,30.33,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.7,1685.9,0,0,2123.1,3809,4,Stayed,No,0,59,5907,,,Yes
4525-VZCZG,Male,58,No,No,No,Yes,1,United States,California,Vernalis,95385,"37.609095, -121.263381",37.609095,-121.263381,274,Q3,No,0,54,,Yes,20.93,No,Yes,Fiber Optic,11,Yes,Yes,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,105.85,5826.65,0,10,1130.22,6966.87,4,Stayed,No,0,35,5915,,,No
2788-CJQAQ,Male,39,No,No,No,No,0,United States,California,Winton,95388,"37.421299, -120.599587",37.421299,-120.599587,"11,463",Q3,No,0,13,Offer D,Yes,22.31,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.45,270.2,0,0,290.03,560.23,5,Stayed,No,0,37,3799,,,No
0319-QZTCO,Female,25,Yes,No,Yes,Yes,2,United States,California,Santa Rosa,95401,"38.460517, -122.790335",38.460517,-122.790335,"36,125",Q3,Yes,9,3,Offer E,Yes,11.47,No,Yes,DSL,51,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,58.7,168.6,0,0,34.41,203.01,3,Joined,No,0,52,3654,,,Yes
2120-SMPEX,Male,43,No,No,No,No,0,United States,California,Santa Rosa,95403,"38.488431, -122.752839",38.488431,-122.752839,"40,270",Q3,No,0,25,Offer C,Yes,17.64,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.15,536.35,0,0,441,977.35,5,Stayed,No,0,58,3848,,,No
0096-FCPUF,Male,58,No,No,No,No,0,United States,California,Santa Rosa,95404,"38.526941, -122.709096",38.526941,-122.709096,"35,057",Q3,No,0,30,,Yes,2.64,Yes,Yes,DSL,15,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,64.5,1888.45,0,0,79.2,1967.65,3,Stayed,No,0,48,5039,,,No
0668-OGMHD,Female,20,Yes,No,Yes,No,0,United States,California,Santa Rosa,95405,"38.439696, -122.668817",38.439696,-122.668817,"22,250",Q3,Yes,8,21,Offer D,No,0,No,Yes,DSL,59,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,28.5,629.35,0,0,0,629.35,4,Stayed,No,0,77,3766,,,Yes
9408-HRXRK,Female,63,No,No,Yes,Yes,1,United States,California,Annapolis,95412,"38.731055, -123.316553",38.731055,-123.316553,747,Q3,Yes,9,45,,Yes,47.48,Yes,Yes,Fiber Optic,20,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.15,4730.9,0,0,2136.6,6867.5,4,Stayed,No,0,22,5915,,,Yes
5593-SUAOO,Female,60,No,No,Yes,Yes,3,United States,California,Boonville,95415,"39.025867, -123.381544",39.025867,-123.381544,"1,374",Q3,Yes,6,24,,Yes,41.45,Yes,Yes,Fiber Optic,53,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,83.15,2033.05,0,0,994.8,3027.85,5,Stayed,No,0,53,2404,,,Yes
6766-HFKLA,Female,60,No,No,Yes,No,0,United States,California,Cazadero,95421,"38.578807, -123.19338",38.578807,-123.19338,"1,575",Q3,Yes,10,56,,Yes,10.13,Yes,Yes,Fiber Optic,13,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,103.2,5744.35,0,0,567.28,6311.63,5,Stayed,No,0,34,4534,,,Yes
7617-EYGLW,Male,62,No,No,No,No,0,United States,California,Clearlake Oaks,95423,"39.07116, -122.598542",39.07116,-122.598542,"3,684",Q3,No,0,1,Offer E,Yes,46.59,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.45,19.45,0,0,46.59,66.04,3,Joined,No,0,64,5820,,,No
2226-ICFDO,Female,39,No,No,Yes,No,0,United States,California,Covelo,95428,"39.83307, -123.178765",39.83307,-123.178765,"2,296",Q3,Yes,9,72,,Yes,10.87,Yes,Yes,DSL,24,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,85.9,6110.75,0,0,782.64,6893.39,4,Stayed,No,0,72,6361,,,Yes
5529-GIBVH,Female,57,No,No,No,No,0,United States,California,Duncans Mills,95430,"38.445603, -123.063756",38.445603,-123.063756,187,Q3,No,0,47,,Yes,3.49,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,1046.2,0,0,164.03,1210.23,3,Stayed,No,0,74,2618,,,No
9992-UJOEL,Male,22,Yes,No,No,No,0,United States,California,Elk,95432,"39.108252, -123.645121",39.108252,-123.645121,383,Q3,No,0,2,Offer E,Yes,18.62,No,Yes,DSL,51,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.3,92.75,0,0,37.24,129.99,5,Joined,No,0,33,5870,,,No
4741-WWJQZ,Female,49,No,No,Yes,No,0,United States,California,Forestville,95436,"38.499302, -122.92444",38.499302,-122.92444,"6,216",Q3,No,0,2,Offer E,Yes,26.58,No,Yes,Fiber Optic,23,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.15,194.55,0,0,53.16,247.71,3,Joined,No,0,26,5251,,,Yes
6625-UTXEW,Female,26,Yes,No,Yes,No,0,United States,California,Fort Bragg,95437,"39.455555, -123.683979",39.455555,-123.683979,"14,417",Q3,Yes,1,12,Offer D,Yes,46.88,No,Yes,Cable,73,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.25,612.1,0,0,562.56,1174.66,3,Stayed,No,0,57,3097,,,Yes
6244-BESBM,Male,61,No,No,Yes,Yes,1,United States,California,Geyserville,95441,"38.731771, -123.064272",38.731771,-123.064272,"2,349",Q3,Yes,6,69,,Yes,12.02,No,Yes,Fiber Optic,30,No,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,95.2,6671.7,0,0,829.38,7501.08,4,Stayed,No,0,34,6166,,,Yes
2612-PHGOX,Male,47,No,No,Yes,No,0,United States,California,Graton,95444,"38.434362, -122.86891",38.434362,-122.86891,390,Q3,Yes,4,64,,Yes,6.59,Yes,Yes,Cable,20,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,76.1,4818.8,0,0,421.76,5240.56,4,Stayed,No,0,26,4222,,,Yes
8480-PPONV,Male,56,No,No,Yes,Yes,3,United States,California,Guerneville,95446,"38.52576, -123.013347",38.52576,-123.013347,"4,913",Q3,Yes,3,62,,Yes,40.66,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,115.55,7159.05,0,0,2520.92,9679.97,3,Stayed,No,0,25,6349,,,Yes
8780-IHCRN,Male,23,Yes,No,Yes,Yes,2,United States,California,Healdsburg,95448,"38.618347, -122.908422",38.618347,-122.908422,"17,979",Q3,Yes,5,63,,Yes,28.92,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.65,1574.5,0,0,1821.96,3396.46,4,Stayed,No,0,40,4392,,,Yes
4598-ZADCK,Female,34,No,No,No,No,0,United States,California,Hopland,95449,"38.93706, -123.118111",38.93706,-123.118111,"1,373",Q3,No,0,53,,No,0,No,Yes,DSL,25,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,53.6,2879.2,0,0,0,2879.2,3,Stayed,No,0,28,5183,,,No
1257-SXUXQ,Male,20,Yes,No,Yes,Yes,1,United States,California,Jenner,95450,"38.505995, -123.187019",38.505995,-123.187019,438,Q3,Yes,10,5,,Yes,8.04,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.45,86.05,0,0,40.2,126.25,3,Stayed,No,0,79,4573,,,Yes
7182-OVLBJ,Female,32,No,No,Yes,Yes,3,United States,California,Kenwood,95452,"38.419525, -122.521585",38.419525,-122.521585,"1,653",Q3,Yes,4,62,,Yes,28.64,Yes,Yes,Fiber Optic,52,Yes,No,No,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,101.15,6638.35,0,30,1775.68,8444.03,3,Stayed,No,0,36,5735,,,Yes
5095-ETBRJ,Female,28,Yes,No,Yes,No,0,United States,California,Lakeport,95453,"39.080469, -122.955176",39.080469,-122.955176,"11,180",Q3,Yes,5,55,,Yes,2.36,No,Yes,DSL,69,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,56.8,3112.05,0,0,129.8,3241.85,4,Stayed,No,0,33,4702,,,Yes
4821-WQOYN,Female,25,Yes,No,Yes,Yes,2,United States,California,Little River,95456,"39.245911, -123.77214",39.245911,-123.77214,882,Q3,Yes,6,72,,Yes,22.05,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.1,1326.25,0,0,1587.6,2913.85,4,Stayed,No,0,41,4603,,,Yes
4730-AWNAU,Male,59,No,No,Yes,No,0,United States,California,Lower Lake,95457,"38.925545, -122.549083",38.925545,-122.549083,"2,644",Q3,Yes,7,36,,No,0,No,Yes,DSL,24,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,60.7,2234.55,0,0,0,2234.55,3,Stayed,No,0,69,3671,,,Yes
3452-FLHYD,Male,47,No,No,Yes,No,0,United States,California,Lucerne,95458,"39.141934, -122.770679",39.141934,-122.770679,"3,002",Q3,Yes,3,25,,Yes,25.08,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.95,495.15,0,0,627,1122.15,4,Stayed,No,0,77,5682,,,Yes
9531-NSBMR,Female,44,No,No,No,No,0,United States,California,Mendocino,95460,"39.305545, -123.743697",39.305545,-123.743697,"2,229",Q3,No,0,36,,Yes,49.85,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.25,679.8,0,0,1794.6,2474.4,3,Stayed,No,0,79,4904,,,No
6260-ONULR,Male,55,No,No,No,No,0,United States,California,Middletown,95461,"38.787446, -122.58675",38.787446,-122.58675,"7,789",Q3,No,0,1,,Yes,42.19,No,Yes,Cable,29,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,62.8,62.8,0,0,42.19,104.99,5,Joined,No,0,36,2438,,,No
4389-UEFCZ,Female,25,Yes,No,Yes,No,0,United States,California,Monte Rio,95462,"38.471049, -123.015549",38.471049,-123.015549,"1,537",Q3,No,0,72,,Yes,21.96,Yes,Yes,Fiber Optic,59,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.5,7544,0,0,1581.12,9125.12,3,Stayed,No,0,62,5551,,,Yes
8711-LOBKY,Male,50,No,No,Yes,Yes,1,United States,California,Navarro,95463,"39.182916, -123.552571",39.182916,-123.552571,148,Q3,Yes,2,59,,Yes,41.19,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,1188.25,0,0,2430.21,3618.46,3,Stayed,No,0,59,6144,,,Yes
8985-OOPOS,Female,54,No,No,No,No,0,United States,California,Occidental,95465,"38.415003, -122.998726",38.415003,-122.998726,"1,880",Q3,No,0,1,,Yes,36.05,No,Yes,DSL,30,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,74.1,74.1,0,0,36.05,110.15,5,Joined,No,0,23,2900,,,No
8800-ZKRFW,Female,62,No,No,Yes,Yes,2,United States,California,Philo,95466,"39.094102, -123.500853",39.094102,-123.500853,"1,113",Q3,Yes,9,30,,Yes,24.56,Yes,Yes,Fiber Optic,18,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,107.5,3242.5,0,0,736.8,3979.3,4,Stayed,No,0,51,3094,,,Yes
2616-FLVQC,Male,42,No,No,No,No,0,United States,California,Point Arena,95468,"38.911299, -123.609588",38.911299,-123.609588,"1,352",Q3,No,0,64,,Yes,38.96,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,1240.15,0,0,2493.44,3733.59,3,Stayed,No,0,27,6036,,,No
9968-FFVVH,Male,20,Yes,No,No,No,0,United States,California,Potter Valley,95469,"39.408634, -123.045516",39.408634,-123.045516,"1,884",Q3,No,0,63,,Yes,38.37,Yes,Yes,Cable,59,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,68.8,4111.35,0,0,2417.31,6528.66,3,Stayed,No,0,40,5082,,,No
8390-FESFV,Female,60,No,No,No,No,0,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,"31,266",Q3,No,0,62,,Yes,6.05,Yes,Yes,DSL,22,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,84.5,5193.2,0,0,375.1,5568.3,4,Stayed,No,0,61,5466,,,No
3022-BEXHZ,Male,19,Yes,No,Yes,Yes,1,United States,California,Sonoma,95476,"38.25485, -122.461799",38.25485,-122.461799,"34,314",Q3,Yes,6,67,,Yes,40.96,Yes,Yes,Fiber Optic,47,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,111.2,7530.8,0,0,2744.32,10275.12,4,Stayed,No,0,71,6060,,,Yes
6248-TKCQV,Female,37,No,No,Yes,No,0,United States,California,Upper Lake,95485,"39.220368, -122.907693",39.220368,-122.907693,"2,344",Q3,Yes,5,70,,Yes,43.81,Yes,Yes,DSL,17,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.6,5460.2,0,0,3066.7,8526.9,3,Stayed,No,0,68,5880,,,Yes
6198-ZFIOJ,Female,50,No,No,No,No,0,United States,California,Willits,95490,"39.492046, -123.375818",39.492046,-123.375818,"13,472",Q3,No,0,5,,Yes,19.3,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,75.6,402.5,0,10,96.5,509,3,Stayed,No,0,27,3469,,,No
5989-OMNJE,Female,42,No,No,Yes,No,0,United States,California,Windsor,95492,"38.527297, -122.810044",38.527297,-122.810044,"23,701",Q3,Yes,6,24,,No,0,No,Yes,DSL,27,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,57.6,1367.75,0,0,0,1367.75,4,Stayed,No,0,70,5623,,,Yes
1291-CUOCY,Male,55,No,No,Yes,No,0,United States,California,Yorkville,95494,"38.888351, -123.239647",38.888351,-123.239647,335,Q3,Yes,7,72,,Yes,4.32,Yes,Yes,Fiber Optic,18,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.6,7962.2,0,0,311.04,8273.24,3,Stayed,No,0,64,5444,,,Yes
9795-SHUHB,Female,26,Yes,No,Yes,No,0,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,752,Q3,Yes,9,66,,Yes,24.27,No,Yes,Cable,59,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,58.2,3810.8,0,0,1601.82,5412.62,3,Stayed,No,0,79,5313,,,Yes
3230-IUALN,Female,41,No,No,Yes,No,0,United States,California,Eureka,95501,"40.796621, -124.15428",40.796621,-124.15428,"23,224",Q3,Yes,10,45,,Yes,26.01,No,Yes,Cable,29,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,81,3533.6,0,0,1170.45,4704.05,3,Stayed,No,0,56,2934,,,Yes
0042-RLHYP,Female,47,No,No,Yes,Yes,3,United States,California,Eureka,95503,"40.737431, -124.108897",40.737431,-124.108897,"23,570",Q3,Yes,5,69,,Yes,38.39,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.7,1396.9,0,0,2648.91,4045.81,5,Stayed,No,0,76,4131,,,Yes
4945-RVMTE,Female,57,No,No,No,No,0,United States,California,Blocksburg,95514,"40.309088, -123.668201",40.309088,-123.668201,199,Q3,No,0,28,,Yes,38.97,No,Yes,Cable,3,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.55,1646.45,0,0,1091.16,2737.61,3,Stayed,No,0,37,3354,,,No
1866-NXPSP,Female,48,No,No,No,No,0,United States,California,Arcata,95521,"40.839958, -124.003757",40.839958,-124.003757,"19,596",Q3,No,0,36,,Yes,32,No,Yes,Cable,23,Yes,Yes,Yes,Yes,No,Yes,Yes,No,One Year,Yes,Credit Card,75.55,2680.15,0,100,1152,3932.15,4,Stayed,No,0,22,3235,,,No
3941-XTSKM,Male,32,No,No,Yes,No,0,United States,California,Burnt Ranch,95527,"40.854512, -123.450097",40.854512,-123.450097,485,Q3,Yes,6,42,,No,0,No,Yes,DSL,26,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,45.1,2049.05,0,0,0,2049.05,4,Stayed,No,0,71,3844,,,Yes
1661-CZBAU,Male,50,No,No,No,No,0,United States,California,Carlotta,95528,"40.497283, -123.93037",40.497283,-123.93037,"1,072",Q3,No,0,48,Offer B,Yes,44.76,Yes,Yes,DSL,18,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,70.95,3629.2,0,0,2148.48,5777.68,3,Stayed,No,0,56,2667,,,No
5158-RIVOP,Female,32,No,No,Yes,Yes,1,United States,California,Fields Landing,95537,"40.726949, -124.217378",40.726949,-124.217378,228,Q3,Yes,3,11,Offer D,Yes,2.52,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.9,202.3,0,0,27.72,230.02,5,Stayed,No,0,63,5359,,,Yes
9788-YTFGE,Male,47,No,No,No,No,0,United States,California,Fortuna,95540,"40.584991, -124.121504",40.584991,-124.121504,"12,241",Q3,No,0,7,,Yes,13.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.95,147.5,0,0,97.02,244.52,3,Stayed,No,0,38,3331,,,No
9277-JOOMO,Female,27,Yes,No,No,No,0,United States,California,Garberville,95542,"40.057784, -123.679461",40.057784,-123.679461,"2,423",Q3,No,0,3,,Yes,26.33,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.6,86.35,0,0,78.99,165.34,4,Joined,No,0,56,5756,,,No
1907-YLNYW,Male,47,No,No,No,No,0,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,532,Q3,No,0,8,,Yes,41.13,No,Yes,DSL,27,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,66.7,579,0,0,329.04,908.04,3,Stayed,No,0,35,4490,,,No
8947-YRTDV,Male,42,No,No,Yes,Yes,3,United States,California,Hoopa,95546,"41.163637, -123.704841",41.163637,-123.704841,"3,041",Q3,Yes,1,32,,Yes,43.37,No,Yes,Fiber Optic,76,Yes,Yes,Yes,No,No,Yes,Yes,No,One Year,No,Credit Card,94.8,3131.55,0,40,1387.84,4559.39,4,Stayed,No,0,52,5288,,,Yes
3161-ONRWK,Male,35,No,No,Yes,No,0,United States,California,Hydesville,95547,"40.557314, -124.081662",40.557314,-124.081662,"1,201",Q3,Yes,4,60,Offer B,Yes,43.57,No,Yes,DSL,30,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,65.85,3928.3,0,0,2614.2,6542.5,3,Stayed,No,0,48,4053,,,Yes
0114-RSRRW,Female,21,Yes,No,Yes,No,0,United States,California,Klamath,95548,"41.572813, -124.035011",41.572813,-124.035011,"1,215",Q3,Yes,9,10,Offer D,Yes,49.6,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.95,187.75,0,0,496,683.75,4,Stayed,No,0,54,3831,,,Yes
4565-NLZBV,Female,33,No,No,Yes,No,0,United States,California,Kneeland,95549,"40.664483, -123.865325",40.664483,-123.865325,264,Q3,Yes,5,71,,Yes,43.37,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.65,1710.15,0,0,3079.27,4789.42,4,Stayed,No,0,42,4015,,,Yes
6682-VCIXC,Female,61,No,No,Yes,No,0,United States,California,Mad River,95552,"40.390301, -123.412327",40.390301,-123.412327,265,Q3,Yes,2,43,Offer B,No,0,No,Yes,Cable,6,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,51.25,2151.6,0,0,0,2151.6,3,Stayed,No,0,43,5656,,,Yes
6475-VHUIZ,Female,47,No,No,Yes,No,0,United States,California,Myers Flat,95554,"40.267158, -123.805913",40.267158,-123.805913,644,Q3,Yes,6,23,Offer D,Yes,38.93,No,Yes,Cable,4,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.25,1221.55,0,0,895.39,2116.94,5,Stayed,No,0,49,5140,,,Yes
3910-MRQOY,Female,28,Yes,No,Yes,No,0,United States,California,Orick,95555,"41.336354, -124.044354",41.336354,-124.044354,494,Q3,Yes,8,72,,Yes,12.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.4,1496.45,0,0,926.64,2423.09,3,Stayed,No,0,79,5398,,,Yes
0661-WCQNQ,Male,56,No,No,Yes,No,0,United States,California,Orleans,95556,"41.269521, -123.546958",41.269521,-123.546958,574,Q3,Yes,8,22,Offer D,Yes,7.68,No,Yes,DSL,7,Yes,No,No,Yes,No,No,No,No,One Year,Yes,Credit Card,56.25,1292.2,0,100,168.96,1561.16,4,Stayed,No,0,28,3733,,,Yes
7537-RBWEA,Female,19,Yes,No,No,No,0,United States,California,Petrolia,95558,"40.274302, -124.210902",40.274302,-124.210902,300,Q3,No,0,1,,No,0,No,Yes,Cable,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,25.15,25.15,0,0,0,25.15,5,Joined,No,0,45,3513,,,No
4656-CAURT,Male,57,No,No,No,No,0,United States,California,Phillipsville,95559,"40.184094, -123.745487",40.184094,-123.745487,163,Q3,No,0,69,,Yes,22.24,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,23.95,1713.1,0,0,1534.56,3247.66,3,Stayed,No,0,31,6059,,,No
0121-SNYRK,Male,45,No,No,No,No,0,United States,California,Redway,95560,"40.142256, -123.852927",40.142256,-123.852927,"1,851",Q3,No,0,50,Offer B,No,0,No,Yes,DSL,7,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,35.4,1748.9,0,0,0,1748.9,3,Stayed,No,0,36,5052,,,No
3733-LSYCE,Female,22,Yes,No,Yes,No,0,United States,California,Samoa,95564,"40.809636, -124.189977",40.809636,-124.189977,395,Q3,Yes,6,15,,Yes,30.09,No,Yes,Fiber Optic,71,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.35,1114.55,0,0,451.35,1565.9,5,Stayed,No,0,67,4891,,,Yes
6265-FRMTQ,Male,56,No,No,No,No,0,United States,California,Scotia,95565,"40.440636, -124.098739",40.440636,-124.098739,"1,125",Q3,No,0,31,,Yes,25.58,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.4,609.1,0,0,792.98,1402.08,3,Stayed,No,0,29,5363,,,No
1371-DWPAZ,Female,64,No,No,Yes,No,0,United States,California,Redcrest,95569,"40.363446, -123.835041",40.363446,-123.835041,400,Q3,Yes,2,10,,No,0,No,Yes,DSL,8,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,56.05,560.5,0,0,0,560.5,4,Stayed,No,0,30,4740,,,Yes
2017-CCBLH,Female,55,No,No,No,No,0,United States,California,Weott,95571,"40.310119, -123.909449",40.310119,-123.909449,270,Q3,No,0,8,,Yes,23.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,141.6,0,0,187.68,329.28,3,Stayed,No,0,71,3087,,,No
7690-KPNCU,Male,20,Yes,No,Yes,No,0,United States,California,Willow Creek,95573,"40.949012, -123.655847",40.949012,-123.655847,"1,666",Q3,Yes,5,64,Offer B,Yes,26.64,No,Yes,DSL,71,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,73.05,4688.65,0,0,1704.96,6393.61,3,Stayed,No,0,28,4515,,,Yes
0536-BGFMZ,Female,27,Yes,No,Yes,No,0,United States,California,Leggett,95585,"39.873371, -123.741474",39.873371,-123.741474,321,Q3,Yes,3,28,,Yes,42.33,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.5,563.05,0,0,1185.24,1748.29,4,Stayed,No,0,41,5145,,,Yes
2293-IJWPS,Female,39,No,No,Yes,No,0,United States,California,Piercy,95587,"39.955587, -123.681175",39.955587,-123.681175,200,Q3,Yes,5,57,Offer B,Yes,3.72,Yes,Yes,Fiber Optic,11,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.75,5985,0,0,212.04,6197.04,3,Stayed,No,0,31,6354,,,Yes
5469-NUJUR,Male,58,No,No,No,No,0,United States,California,Zenia,95595,"40.170357, -123.417298",40.170357,-123.417298,259,Q3,No,0,19,,Yes,19.1,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.95,373.5,0,0,362.9,736.4,4,Stayed,No,0,50,2831,,,No
2625-TRCZQ,Female,21,Yes,No,Yes,No,0,United States,California,Auburn,95602,"38.99003, -121.114408",38.99003,-121.114408,"18,197",Q3,No,0,51,Offer B,No,0,No,Yes,DSL,42,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.65,2553.35,0,0,0,2553.35,3,Stayed,No,0,30,5528,,,Yes
4102-HLENU,Female,51,No,No,Yes,No,0,United States,California,Auburn,95603,"38.912881, -121.082766",38.912881,-121.082766,"24,944",Q3,Yes,5,67,,Yes,22.83,Yes,Yes,Cable,22,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,65.65,4322.85,0,0,1529.61,5852.46,3,Stayed,No,0,20,5441,,,Yes
7266-GSSJX,Male,43,No,No,Yes,Yes,2,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,"12,756",Q3,Yes,3,11,,Yes,16.67,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.45,250.8,0,0,183.37,434.17,5,Stayed,No,0,28,2606,,,Yes
7722-VJRQD,Male,38,No,No,Yes,No,0,United States,California,Brooks,95606,"38.809804, -122.241383",38.809804,-122.241383,382,Q3,Yes,8,72,,No,0,No,Yes,Cable,15,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,60.95,4549.05,0,0,0,4549.05,4,Stayed,No,0,21,4147,,,Yes
7073-QETQY,Male,59,No,No,Yes,No,0,United States,California,Capay,95607,"38.681651, -122.130569",38.681651,-122.130569,262,Q3,Yes,9,66,Offer A,Yes,45.03,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.35,1359.5,0,0,2971.98,4331.48,5,Stayed,No,0,22,4845,,,Yes
5624-RYAMH,Female,43,No,No,No,No,0,United States,California,Citrus Heights,95610,"38.69508, -121.271616",38.69508,-121.271616,"43,718",Q3,No,0,9,,Yes,46.94,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.5,178.85,0,0,422.46,601.31,4,Stayed,No,0,64,4283,,,No
0196-JTUQI,Female,59,No,No,No,No,0,United States,California,Clarksburg,95612,"38.384648, -121.578701",38.384648,-121.578701,"1,417",Q3,No,0,9,,Yes,9.27,Yes,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.2,633.85,0,0,83.43,717.28,5,Stayed,No,0,68,5841,,,No
7130-YXBRO,Male,28,Yes,No,Yes,No,0,United States,California,Cool,95614,"38.880622, -120.973865",38.880622,-120.973865,"3,674",Q3,Yes,9,48,Offer B,Yes,22.36,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,111.45,5315.1,0,0,1073.28,6388.38,3,Stayed,No,0,74,2319,,,Yes
9272-LSVYH,Male,23,Yes,No,No,No,0,United States,California,Courtland,95615,"38.311609, -121.554034",38.311609,-121.554034,699,Q3,No,0,10,,Yes,4.29,No,Yes,Fiber Optic,85,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,70.15,735.5,0,0,42.9,778.4,3,Stayed,No,0,78,3963,,,No
3084-DOWLE,Female,47,No,No,Yes,No,0,United States,California,Citrus Heights,95621,"38.69549, -121.307864",38.69549,-121.307864,"41,636",Q3,Yes,8,72,Offer A,Yes,43.29,Yes,Yes,DSL,16,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,92,6474.4,0,110,3116.88,9701.28,3,Stayed,No,0,42,6434,,,Yes
1084-MNSMJ,Female,63,No,No,Yes,No,0,United States,California,El Dorado,95623,"38.63153, -120.842609",38.63153,-120.842609,"4,097",Q3,Yes,10,51,Offer B,Yes,33.93,No,Yes,DSL,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,85.5,4421.95,0,0,1730.43,6152.38,3,Stayed,No,0,43,6261,,,Yes
6250-CGGUN,Male,41,No,No,No,No,0,United States,California,Esparto,95627,"38.834469, -122.127193",38.834469,-122.127193,"2,756",Q3,No,0,54,Offer B,Yes,30.66,No,Yes,Fiber Optic,18,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,84.4,4484.05,0,0,1655.64,6139.69,3,Stayed,No,0,31,4154,,,No
5478-JJVZK,Female,38,No,No,No,No,0,United States,California,Fair Oaks,95628,"38.652065, -121.25441",38.652065,-121.25441,"40,750",Q3,No,0,33,,Yes,15.69,Yes,Yes,DSL,24,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,60.9,2033.85,0,0,517.77,2551.62,4,Stayed,No,0,36,3009,,,No
7596-IIWYC,Female,62,No,No,No,No,0,United States,California,Fiddletown,95629,"38.513484, -120.704613",38.513484,-120.704613,850,Q3,No,0,27,,Yes,35.77,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.25,538.2,0,0,965.79,1503.99,3,Stayed,No,0,79,5250,,,No
9793-WECQC,Male,53,No,No,No,No,0,United States,California,Foresthill,95631,"39.031876, -120.811141",39.031876,-120.811141,"5,714",Q3,No,0,23,,Yes,48.21,No,Yes,Fiber Optic,23,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,95.3,2192.9,0,0,1108.83,3301.73,3,Stayed,No,0,68,5029,,,No
4291-HPAXL,Male,63,No,No,No,Yes,2,United States,California,Galt,95632,"38.274451, -121.259201",38.274451,-121.259201,"24,194",Q3,No,0,1,,Yes,29.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,19.85,0,0,29.1,48.95,3,Joined,No,0,75,4840,,,No
8999-YPYBV,Male,63,No,No,Yes,No,0,United States,California,Garden Valley,95633,"38.852544, -120.837669",38.852544,-120.837669,"2,536",Q3,Yes,3,45,Offer B,Yes,30.8,No,Yes,Cable,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,84.35,3858.05,0,0,1386,5244.05,3,Stayed,No,0,35,3403,,,Yes
1839-FBNFR,Female,35,No,No,Yes,Yes,1,United States,California,Georgetown,95634,"38.9386, -120.785514",38.9386,-120.785514,"2,723",Q3,Yes,3,39,,Yes,32.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.85,854.8,0,0,1270.23,2125.03,5,Stayed,No,0,72,3032,,,Yes
3071-MVJCD,Male,40,No,No,Yes,No,0,United States,California,Grizzly Flats,95636,"38.636102, -120.522149",38.636102,-120.522149,659,Q3,Yes,10,72,Offer A,Yes,48.44,Yes,Yes,Cable,15,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,82.3,5815.15,0,0,3487.68,9302.83,3,Stayed,No,0,60,4162,,,Yes
1697-BCSHV,Female,44,No,No,Yes,Yes,1,United States,California,Guinda,95637,"38.830739, -122.196202",38.830739,-122.196202,228,Q3,Yes,2,58,Offer B,Yes,44.1,Yes,Yes,DSL,19,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,66.8,3970.4,0,0,2557.8,6528.2,5,Stayed,No,0,70,6433,,,Yes
0562-KBDVM,Female,62,No,No,No,No,0,United States,California,Herald,95638,"38.313447, -121.123886",38.313447,-121.123886,"1,745",Q3,No,0,70,Offer A,No,0,No,Yes,DSL,11,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,44.6,3058.15,0,0,0,3058.15,3,Stayed,No,0,26,4442,,,No
1131-SUEKT,Male,41,No,No,Yes,Yes,1,United States,California,Hood,95639,"38.375325, -121.507935",38.375325,-121.507935,213,Q3,Yes,4,61,Offer B,Yes,41.57,No,Yes,Fiber Optic,21,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,98.45,6145.2,0,0,2535.77,8680.97,3,Stayed,No,0,64,4000,,,Yes
3717-OEAUQ,Male,37,No,No,No,No,0,United States,California,Ione,95640,"38.33788, -120.954202",38.33788,-120.954202,"9,752",Q3,No,0,2,Offer E,Yes,2.72,No,Yes,Fiber Optic,14,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,70.7,129.2,0,10,5.44,144.64,4,Joined,No,0,38,2388,,,No
4538-WNTMJ,Female,39,No,No,Yes,No,0,United States,California,Isleton,95641,"38.154823, -121.601358",38.154823,-121.601358,"2,010",Q3,No,0,46,Offer B,Yes,4.6,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.95,1165.9,0,0,211.6,1377.5,3,Stayed,No,0,58,3979,,,Yes
9432-RUVSL,Female,43,No,No,No,No,0,United States,California,Kirkwood,95646,"38.631489, -120.015167",38.631489,-120.015167,129,Q3,No,0,48,Offer B,Yes,19.04,No,Yes,Fiber Optic,21,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,102.5,4904.25,0,0,913.92,5818.17,3,Stayed,No,0,75,3262,,,No
8060-HIWJJ,Male,35,No,No,No,No,0,United States,California,Lincoln,95648,"38.922812, -121.312005",38.922812,-121.312005,"15,286",Q3,No,0,64,Offer B,Yes,14.39,Yes,Yes,DSL,7,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,86.55,5632.55,0,0,920.96,6553.51,4,Stayed,No,0,57,4934,,,No
7684-XSZIY,Male,53,No,No,Yes,Yes,3,United States,California,Loomis,95650,"38.809175, -121.171375",38.809175,-121.171375,"11,191",Q3,Yes,3,72,Offer A,Yes,20.42,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.3,1643.25,0,0,1470.24,3113.49,4,Stayed,No,0,43,5160,,,Yes
9089-UOWJG,Female,51,No,No,Yes,Yes,3,United States,California,Lotus,95651,"38.815515, -120.916997",38.815515,-120.916997,485,Q3,Yes,2,12,,Yes,7.97,No,Yes,DSL,52,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,58.35,740.55,0,0,95.64,836.19,4,Stayed,No,0,29,5068,,,Yes
8039-ACLPL,Female,29,Yes,No,Yes,No,0,United States,California,Mather,95655,"38.549822, -121.266725",38.549822,-121.266725,929,Q3,Yes,6,72,Offer A,Yes,12.32,No,Yes,DSL,59,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,No,Credit Card,68.75,4888.2,0,0,887.04,5775.24,3,Stayed,No,0,52,4505,,,Yes
9885-AIBVB,Male,62,No,No,Yes,No,0,United States,California,Newcastle,95658,"38.883224, -121.15918",38.883224,-121.15918,"6,096",Q3,Yes,4,29,,Yes,39.5,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,85.8,2440.25,0,150,1145.5,3735.75,3,Stayed,No,0,70,2568,,,Yes
1934-MKPXS,Male,21,Yes,No,Yes,No,0,United States,California,Nicolaus,95659,"38.788898, -121.608624",38.788898,-121.608624,751,Q3,Yes,3,33,,Yes,49.37,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,620.55,0,0,1629.21,2249.76,5,Stayed,No,0,59,3636,,,Yes
2592-YKDIF,Female,47,No,No,No,No,0,United States,California,North Highlands,95660,"38.671295, -121.388251",38.671295,-121.388251,"32,202",Q3,No,0,1,,Yes,44.09,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,20.35,0,0,44.09,64.44,3,Joined,No,0,72,5774,,,No
2272-JKMSI,Female,42,No,No,Yes,Yes,3,United States,California,Roseville,95661,"38.736685, -121.251984",38.736685,-121.251984,"25,173",Q3,Yes,5,62,Offer B,Yes,13.25,Yes,Yes,Fiber Optic,57,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,110.8,6840.95,0,0,821.5,7662.45,4,Stayed,No,0,49,4306,,,Yes
8714-CTZJW,Female,24,Yes,No,No,No,0,United States,California,Pilot Hill,95664,"38.803731, -121.043799",38.803731,-121.043799,"1,173",Q3,No,0,4,Offer E,Yes,19.84,No,Yes,Fiber Optic,73,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,82.85,319.6,0,0,79.36,398.96,3,Stayed,No,0,80,3154,,,No
3569-EDBPQ,Female,44,No,No,No,No,0,United States,California,Pine Grove,95665,"38.400264, -120.641274",38.400264,-120.641274,"4,354",Q3,No,0,24,,Yes,25.81,Yes,Yes,Fiber Optic,3,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.35,1938.05,0,0,619.44,2557.49,3,Stayed,No,0,31,2198,,,No
3131-NWVFJ,Female,56,No,No,Yes,No,0,United States,California,Pioneer,95666,"38.546999, -120.271114",38.546999,-120.271114,"5,501",Q3,Yes,9,14,,Yes,19.03,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.55,294.5,0,0,266.42,560.92,3,Stayed,No,0,47,5620,,,Yes
7521-YXVZY,Male,38,No,No,No,Yes,3,United States,California,Placerville,95667,"38.733714, -120.795213",38.733714,-120.795213,"34,146",Q3,No,0,3,Offer E,Yes,5.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.95,58.3,0,0,15.45,73.75,5,Joined,No,0,77,4430,,,No
2373-NTKOD,Male,40,No,No,No,No,0,United States,California,Rancho Cordova,95670,"38.602723, -121.279913",38.602723,-121.279913,"49,729",Q3,No,0,8,Offer E,Yes,25.72,No,Yes,Cable,24,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,66.25,546.45,0,0,205.76,752.21,5,Stayed,No,0,60,3026,,,No
1970-KKFWL,Female,38,No,No,No,No,0,United States,California,Rescue,95672,"38.724322, -120.991237",38.724322,-120.991237,"3,815",Q3,No,0,35,,Yes,6.52,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,23.3,797.1,0,0,228.2,1025.3,3,Stayed,No,0,78,2416,,,No
9337-SRRNI,Male,64,No,No,No,Yes,3,United States,California,Rio Oso,95674,"38.954144, -121.482536",38.954144,-121.482536,947,Q3,No,0,66,Offer A,Yes,23.81,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.3,1673.8,0,0,1571.46,3245.26,4,Stayed,No,0,56,6019,,,No
0895-UADGO,Male,46,No,No,No,No,0,United States,California,River Pines,95675,"38.545775, -120.743325",38.545775,-120.743325,364,Q3,No,0,8,,No,0,No,Yes,Cable,4,Yes,No,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Mailed Check,44.55,343.45,0,0,0,343.45,3,Stayed,No,0,66,5489,,,No
5678-VFNEQ,Female,19,Yes,No,Yes,No,0,United States,California,Rocklin,95677,"38.7904, -121.236973",38.7904,-121.236973,"21,510",Q3,Yes,8,71,Offer A,Yes,4.39,Yes,Yes,Fiber Optic,82,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.1,7412.25,0,0,311.69,7723.94,4,Stayed,No,0,45,4695,,,Yes
5977-CKHON,Female,59,No,No,Yes,Yes,3,United States,California,Roseville,95678,"38.759751, -121.288545",38.759751,-121.288545,"30,614",Q3,Yes,3,43,Offer B,Yes,27.49,Yes,Yes,Fiber Optic,53,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.55,4039,0,0,1182.07,5221.07,3,Stayed,No,0,37,3853,,,Yes
1830-GGFNM,Male,35,No,No,Yes,Yes,2,United States,California,Somerset,95684,"38.606703, -120.586659",38.606703,-120.586659,"2,958",Q3,Yes,6,65,Offer B,Yes,19.53,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,94.55,6078.75,0,0,1269.45,7348.2,4,Stayed,No,0,36,4603,,,Yes
5302-BDJNT,Male,27,Yes,No,No,No,0,United States,California,Sutter Creek,95685,"38.432145, -120.77069",38.432145,-120.77069,"4,610",Q3,No,0,35,,Yes,45.62,Yes,Yes,Fiber Optic,59,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,95.5,3418.2,0,0,1596.7,5014.9,3,Stayed,No,0,27,3715,,,No
5223-UZAVK,Male,51,No,No,No,No,0,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,"1,472",Q3,No,0,64,Offer B,Yes,9.95,No,Yes,Fiber Optic,2,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.3,6603.8,0,0,636.8,7240.6,5,Stayed,No,0,77,4986,,,No
4859-ZSRDZ,Female,58,No,No,Yes,No,0,United States,California,Vacaville,95687,"38.333133, -121.920151",38.333133,-121.920151,"63,157",Q3,Yes,1,58,Offer B,No,0,No,Yes,Cable,11,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,55.5,3166.9,0,0,0,3166.9,3,Stayed,No,0,69,4080,,,Yes
9350-VLHMB,Male,38,No,No,Yes,Yes,3,United States,California,Volcano,95689,"38.481902, -120.603668",38.481902,-120.603668,"1,273",Q3,Yes,4,67,Offer A,Yes,6.15,Yes,Yes,Fiber Optic,53,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.55,6373.1,0,0,412.05,6785.15,4,Stayed,No,0,45,6111,,,Yes
3498-LZGQZ,Male,59,No,No,Yes,Yes,3,United States,California,Walnut Grove,95690,"38.240419, -121.587535",38.240419,-121.587535,"2,344",Q3,Yes,2,63,,Yes,30.1,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Mailed Check,19.15,1177.05,0,0,1896.3,3073.35,5,Stayed,No,0,38,6373,,,Yes
8785-CJSHH,Female,22,Yes,No,Yes,No,0,United States,California,West Sacramento,95691,"38.627951, -121.593287",38.627951,-121.593287,"19,050",Q3,Yes,9,60,,Yes,34.48,Yes,Yes,Fiber Optic,51,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.8,5985.75,0,0,2068.8,8054.55,4,Stayed,No,0,38,6213,,,Yes
3870-SPZSI,Female,56,No,No,Yes,Yes,2,United States,California,Wilton,95693,"38.392559, -121.225093",38.392559,-121.225093,"5,889",Q3,Yes,4,70,Offer A,Yes,33.25,Yes,Yes,Fiber Optic,15,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,113.05,7869.05,0,0,2327.5,10196.55,5,Stayed,No,0,54,4203,,,Yes
7560-QRBXH,Female,32,No,No,No,No,0,United States,California,Woodland,95695,"38.71967, -121.862416",38.71967,-121.862416,"38,547",Q3,No,0,48,,Yes,9.19,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.95,936.7,0,0,441.12,1377.82,3,Stayed,No,0,21,3396,,,No
7077-XJMET,Male,63,No,No,Yes,No,0,United States,California,Alta,95701,"39.218096, -120.79153",39.218096,-120.79153,751,Q3,Yes,7,12,,Yes,49.39,No,Yes,DSL,5,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,74.15,741.4,0,0,592.68,1334.08,4,Stayed,No,0,52,5426,,,Yes
4652-ODEVH,Male,43,No,No,Yes,Yes,3,United States,California,Dutch Flat,95714,"39.197215, -120.83679",39.197215,-120.83679,350,Q3,Yes,10,45,,Yes,47.31,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,24.45,1088.25,0,0,2128.95,3217.2,5,Stayed,No,0,57,3586,,,Yes
6510-UPNKS,Female,21,Yes,No,No,No,0,United States,California,Emigrant Gap,95715,"39.23754, -120.720196",39.23754,-120.720196,185,Q3,No,0,23,,Yes,43.77,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.8,615.35,0,0,1006.71,1622.06,3,Stayed,No,0,46,4402,,,No
6718-BDGHG,Female,64,No,No,Yes,No,0,United States,California,Gold Run,95717,"39.170376, -120.838404",39.170376,-120.838404,407,Q3,Yes,6,43,,Yes,12.98,Yes,Yes,DSL,8,No,No,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,64.85,2908.2,0,0,558.14,3466.34,3,Stayed,No,0,72,4000,,,Yes
9046-DQMTP,Male,49,No,No,No,No,0,United States,California,Kyburz,95720,"38.766036, -120.209673",38.766036,-120.209673,183,Q3,No,0,35,,Yes,17.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.75,739.9,0,0,627.2,1367.1,3,Stayed,No,0,75,5876,,,No
6439-LAJXL,Male,47,No,No,Yes,No,0,United States,California,Echo Lake,95721,"38.851842, -120.076204",38.851842,-120.076204,69,Q3,Yes,2,9,Offer E,Yes,34.64,No,Yes,DSL,7,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,68.95,593.85,0,0,311.76,905.61,3,Stayed,No,0,29,2452,,,Yes
1666-JZPZT,Male,61,No,No,No,No,0,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,25,Q3,No,0,27,,Yes,2.69,Yes,Yes,Cable,15,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,49,1291.35,0,0,72.63,1363.98,3,Stayed,No,0,51,5428,,,No
5777-KJIRB,Female,61,No,No,No,No,0,United States,California,Weimar,95736,"39.00978, -120.978273",39.00978,-120.978273,31,Q3,No,0,40,,Yes,23.28,No,Yes,Cable,6,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,50.25,2023.55,0,0,931.2,2954.75,5,Stayed,No,0,25,2449,,,No
7677-SJJJK,Male,26,Yes,No,Yes,No,0,United States,California,Granite Bay,95746,"38.749466, -121.184196",38.749466,-121.184196,"20,675",Q3,Yes,5,8,Offer E,Yes,48.39,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,153.95,0,0,387.12,541.07,5,Stayed,No,0,29,3152,,,Yes
3253-HKOKL,Female,31,No,No,Yes,Yes,2,United States,California,Elk Grove,95758,"38.35363, -121.44195",38.35363,-121.44195,"47,065",Q3,Yes,7,52,,Yes,7.99,No,Yes,Fiber Optic,19,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,100.3,5244.45,0,0,415.48,5659.93,3,Stayed,No,0,29,4811,,,Yes
7055-HNEOJ,Male,34,No,No,Yes,No,0,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,"22,028",Q3,Yes,2,3,Offer E,Yes,4.19,No,Yes,Cable,6,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.8,154.55,0,0,12.57,167.12,4,Joined,No,0,48,2662,,,Yes
5514-YQENT,Male,29,Yes,No,No,Yes,3,United States,California,Rocklin,95765,"38.823278, -121.281856",38.823278,-121.281856,"15,494",Q3,No,0,41,,Yes,30.58,No,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,111.15,4507.15,0,0,1253.78,5760.93,5,Stayed,No,0,32,5038,,,No
3211-AAPKX,Male,26,Yes,No,No,No,0,United States,California,Woodland,95776,"38.694081, -121.694431",38.694081,-121.694431,"15,022",Q3,No,0,20,,Yes,23.22,Yes,Yes,Fiber Optic,59,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,98.55,2031.95,0,0,464.4,2496.35,3,Stayed,No,0,42,3300,,,No
8445-DNBAE,Male,24,Yes,No,No,Yes,3,United States,California,Sacramento,95814,"38.584505, -121.491956",38.584505,-121.491956,"16,599",Q3,No,0,1,Offer E,Yes,43.05,Yes,Yes,DSL,69,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.05,50.05,0,0,43.05,93.1,4,Joined,No,0,61,5523,,,No
2958-NHPPS,Male,45,No,No,No,No,0,United States,California,Sacramento,95816,"38.574856, -121.46504",38.574856,-121.46504,"16,164",Q3,No,0,23,,Yes,35.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.85,473.9,0,0,812.36,1286.26,5,Stayed,No,0,53,4263,,,No
1735-XMJVH,Male,51,No,No,Yes,Yes,3,United States,California,Sacramento,95818,"38.556306, -121.495817",38.556306,-121.495817,"21,313",Q3,No,0,8,Offer E,Yes,34.87,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,19.35,152.6,0,0,278.96,431.56,3,Stayed,No,0,58,5416,,,Yes
6890-PFRQX,Male,56,No,No,No,No,0,United States,California,Sacramento,95819,"38.567594, -121.437507",38.567594,-121.437507,"15,975",Q3,No,0,18,,Yes,12.21,Yes,Yes,DSL,8,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Mailed Check,69.5,1199.4,0,0,219.78,1419.18,3,Stayed,No,0,24,4466,,,No
5899-OUVKV,Male,56,No,No,No,No,0,United States,California,Sacramento,95821,"38.625096, -121.383658",38.625096,-121.383658,"35,426",Q3,No,0,31,,Yes,45.92,No,Yes,Fiber Optic,18,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.5,2979.2,0,0,1423.52,4402.72,3,Stayed,No,0,42,3949,,,No
8681-ICONS,Male,20,Yes,No,Yes,Yes,1,United States,California,Sacramento,95822,"38.512569, -121.495184",38.512569,-121.495184,"44,683",Q3,Yes,5,29,,Yes,24.64,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.65,654.85,0,0,714.56,1369.41,3,Stayed,No,0,72,4667,,,Yes
1621-YNCJH,Female,54,No,No,Yes,No,0,United States,California,Sacramento,95823,"38.475465, -121.443625",38.475465,-121.443625,"72,199",Q3,Yes,4,36,,Yes,19.24,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,No,Yes,Yes,No,Two Year,Yes,Credit Card,106.05,3834.4,0,50,692.64,4577.04,3,Stayed,No,0,25,4505,,,Yes
6362-QHAFM,Male,53,No,No,Yes,No,0,United States,California,Sacramento,95825,"38.590035, -121.412455",38.590035,-121.412455,"30,715",Q3,Yes,1,42,,Yes,42.45,Yes,Yes,Fiber Optic,11,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,108.3,4586.15,0,0,1782.9,6369.05,3,Stayed,No,0,63,5106,,,Yes
3070-BDOQC,Female,38,No,No,No,No,0,United States,California,Sacramento,95827,"38.549185, -121.328386",38.549185,-121.328386,"19,611",Q3,No,0,60,,Yes,16.81,No,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.65,5941.05,0,0,1008.6,6949.65,4,Stayed,No,0,41,4616,,,No
6234-PFPXL,Male,42,No,No,Yes,No,0,United States,California,Sacramento,95829,"38.486502, -121.334051",38.486502,-121.334051,"11,396",Q3,Yes,6,22,,Yes,35.62,Yes,Yes,Fiber Optic,29,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,95.9,2234.95,0,0,783.64,3018.59,3,Stayed,No,0,56,3207,,,Yes
9824-QCJPK,Male,47,No,No,Yes,No,0,United States,California,Sacramento,95830,"38.490508, -121.284171",38.490508,-121.284171,592,Q3,Yes,7,36,,Yes,21.77,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20,666.75,0,0,783.72,1450.47,3,Stayed,No,0,60,4175,,,Yes
4283-IVYCI,Male,40,No,No,No,No,0,United States,California,Sacramento,95832,"38.445939, -121.496855",38.445939,-121.496855,"9,063",Q3,No,0,9,Offer E,Yes,27.53,No,Yes,Cable,11,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,64.95,547.8,0,0,247.77,795.57,3,Stayed,No,0,66,3013,,,No
1866-OBPNR,Male,28,Yes,No,Yes,Yes,1,United States,California,Sacramento,95833,"38.619049, -121.517552",38.619049,-121.517552,"31,422",Q3,Yes,5,1,,Yes,42.99,No,Yes,Fiber Optic,59,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,74.6,74.6,0,0,42.99,117.59,5,Joined,No,0,22,5494,,,Yes
8205-MQUGY,Male,39,No,No,Yes,Yes,3,United States,California,Sacramento,95834,"38.646209, -121.52446",38.646209,-121.52446,"8,403",Q3,Yes,8,12,Offer D,Yes,9.58,No,Yes,Cable,57,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.2,571.15,0,80,114.96,766.11,3,Stayed,No,0,37,3582,,,Yes
8970-ANWXO,Female,37,No,No,No,No,0,United States,California,Sacramento,95835,"38.685069, -121.543709",38.685069,-121.543709,854,Q3,No,0,23,Offer D,Yes,35.03,Yes,Yes,DSL,3,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,73.75,1756.6,0,0,805.69,2562.29,3,Stayed,No,0,28,3483,,,No
9480-BQJEI,Male,35,No,No,No,No,0,United States,California,Sacramento,95837,"38.691607, -121.602284",38.691607,-121.602284,264,Q3,No,0,62,,Yes,24.35,Yes,Yes,Fiber Optic,16,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,92.3,5731.45,0,0,1509.7,7241.15,4,Stayed,No,0,58,6468,,,No
6979-TNDEU,Female,42,No,No,No,No,0,United States,California,Sacramento,95841,"38.660442, -121.346321",38.660442,-121.346321,"20,993",Q3,No,0,8,,Yes,14.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.2,156.85,0,0,114.56,271.41,3,Stayed,No,0,42,2879,,,No
9777-WJJPR,Male,46,No,No,Yes,No,0,United States,California,Sacramento,95842,"38.687367, -121.34848",38.687367,-121.34848,"31,373",Q3,Yes,9,31,,Yes,29.77,Yes,Yes,Fiber Optic,12,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,88.65,2683.2,0,0,922.87,3606.07,4,Stayed,No,0,48,4821,,,Yes
9495-SKLKD,Male,54,No,No,Yes,Yes,2,United States,California,Marysville,95901,"39.19514, -121.503883",39.19514,-121.503883,"38,091",Q3,Yes,1,45,,Yes,22.31,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.95,4456.65,0,0,1003.95,5460.6,5,Stayed,No,0,63,5322,,,Yes
5067-DGXLL,Male,35,No,No,No,No,0,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,118,Q3,No,0,2,,Yes,15.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,36.8,0,0,31.66,68.46,4,Joined,No,0,59,5736,,,No
6281-FKEWS,Female,58,No,No,No,No,0,United States,California,Berry Creek,95916,"39.657228, -121.37778",39.657228,-121.37778,"1,279",Q3,No,0,44,,No,0,No,Yes,Cable,3,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,49.05,2265,0,0,0,2265,5,Stayed,No,0,68,3910,,,No
8898-KASCD,Male,41,No,No,No,No,0,United States,California,Biggs,95917,"39.457388, -121.818201",39.457388,-121.818201,"3,169",Q3,No,0,39,,No,0,No,Yes,DSL,14,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,35.55,1309.15,0,0,0,1309.15,3,Stayed,No,0,76,3752,,,No
9242-TKFSV,Male,53,No,No,Yes,No,0,United States,California,Browns Valley,95918,"39.292334, -121.320597",39.292334,-121.320597,"1,477",Q3,Yes,7,72,Offer A,No,0,No,Yes,DSL,15,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,65.1,4754.3,0,0,0,4754.3,4,Stayed,No,0,30,4969,,,Yes
0743-HNPFG,Female,50,No,No,Yes,No,0,United States,California,Butte City,95920,"39.449794, -121.936372",39.449794,-121.936372,303,Q3,Yes,2,51,,Yes,17.95,No,Yes,DSL,14,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,69.75,3562.5,0,0,915.45,4477.95,3,Stayed,No,0,50,5628,,,Yes
5035-PGZXH,Female,49,No,No,No,No,0,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,"35,808",Q3,No,0,56,,Yes,32.43,Yes,Yes,Fiber Optic,2,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,106.8,5914.4,0,30,1816.08,7760.48,3,Stayed,No,0,49,6161,,,No
8695-WDYEA,Male,32,No,No,No,No,0,United States,California,Chico,95928,"39.681488, -121.83721",39.681488,-121.83721,"32,848",Q3,No,0,1,,Yes,39.3,No,Yes,DSL,26,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,51.25,51.25,0,0,39.3,90.55,4,Joined,No,0,57,4483,,,No
6543-JXSOO,Female,30,No,No,Yes,No,0,United States,California,Clipper Mills,95930,"39.562239, -121.14836",39.562239,-121.14836,282,Q3,Yes,5,23,Offer D,Yes,12.88,No,Yes,DSL,41,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,57.75,1282.85,0,0,296.24,1579.09,3,Stayed,No,0,22,3794,,,Yes
8605-ITULD,Female,21,Yes,No,No,No,0,United States,California,Crescent Mills,95934,"40.080342, -120.957805",40.080342,-120.957805,178,Q3,No,0,1,,Yes,5.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,19.55,0,0,5.1,24.65,3,Joined,No,0,31,5750,,,No
6416-YJTTB,Male,20,Yes,No,No,No,0,United States,California,Downieville,95936,"39.578792, -120.780786",39.578792,-120.780786,404,Q3,No,0,11,Offer D,Yes,8.48,No,Yes,Fiber Optic,52,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.5,795.65,0,0,93.28,888.93,4,Stayed,No,0,57,2278,,,No
4472-VESGY,Female,41,No,No,Yes,Yes,1,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,"3,524",Q3,Yes,6,52,,Yes,31.09,Yes,Yes,Fiber Optic,28,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,98.15,4993.4,0,0,1616.68,6610.08,4,Stayed,No,0,48,5123,,,Yes
3195-TQDZX,Male,19,Yes,No,No,No,0,United States,California,Elk Creek,95939,"39.53222, -122.594879",39.53222,-122.594879,587,Q3,No,0,3,,Yes,1.57,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.25,61.45,0,0,4.71,66.16,5,Joined,No,0,42,4050,,,No
3128-YOVTD,Female,29,Yes,No,Yes,Yes,2,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,452,Q3,Yes,6,51,,Yes,2.53,No,Yes,Fiber Optic,71,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.15,4018.55,0,0,129.03,4147.58,3,Stayed,No,0,64,6321,,,Yes
7041-TXQJH,Female,64,No,No,No,No,0,United States,California,Goodyears Bar,95944,"39.564113, -120.868836",39.564113,-120.868836,76,Q3,No,0,37,Offer C,No,0,No,Yes,Cable,6,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,40.2,1478.85,0,0,0,1478.85,5,Stayed,No,0,20,5924,,,No
5014-GSOUQ,Male,59,No,No,No,No,0,United States,California,Grass Valley,95945,"39.194539, -120.988066",39.194539,-120.988066,"23,990",Q3,No,0,13,Offer D,Yes,18.73,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,243.65,0,0,243.49,487.14,4,Stayed,No,0,63,2884,,,No
5724-BIDBU,Male,29,Yes,No,Yes,No,0,United States,California,Penn Valley,95946,"39.203817, -121.19584",39.203817,-121.19584,"9,752",Q3,Yes,3,49,,Yes,42.19,Yes,Yes,Cable,52,Yes,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,55.35,2633.95,0,0,2067.31,4701.26,3,Stayed,No,0,26,5601,,,Yes
1769-GRUIK,Female,19,Yes,No,No,No,0,United States,California,Gridley,95948,"39.346898, -121.759537",39.346898,-121.759537,"9,763",Q3,No,0,18,Offer D,Yes,2.76,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,71.1,1247.75,0,150,49.68,1447.43,5,Stayed,No,0,28,4911,,,No
8819-WFGGJ,Male,42,No,No,Yes,No,0,United States,California,Grimes,95950,"39.033058, -121.895718",39.033058,-121.895718,531,Q3,Yes,7,68,Offer A,No,0,No,Yes,Cable,16,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,54.1,3794.5,0,0,0,3794.5,3,Stayed,No,0,30,4601,,,Yes
7427-AUFPY,Male,27,Yes,No,No,No,0,United States,California,Hamilton City,95951,"39.732767, -122.042298",39.732767,-122.042298,"1,931",Q3,No,0,54,,Yes,25.72,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,1008.7,0,0,1388.88,2397.58,5,Stayed,No,0,70,5708,,,No
7898-PDWQE,Male,22,Yes,No,Yes,No,0,United States,California,Maxwell,95955,"39.281194, -122.226568",39.281194,-122.226568,"1,146",Q3,Yes,2,71,Offer A,Yes,18.04,Yes,Yes,DSL,41,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,80.4,5727.15,0,0,1280.84,7007.99,3,Stayed,No,0,20,5228,,,Yes
9972-EWRJS,Female,56,No,No,Yes,Yes,1,United States,California,Meadow Valley,95956,"39.937017, -121.058043",39.937017,-121.058043,301,Q3,Yes,2,67,Offer A,Yes,48.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.25,1372.9,0,0,3266.25,4639.15,4,Stayed,No,0,61,5154,,,Yes
9314-IJWSQ,Female,46,No,No,Yes,Yes,3,United States,California,Meridian,95957,"39.068071, -121.832638",39.068071,-121.832638,776,Q3,Yes,1,14,Offer D,Yes,26.58,Yes,Yes,Fiber Optic,53,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.8,1203.9,0,0,372.12,1576.02,3,Stayed,No,0,80,2452,,,Yes
5799-JRCZO,Female,48,No,No,No,Yes,1,United States,California,North San Juan,95960,"39.423046, -120.984472",39.423046,-120.984472,565,Q3,No,0,63,,Yes,24.32,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.5,1215.1,0,0,1532.16,2747.26,5,Stayed,No,0,44,4370,,,No
1921-KYSAY,Female,36,No,No,No,No,0,United States,California,Olivehurst,95961,"39.082568, -121.55325",39.082568,-121.55325,"6,439",Q3,No,0,41,,Yes,36.93,Yes,Yes,DSL,30,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,68.6,2877.05,0,0,1514.13,4391.18,4,Stayed,No,0,34,4572,,,No
6198-RTPMF,Female,46,No,No,Yes,No,0,United States,California,Oregon House,95962,"39.342587, -121.249833",39.342587,-121.249833,"1,519",Q3,Yes,10,17,Offer D,Yes,9.22,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,92.6,1579.7,0,0,156.74,1736.44,4,Stayed,No,0,32,4756,,,Yes
2924-KHUVI,Male,28,Yes,No,Yes,No,0,United States,California,Orland,95963,"39.748037, -122.302169",39.748037,-122.302169,"13,706",Q3,Yes,7,56,,Yes,46.9,Yes,Yes,Fiber Optic,48,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.55,5514.95,0,0,2626.4,8141.35,3,Stayed,No,0,61,4847,,,Yes
1925-GMVBW,Female,49,No,No,No,No,0,United States,California,Oroville,95965,"39.624561, -121.552866",39.624561,-121.552866,"17,782",Q3,No,0,5,,Yes,24.53,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.55,96.1,0,0,122.65,218.75,3,Stayed,No,0,23,5967,,,No
6184-DYUOB,Female,28,Yes,No,Yes,No,0,United States,California,Palermo,95968,"39.435756, -121.552071",39.435756,-121.552071,"1,254",Q3,Yes,5,3,,Yes,41.9,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.6,55.25,0,0,125.7,180.95,3,Joined,No,0,29,2941,,,Yes
9207-ZPANB,Male,42,No,No,No,No,0,United States,California,Paradise,95969,"39.69676, -121.644379",39.69676,-121.644379,"28,318",Q3,No,0,37,Offer C,Yes,13.04,Yes,Yes,DSL,14,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,67.45,2443.3,0,0,482.48,2925.78,3,Stayed,No,0,37,5042,,,No
9327-QSDED,Male,44,No,No,No,No,0,United States,California,Quincy,95971,"39.971228, -121.041166",39.971228,-121.041166,"6,189",Q3,No,0,8,,Yes,7.02,No,Yes,DSL,23,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,43.55,335.4,0,10,56.16,401.56,5,Stayed,No,0,60,3266,,,No
1656-DRSMG,Female,40,No,No,No,No,0,United States,California,Chico,95973,"39.903272, -121.843567",39.903272,-121.843567,"26,971",Q3,No,0,63,Offer B,Yes,19.01,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,109.85,7002.95,0,0,1197.63,8200.58,5,Stayed,No,0,66,5775,,,No
3012-VFFMN,Female,61,No,No,Yes,Yes,1,United States,California,Richvale,95974,"39.495768, -121.747472",39.495768,-121.747472,74,Q3,Yes,7,7,,Yes,5.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.65,158.95,0,0,35.07,194.02,3,Stayed,No,0,74,4058,,,Yes
2984-AFWNC,Female,52,No,No,No,No,0,United States,California,Rough And Ready,95975,"39.225634, -121.156163",39.225634,-121.156163,"1,601",Q3,No,0,3,,Yes,17.01,No,Yes,Fiber Optic,28,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,95.4,293.15,0,0,51.03,344.18,3,Joined,No,0,70,2813,,,No
0640-YJTPY,Male,19,Yes,No,Yes,Yes,1,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,963,Q3,Yes,3,72,Offer A,Yes,5.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,21,1493.75,0,0,410.4,1904.15,5,Stayed,No,0,71,4974,,,Yes
8096-LOIST,Female,57,No,No,No,No,0,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,28,Q3,No,0,19,Offer D,Yes,40.22,No,Yes,Cable,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,56.2,1093.4,0,0,764.18,1857.58,5,Stayed,No,0,38,3384,,,No
9764-REAFF,Female,60,No,No,Yes,No,0,United States,California,Stonyford,95979,"39.288127, -122.415841",39.288127,-122.415841,844,Q3,Yes,9,59,Offer B,Yes,26.99,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,18.4,1057.85,0,0,1592.41,2650.26,4,Stayed,No,0,20,4375,,,Yes
7107-UBYKY,Female,62,No,No,Yes,Yes,1,United States,California,Sutter,95982,"39.172777, -121.805845",39.172777,-121.805845,"3,193",Q3,Yes,5,35,Offer C,Yes,24.76,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.75,882.55,0,0,866.6,1749.15,5,Stayed,No,0,49,4194,,,Yes
4881-GQJTW,Male,64,No,No,No,No,0,United States,California,Taylorsville,95983,"40.053684, -120.743116",40.053684,-120.743116,513,Q3,No,0,14,Offer D,Yes,8.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.6,300.4,0,0,119.56,419.96,4,Stayed,No,0,40,2847,,,No
7876-DNYAP,Female,29,Yes,No,Yes,Yes,2,United States,California,Washington,95986,"39.34128, -120.786867",39.34128,-120.786867,145,Q3,Yes,7,69,Offer A,Yes,8.39,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.8,1436.95,0,0,578.91,2015.86,5,Stayed,No,0,36,5423,,,Yes
2882-WDTBA,Male,64,No,No,Yes,No,0,United States,California,Willows,95988,"39.493991, -122.286363",39.493991,-122.286363,"8,812",Q3,Yes,4,69,Offer A,Yes,44.33,No,Yes,Cable,18,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,75.75,5388.15,0,0,3058.77,8446.92,4,Stayed,No,0,75,5839,,,Yes
2091-GPPIQ,Female,56,No,No,Yes,No,0,United States,California,Yuba City,95991,"39.02741, -121.614982",39.02741,-121.614982,"34,967",Q3,Yes,10,72,Offer A,Yes,26.04,Yes,Yes,Cable,6,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,78.95,5730.15,0,0,1874.88,7605.03,5,Stayed,No,0,76,5050,,,Yes
5071-FBJFS,Female,61,No,No,Yes,Yes,1,United States,California,Redding,96001,"40.587919, -122.464732",40.587919,-122.464732,"31,586",Q3,Yes,8,4,,Yes,44.64,No,Yes,Cable,21,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.3,217.1,0,0,178.56,395.66,3,Stayed,No,0,73,3147,,,Yes
2796-UUZZO,Male,30,No,No,Yes,Yes,2,United States,California,Redding,96002,"40.527834, -122.318749",40.527834,-122.318749,"30,338",Q3,Yes,9,63,Offer B,Yes,18.88,No,Yes,Fiber Optic,48,No,Yes,Yes,No,No,No,No,No,Month-to-Month,Yes,Credit Card,80.3,4896.35,0,40,1189.44,6125.79,4,Stayed,No,0,66,5157,,,Yes
2429-AYKKO,Male,52,No,No,No,No,0,United States,California,Redding,96003,"40.677649, -122.29467",40.677649,-122.29467,"41,476",Q3,No,0,72,Offer A,Yes,3.43,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.85,1434.1,0,0,246.96,1681.06,5,Stayed,No,0,22,4790,,,No
9798-OPFEM,Female,42,No,No,No,No,0,United States,California,Adin,96006,"41.171578, -120.913161",41.171578,-120.913161,615,Q3,No,0,46,Offer B,Yes,32.78,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,21.1,937.1,0,0,1507.88,2444.98,5,Stayed,No,0,37,4791,,,No
3794-NFNCH,Male,53,No,No,Yes,No,0,United States,California,Bella Vista,96008,"40.722733, -122.109666",40.722733,-122.109666,899,Q3,Yes,10,30,Offer C,Yes,23.16,No,Yes,DSL,6,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50,1474.9,0,0,694.8,2169.7,4,Stayed,No,0,29,4715,,,Yes
5193-QLVZB,Male,52,No,No,No,No,0,United States,California,Bieber,96009,"41.083464, -121.107929",41.083464,-121.107929,595,Q3,No,0,63,Offer B,Yes,48.75,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.75,6536.5,0,0,3071.25,9607.75,5,Stayed,No,0,30,5882,,,No
7114-AEOZE,Female,53,No,No,No,No,0,United States,California,Big Bar,96010,"40.775272, -123.287414",40.775272,-123.287414,269,Q3,No,0,60,Offer B,Yes,31.12,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.85,1128.1,0,0,1867.2,2995.3,4,Stayed,No,0,58,6213,,,No
5522-NYKPB,Male,26,Yes,No,Yes,Yes,3,United States,California,Burney,96013,"40.946785, -121.719489",40.946785,-121.719489,"4,552",Q3,No,0,25,Offer C,Yes,11.79,No,Yes,Fiber Optic,59,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,85.9,2199.05,0,0,294.75,2493.8,3,Stayed,No,0,79,3153,,,Yes
6518-KZXCB,Male,61,No,No,No,No,0,United States,California,Cassel,96016,"40.936285, -121.572692",40.936285,-121.572692,344,Q3,No,0,22,Offer D,Yes,4.79,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.25,566.5,0,0,105.38,671.88,4,Stayed,No,0,61,3403,,,No
2245-ADZFJ,Female,58,No,No,Yes,No,0,United States,California,Castella,96017,"41.121108, -122.336613",41.121108,-122.336613,228,Q3,Yes,9,31,Offer C,Yes,28.52,Yes,Yes,DSL,2,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,80.55,2471.6,0,0,884.12,3355.72,4,Stayed,No,0,24,3491,,,Yes
7776-QGYJC,Female,64,No,No,Yes,Yes,5,United States,California,Shasta Lake,96019,"40.692523, -122.369876",40.692523,-122.369876,"6,277",Q3,Yes,7,39,Offer C,Yes,40.68,No,Yes,Fiber Optic,76,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.5,3107.3,0,0,1586.52,4693.82,5,Stayed,No,0,25,2042,,,Yes
9313-QOLTZ,Male,31,No,No,No,No,0,United States,California,Chester,96020,"40.243494, -121.154733",40.243494,-121.154733,"2,664",Q3,No,0,26,Offer C,Yes,31.73,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.9,518.3,0,0,824.98,1343.28,3,Stayed,No,0,51,5895,,,No
4672-FOTSD,Male,54,No,No,No,No,0,United States,California,Dorris,96023,"41.949216, -122.050062",41.949216,-122.050062,"1,162",Q3,No,0,12,Offer D,Yes,45.8,Yes,Yes,DSL,4,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,67.25,832.3,0,0,549.6,1381.9,3,Stayed,No,0,56,4334,,,No
9818-XQCUV,Female,52,No,No,No,No,0,United States,California,Dunsmuir,96025,"41.212695, -122.392067",41.212695,-122.392067,"2,602",Q3,No,0,2,,Yes,25.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,45.3,0,0,51.84,97.14,3,Joined,No,0,61,5994,,,No
7338-ERIVA,Male,40,No,No,No,No,0,United States,California,Etna,96027,"41.405193, -123.008567",41.405193,-123.008567,"2,156",Q3,No,0,39,Offer C,No,0,No,Yes,DSL,13,Yes,No,No,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,45.05,1790.6,0,0,0,1790.6,3,Stayed,No,0,61,4003,,,No
8259-NFJTV,Female,37,No,No,Yes,Yes,1,United States,California,Flournoy,96029,"39.84784, -122.544556",39.84784,-122.544556,84,Q3,Yes,8,7,,No,0,No,Yes,Cable,17,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,34.65,246.6,0,0,0,246.6,3,Stayed,No,0,45,5996,,,Yes
6968-GMKPR,Female,39,No,No,No,No,0,United States,California,French Gulch,96033,"40.740138, -122.587476",40.740138,-122.587476,373,Q3,No,0,55,Offer B,Yes,22.34,No,Yes,Fiber Optic,4,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.55,4509.5,0,0,1228.7,5738.2,3,Stayed,No,0,80,5167,,,No
4751-ERMAN,Male,43,No,No,Yes,No,0,United States,California,Gazelle,96034,"41.411315, -122.697236",41.411315,-122.697236,392,Q3,Yes,7,72,,Yes,42.16,No,Yes,Cable,18,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,75.4,5480.25,0,0,3035.52,8515.77,3,Stayed,No,0,35,4171,,,Yes
1436-ZMJAN,Female,62,No,No,Yes,No,0,United States,California,Gerber,96035,"40.03194, -122.176023",40.03194,-122.176023,"3,357",Q3,Yes,6,10,Offer D,Yes,37.08,No,Yes,Cable,7,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,67.8,653.15,0,0,370.8,1023.95,5,Stayed,No,0,79,2709,,,Yes
0799-DDIHE,Female,24,Yes,No,Yes,Yes,3,United States,California,Grenada,96038,"41.599978, -122.539381",41.599978,-122.539381,616,Q3,Yes,7,15,Offer D,Yes,24.27,No,Yes,Cable,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,46.3,639.45,0,0,364.05,1003.5,5,Stayed,No,0,68,3103,,,Yes
3070-FNFZQ,Female,48,No,No,Yes,Yes,1,United States,California,Happy Camp,96039,"41.831901, -123.487478",41.831901,-123.487478,"1,294",Q3,Yes,1,23,Offer D,Yes,39.59,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.4,478.75,0,0,910.57,1389.32,4,Stayed,No,0,33,4698,,,Yes
2812-SFXMJ,Male,46,No,No,No,Yes,3,United States,California,Hat Creek,96040,"40.789799, -121.474529",40.789799,-121.474529,397,Q3,No,0,1,,Yes,7.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,20.05,0,0,7.66,27.71,3,Joined,No,0,27,4221,,,No
5014-WUQMG,Male,23,Yes,No,Yes,Yes,2,United States,California,Hornbrook,96044,"41.962127, -122.527696",41.962127,-122.527696,"1,026",Q3,Yes,1,47,Offer B,Yes,15.59,No,Yes,Fiber Optic,52,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,96.1,4391.45,0,0,732.73,5124.18,3,Stayed,No,0,68,5793,,,Yes
5312-TSZVC,Female,36,No,No,No,No,0,United States,California,Hyampom,96046,"40.648024, -123.465088",40.648024,-123.465088,268,Q3,No,0,15,,Yes,23.56,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.65,270.6,0,0,353.4,624,5,Stayed,No,0,34,4818,,,No
2782-JEEBU,Male,39,No,No,No,No,0,United States,California,Los Molinos,96055,"40.059385, -122.091481",40.059385,-122.091481,"3,756",Q3,No,0,21,,No,0,No,Yes,DSL,9,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,36,780.15,0,0,0,780.15,4,Stayed,No,0,64,3378,,,No
5127-BZENZ,Female,62,No,No,Yes,No,0,United States,California,Mcarthur,96056,"41.10831, -121.360362",41.10831,-121.360362,"1,554",Q3,Yes,1,56,Offer B,Yes,39.72,Yes,Yes,DSL,11,Yes,No,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,65.2,3512.15,0,0,2224.32,5736.47,3,Stayed,No,0,26,4775,,,Yes
2720-FVBQP,Female,28,Yes,No,Yes,Yes,1,United States,California,Mccloud,96057,"41.251322, -122.105209",41.251322,-122.105209,"1,586",Q3,Yes,1,6,Offer E,Yes,24.83,Yes,Yes,Cable,82,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.95,273.25,0,0,148.98,422.23,3,Stayed,No,0,30,3061,,,Yes
4522-XRWWI,Male,30,No,No,Yes,No,0,United States,California,Manton,96059,"40.426679, -121.850421",40.426679,-121.850421,598,Q3,Yes,1,42,Offer B,Yes,17.31,Yes,Yes,Cable,82,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,80.45,3375.9,0,0,727.02,4102.92,3,Stayed,No,0,62,4397,,,Yes
3766-EJLFL,Female,55,No,No,Yes,Yes,3,United States,California,Mill Creek,96061,"40.331975, -121.460674",40.331975,-121.460674,78,Q3,Yes,1,68,,Yes,18.42,Yes,Yes,Fiber Optic,53,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.05,7508.55,0,0,1252.56,8761.11,4,Stayed,No,0,80,6391,,,Yes
5939-SXWHM,Male,59,No,No,Yes,Yes,3,United States,California,Millville,96062,"40.531257, -122.148139",40.531257,-122.148139,830,Q3,Yes,1,48,Offer B,Yes,20.73,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,26.3,1245.05,0,0,995.04,2240.09,3,Stayed,No,0,72,2111,,,Yes
7643-RCHXS,Female,31,No,No,Yes,Yes,3,United States,California,Montgomery Creek,96065,"40.877552, -121.885884",40.877552,-121.885884,431,Q3,No,0,63,Offer B,Yes,41.84,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.35,1263.85,0,0,2635.92,3899.77,4,Stayed,No,0,23,4566,,,Yes
8246-SHFGA,Male,24,Yes,No,No,No,0,United States,California,Mount Shasta,96067,"41.33832, -122.290756",41.33832,-122.290756,"7,309",Q3,No,0,17,,Yes,34.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,21.1,385.55,0,0,578.34,963.89,3,Stayed,No,0,78,2842,,,No
0620-XEFWH,Male,41,No,No,Yes,Yes,1,United States,California,Oak Run,96069,"40.689243, -122.037023",40.689243,-122.037023,829,Q3,Yes,1,4,Offer E,Yes,39.04,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,18.85,84.2,0,0,156.16,240.36,4,Stayed,No,0,63,5279,,,Yes
6485-QXWWE,Female,51,No,No,No,Yes,3,United States,California,Old Station,96071,"40.656287, -121.428965",40.656287,-121.428965,182,Q3,No,0,62,Offer B,Yes,2.83,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,26,1638.7,0,0,175.46,1814.16,3,Stayed,No,0,46,4535,,,No
7321-VGNKU,Female,45,No,No,Yes,No,0,United States,California,Paskenta,96074,"39.884395, -122.587513",39.884395,-122.587513,263,Q3,Yes,1,2,Offer E,Yes,7.7,No,Yes,Fiber Optic,22,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.35,120.25,0,20,15.4,155.65,3,Joined,No,0,39,4917,,,Yes
5327-CNLUQ,Male,33,No,No,Yes,No,0,United States,California,Paynes Creek,96075,"40.343213, -121.815412",40.343213,-121.815412,433,Q3,Yes,1,48,Offer B,Yes,6.1,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,96.9,4473.45,0,0,292.8,4766.25,4,Stayed,No,0,38,2613,,,Yes
7552-KEYGT,Male,53,No,No,Yes,No,0,United States,California,Platina,96076,"40.367964, -122.937379",40.367964,-122.937379,215,Q3,Yes,1,27,Offer C,Yes,44.19,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.55,520.55,0,0,1193.13,1713.68,4,Stayed,No,0,44,4430,,,Yes
5816-JMLGY,Female,28,Yes,No,Yes,No,0,United States,California,Red Bluff,96080,"40.186772, -122.388361",40.186772,-122.388361,"26,438",Q3,Yes,4,70,,Yes,39.78,No,Yes,DSL,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.4,5717.85,0,0,2784.6,8502.45,5,Stayed,No,0,28,6367,,,Yes
2927-QRRQV,Male,44,No,No,Yes,No,0,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,88,Q3,Yes,1,46,Offer B,Yes,10.13,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,94.65,4312.5,0,0,465.98,4778.48,4,Stayed,No,0,79,4120,,,Yes
6265-SXWBU,Male,35,No,No,Yes,Yes,2,United States,California,Shingletown,96088,"40.497441, -121.827524",40.497441,-121.827524,"4,231",Q3,Yes,9,69,,Yes,42.45,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,95.75,6511.25,0,0,2929.05,9440.3,4,Stayed,No,0,74,5561,,,Yes
7941-RCJOW,Male,34,No,No,No,No,0,United States,California,Tehama,96090,"40.021787, -122.127576",40.021787,-122.127576,405,Q3,No,0,65,Offer B,Yes,44.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.55,1218.65,0,0,2905.5,4124.15,5,Stayed,No,0,76,4309,,,No
2387-KDZQY,Male,46,No,No,No,No,0,United States,California,Weaverville,96093,"40.759401, -122.939337",40.759401,-122.939337,"3,749",Q3,No,0,17,,Yes,31.6,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.1,279.5,0,0,537.2,816.7,4,Stayed,No,0,51,2185,,,No
3584-WKTTW,Male,23,Yes,No,Yes,No,0,United States,California,Weed,96094,"41.465121, -122.380947",41.465121,-122.380947,"5,896",Q3,Yes,2,51,Offer B,Yes,39.32,Yes,Yes,Fiber Optic,76,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,111.55,5720.35,0,0,2005.32,7725.67,4,Stayed,No,0,35,4053,,,Yes
3399-BMLVW,Male,40,No,No,Yes,No,0,United States,California,Whitmore,96096,"40.637105, -121.906949",40.637105,-121.906949,843,Q3,Yes,5,51,Offer B,Yes,9.53,No,Yes,DSL,10,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,60.5,3121.45,0,0,486.03,3607.48,3,Stayed,No,0,75,4994,,,Yes
1971-DTCZB,Female,52,No,No,Yes,No,0,United States,California,Yreka,96097,"41.764869, -122.671316",41.764869,-122.671316,"9,538",Q3,Yes,6,72,,Yes,42.64,Yes,Yes,DSL,15,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,90.95,6468.6,0,0,3070.08,9538.68,3,Stayed,No,0,54,6091,,,Yes
3374-PZLXD,Male,31,No,No,No,No,0,United States,California,Blairsden Graeagle,96103,"39.783747, -120.661032",39.783747,-120.661032,"1,839",Q3,No,0,34,Offer C,Yes,36.52,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,675.6,0,0,1241.68,1917.28,3,Stayed,No,0,73,4136,,,No
3813-DHBBB,Male,39,No,No,Yes,No,0,United States,California,Cedarville,96104,"41.505916, -120.152505",41.505916,-120.152505,857,Q3,Yes,10,67,,No,0,No,Yes,DSL,6,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,50.95,3521.7,0,0,0,3521.7,3,Stayed,No,0,77,6395,,,Yes
2812-REYAT,Female,56,No,No,Yes,No,0,United States,California,Chilcoot,96105,"39.872961, -120.198876",39.872961,-120.198876,650,Q3,Yes,3,49,,Yes,22.1,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.05,923.1,0,0,1082.9,2006,5,Stayed,No,0,72,5579,,,Yes
6518-PPLMZ,Male,38,No,No,Yes,Yes,3,United States,California,Clio,96106,"39.745805, -120.580882",39.745805,-120.580882,88,Q3,Yes,8,53,,Yes,25.32,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.4,1110.35,0,0,1341.96,2452.31,3,Stayed,No,0,73,4497,,,Yes
4939-KYYPY,Male,55,No,No,No,No,0,United States,California,Coleville,96107,"38.42528, -119.475741",38.42528,-119.475741,"1,332",Q3,No,0,27,,Yes,33.94,Yes,Yes,Cable,25,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59.45,1611.65,0,0,916.38,2528.03,4,Stayed,No,0,23,4818,,,No
5930-GBIWP,Male,46,No,No,No,No,0,United States,California,Doyle,96109,"40.012675, -120.101857",40.012675,-120.101857,"1,177",Q3,No,0,69,,Yes,3.24,Yes,Yes,Cable,26,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,81.5,5553.25,0,0,223.56,5776.81,4,Stayed,No,0,45,5286,,,No
6022-KOUQO,Female,51,No,No,Yes,Yes,2,United States,California,Eagleville,96110,"41.280341, -120.150381",41.280341,-120.150381,132,Q3,Yes,4,2,Offer E,No,0,No,Yes,Cable,27,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,29.05,44.75,0,0,0,44.75,4,Joined,No,0,22,4998,,,Yes
2361-UPSND,Female,45,No,No,Yes,No,0,United States,California,Herlong,96113,"40.198234, -120.18089",40.198234,-120.18089,946,Q3,Yes,6,46,,Yes,44.75,No,Yes,DSL,27,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,70.6,3231.05,0,0,2058.5,5289.55,3,Stayed,No,0,52,5433,,,Yes
6035-RIIOM,Female,39,No,No,No,No,0,United States,California,Janesville,96114,"40.294034, -120.512622",40.294034,-120.512622,"3,093",Q3,No,0,54,,Yes,31.55,Yes,Yes,Fiber Optic,8,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,97.2,5129.45,0,0,1703.7,6833.15,5,Stayed,No,0,55,4971,,,No
9504-DSHWM,Male,53,No,No,No,No,0,United States,California,Litchfield,96117,"40.507272, -120.338228",40.507272,-120.338228,385,Q3,No,0,20,,Yes,33.14,Yes,Yes,DSL,17,Yes,No,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,59.2,1191.2,0,130,662.8,1984,3,Stayed,No,0,58,5924,,,No
5035-BVCXS,Male,20,Yes,No,No,No,0,United States,California,Loyalton,96118,"39.637471, -120.226338",39.637471,-120.226338,"1,822",Q3,No,0,11,,Yes,13.55,No,Yes,Fiber Optic,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.9,866.4,0,0,149.05,1015.45,4,Stayed,No,0,70,4278,,,No
3533-UVMOM,Male,56,No,No,Yes,No,0,United States,California,Markleeville,96120,"38.735789, -119.85798",38.735789,-119.85798,957,Q3,Yes,4,68,,Yes,11.94,No,Yes,DSL,3,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,70.95,4741.45,0,0,811.92,5553.37,3,Stayed,No,0,43,5036,,,Yes
1478-VPOAD,Female,39,No,No,No,No,0,United States,California,Calpine,96124,"39.672813, -120.456699",39.672813,-120.456699,322,Q3,No,0,1,Offer E,Yes,37.5,No,Yes,DSL,3,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,43.8,43.8,0,0,37.5,81.3,5,Joined,No,0,31,4633,,,No
9995-HOTOH,Male,36,No,No,Yes,No,0,United States,California,Sierra City,96125,"39.600599, -120.636358",39.600599,-120.636358,348,Q3,Yes,1,63,,No,0,No,Yes,Cable,5,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,59,3707.6,0,0,0,3707.6,3,Stayed,No,0,20,5639,,,Yes
2988-PLAHS,Female,58,No,No,No,No,0,United States,California,Sierraville,96126,"39.559709, -120.345639",39.559709,-120.345639,227,Q3,No,0,3,Offer E,Yes,29.51,No,Yes,Cable,17,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,69.95,220.45,0,30,88.53,338.98,5,Joined,No,0,67,2754,,,No
1371-OJCEK,Female,25,Yes,No,No,No,0,United States,California,Standish,96128,"40.346634, -120.386422",40.346634,-120.386422,408,Q3,No,0,48,,Yes,13.67,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.35,1133.7,0,0,656.16,1789.86,5,Stayed,No,0,70,4200,,,No
4999-IEZLT,Male,45,No,No,No,No,0,United States,California,Susanville,96130,"40.559177, -120.612113",40.559177,-120.612113,"19,440",Q3,No,0,66,,No,0,No,Yes,Cable,15,No,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,29.45,1983.15,0,0,0,1983.15,3,Stayed,No,0,55,5112,,,No
8883-ANODQ,Female,44,No,No,Yes,Yes,1,United States,California,Termo,96132,"41.027281, -120.669427",41.027281,-120.669427,72,Q3,Yes,3,68,,Yes,24.94,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,84.4,5746.75,0,0,1695.92,7442.67,5,Stayed,No,0,34,5045,,,Yes
2351-RRBUE,Female,20,Yes,No,Yes,No,0,United States,California,Tulelake,96134,"41.813521, -121.492666",41.813521,-121.492666,"2,595",Q3,Yes,2,7,Offer E,Yes,41.64,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.65,134.05,0,0,291.48,425.53,4,Stayed,No,0,70,3575,,,Yes
5980-BDHPY,Male,48,No,No,Yes,No,0,United States,California,Wendel,96136,"40.345949, -120.081187",40.345949,-120.081187,162,Q3,Yes,5,72,,Yes,12.02,Yes,Yes,Cable,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,87.1,6230.1,0,0,865.44,7095.54,3,Stayed,No,0,76,5993,,,Yes
1498-DQNRX,Female,46,No,No,Yes,No,0,United States,California,Westwood,96137,"40.271535, -121.018087",40.271535,-121.018087,"4,158",Q3,No,0,29,,Yes,5.69,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.85,573.05,0,0,165.01,738.06,4,Stayed,No,0,59,2712,,,Yes
9469-WEJBT,Male,56,No,No,Yes,No,0,United States,California,Carnelian Bay,96140,"39.227434, -120.091806",39.227434,-120.091806,"1,943",Q3,Yes,4,37,,Yes,6.99,No,Yes,Fiber Optic,22,No,No,Yes,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,90.35,3419.3,0,150,258.63,3827.93,3,Stayed,No,0,76,3347,,,Yes
2581-VKIRT,Female,57,No,No,Yes,No,0,United States,California,Kings Beach,96143,"39.246654, -120.029273",39.246654,-120.029273,"4,806",Q3,Yes,6,59,,Yes,14.49,Yes,Yes,Cable,25,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Mailed Check,65.5,3801.3,0,0,854.91,4656.21,3,Stayed,No,0,35,5631,,,Yes
2851-MMUTZ,Female,29,Yes,No,No,No,0,United States,California,Tahoe Vista,96148,"39.24124, -120.054765",39.24124,-120.054765,678,Q3,No,0,27,,Yes,1.31,No,Yes,Cable,53,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,56.15,1439.35,0,0,35.37,1474.72,3,Stayed,No,0,69,3056,,,No
3307-TLCUD,Male,36,No,No,Yes,No,0,United States,California,Los Angeles,90001,"33.973616, -118.24902",33.973616,-118.24902,"54,492",Q3,Yes,1,17,,No,0,No,Yes,Cable,10,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,34.4,592.75,0,0,0,592.75,3,Stayed,No,0,45,4207,,,Yes
6625-FLENO,Male,31,No,No,Yes,No,0,United States,California,Los Angeles,90002,"33.949255, -118.246978",33.949255,-118.246978,"44,586",Q3,Yes,9,58,,Yes,18.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.75,1185.95,0,0,1083.44,2269.39,5,Stayed,No,0,20,4927,,,Yes
2967-MXRAV,Male,29,Yes,No,Yes,No,0,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,"58,198",Q3,Yes,9,1,,Yes,43.57,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,18.8,18.8,0,0,43.57,62.37,3,Joined,No,0,51,5160,,,Yes
8189-HBVRW,Female,50,No,No,No,No,0,United States,California,Los Angeles,90005,"34.059281, -118.30742",34.059281,-118.30742,"43,019",Q3,No,0,53,,Yes,2.51,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,90.8,4921.2,0,60,133.03,5114.23,3,Stayed,No,0,20,5249,,,No
4163-KIUHY,Male,21,Yes,No,No,No,0,United States,California,Los Angeles,90006,"34.048013, -118.293953",34.048013,-118.293953,"62,784",Q3,No,0,35,,Yes,39.84,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.6,901.25,0,0,1394.4,2295.65,4,Stayed,No,0,56,2980,,,No
3500-NSDOA,Male,35,No,No,Yes,No,0,United States,California,Los Angeles,90008,"34.008293, -118.346766",34.008293,-118.346766,"30,852",Q3,Yes,1,68,,Yes,11.12,Yes,Yes,Cable,10,No,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,70.8,4859.95,0,0,756.16,5616.11,4,Stayed,No,0,61,5540,,,Yes
1171-TYKUR,Male,20,Yes,No,Yes,No,0,United States,California,Los Angeles,90010,"34.062125, -118.315709",34.062125,-118.315709,"1,957",Q3,Yes,1,47,,Yes,10.07,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,25.4,1139.2,0,0,473.29,1612.49,3,Stayed,No,0,33,3159,,,Yes
1219-NNDDO,Female,51,No,No,No,No,0,United States,California,Los Angeles,90015,"34.039224, -118.266293",34.039224,-118.266293,"15,140",Q3,No,0,9,Offer E,Yes,42.41,Yes,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.85,663.55,0,0,381.69,1045.24,5,Stayed,No,0,38,4834,,,No
8388-DMKAE,Female,41,No,No,No,No,0,United States,California,Los Angeles,90016,"34.028331, -118.354338",34.028331,-118.354338,"46,984",Q3,No,0,8,Offer E,Yes,15.86,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20.25,174.65,0,0,126.88,301.53,5,Stayed,No,0,37,2653,,,No
4403-BWPAY,Male,40,No,No,No,No,0,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,"20,692",Q3,No,0,14,,Yes,33.5,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,24.8,321.7,0,0,469,790.7,4,Stayed,No,0,22,4527,,,No
9659-QEQSY,Female,26,Yes,No,No,No,0,United States,California,Los Angeles,90018,"34.028735, -118.317236",34.028735,-118.317236,"47,143",Q3,No,0,45,,Yes,33.73,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,115.65,5125.5,0,0,1517.85,6643.35,3,Stayed,No,0,75,3974,,,No
5405-ZMYXQ,Female,21,Yes,No,No,No,0,United States,California,Los Angeles,90019,"34.049841, -118.33846",34.049841,-118.33846,"67,520",Q3,No,0,8,Offer E,Yes,1.28,Yes,Yes,Fiber Optic,42,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.6,548.9,0,0,10.24,559.14,5,Stayed,No,0,57,2142,,,No
1442-OKRJE,Male,40,No,No,Yes,Yes,2,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,"3,012",Q3,Yes,7,66,,Yes,39.45,No,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.15,7031.3,0,0,2603.7,9635,4,Stayed,No,0,80,4663,,,Yes
4737-AQCPU,Male,39,No,No,Yes,No,0,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,"68,701",Q3,Yes,5,72,,Yes,42.55,Yes,Yes,DSL,18,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,72.1,5016.65,0,0,3063.6,8080.25,3,Stayed,No,0,42,4658,,,Yes
2808-CHTDM,Female,47,No,No,Yes,Yes,2,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,"44,150",Q3,Yes,4,23,,Yes,35.86,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25.1,611.45,0,0,824.78,1436.23,5,Stayed,No,0,67,2267,,,Yes
0793-TWELN,Female,27,Yes,No,No,No,0,United States,California,Los Angeles,90026,"34.078991, -118.263804",34.078991,-118.263804,"73,686",Q3,No,0,4,Offer E,Yes,6.5,Yes,Yes,Fiber Optic,73,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.15,319.85,0,0,26,345.85,3,Stayed,No,0,62,2841,,,No
3283-WCWXT,Male,58,No,No,Yes,Yes,3,United States,California,Los Angeles,90027,"34.127194, -118.295647",34.127194,-118.295647,"48,727",Q3,Yes,8,6,Offer E,Yes,31.73,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25.4,153.3,0,0,190.38,343.68,3,Stayed,No,0,52,2882,,,Yes
5451-MHQOF,Male,64,No,No,Yes,No,0,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,"38,415",Q3,Yes,7,56,,Yes,32.93,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,24.45,1431.65,0,0,1844.08,3275.73,3,Stayed,No,0,78,5623,,,Yes
4836-WNFNO,Female,56,No,No,Yes,No,0,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,"46,960",Q3,Yes,7,72,,Yes,39.98,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25,1849.2,0,0,2878.56,4727.76,4,Stayed,No,0,35,6126,,,Yes
9225-BZLNZ,Male,64,No,No,Yes,No,0,United States,California,Los Angeles,90033,"34.050198, -118.210946",34.050198,-118.210946,"49,431",Q3,Yes,9,72,,Yes,16.58,Yes,Yes,DSL,30,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,85.25,6083.1,0,0,1193.76,7276.86,3,Stayed,No,0,52,6275,,,Yes
0354-VXMJC,Male,60,No,No,Yes,Yes,3,United States,California,Los Angeles,90034,"34.030578, -118.399613",34.030578,-118.399613,"58,218",Q3,Yes,10,23,,Yes,34.04,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,426.65,0,0,782.92,1209.57,5,Stayed,No,0,35,4617,,,Yes
4422-QVIJA,Female,52,No,No,No,Yes,1,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,"27,799",Q3,No,0,35,,Yes,38.82,Yes,Yes,DSL,19,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,50.15,1655.35,0,130,1358.7,3144.05,3,Stayed,No,0,74,5879,,,No
8332-OSJDW,Male,54,No,No,Yes,No,0,United States,California,Los Angeles,90038,"34.088017, -118.327168",34.088017,-118.327168,"32,562",Q3,Yes,5,12,,Yes,45.15,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,26.4,314.95,0,0,541.8,856.75,4,Stayed,No,0,65,3277,,,Yes
4735-BJKOU,Female,33,No,No,No,No,0,United States,California,Los Angeles,90039,"34.110845, -118.259595",34.110845,-118.259595,"29,310",Q3,No,0,40,,Yes,8.36,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20.15,804.85,0,0,334.4,1139.25,5,Stayed,No,0,64,3915,,,No
0274-JKUJR,Male,21,Yes,No,Yes,Yes,2,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,"9,805",Q3,Yes,9,7,Offer E,No,0,No,Yes,Cable,47,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,58.85,465.7,0,0,0,465.7,3,Stayed,No,0,76,3332,,,Yes
5740-YHGTW,Male,62,No,No,Yes,Yes,3,United States,California,Los Angeles,90041,"34.137412, -118.207607",34.137412,-118.207607,"27,866",Q3,Yes,8,70,,Yes,32.38,Yes,Yes,Fiber Optic,53,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,97.55,6669.05,0,0,2266.6,8935.65,4,Stayed,No,0,49,4551,,,Yes
8917-SZTTJ,Male,31,No,No,Yes,Yes,1,United States,California,Los Angeles,90042,"34.11572, -118.192754",34.11572,-118.192754,"64,672",Q3,Yes,7,60,,Yes,21.98,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,1161.75,0,0,1318.8,2480.55,5,Stayed,No,0,50,6315,,,Yes
1696-MZVAU,Male,27,Yes,No,Yes,No,0,United States,California,Los Angeles,90043,"33.988543, -118.334081",33.988543,-118.334081,"44,764",Q3,Yes,8,39,,No,0,No,Yes,DSL,48,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,25.25,947.75,0,0,0,947.75,3,Stayed,No,0,21,4259,,,Yes
7359-WWYJV,Male,53,No,No,Yes,No,0,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,"87,383",Q3,Yes,5,72,,Yes,6.29,Yes,Yes,Fiber Optic,8,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,114.45,8375.05,0,0,452.88,8827.93,4,Stayed,No,0,53,6274,,,Yes
4906-ZHGPK,Male,49,No,No,Yes,No,0,United States,California,Los Angeles,90046,"34.108455, -118.362081",34.108455,-118.362081,"49,839",Q3,Yes,3,54,,Yes,48.45,Yes,Yes,DSL,28,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,70.7,3770,0,0,2616.3,6386.3,3,Stayed,No,0,77,5276,,,Yes
3795-GWTRD,Female,58,No,No,Yes,No,0,United States,California,Los Angeles,90048,"34.072945, -118.37267",34.072945,-118.37267,"21,739",Q3,Yes,7,63,,Yes,6.33,No,Yes,Cable,30,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,75.55,4707.85,0,0,398.79,5106.64,4,Stayed,No,0,64,4626,,,Yes
1298-PHBTI,Male,40,No,No,Yes,Yes,3,United States,California,Los Angeles,90049,"34.091829, -118.491244",34.091829,-118.491244,"33,523",Q3,Yes,9,71,,Yes,33.67,Yes,Yes,Fiber Optic,75,No,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,84.8,6152.4,0,0,2390.57,8542.97,3,Stayed,No,0,43,5952,,,Yes
6223-DHJGV,Female,56,No,No,No,No,0,United States,California,Los Angeles,90056,"33.987945, -118.370442",33.987945,-118.370442,"8,115",Q3,No,0,42,,Yes,23.25,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.65,958.1,0,0,976.5,1934.6,4,Stayed,No,0,49,5956,,,No
6961-MJKBO,Male,27,Yes,No,No,No,0,United States,California,Los Angeles,90057,"34.061918, -118.277939",34.061918,-118.277939,"44,004",Q3,No,0,47,,Yes,6.61,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.45,943,0,0,310.67,1253.67,4,Stayed,No,0,72,4342,,,No
8158-WPEZG,Male,20,Yes,No,No,No,0,United States,California,Los Angeles,90061,"33.92128, -118.274186",33.92128,-118.274186,"24,511",Q3,No,0,11,,No,0,No,Yes,DSL,73,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,35.65,425.1,0,0,0,425.1,4,Stayed,No,0,61,4986,,,No
0727-BNRLG,Male,41,No,No,No,No,0,United States,California,Los Angeles,90064,"34.037251, -118.423573",34.037251,-118.423573,"24,505",Q3,No,0,69,Offer A,Yes,49.35,Yes,Yes,Fiber Optic,30,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,97.65,6743.55,0,0,3405.15,10148.7,3,Stayed,No,0,20,5709,,,No
6435-SRWBJ,Female,21,Yes,No,No,No,0,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,"21,728",Q3,No,0,5,Offer E,Yes,29.74,Yes,Yes,Fiber Optic,42,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,82.75,417.75,0,0,148.7,566.45,4,Stayed,No,0,36,5269,,,No
9964-WBQDJ,Female,19,Yes,No,Yes,No,0,United States,California,West Hollywood,90069,"34.093781, -118.381061",34.093781,-118.381061,"20,408",Q3,Yes,1,71,Offer A,Yes,24.72,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.4,1725.4,0,0,1755.12,3480.52,5,Stayed,No,0,56,4412,,,Yes
6303-KFWSL,Female,28,Yes,No,No,No,0,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,21,Q3,No,0,29,,Yes,39.35,Yes,Yes,DSL,69,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,55.25,1620.2,0,0,1141.15,2761.35,4,Stayed,No,0,55,5481,,,No
1702-CCFNJ,Male,39,No,No,Yes,No,0,United States,California,Los Angeles,90077,"34.102084, -118.451629",34.102084,-118.451629,"10,470",Q3,Yes,3,52,,Yes,44.65,Yes,Yes,Cable,3,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,61.35,3169.55,0,0,2321.8,5491.35,3,Stayed,No,0,49,4729,,,Yes
8932-CZHRQ,Male,40,No,No,No,No,0,United States,California,Bell,90201,"33.970343, -118.171368",33.970343,-118.171368,"105,285",Q3,No,0,68,Offer A,Yes,20.29,Yes,Yes,DSL,29,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,76.75,5233.25,0,0,1379.72,6612.97,4,Stayed,No,0,33,5395,,,No
0386-CWRGM,Female,61,No,No,Yes,Yes,1,United States,California,Beverly Hills,90210,"34.099891, -118.414338",34.099891,-118.414338,"21,397",Q3,Yes,9,46,,Yes,47.5,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,967.85,0,0,2185,3152.85,4,Stayed,No,0,47,2320,,,Yes
5515-RUGKN,Male,63,No,No,No,No,0,United States,California,Beverly Hills,90211,"34.063947, -118.383001",34.063947,-118.383001,"8,321",Q3,No,0,8,,Yes,30.53,No,Yes,DSL,26,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,54.75,438.05,0,0,244.24,682.29,5,Stayed,No,0,53,5317,,,No
0404-AHASP,Male,23,Yes,No,Yes,No,0,United States,California,Beverly Hills,90212,"34.062095, -118.401508",34.062095,-118.401508,"11,355",Q3,Yes,10,72,Offer A,Yes,27.97,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,1421.9,0,0,2013.84,3435.74,3,Stayed,No,0,36,6436,,,Yes
7279-NMVJC,Female,38,No,No,No,No,0,United States,California,Compton,90220,"33.88151, -118.234451",33.88151,-118.234451,"47,305",Q3,No,0,17,,Yes,25.62,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.9,323.15,0,0,435.54,758.69,4,Stayed,No,0,70,2093,,,No
2081-VEYEH,Male,42,No,No,No,No,0,United States,California,Compton,90221,"33.885811, -118.206459",33.885811,-118.206459,"51,387",Q3,No,0,3,Offer E,Yes,12.66,No,Yes,Fiber Optic,28,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,107.95,318.6,0,0,37.98,356.58,3,Joined,No,0,70,5653,,,No
9060-HJJRW,Female,52,No,No,No,No,0,United States,California,Culver City,90232,"34.019323, -118.391902",34.019323,-118.391902,"15,195",Q3,No,0,51,,No,0,No,Yes,DSL,24,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,56.4,2928.5,0,0,0,2928.5,4,Stayed,No,0,62,4380,,,No
2587-YNLES,Female,52,No,No,Yes,Yes,1,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,"24,908",Q3,Yes,4,6,Offer E,Yes,25.05,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.1,100.35,0,0,150.3,250.65,4,Stayed,No,0,42,5874,,,Yes
7398-SKNQZ,Female,51,No,No,Yes,No,0,United States,California,Downey,90241,"33.940884, -118.128628",33.940884,-118.128628,"40,152",Q3,Yes,5,3,,Yes,2.97,Yes,Yes,Fiber Optic,7,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,94.9,273.2,0,0,8.91,282.11,5,Joined,No,0,58,2330,,,Yes
1958-RNRKS,Male,62,No,No,Yes,No,0,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,"16,041",Q3,Yes,4,30,,Yes,5.56,Yes,Yes,DSL,8,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,49.9,1441.95,0,100,166.8,1708.75,4,Stayed,No,0,45,3712,,,Yes
5136-RGMZO,Male,39,No,No,No,No,0,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,"47,758",Q3,No,0,31,,Yes,6.4,Yes,Yes,Cable,24,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71.05,2168.15,0,0,198.4,2366.55,4,Stayed,No,0,37,4443,,,No
8345-MVDYC,Female,57,No,No,No,No,0,United States,California,Gardena,90248,"33.876482, -118.284077",33.876482,-118.284077,"9,960",Q3,No,0,45,Offer B,Yes,37.39,No,Yes,DSL,30,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,81.65,3618.7,0,0,1682.55,5301.25,3,Stayed,No,0,41,5937,,,No
8226-BXGES,Male,30,No,No,Yes,No,0,United States,California,Gardena,90249,"33.90139, -118.315697",33.90139,-118.315697,"26,442",Q3,Yes,5,64,Offer B,Yes,13.8,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,89.45,5692.65,0,0,883.2,6575.85,3,Stayed,No,0,67,5519,,,Yes
1015-OWJKI,Male,46,No,No,No,No,0,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,"33,300",Q3,No,0,1,,Yes,5.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.05,19.05,0,0,5.02,24.07,4,Joined,No,0,59,5279,,,No
2040-XBAVJ,Male,51,No,No,Yes,Yes,1,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,11,Q3,No,0,72,Offer A,Yes,24.95,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,114.45,8100.55,0,0,1796.4,9896.95,3,Stayed,No,0,32,4700,,,Yes
8887-IPQNC,Female,61,No,No,Yes,No,0,United States,California,Manhattan Beach,90266,"33.889632, -118.39737",33.889632,-118.39737,"33,758",Q3,Yes,4,7,,Yes,31.43,No,Yes,DSL,24,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,44.25,313.45,0,0,220.01,533.46,5,Stayed,No,0,58,5014,,,Yes
8646-JCOMS,Female,43,No,No,Yes,No,0,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,"28,094",Q3,Yes,6,66,Offer A,Yes,11.72,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,90.55,6130.95,0,0,773.52,6904.47,5,Stayed,No,0,38,4958,,,Yes
1222-KJNZD,Male,61,No,No,Yes,Yes,1,United States,California,Palos Verdes Peninsula,90274,"33.788208, -118.404955",33.788208,-118.404955,"24,979",Q3,Yes,2,40,Offer B,Yes,1.89,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.4,745.3,0,0,75.6,820.9,3,Stayed,No,0,72,5918,,,Yes
0106-GHRQR,Male,24,Yes,No,No,No,0,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,"41,263",Q3,No,0,16,,Yes,25.71,Yes,Yes,DSL,48,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,71.4,1212.1,0,0,411.36,1623.46,5,Stayed,No,0,39,3360,,,No
3768-VHXQO,Male,19,Yes,No,Yes,No,0,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,"37,322",Q3,Yes,9,67,Offer A,Yes,3.28,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.85,1583.5,0,0,219.76,1803.26,4,Stayed,No,0,51,4833,,,Yes
8952-WCVCD,Female,45,No,No,Yes,No,0,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,"96,267",Q3,Yes,2,41,Offer B,Yes,9.85,No,Yes,Fiber Optic,14,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.45,4162.05,0,0,403.85,4565.9,3,Stayed,No,0,65,2719,,,Yes
2418-TPEUN,Female,58,No,No,Yes,Yes,1,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,"5,451",Q3,Yes,2,56,Offer B,Yes,48.56,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.8,1119.9,0,0,2719.36,3839.26,3,Stayed,No,0,59,4681,,,Yes
3963-RYFNS,Female,25,Yes,No,No,No,0,United States,California,Venice,90291,"33.991782, -118.479229",33.991782,-118.479229,"31,021",Q3,No,0,72,Offer A,Yes,48.52,Yes,Yes,Fiber Optic,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,116.45,8013.55,0,90,3493.44,11596.99,4,Stayed,No,0,20,5567,,,No
8540-ZQGEA,Female,58,No,No,Yes,No,0,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,"11,264",Q3,Yes,1,54,Offer B,Yes,32.72,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,1102.4,0,0,1766.88,2869.28,5,Stayed,No,0,40,4212,,,Yes
4137-JOPHL,Female,63,No,No,No,No,0,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,"30,779",Q3,No,0,50,Offer B,Yes,29.8,No,Yes,Fiber Optic,26,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,89.7,4304.5,0,0,1490,5794.5,4,Stayed,No,0,45,5306,,,No
7801-CEDNV,Male,33,No,No,Yes,No,0,United States,California,Inglewood,90304,"33.936827, -118.359824",33.936827,-118.359824,"28,680",Q3,Yes,10,27,,Yes,9.01,No,Yes,DSL,5,Yes,No,No,No,No,No,No,Yes,One Year,No,Credit Card,48.7,1421.75,0,0,243.27,1665.02,3,Stayed,No,0,30,3560,,,Yes
3658-QQJYD,Male,56,No,No,No,No,0,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,"5,221",Q3,No,0,62,Offer B,Yes,38.33,No,Yes,Cable,30,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,74.3,4698.05,0,0,2376.46,7074.51,4,Stayed,No,0,77,5974,,,No
1803-BGNBD,Female,59,No,No,No,No,0,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,"11,509",Q3,No,0,12,Offer D,Yes,37.63,No,Yes,DSL,26,No,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,54.3,654.5,0,130,451.56,1236.06,3,Stayed,No,0,63,3854,,,No
6950-TWMYB,Male,31,No,No,Yes,Yes,8,United States,California,Santa Monica,90404,"34.026334, -118.474222",34.026334,-118.474222,"19,975",Q3,Yes,2,54,Offer B,Yes,46.7,No,Yes,Fiber Optic,75,No,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,79.95,4362.05,0,0,2521.8,6883.85,3,Stayed,No,0,48,4387,,,Yes
5848-FHRFC,Female,49,No,No,No,No,0,United States,California,Santa Monica,90405,"34.005439, -118.477507",34.005439,-118.477507,"26,099",Q3,No,0,68,Offer A,Yes,2.83,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.05,1386.9,0,0,192.44,1579.34,4,Stayed,No,0,63,5740,,,No
2243-FNMMI,Male,20,Yes,No,No,No,0,United States,California,Torrance,90501,"33.833699, -118.314387",33.833699,-118.314387,"40,705",Q3,No,0,20,Offer D,Yes,31.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.4,415.4,0,0,620.4,1035.8,3,Stayed,No,0,32,4958,,,No
2511-MORQY,Male,46,No,No,Yes,No,0,United States,California,Torrance,90502,"33.833181, -118.292062",33.833181,-118.292062,"17,058",Q3,Yes,4,50,Offer B,Yes,10.33,Yes,Yes,DSL,6,No,No,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,54.9,2614.1,0,0,516.5,3130.6,4,Stayed,No,0,41,4322,,,Yes
5356-KZCKT,Male,42,No,No,No,No,0,United States,California,Torrance,90503,"33.840399, -118.353714",33.840399,-118.353714,"41,979",Q3,No,0,58,Offer B,Yes,2.38,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.45,1513.6,0,0,138.04,1651.64,4,Stayed,No,0,38,6490,,,No
9470-XCCEM,Male,41,No,No,Yes,Yes,3,United States,California,Torrance,90504,"33.867257, -118.330794",33.867257,-118.330794,"31,678",Q3,Yes,4,35,,Yes,48.08,Yes,Yes,Fiber Optic,53,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,89.65,3161.6,0,40,1682.8,4884.4,3,Stayed,No,0,34,2622,,,Yes
6519-CFDBX,Female,31,No,No,No,No,0,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,"34,873",Q3,No,0,2,,Yes,10.81,No,Yes,Cable,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.4,80.95,0,0,21.62,102.57,3,Joined,No,0,45,4964,,,No
3902-MIVLE,Male,35,No,No,Yes,No,0,United States,California,Whittier,90601,"34.007353, -118.033683",34.007353,-118.033683,"32,050",Q3,Yes,3,63,Offer B,Yes,12.15,Yes,Yes,DSL,21,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,75.7,4676.7,0,0,765.45,5442.15,3,Stayed,No,0,62,5113,,,Yes
0409-WTMPL,Female,35,No,No,Yes,No,0,United States,California,Whittier,90602,"33.972119, -118.020188",33.972119,-118.020188,"26,265",Q3,Yes,8,58,Offer B,Yes,37.95,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,110.65,6526.65,0,0,2201.1,8727.75,3,Stayed,No,0,55,4761,,,Yes
8763-KIAFH,Female,37,No,No,Yes,No,0,United States,California,Whittier,90603,"33.945318, -117.992066",33.945318,-117.992066,"19,109",Q3,Yes,10,27,,Yes,20.96,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.55,583.3,0,0,565.92,1149.22,4,Stayed,No,0,31,2269,,,Yes
3669-WHAFY,Female,57,No,No,Yes,No,0,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,"37,887",Q3,Yes,7,71,Offer A,Yes,9.44,Yes,Yes,Fiber Optic,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,115.15,8078.1,0,0,670.24,8748.34,3,Stayed,No,0,24,4144,,,Yes
3055-VTCGS,Female,35,No,No,No,No,0,United States,California,Whittier,90605,"33.960891, -118.032222",33.960891,-118.032222,"38,181",Q3,No,0,63,Offer B,Yes,27.38,No,Yes,DSL,9,No,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,58.55,3503.5,0,0,1724.94,5228.44,3,Stayed,No,0,63,6312,,,No
3144-KMTWZ,Male,40,No,No,Yes,No,0,United States,California,Whittier,90606,"33.976678, -118.065875",33.976678,-118.065875,"32,148",Q3,Yes,8,71,Offer A,Yes,26.56,Yes,Yes,Fiber Optic,7,No,Yes,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,93.25,6669.45,0,90,1885.76,8645.21,4,Stayed,No,0,63,6035,,,Yes
2007-QVGAW,Female,51,No,No,Yes,Yes,1,United States,California,Cypress,90630,"33.818477, -118.038307",33.818477,-118.038307,"47,344",Q3,Yes,10,68,Offer A,Yes,46.61,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.35,1292.65,0,0,3169.48,4462.13,4,Stayed,No,0,27,6303,,,Yes
5207-PLSTK,Male,32,No,No,Yes,Yes,2,United States,California,La Habra,90631,"33.940619, -117.9513",33.940619,-117.9513,"67,354",Q3,Yes,10,1,,Yes,26.26,No,Yes,DSL,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.75,48.75,0,0,26.26,75.01,4,Joined,No,0,58,5068,,,Yes
2155-AMQRX,Female,37,No,No,No,No,0,United States,California,Norwalk,90650,"33.905963, -118.08263",33.905963,-118.08263,"103,214",Q3,No,0,28,,Yes,3.25,Yes,Yes,Cable,11,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.9,1505.15,0,0,91,1596.15,3,Stayed,No,0,26,2885,,,No
6181-AXXYF,Male,54,No,No,Yes,Yes,2,United States,California,Pico Rivera,90660,"33.989524, -118.089299",33.989524,-118.089299,"63,288",Q3,Yes,3,72,Offer A,Yes,47.69,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.75,1859.1,0,0,3433.68,5292.78,4,Stayed,No,0,71,4185,,,Yes
5091-HFAZW,Female,36,No,No,No,No,0,United States,California,Santa Fe Springs,90670,"33.933565, -118.062611",33.933565,-118.062611,"16,271",Q3,No,0,2,,Yes,46.78,No,Yes,Fiber Optic,12,Yes,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,91.15,168.5,0,10,93.56,272.06,3,Joined,No,0,52,2686,,,No
1568-LJSZU,Male,39,No,No,Yes,No,0,United States,California,Harbor City,90710,"33.798266, -118.300237",33.798266,-118.300237,"24,660",Q3,Yes,4,68,Offer A,Yes,38.38,Yes,Yes,DSL,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,92.2,6392.85,0,0,2609.84,9002.69,3,Stayed,No,0,43,4451,,,Yes
7416-CKTEP,Female,54,No,No,Yes,No,0,United States,California,Lakewood,90715,"33.841027, -118.078097",33.841027,-118.078097,"20,890",Q3,Yes,10,57,Offer B,Yes,23.28,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.6,1134.25,0,0,1326.96,2461.21,4,Stayed,No,0,77,6064,,,Yes
2586-CWXVV,Male,45,No,No,Yes,No,0,United States,California,Hawaiian Gardens,90716,"33.830431, -118.074071",33.830431,-118.074071,"14,852",Q3,Yes,9,54,Offer B,No,0,No,Yes,Cable,9,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,30.4,1621.35,0,0,0,1621.35,4,Stayed,No,0,78,4778,,,Yes
2348-KCJLT,Female,60,No,No,Yes,No,0,United States,California,Los Alamitos,90720,"33.79499, -118.065591",33.79499,-118.065591,"21,343",Q3,Yes,8,44,Offer B,Yes,44.87,No,Yes,Cable,20,Yes,Yes,Yes,No,No,No,No,No,One Year,Yes,Credit Card,61.5,2722.2,0,150,1974.28,4846.48,3,Stayed,No,0,21,2059,,,Yes
8401-EMUWF,Male,64,No,No,Yes,Yes,1,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,"55,306",Q3,Yes,10,42,Offer B,Yes,16.67,Yes,Yes,Cable,17,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.4,3058.3,0,0,700.14,3758.44,3,Stayed,No,0,36,4701,,,Yes
4193-IBKSW,Male,27,Yes,No,Yes,Yes,1,United States,California,San Pedro,90731,"33.736387, -118.284363",33.736387,-118.284363,"58,639",Q3,Yes,1,72,Offer A,Yes,35.33,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.75,1769.6,0,0,2543.76,4313.36,3,Stayed,No,0,67,6232,,,Yes
5377-NDTOU,Female,26,Yes,No,Yes,No,0,United States,California,San Pedro,90732,"33.744119, -118.31448",33.744119,-118.31448,"21,279",Q3,Yes,3,71,Offer A,Yes,9.5,Yes,Yes,Cable,76,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,91.05,6293.75,0,0,674.5,6968.25,3,Stayed,No,0,39,4644,,,Yes
2474-LCNUE,Female,20,Yes,No,Yes,No,0,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,"1,107",Q3,Yes,5,23,Offer D,Yes,14.53,Yes,Yes,Cable,48,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,73.65,1642.75,0,0,334.19,1976.94,5,Stayed,No,0,61,2590,,,Yes
0839-QNXME,Female,35,No,No,No,No,0,United States,California,Surfside,90743,"33.728273, -118.085304",33.728273,-118.085304,174,Q3,No,0,30,,Yes,9.27,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,578.5,0,0,278.1,856.6,3,Stayed,No,0,78,3986,,,No
3506-OVLKD,Male,40,No,No,No,No,0,United States,California,Wilmington,90744,"33.782068, -118.262263",33.782068,-118.262263,"53,323",Q3,No,0,35,,Yes,49.13,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,26.2,954.9,0,0,1719.55,2674.45,3,Stayed,No,0,80,4419,,,No
6650-VJONK,Male,54,No,No,No,No,0,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,"25,566",Q3,No,0,1,,Yes,15.9,No,Yes,Cable,27,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,43.85,43.85,0,10,15.9,69.75,4,Joined,No,0,39,5913,,,No
2178-PMGCJ,Male,22,Yes,No,No,No,0,United States,California,Long Beach,90802,"33.752524, -118.210737",33.752524,-118.210737,"38,427",Q3,No,0,22,Offer D,Yes,15.77,No,Yes,Fiber Optic,42,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.7,1490.4,0,0,346.94,1837.34,3,Stayed,No,0,32,4838,,,No
7492-TAFJD,Male,26,Yes,No,Yes,No,0,United States,California,Long Beach,90803,"33.760458, -118.129725",33.760458,-118.129725,"31,352",Q3,Yes,5,7,,No,0,No,Yes,Cable,58,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,38.55,280,0,0,0,280,4,Stayed,No,0,70,3345,,,Yes
2773-MADBQ,Female,46,No,No,No,No,0,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,"43,467",Q3,No,0,36,,No,0,No,Yes,Cable,9,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,53.1,1901.25,0,0,0,1901.25,3,Stayed,No,0,40,2751,,,No
6016-LVTJQ,Female,39,No,No,Yes,Yes,1,United States,California,Long Beach,90805,"33.864622, -118.179626",33.864622,-118.179626,"91,664",Q3,Yes,7,34,,Yes,9.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.65,716.4,0,0,328.44,1044.84,3,Stayed,No,0,74,5099,,,Yes
7860-KSUGX,Male,25,Yes,No,Yes,No,0,United States,California,Long Beach,90806,"33.802664, -118.179971",33.802664,-118.179971,"49,647",Q3,Yes,1,72,Offer A,Yes,32.67,Yes,Yes,Cable,48,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,64.45,4720,0,0,2352.24,7072.24,3,Stayed,No,0,74,6330,,,Yes
8966-KZXXA,Male,48,No,No,Yes,Yes,1,United States,California,Long Beach,90807,"33.830099, -118.182239",33.830099,-118.182239,"31,556",Q3,Yes,9,36,,Yes,34.79,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.1,930.95,0,0,1252.44,2183.39,3,Stayed,No,0,45,3040,,,Yes
5149-QYTTU,Female,35,No,No,Yes,Yes,1,United States,California,Long Beach,90814,"33.771612, -118.143866",33.771612,-118.143866,"19,034",Q3,Yes,3,71,Offer A,Yes,34.53,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,No,No,No,No,One Year,Yes,Credit Card,95.15,6770.85,0,0,2451.63,9222.48,3,Stayed,No,0,41,5647,,,Yes
2085-BOJKI,Male,33,No,No,Yes,No,0,United States,California,Long Beach,90822,"33.778436, -118.118648",33.778436,-118.118648,425,Q3,Yes,1,17,Offer D,Yes,28.83,No,Yes,Fiber Optic,5,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,96.65,1588.25,0,0,490.11,2078.36,5,Stayed,No,0,37,5228,,,Yes
0817-HSUSE,Male,26,Yes,No,No,No,0,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,"36,243",Q3,No,0,1,,Yes,5.63,No,Yes,Cable,52,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,75.5,75.5,0,0,5.63,81.13,5,Joined,No,0,43,2954,,,No
5442-PPTJY,Male,44,No,No,Yes,Yes,3,United States,California,Arcadia,91006,"34.137319, -118.029837",34.137319,-118.029837,"30,028",Q3,Yes,7,12,Offer D,Yes,4.71,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,258.35,0,0,56.52,314.87,4,Stayed,No,0,24,5104,,,Yes
1927-QEWMY,Female,51,No,No,Yes,No,0,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,"30,933",Q3,Yes,6,72,Offer A,Yes,43.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,1502.25,0,0,3161.52,4663.77,4,Stayed,No,0,25,6302,,,Yes
1663-MHLHE,Male,33,No,No,No,No,0,United States,California,Duarte,91010,"34.145695, -117.95982",34.145695,-117.95982,"27,414",Q3,No,0,1,,Yes,35.88,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.2,19.2,0,0,35.88,55.08,3,Joined,No,0,44,4629,,,No
4450-MDZFX,Male,50,No,No,Yes,Yes,4,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,"41,067",Q3,Yes,9,60,Offer B,Yes,38.44,Yes,Yes,Fiber Optic,57,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.35,4453.3,0,0,2306.4,6759.7,5,Stayed,No,0,26,5100,,,Yes
6701-DHKWQ,Female,38,No,No,Yes,No,0,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,"7,527",Q3,Yes,10,61,Offer B,No,0,No,Yes,DSL,17,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,51.35,3244.4,0,0,0,3244.4,3,Stayed,No,0,55,4159,,,Yes
7554-AKDQF,Female,27,Yes,No,Yes,No,0,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,"10,558",Q3,Yes,9,6,Offer E,Yes,5.69,No,Yes,DSL,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.65,323.45,0,0,34.14,357.59,4,Stayed,No,0,40,4227,,,Yes
0794-YVSGE,Male,29,Yes,No,Yes,Yes,1,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,"16,812",Q3,Yes,9,72,Offer A,Yes,27.16,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.3,1401.15,0,0,1955.52,3356.67,3,Stayed,No,0,76,5265,,,Yes
5423-BHIXO,Female,42,No,No,No,No,0,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,"27,891",Q3,No,0,32,,Yes,32.02,Yes,Yes,DSL,3,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.2,1739.6,0,0,1024.64,2764.24,5,Stayed,No,0,43,4454,,,No
6908-VVYHM,Male,52,No,No,Yes,No,0,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,"38,460",Q3,Yes,1,65,Offer B,Yes,19.84,Yes,Yes,Fiber Optic,2,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,90.65,5931,0,110,1289.6,7330.6,5,Stayed,No,0,70,6358,,,Yes
2959-EEXWB,Female,54,No,No,Yes,Yes,2,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,"10,253",Q3,Yes,10,45,Offer B,No,0,No,Yes,DSL,18,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.9,2333.85,0,0,0,2333.85,3,Stayed,No,0,64,3937,,,Yes
1839-UMACK,Male,20,Yes,No,No,No,0,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,"23,742",Q3,No,0,42,,Yes,27.64,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.05,949.85,0,0,1160.88,2110.73,5,Stayed,No,0,55,3756,,,No
3030-YDNRM,Male,64,No,No,No,No,0,United States,California,Pasadena,91107,"34.159007, -118.087353",34.159007,-118.087353,"32,369",Q3,No,0,8,Offer E,Yes,11.58,Yes,Yes,Fiber Optic,7,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.85,572.45,0,0,92.64,665.09,4,Stayed,No,0,40,5514,,,No
7321-KKSDU,Male,38,No,No,No,Yes,2,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,"13,158",Q3,No,0,32,,Yes,16.94,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,696.8,0,0,542.08,1238.88,4,Stayed,No,0,50,3114,,,No
8286-AFUYI,Male,33,No,No,No,No,0,United States,California,Glendale,91203,"34.153338, -118.262974",34.153338,-118.262974,"14,493",Q3,No,0,1,Offer E,Yes,46.23,No,Yes,DSL,25,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,47.95,47.95,0,0,46.23,94.18,4,Joined,No,0,35,5092,,,No
8356-WUAOJ,Female,25,Yes,No,Yes,No,0,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,"41,390",Q3,Yes,7,1,Offer E,Yes,40.63,No,Yes,DSL,52,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,45,45,0,10,40.63,95.63,5,Joined,No,0,63,5669,,,Yes
9350-ZXYJC,Female,24,Yes,No,No,No,0,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,"29,110",Q3,No,0,4,Offer E,Yes,9.75,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.3,116.95,0,0,39,155.95,3,Stayed,No,0,63,3808,,,No
8958-JPTRR,Female,23,Yes,No,Yes,No,0,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,"23,661",Q3,Yes,7,56,,Yes,21.21,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.3,1261.7,0,0,1187.76,2449.46,5,Stayed,No,0,33,5052,,,Yes
6959-GQEGV,Male,61,No,No,No,No,0,United States,California,Canoga Park,91303,"34.19829, -118.602203",34.19829,-118.602203,"23,519",Q3,No,0,45,,Yes,10.36,No,Yes,DSL,6,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,75.95,3273.8,0,0,466.2,3740,4,Stayed,No,0,28,2185,,,No
3173-WSSUE,Female,22,Yes,No,Yes,Yes,2,United States,California,Canoga Park,91304,"34.224377, -118.632656",34.224377,-118.632656,"49,242",Q3,Yes,5,71,,Yes,22.36,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,1415.85,0,0,1587.56,3003.41,3,Stayed,No,0,52,5921,,,Yes
1265-HVPZB,Male,49,No,No,Yes,No,0,United States,California,Winnetka,91306,"34.209532, -118.577563",34.209532,-118.577563,"43,857",Q3,Yes,3,59,,Yes,16.06,No,Yes,DSL,4,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,66.4,3958.2,0,0,947.54,4905.74,3,Stayed,No,0,64,6432,,,Yes
4115-UMJFQ,Male,37,No,No,No,No,0,United States,California,West Hills,91307,"34.199787, -118.68493",34.199787,-118.68493,"23,637",Q3,No,0,69,,No,0,No,Yes,DSL,19,No,Yes,Yes,No,No,No,No,No,One Year,Yes,Bank Withdrawal,35.75,2492.25,0,150,0,2642.25,5,Stayed,No,0,32,4043,,,No
7369-TRPFD,Male,62,No,No,No,No,0,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,"35,325",Q3,No,0,19,Offer D,Yes,17.17,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,18.8,279.2,0,0,326.23,605.43,3,Stayed,No,0,43,2916,,,No
1098-KFQEC,Female,24,Yes,No,Yes,Yes,2,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,"27,614",Q3,Yes,8,55,,Yes,27.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,1083,0,0,1526.25,2609.25,5,Stayed,No,0,23,5366,,,Yes
7190-XHTWJ,Female,48,No,No,No,No,0,United States,California,Newbury Park,91320,"34.172071, -118.946262",34.172071,-118.946262,"37,779",Q3,No,0,38,,Yes,32.63,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.3,755.5,0,0,1239.94,1995.44,5,Stayed,No,0,32,4705,,,No
5296-BFCYD,Male,35,No,No,Yes,Yes,2,United States,California,San Fernando,91340,"34.286131, -118.435969",34.286131,-118.435969,"33,389",Q3,Yes,4,46,,Yes,14.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Mailed Check,20.1,936.85,0,0,685.86,1622.71,5,Stayed,No,0,24,3392,,,Yes
9359-JANWS,Female,22,Yes,No,Yes,No,0,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,"57,017",Q3,Yes,5,65,,Yes,34.31,No,Yes,DSL,71,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,58.9,3857.1,0,0,2230.15,6087.25,4,Stayed,No,0,50,5657,,,Yes
3279-DYZQM,Male,21,Yes,No,Yes,Yes,3,United States,California,Santa Clarita,91350,"34.502432, -118.41459",34.502432,-118.41459,"40,077",Q3,Yes,6,71,,Yes,11.3,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.45,1378.45,0,0,802.3,2180.75,4,Stayed,No,0,63,5497,,,Yes
9575-IWCAZ,Male,37,No,No,Yes,No,0,United States,California,Valencia,91354,"34.457005, -118.573726",34.457005,-118.573726,"17,846",Q3,Yes,4,6,,Yes,47.29,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,25.1,171,0,0,283.74,454.74,4,Stayed,No,0,31,5161,,,Yes
7940-UQQUG,Female,42,No,No,Yes,Yes,2,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,"42,526",Q3,Yes,4,64,,Yes,13.95,Yes,Yes,Fiber Optic,11,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.4,6721.6,0,0,892.8,7614.4,4,Stayed,No,0,33,5133,,,Yes
3961-SXAXY,Male,49,No,No,No,No,0,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,"33,057",Q3,No,0,1,Offer E,Yes,30.73,No,Yes,Cable,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.05,44.05,0,0,30.73,74.78,5,Joined,No,0,54,5925,,,No
7010-BRBUU,Male,48,No,No,Yes,Yes,1,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,"25,988",Q3,No,0,72,,Yes,19.64,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.1,1734.65,0,0,1414.08,3148.73,4,Stayed,No,0,23,4264,,,Yes
3566-HJGPK,Male,50,No,No,No,No,0,United States,California,Woodland Hills,91367,"34.178068, -118.615714",34.178068,-118.615714,"36,123",Q3,No,0,1,Offer E,Yes,16.34,No,Yes,DSL,4,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,45.55,45.55,0,0,16.34,61.89,4,Joined,No,0,31,3173,,,No
3062-ICYZQ,Female,41,No,No,Yes,Yes,3,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,"14,814",Q3,Yes,9,51,,Yes,27.23,Yes,Yes,Fiber Optic,75,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.8,4539.35,0,0,1388.73,5928.08,3,Stayed,No,0,20,5457,,,Yes
9938-PRCVK,Female,45,No,No,Yes,Yes,1,United States,California,Stevenson Ranch,91381,"34.364153, -118.615583",34.364153,-118.615583,"9,937",Q3,Yes,1,41,,Yes,23.95,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.7,804.25,0,0,981.95,1786.2,3,Stayed,No,0,52,2902,,,Yes
0973-KYVNF,Female,59,No,No,Yes,No,0,United States,California,Castaic,91384,"34.506627, -118.699048",34.506627,-118.699048,"22,177",Q3,Yes,6,72,,Yes,43.12,No,Yes,Cable,22,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,70.65,5011.15,0,0,3104.64,8115.79,3,Stayed,No,0,75,5176,,,Yes
5129-HHMZC,Female,64,No,No,Yes,No,0,United States,California,Van Nuys,91401,"34.178483, -118.431791",34.178483,-118.431791,"40,376",Q3,Yes,6,43,,Yes,21.08,Yes,Yes,Cable,14,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,86.45,3574.5,0,0,906.44,4480.94,4,Stayed,No,0,53,3110,,,Yes
9637-CDTKZ,Male,64,No,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,6,72,,Yes,23.27,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,114.1,8086.4,0,0,1675.44,9761.84,3,Stayed,No,0,61,4965,,,Yes
3946-JEWRQ,Male,21,Yes,No,Yes,No,0,United States,California,Sherman Oaks,91403,"34.147149, -118.463365",34.147149,-118.463365,"22,085",Q3,Yes,1,47,,Yes,20.93,Yes,Yes,Fiber Optic,85,No,No,No,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,95.2,4563,0,80,983.71,5626.71,5,Stayed,No,0,72,4977,,,Yes
7873-CVMAW,Male,61,No,No,No,No,0,United States,California,Van Nuys,91405,"34.202494, -118.448048",34.202494,-118.448048,"51,348",Q3,No,0,72,,Yes,46.1,Yes,Yes,DSL,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,88.55,6362.35,0,0,3319.2,9681.55,4,Stayed,No,0,32,6468,,,No
0463-WZZKO,Male,23,Yes,No,No,No,0,United States,California,Van Nuys,91406,"34.195685, -118.490752",34.195685,-118.490752,"50,047",Q3,No,0,3,Offer E,Yes,16.39,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.75,67.1,0,0,49.17,116.27,5,Joined,No,0,30,2406,,,No
4524-QCSSM,Male,39,No,No,No,No,0,United States,California,Encino,91436,"34.152875, -118.486056",34.152875,-118.486056,"13,129",Q3,No,0,26,,No,0,No,Yes,DSL,6,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,44.65,1156.55,0,0,0,1156.55,4,Stayed,No,0,33,4512,,,No
5832-EXGTT,Male,28,Yes,No,Yes,Yes,3,United States,California,Burbank,91501,"34.188339, -118.300942",34.188339,-118.300942,"18,112",Q3,Yes,9,29,,Yes,1.41,No,Yes,DSL,73,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,60.2,1834.15,0,0,40.89,1875.04,3,Stayed,No,0,76,5517,,,Yes
2039-JONDJ,Male,50,No,No,No,No,0,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,"25,882",Q3,No,0,27,,Yes,20.29,No,Yes,DSL,21,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,55.45,1477.65,0,0,547.83,2025.48,3,Stayed,No,0,80,3616,,,No
7217-JYHOQ,Male,30,No,No,Yes,Yes,2,United States,California,Burbank,91505,"34.174215, -118.345928",34.174215,-118.345928,"29,245",Q3,Yes,6,24,,Yes,44.57,No,Yes,Cable,26,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,70.3,1706.45,0,0,1069.68,2776.13,3,Stayed,No,0,56,3359,,,Yes
6695-FRVEC,Male,60,No,No,Yes,No,0,United States,California,Burbank,91506,"34.169706, -118.323548",34.169706,-118.323548,"18,539",Q3,Yes,1,67,,Yes,21.17,No,Yes,Cable,13,Yes,No,Yes,Yes,No,No,No,No,Two Year,Yes,Bank Withdrawal,60.4,3953.7,0,40,1418.39,5412.09,3,Stayed,No,0,73,5356,,,Yes
9894-QMIMJ,Female,55,No,No,No,No,0,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,"16,996",Q3,No,0,23,Offer D,Yes,9.04,No,Yes,DSL,8,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,55.8,1327.85,0,0,207.92,1535.77,3,Stayed,No,0,20,2499,,,No
8069-YQQAJ,Male,63,No,No,No,No,0,United States,California,Studio City,91604,"34.139082, -118.39275",34.139082,-118.39275,"26,157",Q3,No,0,14,Offer D,No,0,No,Yes,Cable,12,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,31.1,419.7,0,0,0,419.7,5,Stayed,No,0,55,3448,,,No
3466-WAESX,Male,46,No,No,No,Yes,2,United States,California,Rancho Cucamonga,91701,"34.132275, -117.611478",34.132275,-117.611478,"39,064",Q3,No,0,16,Offer D,Yes,13.99,Yes,Yes,DSL,18,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.1,1083.7,0,0,223.84,1307.54,4,Stayed,No,0,71,5172,,,No
9281-PKKZE,Female,47,No,No,Yes,No,0,United States,California,Azusa,91702,"34.174493, -117.87068",34.174493,-117.87068,"57,775",Q3,Yes,1,46,,No,0,No,Yes,DSL,8,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,43.95,2007.85,0,0,0,2007.85,3,Stayed,No,0,47,4818,,,Yes
3638-VBZTA,Male,62,No,No,No,No,0,United States,California,Baldwin Park,91706,"34.098275, -117.967399",34.098275,-117.967399,"76,890",Q3,No,0,68,,Yes,11.5,Yes,Yes,DSL,29,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,86.5,5882.75,0,0,782,6664.75,4,Stayed,No,0,45,4280,,,No
7459-IMVYU,Male,51,No,No,No,No,0,United States,California,Chino Hills,91709,"33.942895, -117.725644",33.942895,-117.725644,"66,754",Q3,No,0,38,,Yes,28,Yes,Yes,DSL,22,Yes,Yes,Yes,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,69.95,2657.55,0,90,1064,3811.55,3,Stayed,No,0,39,5858,,,No
8563-OYMQY,Male,49,No,No,No,No,0,United States,California,Covina,91722,"34.097345, -117.906736",34.097345,-117.906736,"33,817",Q3,No,0,17,Offer D,Yes,34.98,No,Yes,Fiber Optic,21,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,90.95,1612.2,0,0,594.66,2206.86,5,Stayed,No,0,23,5687,,,No
0754-EEBDC,Male,25,Yes,No,Yes,Yes,1,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,"17,554",Q3,Yes,1,4,Offer E,Yes,24.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.9,76.65,0,0,98.28,174.93,4,Stayed,No,0,74,2347,,,Yes
5777-ZPQNC,Female,35,No,No,No,No,0,United States,California,Covina,91724,"34.08111, -117.853935",34.08111,-117.853935,"25,068",Q3,No,0,12,Offer D,Yes,26.67,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.15,260.7,0,0,320.04,580.74,5,Stayed,No,0,38,4628,,,No
1951-IEYXM,Male,57,No,No,Yes,No,0,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,"51,970",Q3,Yes,1,72,,Yes,34.97,Yes,Yes,Cable,11,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.6,6441.85,0,0,2517.84,8959.69,3,Stayed,No,0,73,4528,,,Yes
3318-NMQXL,Male,58,No,No,No,No,0,United States,California,El Monte,91731,"34.079934, -118.046695",34.079934,-118.046695,"30,211",Q3,No,0,3,Offer E,Yes,15.6,No,Yes,Fiber Optic,9,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92,266.8,0,0,46.8,313.6,3,Joined,No,0,42,4345,,,No
1022-RKXDR,Female,38,No,No,No,No,0,United States,California,South El Monte,91733,"34.04622, -118.053753",34.04622,-118.053753,"45,645",Q3,No,0,41,,Yes,32.66,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,24.85,962.25,0,0,1339.06,2301.31,3,Stayed,No,0,42,3089,,,No
2361-FJWNO,Male,55,No,No,No,No,0,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,"23,079",Q3,No,0,40,,No,0,No,Yes,Cable,12,No,Yes,No,Yes,No,No,No,No,One Year,No,Credit Card,36,1382.9,0,130,0,1512.9,3,Stayed,No,0,38,5323,,,No
2272-UOINI,Female,44,No,No,No,No,0,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,"12,937",Q3,No,0,7,Offer E,Yes,3.34,No,Yes,Cable,13,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,78.5,571.05,0,0,23.38,594.43,4,Stayed,No,0,47,3601,,,No
8232-UTFOZ,Male,24,Yes,No,No,No,0,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,"25,135",Q3,No,0,69,,Yes,7.18,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,1399.35,0,0,495.42,1894.77,4,Stayed,No,0,59,4328,,,No
3750-YHRYO,Male,64,No,No,Yes,No,0,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,"24,973",Q3,Yes,1,7,,Yes,21.09,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.65,150,0,0,147.63,297.63,5,Stayed,No,0,27,2874,,,Yes
6637-KYRCV,Female,22,Yes,No,Yes,Yes,1,United States,California,La Puente,91744,"34.031441, -117.936436",34.031441,-117.936436,"84,965",Q3,Yes,1,5,,No,0,No,Yes,DSL,59,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.5,167.2,0,0,0,167.2,3,Stayed,No,0,27,5973,,,Yes
5668-MEISB,Female,57,No,No,Yes,Yes,1,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,"53,686",Q3,Yes,1,72,,Yes,6.41,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,106.1,7657.4,0,0,461.52,8118.92,4,Stayed,No,0,34,5146,,,Yes
0129-QMPDR,Male,64,No,No,Yes,No,0,United States,California,La Puente,91746,"34.038983, -117.991372",34.038983,-117.991372,"30,802",Q3,Yes,1,44,,Yes,27.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.5,865.05,0,0,1205.6,2070.65,3,Stayed,No,0,59,3093,,,Yes
7188-CBBBA,Female,59,No,No,No,No,0,United States,California,Rowland Heights,91748,"33.976753, -117.897367",33.976753,-117.897367,"46,342",Q3,No,0,65,,Yes,27.68,Yes,Yes,Fiber Optic,6,No,Yes,Yes,No,Yes,No,No,No,One Year,Yes,Bank Withdrawal,95.5,6153.85,0,80,1799.2,8033.05,5,Stayed,No,0,35,6153,,,No
5356-CSVSQ,Female,20,Yes,No,No,No,0,United States,California,La Verne,91750,"34.144703, -117.770299",34.144703,-117.770299,"35,530",Q3,No,0,3,,Yes,40.99,Yes,Yes,Cable,48,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,64.6,174.2,0,0,122.97,297.17,5,Joined,No,0,24,5277,,,No
3221-CJMSG,Male,45,No,No,No,No,0,United States,California,Mira Loma,91752,"33.999992, -117.535395",33.999992,-117.535395,"18,980",Q3,No,0,24,,Yes,2.33,No,Yes,DSL,2,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,51.1,1269.6,0,0,55.92,1325.52,5,Stayed,No,0,23,2515,,,No
2801-NISEI,Male,28,Yes,No,No,No,0,United States,California,Mt Baldy,91759,"34.231318, -117.662032",34.231318,-117.662032,47,Q3,No,0,24,,Yes,30.07,No,Yes,DSL,69,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.95,1348.5,0,0,721.68,2070.18,3,Stayed,No,0,55,3407,,,No
4623-ZKHLY,Male,43,No,No,Yes,No,0,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,"54,254",Q3,Yes,1,22,Offer D,Yes,20.78,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.45,471.55,0,0,457.16,928.71,4,Stayed,No,0,28,3727,,,Yes
6732-VAILE,Male,33,No,No,Yes,No,0,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,"34,447",Q3,Yes,10,70,,Yes,30.06,Yes,Yes,Cable,24,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,85.95,5931.75,0,0,2104.2,8035.95,5,Stayed,No,0,60,6354,,,Yes
8201-AAXCB,Male,55,No,No,Yes,Yes,3,United States,California,Ontario,91764,"34.074087, -117.605618",34.074087,-117.605618,"49,474",Q3,Yes,1,25,,Yes,25.87,Yes,Yes,Cable,76,No,No,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,60.35,1404.65,0,10,646.75,2061.4,4,Stayed,No,0,75,3192,,,Yes
7696-CFTAT,Male,24,Yes,No,Yes,Yes,3,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,"46,532",Q3,No,0,37,,Yes,8.21,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.8,726.1,0,0,303.77,1029.87,3,Stayed,No,0,28,2745,,,Yes
2123-VSCOT,Female,39,No,No,Yes,No,0,United States,California,Pomona,91767,"34.083086, -117.737997",34.083086,-117.737997,"46,626",Q3,Yes,9,59,,Yes,24.81,Yes,Yes,Cable,24,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,72.1,4194.85,0,0,1463.79,5658.64,5,Stayed,No,0,52,6225,,,Yes
2018-QKYGT,Male,19,Yes,No,Yes,Yes,3,United States,California,San Gabriel,91775,"34.114772, -118.089431",34.114772,-118.089431,"23,444",Q3,Yes,1,1,,Yes,36.32,No,Yes,Fiber Optic,85,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,81.05,81.05,0,0,36.32,117.37,5,Joined,No,0,27,4396,,,Yes
2792-VPPET,Male,28,Yes,No,No,No,0,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,"38,041",Q3,No,0,3,,Yes,37.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.5,76.95,0,0,111.03,187.98,5,Joined,No,0,35,5296,,,No
7409-JURKQ,Female,29,Yes,No,Yes,No,0,United States,California,Temple City,91780,"34.101608, -118.055848",34.101608,-118.055848,"32,718",Q3,Yes,3,53,,Yes,41.82,Yes,Yes,Fiber Optic,69,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,111.8,5809.75,0,0,2216.46,8026.21,3,Stayed,No,0,28,5713,,,Yes
3247-MHJKM,Male,27,Yes,No,No,No,0,United States,California,Upland,91784,"34.141146, -117.655583",34.141146,-117.655583,"23,331",Q3,No,0,1,,Yes,42.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.2,20.2,0,0,42.15,62.35,3,Joined,No,0,72,3586,,,No
1964-SVLEA,Male,59,No,No,No,No,0,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,"48,827",Q3,No,0,20,Offer D,Yes,30.13,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,19.7,415.9,0,0,602.6,1018.5,4,Stayed,No,0,80,2860,,,No
7297-DVYGA,Female,61,No,No,No,No,0,United States,California,West Covina,91790,"34.066964, -117.937007",34.066964,-117.937007,"44,099",Q3,No,0,51,Offer B,Yes,29.87,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.85,996.95,0,0,1523.37,2520.32,5,Stayed,No,0,65,5089,,,No
2239-CGBUZ,Female,56,No,No,Yes,No,0,United States,California,West Covina,91791,"34.061634, -117.893169",34.061634,-117.893169,"30,458",Q3,Yes,4,51,Offer B,Yes,47.18,No,Yes,Cable,12,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,60.5,3145.15,0,0,2406.18,5551.33,3,Stayed,No,0,63,4207,,,Yes
0854-UYHZD,Female,21,Yes,No,Yes,Yes,3,United States,California,West Covina,91792,"34.024405, -117.898722",34.024405,-117.898722,"31,622",Q3,Yes,1,13,,Yes,42.23,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.55,265.3,0,0,548.99,814.29,4,Stayed,No,0,55,2816,,,Yes
7243-LCGGZ,Female,28,Yes,No,No,No,0,United States,California,Alhambra,91801,"34.090925, -118.128164",34.090925,-118.128164,"54,382",Q3,No,0,1,,Yes,10.21,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.9,20.9,0,0,10.21,31.11,5,Joined,No,0,72,3901,,,No
8267-KFGYD,Male,53,No,No,No,Yes,1,United States,California,Alhambra,91803,"34.074736, -118.145959",34.074736,-118.145959,"30,635",Q3,No,0,1,,Yes,10.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,21.05,21.05,0,0,10.14,31.19,3,Joined,No,0,32,3389,,,No
4890-VMUAV,Male,46,No,No,No,No,0,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,"16,486",Q3,No,0,63,Offer B,Yes,18.05,Yes,Yes,DSL,11,Yes,Yes,Yes,Yes,No,No,No,No,One Year,No,Bank Withdrawal,71.5,4576.3,0,70,1137.15,5783.45,3,Stayed,No,0,36,5342,,,No
9261-WDCAF,Male,64,No,No,No,No,0,United States,California,Bonita,91902,"32.67117, -117.00232",32.67117,-117.00232,"17,389",Q3,No,0,3,,Yes,33.53,No,Yes,DSL,30,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,54.65,189.1,0,0,100.59,289.69,5,Joined,No,0,34,2168,,,No
3764-MNMOI,Male,49,No,No,No,No,0,United States,California,Boulevard,91905,"32.677097, -116.304991",32.677097,-116.304991,"1,509",Q3,No,0,46,Offer B,Yes,30.99,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.2,908.15,0,0,1425.54,2333.69,4,Stayed,No,0,54,2776,,,No
7442-YGZFK,Male,31,No,No,No,No,0,United States,California,Campo,91906,"32.673483, -116.472863",32.673483,-116.472863,"3,133",Q3,No,0,1,,Yes,3.97,Yes,Yes,DSL,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.8,49.8,0,0,3.97,53.77,4,Joined,No,0,79,4796,,,No
8229-BUJHX,Female,60,No,No,Yes,Yes,1,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,"71,126",Q3,Yes,8,71,,Yes,11.13,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.5,1500.95,0,0,790.23,2291.18,4,Stayed,No,0,62,4941,,,Yes
7449-HVPIV,Male,38,No,No,Yes,Yes,3,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,"12,884",Q3,Yes,10,55,Offer B,Yes,22.56,Yes,Yes,Fiber Optic,56,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,90.4,5099.15,0,0,1240.8,6339.95,5,Stayed,No,0,44,4603,,,Yes
5504-WSIUR,Female,38,No,No,No,No,0,United States,California,Chula Vista,91914,"32.688506, -116.938632",32.688506,-116.938632,"2,606",Q3,No,0,70,,Yes,13.4,Yes,Yes,Fiber Optic,3,No,Yes,Yes,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,90.25,6385.95,0,100,938,7423.95,3,Stayed,No,0,33,5327,,,No
8466-PZBLH,Male,32,No,No,Yes,Yes,3,United States,California,Descanso,91916,"32.912664, -116.635387",32.912664,-116.635387,"1,587",Q3,Yes,10,67,,Yes,11.31,Yes,Yes,Fiber Optic,57,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,104.6,6885.75,0,0,757.77,7643.52,3,Stayed,No,0,56,4743,,,Yes
8735-IJJEG,Male,27,Yes,No,Yes,No,0,United States,California,Guatay,91931,"32.857946, -116.561917",32.857946,-116.561917,796,Q3,Yes,6,14,,Yes,4.05,No,Yes,DSL,59,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.2,668.85,0,0,56.7,725.55,3,Stayed,No,0,48,4253,,,Yes
0564-MUUQK,Female,28,Yes,No,Yes,Yes,2,United States,California,Imperial Beach,91932,"32.579134, -117.119009",32.579134,-117.119009,"26,662",Q3,Yes,5,20,,Yes,38.71,Yes,Yes,Fiber Optic,48,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.5,1916.2,0,0,774.2,2690.4,3,Stayed,No,0,73,3186,,,Yes
0701-RFGFI,Female,56,No,No,Yes,Yes,6,United States,California,La Mesa,91941,"32.759327, -116.99726",32.759327,-116.99726,"44,652",Q3,Yes,6,49,Offer B,Yes,8.18,Yes,Yes,Fiber Optic,53,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.4,4613.95,0,0,400.82,5014.77,5,Stayed,No,0,41,6136,,,Yes
0019-EFAEP,Female,32,No,No,No,No,0,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,"24,005",Q3,No,0,72,Offer A,Yes,2.25,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,101.3,7261.25,0,0,162,7423.25,3,Stayed,No,0,53,5513,,,No
5619-PTMIK,Female,25,Yes,No,Yes,No,0,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,"24,961",Q3,Yes,1,46,Offer B,Yes,44.74,Yes,Yes,DSL,82,Yes,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,53.1,2459.8,0,0,2058.04,4517.84,3,Stayed,No,0,72,3358,,,Yes
3737-XBQDD,Male,57,No,No,No,No,0,United States,California,Mount Laguna,91948,"32.830852, -116.444601",32.830852,-116.444601,81,Q3,No,0,24,Offer C,Yes,13.13,Yes,Yes,Fiber Optic,14,No,Yes,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,84.85,2048.8,0,80,315.12,2443.92,4,Stayed,No,0,23,2941,,,No
5882-CMAZQ,Female,52,No,No,Yes,Yes,2,United States,California,National City,91950,"32.67102, -117.095235",32.67102,-117.095235,"62,355",Q3,Yes,9,5,,No,0,No,Yes,DSL,19,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,34.25,163.55,0,0,0,163.55,5,Stayed,No,0,21,5100,,,Yes
5846-QFDFI,Female,21,Yes,No,Yes,Yes,1,United States,California,Pine Valley,91962,"32.800671, -116.483363",32.800671,-116.483363,"1,604",Q3,Yes,6,33,Offer C,Yes,11.01,Yes,Yes,Fiber Optic,73,No,Yes,Yes,Yes,No,No,Yes,Yes,Month-to-Month,No,Credit Card,88.6,2888.7,0,0,363.33,3252.03,3,Stayed,No,0,78,3648,,,Yes
4445-KWOKW,Female,23,Yes,No,No,No,0,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,905,Q3,No,0,42,Offer B,Yes,29.44,Yes,Yes,Cable,41,Yes,Yes,No,No,No,No,Yes,Yes,One Year,Yes,Bank Withdrawal,60.15,2421.6,0,0,1236.48,3658.08,3,Stayed,No,0,55,5988,,,No
3511-APPBJ,Male,21,Yes,No,No,No,0,United States,California,Spring Valley,91977,"32.726627, -116.994608",32.726627,-116.994608,"56,100",Q3,No,0,23,,Yes,41.94,No,Yes,Fiber Optic,30,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,99.95,2292.75,0,0,964.62,3257.37,3,Stayed,No,0,62,3515,,,No
7967-HYCDE,Male,26,Yes,No,No,No,0,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,"7,863",Q3,No,0,8,Offer E,Yes,41.93,No,Yes,Fiber Optic,59,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,70.7,553.4,0,0,335.44,888.84,5,Stayed,No,0,27,4946,,,No
2430-RRYUW,Male,32,No,No,No,No,0,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,91,Q3,No,0,66,Offer A,Yes,11.56,No,Yes,DSL,30,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Mailed Check,54.8,3465.7,0,0,762.96,4228.66,4,Stayed,No,0,20,4621,,,No
5447-WZAFP,Female,22,Yes,No,No,No,0,United States,California,Carlsbad,92008,"33.148116, -117.306043",33.148116,-117.306043,"35,582",Q3,No,0,53,Offer B,Yes,8.33,No,Yes,Fiber Optic,73,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,100.3,5200.8,0,0,441.49,5642.29,4,Stayed,No,0,71,5377,,,No
5110-CHOPY,Female,61,No,No,No,No,0,United States,California,Carlsbad,92009,"33.098018, -117.258203",33.098018,-117.258203,"43,161",Q3,No,0,60,,No,0,No,Yes,Cable,4,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,53.6,3237.05,0,0,0,3237.05,3,Stayed,No,0,39,4173,,,No
4425-OWHWB,Female,32,No,No,No,No,0,United States,California,El Cajon,92019,"32.785165, -116.862648",32.785165,-116.862648,"40,995",Q3,No,0,20,,Yes,10.9,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.35,433.75,0,0,218,651.75,5,Stayed,No,0,77,5811,,,No
7892-QVYKW,Female,25,Yes,No,Yes,Yes,1,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,"55,277",Q3,Yes,10,23,,Yes,9.84,Yes,Yes,Fiber Optic,71,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85.6,1868.4,0,0,226.32,2094.72,3,Stayed,No,0,25,3513,,,Yes
9675-ICXCT,Male,23,Yes,No,Yes,No,0,United States,California,El Cajon,92021,"32.832706, -116.873258",32.832706,-116.873258,"61,872",Q3,Yes,8,72,Offer A,Yes,35.07,No,Yes,Cable,53,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.8,5728.55,0,0,2525.04,8253.59,5,Stayed,No,0,75,4689,,,Yes
4703-MQYKT,Male,43,No,No,No,No,0,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,"49,281",Q3,No,0,21,,Yes,16.81,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.6,390.4,0,0,353.01,743.41,4,Stayed,No,0,22,4562,,,No
0602-DDUML,Female,21,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,57,,Yes,36.14,No,Yes,Cable,48,No,Yes,Yes,Yes,Yes,No,Yes,Yes,Two Year,No,Mailed Check,69.75,3894.4,0,0,2059.98,5954.38,3,Stayed,No,0,38,4487,,,No
2208-MPXIO,Female,42,No,No,Yes,Yes,2,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,"17,944",Q3,Yes,9,45,,Yes,21.73,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20,886.4,0,0,977.85,1864.25,4,Stayed,No,0,71,5169,,,Yes
1960-UYCNN,Male,35,No,No,No,No,0,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,"3,577",Q3,No,0,10,,Yes,26.43,Yes,Yes,Fiber Optic,13,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.25,1021.55,0,0,264.3,1285.85,3,Stayed,No,0,23,4810,,,No
3190-FZATL,Male,49,No,No,No,Yes,5,United States,California,Lakeside,92040,"32.909873, -116.906774",32.909873,-116.906774,"42,277",Q3,No,0,14,,Yes,40.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,268.4,0,0,569.24,837.64,5,Stayed,No,0,71,5770,,,No
7336-RLLRH,Male,42,No,No,Yes,No,0,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,"98,239",Q3,Yes,3,27,Offer C,Yes,11.83,Yes,Yes,DSL,14,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,80.85,2204.35,0,0,319.41,2523.76,3,Stayed,No,0,51,4732,,,Yes
7710-JSYOA,Female,59,No,No,Yes,Yes,1,United States,California,Pala,92059,"33.384345, -117.072619",33.384345,-117.072619,"1,831",Q3,No,0,69,Offer A,Yes,28.53,Yes,Yes,Fiber Optic,24,No,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,93.3,6398.05,0,0,1968.57,8366.62,5,Stayed,No,0,45,5205,,,Yes
9885-MFVSU,Female,59,No,No,Yes,No,0,United States,California,Poway,92064,"32.984395, -117.013454",32.984395,-117.013454,"47,969",Q3,Yes,7,35,Offer C,No,0,No,Yes,DSL,24,Yes,No,No,Yes,Yes,No,No,No,Two Year,Yes,Credit Card,46.35,1662.05,0,140,0,1802.05,4,Stayed,No,0,46,4577,,,Yes
0607-MVMGC,Male,33,No,No,Yes,No,0,United States,California,Ranchita,92066,"33.215251, -116.53633",33.215251,-116.53633,339,Q3,Yes,3,45,,Yes,39.82,Yes,Yes,DSL,13,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,78.75,3600.65,0,0,1791.9,5392.55,3,Stayed,No,0,63,2595,,,Yes
3365-SAIGS,Female,60,No,No,No,No,0,United States,California,Rancho Santa Fe,92067,"33.012751, -117.200617",33.012751,-117.200617,"7,615",Q3,No,0,17,,Yes,22.61,No,Yes,Fiber Optic,19,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.55,1329.15,0,0,384.37,1713.52,5,Stayed,No,0,59,5564,,,No
8022-BECSI,Male,62,No,No,No,No,0,United States,California,Santa Ysabel,92070,"33.174725, -116.743329",33.174725,-116.743329,"1,143",Q3,No,0,22,,Yes,20.46,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.6,422.5,0,0,450.12,872.62,5,Stayed,No,0,37,2203,,,No
9993-LHIEB,Male,21,Yes,No,Yes,No,0,United States,California,Solana Beach,92075,"33.001813, -117.263628",33.001813,-117.263628,"12,173",Q3,Yes,5,67,Offer A,Yes,2.12,No,Yes,Cable,58,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,67.85,4627.65,0,0,142.04,4769.69,3,Stayed,No,0,59,4792,,,Yes
0266-CLZKZ,Female,45,No,No,Yes,Yes,3,United States,California,San Marcos,92078,"33.119028, -117.166036",33.119028,-117.166036,"6,760",Q3,Yes,8,67,Offer A,Yes,17.79,Yes,Yes,Fiber Optic,22,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.65,6717.9,0,0,1191.93,7909.83,5,Stayed,No,0,59,6383,,,Yes
3977-QCRSL,Female,30,No,No,No,No,0,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,"1,205",Q3,No,0,5,Offer E,Yes,3.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.15,117.95,0,0,16.85,134.8,4,Stayed,No,0,66,5020,,,No
0017-DINOC,Male,47,No,No,No,No,0,United States,California,Rancho Santa Fe,92091,"32.99356, -117.207121",32.99356,-117.207121,"1,072",Q3,No,0,54,,No,0,No,Yes,Cable,10,Yes,No,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,45.2,2460.55,0,0,0,2460.55,4,Stayed,No,0,54,5435,,,No
7639-OPLNG,Male,56,No,No,Yes,No,0,United States,California,San Diego,92107,"32.741852, -117.243453",32.741852,-117.243453,"27,959",Q3,Yes,8,70,Offer A,Yes,27.97,Yes,Yes,Cable,2,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,79.25,5731.85,0,0,1957.9,7689.75,3,Stayed,No,0,27,5085,,,Yes
1492-QGCLU,Male,51,No,No,Yes,Yes,2,United States,California,San Diego,92109,"32.787836, -117.232376",32.787836,-117.232376,"46,086",Q3,Yes,5,53,,Yes,26.84,Yes,Yes,Cable,12,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,85.7,4616.1,0,0,1422.52,6038.62,5,Stayed,No,0,36,5957,,,Yes
7328-OWMOM,Female,63,No,No,No,No,0,United States,California,San Diego,92111,"32.805518, -117.169052",32.805518,-117.169052,"46,828",Q3,No,0,31,Offer C,Yes,33.71,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,589.25,0,0,1045.01,1634.26,3,Stayed,No,0,30,3086,,,No
4418-LZMSV,Male,56,No,No,Yes,Yes,3,United States,California,San Diego,92113,"32.697098, -117.116587",32.697098,-117.116587,"47,431",Q3,Yes,8,13,,Yes,28.15,No,Yes,Cable,56,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,61.8,750.1,0,0,365.95,1116.05,3,Stayed,No,0,47,4749,,,Yes
5155-AZQPB,Female,33,No,No,Yes,Yes,1,United States,California,San Diego,92114,"32.707892, -117.05512",32.707892,-117.05512,"66,838",Q3,Yes,6,28,Offer C,Yes,41.41,Yes,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,49.9,1410.25,0,0,1159.48,2569.73,5,Stayed,No,0,74,5250,,,Yes
1087-GRUYI,Male,62,No,No,Yes,No,0,United States,California,San Diego,92116,"32.765299, -117.122565",32.765299,-117.122565,"33,083",Q3,Yes,8,38,Offer C,Yes,6.97,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.4,743.5,0,0,264.86,1008.36,5,Stayed,No,0,65,3756,,,Yes
2546-KZAAT,Male,28,Yes,No,Yes,No,0,United States,California,San Diego,92119,"32.802959, -117.027095",32.802959,-117.027095,"21,866",Q3,Yes,9,52,,Yes,10.4,No,Yes,DSL,85,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,75.4,3865.45,0,0,540.8,4406.25,5,Stayed,No,0,59,5211,,,Yes
0181-RITDD,Male,42,No,No,Yes,Yes,3,United States,California,San Diego,92120,"32.807867, -117.060993",32.807867,-117.060993,"25,569",Q3,Yes,2,62,,Yes,1.76,No,Yes,Fiber Optic,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,108.15,6825.65,0,0,109.12,6934.77,4,Stayed,No,0,43,5298,,,Yes
5989-PGKJB,Female,40,No,No,No,No,0,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,No,0,16,Offer D,Yes,22.3,No,Yes,Fiber Optic,28,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86.25,1340.1,0,0,356.8,1696.9,5,Stayed,No,0,65,3511,,,No
8272-ONJLV,Male,57,No,No,No,No,0,United States,California,San Diego,92123,"32.808814, -117.134694",32.808814,-117.134694,"25,232",Q3,No,0,12,Offer D,Yes,49,No,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,95.7,1184,0,0,588,1772,5,Stayed,No,0,41,5527,,,No
1488-PBLJN,Female,63,No,No,Yes,Yes,1,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,"30,206",Q3,Yes,1,72,Offer A,Yes,31.83,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,116.85,8477.7,0,0,2291.76,10769.46,3,Stayed,No,0,33,4055,,,Yes
3778-FOAQW,Female,33,No,No,Yes,No,0,United States,California,San Diego,92127,"33.017518, -117.118456",33.017518,-117.118456,"20,046",Q3,Yes,1,24,Offer C,Yes,32.86,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.15,456.85,0,0,788.64,1245.49,3,Stayed,No,0,39,3573,,,Yes
4452-ROHMO,Female,64,No,No,No,No,0,United States,California,San Diego,92128,"33.000269, -117.072093",33.000269,-117.072093,"42,733",Q3,No,0,15,Offer D,Yes,39.49,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,331.6,0,0,592.35,923.95,3,Stayed,No,0,38,2722,,,No
3090-LETTY,Male,54,No,No,No,Yes,2,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,"28,201",Q3,No,0,2,,Yes,14.88,Yes,Yes,DSL,12,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,60.95,134.6,0,0,29.76,164.36,4,Joined,No,0,78,3172,,,No
5349-AZPEW,Female,40,No,No,Yes,Yes,3,United States,California,San Diego,92131,"32.89325, -117.087091",32.89325,-117.087091,"29,283",Q3,Yes,3,5,Offer E,No,0,No,Yes,DSL,53,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25.05,125.5,0,0,0,125.5,5,Stayed,No,0,24,2071,,,Yes
9720-JJJOR,Male,20,Yes,No,Yes,No,0,United States,California,San Ysidro,92173,"32.555828, -117.040073",32.555828,-117.040073,"28,488",Q3,Yes,8,41,,Yes,2.43,No,Yes,DSL,69,Yes,Yes,Yes,No,No,No,Yes,Yes,One Year,Yes,Bank Withdrawal,60.3,2511.3,0,0,99.63,2610.93,3,Stayed,No,0,50,4565,,,Yes
8100-HZZLJ,Female,26,Yes,No,No,Yes,1,United States,California,Indio,92201,"33.713891, -116.237257",33.713891,-116.237257,"56,307",Q3,No,0,43,,Yes,5.6,No,Yes,Cable,30,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,63.95,2737.05,0,0,240.8,2977.85,3,Stayed,No,0,55,4205,,,No
7398-HPYZQ,Male,30,No,No,Yes,No,0,United States,California,Beaumont,92223,"33.946982, -116.977672",33.946982,-116.977672,"17,721",Q3,Yes,2,71,Offer A,Yes,28.58,Yes,Yes,Cable,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,90.55,6404,0,0,2029.18,8433.18,4,Stayed,No,0,23,5007,,,Yes
3546-GHEAE,Male,29,Yes,No,No,No,0,United States,California,Blythe,92225,"33.674583, -114.71612",33.674583,-114.71612,"24,659",Q3,No,0,7,,Yes,9.43,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.45,165.35,0,0,66.01,231.36,5,Stayed,No,0,42,2600,,,No
2550-QHZGP,Male,48,No,No,No,No,0,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,"27,804",Q3,No,0,7,Offer E,Yes,30.58,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.5,128.6,0,0,214.06,342.66,5,Stayed,No,0,71,4271,,,No
7519-JTWQH,Female,30,No,No,No,No,0,United States,California,Calipatria,92233,"33.143826, -115.497485",33.143826,-115.497485,"7,857",Q3,No,0,69,Offer A,Yes,23.92,Yes,Yes,Fiber Optic,42,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.5,7455.45,0,0,1650.48,9105.93,4,Stayed,No,0,33,4803,,,No
2538-OIMXF,Female,29,Yes,No,No,Yes,1,United States,California,Cathedral City,92234,"33.829583, -116.474131",33.829583,-116.474131,"43,141",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,48,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.7,24.7,0,70,0,94.7,5,Joined,No,0,55,3065,,,No
8543-MSDMF,Male,36,No,No,No,No,0,United States,California,Coachella,92236,"33.680031, -116.171678",33.680031,-116.171678,"23,170",Q3,No,0,3,Offer E,Yes,44.42,No,Yes,Cable,6,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,77.4,206.15,0,0,133.26,339.41,4,Joined,No,0,24,5528,,,No
1170-SASML,Female,33,No,No,Yes,No,0,United States,California,Desert Hot Springs,92240,"33.948558, -116.516976",33.948558,-116.516976,"22,796",Q3,Yes,6,69,Offer A,Yes,34.49,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.4,5869.4,0,0,2379.81,8249.21,5,Stayed,No,0,62,5976,,,Yes
4872-JCVCA,Female,44,No,No,Yes,No,0,United States,California,Desert Hot Springs,92241,"33.832799, -116.250973",33.832799,-116.250973,"5,529",Q3,Yes,1,71,Offer A,No,0,No,Yes,DSL,16,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,47.6,3377.8,0,0,0,3377.8,3,Stayed,No,0,22,4795,,,Yes
5346-BZCHP,Female,19,Yes,No,Yes,Yes,2,United States,California,Earp,92242,"34.137742, -114.36514",34.137742,-114.36514,"1,564",Q3,No,0,69,Offer A,Yes,25.18,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,1346.2,0,0,1737.42,3083.62,5,Stayed,No,0,57,6408,,,Yes
2038-LLMLM,Female,35,No,No,No,No,0,United States,California,El Centro,92243,"32.770393, -115.60915",32.770393,-115.60915,"43,712",Q3,No,0,48,,Yes,10.5,Yes,Yes,Fiber Optic,12,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.85,4946.05,0,0,504,5450.05,5,Stayed,No,0,78,4304,,,No
1216-BGTSP,Male,30,No,No,No,No,0,United States,California,Imperial,92251,"32.858595, -115.662709",32.858595,-115.662709,"14,546",Q3,No,0,45,,Yes,5.97,Yes,Yes,Fiber Optic,73,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,108.45,4964.7,0,0,268.65,5233.35,3,Stayed,No,0,33,5093,,,No
4138-NAXED,Male,54,No,No,No,No,0,United States,California,Joshua Tree,92252,"34.167236, -116.281511",34.167236,-116.281511,"8,141",Q3,No,0,51,,Yes,42.93,Yes,Yes,Fiber Optic,11,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,81,4085.75,0,10,2189.43,6285.18,3,Stayed,No,0,34,4121,,,No
0744-BIKKF,Male,39,No,No,No,No,0,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,"8,768",Q3,No,0,72,Offer A,Yes,11.41,Yes,Yes,DSL,17,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,86.65,6224.8,0,0,821.52,7046.32,3,Stayed,No,0,67,4621,,,No
7483-IQWIB,Male,33,No,No,Yes,Yes,1,United States,California,Morongo Valley,92256,"34.097863, -116.594561",34.097863,-116.594561,"3,499",Q3,Yes,1,37,Offer C,Yes,38.89,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,92.95,3415.25,0,0,1438.93,4854.18,4,Stayed,No,0,42,3462,,,Yes
5248-KWLAR,Male,31,No,No,Yes,No,0,United States,California,Niland,92257,"33.345825, -115.596574",33.345825,-115.596574,"2,753",Q3,Yes,1,71,Offer A,Yes,18.42,Yes,Yes,DSL,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,90.35,6325.25,0,0,1307.82,7633.07,4,Stayed,No,0,28,6483,,,Yes
7996-MHXLW,Female,51,No,No,No,No,0,United States,California,Ocotillo,92259,"32.698964, -115.886656",32.698964,-115.886656,471,Q3,No,0,66,Offer A,Yes,20.77,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.15,1683.6,0,0,1370.82,3054.42,5,Stayed,No,0,61,6141,,,No
7833-PKIHD,Male,59,No,No,Yes,No,0,United States,California,Palm Desert,92260,"33.694501, -116.412711",33.694501,-116.412711,"29,340",Q3,Yes,1,51,,Yes,31.66,No,Yes,Cable,3,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,76.4,3966.3,0,0,1614.66,5580.96,3,Stayed,No,0,52,6385,,,Yes
7061-OVMIM,Female,57,No,No,Yes,No,0,United States,California,Palm Springs,92262,"33.839989, -116.659215",33.839989,-116.659215,"24,924",Q3,Yes,1,30,,Yes,21.14,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.55,608.5,0,0,634.2,1242.7,3,Stayed,No,0,50,5203,,,Yes
5153-RTHKF,Female,26,Yes,No,No,No,0,United States,California,Palm Springs,92264,"33.745746, -116.514215",33.745746,-116.514215,"18,884",Q3,No,0,34,,Yes,23.54,Yes,Yes,Fiber Optic,76,No,No,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,85.35,2896.6,0,0,800.36,3696.96,5,Stayed,No,0,78,3818,,,No
1852-QSWCD,Male,62,No,No,Yes,Yes,1,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,291,Q3,Yes,1,64,,Yes,35.25,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.8,1514.85,0,0,2256,3770.85,3,Stayed,No,0,55,6281,,,Yes
9079-LWTFD,Male,50,No,No,No,No,0,United States,California,Pioneertown,92268,"34.201108, -116.593456",34.201108,-116.593456,354,Q3,No,0,47,,Yes,47.73,Yes,Yes,Fiber Optic,25,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,100.75,4669.2,0,0,2243.31,6912.51,3,Stayed,No,0,27,2508,,,No
3392-EHMNK,Female,53,No,No,Yes,Yes,3,United States,California,Thermal,92274,"33.53604, -116.119222",33.53604,-116.119222,"17,018",Q3,Yes,1,67,Offer A,Yes,11.4,Yes,Yes,Fiber Optic,27,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,94.1,6302.8,0,0,763.8,7066.6,4,Stayed,No,0,58,4803,,,Yes
5986-WWXDV,Male,42,No,No,No,No,0,United States,California,Salton City,92275,"33.28156, -115.955541",33.28156,-115.955541,799,Q3,No,0,39,,Yes,48.61,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.35,779.2,0,0,1895.79,2674.99,3,Stayed,No,0,68,2607,,,No
3061-BCKYI,Male,27,Yes,No,No,No,0,United States,California,Thousand Palms,92276,"33.849263, -116.382778",33.849263,-116.382778,"6,242",Q3,No,0,14,Offer D,Yes,43.5,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.9,283.75,0,0,609,892.75,3,Stayed,No,0,34,3854,,,No
7228-PAQPD,Female,19,Yes,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,14,Offer D,Yes,34.01,No,Yes,Cable,69,No,No,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,59.1,772.85,0,0,476.14,1248.99,4,Stayed,No,0,58,5718,,,No
7746-QYVCO,Male,57,No,No,Yes,No,0,United States,California,White Water,92282,"33.972293, -116.654195",33.972293,-116.654195,805,Q3,Yes,1,16,Offer D,Yes,21.04,No,Yes,Cable,17,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,55.85,857.8,0,0,336.64,1194.44,3,Stayed,No,0,55,2464,,,Yes
5804-HYIEZ,Male,40,No,No,Yes,Yes,1,United States,California,Winterhaven,92283,"32.852947, -114.850784",32.852947,-114.850784,"3,663",Q3,Yes,1,70,Offer A,Yes,40.28,Yes,Yes,Fiber Optic,13,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.05,7554.05,0,0,2819.6,10373.65,4,Stayed,No,0,30,4583,,,Yes
5934-TSSAU,Female,51,No,No,Yes,Yes,3,United States,California,Landers,92285,"34.341737, -116.539416",34.341737,-116.539416,"2,182",Q3,Yes,6,23,Offer D,Yes,48.73,No,Yes,Fiber Optic,75,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.3,1702.9,0,0,1120.79,2823.69,5,Stayed,No,0,49,5903,,,Yes
3486-KHMLI,Male,53,No,No,No,Yes,1,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,"18,980",Q3,No,0,21,Offer D,Yes,31.26,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.7,467.15,0,0,656.46,1123.61,4,Stayed,No,0,54,5403,,,No
6784-XYJAE,Female,38,No,No,No,No,0,United States,California,Fort Irwin,92310,"35.349241, -116.770281",35.349241,-116.770281,"9,465",Q3,No,0,36,,Yes,46.92,Yes,Yes,DSL,5,No,No,Yes,No,No,No,No,No,One Year,No,Bank Withdrawal,55.8,1941.5,0,70,1689.12,3700.62,3,Stayed,No,0,25,4770,,,No
3933-DQPWX,Female,48,No,No,No,No,0,United States,California,Barstow,92311,"34.965648, -117.001509",34.965648,-117.001509,"31,293",Q3,No,0,50,,No,0,No,Yes,DSL,6,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,39.7,1932.75,0,0,0,1932.75,3,Stayed,No,0,49,5174,,,No
6661-EIPZC,Female,38,No,No,Yes,Yes,1,United States,California,Grand Terrace,92313,"34.029175, -117.307211",34.029175,-117.307211,"11,024",Q3,Yes,6,48,,No,0,No,Yes,DSL,16,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,29.5,1423.05,0,0,0,1423.05,4,Stayed,No,0,36,3194,,,Yes
8957-THMOA,Female,40,No,No,No,Yes,3,United States,California,Big Bear City,92314,"34.278967, -116.773825",34.278967,-116.773825,"9,899",Q3,No,0,50,,Yes,18.95,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,970.85,0,0,947.5,1918.35,3,Stayed,No,0,27,4263,,,No
2251-PYLPB,Male,34,No,No,Yes,No,0,United States,California,Big Bear Lake,92315,"34.242058, -116.89802",34.242058,-116.89802,"5,447",Q3,Yes,3,72,Offer A,Yes,45.05,Yes,Yes,Cable,9,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,79.55,5810.9,0,0,3243.6,9054.5,3,Stayed,No,0,55,4766,,,Yes
5555-RNPGT,Male,61,No,No,No,Yes,3,United States,California,Bloomington,92316,"34.059722, -117.39104",34.059722,-117.39104,"25,995",Q3,No,0,10,Offer D,Yes,34.47,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24.8,223.9,0,0,344.7,568.6,3,Stayed,No,0,36,5212,,,No
1057-FOGLZ,Female,44,No,No,No,No,0,United States,California,Calimesa,92320,"33.982787, -117.057627",33.982787,-117.057627,"7,334",Q3,No,0,18,Offer D,Yes,18.2,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.65,391.7,0,0,327.6,719.3,3,Stayed,No,0,20,4333,,,No
8087-LGYHQ,Male,40,No,No,No,No,0,United States,California,Crestline,92325,"34.248061, -117.29028",34.248061,-117.29028,"10,484",Q3,No,0,9,Offer E,Yes,15.53,No,Yes,Fiber Optic,14,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.05,811.65,0,0,139.77,951.42,4,Stayed,No,0,42,3475,,,No
4137-BTIKL,Male,55,No,No,No,No,0,United States,California,Daggett,92327,"34.875144, -116.821698",34.875144,-116.821698,678,Q3,No,0,2,Offer E,Yes,27.17,Yes,Yes,Fiber Optic,23,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,90.75,174.75,0,0,54.34,229.09,3,Joined,No,0,60,4766,,,No
2190-BCXEC,Female,61,No,No,Yes,No,0,United States,California,Death Valley,92328,"36.27688, -117.033326",36.27688,-117.033326,443,Q3,Yes,10,40,,Yes,39.97,Yes,Yes,Fiber Optic,17,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,78.85,3126.85,0,0,1598.8,4725.65,4,Stayed,No,0,45,5257,,,Yes
6227-FBDXH,Male,50,No,No,Yes,No,0,United States,California,Essex,92332,"34.9436, -115.287901",34.9436,-115.287901,115,Q3,Yes,10,69,Offer A,Yes,3.81,Yes,Yes,Fiber Optic,4,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,99.5,6841.45,0,0,262.89,7104.34,4,Stayed,No,0,56,4237,,,Yes
2911-WDXMV,Male,29,Yes,No,No,Yes,3,United States,California,Fontana,92335,"34.087558, -117.464096",34.087558,-117.464096,"82,630",Q3,No,0,18,Offer D,Yes,41.08,Yes,Yes,Fiber Optic,48,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,80.55,1406.65,0,0,739.44,2146.09,5,Stayed,No,0,37,5334,,,No
4547-FZJWE,Male,24,Yes,No,Yes,No,0,United States,California,Forest Falls,92339,"34.067699, -116.903891",34.067699,-116.903891,958,Q3,Yes,5,55,,Yes,36.17,No,Yes,DSL,69,Yes,No,No,No,No,Yes,Yes,No,One Year,No,Credit Card,59.45,3157,0,40,1989.35,5186.35,4,Stayed,No,0,77,5712,,,Yes
7422-WNBTY,Male,35,No,No,Yes,No,0,United States,California,Green Valley Lake,92341,"34.244411, -117.072654",34.244411,-117.072654,317,Q3,Yes,5,33,,Yes,31.76,Yes,Yes,Fiber Optic,7,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.35,3092,0,0,1048.08,4140.08,4,Stayed,No,0,40,3348,,,Yes
0842-IWYCP,Female,19,Yes,No,No,No,0,United States,California,Helendale,92342,"34.757783, -117.33997",34.757783,-117.33997,"4,948",Q3,No,0,46,,Yes,40.32,No,Yes,Cable,51,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.95,2168.9,0,0,1854.72,4023.62,5,Stayed,No,0,44,2626,,,No
3521-HTQTV,Male,54,No,No,No,No,0,United States,California,Hesperia,92345,"34.361387, -117.337509",34.361387,-117.337509,"68,515",Q3,No,0,34,,Yes,20.47,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,26.1,980.35,0,0,695.98,1676.33,3,Stayed,No,0,46,2026,,,No
3744-ZBHON,Female,64,No,No,No,No,0,United States,California,Highland,92346,"34.129677, -117.154277",34.129677,-117.154277,"48,245",Q3,No,0,3,,Yes,31.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.2,65.95,0,0,95.43,161.38,5,Joined,No,0,24,4369,,,No
3373-DIUUN,Male,58,No,No,Yes,Yes,3,United States,California,Hinkley,92347,"34.983808, -117.239306",34.983808,-117.239306,"1,933",Q3,Yes,6,30,,Yes,40,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,21.25,711.9,0,0,1200,1911.9,3,Stayed,No,0,70,3047,,,Yes
8383-SGHJU,Female,41,No,No,No,No,0,United States,California,Lake Arrowhead,92352,"34.2565, -117.19335",34.2565,-117.19335,"9,793",Q3,No,0,33,,Yes,10.28,Yes,Yes,Cable,7,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,59.4,1952.8,0,0,339.24,2292.04,3,Stayed,No,0,38,2853,,,No
7607-QKKTJ,Male,25,Yes,No,Yes,Yes,2,United States,California,Loma Linda,92354,"34.049315, -117.255974",34.049315,-117.255974,"18,068",Q3,Yes,6,45,,Yes,33.45,Yes,Yes,Fiber Optic,69,No,Yes,Yes,No,No,Yes,Yes,No,One Year,Yes,Credit Card,95,4368.85,0,60,1505.25,5934.1,4,Stayed,No,0,27,2719,,,Yes
7707-PYBBH,Male,49,No,No,No,No,0,United States,California,Lucerne Valley,92356,"34.508417, -116.856103",34.508417,-116.856103,"5,256",Q3,No,0,40,,Yes,36.98,No,Yes,DSL,21,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,61.9,2647.1,0,0,1479.2,4126.3,4,Stayed,No,0,52,2520,,,No
8984-HPEMB,Female,58,No,No,No,No,0,United States,California,Lytle Creek,92358,"34.238162, -117.534306",34.238162,-117.534306,"1,090",Q3,No,0,71,Offer A,Yes,17.9,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,118.65,8477.6,0,0,1270.9,9748.5,3,Stayed,No,0,73,4296,,,No
4139-DETXS,Female,53,No,No,Yes,No,0,United States,California,Needles,92363,"34.711224, -114.702256",34.711224,-114.702256,"5,488",Q3,No,0,72,Offer A,No,0,No,Yes,DSL,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,64.45,4528,0,0,0,4528,4,Stayed,No,0,45,5265,,,Yes
9779-DPNEJ,Female,59,No,No,Yes,Yes,3,United States,California,Nipton,92364,"35.478736, -115.516984",35.478736,-115.516984,162,Q3,Yes,5,22,Offer D,Yes,33.46,No,Yes,Fiber Optic,29,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.15,1790.65,0,0,736.12,2526.77,5,Stayed,No,0,42,4732,,,Yes
9805-FILKB,Male,44,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,6,46,,Yes,4.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.2,845.6,0,0,217.12,1062.72,3,Stayed,No,0,68,2325,,,Yes
5793-YOLJN,Female,53,No,No,Yes,Yes,3,United States,California,Oro Grande,92368,"34.647959, -117.296957",34.647959,-117.296957,909,Q3,Yes,8,55,Offer B,Yes,38.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,21,1210.3,0,0,2118.05,3328.35,3,Stayed,No,0,24,5046,,,Yes
0673-IGUQO,Male,26,Yes,No,No,No,0,United States,California,Phelan,92371,"34.441123, -117.537886",34.441123,-117.537886,"12,463",Q3,No,0,1,,Yes,30.09,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.45,20.45,0,0,30.09,50.54,4,Joined,No,0,38,4845,,,No
4123-FCVCB,Female,23,Yes,No,No,No,0,United States,California,Pinon Hills,92372,"34.459322, -117.629729",34.459322,-117.629729,"4,280",Q3,No,0,12,Offer D,Yes,49.25,Yes,Yes,DSL,47,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,75.85,854.45,0,0,591,1445.45,4,Stayed,No,0,70,5942,,,No
8819-IMISP,Male,43,No,No,No,No,0,United States,California,Redlands,92373,"34.003243, -117.138286",34.003243,-117.138286,"31,230",Q3,No,0,31,,Yes,37.07,Yes,Yes,Fiber Optic,23,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.45,2429.1,0,0,1149.17,3578.27,4,Stayed,No,0,49,4684,,,No
8311-UEUAB,Female,24,Yes,No,Yes,No,0,United States,California,Rialto,92376,"34.109775, -117.378904",34.109775,-117.378904,"75,882",Q3,Yes,5,67,Offer A,Yes,1.36,Yes,Yes,DSL,82,Yes,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,75.5,5229.45,0,0,91.12,5320.57,3,Stayed,No,0,69,5420,,,Yes
5858-EAFCZ,Male,45,No,No,No,No,0,United States,California,Rialto,92377,"34.156758, -117.404686",34.156758,-117.404686,"18,518",Q3,No,0,1,,Yes,23.34,No,Yes,DSL,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.45,44.45,0,0,23.34,67.79,3,Joined,No,0,74,3498,,,No
1163-ONYEY,Male,61,No,No,Yes,Yes,2,United States,California,Shoshone,92384,"35.924252, -116.188668",35.924252,-116.188668,87,Q3,Yes,4,41,Offer B,Yes,28.55,Yes,Yes,Cable,20,Yes,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,74.55,3023.55,0,0,1170.55,4194.1,3,Stayed,No,0,61,2748,,,Yes
5656-MJEFC,Male,48,No,No,Yes,No,0,United States,California,Victorville,92392,"34.486835, -117.362274",34.486835,-117.362274,"63,235",Q3,Yes,10,42,Offer B,No,0,No,Yes,Cable,8,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,48.15,2032.3,0,0,0,2032.3,4,Stayed,No,0,25,2673,,,Yes
6082-OQFBA,Male,62,No,No,Yes,No,0,United States,California,Victorville,92394,"34.567058, -117.362329",34.567058,-117.362329,"12,083",Q3,Yes,2,23,Offer D,Yes,24.88,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.65,436.9,0,0,572.24,1009.14,5,Stayed,No,0,70,5460,,,Yes
8974-OVACP,Female,40,No,No,No,No,0,United States,California,Yermo,92398,"35.013299, -116.834092",35.013299,-116.834092,"1,195",Q3,No,0,1,,Yes,27.59,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.15,20.15,0,0,27.59,47.74,4,Joined,No,0,31,3167,,,No
4010-YLMVT,Female,25,Yes,No,No,No,0,United States,California,Yucaipa,92399,"34.04597, -117.011825",34.04597,-117.011825,"41,575",Q3,No,0,56,Offer B,Yes,24.77,Yes,Yes,Fiber Optic,51,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,106.6,5893.95,0,0,1387.12,7281.07,4,Stayed,No,0,80,5056,,,No
1379-FRVEB,Male,31,No,No,No,Yes,1,United States,California,San Bernardino,92401,"34.105935, -117.2914",34.105935,-117.2914,"1,779",Q3,No,0,15,Offer D,Yes,30.22,Yes,Yes,Fiber Optic,12,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91,1430.05,0,0,453.3,1883.35,4,Stayed,No,0,48,4602,,,No
8612-GXIDD,Male,55,No,No,Yes,Yes,3,United States,California,San Bernardino,92404,"34.183286, -117.221722",34.183286,-117.221722,"53,636",Q3,Yes,8,12,Offer D,Yes,44.12,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.4,313,0,0,529.44,842.44,3,Stayed,No,0,71,2219,,,Yes
6288-CHQJB,Female,21,Yes,No,Yes,No,0,United States,California,San Bernardino,92405,"34.142747, -117.300864",34.142747,-117.300864,"24,644",Q3,Yes,3,54,Offer B,Yes,28.17,No,Yes,DSL,76,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,69.95,3871.85,0,0,1521.18,5393.03,4,Stayed,No,0,57,5077,,,Yes
8160-HOWOX,Female,30,No,No,No,No,0,United States,California,San Bernardino,92407,"34.250069, -117.393949",34.250069,-117.393949,"49,355",Q3,No,0,7,,Yes,48.16,No,Yes,DSL,85,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,66.85,458.1,0,0,337.12,795.22,4,Stayed,No,0,43,4858,,,No
6648-INWPS,Male,30,No,No,Yes,Yes,3,United States,California,San Bernardino,92410,"34.106922, -117.297553",34.106922,-117.297553,"44,556",Q3,Yes,4,16,Offer D,Yes,38.55,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.15,341.35,0,0,616.8,958.15,4,Stayed,No,0,58,5271,,,Yes
4223-BKEOR,Female,55,No,No,No,No,0,United States,California,San Bernardino,92411,"34.122501, -117.320138",34.122501,-117.320138,"23,146",Q3,No,0,21,Offer D,Yes,30.88,No,Yes,DSL,15,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Mailed Check,64.85,1336.8,0,0,648.48,1985.28,3,Stayed,No,0,51,3302,,,No
1763-WQFUK,Male,45,No,No,No,No,0,United States,California,Riverside,92503,"33.890046, -117.455583",33.890046,-117.455583,"71,678",Q3,No,0,3,,Yes,26.38,No,Yes,DSL,25,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,50.5,147.75,0,0,79.14,226.89,4,Joined,No,0,43,5258,,,No
1391-UBDAR,Male,27,Yes,No,No,No,0,United States,California,Riverside,92504,"33.9108, -117.398153",33.9108,-117.398153,"46,550",Q3,No,0,11,Offer D,Yes,18.33,No,Yes,Fiber Optic,76,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,72.9,818.45,0,0,201.63,1020.08,3,Stayed,No,0,71,3042,,,No
8894-JVDCV,Female,39,No,No,No,No,0,United States,California,Riverside,92505,"33.920907, -117.489426",33.920907,-117.489426,"38,446",Q3,No,0,62,Offer B,Yes,36.84,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,115.05,7133.45,0,0,2284.08,9417.53,4,Stayed,No,0,43,6494,,,No
2023-VQFDL,Male,42,No,No,No,No,0,United States,California,Riverside,92506,"33.930931, -117.361788",33.930931,-117.361788,"42,425",Q3,No,0,18,Offer D,Yes,33.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19,348.8,0,0,596.88,945.68,5,Stayed,No,0,39,5379,,,No
1345-GKDZZ,Male,20,Yes,No,No,Yes,1,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,"48,649",Q3,No,0,6,,Yes,17.53,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,128.6,0,0,105.18,233.78,4,Stayed,No,0,69,2309,,,No
2014-MKGMH,Female,45,No,No,No,No,0,United States,California,Riverside,92508,"33.885499, -117.324959",33.885499,-117.324959,"17,147",Q3,No,0,46,Offer B,Yes,27.97,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,101.1,4674.4,0,0,1286.62,5961.02,4,Stayed,No,0,54,4883,,,No
5628-FCGYG,Male,46,No,No,No,No,0,United States,California,Riverside,92509,"34.004379, -117.447864",34.004379,-117.447864,"63,999",Q3,No,0,21,,Yes,49.05,Yes,Yes,Fiber Optic,9,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.1,1737.45,0,0,1030.05,2767.5,4,Stayed,No,0,69,4649,,,No
2560-WBWXF,Male,45,No,No,No,No,0,United States,California,March Air Reserve Base,92518,"33.888323, -117.277533",33.888323,-117.277533,"1,005",Q3,No,0,68,,Yes,37.79,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.15,1498.85,0,0,2569.72,4068.57,4,Stayed,No,0,70,5987,,,No
0248-IPDFW,Female,19,Yes,No,No,No,0,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,"38,519",Q3,No,0,1,,Yes,29.13,Yes,Yes,Cable,51,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.1,50.1,0,0,29.13,79.23,4,Joined,No,0,57,5617,,,No
7978-DKUQH,Female,26,Yes,No,Yes,No,0,United States,California,Lake Elsinore,92532,"33.705836, -117.318204",33.705836,-117.318204,"4,546",Q3,Yes,7,25,,Yes,37.1,No,Yes,Fiber Optic,82,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.6,1797.75,0,0,927.5,2725.25,5,Stayed,No,0,35,4591,,,Yes
4335-UPJSI,Female,57,No,No,No,Yes,1,United States,California,Aguanga,92536,"33.482243, -116.827173",33.482243,-116.827173,"2,433",Q3,No,0,24,,Yes,34.24,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.75,498.1,0,0,821.76,1319.86,3,Stayed,No,0,43,2639,,,No
1784-EZDKJ,Male,31,No,No,Yes,No,0,United States,California,Hemet,92544,"33.644585, -116.871544",33.644585,-116.871544,"39,264",Q3,Yes,3,51,Offer B,Yes,29.4,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,106.8,5498.8,0,140,1499.4,7138.2,3,Stayed,No,0,33,4640,,,Yes
9297-FVVDH,Female,33,No,No,Yes,No,0,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,"25,694",Q3,Yes,2,57,Offer B,Yes,10.05,Yes,Yes,DSL,16,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.5,4845.4,0,0,572.85,5418.25,3,Stayed,No,0,41,5928,,,Yes
8007-YYPWD,Female,52,No,No,No,No,0,United States,California,Homeland,92548,"33.761894, -117.120868",33.761894,-117.120868,"4,283",Q3,No,0,15,,Yes,40.97,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.05,369.1,0,0,614.55,983.65,5,Stayed,No,0,43,5218,,,No
7101-HRBLJ,Female,25,Yes,No,Yes,No,0,United States,California,Idyllwild,92549,"33.755039, -116.741796",33.755039,-116.741796,"3,588",Q3,Yes,9,72,,Yes,16.05,No,Yes,Cable,46,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,83.7,6096.9,0,0,1155.6,7252.5,3,Stayed,No,0,36,4592,,,Yes
6635-CPNUN,Male,25,Yes,No,Yes,No,0,United States,California,Moreno Valley,92553,"33.923149, -117.244933",33.923149,-117.244933,"61,205",Q3,Yes,10,28,,Yes,33.57,Yes,Yes,Fiber Optic,52,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,96.6,2684.35,0,0,939.96,3624.31,5,Stayed,No,0,43,5530,,,Yes
5453-YBTWV,Male,52,No,No,Yes,Yes,2,United States,California,Moreno Valley,92557,"33.970661, -117.255039",33.970661,-117.255039,"46,214",Q3,Yes,10,70,,Yes,49.67,No,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,101.1,6994.8,0,0,3476.9,10471.7,3,Stayed,No,0,62,4226,,,Yes
5039-LZRQT,Female,52,No,No,No,No,0,United States,California,Mountain Center,92561,"33.638645, -116.55783",33.638645,-116.55783,"1,500",Q3,No,0,13,,Yes,26.57,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.2,273.25,0,0,345.41,618.66,5,Stayed,No,0,34,2953,,,No
6418-PIQSP,Female,49,No,No,Yes,No,0,United States,California,Perris,92570,"33.787298, -117.320676",33.787298,-117.320676,"36,817",Q3,Yes,6,62,Offer B,Yes,13.32,No,Yes,Cable,22,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Mailed Check,81,4985.9,0,0,825.84,5811.74,4,Stayed,No,0,31,4684,,,Yes
8220-OCUFY,Female,30,No,No,No,No,0,United States,California,Perris,92571,"33.828289, -117.201666",33.828289,-117.201666,"26,357",Q3,No,0,21,,Yes,7.41,No,Yes,DSL,51,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,60.25,1258.35,0,0,155.61,1413.96,4,Stayed,No,0,25,4870,,,No
3995-WFCSM,Female,28,Yes,No,No,No,0,United States,California,San Jacinto,92582,"33.806708, -117.02007",33.806708,-117.02007,"4,456",Q3,No,0,2,,Yes,15.25,No,Yes,DSL,82,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,60.85,111.4,0,0,30.5,141.9,5,Joined,No,0,54,3796,,,No
1895-QTKDO,Female,38,No,No,No,No,0,United States,California,San Jacinto,92583,"33.796568, -116.924723",33.796568,-116.924723,"21,349",Q3,No,0,1,,Yes,45.59,No,Yes,DSL,5,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,43.95,43.95,0,0,45.59,89.54,5,Joined,No,0,20,5684,,,No
2038-OEQZH,Male,63,No,No,No,No,0,United States,California,Menifee,92584,"33.653338, -117.178271",33.653338,-117.178271,"14,068",Q3,No,0,4,,Yes,44.36,No,Yes,Fiber Optic,20,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,86.05,308.1,0,0,177.44,485.54,5,Stayed,No,0,55,3653,,,No
1178-PZGAB,Female,45,No,No,No,No,0,United States,California,Sun City,92585,"33.739412, -117.173334",33.739412,-117.173334,"8,692",Q3,No,0,19,,Yes,18.57,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.25,383.65,0,0,352.83,736.48,4,Stayed,No,0,78,5586,,,No
2626-VEEWG,Male,48,No,No,Yes,Yes,2,United States,California,Sun City,92587,"33.69887, -117.25071",33.69887,-117.25071,"13,151",Q3,Yes,6,67,,Yes,5.48,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.4,1284.2,0,0,367.16,1651.36,5,Stayed,No,0,70,4890,,,Yes
1657-DYMBM,Male,35,No,No,Yes,No,0,United States,California,Temecula,92591,"33.540604, -117.10909",33.540604,-117.10909,"25,655",Q3,Yes,8,53,Offer B,Yes,34.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.9,1110.05,0,0,1826.38,2936.43,3,Stayed,No,0,61,4157,,,Yes
7311-MQJCH,Female,54,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,5,,Yes,37.97,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.55,99.6,0,0,189.85,289.45,4,Stayed,No,0,47,2575,,,No
1136-XGEQU,Female,53,No,No,Yes,No,0,United States,California,Winchester,92596,"33.657433, -117.04254",33.657433,-117.04254,"4,093",Q3,Yes,9,50,Offer B,Yes,46.49,Yes,Yes,DSL,11,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,84.15,4164.4,0,0,2324.5,6488.9,3,Stayed,No,0,43,4625,,,Yes
2530-FMFXO,Male,38,No,No,Yes,Yes,1,United States,California,Irvine,92602,"33.720359, -117.733655",33.720359,-117.733655,"2,762",Q3,Yes,3,56,Offer B,Yes,42.16,Yes,Yes,Fiber Optic,19,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,103.2,5873.75,0,0,2360.96,8234.71,3,Stayed,No,0,55,4478,,,Yes
6844-DZKRF,Male,61,No,No,No,No,0,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,"27,369",Q3,No,0,2,,Yes,6.34,No,Yes,Cable,28,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,50.2,109.25,0,10,12.68,131.93,4,Joined,No,0,59,4697,,,No
5970-GHJAW,Male,40,No,No,Yes,Yes,2,United States,California,Irvine,92612,"33.643095, -117.810896",33.643095,-117.810896,"41,062",Q3,Yes,9,46,Offer B,Yes,26.12,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,862.4,0,0,1201.52,2063.92,5,Stayed,No,0,75,3574,,,Yes
8879-XUAHX,Male,42,No,No,Yes,No,0,United States,California,Irvine,92614,"33.680302, -117.833296",33.680302,-117.833296,"22,499",Q3,Yes,4,71,,Yes,6.19,Yes,Yes,Fiber Optic,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,116.25,8564.75,0,0,439.49,9004.24,3,Stayed,No,0,47,6124,,,Yes
3689-MOZGR,Female,30,No,No,No,No,0,United States,California,Irvine,92618,"33.667145, -117.732135",33.667145,-117.732135,"6,301",Q3,No,0,29,,No,0,No,Yes,Cable,59,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,31.2,926.2,0,0,0,926.2,5,Stayed,No,0,39,4761,,,No
4195-PNGZS,Male,23,Yes,No,Yes,Yes,3,United States,California,Irvine,92620,"33.716136, -117.752574",33.716136,-117.752574,"26,419",Q3,Yes,1,69,,Yes,33.09,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.45,1718.2,0,0,2283.21,4001.41,5,Stayed,No,0,39,5295,,,Yes
5003-XZWWO,Male,32,No,No,Yes,No,0,United States,California,Capistrano Beach,92624,"33.458754, -117.665104",33.458754,-117.665104,"7,465",Q3,Yes,4,71,,Yes,15.12,Yes,Yes,DSL,30,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.2,5956.85,0,0,1073.52,7030.37,4,Stayed,No,0,33,4753,,,Yes
6922-NCEDI,Male,38,No,No,No,No,0,United States,California,Costa Mesa,92627,"33.645672, -117.922613",33.645672,-117.922613,"62,069",Q3,No,0,56,Offer B,Yes,48.63,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,21.2,1238.65,0,0,2723.28,3961.93,4,Stayed,No,0,23,6473,,,No
9891-NQDBD,Female,22,Yes,No,Yes,No,0,United States,California,Lake Forest,92630,"33.644849, -117.684254",33.644849,-117.684254,"59,176",Q3,Yes,7,28,,Yes,43.36,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,25.55,672.2,0,0,1214.08,1886.28,3,Stayed,No,0,39,3493,,,Yes
6131-IUNXN,Female,47,No,No,Yes,Yes,2,United States,California,Huntington Beach,92646,"33.666301, -117.969501",33.666301,-117.969501,"56,517",Q3,Yes,6,19,,Yes,46.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.2,382.2,0,0,891.29,1273.49,4,Stayed,No,0,64,3636,,,Yes
8548-AWOFC,Male,21,Yes,No,Yes,No,0,United States,California,Huntington Beach,92647,"33.723579, -118.005441",33.723579,-118.005441,"58,764",Q3,Yes,4,66,,Yes,7.67,Yes,Yes,DSL,69,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,63.85,4264.6,0,0,506.22,4770.82,3,Stayed,No,0,72,5956,,,Yes
9798-DRYDS,Female,52,No,No,Yes,No,0,United States,California,Huntington Beach,92648,"33.679659, -118.016195",33.679659,-118.016195,"42,663",Q3,Yes,6,17,,Yes,47.59,Yes,Yes,DSL,25,No,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Mailed Check,61.95,1070.7,0,0,809.03,1879.73,5,Stayed,No,0,27,4759,,,Yes
8532-UEFWH,Male,61,No,No,Yes,Yes,2,United States,California,Huntington Beach,92649,"33.721917, -118.043237",33.721917,-118.043237,"32,304",Q3,Yes,6,52,Offer B,Yes,49.51,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25.75,1345.85,0,0,2574.52,3920.37,3,Stayed,No,0,21,4676,,,Yes
6296-DDOOR,Female,19,Yes,No,No,No,0,United States,California,Laguna Beach,92651,"33.570023, -117.773669",33.570023,-117.773669,"25,206",Q3,No,0,19,,Yes,24.35,No,Yes,Cable,69,No,Yes,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,58.2,1045.25,0,0,462.65,1507.9,4,Stayed,No,0,73,4033,,,No
7951-VRDVK,Female,26,Yes,No,No,No,0,United States,California,Laguna Hills,92653,"33.606899, -117.717854",33.606899,-117.717854,"48,273",Q3,No,0,36,,Yes,13.9,No,Yes,Cable,73,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,85.85,3003.55,0,0,500.4,3503.95,4,Stayed,No,0,64,4898,,,No
4815-YOSUK,Male,22,Yes,No,Yes,Yes,2,United States,California,Aliso Viejo,92656,"33.571259, -117.731917",33.571259,-117.731917,"41,237",Q3,Yes,9,72,,Yes,41.18,Yes,Yes,Fiber Optic,52,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,104.9,7537.5,0,0,2964.96,10502.46,3,Stayed,No,0,35,4927,,,Yes
4365-MSDYN,Male,38,No,No,Yes,No,0,United States,California,San Clemente,92672,"33.429488, -117.609432",33.429488,-117.609432,"34,946",Q3,Yes,7,8,,Yes,22.34,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.55,161.15,0,0,178.72,339.87,5,Stayed,No,0,31,4909,,,Yes
7036-TYDEC,Female,44,No,No,No,No,0,United States,California,San Clemente,92673,"33.4725, -117.584273",33.4725,-117.584273,"15,297",Q3,No,0,69,,Yes,1.85,Yes,Yes,Fiber Optic,13,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,104,7028.5,0,0,127.65,7156.15,5,Stayed,No,0,63,5902,,,No
5802-ADBRC,Female,57,No,No,Yes,No,0,United States,California,San Juan Capistrano,92675,"33.521447, -117.602555",33.521447,-117.602555,"34,321",Q3,Yes,7,50,Offer B,Yes,20.79,Yes,Yes,Fiber Optic,7,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,104.4,5232.9,0,0,1039.5,6272.4,3,Stayed,No,0,26,6100,,,Yes
8076-FEZKJ,Male,58,No,No,No,No,0,United States,California,Silverado,92676,"33.782346, -117.635263",33.782346,-117.635263,"1,859",Q3,No,0,10,,Yes,15.71,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.5,225.85,0,0,157.1,382.95,3,Stayed,No,0,80,5039,,,No
5197-YPYBZ,Female,39,No,No,Yes,Yes,2,United States,California,Laguna Niguel,92677,"33.529047, -117.701175",33.529047,-117.701175,"62,103",Q3,Yes,4,12,,Yes,39.59,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.25,274.7,0,0,475.08,749.78,3,Stayed,No,0,49,2646,,,Yes
4312-GVYNH,Female,46,No,No,Yes,No,0,United States,California,Westminster,92683,"33.752591, -117.993661",33.752591,-117.993661,"88,230",Q3,Yes,8,70,,No,0,No,Yes,Cable,26,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,49.85,3370.2,0,0,0,3370.2,3,Stayed,No,0,26,5460,,,Yes
0839-JTCUD,Female,31,No,No,Yes,No,0,United States,California,Mission Viejo,92691,"33.611945, -117.665867",33.611945,-117.665867,"46,371",Q3,Yes,9,66,,Yes,36.36,Yes,Yes,Cable,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.9,5958.85,0,0,2399.76,8358.61,3,Stayed,No,0,20,4082,,,Yes
5494-WOZRZ,Female,40,No,No,Yes,No,0,United States,California,Mission Viejo,92692,"33.60693, -117.644253",33.60693,-117.644253,"46,227",Q3,No,0,71,,Yes,38.22,No,Yes,DSL,23,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,82,5999.85,0,0,2713.62,8713.47,3,Stayed,No,0,72,5770,,,Yes
2234-EOFPT,Male,48,No,No,Yes,No,0,United States,California,Santa Ana,92701,"33.748478, -117.858918",33.748478,-117.858918,"58,157",Q3,Yes,2,72,,Yes,29.8,No,Yes,DSL,14,Yes,Yes,No,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,79.35,5753.25,0,40,2145.6,7938.85,3,Stayed,No,0,55,4278,,,Yes
8619-IJNDK,Female,64,No,No,Yes,No,0,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,"70,011",Q3,Yes,10,71,,Yes,4.71,No,Yes,DSL,29,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,64.05,4492.9,0,0,334.41,4827.31,4,Stayed,No,0,71,4374,,,Yes
8378-LKJAF,Male,34,No,No,Yes,Yes,1,United States,California,Santa Ana,92704,"33.719869, -117.907063",33.719869,-117.907063,"91,188",Q3,Yes,9,38,,Yes,24.22,Yes,Yes,Fiber Optic,14,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,101.15,3956.7,0,0,920.36,4877.06,3,Stayed,No,0,34,3738,,,Yes
1153-GNOLC,Male,62,No,No,No,No,0,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,"62,634",Q3,No,0,33,,No,0,No,Yes,DSL,30,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,39.1,1309,0,0,0,1309,4,Stayed,No,0,40,2855,,,No
3298-QEICA,Female,27,Yes,No,Yes,No,0,United States,California,Fountain Valley,92708,"33.712036, -117.950113",33.712036,-117.950113,"54,548",Q3,Yes,10,23,,No,0,No,Yes,DSL,42,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,34.6,813.45,0,0,0,813.45,4,Stayed,No,0,73,4445,,,Yes
0788-DXBFY,Male,54,No,No,Yes,No,0,United States,California,Tustin,92780,"33.735802, -117.818805",33.735802,-117.818805,"55,062",Q3,Yes,3,58,Offer B,Yes,27.93,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.55,1108.8,0,0,1619.94,2728.74,3,Stayed,No,0,72,4801,,,Yes
3496-LFSZU,Male,40,No,No,Yes,No,0,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,"60,553",Q3,Yes,2,4,,Yes,28.47,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,70.5,294.2,0,10,113.88,418.08,5,Stayed,No,0,68,2896,,,Yes
5242-UOWHD,Male,24,Yes,No,Yes,Yes,2,United States,California,Anaheim,92802,"33.807864, -117.923782",33.807864,-117.923782,"45,086",Q3,Yes,3,45,Offer B,Yes,39.03,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.35,929.2,0,0,1756.35,2685.55,3,Stayed,No,0,62,4210,,,Yes
6479-SZPLM,Male,26,Yes,No,Yes,Yes,2,United States,California,Anaheim,92805,"33.830209, -117.906099",33.830209,-117.906099,"68,802",Q3,Yes,2,36,,Yes,32.3,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.45,754.5,0,0,1162.8,1917.3,5,Stayed,No,0,39,5745,,,Yes
8097-VBQTZ,Male,61,No,No,No,No,0,United States,California,Anaheim,92806,"33.83796, -117.870494",33.83796,-117.870494,"34,398",Q3,No,0,54,Offer B,Yes,27.62,No,Yes,Cable,24,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,69.9,3883.3,0,0,1491.48,5374.78,4,Stayed,No,0,65,6092,,,No
4500-HKANN,Male,33,No,No,Yes,No,0,United States,California,Anaheim,92807,"33.848733, -117.788357",33.848733,-117.788357,"36,301",Q3,Yes,6,23,,Yes,13.79,Yes,Yes,Cable,17,No,Yes,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,59.7,1414.2,0,0,317.17,1731.37,5,Stayed,No,0,49,3464,,,Yes
9917-KWRBE,Female,28,Yes,No,Yes,No,0,United States,California,Anaheim,92808,"33.850452, -117.726668",33.850452,-117.726668,"19,629",Q3,Yes,8,41,Offer B,Yes,18.84,Yes,Yes,Cable,26,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,78.35,3211.2,0,0,772.44,3983.64,3,Stayed,No,0,44,2894,,,Yes
2212-LYASK,Male,25,Yes,No,Yes,No,0,United States,California,Brea,92823,"33.924143, -117.79387",33.924143,-117.79387,"1,408",Q3,Yes,3,27,,No,0,No,Yes,DSL,27,No,Yes,Yes,No,No,Yes,Yes,No,One Year,Yes,Credit Card,45.85,1246.4,0,30,0,1276.4,4,Stayed,No,0,49,2068,,,Yes
1393-IMKZG,Female,50,No,No,No,No,0,United States,California,Fullerton,92831,"33.879983, -117.895482",33.879983,-117.895482,"34,592",Q3,No,0,1,,Yes,2.7,No,Yes,Fiber Optic,14,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.85,95.85,0,0,2.7,98.55,4,Joined,No,0,23,3270,,,No
8069-RHUXK,Female,55,No,No,Yes,No,0,United States,California,Fullerton,92832,"33.868316, -117.929029",33.868316,-117.929029,"24,502",Q3,Yes,5,67,,No,0,No,Yes,Cable,30,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,35.7,2545.7,0,0,0,2545.7,3,Stayed,No,0,25,5655,,,Yes
2908-WGAXL,Female,40,No,No,Yes,Yes,2,United States,California,Fullerton,92835,"33.902211, -117.914922",33.902211,-117.914922,"21,157",Q3,Yes,9,56,,Yes,29.06,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.95,1468.9,0,0,1627.36,3096.26,5,Stayed,No,0,76,5243,,,Yes
3378-AJRAO,Male,44,No,No,Yes,No,0,United States,California,Garden Grove,92840,"33.787165, -117.931889",33.787165,-117.931889,"50,641",Q3,Yes,7,44,,Yes,32.22,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.85,1013.6,0,0,1417.68,2431.28,3,Stayed,No,0,58,5331,,,Yes
6050-FFXES,Female,51,No,No,Yes,No,0,United States,California,Garden Grove,92844,"33.766476, -117.969795",33.766476,-117.969795,"23,481",Q3,Yes,3,69,,Yes,14.69,Yes,Yes,Fiber Optic,6,No,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,105.35,7240.65,0,50,1013.61,8304.26,5,Stayed,No,0,34,5268,,,Yes
0362-RAOQO,Female,48,No,No,No,No,0,United States,California,Norco,92860,"33.925833, -117.559639",33.925833,-117.559639,"22,443",Q3,No,0,40,,Yes,26.03,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,830.25,0,0,1041.2,1871.45,4,Stayed,No,0,75,3878,,,No
9554-DFKIC,Male,50,No,No,Yes,Yes,2,United States,California,Villa Park,92861,"33.817473, -117.810462",33.817473,-117.810462,"5,935",Q3,Yes,6,30,,Yes,12.49,Yes,Yes,DSL,19,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.45,1588.7,0,0,374.7,1963.4,4,Stayed,No,0,38,2613,,,Yes
5527-ACHSO,Female,38,No,No,No,No,0,United States,California,Orange,92865,"33.828779, -117.848299",33.828779,-117.848299,"18,058",Q3,No,0,11,,Yes,47.61,No,Yes,DSL,12,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,70.5,829.3,0,0,523.71,1353.01,3,Stayed,No,0,75,5541,,,No
0829-DDVLK,Female,58,No,No,No,No,0,United States,California,Orange,92866,"33.784597, -117.844535",33.784597,-117.844535,"15,396",Q3,No,0,15,,Yes,9.74,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,302.45,0,0,146.1,448.55,5,Stayed,No,0,71,4359,,,No
1399-UBQIU,Male,35,No,No,No,No,0,United States,California,Orange,92867,"33.81859, -117.821288",33.81859,-117.821288,"40,915",Q3,No,0,11,,Yes,16.14,No,Yes,DSL,8,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.35,712.25,0,0,177.54,889.79,3,Stayed,No,0,47,2288,,,No
1813-JLKWR,Female,47,No,No,Yes,No,0,United States,California,Orange,92868,"33.787796, -117.875928",33.787796,-117.875928,"23,172",Q3,Yes,7,64,,Yes,23.25,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.8,1336.65,0,0,1488,2824.65,5,Stayed,No,0,31,5384,,,Yes
9537-VHDTA,Female,42,No,No,No,Yes,3,United States,California,Corona,92879,"33.893823, -117.531446",33.893823,-117.531446,"44,875",Q3,No,0,1,,Yes,2.98,No,Yes,Cable,26,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,51.2,51.2,0,0,2.98,54.18,3,Joined,No,0,51,3699,,,No
4957-TIALW,Female,26,Yes,No,No,No,0,United States,California,Corona,92880,"33.918043, -117.617809",33.918043,-117.617809,"16,998",Q3,No,0,15,Offer D,Yes,20.11,No,Yes,Cable,73,Yes,Yes,Yes,Yes,No,No,Yes,Yes,One Year,No,Credit Card,65.6,1010,0,0,301.65,1311.65,3,Stayed,No,0,28,2976,,,No
2054-PJOCK,Female,32,No,No,No,No,0,United States,California,Corona,92881,"33.833686, -117.513063",33.833686,-117.513063,"21,911",Q3,No,0,60,,Yes,16.11,Yes,Yes,Cable,18,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,80.55,4847.05,0,0,966.6,5813.65,5,Stayed,No,0,52,4159,,,No
9150-HEPMB,Male,57,No,No,No,No,0,United States,California,Corona,92882,"33.819385, -117.600213",33.819385,-117.600213,"60,294",Q3,No,0,56,,Yes,21.61,No,Yes,Cable,27,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,52.7,3019.7,0,0,1210.16,4229.86,3,Stayed,No,0,63,4753,,,No
9030-QGZNL,Female,31,No,No,No,No,0,United States,California,Corona,92883,"33.762351, -117.488725",33.762351,-117.488725,"13,188",Q3,No,0,8,,Yes,11.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.85,161.65,0,0,91.68,253.33,5,Stayed,No,0,23,4249,,,No
3126-WQMGH,Female,19,Yes,No,Yes,No,0,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,"20,893",Q3,Yes,6,49,,Yes,28.42,Yes,Yes,DSL,41,No,No,No,No,No,No,Yes,No,Month-to-Month,Yes,Credit Card,52.15,2583.75,0,50,1392.58,4026.33,4,Stayed,No,0,40,5224,,,Yes
7176-WRTNX,Male,51,No,No,No,No,0,United States,California,Ventura,93004,"34.278697, -119.167798",34.278697,-119.167798,"27,381",Q3,No,0,70,Offer A,Yes,14.63,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114.95,7711.25,0,0,1024.1,8735.35,3,Stayed,No,0,26,4511,,,No
9239-GZHZE,Female,25,Yes,No,Yes,No,0,United States,California,Carpinteria,93013,"34.441398, -119.513163",34.441398,-119.513163,"17,409",Q3,Yes,6,72,Offer A,Yes,24.85,Yes,Yes,Fiber Optic,47,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,113.65,8124.2,0,0,1789.2,9913.4,3,Stayed,No,0,79,6469,,,Yes
7205-BAIAD,Female,42,No,No,No,No,0,United States,California,Fillmore,93015,"34.408161, -118.865111",34.408161,-118.865111,"16,013",Q3,No,0,40,,Yes,22.89,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.6,827.3,0,0,915.6,1742.9,3,Stayed,No,0,27,3091,,,No
8064-RAVOH,Male,44,No,No,No,Yes,3,United States,California,Oxnard,93030,"34.223244, -119.18012",34.223244,-119.18012,"79,736",Q3,No,0,1,Offer E,Yes,42.55,No,Yes,DSL,25,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.85,49.85,0,0,42.55,92.4,4,Joined,No,0,49,5323,,,No
0219-QAERP,Male,33,No,No,Yes,No,0,United States,California,Oxnard,93033,"34.156629, -119.117218",34.156629,-119.117218,"77,791",Q3,Yes,2,30,,Yes,9.81,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,576.65,0,0,294.3,870.95,5,Stayed,No,0,74,4006,,,Yes
8963-JLGJT,Male,20,Yes,No,No,Yes,1,United States,California,Santa Barbara,93105,"34.037342, -119.80079",34.037342,-119.80079,"25,771",Q3,No,0,3,Offer E,Yes,33.28,No,Yes,Cable,69,Yes,No,Yes,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,55.9,157.55,0,0,99.84,257.39,4,Joined,No,0,36,4648,,,No
2135-DQWAQ,Female,37,No,No,No,No,0,United States,California,Santa Barbara,93111,"34.460197, -119.802602",34.460197,-119.802602,"16,477",Q3,No,0,5,Offer E,Yes,45.74,No,Yes,Fiber Optic,30,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,85.3,420.45,0,10,228.7,659.15,4,Stayed,No,0,67,2689,,,No
4056-QHXHZ,Female,49,No,No,Yes,Yes,2,United States,California,Goleta,93117,"34.489983, -120.091246",34.489983,-120.091246,"49,975",Q3,Yes,6,72,Offer A,Yes,2.71,Yes,Yes,Fiber Optic,20,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,107.45,7576.7,0,0,195.12,7771.82,4,Stayed,No,0,28,5246,,,Yes
7401-JIXNM,Female,27,Yes,No,Yes,No,0,United States,California,Arvin,93203,"35.116307, -118.817644",35.116307,-118.817644,"16,206",Q3,Yes,5,54,,Yes,29.66,Yes,Yes,Cable,76,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,91.3,4965,0,0,1601.64,6566.64,3,Stayed,No,0,27,5907,,,Yes
9339-FIIJL,Male,57,No,No,Yes,No,0,United States,California,Avenal,93204,"35.916943, -120.129921",35.916943,-120.129921,"14,697",Q3,Yes,2,72,Offer A,Yes,10.97,Yes,Yes,DSL,30,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,85.95,6151.9,0,0,789.84,6941.74,4,Stayed,No,0,62,6450,,,Yes
6670-MFRPK,Male,53,No,No,Yes,Yes,1,United States,California,Coalinga,93210,"36.186867, -120.387793",36.186867,-120.387793,"18,036",Q3,Yes,5,69,Offer A,Yes,21.56,Yes,Yes,Fiber Optic,17,No,No,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,79.2,5420.65,0,0,1487.64,6908.29,4,Stayed,No,0,63,4072,,,Yes
6177-PEVRA,Female,58,No,No,No,No,0,United States,California,Corcoran,93212,"36.04533, -119.532424",36.04533,-119.532424,"23,506",Q3,No,0,48,,Yes,13.03,No,Yes,DSL,5,Yes,Yes,No,No,No,No,No,Yes,Two Year,No,Credit Card,55.5,2627.35,0,0,625.44,3252.79,4,Stayed,No,0,48,4975,,,No
4813-HQMGZ,Female,54,No,No,Yes,No,0,United States,California,Ducor,93218,"35.846067, -119.004073",35.846067,-119.004073,823,Q3,Yes,4,8,Offer E,Yes,9.88,Yes,Yes,Fiber Optic,4,No,No,No,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,90.25,743.75,0,0,79.04,822.79,3,Stayed,No,0,76,4969,,,Yes
7579-KKLOE,Male,59,No,No,Yes,No,0,United States,California,Earlimart,93219,"35.858054, -119.305858",35.858054,-119.305858,"9,318",Q3,Yes,7,71,Offer A,Yes,46.53,Yes,Yes,DSL,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,91.25,6589.6,0,0,3303.63,9893.23,3,Stayed,No,0,30,5529,,,Yes
8402-EIVQS,Male,40,No,No,Yes,No,0,United States,California,Frazier Park,93222,"34.907911, -119.234281",34.907911,-119.234281,"1,526",Q3,Yes,8,67,Offer A,Yes,31.41,No,Yes,Fiber Optic,23,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.9,6733.15,0,0,2104.47,8837.62,3,Stayed,No,0,31,4078,,,Yes
4947-DSMXK,Male,28,Yes,No,Yes,Yes,2,United States,California,Farmersville,93223,"36.29878, -119.201028",36.29878,-119.201028,"8,644",Q3,Yes,9,34,,Yes,42.74,Yes,Yes,Fiber Optic,52,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,97.7,3410,0,0,1453.16,4863.16,3,Stayed,No,0,39,5789,,,Yes
7245-NIIWQ,Female,53,No,No,No,No,0,United States,California,Fellows,93224,"35.215731, -119.57013",35.215731,-119.57013,626,Q3,No,0,3,Offer E,Yes,34.76,No,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.85,199.85,0,0,104.28,304.13,5,Joined,No,0,40,4764,,,No
0002-ORFBO,Female,37,No,No,Yes,No,0,United States,California,Frazier Park,93225,"34.827662, -118.999073",34.827662,-118.999073,"4,498",Q3,Yes,2,9,,Yes,42.39,No,Yes,Cable,16,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,65.6,593.3,0,0,381.51,974.81,3,Stayed,No,0,65,2205,,,Yes
3324-OIRTO,Male,23,Yes,No,Yes,Yes,3,United States,California,Glennville,93226,"35.735694, -118.738483",35.735694,-118.738483,296,Q3,Yes,1,71,Offer A,Yes,14.14,No,Yes,Fiber Optic,59,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.65,7288.4,0,0,1003.94,8292.34,4,Stayed,No,0,74,6101,,,Yes
5414-OFQCB,Male,34,No,No,No,No,0,United States,California,Hanford,93230,"36.29223, -119.622676",36.29223,-119.622676,"53,204",Q3,No,0,57,,Yes,30.77,Yes,Yes,Fiber Optic,10,No,No,No,Yes,Yes,No,No,No,Two Year,Yes,Credit Card,90.45,5229.8,0,70,1753.89,7053.69,5,Stayed,No,0,24,5076,,,No
4967-WPNCF,Male,36,No,No,No,No,0,United States,California,Huron,93234,"36.217864, -120.080117",36.217864,-120.080117,"6,918",Q3,No,0,72,Offer A,No,0,No,Yes,Cable,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,63.7,4464.8,0,0,0,4464.8,3,Stayed,No,0,46,4921,,,No
8499-BRXTD,Male,28,Yes,No,No,No,0,United States,California,Kernville,93238,"35.852892, -118.397782",35.852892,-118.397782,"1,873",Q3,No,0,18,Offer D,Yes,38.73,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,401.85,0,0,697.14,1098.99,5,Stayed,No,0,57,5586,,,No
9154-QDGTH,Male,20,Yes,No,Yes,Yes,2,United States,California,Kettleman City,93239,"35.996923, -120.000951",35.996923,-120.000951,"1,809",Q3,No,0,43,,Yes,22.83,Yes,Yes,Fiber Optic,47,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.3,4451.85,0,0,981.69,5433.54,5,Stayed,No,0,60,3927,,,Yes
8197-BFWVU,Female,62,No,No,Yes,No,0,United States,California,Lake Isabella,93240,"35.607875, -118.466318",35.607875,-118.466318,"5,564",Q3,Yes,2,72,Offer A,Yes,1.72,Yes,Yes,Cable,7,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,93.25,6688.95,0,0,123.84,6812.79,3,Stayed,No,0,28,5197,,,Yes
2577-GVSIL,Male,61,No,No,Yes,No,0,United States,California,Lamont,93241,"35.245035, -118.905553",35.245035,-118.905553,"15,364",Q3,Yes,10,35,,Yes,13.39,Yes,Yes,DSL,20,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,73.45,2661.1,0,0,468.65,3129.75,4,Stayed,No,0,66,4719,,,Yes
9367-OIUXP,Male,28,Yes,No,No,No,0,United States,California,Laton,93242,"36.444232, -119.718285",36.444232,-119.718285,"2,900",Q3,No,0,4,,Yes,45.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.7,73.05,0,0,181.48,254.53,5,Stayed,No,0,76,4676,,,No
6770-UAYGJ,Female,23,Yes,No,Yes,Yes,2,United States,California,Lebec,93243,"34.845861, -118.885163",34.845861,-118.885163,"1,247",Q3,Yes,8,49,,Yes,33.65,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.25,1211.65,0,0,1648.85,2860.5,3,Stayed,No,0,35,5616,,,Yes
6463-HHXJR,Female,61,No,No,Yes,Yes,2,United States,California,Lemon Cove,93244,"36.462671, -118.997291",36.462671,-118.997291,293,Q3,Yes,5,71,Offer A,Yes,36.5,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,100.5,7030.65,0,0,2591.5,9622.15,4,Stayed,No,0,41,4080,,,Yes
7928-VJYAB,Male,44,No,No,Yes,Yes,1,United States,California,Lemoore,93245,"36.303666, -119.825657",36.303666,-119.825657,"30,419",Q3,Yes,9,11,Offer D,Yes,38.48,No,Yes,Fiber Optic,19,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,90.6,1020.2,0,0,423.28,1443.48,5,Stayed,No,0,65,2004,,,Yes
1187-WILMM,Male,39,No,No,Yes,No,0,United States,California,Lindsay,93247,"36.205465, -119.085807",36.205465,-119.085807,"15,508",Q3,Yes,6,63,,Yes,44.55,Yes,Yes,DSL,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,89.4,5597.65,0,0,2806.65,8404.3,3,Stayed,No,0,80,5004,,,Yes
1306-RPWXZ,Female,60,No,No,No,Yes,3,United States,California,Mc Farland,93250,"35.666886, -119.186717",35.666886,-119.186717,"10,781",Q3,No,0,49,,Yes,31.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.45,1024.65,0,0,1553.3,2577.95,4,Stayed,No,0,20,4784,,,No
3097-PYWXL,Female,30,No,No,Yes,Yes,2,United States,California,New Cuyama,93254,"34.956577, -119.750142",34.956577,-119.750142,798,Q3,Yes,1,4,,Yes,28.55,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.95,82.9,0,0,114.2,197.1,4,Stayed,No,0,26,2951,,,Yes
2266-SJNAT,Female,21,Yes,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,2,72,Offer A,Yes,11.85,Yes,Yes,Fiber Optic,82,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,109.15,7789.6,0,0,853.2,8642.8,4,Stayed,No,0,46,4807,,,Yes
2972-YDYUW,Female,47,No,No,No,No,0,United States,California,Posey,93260,"35.861928, -118.636698",35.861928,-118.636698,266,Q3,No,0,57,,Yes,38.94,Yes,Yes,Fiber Optic,7,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,94.7,5468.95,0,0,2219.58,7688.53,4,Stayed,No,0,70,4507,,,No
1104-FEJAM,Male,52,No,No,Yes,Yes,2,United States,California,Richgrove,93261,"35.809921, -119.127437",35.809921,-119.127437,"2,956",Q3,Yes,2,28,,Yes,9.31,Yes,Yes,DSL,19,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,64.4,1802.15,0,0,260.68,2062.83,3,Stayed,No,0,48,2434,,,Yes
2809-ILCYT,Female,56,No,No,Yes,No,0,United States,California,Sequoia National Park,93262,"36.527243, -118.594938",36.527243,-118.594938,56,Q3,Yes,10,25,,Yes,3.6,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,26.8,733.55,0,0,90,823.55,5,Stayed,No,0,78,3428,,,Yes
5499-ECUTN,Female,49,No,No,Yes,No,0,United States,California,Shafter,93263,"35.490705, -119.286833",35.490705,-119.286833,"15,177",Q3,Yes,1,47,,Yes,6.56,No,Yes,DSL,11,Yes,No,Yes,No,Yes,No,No,No,One Year,Yes,Credit Card,66.05,3021.45,0,40,308.32,3369.77,4,Stayed,No,0,73,3404,,,Yes
4981-FLTMF,Female,35,No,No,Yes,Yes,1,United States,California,Springville,93265,"36.245926, -118.693138",36.245926,-118.693138,"3,546",Q3,Yes,3,57,,Yes,1.54,Yes,Yes,DSL,15,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,65.2,3687.85,0,0,87.78,3775.63,3,Stayed,No,0,76,4491,,,Yes
3113-IWHLC,Male,24,Yes,No,No,No,0,United States,California,Strathmore,93267,"36.141319, -119.129075",36.141319,-119.129075,"5,689",Q3,No,0,5,,Yes,41.29,No,Yes,DSL,51,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.8,274.35,0,0,206.45,480.8,3,Stayed,No,0,69,2612,,,No
4277-BWBML,Male,48,No,No,Yes,Yes,2,United States,California,Three Rivers,93271,"36.413433, -118.854708",36.413433,-118.854708,"2,318",Q3,No,0,72,Offer A,Yes,8.53,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.95,1322.85,0,0,614.16,1937.01,3,Stayed,No,0,56,5092,,,Yes
0234-TEVTT,Female,43,No,No,Yes,Yes,3,United States,California,Tulare,93274,"36.185471, -119.375243",36.185471,-119.375243,"56,101",Q3,Yes,3,48,,No,0,No,Yes,DSL,22,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,45,2196.3,0,0,0,2196.3,3,Stayed,No,0,21,5269,,,Yes
4304-TSPVK,Female,46,No,No,Yes,No,0,United States,California,Tupman,93276,"35.316263, -119.402559",35.316263,-119.402559,236,Q3,Yes,8,68,Offer A,Yes,23.14,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,114.9,7843.55,0,0,1573.52,9417.07,3,Stayed,No,0,77,5782,,,Yes
1552-AAGRX,Female,22,Yes,No,No,No,0,United States,California,Visalia,93277,"36.303793, -119.375646",36.303793,-119.375646,"44,741",Q3,No,0,30,,Yes,42.49,Yes,Yes,Fiber Optic,73,Yes,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,106.4,3211.9,0,60,1274.7,4546.6,4,Stayed,No,0,35,5503,,,No
2637-FKFSY,Female,61,No,No,Yes,No,0,United States,California,Wasco,93280,"35.652242, -119.4464",35.652242,-119.4464,"22,760",Q3,Yes,2,3,,Yes,2.66,No,Yes,DSL,7,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,46.1,130.15,0,0,7.98,138.13,4,Joined,No,0,39,4047,,,Yes
7874-ECPQJ,Female,57,No,No,No,Yes,2,United States,California,Wofford Heights,93285,"35.690535, -118.552784",35.690535,-118.552784,"2,515",Q3,No,0,4,,Yes,27.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.05,85.5,0,0,109.48,194.98,5,Stayed,No,0,57,4462,,,No
0020-INWCK,Female,58,No,No,Yes,Yes,2,United States,California,Woodlake,93286,"36.464635, -119.094348",36.464635,-119.094348,"8,870",Q3,Yes,9,71,Offer A,Yes,27.26,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,95.75,6849.4,0,0,1935.46,8784.86,5,Stayed,No,0,26,4865,,,Yes
7089-RKVSZ,Male,43,No,No,Yes,No,0,United States,California,Woody,93287,"35.710244, -118.881679",35.710244,-118.881679,88,Q3,Yes,6,8,,Yes,23.18,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,24.4,203.95,0,0,185.44,389.39,5,Stayed,No,0,35,2028,,,Yes
2683-JXWQQ,Male,24,Yes,No,Yes,Yes,1,United States,California,Visalia,93291,"36.391777, -119.372842",36.391777,-119.372842,"36,718",Q3,Yes,3,61,,No,0,No,Yes,DSL,76,Yes,No,Yes,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,33.6,2117.2,0,110,0,2227.2,3,Stayed,No,0,64,6495,,,Yes
9548-ZMVTX,Male,31,No,No,Yes,Yes,3,United States,California,Visalia,93292,"36.37559, -119.211689",36.37559,-119.211689,"30,395",Q3,Yes,7,72,Offer A,Yes,8.51,Yes,Yes,Fiber Optic,24,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,90.45,6565.85,0,0,612.72,7178.57,3,Stayed,No,0,35,4461,,,Yes
8739-XNIKG,Female,29,Yes,No,No,No,0,United States,California,Bakersfield,93301,"35.383937, -119.020428",35.383937,-119.020428,"12,963",Q3,No,0,5,,Yes,48.49,Yes,Yes,Fiber Optic,85,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84,424.75,0,0,242.45,667.2,4,Stayed,No,0,54,4456,,,No
9755-JHNMN,Female,37,No,No,No,No,0,United States,California,Bakersfield,93304,"35.339796, -119.023552",35.339796,-119.023552,"44,588",Q3,No,0,49,,Yes,20.45,No,Yes,Cable,23,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,67.4,3306.85,0,0,1002.05,4308.9,3,Stayed,No,0,66,5075,,,No
3981-QSVQI,Male,28,Yes,No,No,No,0,United States,California,Bakersfield,93305,"35.391733, -118.984109",35.391733,-118.984109,"35,643",Q3,No,0,8,Offer E,Yes,22.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.7,168.9,0,0,177.2,346.1,4,Stayed,No,0,22,5498,,,No
2789-HQBOU,Male,60,No,No,No,No,0,United States,California,Bakersfield,93306,"35.449881, -118.841442",35.449881,-118.841442,"53,481",Q3,No,0,3,Offer E,Yes,49.63,No,Yes,Fiber Optic,26,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.35,253.8,0,0,148.89,402.69,5,Joined,No,0,51,4203,,,No
9424-CMPOG,Male,53,No,No,Yes,Yes,3,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,"59,195",Q3,Yes,9,9,Offer E,Yes,2.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.6,197.4,0,0,24.12,221.52,3,Stayed,No,0,65,4406,,,Yes
5067-WJEUN,Male,42,No,No,Yes,Yes,2,United States,California,Bakersfield,93308,"35.559617, -118.925185",35.559617,-118.925185,"44,915",Q3,Yes,1,67,Offer A,Yes,10.9,No,Yes,Cable,26,Yes,Yes,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,54.2,3838.2,0,10,730.3,4578.5,4,Stayed,No,0,57,6005,,,Yes
3450-WXOAT,Male,36,No,No,No,No,0,United States,California,Bakersfield,93309,"35.342891, -119.064803",35.342891,-119.064803,"58,632",Q3,No,0,46,Offer B,Yes,24.13,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.2,2065.15,0,0,1109.98,3175.13,5,Stayed,No,0,75,3150,,,No
9251-WNSOD,Female,23,Yes,No,Yes,No,0,United States,California,Bakersfield,93311,"35.16207, -119.194488",35.16207,-119.194488,"20,440",Q3,Yes,10,67,Offer A,Yes,4.71,Yes,Yes,DSL,58,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Mailed Check,75.1,5064.45,0,0,315.57,5380.02,4,Stayed,No,0,25,4931,,,Yes
6974-DAFLI,Female,54,No,No,Yes,No,0,United States,California,Bakersfield,93312,"35.392599, -119.245341",35.392599,-119.245341,"40,836",Q3,Yes,8,55,Offer B,Yes,3.28,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.7,1140.05,0,0,180.4,1320.45,3,Stayed,No,0,28,4888,,,Yes
2616-UUTFK,Male,54,No,No,Yes,No,0,United States,California,Bakersfield,93313,"35.140938, -119.051348",35.140938,-119.051348,"25,126",Q3,Yes,1,33,,Yes,19.11,Yes,Yes,DSL,21,Yes,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,72.75,2447.45,0,0,630.63,3078.08,3,Stayed,No,0,75,4959,,,Yes
7064-JHXCE,Male,64,No,No,Yes,Yes,1,United States,California,San Luis Obispo,93401,"35.233745, -120.626442",35.233745,-120.626442,"27,047",Q3,Yes,5,62,Offer B,Yes,20.96,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,1263.9,0,0,1299.52,2563.42,5,Stayed,No,0,63,6444,,,Yes
7989-AWGEH,Male,24,Yes,No,Yes,Yes,2,United States,California,San Luis Obispo,93405,"35.236549, -120.727344",35.236549,-120.727344,"31,982",Q3,Yes,8,49,Offer B,No,0,No,Yes,DSL,47,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,39.2,1838.15,0,0,0,1838.15,4,Stayed,No,0,39,4810,,,Yes
4373-VVHQL,Male,37,No,No,No,No,0,United States,California,Arroyo Grande,93420,"35.176236, -120.483243",35.176236,-120.483243,"24,499",Q3,No,0,1,Offer E,Yes,18.57,No,Yes,DSL,26,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,44.75,44.75,0,10,18.57,73.32,4,Joined,No,0,59,5479,,,No
4559-UWIHT,Male,37,No,No,Yes,No,0,United States,California,Atascadero,93422,"35.453912, -120.69461",35.453912,-120.69461,"29,539",Q3,Yes,8,14,Offer D,Yes,45.57,Yes,Yes,Fiber Optic,10,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,82.65,1185,0,0,637.98,1822.98,5,Stayed,No,0,79,4965,,,Yes
6650-BWFRT,Female,43,No,No,Yes,No,0,United States,California,Cambria,93428,"35.591387, -121.032256",35.591387,-121.032256,"6,526",Q3,Yes,1,72,Offer A,Yes,24.89,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,117.15,8529.5,0,0,1792.08,10321.58,3,Stayed,No,0,41,4743,,,Yes
9570-KYEUA,Male,38,No,No,No,No,0,United States,California,Casmalia,93429,"34.866032, -120.536546",34.866032,-120.536546,210,Q3,No,0,64,Offer B,Yes,36.54,Yes,Yes,Fiber Optic,14,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,99.25,6549.45,0,0,2338.56,8888.01,4,Stayed,No,0,59,5213,,,No
6993-YGFJV,Male,29,Yes,No,Yes,No,0,United States,California,Cayucos,93430,"35.511833, -120.918713",35.511833,-120.918713,"3,220",Q3,Yes,9,69,Offer A,Yes,3.41,Yes,Yes,Fiber Optic,41,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,112.55,7806.5,0,0,235.29,8041.79,4,Stayed,No,0,52,5532,,,Yes
2712-SYWAY,Female,30,No,No,No,No,0,United States,California,Creston,93432,"35.480896, -120.469476",35.480896,-120.469476,"1,203",Q3,No,0,1,Offer E,Yes,43.84,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.7,25.7,0,0,43.84,69.54,3,Joined,No,0,54,5249,,,No
0730-BGQGF,Male,48,No,No,Yes,Yes,3,United States,California,Grover Beach,93433,"35.120833, -120.61843",35.120833,-120.61843,"13,106",Q3,Yes,1,71,Offer A,Yes,15.71,Yes,Yes,DSL,57,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,90.3,6287.3,0,100,1115.41,7502.71,3,Stayed,No,0,63,6291,,,Yes
5498-IBWPI,Female,34,No,No,Yes,Yes,2,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,"5,726",Q3,Yes,1,66,Offer A,Yes,48.11,No,Yes,Cable,27,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,49.4,3251.85,0,0,3175.26,6427.11,3,Stayed,No,0,59,5232,,,Yes
9101-NTIXF,Male,32,No,No,No,No,0,United States,California,Lompoc,93436,"34.601055, -120.382917",34.601055,-120.382917,"51,737",Q3,No,0,2,Offer E,Yes,15.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.4,50.6,0,0,30.32,80.92,5,Joined,No,0,56,3954,,,No
9314-QDMDW,Male,29,Yes,No,No,No,0,United States,California,Los Alamos,93440,"34.758699, -120.275839",34.758699,-120.275839,"1,328",Q3,No,0,11,Offer D,Yes,27.84,No,Yes,Cable,59,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,61.25,729.95,0,0,306.24,1036.19,3,Stayed,No,0,58,2738,,,No
9308-ANMVE,Male,52,No,No,No,Yes,2,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,"1,317",Q3,No,0,47,Offer B,Yes,25.25,No,Yes,Cable,17,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,55.3,2654.05,0,0,1186.75,3840.8,3,Stayed,No,0,52,5491,,,No
3413-DHLPB,Male,57,No,No,Yes,Yes,1,United States,California,Oceano,93445,"35.059695, -120.604741",35.059695,-120.604741,"7,435",Q3,Yes,1,60,Offer B,Yes,2.83,Yes,Yes,Fiber Optic,19,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.75,5969.95,0,0,169.8,6139.75,4,Stayed,No,0,53,6237,,,Yes
7649-PHJVR,Male,22,Yes,No,No,No,0,United States,California,Paso Robles,93446,"35.634222, -120.728341",35.634222,-120.728341,"35,586",Q3,No,0,11,Offer D,Yes,33.48,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.5,226.8,0,0,368.28,595.08,4,Stayed,No,0,28,5825,,,No
6114-TCFID,Female,47,No,No,No,No,0,United States,California,Pismo Beach,93449,"35.165668, -120.655842",35.165668,-120.655842,"8,564",Q3,No,0,29,,No,0,No,Yes,Cable,28,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,39.5,1082.75,0,0,0,1082.75,3,Stayed,No,0,29,5103,,,No
3787-TRIAL,Male,23,Yes,No,Yes,Yes,9,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,670,Q3,Yes,1,21,Offer D,No,0,No,Yes,DSL,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,26.05,565.75,0,0,0,565.75,5,Stayed,No,0,44,4302,,,Yes
5156-UMKOW,Female,44,No,No,No,Yes,3,United States,California,San Simeon,93452,"35.746484, -121.223355",35.746484,-121.223355,471,Q3,No,0,3,,No,0,No,Yes,DSL,53,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,29.65,90.05,0,0,0,90.05,3,Joined,No,0,69,5880,,,No
1247-QBVSH,Female,41,No,No,Yes,Yes,2,United States,California,Santa Margarita,93453,"35.303926, -120.256567",35.303926,-120.256567,"2,687",Q3,Yes,1,43,Offer B,Yes,14.64,No,Yes,DSL,19,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,50.2,2169.4,0,0,629.52,2798.92,4,Stayed,No,0,49,5284,,,Yes
6734-GMPVK,Male,34,No,No,No,No,0,United States,California,Santa Maria,93454,"34.943523, -120.256729",34.943523,-120.256729,"30,540",Q3,No,0,5,Offer E,Yes,44.65,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,105.3,550.6,0,0,223.25,773.85,3,Stayed,No,0,66,4024,,,No
9822-OAOVB,Female,63,No,No,No,No,0,United States,California,Santa Maria,93455,"34.818227, -120.418784",34.818227,-120.418784,"37,364",Q3,No,0,1,Offer E,Yes,6.43,No,Yes,DSL,27,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,55.45,55.45,0,10,6.43,71.88,4,Joined,No,0,45,5286,,,No
6161-ERDGD,Male,57,No,No,Yes,Yes,3,United States,California,Santa Maria,93458,"34.95934, -120.490081",34.95934,-120.490081,"43,684",Q3,No,0,71,Offer A,Yes,23.41,Yes,Yes,DSL,53,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,85.45,6300.85,0,0,1662.11,7962.96,4,Stayed,No,0,32,5280,,,Yes
1226-JZNKR,Female,20,Yes,No,Yes,No,0,United States,California,Santa Ynez,93460,"34.630356, -120.032564",34.630356,-120.032564,"5,710",Q3,Yes,1,8,Offer E,Yes,28.37,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.8,160.05,0,0,226.96,387.01,4,Stayed,No,0,51,5698,,,Yes
7318-EIVKO,Male,38,No,No,No,No,0,United States,California,Shandon,93461,"35.634488, -120.293534",35.634488,-120.293534,"1,255",Q3,No,0,8,Offer E,Yes,48.2,Yes,Yes,DSL,22,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.25,436.6,0,0,385.6,822.2,3,Stayed,No,0,54,3003,,,No
3771-PZOBW,Male,38,No,No,No,No,0,United States,California,Solvang,93463,"34.624399, -120.137875",34.624399,-120.137875,"7,958",Q3,No,0,20,Offer D,Yes,25.41,Yes,Yes,Fiber Optic,27,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,90.7,1781.35,0,0,508.2,2289.55,4,Stayed,No,0,77,2927,,,No
8231-BSWXX,Male,44,No,No,No,No,0,United States,California,Mojave,93501,"35.097323, -118.171288",35.097323,-118.171288,"4,882",Q3,No,0,71,Offer A,Yes,41.34,Yes,Yes,Fiber Optic,10,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,79.05,5552.5,0,0,2935.14,8487.64,4,Stayed,No,0,38,5466,,,No
7389-KBFIT,Female,31,No,No,Yes,Yes,2,United States,California,Big Pine,93513,"37.245505, -118.062943",37.245505,-118.062943,"1,826",Q3,Yes,6,2,Offer E,No,0,No,Yes,DSL,20,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,30.25,63.75,0,0,0,63.75,3,Joined,No,0,61,4387,,,Yes
7176-WIONM,Female,24,Yes,No,Yes,No,0,United States,California,Bishop,93514,"37.04584, -118.397236",37.04584,-118.397236,"13,309",Q3,Yes,10,12,Offer D,No,0,No,Yes,Cable,82,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.85,617.15,0,0,0,617.15,3,Stayed,No,0,24,2873,,,Yes
5141-ZUVBH,Female,46,No,No,No,Yes,1,United States,California,Boron,93516,"34.95703, -117.73045",34.95703,-117.73045,"2,241",Q3,No,0,9,,Yes,42.1,No,Yes,Fiber Optic,16,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,93,870.25,0,0,378.9,1249.15,3,Stayed,No,0,40,2267,,,No
7623-HKYRK,Male,46,No,No,No,Yes,1,United States,California,Caliente,93518,"35.358953, -118.527064",35.358953,-118.527064,"1,022",Q3,No,0,6,,Yes,27.78,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.7,111.65,0,0,166.68,278.33,3,Stayed,No,0,44,2276,,,No
0310-SUCIN,Female,50,No,No,Yes,No,0,United States,California,Darwin,93522,"36.319181, -117.593053",36.319181,-117.593053,64,Q3,Yes,2,71,,Yes,23.06,No,Yes,Cable,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,84.8,6046.1,0,0,1637.26,7683.36,3,Stayed,No,0,28,5643,,,Yes
5197-PYEPU,Female,21,Yes,No,Yes,Yes,3,United States,California,Edwards,93523,"34.966777, -117.961179",34.966777,-117.961179,"7,685",Q3,Yes,5,42,Offer B,Yes,6.37,Yes,Yes,Fiber Optic,69,Yes,Yes,No,No,Yes,No,No,No,One Year,Yes,Credit Card,94.45,3923.8,0,140,267.54,4331.34,3,Stayed,No,0,63,5643,,,Yes
6619-RPLQZ,Female,24,Yes,No,Yes,Yes,1,United States,California,June Lake,93529,"37.730269, -119.055813",37.730269,-119.055813,618,Q3,Yes,2,45,Offer B,Yes,40.19,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20.85,892.15,0,0,1808.55,2700.7,4,Stayed,No,0,32,2844,,,Yes
3275-RHRNE,Male,58,No,No,Yes,Yes,3,United States,California,Keeler,93530,"36.560498, -117.962461",36.560498,-117.962461,71,Q3,Yes,8,28,,No,0,No,Yes,DSL,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,60,1682.05,0,0,0,1682.05,5,Stayed,No,0,80,2797,,,Yes
3503-TYDAY,Female,41,No,No,Yes,No,0,United States,California,Keene,93531,"35.214982, -118.59049",35.214982,-118.59049,"1,436",Q3,Yes,7,43,Offer B,Yes,41.83,Yes,Yes,Fiber Optic,15,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.45,3398.9,0,0,1798.69,5197.59,4,Stayed,No,0,35,5357,,,Yes
6901-GOGZG,Male,28,Yes,No,No,Yes,1,United States,California,Lake Hughes,93532,"34.659579, -118.584212",34.659579,-118.584212,"2,771",Q3,No,0,60,Offer B,Yes,49.96,Yes,Yes,DSL,85,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.95,4984.85,0,0,2997.6,7982.45,3,Stayed,No,0,41,4104,,,No
7021-XSNYE,Male,46,No,No,Yes,Yes,2,United States,California,Lancaster,93535,"34.712708, -117.889656",34.712708,-117.889656,"57,794",Q3,Yes,4,7,,No,0,No,Yes,DSL,28,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,49.65,305.55,0,0,0,305.55,3,Stayed,No,0,60,2750,,,Yes
9621-OUPYD,Female,21,Yes,No,Yes,No,0,United States,California,Lancaster,93536,"34.741406, -118.38111",34.741406,-118.38111,"49,309",Q3,Yes,2,25,,Yes,10.49,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.2,507.9,0,0,262.25,770.15,3,Stayed,No,0,23,4129,,,Yes
8982-NHAVY,Male,23,Yes,No,No,No,0,United States,California,Littlerock,93543,"34.505273, -117.955054",34.505273,-117.955054,"11,198",Q3,No,0,27,Offer C,Yes,8.86,Yes,Yes,Fiber Optic,73,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,100.5,2673.45,0,70,239.22,2982.67,3,Stayed,No,0,50,5939,,,No
4307-KWMXE,Male,53,No,No,No,No,0,United States,California,Llano,93544,"34.500091, -117.765862",34.500091,-117.765862,"1,220",Q3,No,0,10,Offer D,No,0,No,Yes,DSL,22,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,35.75,389.8,0,0,0,389.8,3,Stayed,No,0,59,2263,,,No
2450-ZKEED,Female,33,No,No,No,No,0,United States,California,Mammoth Lakes,93546,"37.550074, -118.837167",37.550074,-118.837167,"8,217",Q3,No,0,11,Offer D,Yes,7.42,No,Yes,DSL,17,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,53.8,651.55,0,0,81.62,733.17,5,Stayed,No,0,27,5899,,,No
3694-DELSO,Male,56,No,No,Yes,Yes,3,United States,California,Olancha,93549,"36.296851, -117.865469",36.296851,-117.865469,318,Q3,Yes,3,4,,No,0,No,Yes,DSL,53,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,38.55,156.1,0,0,0,156.1,4,Stayed,No,0,40,3824,,,Yes
3893-JRNFS,Male,19,Yes,No,No,No,0,United States,California,Palmdale,93550,"34.536232, -118.082935",34.536232,-118.082935,"67,232",Q3,No,0,68,,No,0,No,Yes,DSL,58,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,39.9,2796.35,0,0,0,2796.35,4,Stayed,No,0,69,6270,,,No
1133-KXCGE,Female,38,No,No,No,No,0,United States,California,Palmdale,93552,"34.557711, -118.029441",34.557711,-118.029441,"25,370",Q3,No,0,18,Offer D,Yes,18.8,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.1,407.05,0,0,338.4,745.45,4,Stayed,No,0,55,2910,,,No
0142-GVYSN,Male,57,No,No,No,No,0,United States,California,Randsburg,93554,"35.405722, -117.773354",35.405722,-117.773354,117,Q3,No,0,26,Offer C,Yes,13.34,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.3,511.25,0,0,346.84,858.09,5,Stayed,No,0,68,5712,,,No
1049-FYSYG,Female,48,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,5,17,Offer D,No,0,No,Yes,DSL,23,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,35.65,646.05,0,0,0,646.05,3,Stayed,No,0,38,5977,,,Yes
1821-BUCWY,Male,35,No,No,No,No,0,United States,California,Valyermo,93563,"34.39583, -117.734568",34.39583,-117.734568,413,Q3,No,0,30,Offer C,Yes,47.06,No,Yes,Cable,24,Yes,No,Yes,No,No,No,No,Yes,Two Year,Yes,Mailed Check,55.65,1653.85,0,0,1411.8,3065.65,3,Stayed,No,0,70,5445,,,No
8314-DPQHL,Male,61,No,No,No,No,0,United States,California,Auberry,93602,"36.991762, -119.242874",36.991762,-119.242874,"3,464",Q3,No,0,9,,No,0,No,Yes,DSL,14,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Mailed Check,50.8,463.6,0,0,0,463.6,4,Stayed,No,0,47,5535,,,No
1465-WCZVT,Female,44,No,No,Yes,Yes,3,United States,California,Badger,93603,"36.64545, -118.924982",36.64545,-118.924982,273,Q3,Yes,1,3,,Yes,30.34,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.65,60.65,0,0,91.02,151.67,4,Joined,No,0,31,4943,,,Yes
9481-SFCQY,Female,44,No,No,No,Yes,1,United States,California,Bass Lake,93604,"37.458367, -119.345011",37.458367,-119.345011,613,Q3,No,0,14,Offer D,Yes,44.14,No,Yes,DSL,24,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,59.8,824.85,0,0,617.96,1442.81,4,Stayed,No,0,51,5962,,,No
0567-GGCAC,Female,38,No,No,No,No,0,United States,California,Biola,93606,"36.798882, -120.019511",36.798882,-120.019511,807,Q3,No,0,7,,Yes,15.84,No,Yes,DSL,14,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,61.4,438.9,0,0,110.88,549.78,3,Stayed,No,0,71,2845,,,No
8884-MRNSU,Male,61,No,No,Yes,No,0,United States,California,Caruthers,93609,"36.5276, -119.865999",36.5276,-119.865999,"5,446",Q3,Yes,8,17,Offer D,Yes,14.69,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.9,329.75,0,0,249.73,579.48,3,Stayed,No,0,63,3526,,,Yes
2171-UDMFD,Male,22,Yes,No,Yes,Yes,3,United States,California,Chowchilla,93610,"37.100948, -120.270136",37.100948,-120.270136,"19,391",Q3,Yes,5,32,Offer C,Yes,35.05,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.45,674.55,0,0,1121.6,1796.15,4,Stayed,No,0,42,4363,,,Yes
9802-CAQUT,Female,27,Yes,No,Yes,Yes,3,United States,California,Coarsegold,93614,"37.212191, -119.749323",37.212191,-119.749323,"9,395",Q3,Yes,9,72,,Yes,33.39,Yes,Yes,Fiber Optic,52,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,No,Credit Card,109.55,7887.25,0,120,2404.08,10411.33,4,Stayed,No,0,27,5723,,,Yes
0187-WZNAB,Female,56,No,No,Yes,Yes,2,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,"1,965",Q3,Yes,6,27,Offer C,Yes,46.66,No,Yes,Fiber Optic,28,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,74.4,1972.35,0,0,1259.82,3232.17,3,Stayed,No,0,57,4331,,,Yes
1475-VWVDO,Male,55,No,No,No,No,0,United States,California,Dos Palos,93620,"37.045728, -120.630682",37.045728,-120.630682,"9,388",Q3,No,0,7,Offer E,Yes,34.59,No,Yes,Fiber Optic,12,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.9,490.55,0,0,242.13,732.68,3,Stayed,No,0,52,5335,,,No
1357-MVDOZ,Male,25,Yes,No,Yes,Yes,1,United States,California,Firebaugh,93622,"36.785618, -120.625382",36.785618,-120.625382,"9,491",Q3,Yes,7,11,Offer D,Yes,21.14,No,Yes,DSL,47,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.65,683.25,0,0,232.54,915.79,3,Stayed,No,0,71,2136,,,Yes
7602-MVRMB,Female,62,No,No,Yes,Yes,1,United States,California,Fish Camp,93623,"37.483535, -119.679414",37.483535,-119.679414,77,Q3,Yes,9,72,,Yes,46.63,Yes,Yes,Fiber Optic,14,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.45,8058.85,0,0,3357.36,11416.21,4,Stayed,No,0,41,4754,,,Yes
5406-KGRMX,Female,30,No,No,No,No,0,United States,California,Helm,93627,"36.520537, -120.118055",36.520537,-120.118055,152,Q3,No,0,71,,Yes,2.66,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.55,1719.15,0,0,188.86,1908.01,5,Stayed,No,0,74,4555,,,No
5968-HYJRZ,Male,28,Yes,No,Yes,Yes,2,United States,California,Kerman,93630,"36.727418, -120.123526",36.727418,-120.123526,"14,062",Q3,Yes,3,47,Offer B,Yes,15.68,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.55,1160.45,0,0,736.96,1897.41,4,Stayed,No,0,78,3629,,,Yes
7140-ADSMJ,Male,23,Yes,No,No,No,0,United States,California,Los Banos,93635,"36.995162, -120.955099",36.995162,-120.955099,"29,124",Q3,No,0,8,Offer E,Yes,35.21,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.45,162.3,0,0,281.68,443.98,3,Stayed,No,0,24,5624,,,No
2230-XTUWL,Female,20,Yes,No,Yes,Yes,2,United States,California,Madera,93637,"36.902954, -120.194274",36.902954,-120.194274,"28,434",Q3,Yes,3,48,Offer B,Yes,13.26,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,883.35,0,0,636.48,1519.83,5,Stayed,No,0,68,5461,,,Yes
7706-YLMQA,Female,30,No,No,No,No,0,United States,California,Madera,93638,"37.004068, -119.930027",37.004068,-119.930027,"49,247",Q3,No,0,70,,Yes,10,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.7,1341.5,0,0,700,2041.5,4,Stayed,No,0,72,6072,,,No
2585-KTFRE,Male,61,No,No,No,Yes,1,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,1,,Yes,20.1,No,Yes,Cable,21,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,70.45,70.45,0,0,20.1,90.55,3,Joined,No,0,53,2706,,,No
7994-UYIVZ,Male,62,No,No,Yes,No,0,United States,California,Miramonte,93641,"36.696759, -119.024051",36.696759,-119.024051,571,Q3,Yes,1,8,Offer E,Yes,39.59,Yes,Yes,Fiber Optic,16,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,85.65,659.45,0,70,316.72,1046.17,4,Stayed,No,0,72,2512,,,Yes
7717-BICXI,Male,37,No,No,Yes,Yes,3,United States,California,O Neals,93645,"37.140104, -119.657092",37.140104,-119.657092,173,Q3,Yes,4,60,Offer B,Yes,15.65,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.55,1205.05,0,0,939,2144.05,3,Stayed,No,0,47,4020,,,Yes
6559-RAKOZ,Male,61,No,No,Yes,Yes,1,United States,California,Orange Cove,93646,"36.633498, -119.298895",36.633498,-119.298895,"8,449",Q3,Yes,7,49,Offer B,Yes,16.02,Yes,Yes,Fiber Optic,18,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,97.95,4917.9,0,0,784.98,5702.88,3,Stayed,No,0,53,4301,,,Yes
4716-MRVEN,Female,30,No,No,No,No,0,United States,California,Parlier,93648,"36.622237, -119.521126",36.622237,-119.521126,"12,587",Q3,No,0,29,Offer C,Yes,32.43,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20,599.3,0,0,940.47,1539.77,5,Stayed,No,0,65,4128,,,No
2143-LJULT,Female,55,No,No,Yes,No,0,United States,California,Fresno,93650,"36.841655, -119.797113",36.841655,-119.797113,"3,258",Q3,Yes,1,67,,Yes,35.34,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.25,1733.15,0,0,2367.78,4100.93,5,Stayed,No,0,32,5887,,,Yes
3200-MNQTF,Male,38,No,No,Yes,No,0,United States,California,Raisin City,93652,"36.594542, -119.905245",36.594542,-119.905245,265,Q3,Yes,8,67,,Yes,28.06,Yes,Yes,DSL,15,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,70.9,4677.1,0,0,1880.02,6557.12,3,Stayed,No,0,80,4361,,,Yes
6164-HXUGH,Female,40,No,No,Yes,Yes,1,United States,California,Raymond,93653,"37.252057, -119.95783",37.252057,-119.95783,972,Q3,Yes,1,6,Offer E,Yes,6.48,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,119.3,0,0,38.88,158.18,3,Stayed,No,0,31,5060,,,Yes
5630-IXDXV,Female,51,No,No,No,No,0,United States,California,Reedley,93654,"36.636638, -119.421842",36.636638,-119.421842,"25,923",Q3,No,0,47,Offer B,Yes,14.54,Yes,Yes,Fiber Optic,10,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.35,4849.1,0,0,683.38,5532.48,4,Stayed,No,0,74,3723,,,No
0320-DWVTU,Female,46,No,No,No,No,0,United States,California,Riverdale,93656,"36.452211, -119.94575",36.452211,-119.94575,"5,729",Q3,No,0,53,Offer B,Yes,43.57,No,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,99.5,5424.25,0,0,2309.21,7733.46,3,Stayed,No,0,23,4754,,,No
9135-MGVPY,Male,41,No,No,Yes,No,0,United States,California,Sanger,93657,"36.819628, -119.440414",36.819628,-119.440414,"28,991",Q3,Yes,10,69,,Yes,48.37,No,Yes,DSL,7,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,84.7,5878.9,0,0,3337.53,9216.43,3,Stayed,No,0,70,5345,,,Yes
1212-GLHMD,Male,54,No,No,No,No,0,United States,California,San Joaquin,93660,"36.600193, -120.153393",36.600193,-120.153393,"4,318",Q3,No,0,3,Offer E,Yes,18.26,No,Yes,Fiber Optic,29,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,86.05,244.85,0,0,54.78,299.63,4,Joined,No,0,37,2500,,,No
7878-JGDKK,Male,38,No,No,No,No,0,United States,California,Selma,93662,"36.545322, -119.642281",36.545322,-119.642281,"26,213",Q3,No,0,4,Offer E,Yes,30.07,No,Yes,Cable,29,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.55,220.75,0,0,120.28,341.03,3,Stayed,No,0,45,2124,,,No
1088-AUUZZ,Male,33,No,No,Yes,Yes,1,United States,California,Shaver Lake,93664,"37.223, -119.001021",37.223,-119.001021,642,Q3,Yes,6,56,Offer B,Yes,37.58,Yes,Yes,DSL,26,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,75.85,4261.2,0,0,2104.48,6365.68,3,Stayed,No,0,52,5314,,,Yes
9588-OZDMQ,Female,38,No,No,Yes,No,0,United States,California,Tollhouse,93667,"36.993666, -119.348267",36.993666,-119.348267,"2,633",Q3,Yes,8,2,Offer E,Yes,15.5,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45,89.75,0,0,31,120.75,4,Joined,No,0,60,5225,,,Yes
6476-EPYZR,Male,57,No,No,Yes,Yes,1,United States,California,Wishon,93669,"37.287758, -119.548156",37.287758,-119.548156,327,Q3,Yes,6,12,,Yes,46.06,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.5,255.5,0,0,552.72,808.22,3,Stayed,No,0,65,2891,,,Yes
1174-FGIFN,Female,44,No,No,Yes,Yes,1,United States,California,Squaw Valley,93675,"36.719141, -119.202677",36.719141,-119.202677,"3,146",Q3,Yes,7,28,Offer C,Yes,26.28,Yes,Yes,Fiber Optic,19,No,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.45,2509.25,0,0,735.84,3245.09,3,Stayed,No,0,74,5823,,,Yes
6620-HVDUJ,Male,50,No,No,No,No,0,United States,California,Fresno,93701,"36.749403, -119.787574",36.749403,-119.787574,"13,858",Q3,No,0,24,Offer C,Yes,23.71,No,Yes,DSL,4,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,60.45,1440.75,0,0,569.04,2009.79,5,Stayed,No,0,56,5095,,,No
1032-MAELW,Female,57,No,No,Yes,Yes,3,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,"31,180",Q3,Yes,8,68,,Yes,7.47,Yes,Yes,DSL,29,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,78.45,5333.35,0,0,507.96,5841.31,5,Stayed,No,0,67,5071,,,Yes
7641-TQFHN,Male,21,Yes,No,No,Yes,1,United States,California,Fresno,93704,"36.799648, -119.801247",36.799648,-119.801247,"26,580",Q3,No,0,39,Offer C,Yes,14.72,Yes,Yes,Fiber Optic,85,No,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,100.55,3895.35,0,0,574.08,4469.43,3,Stayed,No,0,71,3124,,,No
1552-TKMXS,Female,37,No,No,Yes,No,0,United States,California,Fresno,93705,"36.78724, -119.827813",36.78724,-119.827813,"35,451",Q3,No,0,42,Offer B,Yes,5.95,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,869.9,0,0,249.9,1119.8,3,Stayed,No,0,69,2127,,,Yes
8622-ZLFKO,Female,56,No,No,Yes,No,0,United States,California,Fresno,93710,"36.822715, -119.761826",36.822715,-119.761826,"29,337",Q3,Yes,1,6,,Yes,23.35,Yes,Yes,Fiber Optic,8,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.75,512.25,0,0,140.1,652.35,4,Stayed,No,0,54,4297,,,Yes
6188-UXBBR,Female,47,No,No,Yes,No,0,United States,California,Fresno,93720,"36.878709, -119.7645",36.878709,-119.7645,"45,087",Q3,Yes,1,38,Offer C,Yes,10.54,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.25,814.75,0,0,400.52,1215.27,4,Stayed,No,0,25,4411,,,Yes
2333-KWEWW,Male,64,No,No,No,No,0,United States,California,Fresno,93721,"36.732694, -119.783786",36.732694,-119.783786,"6,848",Q3,No,0,18,,Yes,26.26,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,388.6,0,0,472.68,861.28,3,Stayed,No,0,20,2782,,,No
5702-SKUOB,Female,34,No,No,Yes,No,0,United States,California,Fresno,93722,"36.78979, -119.929894",36.78979,-119.929894,"60,889",Q3,Yes,1,4,,Yes,29.14,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.6,93.45,0,0,116.56,210.01,4,Stayed,No,0,66,4580,,,Yes
1134-YWTYF,Male,32,No,No,Yes,No,0,United States,California,Fresno,93725,"36.623632, -119.741322",36.623632,-119.741322,"21,010",Q3,Yes,1,27,Offer C,Yes,41.48,No,Yes,DSL,15,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,53.8,1389.85,0,0,1119.96,2509.81,4,Stayed,No,0,66,2563,,,Yes
6061-GWWAV,Male,44,No,No,No,Yes,1,United States,California,Fresno,93726,"36.793601, -119.761131",36.793601,-119.761131,"39,148",Q3,No,0,41,,Yes,13.76,No,Yes,Cable,11,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,70.2,2894.55,0,0,564.16,3458.71,4,Stayed,No,0,56,5365,,,No
0679-TDGAK,Male,29,Yes,No,Yes,Yes,1,United States,California,Fresno,93727,"36.751489, -119.68072",36.751489,-119.68072,"54,701",Q3,Yes,1,50,,Yes,31.83,No,Yes,Cable,47,Yes,No,No,Yes,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,75.5,4025.6,0,100,1591.5,5717.1,3,Stayed,No,0,21,5141,,,Yes
6585-WCEWR,Male,24,Yes,No,Yes,Yes,1,United States,California,Fresno,93728,"36.757345, -119.818274",36.757345,-119.818274,"16,346",Q3,Yes,1,72,,Yes,22.78,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.35,1354.4,0,0,1640.16,2994.56,3,Stayed,No,0,41,4949,,,Yes
9067-YGSCA,Female,35,No,No,No,No,0,United States,California,Salinas,93901,"36.64152, -121.622188",36.64152,-121.622188,"35,739",Q3,No,0,70,,Yes,31.33,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,26.05,1856.4,0,0,2193.1,4049.5,5,Stayed,No,0,21,4467,,,No
9067-SQTNS,Male,37,No,No,Yes,Yes,2,United States,California,Salinas,93905,"36.667794, -121.601306",36.667794,-121.601306,"58,548",Q3,Yes,1,44,,Yes,34.94,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.6,926,0,0,1537.36,2463.36,5,Stayed,No,0,44,2471,,,Yes
1776-SPBWV,Female,43,No,No,Yes,Yes,1,United States,California,Salinas,93907,"36.77462, -121.664714",36.77462,-121.664714,"22,292",Q3,Yes,1,34,Offer C,Yes,41.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.1,682.1,0,0,1418.48,2100.58,5,Stayed,No,0,21,2272,,,Yes
9668-PUGNU,Male,20,Yes,No,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,9,71,,Yes,32.18,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.5,1816.2,0,0,2284.78,4100.98,4,Stayed,No,0,38,4058,,,Yes
9405-GPBBG,Female,42,No,No,No,No,0,United States,California,Carmel By The Sea,93921,"36.554618, -121.922239",36.554618,-121.922239,"2,966",Q3,No,0,64,,Yes,5.68,Yes,Yes,Fiber Optic,24,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,110.5,7069.25,0,60,363.52,7492.77,5,Stayed,No,0,64,5718,,,No
1926-QUZNN,Female,45,No,No,Yes,No,0,United States,California,Carmel,93923,"36.460611, -121.852507",36.460611,-121.852507,"13,121",Q3,Yes,9,72,,Yes,49.51,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.25,1841.2,0,0,3564.72,5405.92,3,Stayed,No,0,36,4551,,,Yes
5829-NVSQN,Female,38,No,No,Yes,No,0,United States,California,Gonzales,93926,"36.52588, -121.396719",36.52588,-121.396719,"9,023",Q3,Yes,3,23,,Yes,31.39,No,Yes,DSL,29,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,68.75,1689.45,0,0,721.97,2411.42,3,Stayed,No,0,34,3519,,,Yes
9565-AXSMR,Male,19,Yes,No,Yes,Yes,3,United States,California,Greenfield,93927,"36.248708, -121.386617",36.248708,-121.386617,"14,204",Q3,Yes,10,52,,Yes,40.76,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.2,1054.75,0,0,2119.52,3174.27,5,Stayed,No,0,78,4203,,,Yes
8869-LIHMK,Female,51,No,No,No,No,0,United States,California,King City,93930,"36.220761, -120.980777",36.220761,-120.980777,"14,477",Q3,No,0,64,,Yes,44.31,Yes,Yes,Fiber Optic,4,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,115.1,7334.05,0,0,2835.84,10169.89,3,Stayed,No,0,78,5213,,,No
0447-RXSGD,Male,39,No,No,No,No,0,United States,California,Monterey,93940,"36.362741, -121.869685",36.362741,-121.869685,"32,857",Q3,No,0,24,Offer C,Yes,25.68,Yes,Yes,Fiber Optic,6,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.65,2404.85,0,0,616.32,3021.17,3,Stayed,No,0,47,5207,,,No
4927-WWOOZ,Male,39,No,No,Yes,No,0,United States,California,Pacific Grove,93950,"36.618337, -121.926417",36.618337,-121.926417,"15,449",Q3,No,0,2,,Yes,49.41,Yes,Yes,Fiber Optic,20,No,No,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,91.45,171.45,0,10,98.82,280.27,5,Joined,No,0,32,4889,,,Yes
5788-YPOEG,Female,41,No,No,Yes,Yes,2,United States,California,Pebble Beach,93953,"36.587497, -121.944815",36.587497,-121.944815,"4,602",Q3,Yes,9,34,Offer C,Yes,9.09,No,Yes,DSL,16,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.75,2839.45,0,0,309.06,3148.51,3,Stayed,No,0,51,2020,,,Yes
0661-KBKPA,Male,43,No,No,Yes,Yes,3,United States,California,Seaside,93955,"36.625114, -121.823565",36.625114,-121.823565,"38,244",Q3,Yes,7,53,,Yes,31.86,Yes,Yes,DSL,56,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,78.75,3942.45,0,0,1688.58,5631.03,4,Stayed,No,0,73,5052,,,Yes
9081-WWXKP,Female,64,No,No,Yes,Yes,1,United States,California,Soledad,93960,"36.414216, -121.360597",36.414216,-121.360597,"13,003",Q3,Yes,8,47,,Yes,37.35,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.25,873.4,0,0,1755.45,2628.85,5,Stayed,No,0,38,2070,,,Yes
0784-ZQJZX,Male,22,Yes,No,No,Yes,1,United States,California,Spreckels,93962,"36.624641, -121.647195",36.624641,-121.647195,407,Q3,No,0,72,,Yes,31.93,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.9,1529.65,0,0,2298.96,3828.61,4,Stayed,No,0,72,5730,,,No
3133-PZNSR,Male,25,Yes,No,Yes,Yes,3,United States,California,Belmont,94002,"37.509366, -122.306132",37.509366,-122.306132,"25,566",Q3,Yes,1,72,,Yes,20.79,Yes,Yes,Fiber Optic,59,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,97.75,6991.6,0,0,1496.88,8488.48,3,Stayed,No,0,46,4054,,,Yes
0722-SVSFK,Female,45,No,No,No,No,0,United States,California,Half Moon Bay,94019,"37.45567, -122.407992",37.45567,-122.407992,"17,929",Q3,No,0,7,,Yes,39.02,No,Yes,Fiber Optic,25,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.4,715,0,0,273.14,988.14,3,Stayed,No,0,56,5041,,,No
3612-YVGSJ,Female,59,No,No,Yes,No,0,United States,California,La Honda,94020,"37.285677, -122.224165",37.285677,-122.224165,"1,622",Q3,Yes,10,71,,Yes,33,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.45,1681.6,0,0,2343,4024.6,5,Stayed,No,0,77,4742,,,Yes
5397-NSKQG,Male,39,No,No,Yes,Yes,2,United States,California,Los Altos,94022,"37.349546, -122.134356",37.349546,-122.134356,"18,486",Q3,Yes,2,67,Offer A,No,0,No,Yes,DSL,17,Yes,No,No,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,50.9,3281.65,0,0,0,3281.65,4,Stayed,No,0,62,5281,,,Yes
8565-HBFNN,Male,51,No,No,Yes,No,0,United States,California,Los Altos,94024,"37.352911, -122.093002",37.352911,-122.093002,"21,496",Q3,Yes,8,69,Offer A,Yes,33.37,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,107.2,7317.1,0,0,2302.53,9619.63,4,Stayed,No,0,51,5935,,,Yes
8670-ERCJH,Male,33,No,No,No,No,0,United States,California,Portola Valley,94028,"37.369709, -122.215844",37.369709,-122.215844,"6,601",Q3,No,0,72,Offer A,Yes,2.56,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,113.4,8164.1,0,0,184.32,8348.42,3,Stayed,No,0,56,6347,,,No
7758-UJWYS,Male,31,No,No,Yes,Yes,1,United States,California,Millbrae,94030,"37.601248, -122.403099",37.601248,-122.403099,"20,350",Q3,Yes,10,34,,No,0,No,Yes,DSL,29,No,No,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,40.55,1325.85,0,0,0,1325.85,5,Stayed,No,0,31,3897,,,Yes
2050-ONYDQ,Female,48,No,No,Yes,Yes,1,United States,California,Montara,94037,"37.540582, -122.509594",37.540582,-122.509594,"2,346",Q3,Yes,7,65,,Yes,2.95,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26,1654.85,0,0,191.75,1846.6,3,Stayed,No,0,72,5352,,,Yes
7055-JCGNI,Female,60,No,No,No,No,0,United States,California,Moss Beach,94038,"37.515556, -122.502311",37.515556,-122.502311,"3,064",Q3,No,0,70,Offer A,Yes,44.57,Yes,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,111.95,7795.95,0,0,3119.9,10915.85,4,Stayed,No,0,25,4182,,,No
0739-UUAJR,Female,61,No,No,Yes,Yes,1,United States,California,Mountain View,94040,"37.380662, -122.086022",37.380662,-122.086022,"32,143",Q3,Yes,10,72,Offer A,No,0,No,Yes,Cable,14,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,53.8,3952.45,0,0,0,3952.45,3,Stayed,No,0,28,4954,,,Yes
4826-DXMUP,Male,23,Yes,No,No,Yes,2,United States,California,Mountain View,94041,"37.388349, -122.075299",37.388349,-122.075299,"13,483",Q3,No,0,35,,Yes,10.11,No,Yes,DSL,73,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,72.1,2495.15,0,0,353.85,2849,4,Stayed,No,0,45,5510,,,No
7285-KLOTR,Female,46,No,No,Yes,No,0,United States,California,Pacifica,94044,"37.573633, -122.455167",37.573633,-122.455167,"38,885",Q3,Yes,3,12,,Yes,25.09,Yes,Yes,Cable,17,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,78.85,876.75,0,0,301.08,1177.83,3,Stayed,No,0,55,2495,,,Yes
0654-PQKDW,Female,58,No,No,Yes,Yes,2,United States,California,Pescadero,94060,"37.22565, -122.297533",37.22565,-122.297533,"2,055",Q3,Yes,5,62,,Yes,42.05,No,Yes,DSL,20,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,70.75,4263.45,0,0,2607.1,6870.55,3,Stayed,No,0,24,4133,,,Yes
7175-NTIXE,Female,26,Yes,No,No,No,0,United States,California,Redwood City,94061,"37.461251, -122.235414",37.461251,-122.235414,"35,737",Q3,No,0,25,,Yes,21.67,No,Yes,DSL,48,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,76.15,1992.95,0,0,541.75,2534.7,3,Stayed,No,0,32,3955,,,No
7963-SHNDT,Female,63,No,No,No,No,0,United States,California,Redwood City,94062,"37.410567, -122.297152",37.410567,-122.297152,"25,569",Q3,No,0,52,,No,0,No,Yes,DSL,7,Yes,Yes,No,Yes,No,No,No,No,Two Year,No,Credit Card,39.1,1982.1,0,130,0,2112.1,3,Stayed,No,0,52,4247,,,No
0188-GWFLE,Male,33,No,No,No,No,0,United States,California,Redwood City,94065,"37.527497, -122.230941",37.527497,-122.230941,"10,658",Q3,No,0,2,,Yes,1.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,33.7,0,0,3.62,37.32,3,Joined,No,0,59,4978,,,No
8129-GMVGI,Female,58,No,No,Yes,Yes,3,United States,California,San Bruno,94066,"37.624436, -122.430661",37.624436,-122.430661,"39,566",Q3,Yes,10,56,,Yes,35.38,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,1090.1,0,0,1981.28,3071.38,4,Stayed,No,0,59,5172,,,Yes
2882-DDZPG,Female,27,Yes,No,No,No,0,United States,California,San Carlos,94070,"37.497915, -122.267361",37.497915,-122.267361,"28,098",Q3,No,0,12,,Yes,35.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.45,227.45,0,0,429.72,657.17,4,Stayed,No,0,76,4862,,,No
3547-LQRIK,Female,20,Yes,No,Yes,No,0,United States,California,San Gregorio,94074,"37.331762, -122.341444",37.331762,-122.341444,291,Q3,Yes,7,47,,Yes,11.68,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,26.9,1250.85,0,0,548.96,1799.81,4,Stayed,No,0,47,2382,,,Yes
5843-TTHGI,Female,30,No,No,No,No,0,United States,California,Sunnyvale,94086,"37.378541, -122.020456",37.378541,-122.020456,"64,010",Q3,No,0,18,,Yes,17.33,No,Yes,DSL,69,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Credit Card,50,892.7,0,50,311.94,1254.64,5,Stayed,No,0,49,4952,,,No
1849-RJYIG,Female,43,No,No,No,No,0,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,"50,070",Q3,No,0,8,,Yes,46.78,No,Yes,DSL,24,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,60,487.75,0,0,374.24,861.99,3,Stayed,No,0,29,5862,,,No
8868-GAGIO,Male,49,No,No,Yes,No,0,United States,California,Sunnyvale,94089,"37.421633, -122.009613",37.421633,-122.009613,"16,985",Q3,Yes,8,45,,Yes,22.8,Yes,Yes,Fiber Optic,15,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,84.55,3713.95,0,0,1026,4739.95,3,Stayed,No,0,44,3289,,,Yes
4061-UKJWL,Male,35,No,No,No,No,0,United States,California,San Francisco,94102,"37.7795, -122.419233",37.7795,-122.419233,"28,998",Q3,No,0,3,,Yes,20.37,No,Yes,Cable,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.45,141.7,0,0,61.11,202.81,5,Joined,No,0,72,3666,,,No
5380-XPJNZ,Female,22,Yes,No,No,No,0,United States,California,San Francisco,94103,"37.773147, -122.411287",37.773147,-122.411287,"23,036",Q3,No,0,38,,Yes,40.64,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,678.2,0,0,1544.32,2222.52,3,Stayed,No,0,27,4539,,,No
8263-QMNTJ,Male,46,No,No,Yes,No,0,United States,California,San Francisco,94104,"37.791222, -122.402241",37.791222,-122.402241,384,Q3,Yes,2,72,Offer A,Yes,47.82,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,115.55,8425.3,0,0,3443.04,11868.34,3,Stayed,No,0,58,5890,,,Yes
3230-JCNZS,Female,43,No,No,Yes,Yes,2,United States,California,San Francisco,94107,"37.768881, -122.395521",37.768881,-122.395521,"17,372",Q3,Yes,4,71,Offer A,Yes,15.73,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,99,7061.65,0,0,1116.83,8178.48,3,Stayed,No,0,74,4305,,,Yes
0277-ORXQS,Male,33,No,No,Yes,Yes,4,United States,California,San Francisco,94108,"37.791998, -122.408653",37.791998,-122.408653,"13,723",Q3,Yes,9,66,Offer A,No,0,No,Yes,Cable,23,No,No,No,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,50.55,3364.55,0,110,0,3474.55,4,Stayed,No,0,30,4652,,,Yes
7996-BPXHY,Female,44,No,No,Yes,Yes,3,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,"3,337",Q3,Yes,5,13,,Yes,35.19,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25,332.5,0,0,457.47,789.97,4,Stayed,No,0,21,4734,,,Yes
3227-WLKLI,Female,52,No,No,Yes,Yes,3,United States,California,San Francisco,94112,"37.720498, -122.443119",37.720498,-122.443119,"73,117",Q3,Yes,1,65,,Yes,10.11,Yes,Yes,Cable,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,91.55,5963.95,0,0,657.15,6621.1,3,Stayed,No,0,26,4921,,,Yes
2266-FUBDZ,Male,19,Yes,No,Yes,Yes,3,United States,California,San Francisco,94115,"37.786031, -122.437301",37.786031,-122.437301,"33,122",Q3,Yes,2,15,,Yes,46.47,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.35,278.85,0,0,697.05,975.9,3,Stayed,No,0,54,2742,,,Yes
8237-ULIXL,Female,21,Yes,No,Yes,No,0,United States,California,San Francisco,94116,"37.74441, -122.486764",37.74441,-122.486764,"42,959",Q3,Yes,1,72,Offer A,Yes,13.27,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.85,1871.85,0,0,955.44,2827.29,3,Stayed,No,0,78,4067,,,Yes
8216-AZUUZ,Female,42,No,No,Yes,Yes,3,United States,California,San Francisco,94118,"37.781304, -122.461522",37.781304,-122.461522,"38,955",Q3,Yes,1,42,,Yes,12.6,No,Yes,Fiber Optic,26,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,100.4,4303.65,0,0,529.2,4832.85,5,Stayed,No,0,76,3265,,,Yes
9153-BTBVV,Female,61,No,No,Yes,No,0,United States,California,San Francisco,94121,"37.776718, -122.495781",37.776718,-122.495781,"42,476",Q3,Yes,1,71,Offer A,Yes,48.01,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25,1753,0,0,3408.71,5161.71,4,Stayed,No,0,79,4066,,,Yes
5186-PEIZU,Female,31,No,No,No,No,0,United States,California,San Francisco,94124,"37.731505, -122.384532",37.731505,-122.384532,"33,177",Q3,No,0,35,,Yes,37.81,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.25,617.65,0,0,1323.35,1941,5,Stayed,No,0,67,4988,,,No
1074-AMIOH,Female,38,No,No,Yes,Yes,2,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,"20,643",Q3,Yes,1,53,,Yes,43.39,No,Yes,Fiber Optic,29,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,108.25,5935.1,0,0,2299.67,8234.77,4,Stayed,No,0,73,5989,,,Yes
4361-FEBGN,Male,41,No,No,No,No,0,United States,California,San Francisco,94131,"37.746699, -122.442833",37.746699,-122.442833,"27,906",Q3,No,0,48,,Yes,33.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,982.95,0,0,1616.64,2599.59,5,Stayed,No,0,43,4399,,,No
0380-ZCSBI,Male,56,No,No,No,No,0,United States,California,San Francisco,94133,"37.802071, -122.411004",37.802071,-122.411004,"26,831",Q3,No,0,10,,Yes,4.42,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20,198.7,0,0,44.2,242.9,5,Stayed,No,0,66,2411,,,No
7145-FEJWU,Female,62,No,No,No,Yes,2,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,"40,137",Q3,No,0,12,,Yes,16.96,Yes,Yes,Fiber Optic,18,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.3,1275.65,0,0,203.52,1479.17,3,Stayed,No,0,72,5913,,,No
3969-JQABI,Female,47,No,No,Yes,No,0,United States,California,Palo Alto,94303,"37.45809, -122.115398",37.45809,-122.115398,"45,499",Q3,No,0,58,,Yes,40.16,No,Yes,DSL,20,Yes,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,65.25,3791.6,0,110,2329.28,6230.88,3,Stayed,No,0,64,5912,,,Yes
9624-EGDEQ,Female,49,No,No,No,No,0,United States,California,Palo Alto,94304,"37.386978, -122.177746",37.386978,-122.177746,"1,723",Q3,No,0,37,,Yes,41.99,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.8,813.3,0,0,1553.63,2366.93,5,Stayed,No,0,61,5336,,,No
1051-EQPZR,Female,21,Yes,No,Yes,Yes,2,United States,California,Stanford,94305,"37.424342, -122.165641",37.424342,-122.165641,"13,386",Q3,Yes,1,44,,Yes,4.17,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.6,780.25,0,0,183.48,963.73,5,Stayed,No,0,36,5584,,,Yes
5849-ASHZJ,Male,26,Yes,No,No,Yes,3,United States,California,Palo Alto,94306,"37.416159, -122.131337",37.416159,-122.131337,"24,492",Q3,No,0,27,,Yes,17.3,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,552.9,0,0,467.1,1020,3,Stayed,No,0,65,2400,,,No
5780-INQIK,Female,52,No,No,No,No,0,United States,California,San Mateo,94401,"37.590421, -122.306467",37.590421,-122.306467,"32,488",Q3,No,0,8,,Yes,20.9,No,Yes,DSL,6,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.4,408.25,0,0,167.2,575.45,4,Stayed,No,0,48,2907,,,No
8384-FZBJK,Female,37,No,No,Yes,Yes,3,United States,California,San Mateo,94404,"37.556094, -122.272437",37.556094,-122.272437,"31,882",Q3,Yes,1,57,,Yes,32.37,Yes,Yes,Fiber Optic,28,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.6,5611.7,0,0,1845.09,7456.79,3,Stayed,No,0,48,6351,,,Yes
3750-RNQKR,Female,38,No,No,No,No,0,United States,California,Alameda,94501,"37.774633, -122.274434",37.774633,-122.274434,"58,555",Q3,No,0,12,,Yes,18.12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.45,246.25,0,0,217.44,463.69,4,Stayed,No,0,33,4788,,,No
0962-CQPWQ,Female,57,No,No,Yes,Yes,2,United States,California,Alameda,94502,"37.724817, -122.224363",37.724817,-122.224363,"13,996",Q3,Yes,1,62,,Yes,2.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.3,1296.15,0,0,149.42,1445.57,5,Stayed,No,0,56,4574,,,Yes
3096-YXENJ,Female,25,Yes,No,Yes,No,0,United States,California,Danville,94506,"37.791481, -121.903253",37.791481,-121.903253,"19,777",Q3,Yes,1,65,,Yes,27.69,Yes,Yes,Fiber Optic,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,107.65,7082.85,0,0,1799.85,8882.7,5,Stayed,No,0,25,4193,,,Yes
1265-BCFEO,Female,30,No,No,Yes,No,0,United States,California,Alamo,94507,"37.855717, -121.994813",37.855717,-121.994813,"15,187",Q3,Yes,1,71,Offer A,Yes,26.58,Yes,Yes,Cable,27,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.45,5662.25,0,0,1887.18,7549.43,5,Stayed,No,0,75,4518,,,Yes
5837-LXSDN,Female,63,No,No,Yes,Yes,3,United States,California,Angwin,94508,"38.542448, -122.419923",38.542448,-122.419923,"3,641",Q3,Yes,1,21,,Yes,35.72,No,Yes,Cable,30,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,58.85,1215.45,0,0,750.12,1965.57,4,Stayed,No,0,25,2845,,,Yes
5945-AZYHT,Male,53,No,No,Yes,No,0,United States,California,Antioch,94509,"37.980057, -121.801599",37.980057,-121.801599,"90,891",Q3,Yes,9,71,Offer A,Yes,49.32,Yes,Yes,Fiber Optic,9,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.6,7854.15,0,0,3501.72,11355.87,3,Stayed,No,0,22,4564,,,Yes
8325-QRPZR,Female,56,No,No,No,No,0,United States,California,Benicia,94510,"38.113533, -122.11926",38.113533,-122.11926,"25,578",Q3,No,0,7,,Yes,30.06,No,Yes,Fiber Optic,10,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,75.15,525,0,10,210.42,745.42,3,Stayed,No,0,50,4216,,,No
6384-VMJHP,Female,23,Yes,No,No,No,0,United States,California,Bethel Island,94511,"38.050558, -121.646924",38.050558,-121.646924,"2,379",Q3,No,0,72,Offer A,Yes,23.02,No,Yes,Cable,69,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,73,5265.2,0,0,1657.44,6922.64,4,Stayed,No,0,80,5127,,,No
2262-SLNVK,Female,53,No,No,No,No,0,United States,California,Birds Landing,94512,"38.140719, -121.838298",38.140719,-121.838298,138,Q3,No,0,1,,Yes,1.15,No,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.1,70.1,0,0,1.15,71.25,4,Joined,No,0,74,2475,,,No
7730-CLDSV,Female,61,No,No,Yes,Yes,2,United States,California,Brentwood,94513,"37.908242, -121.682472",37.908242,-121.682472,"26,577",Q3,Yes,6,72,Offer A,Yes,35.21,Yes,Yes,Fiber Optic,10,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,98.65,7129.45,0,0,2535.12,9664.57,4,Stayed,No,0,78,4616,,,Yes
1135-HIORI,Female,48,No,No,Yes,Yes,3,United States,California,Byron,94514,"37.83323, -121.601461",37.83323,-121.601461,"10,153",Q3,Yes,3,64,Offer B,Yes,39.37,Yes,Yes,Fiber Optic,53,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,111.45,7266.95,0,0,2519.68,9786.63,5,Stayed,No,0,74,5129,,,Yes
0164-APGRB,Female,56,No,No,No,No,0,United States,California,Calistoga,94515,"38.629618, -122.593216",38.629618,-122.593216,"7,384",Q3,No,0,72,Offer A,Yes,48.37,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114.9,8496.7,0,0,3482.64,11979.34,4,Stayed,No,0,69,4589,,,No
6481-ESCNL,Female,33,No,No,No,No,0,United States,California,Clayton,94517,"37.881842, -121.848111",37.881842,-121.848111,"14,239",Q3,No,0,29,,Yes,10.67,Yes,Yes,Fiber Optic,12,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,100.55,2878.75,0,0,309.43,3188.18,4,Stayed,No,0,53,4847,,,No
1790-NESIO,Female,23,Yes,No,No,No,0,United States,California,Concord,94518,"37.950248, -122.022455",37.950248,-122.022455,"27,394",Q3,No,0,13,,Yes,6.56,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.4,261.3,0,0,85.28,346.58,5,Stayed,No,0,76,4883,,,No
1550-EENBN,Female,23,Yes,No,No,No,0,United States,California,Concord,94519,"37.990118, -122.012188",37.990118,-122.012188,"18,650",Q3,No,0,31,,Yes,45.71,Yes,Yes,Fiber Optic,58,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,104.35,3205.6,0,0,1417.01,4622.61,4,Stayed,No,0,78,5320,,,No
8198-RKSZG,Female,43,No,No,Yes,Yes,3,United States,California,El Cerrito,94530,"37.924838, -122.289145",37.924838,-122.289145,"23,141",Q3,Yes,8,14,Offer D,Yes,9.77,Yes,Yes,DSL,21,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,80.45,1137.05,0,0,136.78,1273.83,3,Stayed,No,0,26,5772,,,Yes
9297-EONCV,Female,47,No,No,No,No,0,United States,California,Fremont,94536,"37.572273, -121.964583",37.572273,-121.964583,"66,543",Q3,No,0,72,Offer A,Yes,44.21,Yes,Yes,DSL,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,91.35,6697.2,0,0,3183.12,9880.32,3,Stayed,No,0,52,5378,,,No
1069-QJOEE,Male,47,No,No,Yes,Yes,1,United States,California,Hayward,94541,"37.674002, -122.076796",37.674002,-122.076796,"60,274",Q3,No,0,25,,Yes,18.87,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.9,505.45,0,0,471.75,977.2,5,Stayed,No,0,76,4134,,,Yes
7799-DSEWS,Male,22,Yes,No,No,No,0,United States,California,Hayward,94544,"37.639215, -122.037554",37.639215,-122.037554,"72,993",Q3,No,0,18,Offer D,Yes,48.68,No,Yes,DSL,48,Yes,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,68.35,1299.8,0,0,876.24,2176.04,3,Stayed,No,0,47,5993,,,No
8766-PAFNE,Male,21,Yes,No,Yes,No,0,United States,California,Hayward,94545,"37.62984, -122.120843",37.62984,-122.120843,"27,311",Q3,Yes,6,71,Offer A,Yes,28.02,No,Yes,DSL,27,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,79.1,5564.85,0,0,1989.42,7554.27,5,Stayed,No,0,29,5872,,,Yes
3130-ICDUP,Female,56,No,No,No,Yes,1,United States,California,Hercules,94547,"37.991259, -122.214945",37.991259,-122.214945,"22,479",Q3,No,0,2,,Yes,5.3,Yes,Yes,Fiber Optic,11,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,80.55,188.1,0,0,10.6,198.7,4,Joined,No,0,40,5346,,,No
0820-FNRNX,Male,48,No,No,Yes,Yes,3,United States,California,Lafayette,94549,"37.907777, -122.127161",37.907777,-122.127161,"23,996",Q3,Yes,1,17,Offer D,Yes,29.87,Yes,Yes,DSL,53,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,66.7,1077.05,0,0,507.79,1584.84,3,Stayed,No,0,46,2814,,,Yes
0880-FVFWF,Male,32,No,No,No,No,0,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,"75,929",Q3,No,0,56,Offer B,Yes,37.15,Yes,Yes,Fiber Optic,13,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.4,4922.4,0,0,2080.4,7002.8,5,Stayed,No,0,64,4449,,,No
4611-ANLQC,Female,31,No,No,Yes,No,0,United States,California,Castro Valley,94552,"37.722727, -122.02157",37.722727,-122.02157,"13,212",Q3,Yes,7,60,Offer B,No,0,No,Yes,Cable,4,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,50.05,2911.5,0,0,0,2911.5,3,Stayed,No,0,65,5493,,,Yes
4213-HKBJO,Female,60,No,No,No,No,0,United States,California,Martinez,94553,"38.014457, -122.115432",38.014457,-122.115432,"46,677",Q3,No,0,33,,Yes,36.5,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.7,826.1,0,0,1204.5,2030.6,4,Stayed,No,0,39,3378,,,No
2792-LSHWX,Female,49,No,No,No,No,0,United States,California,Fremont,94555,"37.555473, -122.080312",37.555473,-122.080312,"33,883",Q3,No,0,1,,Yes,43.06,No,Yes,Fiber Optic,9,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,83.4,83.4,0,0,43.06,126.46,3,Joined,No,0,26,5960,,,No
0014-BMAQU,Male,52,No,No,Yes,No,0,United States,California,Napa,94558,"38.489789, -122.27011",38.489789,-122.27011,"63,947",Q3,Yes,8,63,Offer B,Yes,12.96,Yes,Yes,Fiber Optic,7,Yes,No,No,Yes,No,No,No,No,Two Year,Yes,Credit Card,84.65,5377.8,0,20,816.48,6214.28,4,Stayed,No,0,49,4604,,,Yes
9018-PCIOK,Female,63,No,No,No,No,0,United States,California,Newark,94560,"37.504133, -122.032347",37.504133,-122.032347,"42,491",Q3,No,0,55,Offer B,Yes,27,No,Yes,Cable,20,No,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Mailed Check,64.75,3617.1,0,0,1485,5102.1,3,Stayed,No,0,36,4634,,,No
4837-QUSFT,Female,35,No,No,Yes,No,0,United States,California,Oakley,94561,"37.999406, -121.686241",37.999406,-121.686241,"27,607",Q3,Yes,8,65,Offer B,Yes,36.62,Yes,Yes,Fiber Optic,6,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,100.15,6643.5,0,0,2380.3,9023.8,4,Stayed,No,0,72,4915,,,Yes
9953-ZMKSM,Male,28,Yes,No,No,No,0,United States,California,Pinole,94564,"37.996462, -122.293716",37.996462,-122.293716,"16,717",Q3,No,0,63,Offer B,Yes,4.01,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25.25,1559.3,0,0,252.63,1811.93,4,Stayed,No,0,79,4530,,,No
7665-NKLAV,Female,19,Yes,No,Yes,Yes,3,United States,California,Pleasanton,94566,"37.633361, -121.862395",37.633361,-121.862395,"36,669",Q3,Yes,5,36,,No,0,No,Yes,Cable,71,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,40.65,1547.35,0,0,0,1547.35,4,Stayed,No,0,44,2564,,,Yes
4391-LNRXK,Male,37,No,No,No,No,0,United States,California,Port Costa,94569,"38.035707, -122.196821",38.035707,-122.196821,173,Q3,No,0,22,Offer D,Yes,48.07,No,Yes,Fiber Optic,18,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.95,2142.8,0,0,1057.54,3200.34,5,Stayed,No,0,28,4242,,,No
8562-GHPPI,Female,50,No,No,No,No,0,United States,California,San Leandro,94577,"37.717196, -122.159338",37.717196,-122.159338,"41,871",Q3,No,0,1,,Yes,11.96,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.8,19.8,0,0,11.96,31.76,5,Joined,No,0,22,3129,,,No
5893-PYOLZ,Male,55,No,No,No,No,0,United States,California,San Leandro,94578,"37.704384, -122.126703",37.704384,-122.126703,"36,568",Q3,No,0,56,Offer B,Yes,49.36,No,Yes,DSL,21,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,81.8,4534.45,0,0,2764.16,7298.61,5,Stayed,No,0,75,4399,,,No
4986-MXSFP,Female,40,No,No,No,No,0,United States,California,San Leandro,94579,"37.687264, -122.15728",37.687264,-122.15728,"19,815",Q3,No,0,2,Offer E,Yes,43.27,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20,40.9,0,0,86.54,127.44,4,Joined,No,0,39,2237,,,No
6131-FOYAS,Male,48,No,No,No,No,0,United States,California,San Lorenzo,94580,"37.676249, -122.132415",37.676249,-122.132415,"26,240",Q3,No,0,35,,Yes,20.61,Yes,Yes,DSL,16,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.6,2094.9,0,0,721.35,2816.25,3,Stayed,No,0,27,2187,,,No
3027-YNWZU,Female,44,No,No,Yes,No,0,United States,California,San Ramon,94583,"37.766556, -121.976784",37.766556,-121.976784,"44,078",Q3,Yes,5,64,Offer B,Yes,6.81,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25,1584.8,0,0,435.84,2020.64,5,Stayed,No,0,61,5538,,,Yes
5609-IMCGG,Female,44,No,No,No,No,0,United States,California,Suisun City,94585,"38.197907, -122.017258",38.197907,-122.017258,"39,279",Q3,No,0,15,Offer D,Yes,6.22,Yes,Yes,Fiber Optic,4,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,84.35,1302.65,0,0,93.3,1395.95,3,Stayed,No,0,35,3314,,,No
4727-MCYZG,Male,23,Yes,No,No,No,0,United States,California,Union City,94587,"37.59485, -122.051521",37.59485,-122.051521,"66,472",Q3,No,0,1,Offer E,Yes,33.32,No,Yes,DSL,48,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Mailed Check,55.55,55.55,0,30,33.32,118.87,5,Joined,No,0,35,2207,,,No
9481-WHGWY,Female,35,No,No,Yes,Yes,3,United States,California,Pleasanton,94588,"37.685052, -121.912061",37.685052,-121.912061,"28,568",Q3,Yes,9,70,Offer A,Yes,39.53,No,Yes,DSL,53,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,75.35,5437.75,0,0,2767.1,8204.85,3,Stayed,No,0,64,6477,,,Yes
4328-VUFWD,Female,62,No,No,No,No,0,United States,California,Vallejo,94591,"38.105733, -122.186338",38.105733,-122.186338,"51,665",Q3,No,0,39,,Yes,6.77,No,Yes,DSL,17,No,No,No,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,59.3,2209.15,0,0,264.03,2473.18,4,Stayed,No,0,42,5843,,,No
3301-LSLWQ,Female,32,No,No,No,No,0,United States,California,Vallejo,94592,"38.093701, -122.276589",38.093701,-122.276589,159,Q3,No,0,29,,Yes,17.87,Yes,Yes,Cable,26,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,66.1,1912.15,0,0,518.23,2430.38,3,Stayed,No,0,72,5590,,,No
7473-ZBDSN,Female,38,No,No,Yes,Yes,3,United States,California,Walnut Creek,94595,"37.862128, -122.075197",37.862128,-122.075197,"18,024",Q3,Yes,2,14,Offer D,Yes,44.55,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,18.8,255.55,0,0,623.7,879.25,5,Stayed,No,0,28,5751,,,Yes
3166-PNEOF,Female,57,No,No,No,No,0,United States,California,Walnut Creek,94596,"37.900662, -122.052782",37.900662,-122.052782,"40,917",Q3,No,0,61,Offer B,Yes,4.51,Yes,Yes,Cable,24,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,86.45,5175.3,0,0,275.11,5450.41,4,Stayed,No,0,74,4471,,,No
5639-NTUPK,Male,28,Yes,No,No,Yes,1,United States,California,Walnut Creek,94598,"37.916648, -122.008483",37.916648,-122.008483,"26,022",Q3,No,0,13,Offer D,Yes,19.17,No,Yes,Cable,59,Yes,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,52.1,670.65,0,0,249.21,919.86,3,Stayed,No,0,34,4929,,,No
8780-YRMTT,Female,64,No,No,No,No,0,United States,California,Yountville,94599,"38.421458, -122.365048",38.421458,-122.365048,"2,873",Q3,No,0,66,Offer A,No,0,No,Yes,DSL,29,Yes,Yes,Yes,Yes,No,No,No,No,Two Year,Yes,Mailed Check,47.4,3177.25,0,0,0,3177.25,3,Stayed,No,0,27,6435,,,No
5140-FOMCQ,Female,52,No,No,Yes,No,0,United States,California,Oakland,94602,"37.803883, -122.208417",37.803883,-122.208417,"28,900",Q3,Yes,7,59,Offer B,Yes,40.47,Yes,Yes,Fiber Optic,4,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,109.15,6557.75,0,0,2387.73,8945.48,4,Stayed,No,0,67,5186,,,Yes
6242-SGYTS,Male,19,Yes,No,Yes,Yes,3,United States,California,Oakland,94603,"37.739113, -122.175602",37.739113,-122.175602,"31,392",Q3,Yes,6,62,Offer B,Yes,15.76,Yes,Yes,Fiber Optic,59,Yes,Yes,No,No,Yes,No,Yes,Yes,One Year,Yes,Credit Card,94.95,5791.85,0,0,977.12,6768.97,4,Stayed,No,0,27,4262,,,Yes
8414-OOEEL,Male,48,No,No,No,Yes,2,United States,California,Oakland,94606,"37.792489, -122.244314",37.792489,-122.244314,"41,876",Q3,No,0,66,Offer A,Yes,12.48,No,Yes,DSL,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,79.5,5196.1,0,0,823.68,6019.78,4,Stayed,No,0,66,4285,,,No
8454-AATJP,Female,41,No,No,No,No,0,United States,California,Oakland,94607,"37.80707, -122.297401",37.80707,-122.297401,"21,054",Q3,No,0,72,Offer A,Yes,19.6,Yes,Yes,Fiber Optic,15,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,115.05,8405,0,0,1411.2,9816.2,3,Stayed,No,0,46,5905,,,No
4531-AUZNK,Female,21,Yes,No,Yes,Yes,1,United States,California,Oakland,94610,"37.808731, -122.238708",37.808731,-122.238708,"29,964",Q3,Yes,2,51,Offer B,Yes,18.42,Yes,Yes,Fiber Optic,47,Yes,No,No,Yes,Yes,No,Yes,Yes,One Year,Yes,Mailed Check,95.15,5000.05,0,0,939.42,5939.47,3,Stayed,No,0,21,6492,,,Yes
4191-XOVOM,Male,25,Yes,No,No,No,0,United States,California,Oakland,94611,"37.828416, -122.216005",37.828416,-122.216005,"36,517",Q3,No,0,63,Offer B,Yes,22.73,Yes,Yes,Fiber Optic,73,No,Yes,No,Yes,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,105.4,6713.2,0,130,1431.99,8275.19,4,Stayed,No,0,66,4551,,,No
2150-OEGBV,Male,31,No,No,No,No,0,United States,California,Oakland,94612,"37.809014, -122.269739",37.809014,-122.269739,"11,702",Q3,No,0,27,,Yes,33.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.1,562.6,0,0,901.8,1464.4,5,Stayed,No,0,28,3428,,,No
4878-BUNFV,Male,59,No,No,Yes,Yes,1,United States,California,Oakland,94621,"37.750553, -122.197175",37.750553,-122.197175,"30,751",Q3,Yes,10,42,Offer B,Yes,32.02,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20.7,828.85,0,0,1344.84,2173.69,5,Stayed,No,0,76,5320,,,Yes
1872-EBWSC,Female,28,Yes,No,No,No,0,United States,California,Berkeley,94702,"37.866009, -122.286228",37.866009,-122.286228,"15,638",Q3,No,0,29,,Yes,21.19,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.35,617.35,0,0,614.51,1231.86,4,Stayed,No,0,66,4840,,,No
7026-YMSBE,Male,62,No,No,No,No,0,United States,California,Berkeley,94704,"37.871416, -122.246597",37.871416,-122.246597,"21,205",Q3,No,0,30,,Yes,24.57,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.7,625.05,0,0,737.1,1362.15,4,Stayed,No,0,59,3302,,,No
6997-UVGOX,Male,35,No,No,Yes,Yes,3,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,"15,882",Q3,Yes,9,71,Offer A,Yes,22.83,No,Yes,DSL,53,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,85.45,6029.9,0,0,1620.93,7650.83,3,Stayed,No,0,44,5394,,,Yes
9674-EHPPG,Male,63,No,No,Yes,No,0,United States,California,Berkeley,94707,"37.897753, -122.279391",37.897753,-122.279391,"11,889",Q3,Yes,6,46,Offer B,No,0,No,Yes,DSL,26,Yes,No,Yes,Yes,No,No,No,No,Two Year,No,Credit Card,40.4,1842.7,0,80,0,1922.7,3,Stayed,No,0,44,2519,,,Yes
5440-VHLUL,Male,48,No,No,No,No,0,United States,California,Berkeley,94710,"37.872902, -122.303708",37.872902,-122.303708,"8,157",Q3,No,0,69,Offer A,Yes,44.57,Yes,Yes,Fiber Optic,28,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.2,7386.05,0,0,3075.33,10461.38,3,Stayed,No,0,47,6247,,,No
5781-BKHOP,Female,48,No,No,Yes,No,0,United States,California,Richmond,94801,"37.945288, -122.383941",37.945288,-122.383941,"28,450",Q3,Yes,10,72,Offer A,Yes,41.68,Yes,Yes,Fiber Optic,28,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,100.65,7334.05,0,0,3000.96,10335.01,3,Stayed,No,0,20,6380,,,Yes
5213-TWWJU,Male,26,Yes,No,No,No,0,United States,California,Richmond,94804,"37.921034, -122.341798",37.921034,-122.341798,"39,089",Q3,No,0,28,,Yes,45.24,No,Yes,Fiber Optic,59,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,91,2626.15,0,0,1266.72,3892.87,3,Stayed,No,0,66,2448,,,No
7629-WIXZF,Female,32,No,No,No,No,0,United States,California,San Rafael,94903,"38.018065, -122.546024",38.018065,-122.546024,"28,403",Q3,No,0,7,,Yes,6.83,No,Yes,DSL,17,Yes,No,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,59.1,369.25,0,0,47.81,417.06,3,Stayed,No,0,29,4770,,,No
5445-GLVOT,Female,64,No,No,No,No,0,United States,California,Greenbrae,94904,"37.946617, -122.563571",37.946617,-122.563571,"12,010",Q3,No,0,22,Offer D,Yes,31.53,No,Yes,Cable,11,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.8,1049.05,0,0,693.66,1742.71,3,Stayed,No,0,29,4667,,,No
3976-HXHCE,Male,57,No,No,No,No,0,United States,California,Belvedere Tiburon,94920,"37.885629, -122.46858",37.885629,-122.46858,"13,065",Q3,No,0,72,,Yes,45.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.3,1414.8,0,0,3294,4708.8,4,Stayed,No,0,42,4722,,,No
2466-NEJOJ,Male,58,No,No,Yes,Yes,3,United States,California,Bodega,94922,"38.343282, -122.9755",38.343282,-122.9755,584,Q3,Yes,6,8,Offer E,Yes,26.17,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.65,169.75,0,0,209.36,379.11,4,Stayed,No,0,38,4535,,,Yes
0254-KCJGT,Male,64,No,No,Yes,No,0,United States,California,Bodega Bay,94923,"38.377165, -123.037957",38.377165,-123.037957,"1,785",Q3,Yes,6,52,Offer B,Yes,41.34,Yes,Yes,Cable,24,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,81.4,4354.45,0,0,2149.68,6504.13,4,Stayed,No,0,64,4628,,,Yes
5472-CVMDX,Female,21,Yes,No,No,No,0,United States,California,Bolinas,94924,"37.943087, -122.72379",37.943087,-122.72379,"1,573",Q3,No,0,68,,No,0,No,Yes,DSL,58,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,38.9,2719.2,0,0,0,2719.2,3,Stayed,No,0,45,5278,,,No
6461-SZMCV,Female,46,No,No,Yes,No,0,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,"9,038",Q3,Yes,7,71,,Yes,9.06,Yes,Yes,DSL,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,87.95,6365.35,0,0,643.26,7008.61,4,Stayed,No,0,71,4278,,,Yes
8150-QUDFX,Male,27,Yes,No,No,No,0,United States,California,Rohnert Park,94928,"38.34719, -122.697822",38.34719,-122.697822,"42,544",Q3,No,0,2,Offer E,Yes,27.47,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,51.6,0,0,54.94,106.54,3,Joined,No,0,64,3300,,,No
2346-DJQTB,Female,54,No,No,No,No,0,United States,California,Fairfax,94930,"37.971751, -122.611873",37.971751,-122.611873,"8,486",Q3,No,0,35,,No,0,No,Yes,DSL,21,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,24.15,812.5,0,40,0,852.5,4,Stayed,No,0,75,5097,,,No
1697-LYYYX,Female,21,Yes,No,Yes,Yes,1,United States,California,Cotati,94931,"38.326215, -122.718742",38.326215,-122.718742,"7,936",Q3,Yes,8,61,,Yes,42.11,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.1,1143.8,0,0,2568.71,3712.51,4,Stayed,No,0,57,4376,,,Yes
1942-OQFRW,Male,62,No,No,No,No,0,United States,California,Forest Knolls,94933,"38.010092, -122.689442",38.010092,-122.689442,"1,025",Q3,No,0,1,Offer E,Yes,13.4,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44,44,0,0,13.4,57.4,5,Joined,No,0,61,2785,,,No
9640-ZSLDC,Female,29,Yes,No,Yes,Yes,5,United States,California,Lagunitas,94938,"38.021772, -122.691744",38.021772,-122.691744,821,Q3,Yes,3,53,,Yes,31.99,No,Yes,DSL,59,No,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,60.6,3297,0,0,1695.47,4992.47,4,Stayed,No,0,38,4854,,,Yes
4231-LZUYM,Female,37,No,No,Yes,No,0,United States,California,Larkspur,94939,"37.937082, -122.532369",37.937082,-122.532369,"6,773",Q3,Yes,4,72,,Yes,12.58,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.65,1887,0,0,905.76,2792.76,5,Stayed,No,0,22,5613,,,Yes
3594-BDSOA,Female,44,No,No,Yes,No,0,United States,California,Novato,94947,"38.112166, -122.634384",38.112166,-122.634384,"24,741",Q3,Yes,6,24,,Yes,35.86,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.4,482.8,0,0,860.64,1343.44,5,Stayed,No,0,79,3071,,,Yes
5133-VRSAB,Male,47,No,No,No,No,0,United States,California,Olema,94950,"38.052209, -122.775567",38.052209,-122.775567,248,Q3,No,0,8,Offer E,No,0,No,Yes,Cable,8,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,29.35,216.45,0,10,0,226.45,4,Stayed,No,0,59,5369,,,No
5996-DAOQL,Male,28,Yes,No,No,No,0,United States,California,Penngrove,94951,"38.325599, -122.642352",38.325599,-122.642352,"3,777",Q3,No,0,1,Offer E,Yes,42.17,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.45,20.45,0,0,42.17,62.62,3,Joined,No,0,80,2184,,,No
6838-YAUVY,Female,26,Yes,No,No,No,0,United States,California,Petaluma,94952,"38.237018, -122.77872",38.237018,-122.77872,"31,930",Q3,No,0,54,,Yes,11.76,Yes,Yes,Fiber Optic,52,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,95.1,5064.85,0,0,635.04,5699.89,3,Stayed,No,0,67,4825,,,No
0484-JPBRU,Male,23,Yes,No,No,No,0,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,"35,419",Q3,No,0,41,,Yes,41.21,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.25,996.45,0,0,1689.61,2686.06,4,Stayed,No,0,40,3461,,,No
7883-ROJOC,Female,33,No,No,Yes,No,0,United States,California,Point Reyes Station,94956,"38.060264, -122.830646",38.060264,-122.830646,"1,885",Q3,No,0,19,Offer D,Yes,34.51,No,Yes,Cable,22,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.9,839.65,0,0,655.69,1495.34,5,Stayed,No,0,76,5842,,,Yes
0244-LGNFY,Female,35,No,No,Yes,Yes,1,United States,California,San Anselmo,94960,"37.99272, -122.575026",37.99272,-122.575026,"16,849",Q3,Yes,4,72,,Yes,30,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,92.65,6733,0,0,2160,8893,4,Stayed,No,0,75,6342,,,Yes
7274-CGTOD,Male,21,Yes,No,No,No,0,United States,California,San Geronimo,94963,"38.00474, -122.663717",38.00474,-122.663717,548,Q3,No,0,62,,No,0,No,Yes,DSL,51,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,43.7,2618.3,0,0,0,2618.3,4,Stayed,No,0,58,5254,,,No
4635-EJYPD,Male,39,No,No,Yes,Yes,1,United States,California,Tomales,94971,"38.240769, -122.901041",38.240769,-122.901041,384,Q3,Yes,2,32,,Yes,35.39,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,18.95,613.95,0,0,1132.48,1746.43,4,Stayed,No,0,49,4735,,,Yes
1866-ZSLJM,Male,31,No,No,No,No,0,United States,California,Valley Ford,94972,"38.339996, -122.935056",38.339996,-122.935056,66,Q3,No,0,21,Offer D,Yes,32.89,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.5,402.85,0,0,690.69,1093.54,4,Stayed,No,0,75,5654,,,No
4636-TVXVG,Male,28,Yes,No,Yes,Yes,2,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,"1,449",Q3,Yes,9,62,,Yes,47.96,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.95,1244.8,0,0,2973.52,4218.32,4,Stayed,No,0,32,4803,,,Yes
4236-UJPWO,Female,34,No,No,No,No,0,United States,California,Alviso,95002,"37.449537, -121.994813",37.449537,-121.994813,"2,147",Q3,No,0,2,Offer E,No,0,No,Yes,DSL,5,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,24.5,46.4,0,0,0,46.4,4,Joined,No,0,54,5786,,,No
9392-XBGTD,Male,42,No,No,No,Yes,2,United States,California,Aptos,95003,"37.013471, -121.877877",37.013471,-121.877877,"24,227",Q3,No,0,27,,Yes,8.55,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.6,581.85,0,0,230.85,812.7,4,Stayed,No,0,56,2924,,,No
6402-SSEJG,Female,31,No,No,No,No,0,United States,California,Ben Lomond,95005,"37.078873, -122.090386",37.078873,-122.090386,"6,407",Q3,No,0,25,,No,0,No,Yes,DSL,9,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,61.05,1540.2,0,0,0,1540.2,3,Stayed,No,0,76,3695,,,No
1169-SAOCL,Male,45,No,No,No,No,0,United States,California,Brookdale,95007,"37.106902, -122.100006",37.106902,-122.100006,"1,007",Q3,No,0,49,,Yes,22.52,Yes,Yes,Fiber Optic,25,No,Yes,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,106.65,5168.1,0,130,1103.48,6401.58,5,Stayed,No,0,27,5154,,,No
1110-KYLGQ,Female,46,No,No,No,No,0,United States,California,Campbell,95008,"37.279689, -121.954567",37.279689,-121.954567,"44,976",Q3,No,0,63,,Yes,5.17,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,108.25,6780.1,0,0,325.71,7105.81,3,Stayed,No,0,39,5331,,,No
9929-PLVPA,Female,51,No,No,No,Yes,3,United States,California,Capitola,95010,"36.977025, -121.952864",36.977025,-121.952864,"9,673",Q3,No,0,4,Offer E,Yes,30.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.4,94.5,0,0,123.16,217.66,3,Stayed,No,0,65,4929,,,No
3518-PZXZQ,Female,27,Yes,No,Yes,No,0,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,"8,582",Q3,Yes,8,1,,Yes,36.69,No,Yes,DSL,82,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,55.3,55.3,0,0,36.69,91.99,3,Joined,No,0,37,2849,,,Yes
2371-JUNGC,Male,46,No,No,No,No,0,United States,California,Cupertino,95014,"37.306612, -122.080621",37.306612,-122.080621,"54,431",Q3,No,0,11,Offer D,Yes,28.62,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,208,0,0,314.82,522.82,4,Stayed,No,0,33,4032,,,No
5074-FBGHB,Male,47,No,No,No,No,0,United States,California,Freedom,95019,"36.936228, -121.785559",36.936228,-121.785559,"4,753",Q3,No,0,64,,Yes,25.95,Yes,Yes,Fiber Optic,23,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.65,6889.8,0,0,1660.8,8550.6,4,Stayed,No,0,80,6443,,,No
2351-BKRZW,Female,30,No,No,Yes,Yes,1,United States,California,Gilroy,95020,"37.03889, -121.528955",37.03889,-121.528955,"49,968",Q3,Yes,10,43,,Yes,29.98,No,Yes,Cable,59,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,75.2,3254.35,0,0,1289.14,4543.49,3,Stayed,No,0,23,3976,,,Yes
4455-BFSPD,Female,35,No,No,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,5,61,,Yes,36.13,Yes,Yes,Fiber Optic,23,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,101.15,6383.9,0,0,2203.93,8587.83,3,Stayed,No,0,79,5177,,,Yes
3948-KXDUF,Male,64,No,No,No,No,0,United States,California,Los Gatos,95033,"37.160194, -121.945611",37.160194,-121.945611,"10,172",Q3,No,0,66,,Yes,20.52,Yes,Yes,Cable,10,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,68.75,4447.55,0,0,1354.32,5801.87,4,Stayed,No,0,60,5454,,,No
2323-ARSVR,Male,51,No,No,Yes,No,0,United States,California,Milpitas,95035,"37.441931, -121.878502",37.441931,-121.878502,"62,848",Q3,Yes,8,67,,Yes,46.89,No,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,111.05,7321.05,0,0,3141.63,10462.68,3,Stayed,No,0,67,6103,,,Yes
0815-MFZGM,Female,54,No,No,Yes,No,0,United States,California,Morgan Hill,95037,"37.161544, -121.649371",37.161544,-121.649371,"41,707",Q3,Yes,9,42,,Yes,1.31,No,Yes,Fiber Optic,17,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,99,4135,0,0,55.02,4190.02,4,Stayed,No,0,76,4545,,,Yes
5480-XTFFL,Female,60,No,No,Yes,Yes,3,United States,California,Mount Hermon,95041,"37.051166, -122.056194",37.051166,-122.056194,77,Q3,Yes,3,31,Offer C,Yes,9.8,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,21,697.7,0,0,303.8,1001.5,3,Stayed,No,0,24,5225,,,Yes
8295-FHIVV,Male,63,No,No,No,No,0,United States,California,Paicines,95043,"36.525703, -120.952122",36.525703,-120.952122,813,Q3,No,0,7,,Yes,9.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.4,168.65,0,0,64.33,232.98,5,Stayed,No,0,56,5873,,,No
9086-YJYXS,Male,23,Yes,No,Yes,Yes,1,United States,California,San Martin,95046,"37.084697, -121.606417",37.084697,-121.606417,"5,671",Q3,No,0,34,Offer C,Yes,5.39,Yes,Yes,Cable,52,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,77.2,2753.8,0,0,183.26,2937.06,5,Stayed,No,0,58,3997,,,Yes
1179-INLAT,Male,33,No,No,No,No,0,United States,California,Santa Clara,95050,"37.351214, -121.952417",37.351214,-121.952417,"36,349",Q3,No,0,3,,Yes,2.78,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.45,69.25,0,0,8.34,77.59,4,Joined,No,0,32,2787,,,No
7909-FIOIY,Female,21,Yes,No,Yes,Yes,1,United States,California,Santa Clara,95051,"37.348129, -121.98469",37.348129,-121.98469,"52,986",Q3,Yes,4,19,Offer D,No,0,No,Yes,Cable,85,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,24.85,434.8,0,0,0,434.8,5,Stayed,No,0,39,2958,,,Yes
6351-SCJKT,Male,32,No,No,No,No,0,United States,California,Santa Cruz,95062,"36.974575, -121.991149",36.974575,-121.991149,"36,631",Q3,No,0,3,,No,0,No,Yes,Cable,25,Yes,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,41.35,107.25,0,0,0,107.25,3,Joined,No,0,46,5534,,,No
5468-BPMMO,Male,59,No,No,Yes,No,0,United States,California,Santa Cruz,95064,"37.007882, -122.065975",37.007882,-122.065975,"4,563",Q3,Yes,3,46,,Yes,16.07,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.6,851.2,0,0,739.22,1590.42,5,Stayed,No,0,59,5092,,,Yes
0197-PNKNK,Female,47,No,No,Yes,Yes,1,United States,California,Scotts Valley,95066,"37.070177, -122.010077",37.070177,-122.010077,"14,574",Q3,Yes,7,69,,Yes,38.92,Yes,Yes,Fiber Optic,16,Yes,No,Yes,No,No,No,No,No,One Year,No,Bank Withdrawal,84.45,5848.6,0,40,2685.48,8574.08,3,Stayed,No,0,49,5629,,,Yes
2439-QKJUL,Male,31,No,No,No,No,0,United States,California,Saratoga,95070,"37.257772, -122.051824",37.257772,-122.051824,"30,589",Q3,No,0,5,,Yes,7.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,109.8,0,0,39.15,148.95,3,Stayed,No,0,44,5064,,,No
1194-SPVSP,Male,20,Yes,No,No,No,0,United States,California,Soquel,95073,"37.023669, -121.946461",37.023669,-121.946461,"9,823",Q3,No,0,1,,Yes,27.88,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.65,19.65,0,0,27.88,47.53,3,Joined,No,0,79,3625,,,No
9534-NSXEM,Male,28,Yes,No,No,No,0,United States,California,Watsonville,95076,"36.931654, -121.752383",36.931654,-121.752383,"81,141",Q3,No,0,26,Offer C,Yes,31.53,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.65,595.5,0,0,819.78,1415.28,3,Stayed,No,0,79,2194,,,No
8929-KSWIH,Male,21,Yes,No,No,No,0,United States,California,San Jose,95111,"37.284265, -121.827673",37.284265,-121.827673,"57,748",Q3,No,0,25,Offer C,Yes,4.94,No,Yes,Fiber Optic,51,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,99.3,2513.5,0,0,123.5,2637,4,Stayed,No,0,23,3847,,,No
2250-IVBWA,Male,47,No,No,Yes,Yes,2,United States,California,San Jose,95112,"37.343827, -121.883119",37.343827,-121.883119,"52,334",Q3,Yes,4,64,,Yes,49.49,No,Yes,Fiber Optic,12,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,81.05,5135.35,0,0,3167.36,8302.71,3,Stayed,No,0,48,5168,,,Yes
1810-MVMAI,Male,31,No,No,Yes,Yes,1,United States,California,San Jose,95113,"37.333851, -121.891147",37.333851,-121.891147,561,Q3,Yes,4,30,Offer C,Yes,48.04,Yes,Yes,Cable,19,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,67.6,2000.2,0,0,1441.2,3441.4,3,Stayed,No,0,33,4104,,,Yes
9506-UXUSK,Male,53,No,No,No,No,0,United States,California,San Jose,95116,"37.350284, -121.852855",37.350284,-121.852855,"51,706",Q3,No,0,13,Offer D,Yes,39.17,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.15,931.75,0,150,509.21,1590.96,5,Stayed,No,0,30,4599,,,No
1229-RCALF,Female,37,No,No,Yes,No,0,United States,California,San Jose,95117,"37.311088, -121.961786",37.311088,-121.961786,"29,914",Q3,Yes,1,64,,Yes,46.44,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,115,7396.15,0,0,2972.16,10368.31,4,Stayed,No,0,45,5189,,,Yes
3572-UOLYZ,Female,28,Yes,No,No,Yes,2,United States,California,San Jose,95118,"37.255479, -121.889838",37.255479,-121.889838,"31,926",Q3,No,0,46,,Yes,4.08,Yes,Yes,Fiber Optic,59,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.8,3958.85,0,0,187.68,4146.53,3,Stayed,No,0,39,5756,,,No
1429-UYJSV,Female,57,No,No,No,No,0,United States,California,San Jose,95119,"37.233226, -121.78809",37.233226,-121.78809,"10,155",Q3,No,0,12,Offer D,Yes,36.65,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.7,260.9,0,0,439.8,700.7,4,Stayed,No,0,62,3423,,,No
6366-XIVKZ,Female,40,No,No,Yes,Yes,3,United States,California,San Jose,95122,"37.32886, -121.834567",37.32886,-121.834567,"59,841",Q3,Yes,3,13,,Yes,39.2,No,Yes,Cable,25,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,63.15,816.8,0,0,509.6,1326.4,3,Stayed,No,0,46,5916,,,Yes
3470-OBUET,Female,49,No,No,Yes,Yes,2,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,"59,632",Q3,Yes,5,67,,Yes,43.01,Yes,Yes,Cable,16,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,74,4868.4,0,0,2881.67,7750.07,3,Stayed,No,0,35,4188,,,Yes
2770-NSVDG,Male,25,Yes,No,Yes,No,0,United States,California,San Jose,95124,"37.257063, -121.923037",37.257063,-121.923037,"45,257",Q3,Yes,4,24,Offer C,No,0,No,Yes,DSL,51,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,29.1,688,0,0,0,688,3,Stayed,No,0,33,4636,,,Yes
9375-MHRRS,Male,37,No,No,No,No,0,United States,California,San Jose,95125,"37.294926, -121.894763",37.294926,-121.894763,"46,185",Q3,No,0,6,Offer E,Yes,23.01,No,Yes,DSL,13,No,No,No,Yes,No,No,No,No,Month-to-Month,No,Credit Card,50.05,288.35,0,40,138.06,466.41,5,Stayed,No,0,34,3929,,,No
4860-YZGZM,Male,27,Yes,No,No,No,0,United States,California,San Jose,95128,"37.316146, -121.936285",37.316146,-121.936285,"32,804",Q3,No,0,10,,Yes,39.39,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20,185.4,0,0,393.9,579.3,3,Stayed,No,0,63,2706,,,No
6599-GZWCM,Female,39,No,No,No,No,0,United States,California,San Jose,95129,"37.305622, -122.000887",37.305622,-122.000887,"37,570",Q3,No,0,13,,Yes,42.62,No,Yes,Fiber Optic,15,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,74.65,966.25,0,0,554.06,1520.31,5,Stayed,No,0,40,4172,,,No
7037-MTYVW,Male,26,Yes,No,Yes,Yes,2,United States,California,San Jose,95133,"37.371862, -121.860349",37.371862,-121.860349,"26,032",Q3,Yes,6,38,Offer C,Yes,17.52,Yes,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,85.4,3297,0,0,665.76,3962.76,4,Stayed,No,0,51,5292,,,Yes
4760-THGOT,Female,33,No,No,Yes,No,0,United States,California,San Jose,95134,"37.42765, -121.945416",37.42765,-121.945416,"9,657",Q3,Yes,9,43,,Yes,49.48,Yes,Yes,Fiber Optic,11,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.1,4107.3,0,0,2127.64,6234.94,3,Stayed,No,0,71,4392,,,Yes
4016-BJKTZ,Female,20,Yes,No,No,No,0,United States,California,San Jose,95136,"37.270938, -121.851046",37.270938,-121.851046,"36,944",Q3,No,0,25,Offer C,Yes,32.33,Yes,Yes,Fiber Optic,51,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,108.9,2809.05,0,0,808.25,3617.3,4,Stayed,No,0,80,4398,,,No
6584-VQMYT,Male,19,Yes,No,No,Yes,2,United States,California,San Jose,95138,"37.246064, -121.749494",37.246064,-121.749494,"14,792",Q3,No,0,27,Offer C,Yes,2.63,No,Yes,DSL,59,Yes,Yes,No,No,No,No,No,No,One Year,No,Credit Card,56.2,1567.55,0,30,71.01,1668.56,4,Stayed,No,0,42,5978,,,No
9838-BFCQT,Male,61,No,No,Yes,Yes,2,United States,California,San Jose,95139,"37.218705, -121.762429",37.218705,-121.762429,"7,023",Q3,Yes,2,72,,Yes,33.92,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26.1,1851.45,0,0,2442.24,4293.69,3,Stayed,No,0,41,5475,,,Yes
2790-XUYMV,Male,19,Yes,No,No,Yes,1,United States,California,Mount Hamilton,95140,"37.382909, -121.634151",37.382909,-121.634151,38,Q3,No,0,71,,Yes,31.89,Yes,Yes,Fiber Optic,30,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,85.45,6028.95,0,0,2264.19,8293.14,4,Stayed,No,0,48,4777,,,No
0581-MDMPW,Female,63,No,No,No,No,0,United States,California,San Jose,95148,"37.339533, -121.777179",37.339533,-121.777179,"44,103",Q3,No,0,24,Offer C,Yes,44.09,Yes,Yes,Fiber Optic,9,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,88.95,2072.75,0,0,1058.16,3130.91,3,Stayed,No,0,37,5557,,,No
1023-BQXZE,Male,30,No,No,No,No,0,United States,California,Stockton,95203,"37.954089, -121.329761",37.954089,-121.329761,"16,357",Q3,No,0,57,,Yes,24.67,No,Yes,DSL,42,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,74.35,4317.35,0,0,1406.19,5723.54,4,Stayed,No,0,71,5548,,,No
9163-GHAYE,Female,34,No,No,No,No,0,United States,California,Stockton,95204,"37.974498, -121.319568",37.974498,-121.319568,"30,476",Q3,No,0,15,,Yes,31.68,No,Yes,Cable,23,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,48.85,736.8,0,0,475.2,1212,5,Stayed,No,0,62,5584,,,No
3904-UKFRE,Male,27,Yes,No,No,No,0,United States,California,Stockton,95205,"37.965695, -121.260051",37.965695,-121.260051,"34,138",Q3,No,0,4,Offer E,Yes,44.16,Yes,Yes,Fiber Optic,82,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.1,336.15,0,0,176.64,512.79,3,Stayed,No,0,67,2333,,,No
5353-WILCI,Female,51,No,No,No,No,0,United States,California,Stockton,95206,"37.902422, -121.440029",37.902422,-121.440029,"49,657",Q3,No,0,28,Offer C,Yes,44.11,No,Yes,Cable,15,Yes,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,56.05,1522.65,0,110,1235.08,2867.73,3,Stayed,No,0,47,4468,,,No
0058-EVZWM,Female,37,No,No,Yes,No,0,United States,California,Stockton,95209,"38.044523, -121.348048",38.044523,-121.348048,"30,814",Q3,Yes,2,55,Offer B,Yes,5.08,Yes,Yes,Fiber Optic,9,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.8,4959.6,0,0,279.4,5239,3,Stayed,No,0,42,5875,,,Yes
7009-PCARS,Male,53,No,No,No,Yes,2,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,"23,789",Q3,No,0,55,Offer B,Yes,39.29,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.1,1001.5,0,0,2160.95,3162.45,5,Stayed,No,0,66,4391,,,No
0519-DRGTI,Female,58,No,No,Yes,Yes,3,United States,California,Stockton,95219,"38.029729, -121.387999",38.029729,-121.387999,"19,109",Q3,Yes,9,20,,Yes,42.46,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,442.6,0,0,849.2,1291.8,4,Stayed,No,0,49,2522,,,Yes
1017-FBQMM,Female,47,No,No,Yes,Yes,2,United States,California,Acampo,95220,"38.200231, -121.235034",38.200231,-121.235034,"6,317",Q3,Yes,8,62,Offer B,Yes,15.05,Yes,Yes,Fiber Optic,23,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,106.05,6703.5,0,0,933.1,7636.6,4,Stayed,No,0,69,6361,,,Yes
1985-MBRYP,Female,44,No,No,No,No,0,United States,California,Arnold,95223,"38.32153, -120.236358",38.32153,-120.236358,"5,159",Q3,No,0,43,Offer B,Yes,6.71,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.65,779.25,0,0,288.53,1067.78,3,Stayed,No,0,41,3678,,,No
9372-TXXPS,Female,49,No,No,Yes,No,0,United States,California,Burson,95225,"38.183918, -120.898817",38.183918,-120.898817,27,Q3,Yes,7,60,Offer B,Yes,41.4,No,Yes,Cable,21,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,59.85,3483.45,0,0,2484,5967.45,3,Stayed,No,0,54,4029,,,Yes
3259-QMXUN,Male,38,No,No,Yes,No,0,United States,California,Campo Seco,95226,"38.233879, -120.861666",38.233879,-120.861666,75,Q3,Yes,3,58,Offer B,Yes,22.14,Yes,Yes,DSL,2,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,86.1,4890.5,0,110,1284.12,6284.62,3,Stayed,No,0,33,5666,,,Yes
1015-JPFYW,Male,47,No,No,No,Yes,2,United States,California,Clements,95227,"38.227285, -121.02789",38.227285,-121.02789,722,Q3,No,0,7,,Yes,49.16,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.45,136.75,0,0,344.12,480.87,3,Stayed,No,0,29,5084,,,No
6645-MXQJT,Male,40,No,No,Yes,Yes,1,United States,California,Copperopolis,95228,"37.943954, -120.67108",37.943954,-120.67108,"2,633",Q3,Yes,10,2,Offer E,Yes,39.35,No,Yes,Fiber Optic,24,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,97.1,184.15,0,0,78.7,262.85,3,Joined,No,0,43,5745,,,Yes
5804-JMYIO,Female,40,No,No,Yes,Yes,3,United States,California,Glencoe,95232,"38.358464, -120.579304",38.358464,-120.579304,21,Q3,Yes,6,39,Offer C,Yes,15.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,757.95,0,0,620.49,1378.44,3,Stayed,No,0,61,3944,,,Yes
6484-LATFU,Male,20,Yes,No,No,No,0,United States,California,Linden,95236,"38.047746, -121.030499",38.047746,-121.030499,"3,148",Q3,No,0,68,,Yes,5.84,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.55,1657.4,0,0,397.12,2054.52,3,Stayed,No,0,31,6042,,,No
7599-NTMDP,Female,32,No,No,Yes,Yes,2,United States,California,Lockeford,95237,"38.166791, -121.14207",38.166791,-121.14207,"3,205",Q3,Yes,6,62,Offer B,No,0,No,Yes,Cable,26,Yes,Yes,No,Yes,Yes,No,No,No,Two Year,No,Bank Withdrawal,48.7,3008.55,0,120,0,3128.55,3,Stayed,No,0,26,5453,,,Yes
0536-ACXIP,Female,34,No,No,Yes,No,0,United States,California,Lodi,95242,"38.128087, -121.4078",38.128087,-121.4078,"22,073",Q3,Yes,9,72,,Yes,44.2,Yes,Yes,Fiber Optic,2,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.55,8165.1,0,0,3182.4,11347.5,3,Stayed,No,0,53,6452,,,Yes
0936-NQLJU,Female,40,No,No,Yes,No,0,United States,California,Mokelumne Hill,95245,"38.304194, -120.592431",38.304194,-120.592431,"2,718",Q3,Yes,9,41,Offer B,Yes,8.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.65,875.55,0,0,346.04,1221.59,3,Stayed,No,0,79,5062,,,Yes
1575-KRZZE,Female,64,No,No,No,No,0,United States,California,Murphys,95247,"38.147852, -120.440124",38.147852,-120.440124,"4,353",Q3,No,0,4,Offer E,Yes,7.49,No,Yes,Cable,17,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.2,220.65,0,0,29.96,250.61,3,Stayed,No,0,74,4042,,,No
3251-YMVWZ,Male,34,No,No,No,No,0,United States,California,San Andreas,95249,"38.196497, -120.61689",38.196497,-120.61689,"3,930",Q3,No,0,53,Offer B,Yes,39.37,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.05,1301.9,0,0,2086.61,3388.51,3,Stayed,No,0,20,4865,,,No
4884-LEVMQ,Male,39,No,No,Yes,No,0,United States,California,Valley Springs,95252,"38.156971, -120.849231",38.156971,-120.849231,"11,266",Q3,Yes,10,39,Offer C,Yes,36.39,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.45,790,0,0,1419.21,2209.21,5,Stayed,No,0,80,2165,,,Yes
8857-CUPFQ,Male,57,No,No,Yes,No,0,United States,California,Wallace,95254,"38.192608, -120.957842",38.192608,-120.957842,304,Q3,Yes,9,63,Offer B,Yes,17.38,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.25,1237.65,0,0,1094.94,2332.59,3,Stayed,No,0,20,4538,,,Yes
7610-TVOPG,Male,48,No,No,No,No,0,United States,California,West Point,95255,"38.41935, -120.469545",38.41935,-120.469545,"2,198",Q3,No,0,15,,Yes,7.96,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,26.35,378.6,0,0,119.4,498,3,Stayed,No,0,73,2723,,,No
3638-DIMPH,Female,34,No,No,Yes,No,0,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,435,Q3,Yes,1,13,,Yes,29.49,No,Yes,DSL,2,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,43.8,592.65,0,0,383.37,976.02,3,Stayed,No,0,40,4369,,,Yes
1845-ZLLIG,Male,45,No,No,No,No,0,United States,California,Woodbridge,95258,"38.169605, -121.310964",38.169605,-121.310964,"4,176",Q3,No,0,1,Offer E,Yes,20.3,No,Yes,DSL,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.15,50.15,0,0,20.3,70.45,3,Joined,No,0,50,4014,,,No
8559-WNQZS,Male,37,No,No,No,No,0,United States,California,Atwater,95301,"37.321233, -120.656354",37.321233,-120.656354,"27,808",Q3,No,0,1,Offer E,Yes,43.82,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.45,20.45,0,0,43.82,64.27,3,Joined,No,0,27,5925,,,No
1699-UOTXU,Male,24,Yes,No,No,No,0,United States,California,Big Oak Flat,95305,"37.818589, -120.256995",37.818589,-120.256995,167,Q3,No,0,60,Offer B,Yes,30.92,No,Yes,DSL,26,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,61.4,3638.25,0,0,1855.2,5493.45,3,Stayed,No,0,40,6209,,,No
0635-WKOLD,Male,33,No,No,Yes,No,0,United States,California,Ceres,95307,"37.553469, -120.952825",37.553469,-120.952825,"32,881",Q3,No,0,40,Offer B,Yes,23.74,Yes,Yes,DSL,22,No,Yes,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,70.75,2921.75,0,0,949.6,3871.35,5,Stayed,No,0,32,5507,,,Yes
5993-JSUWV,Female,25,Yes,No,No,No,0,United States,California,Columbia,95310,"38.085839, -120.37855",38.085839,-120.37855,"2,144",Q3,No,0,66,,Yes,21.37,No,Yes,DSL,30,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,61.15,4017.45,0,0,1410.42,5427.87,3,Stayed,No,0,66,5133,,,No
4518-FZBSX,Male,57,No,No,Yes,Yes,2,United States,California,Coulterville,95311,"37.722127, -120.110174",37.722127,-120.110174,"2,271",Q3,Yes,4,42,Offer B,Yes,9.33,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.25,854.9,0,0,391.86,1246.76,4,Stayed,No,0,64,4439,,,Yes
6988-CJEYV,Male,56,No,No,No,No,0,United States,California,Crows Landing,95313,"37.435664, -121.049056",37.435664,-121.049056,"1,508",Q3,No,0,49,Offer B,Yes,45.46,Yes,Yes,Fiber Optic,27,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,98.7,4920.55,0,0,2227.54,7148.09,3,Stayed,No,0,79,6148,,,No
3097-FQTVJ,Female,23,Yes,No,No,No,0,United States,California,Denair,95316,"37.524721, -120.757977",37.524721,-120.757977,"5,513",Q3,No,0,41,Offer B,Yes,10.09,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20,810.3,0,0,413.69,1223.99,4,Stayed,No,0,21,5913,,,No
5465-BUBFA,Female,34,No,No,Yes,Yes,1,United States,California,El Nido,95317,"37.127386, -120.506422",37.127386,-120.506422,808,Q3,Yes,1,41,Offer B,Yes,21.28,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.3,772.4,0,0,872.48,1644.88,3,Stayed,No,0,40,4180,,,Yes
7299-GNVPL,Female,19,Yes,No,Yes,Yes,2,United States,California,El Portal,95318,"37.654551, -119.822984",37.654551,-119.822984,579,Q3,Yes,5,23,,Yes,27.24,No,Yes,Fiber Optic,82,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,84.4,1936.85,0,0,626.52,2563.37,3,Stayed,No,0,54,2177,,,Yes
9743-DQKQW,Male,28,Yes,No,No,No,0,United States,California,Escalon,95320,"37.818543, -121.006907",37.818543,-121.006907,"11,474",Q3,No,0,3,Offer E,No,0,No,Yes,DSL,69,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.1,79.8,0,0,0,79.8,5,Joined,No,0,58,2013,,,No
1215-VFYVK,Female,19,Yes,No,No,No,0,United States,California,Groveland,95321,"37.902968, -119.667544",37.902968,-119.667544,"3,680",Q3,No,0,4,Offer E,No,0,No,Yes,Cable,30,Yes,No,Yes,Yes,No,Yes,Yes,No,Month-to-Month,No,Mailed Check,48.25,202.25,0,10,0,212.25,3,Stayed,No,0,30,2682,,,No
9371-BITHB,Female,27,Yes,No,Yes,Yes,1,United States,California,Gustine,95322,"37.147198, -121.120161",37.147198,-121.120161,"7,872",Q3,Yes,1,52,Offer B,Yes,3.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.85,1070.5,0,0,177.32,1247.82,4,Stayed,No,0,43,5432,,,Yes
9093-FPDLG,Female,54,No,No,No,No,0,United States,California,Hilmar,95324,"37.394536, -120.890747",37.394536,-120.890747,"7,177",Q3,No,0,11,,Yes,9.52,No,Yes,Fiber Optic,4,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.2,999.9,0,0,104.72,1104.62,3,Stayed,No,0,52,2405,,,No
0541-FITGH,Female,59,No,No,Yes,No,0,United States,California,Hornitos,95325,"37.479926, -120.230424",37.479926,-120.230424,128,Q3,Yes,6,2,Offer E,Yes,48.39,No,Yes,Cable,24,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,62.15,113.1,0,0,96.78,209.88,3,Joined,No,0,34,5766,,,Yes
6985-HAYWX,Female,50,No,No,Yes,No,0,United States,California,Hughson,95326,"37.5923, -120.853288",37.5923,-120.853288,"6,822",Q3,Yes,5,26,,Yes,37.6,Yes,Yes,Fiber Optic,10,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.3,2015.8,0,0,977.6,2993.4,3,Stayed,No,0,54,5168,,,Yes
7508-KBIMB,Male,33,No,No,Yes,Yes,3,United States,California,Jamestown,95327,"37.84771, -120.486589",37.84771,-120.486589,"9,559",Q3,Yes,7,24,,Yes,2.31,No,Yes,Cable,53,Yes,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,56.25,1454.25,0,0,55.44,1509.69,4,Stayed,No,0,52,3607,,,Yes
6838-HVLXG,Female,26,Yes,No,No,No,0,United States,California,Keyes,95328,"37.555631, -120.911653",37.555631,-120.911653,"2,130",Q3,No,0,12,,Yes,32.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.3,246.7,0,0,387.84,634.54,3,Stayed,No,0,27,4177,,,No
1897-OKVMW,Female,44,No,No,Yes,Yes,1,United States,California,Lathrop,95330,"37.80821, -121.308401",37.80821,-121.308401,"10,834",Q3,Yes,3,64,,Yes,37,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Mailed Check,90.6,5817.45,0,0,2368,8185.45,4,Stayed,No,0,43,5240,,,Yes
5485-ITNPC,Male,42,No,No,Yes,No,0,United States,California,Le Grand,95333,"37.249377, -120.249581",37.249377,-120.249581,"3,256",Q3,Yes,2,66,,Yes,7.61,No,Yes,DSL,10,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,85.9,5595.3,0,0,502.26,6097.56,3,Stayed,No,0,24,5137,,,Yes
0233-FTHAV,Female,24,Yes,No,No,No,0,United States,California,Livingston,95334,"37.361987, -120.748394",37.361987,-120.748394,"12,672",Q3,No,0,60,,Yes,15.29,Yes,Yes,Fiber Optic,48,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,79.2,4765,0,0,917.4,5682.4,3,Stayed,No,0,49,5687,,,No
4644-PIZRT,Male,36,No,No,Yes,Yes,3,United States,California,Long Barn,95335,"38.109125, -120.078597",38.109125,-120.078597,683,Q3,Yes,5,17,,Yes,33.24,Yes,Yes,DSL,76,Yes,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,70.35,1201.65,0,0,565.08,1766.73,3,Stayed,No,0,35,2704,,,Yes
8922-NPKBJ,Male,63,No,No,Yes,Yes,2,United States,California,Manteca,95336,"37.830267, -121.201018",37.830267,-121.201018,"36,738",Q3,Yes,10,42,,Yes,34.33,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.35,867.3,0,0,1441.86,2309.16,4,Stayed,No,0,21,3433,,,Yes
2740-TVLFN,Male,42,No,No,No,No,0,United States,California,Manteca,95337,"37.750822, -121.238423",37.750822,-121.238423,"19,867",Q3,No,0,1,Offer E,Yes,39.87,Yes,Yes,DSL,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.15,50.15,0,0,39.87,90.02,3,Joined,No,0,80,3043,,,No
7771-CFQRQ,Female,32,No,No,Yes,Yes,3,United States,California,Mariposa,95338,"37.526791, -119.99437",37.526791,-119.99437,"10,226",Q3,No,0,47,,Yes,30.06,No,Yes,DSL,57,No,Yes,No,Yes,No,Yes,Yes,No,Two Year,No,Bank Withdrawal,63.8,3007.25,0,80,1412.82,4500.07,3,Stayed,No,0,45,5144,,,Yes
9512-PHSMG,Female,27,Yes,No,Yes,No,0,United States,California,Merced,95340,"37.255637, -120.493537",37.255637,-120.493537,"59,289",Q3,Yes,2,10,,Yes,10.42,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.55,252.75,0,0,104.2,356.95,3,Stayed,No,0,71,4907,,,Yes
4146-SVFUD,Male,45,No,No,No,No,0,United States,California,Modesto,95351,"37.621458, -121.012295",37.621458,-121.012295,"47,536",Q3,No,0,1,,Yes,45.28,No,Yes,DSL,2,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,44.6,44.6,0,0,45.28,89.88,4,Joined,No,0,77,4864,,,No
1564-HJUVY,Male,53,No,No,No,No,0,United States,California,Modesto,95354,"37.639029, -120.964772",37.639029,-120.964772,"27,135",Q3,No,0,4,,Yes,3.03,No,Yes,DSL,11,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,63.75,226.2,0,0,12.12,238.32,5,Stayed,No,0,59,2624,,,No
3617-XLSGQ,Female,61,No,No,Yes,Yes,2,United States,California,Modesto,95355,"37.672906, -120.946594",37.672906,-120.946594,"47,613",Q3,Yes,2,66,,Yes,20.11,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,109.25,7082.5,0,80,1327.26,8489.76,3,Stayed,No,0,28,5865,,,Yes
7517-LDMPS,Female,31,No,No,No,No,0,United States,California,Modesto,95356,"37.716186, -121.025836",37.716186,-121.025836,"26,055",Q3,No,0,12,,Yes,2.57,No,Yes,Fiber Optic,25,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.6,1017.35,0,0,30.84,1048.19,5,Stayed,No,0,75,4807,,,No
7244-KXYZN,Female,25,Yes,No,No,No,0,United States,California,Modesto,95357,"37.670526, -120.877572",37.670526,-120.877572,"13,343",Q3,No,0,24,,Yes,5.98,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.45,527.35,0,0,143.52,670.87,4,Stayed,No,0,20,4690,,,No
5226-NOZFC,Male,48,No,No,No,No,0,United States,California,Modesto,95358,"37.612612, -121.108568",37.612612,-121.108568,"30,668",Q3,No,0,26,,Yes,40.35,No,Yes,Fiber Optic,13,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.75,2146.5,0,0,1049.1,3195.6,3,Stayed,No,0,64,3178,,,No
1400-WIVLL,Male,31,No,No,Yes,No,0,United States,California,Oakdale,95361,"37.785033, -120.776141",37.785033,-120.776141,"25,384",Q3,Yes,2,57,,Yes,16.78,Yes,Yes,Fiber Optic,29,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,107.95,5969.85,0,0,956.46,6926.31,3,Stayed,No,0,24,4687,,,Yes
8148-NLEGT,Female,47,No,No,Yes,Yes,3,United States,California,Pinecrest,95364,"38.224869, -119.755729",38.224869,-119.755729,235,Q3,Yes,1,42,,Yes,13.95,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,22.95,1014.25,0,0,585.9,1600.15,5,Stayed,No,0,24,4650,,,Yes
8347-GDTMP,Female,25,Yes,No,Yes,No,0,United States,California,Ripon,95366,"37.750778, -121.13238",37.750778,-121.13238,"12,646",Q3,Yes,4,64,,Yes,14.78,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.45,1225.65,0,0,945.92,2171.57,3,Stayed,No,0,78,5113,,,Yes
6746-WAUWT,Male,62,No,No,No,No,0,United States,California,Salida,95368,"37.713152, -121.08739",37.713152,-121.08739,"12,466",Q3,No,0,19,,Yes,26.54,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.7,386.5,0,0,504.26,890.76,4,Stayed,No,0,41,4431,,,No
0428-IKYCP,Male,56,No,No,Yes,No,0,United States,California,Sonora,95370,"37.982716, -120.343732",37.982716,-120.343732,"25,340",Q3,Yes,9,22,,Yes,48.68,No,Yes,Fiber Optic,18,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87,1850.65,0,0,1070.96,2921.61,4,Stayed,No,0,49,5233,,,Yes
2187-PKZAY,Male,23,Yes,No,No,No,0,United States,California,Stevinson,95374,"37.316807, -120.855753",37.316807,-120.855753,"1,960",Q3,No,0,12,,Yes,40.06,No,Yes,Fiber Optic,41,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,79.95,1043.4,0,0,480.72,1524.12,5,Stayed,No,0,71,2968,,,No
4003-OCTMP,Female,55,No,No,Yes,No,0,United States,California,Tracy,95376,"37.680968, -121.446049",37.680968,-121.446049,"69,801",Q3,Yes,9,31,,Yes,28.8,No,Yes,Cable,15,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,64,1910.75,0,0,892.8,2803.55,4,Stayed,No,0,24,5191,,,Yes
6652-YFFJO,Female,42,No,No,No,No,0,United States,California,Tuolumne,95379,"37.939768, -120.188002",37.939768,-120.188002,"3,979",Q3,No,0,11,Offer D,Yes,13.56,No,Yes,Cable,17,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,64.9,716.1,0,0,149.16,865.26,5,Stayed,No,0,80,2775,,,No
7225-IILWY,Male,36,No,No,Yes,Yes,1,United States,California,Turlock,95380,"37.474396, -120.875917",37.474396,-120.875917,"40,545",Q3,Yes,10,68,,Yes,26.83,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25.75,1686.15,0,0,1824.44,3510.59,4,Stayed,No,0,26,5434,,,Yes
3170-GWYKC,Female,30,No,No,No,No,0,United States,California,Vernalis,95385,"37.609095, -121.263381",37.609095,-121.263381,274,Q3,No,0,60,,Yes,22.88,No,Yes,Fiber Optic,48,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.95,6236.75,0,0,1372.8,7609.55,4,Stayed,No,0,62,5926,,,No
9830-ECLEN,Male,21,Yes,No,Yes,Yes,3,United States,California,Winton,95388,"37.421299, -120.599587",37.421299,-120.599587,"11,463",Q3,Yes,9,58,,No,0,No,Yes,Cable,52,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Mailed Check,50,2919.85,0,0,0,2919.85,4,Stayed,No,0,45,4704,,,Yes
2668-TZSPS,Male,32,No,No,No,No,0,United States,California,Santa Rosa,95403,"38.488431, -122.752839",38.488431,-122.752839,"40,270",Q3,No,0,1,,Yes,39.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.45,20.45,0,0,39.61,60.06,5,Joined,No,0,51,2664,,,No
7446-SFAOA,Female,54,No,No,Yes,No,0,United States,California,Santa Rosa,95407,"38.394091, -122.739814",38.394091,-122.739814,"30,876",Q3,Yes,8,37,,Yes,15.51,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.85,717.5,0,0,573.87,1291.37,4,Stayed,No,0,20,5707,,,Yes
9522-ZSINC,Male,34,No,No,No,No,0,United States,California,Santa Rosa,95409,"38.468893, -122.580539",38.468893,-122.580539,"25,718",Q3,No,0,13,Offer D,Yes,7.33,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.95,253.8,0,0,95.29,349.09,3,Stayed,No,0,24,2252,,,No
8234-GSZYK,Male,39,No,No,No,No,0,United States,California,Albion,95410,"39.225694, -123.717354",39.225694,-123.717354,"1,054",Q3,No,0,43,,Yes,28.9,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,26.45,1110.05,0,0,1242.7,2352.75,4,Stayed,No,0,51,3881,,,No
6505-OZNPG,Female,21,Yes,No,No,No,0,United States,California,Annapolis,95412,"38.731055, -123.316553",38.731055,-123.316553,747,Q3,No,0,6,,No,0,No,Yes,Cable,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Mailed Check,63.4,348.8,0,10,0,358.8,4,Stayed,No,0,48,3909,,,No
6164-HAQTX,Male,46,No,No,No,No,0,United States,California,Boonville,95415,"39.025867, -123.381544",39.025867,-123.381544,"1,374",Q3,No,0,71,,No,0,No,Yes,DSL,20,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,53.95,3888.65,0,0,0,3888.65,3,Stayed,No,0,76,4094,,,No
7765-LWVVH,Female,39,No,No,Yes,Yes,2,United States,California,Caspar,95420,"39.361283, -123.784599",39.361283,-123.784599,333,Q3,Yes,8,72,,Yes,18.74,Yes,Yes,Fiber Optic,19,Yes,Yes,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,95.1,6843.15,0,0,1349.28,8192.43,3,Stayed,No,0,25,5584,,,Yes
0953-LGOVU,Male,19,Yes,No,Yes,Yes,3,United States,California,Clearlake,95422,"38.965804, -122.631779",38.965804,-122.631779,"13,485",Q3,Yes,7,12,Offer D,No,0,No,Yes,DSL,73,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Mailed Check,35.5,432.25,0,0,0,432.25,4,Stayed,No,0,75,2562,,,Yes
4692-NNQRU,Female,49,No,No,Yes,No,0,United States,California,Cloverdale,95425,"38.801936, -122.938935",38.801936,-122.938935,"9,210",Q3,Yes,7,21,Offer D,Yes,14.51,No,Yes,Fiber Optic,20,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,79.2,1742.45,0,0,304.71,2047.16,3,Stayed,No,0,24,4900,,,Yes
7742-MYPGI,Female,39,No,No,Yes,Yes,2,United States,California,Cobb,95426,"38.838088, -122.73203",38.838088,-122.73203,"1,591",Q3,Yes,3,6,,Yes,49.45,No,Yes,DSL,10,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.8,297.35,0,0,296.7,594.05,4,Stayed,No,0,45,4538,,,Yes
9619-GSATL,Female,38,No,No,No,No,0,United States,California,Dos Rios,95429,"39.756049, -123.358701",39.756049,-123.358701,91,Q3,No,0,43,,Yes,1.6,No,Yes,DSL,19,No,Yes,No,Yes,No,No,No,No,One Year,No,Bank Withdrawal,55.45,2444.25,0,130,68.8,2643.05,4,Stayed,No,0,48,3350,,,No
5622-UEJFI,Female,53,No,No,Yes,Yes,1,United States,California,Duncans Mills,95430,"38.445603, -123.063756",38.445603,-123.063756,187,Q3,Yes,9,35,,Yes,32.75,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.4,949.8,0,0,1146.25,2096.05,3,Stayed,No,0,38,5070,,,Yes
6203-HBZPA,Male,57,No,No,No,No,0,United States,California,Forestville,95436,"38.499302, -122.92444",38.499302,-122.92444,"6,216",Q3,No,0,52,,No,0,No,Yes,DSL,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,63.9,3334.95,0,0,0,3334.95,4,Stayed,No,0,36,5380,,,No
0484-FFVBJ,Male,43,No,No,No,No,0,United States,California,Fort Bragg,95437,"39.455555, -123.683979",39.455555,-123.683979,"14,417",Q3,No,0,32,,Yes,15.52,No,Yes,DSL,12,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,64.85,2010.95,0,0,496.64,2507.59,5,Stayed,No,0,29,4895,,,No
0301-FIDRB,Female,61,No,No,Yes,Yes,3,United States,California,Fulton,95439,"38.493888, -122.777141",38.493888,-122.777141,476,Q3,Yes,8,72,,No,0,No,Yes,DSL,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,63.8,4684.3,0,0,0,4684.3,4,Stayed,No,0,32,6107,,,Yes
4139-JPIAM,Male,31,No,No,No,No,0,United States,California,Geyserville,95441,"38.731771, -123.064272",38.731771,-123.064272,"2,349",Q3,No,0,51,,No,0,No,Yes,DSL,2,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,44.45,2181.55,0,0,0,2181.55,4,Stayed,No,0,62,6087,,,No
2181-TIDSV,Male,47,No,No,Yes,Yes,3,United States,California,Glen Ellen,95442,"38.368744, -122.522642",38.368744,-122.522642,"4,101",Q3,Yes,4,68,Offer A,Yes,19.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.95,1303.25,0,0,1343,2646.25,3,Stayed,No,0,70,6492,,,Yes
1936-CZAKF,Male,22,Yes,No,Yes,No,0,United States,California,Graton,95444,"38.434362, -122.86891",38.434362,-122.86891,390,Q3,Yes,8,49,,No,0,No,Yes,Cable,27,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,49.65,2409.9,0,0,0,2409.9,4,Stayed,No,0,29,4283,,,Yes
9453-PATOS,Female,24,Yes,No,Yes,No,0,United States,California,Gualala,95445,"38.848082, -123.50608",38.848082,-123.50608,"1,916",Q3,Yes,7,72,Offer A,Yes,20.54,No,Yes,Cable,41,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,85.1,6155.4,0,0,1478.88,7634.28,4,Stayed,No,0,39,4147,,,Yes
4402-FTBXC,Male,55,No,No,No,No,0,United States,California,Hopland,95449,"38.93706, -123.118111",38.93706,-123.118111,"1,373",Q3,No,0,54,,Yes,27.17,No,Yes,Fiber Optic,24,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,89.8,4667,0,0,1467.18,6134.18,3,Stayed,No,0,67,4980,,,No
2931-XIQBR,Female,41,No,No,Yes,Yes,3,United States,California,Kelseyville,95451,"38.93496, -122.792243",38.93496,-122.792243,"9,902",Q3,Yes,7,50,,Yes,47.48,No,Yes,Fiber Optic,27,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,103.05,5153.5,0,0,2374,7527.5,4,Stayed,No,0,72,5905,,,Yes
0106-UGRDO,Female,55,No,No,Yes,No,0,United States,California,Kenwood,95452,"38.419525, -122.521585",38.419525,-122.521585,"1,653",Q3,Yes,3,69,Offer A,Yes,38.52,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,116,8182.85,0,0,2657.88,10840.73,3,Stayed,No,0,37,4216,,,Yes
5542-TBBWB,Male,46,No,No,No,No,0,United States,California,Lakeport,95453,"39.080469, -122.955176",39.080469,-122.955176,"11,180",Q3,No,0,1,,Yes,9.36,No,Yes,Fiber Optic,14,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.9,69.9,0,10,9.36,89.26,4,Joined,No,0,26,3358,,,No
1930-QPBVZ,Male,31,No,No,Yes,Yes,2,United States,California,Laytonville,95454,"39.806141, -123.531098",39.806141,-123.531098,"2,706",Q3,Yes,3,68,Offer A,Yes,9.29,No,Yes,Fiber Optic,18,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,95.1,6683.4,0,0,631.72,7315.12,3,Stayed,No,0,38,5748,,,Yes
2606-PKWJB,Male,62,No,No,No,Yes,3,United States,California,Little River,95456,"39.245911, -123.77214",39.245911,-123.77214,882,Q3,No,0,40,,No,0,No,Yes,Cable,57,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,40.25,1564.05,0,0,0,1564.05,4,Stayed,No,0,30,4288,,,No
5322-ZSMZY,Male,26,Yes,No,Yes,Yes,3,United States,California,Lower Lake,95457,"38.925545, -122.549083",38.925545,-122.549083,"2,644",Q3,Yes,7,31,,Yes,7.03,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.75,755.6,0,0,217.93,973.53,4,Stayed,No,0,32,5472,,,Yes
5220-AGAAX,Male,60,No,No,Yes,Yes,1,United States,California,Mendocino,95460,"39.305545, -123.743697",39.305545,-123.743697,"2,229",Q3,Yes,8,68,Offer A,Yes,2.71,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24,1664.3,0,0,184.28,1848.58,4,Stayed,No,0,57,5440,,,Yes
0208-BPQEJ,Female,48,No,No,Yes,Yes,1,United States,California,Middletown,95461,"38.787446, -122.58675",38.787446,-122.58675,"7,789",Q3,No,0,12,Offer D,Yes,8.25,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.4,198.1,0,0,99,297.1,3,Stayed,No,0,29,3713,,,Yes
9435-JMLSX,Male,39,No,No,Yes,No,0,United States,California,Monte Rio,95462,"38.471049, -123.015549",38.471049,-123.015549,"1,537",Q3,Yes,7,71,Offer A,Yes,5.51,No,Yes,Cable,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,86.1,6045.9,0,0,391.21,6437.11,4,Stayed,No,0,52,6286,,,Yes
3352-ALMCK,Male,42,No,No,No,No,0,United States,California,Navarro,95463,"39.182916, -123.552571",39.182916,-123.552571,148,Q3,No,0,40,,Yes,32.78,Yes,Yes,Fiber Optic,29,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,102.65,4108.15,0,0,1311.2,5419.35,4,Stayed,No,0,52,3655,,,No
5312-IRCFR,Female,21,Yes,No,Yes,Yes,3,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,"2,223",Q3,Yes,8,64,,Yes,37.47,Yes,Yes,Fiber Optic,69,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,92.85,5980.75,0,0,2398.08,8378.83,4,Stayed,No,0,58,5206,,,Yes
5294-IMHHT,Male,44,No,No,Yes,No,0,United States,California,Occidental,95465,"38.415003, -122.998726",38.415003,-122.998726,"1,880",Q3,Yes,6,53,,Yes,32.94,Yes,Yes,Fiber Optic,17,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,97.75,5043.2,0,0,1745.82,6789.02,3,Stayed,No,0,41,4488,,,Yes
6176-YJWAS,Male,43,No,No,Yes,No,0,United States,California,Potter Valley,95469,"39.408634, -123.045516",39.408634,-123.045516,"1,884",Q3,Yes,1,72,Offer A,Yes,38.3,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,97.95,7114.25,0,0,2757.6,9871.85,4,Stayed,No,0,22,4256,,,Yes
5310-NOOVA,Male,51,No,No,No,No,0,United States,California,Redwood Valley,95470,"39.298065, -123.25211",39.298065,-123.25211,"5,995",Q3,No,0,46,,Yes,13.42,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.95,907.05,0,0,617.32,1524.37,5,Stayed,No,0,55,4006,,,No
4526-EXKKN,Male,27,Yes,No,No,No,0,United States,California,Rio Nido,95471,"38.522328, -122.97932",38.522328,-122.97932,298,Q3,No,0,40,,Yes,27.47,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.6,973.95,0,0,1098.8,2072.75,5,Stayed,No,0,65,2601,,,No
5311-IHLEI,Male,45,No,No,No,No,0,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,"31,266",Q3,No,0,12,Offer D,No,0,No,Yes,DSL,9,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.95,605.75,0,0,0,605.75,3,Stayed,No,0,73,2716,,,No
3987-KQDDU,Male,58,No,No,No,No,0,United States,California,Sonoma,95476,"38.25485, -122.461799",38.25485,-122.461799,"34,314",Q3,No,0,9,,Yes,21.11,No,Yes,Fiber Optic,6,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.6,661.55,0,0,189.99,851.54,3,Stayed,No,0,30,4990,,,No
3404-JNXAX,Female,40,No,No,Yes,Yes,2,United States,California,Ukiah,95482,"39.134075, -123.23422",39.134075,-123.23422,"30,988",Q3,Yes,9,51,Offer B,Yes,29.56,Yes,Yes,Fiber Optic,27,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.75,4116.9,0,0,1507.56,5624.46,4,Stayed,No,0,36,6032,,,Yes
5131-PONJI,Male,62,No,No,Yes,Yes,3,United States,California,Upper Lake,95485,"39.220368, -122.907693",39.220368,-122.907693,"2,344",Q3,Yes,10,49,Offer B,Yes,11.74,No,Yes,Fiber Optic,20,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,90.4,4494.65,0,0,575.26,5069.91,3,Stayed,No,0,72,5804,,,Yes
3489-VSFRD,Female,32,No,No,No,No,0,United States,California,Willits,95490,"39.492046, -123.375818",39.492046,-123.375818,"13,472",Q3,No,0,56,Offer B,Yes,30.86,No,Yes,DSL,22,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,60.25,3282.75,0,0,1728.16,5010.91,4,Stayed,No,0,40,4835,,,No
3345-JHUEO,Male,29,Yes,No,No,No,0,United States,California,Windsor,95492,"38.527297, -122.810044",38.527297,-122.810044,"23,701",Q3,No,0,4,,Yes,46.53,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.2,55.7,0,0,186.12,241.82,3,Stayed,No,0,45,4267,,,No
5815-HGGHV,Male,45,No,No,Yes,No,0,United States,California,Witter Springs,95493,"39.222323, -122.985488",39.222323,-122.985488,240,Q3,Yes,3,20,Offer D,Yes,33.78,No,Yes,DSL,18,Yes,No,No,Yes,No,Yes,Yes,No,One Year,Yes,Credit Card,64.15,1274.45,0,100,675.6,2050.05,4,Stayed,No,0,61,5969,,,Yes
5260-UMPWX,Female,41,No,No,Yes,Yes,1,United States,California,Yorkville,95494,"38.888351, -123.239647",38.888351,-123.239647,335,Q3,Yes,4,26,,Yes,24.44,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.25,493.95,0,0,635.44,1129.39,5,Stayed,No,0,43,5158,,,Yes
5649-RXQTV,Male,34,No,No,No,No,0,United States,California,Alderpoint,95511,"40.166028, -123.584144",40.166028,-123.584144,261,Q3,No,0,51,Offer B,Yes,42.33,No,Yes,Fiber Optic,2,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99,5038.15,0,0,2158.83,7196.98,5,Stayed,No,0,78,5787,,,No
2674-MIAHT,Female,26,Yes,No,No,No,0,United States,California,Blocksburg,95514,"40.309088, -123.668201",40.309088,-123.668201,199,Q3,No,0,4,,Yes,38.74,Yes,Yes,Fiber Optic,51,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,80.3,324.2,0,0,154.96,479.16,3,Stayed,No,0,70,3132,,,No
2576-HXMPA,Female,30,No,No,No,No,0,United States,California,Mckinleyville,95519,"40.965011, -124.015255",40.965011,-124.015255,"15,921",Q3,No,0,1,,Yes,8.23,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,19.55,0,0,8.23,27.78,4,Joined,No,0,38,5537,,,No
7587-AOVVU,Male,39,No,No,Yes,Yes,1,United States,California,Arcata,95521,"40.839958, -124.003757",40.839958,-124.003757,"19,596",Q3,No,0,27,,Yes,14.07,Yes,Yes,Fiber Optic,15,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,100.75,2793.55,0,0,379.89,3173.44,3,Stayed,No,0,31,3160,,,Yes
6898-MDLZW,Male,53,No,No,No,No,0,United States,California,Blue Lake,95525,"40.94338, -123.831799",40.94338,-123.831799,"1,584",Q3,No,0,12,Offer D,Yes,1.8,No,Yes,DSL,3,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,53.75,648.65,0,0,21.6,670.25,5,Stayed,No,0,28,5385,,,No
4707-YNOQA,Female,57,No,No,Yes,Yes,1,United States,California,Burnt Ranch,95527,"40.854512, -123.450097",40.854512,-123.450097,485,Q3,Yes,6,34,,Yes,25.69,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,25.6,917.15,0,0,873.46,1790.61,4,Stayed,No,0,43,5854,,,Yes
9357-UJRUN,Male,50,No,No,Yes,No,0,United States,California,Carlotta,95528,"40.497283, -123.93037",40.497283,-123.93037,"1,072",Q3,Yes,5,24,,Yes,34.01,Yes,Yes,Cable,4,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,58.35,1346.9,0,0,816.24,2163.14,3,Stayed,No,0,45,5428,,,Yes
7663-CUXZB,Male,34,No,No,Yes,No,0,United States,California,Fields Landing,95537,"40.726949, -124.217378",40.726949,-124.217378,228,Q3,Yes,9,59,Offer B,Yes,14.98,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,113.75,6561.25,0,0,883.82,7445.07,3,Stayed,No,0,23,6251,,,Yes
0258-NOKBL,Male,22,Yes,No,No,No,0,United States,California,Fortuna,95540,"40.584991, -124.121504",40.584991,-124.121504,"12,241",Q3,No,0,3,,Yes,31.48,No,Yes,Fiber Optic,73,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,90.4,268.45,0,0,94.44,362.89,5,Joined,No,0,61,5625,,,No
1163-VIPRI,Female,22,Yes,No,Yes,Yes,2,United States,California,Garberville,95542,"40.057784, -123.679461",40.057784,-123.679461,"2,423",Q3,Yes,4,65,Offer B,Yes,13.25,Yes,Yes,Fiber Optic,47,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,109.3,7337.55,0,0,861.25,8198.8,4,Stayed,No,0,51,6087,,,Yes
9348-ROUAI,Female,50,No,No,Yes,Yes,2,United States,California,Honeydew,95545,"40.342928, -124.063329",40.342928,-124.063329,82,Q3,Yes,5,59,Offer B,Yes,47.05,Yes,Yes,Cable,24,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,90.3,5194.05,0,0,2775.95,7970,3,Stayed,No,0,53,4617,,,Yes
9443-JUBUO,Male,24,Yes,No,Yes,Yes,3,United States,California,Hoopa,95546,"41.163637, -123.704841",41.163637,-123.704841,"3,041",Q3,Yes,9,72,Offer A,No,0,No,Yes,DSL,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,65.25,4478.85,0,80,0,4558.85,4,Stayed,No,0,67,6412,,,Yes
3043-TYBNO,Male,43,No,No,No,No,0,United States,California,Kneeland,95549,"40.664483, -123.865325",40.664483,-123.865325,264,Q3,No,0,3,,Yes,22.49,No,Yes,DSL,11,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,60.65,196.9,0,0,67.47,264.37,5,Joined,No,0,22,2111,,,No
4830-FAXFM,Male,62,No,No,No,Yes,2,United States,California,Korbel,95550,"40.7666, -123.80458",40.7666,-123.80458,155,Q3,No,0,19,Offer D,Yes,14.48,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,24.1,439.2,0,0,275.12,714.32,4,Stayed,No,0,35,2378,,,No
5906-BFOZT,Male,54,No,No,No,No,0,United States,California,Loleta,95551,"40.665952, -124.240051",40.665952,-124.240051,"1,447",Q3,No,0,1,,Yes,8.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.5,19.5,0,0,8.02,27.52,5,Joined,No,0,21,3753,,,No
2960-NKRSO,Male,60,No,No,No,No,0,United States,California,Mad River,95552,"40.390301, -123.412327",40.390301,-123.412327,265,Q3,No,0,24,,Yes,9.53,No,Yes,Fiber Optic,24,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.95,2107.15,0,0,228.72,2335.87,3,Stayed,No,0,52,5421,,,No
5598-IKHQQ,Female,39,No,No,No,No,0,United States,California,Myers Flat,95554,"40.267158, -123.805913",40.267158,-123.805913,644,Q3,No,0,72,Offer A,Yes,6.75,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.45,1866.45,0,0,486,2352.45,4,Stayed,No,0,42,4118,,,No
0397-ZXWQF,Male,24,Yes,No,No,No,0,United States,California,Orick,95555,"41.336354, -124.044354",41.336354,-124.044354,494,Q3,No,0,67,Offer A,Yes,47.31,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.5,1430.95,0,0,3169.77,4600.72,5,Stayed,No,0,45,4416,,,No
5266-PFRQK,Male,47,No,No,Yes,Yes,3,United States,California,Orleans,95556,"41.269521, -123.546958",41.269521,-123.546958,574,Q3,Yes,2,52,Offer B,Yes,39.48,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.85,1071.6,0,0,2052.96,3124.56,4,Stayed,No,0,56,4886,,,Yes
4674-HGNUA,Male,57,No,No,Yes,Yes,3,United States,California,Petrolia,95558,"40.274302, -124.210902",40.274302,-124.210902,300,Q3,Yes,6,71,Offer A,Yes,31.33,Yes,Yes,Cable,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.9,6457.15,0,0,2224.43,8681.58,3,Stayed,No,0,57,4444,,,Yes
6765-MBQNU,Female,56,No,No,Yes,No,0,United States,California,Phillipsville,95559,"40.184094, -123.745487",40.184094,-123.745487,163,Q3,Yes,7,26,,Yes,33.47,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,26,684.05,0,0,870.22,1554.27,5,Stayed,No,0,20,2244,,,Yes
9786-IJYDL,Female,49,No,No,No,No,0,United States,California,Redway,95560,"40.142256, -123.852927",40.142256,-123.852927,"1,851",Q3,No,0,35,,Yes,30.5,Yes,Yes,Fiber Optic,8,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,113.2,3914.05,0,0,1067.5,4981.55,4,Stayed,No,0,76,5723,,,No
1303-SRDOK,Female,52,No,No,Yes,Yes,2,United States,California,Rio Dell,95562,"40.485849, -124.163234",40.485849,-124.163234,"3,284",Q3,Yes,3,55,Offer B,Yes,27.87,No,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Two Year,Yes,Credit Card,69.05,3842.6,0,0,1532.85,5375.45,3,Stayed,No,0,67,4318,,,Yes
3769-MHZNV,Female,61,No,No,Yes,Yes,3,United States,California,Salyer,95563,"40.89866, -123.539754",40.89866,-123.539754,660,Q3,Yes,2,33,,Yes,24.27,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.1,670.35,0,0,800.91,1471.26,3,Stayed,No,0,25,3700,,,Yes
6295-OSINB,Male,20,Yes,No,Yes,No,0,United States,California,Samoa,95564,"40.809636, -124.189977",40.809636,-124.189977,395,Q3,Yes,2,72,Offer A,Yes,6.89,Yes,Yes,Fiber Optic,73,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,109.65,7880.25,0,10,496.08,8386.33,4,Stayed,No,0,25,6181,,,Yes
3308-MHOOC,Male,37,No,No,No,Yes,3,United States,California,Scotia,95565,"40.440636, -124.098739",40.440636,-124.098739,"1,125",Q3,No,0,1,,Yes,17.89,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.2,19.2,0,0,17.89,37.09,3,Joined,No,0,76,3383,,,No
4177-JPDFU,Male,35,No,No,No,No,0,United States,California,Redcrest,95569,"40.363446, -123.835041",40.363446,-123.835041,400,Q3,No,0,12,Offer D,No,0,No,Yes,Cable,6,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,34,442.45,0,0,0,442.45,3,Stayed,No,0,39,3215,,,No
2239-CFOUJ,Male,27,Yes,No,Yes,Yes,2,United States,California,Trinidad,95570,"41.162295, -124.027381",41.162295,-124.027381,"2,369",Q3,Yes,3,1,,Yes,27.5,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.4,20.4,0,0,27.5,47.9,4,Joined,No,0,54,4540,,,Yes
8046-DNVTL,Male,56,No,No,Yes,No,0,United States,California,Weott,95571,"40.310119, -123.909449",40.310119,-123.909449,270,Q3,Yes,8,62,Offer B,No,0,No,Yes,Cable,29,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,38.6,2345.55,0,0,0,2345.55,4,Stayed,No,0,45,4558,,,Yes
2209-XADXF,Female,40,No,No,No,No,0,United States,California,Willow Creek,95573,"40.949012, -123.655847",40.949012,-123.655847,"1,666",Q3,No,0,1,Offer E,No,0,No,Yes,DSL,15,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,25.25,25.25,0,10,0,35.25,5,Joined,No,0,28,4831,,,No
6620-JDYNW,Female,64,No,No,No,No,0,United States,California,Leggett,95585,"39.873371, -123.741474",39.873371,-123.741474,321,Q3,No,0,18,Offer D,Yes,10.97,Yes,Yes,DSL,9,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,60.6,1156.35,0,0,197.46,1353.81,3,Stayed,No,0,74,4459,,,No
4770-UEZOX,Male,19,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,2,Offer E,Yes,43.56,No,Yes,Fiber Optic,52,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.75,144.8,0,0,87.12,231.92,3,Joined,No,0,34,4545,,,No
1038-RQOST,Male,43,No,No,Yes,Yes,2,United States,California,Zenia,95595,"40.170357, -123.417298",40.170357,-123.417298,259,Q3,Yes,6,19,Offer D,Yes,4.7,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.6,414.95,0,0,89.3,504.25,3,Stayed,No,0,32,2276,,,Yes
4568-TTZRT,Male,36,No,No,No,No,0,United States,California,Auburn,95602,"38.99003, -121.114408",38.99003,-121.114408,"18,197",Q3,No,0,9,Offer E,Yes,13.72,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.4,181.8,0,0,123.48,305.28,5,Stayed,No,0,21,5380,,,No
9513-DXHDA,Male,58,No,No,No,No,0,United States,California,Auburn,95603,"38.912881, -121.082766",38.912881,-121.082766,"24,944",Q3,No,0,27,,Yes,49.25,No,Yes,DSL,4,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,81.7,2212.55,0,0,1329.75,3542.3,4,Stayed,No,0,39,2445,,,No
8084-OIVBS,Female,31,No,No,No,No,0,United States,California,Clarksburg,95612,"38.384648, -121.578701",38.384648,-121.578701,"1,417",Q3,No,0,11,Offer D,Yes,46.49,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20,211.95,0,0,511.39,723.34,4,Stayed,No,0,53,3731,,,No
8896-BQTTI,Male,41,No,No,No,No,0,United States,California,Cool,95614,"38.880622, -120.973865",38.880622,-120.973865,"3,674",Q3,No,0,1,Offer E,Yes,3.39,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,25,25,0,0,3.39,28.39,3,Joined,No,0,53,2371,,,No
3352-RICWQ,Female,45,No,No,Yes,Yes,2,United States,California,Davis,95616,"38.508735, -121.678813",38.508735,-121.678813,"67,411",Q3,Yes,6,9,Offer E,Yes,16.13,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,210.65,0,0,145.17,355.82,4,Stayed,No,0,24,2427,,,Yes
2160-GPFXD,Male,25,Yes,No,Yes,Yes,2,United States,California,Davis,95618,"38.544002, -121.685559",38.544002,-121.685559,648,Q3,Yes,1,54,Offer B,Yes,24.59,Yes,Yes,DSL,52,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,65.65,3566.7,0,0,1327.86,4894.56,3,Stayed,No,0,49,5725,,,Yes
2065-MMKGR,Female,47,No,No,No,No,0,United States,California,Diamond Springs,95619,"38.683605, -120.811852",38.683605,-120.811852,"4,426",Q3,No,0,29,,Yes,41.38,Yes,Yes,DSL,4,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,71,2080.1,0,0,1200.02,3280.12,5,Stayed,No,0,32,4226,,,No
1498-NHTLT,Male,21,Yes,No,Yes,Yes,3,United States,California,Citrus Heights,95621,"38.69549, -121.307864",38.69549,-121.307864,"41,636",Q3,Yes,4,59,Offer B,Yes,42.37,No,Yes,Cable,73,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,86.75,5186,0,150,2499.83,7835.83,3,Stayed,No,0,21,5020,,,Yes
1402-PTHGN,Female,22,Yes,No,Yes,Yes,2,United States,California,Elk Grove,95624,"38.434138, -121.30587",38.434138,-121.30587,"38,534",Q3,Yes,7,18,Offer D,Yes,40.36,No,Yes,DSL,51,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,61.5,1087.45,0,0,726.48,1813.93,4,Stayed,No,0,67,3479,,,Yes
5199-FPUSP,Male,64,No,No,No,Yes,2,United States,California,Esparto,95627,"38.834469, -122.127193",38.834469,-122.127193,"2,756",Q3,No,0,33,,No,0,No,Yes,Cable,12,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,34.05,1113.95,0,0,0,1113.95,3,Stayed,No,0,73,3044,,,No
6377-KSLXC,Male,31,No,No,No,No,0,United States,California,Fair Oaks,95628,"38.652065, -121.25441",38.652065,-121.25441,"40,750",Q3,No,0,5,,Yes,24.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,107.05,0,0,120.8,227.85,5,Stayed,No,0,20,4281,,,No
1796-JANOW,Female,33,No,No,No,No,0,United States,California,Fiddletown,95629,"38.513484, -120.704613",38.513484,-120.704613,850,Q3,No,0,2,Offer E,Yes,34.57,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,38.15,0,0,69.14,107.29,4,Joined,No,0,40,4079,,,No
0238-WHBIQ,Male,25,Yes,No,Yes,Yes,1,United States,California,Folsom,95630,"38.672638, -121.147403",38.672638,-121.147403,"51,855",Q3,Yes,10,72,Offer A,Yes,33.75,Yes,Yes,Cable,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.7,6339.3,0,0,2430,8769.3,3,Stayed,No,0,50,4193,,,Yes
8735-NBLWT,Male,34,No,No,No,Yes,2,United States,California,Foresthill,95631,"39.031876, -120.811141",39.031876,-120.811141,"5,714",Q3,No,0,9,Offer E,Yes,45.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.4,184.1,0,0,412.47,596.57,4,Stayed,No,0,67,4195,,,No
6651-RLGGM,Male,54,No,No,Yes,Yes,2,United States,California,Galt,95632,"38.274451, -121.259201",38.274451,-121.259201,"24,194",Q3,Yes,2,67,Offer A,Yes,14.54,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26.3,1688.9,0,0,974.18,2663.08,5,Stayed,No,0,52,6066,,,Yes
1614-JBEBI,Female,59,No,No,No,No,0,United States,California,Georgetown,95634,"38.9386, -120.785514",38.9386,-120.785514,"2,723",Q3,No,0,8,Offer E,Yes,26.47,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.7,137.6,0,0,211.76,349.36,5,Stayed,No,0,49,3330,,,No
5696-EXCYS,Male,50,No,No,No,No,0,United States,California,Hood,95639,"38.375325, -121.507935",38.375325,-121.507935,213,Q3,No,0,17,Offer D,Yes,39.34,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.45,369.05,0,0,668.78,1037.83,4,Stayed,No,0,29,5347,,,No
5795-KTGUD,Female,61,No,No,Yes,No,0,United States,California,Ione,95640,"38.33788, -120.954202",38.33788,-120.954202,"9,752",Q3,Yes,2,68,Offer A,Yes,46.7,Yes,Yes,Fiber Optic,14,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.8,7553.6,0,0,3175.6,10729.2,3,Stayed,No,0,67,4545,,,Yes
4702-HDRKD,Male,30,No,No,No,No,0,United States,California,Knights Landing,95645,"38.875508, -121.765866",38.875508,-121.765866,"1,793",Q3,No,0,67,Offer A,No,0,No,Yes,Cable,85,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,49.35,3321.35,0,0,0,3321.35,3,Stayed,No,0,33,5905,,,No
8512-WIWYV,Male,20,Yes,No,No,No,0,United States,California,Kirkwood,95646,"38.631489, -120.015167",38.631489,-120.015167,129,Q3,No,0,32,,Yes,36.78,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.35,707.5,0,0,1176.96,1884.46,5,Stayed,No,0,40,2433,,,No
1406-PUQVY,Male,29,Yes,No,No,Yes,1,United States,California,Madison,95653,"38.674276, -121.961866",38.674276,-121.961866,844,Q3,No,0,1,Offer E,Yes,6.35,No,Yes,DSL,76,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.9,49.9,0,0,6.35,56.25,5,Joined,No,0,39,3239,,,No
9114-AAFQH,Female,27,Yes,No,Yes,No,0,United States,California,North Highlands,95660,"38.671295, -121.388251",38.671295,-121.388251,"32,202",Q3,Yes,6,48,Offer B,Yes,49.88,No,Yes,DSL,42,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,65.65,3094.65,0,0,2394.24,5488.89,3,Stayed,No,0,67,5427,,,Yes
8715-KKTFG,Female,63,No,No,Yes,No,0,United States,California,Roseville,95661,"38.736685, -121.251984",38.736685,-121.251984,"25,173",Q3,Yes,6,61,Offer B,Yes,18.03,Yes,Yes,Fiber Optic,22,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.3,6518.35,0,0,1099.83,7618.18,5,Stayed,No,0,27,5401,,,Yes
1728-BQDMA,Female,22,Yes,No,No,No,0,United States,California,Penryn,95663,"38.859093, -121.182872",38.859093,-121.182872,"2,048",Q3,No,0,2,Offer E,Yes,18.7,No,Yes,DSL,59,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.45,82.7,0,0,37.4,120.1,3,Joined,No,0,26,5694,,,No
5117-ZSMHQ,Female,22,Yes,No,Yes,Yes,1,United States,California,Pioneer,95666,"38.546999, -120.271114",38.546999,-120.271114,"5,501",Q3,Yes,9,71,Offer A,Yes,37.57,Yes,Yes,DSL,85,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,89.9,6342.7,0,150,2667.47,9160.17,5,Stayed,No,0,54,5835,,,Yes
5151-HQRDG,Male,57,No,No,Yes,No,0,United States,California,Placerville,95667,"38.733714, -120.795213",38.733714,-120.795213,"34,146",Q3,Yes,6,37,,Yes,27.41,Yes,Yes,DSL,10,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,55.05,2030.75,0,0,1014.17,3044.92,5,Stayed,No,0,26,3839,,,Yes
0960-HUWBM,Male,40,No,No,Yes,Yes,3,United States,California,Pleasant Grove,95668,"38.833554, -121.498102",38.833554,-121.498102,901,Q3,No,0,65,Offer B,Yes,39.52,Yes,Yes,Fiber Optic,57,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.1,6700.05,0,0,2568.8,9268.85,4,Stayed,No,0,25,4024,,,Yes
6465-GSRCL,Female,19,Yes,No,No,Yes,2,United States,California,Plymouth,95669,"38.489273, -120.891614",38.489273,-120.891614,"2,220",Q3,No,0,67,Offer A,Yes,18.74,Yes,Yes,Fiber Optic,59,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.6,7244.7,0,0,1255.58,8500.28,4,Stayed,No,0,65,5895,,,No
0263-FJTQO,Male,53,No,No,Yes,Yes,2,United States,California,Rescue,95672,"38.724322, -120.991237",38.724322,-120.991237,"3,815",Q3,Yes,10,50,Offer B,Yes,44.49,Yes,Yes,Cable,28,Yes,No,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,70.5,3486.65,0,0,2224.5,5711.15,4,Stayed,No,0,60,4022,,,Yes
7319-ZNRTR,Male,43,No,No,Yes,Yes,2,United States,California,Rio Linda,95673,"38.688764, -121.457596",38.688764,-121.457596,"14,010",Q3,Yes,1,25,,Yes,15.76,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.6,411.15,0,0,394,805.15,4,Stayed,No,0,51,2888,,,Yes
7503-EPSZW,Female,45,No,No,Yes,Yes,3,United States,California,River Pines,95675,"38.545775, -120.743325",38.545775,-120.743325,364,Q3,Yes,5,64,Offer B,Yes,17.93,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Mailed Check,24.05,1559.15,0,0,1147.52,2706.67,3,Stayed,No,0,55,4582,,,Yes
7089-XXAYG,Male,37,No,No,Yes,No,0,United States,California,Rocklin,95677,"38.7904, -121.236973",38.7904,-121.236973,"21,510",Q3,Yes,10,25,,No,0,No,Yes,Cable,24,No,No,Yes,No,Yes,No,No,No,One Year,Yes,Credit Card,38.1,970.4,0,100,0,1070.4,5,Stayed,No,0,72,2315,,,Yes
1666-JXLKU,Female,64,No,No,No,No,0,United States,California,Shingle Springs,95682,"38.598936, -120.963092",38.598936,-120.963092,"24,738",Q3,No,0,37,Offer C,Yes,17.46,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.05,3810.55,0,0,646.02,4456.57,5,Stayed,No,0,52,2904,,,No
7855-DIWPO,Female,60,No,No,No,No,0,United States,California,Sloughhouse,95683,"38.470423, -121.114897",38.470423,-121.114897,"4,731",Q3,No,0,21,Offer D,Yes,30.59,No,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,68.65,1493.2,0,0,642.39,2135.59,5,Stayed,No,0,21,2006,,,No
5133-POWUA,Male,34,No,No,No,No,0,United States,California,Somerset,95684,"38.606703, -120.586659",38.606703,-120.586659,"2,958",Q3,No,0,1,,Yes,13.62,No,Yes,Cable,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.8,45.8,0,0,13.62,59.42,5,Joined,No,0,30,2614,,,No
5652-MSDEY,Female,37,No,No,No,No,0,United States,California,Sutter Creek,95685,"38.432145, -120.77069",38.432145,-120.77069,"4,610",Q3,No,0,10,,Yes,39.85,Yes,Yes,Fiber Optic,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,75.75,777.3,0,0,398.5,1175.8,5,Stayed,No,0,52,4525,,,No
1810-BOHSY,Male,63,No,No,Yes,No,0,United States,California,Vacaville,95687,"38.333133, -121.920151",38.333133,-121.920151,"63,157",Q3,Yes,7,51,Offer B,Yes,35,Yes,Yes,Fiber Optic,8,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,96.4,4911.05,0,0,1785,6696.05,3,Stayed,No,0,26,4745,,,Yes
1784-BXEFA,Female,63,No,No,No,No,0,United States,California,Vacaville,95688,"38.419088, -122.024568",38.419088,-122.024568,"32,564",Q3,No,0,10,,Yes,4.76,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.55,187.35,0,0,47.6,234.95,3,Stayed,No,0,43,3595,,,No
7351-MHQVU,Female,43,No,No,No,No,0,United States,California,Volcano,95689,"38.481902, -120.603668",38.481902,-120.603668,"1,273",Q3,No,0,6,Offer E,No,0,No,Yes,Cable,23,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,50.95,307.6,0,0,0,307.6,3,Stayed,No,0,79,3474,,,No
9224-VTYID,Male,30,No,No,Yes,Yes,3,United States,California,Walnut Grove,95690,"38.240419, -121.587535",38.240419,-121.587535,"2,344",Q3,Yes,10,47,Offer B,Yes,11.74,Yes,Yes,DSL,48,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Mailed Check,90.5,4318.35,0,0,551.78,4870.13,3,Stayed,No,0,30,3413,,,Yes
9500-IWPXQ,Female,52,No,No,Yes,Yes,2,United States,California,West Sacramento,95691,"38.627951, -121.593287",38.627951,-121.593287,"19,050",Q3,Yes,3,61,Offer B,Yes,40.48,Yes,Yes,DSL,20,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,79.4,4820.55,0,0,2469.28,7289.83,3,Stayed,No,0,74,4666,,,Yes
5762-TJXGK,Female,40,No,No,No,No,0,United States,California,Wheatland,95692,"39.043387, -121.409837",39.043387,-121.409837,"3,600",Q3,No,0,52,Offer B,No,0,No,Yes,DSL,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,58.75,3038.55,0,0,0,3038.55,4,Stayed,No,0,21,5122,,,No
4504-YOULA,Female,42,No,No,Yes,Yes,3,United States,California,Wilton,95693,"38.392559, -121.225093",38.392559,-121.225093,"5,889",Q3,No,0,35,Offer C,Yes,39.11,Yes,Yes,DSL,23,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,59.45,2136.9,0,0,1368.85,3505.75,3,Stayed,No,0,49,3682,,,Yes
5569-IDSEY,Male,52,No,No,Yes,No,0,United States,California,Winters,95694,"38.578604, -122.024579",38.578604,-122.024579,"8,406",Q3,Yes,8,71,Offer A,Yes,29.11,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.7,7472.15,0,0,2066.81,9538.96,4,Stayed,No,0,20,4420,,,Yes
7284-ZZLOH,Male,37,No,No,Yes,No,0,United States,California,Alta,95701,"39.218096, -120.79153",39.218096,-120.79153,751,Q3,Yes,10,45,,Yes,43.27,No,Yes,DSL,4,Yes,No,Yes,No,No,No,No,No,Two Year,No,Credit Card,53.3,2296.25,0,90,1947.15,4333.4,3,Stayed,No,0,79,2929,,,Yes
1777-JYQPJ,Male,19,Yes,No,No,No,0,United States,California,Colfax,95713,"39.084645, -120.894014",39.084645,-120.894014,"8,525",Q3,No,0,2,Offer E,No,0,No,Yes,DSL,59,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,24.3,38.45,0,0,0,38.45,4,Joined,No,0,77,2515,,,No
3401-URHDA,Male,59,No,No,No,No,0,United States,California,Emigrant Gap,95715,"39.23754, -120.720196",39.23754,-120.720196,185,Q3,No,0,51,,Yes,9.85,Yes,Yes,Cable,3,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,59.9,3043.6,0,0,502.35,3545.95,3,Stayed,No,0,42,5233,,,No
1599-EAHXY,Male,37,No,No,Yes,Yes,2,United States,California,Gold Run,95717,"39.170376, -120.838404",39.170376,-120.838404,407,Q3,Yes,1,60,,Yes,28.45,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,23.95,1506.4,0,0,1707,3213.4,5,Stayed,No,0,71,5449,,,Yes
8631-XVRZL,Male,40,No,No,No,No,0,United States,California,Kyburz,95720,"38.766036, -120.209673",38.766036,-120.209673,183,Q3,No,0,9,Offer E,Yes,48.61,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,20.15,163.7,0,0,437.49,601.19,4,Stayed,No,0,70,4004,,,No
3853-LYGAM,Male,58,No,No,No,No,0,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,"3,747",Q3,No,0,17,,Yes,21.14,Yes,Yes,Fiber Optic,5,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.65,1640,0,0,359.38,1999.38,4,Stayed,No,0,49,3139,,,No
5751-USDBL,Male,37,No,No,Yes,Yes,1,United States,California,Soda Springs,95728,"39.279068, -120.414275",39.279068,-120.414275,88,Q3,Yes,1,46,,Yes,45.95,No,Yes,Cable,10,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Mailed Check,81,3846.35,0,0,2113.7,5960.05,4,Stayed,No,0,57,4280,,,Yes
5680-LQOGP,Female,21,Yes,No,No,No,0,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,25,Q3,No,0,68,Offer A,Yes,14.86,No,Yes,Cable,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,82.45,5646.6,0,90,1010.48,6747.08,3,Stayed,No,0,70,5308,,,No
8189-DUKMV,Female,52,No,No,Yes,No,0,United States,California,Rancho Cordova,95742,"38.591134, -121.161585",38.591134,-121.161585,299,Q3,Yes,8,4,,Yes,44.73,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.5,79.05,0,0,178.92,257.97,5,Stayed,No,0,80,3233,,,Yes
9931-DCEZH,Male,55,No,No,No,Yes,1,United States,California,Roseville,95747,"38.784329, -121.373245",38.784329,-121.373245,"25,418",Q3,No,0,28,Offer C,Yes,34.43,No,Yes,DSL,22,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,54.4,1516.6,0,0,964.04,2480.64,3,Stayed,No,0,74,4711,,,No
1898-JSNDC,Female,23,Yes,No,No,No,0,United States,California,Elk Grove,95758,"38.35363, -121.44195",38.35363,-121.44195,"47,065",Q3,No,0,39,Offer C,Yes,48.17,No,Yes,DSL,58,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,58.6,2224.5,0,0,1878.63,4103.13,4,Stayed,No,0,46,5662,,,No
0315-LVCRK,Male,54,No,No,No,No,0,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,"22,028",Q3,No,0,11,,Yes,30.57,No,Yes,Fiber Optic,15,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.8,888.75,0,0,336.27,1225.02,4,Stayed,No,0,60,4924,,,No
3911-RSNHI,Female,46,No,No,Yes,No,0,United States,California,Rocklin,95765,"38.823278, -121.281856",38.823278,-121.281856,"15,494",Q3,Yes,2,71,Offer A,No,0,No,Yes,DSL,27,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,61.4,4310.35,0,0,0,4310.35,4,Stayed,No,0,37,5119,,,Yes
2410-CIYFZ,Male,42,No,No,No,Yes,2,United States,California,Woodland,95776,"38.694081, -121.694431",38.694081,-121.694431,"15,022",Q3,No,0,2,,Yes,49.53,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.4,42.9,0,0,99.06,141.96,3,Joined,No,0,77,3000,,,No
5505-OVWQW,Female,35,No,No,No,No,0,United States,California,Sacramento,95815,"38.608405, -121.449942",38.608405,-121.449942,"25,355",Q3,No,0,17,,Yes,4.38,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.15,353.65,0,0,74.46,428.11,5,Stayed,No,0,48,4650,,,No
7271-AJDTL,Female,64,No,No,Yes,No,0,United States,California,Sacramento,95816,"38.574856, -121.46504",38.574856,-121.46504,"16,164",Q3,Yes,1,55,,Yes,34.61,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,94.45,5073.1,0,0,1903.55,6976.65,5,Stayed,No,0,55,5577,,,Yes
1867-TJHTS,Female,47,No,No,No,No,0,United States,California,Sacramento,95817,"38.550722, -121.457314",38.550722,-121.457314,"14,966",Q3,No,0,58,,Yes,22.71,Yes,Yes,Fiber Optic,14,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.8,4526.85,0,0,1317.18,5844.03,4,Stayed,No,0,78,5709,,,No
4429-WYGFR,Male,36,No,No,No,No,0,United States,California,Sacramento,95821,"38.625096, -121.383658",38.625096,-121.383658,"35,426",Q3,No,0,26,Offer C,Yes,44.11,No,Yes,DSL,8,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.15,1237.3,0,0,1146.86,2384.16,4,Stayed,No,0,54,2752,,,No
2817-LVCPP,Female,36,No,No,No,No,0,United States,California,Sacramento,95822,"38.512569, -121.495184",38.512569,-121.495184,"44,683",Q3,No,0,50,,Yes,12.62,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,1023.95,0,0,631,1654.95,5,Stayed,No,0,41,6233,,,No
5038-ETMLM,Female,35,No,No,Yes,No,0,United States,California,Sacramento,95823,"38.475465, -121.443625",38.475465,-121.443625,"72,199",Q3,Yes,10,72,Offer A,Yes,29,Yes,Yes,Fiber Optic,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,113.65,8182.75,0,0,2088,10270.75,3,Stayed,No,0,38,5411,,,Yes
5056-FIMPT,Female,47,No,No,No,Yes,2,United States,California,Sacramento,95824,"38.517295, -121.439819",38.517295,-121.439819,"30,580",Q3,No,0,43,,Yes,10.19,No,Yes,Fiber Optic,10,Yes,Yes,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Credit Card,106,4532.3,0,130,438.17,5100.47,4,Stayed,No,0,76,3528,,,No
4521-WFJAI,Male,52,No,No,No,No,0,United States,California,Sacramento,95825,"38.590035, -121.412455",38.590035,-121.412455,"30,715",Q3,No,0,56,,Yes,47.82,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.95,1444.05,0,0,2677.92,4121.97,3,Stayed,No,0,40,4246,,,No
6569-KTMDU,Female,28,Yes,No,No,No,0,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,"38,818",Q3,No,0,1,,Yes,5.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.1,19.1,0,0,5.02,24.12,5,Joined,No,0,26,3313,,,No
8809-XKHMD,Male,62,No,No,Yes,No,0,United States,California,Sacramento,95828,"38.486938, -121.395805",38.486938,-121.395805,"54,880",Q3,Yes,5,72,Offer A,Yes,43.84,Yes,Yes,Fiber Optic,15,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,100.55,7325.1,0,0,3156.48,10481.58,5,Stayed,No,0,54,6082,,,Yes
0396-YCHWO,Male,58,No,No,Yes,No,0,United States,California,Sacramento,95829,"38.486502, -121.334051",38.486502,-121.334051,"11,396",Q3,Yes,4,36,Offer C,Yes,40.58,Yes,Yes,Fiber Optic,12,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.4,3474.2,0,0,1460.88,4935.08,3,Stayed,No,0,44,5111,,,Yes
0867-LDTTC,Male,51,No,No,No,No,0,United States,California,Sacramento,95830,"38.490508, -121.284171",38.490508,-121.284171,592,Q3,No,0,5,,Yes,45.69,No,Yes,Cable,4,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,75.15,392.65,0,0,228.45,621.1,4,Stayed,No,0,68,5900,,,No
2122-SZZZD,Male,60,No,No,No,No,0,United States,California,Sacramento,95834,"38.646209, -121.52446",38.646209,-121.52446,"8,403",Q3,No,0,44,,Yes,18.14,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.5,835.5,0,0,798.16,1633.66,4,Stayed,No,0,35,4220,,,No
3148-AOIQT,Female,23,Yes,No,Yes,No,0,United States,California,Sacramento,95837,"38.691607, -121.602284",38.691607,-121.602284,264,Q3,Yes,10,69,,Yes,45.12,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.95,1718.35,0,0,3113.28,4831.63,3,Stayed,No,0,45,4106,,,Yes
6692-YQHXC,Male,43,No,No,No,No,0,United States,California,Sacramento,95842,"38.687367, -121.34848",38.687367,-121.34848,"31,373",Q3,No,0,16,,Yes,27.43,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.95,1205.5,0,0,438.88,1644.38,5,Stayed,No,0,54,5596,,,No
3889-VWBID,Male,52,No,No,Yes,Yes,1,United States,California,Antelope,95843,"38.715498, -121.363411",38.715498,-121.363411,"36,432",Q3,Yes,1,68,,Yes,27.59,No,Yes,DSL,27,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,82.85,5776.45,0,0,1876.12,7652.57,4,Stayed,No,0,42,5184,,,Yes
5222-JCXZT,Male,31,No,No,No,No,0,United States,California,Sacramento,95864,"38.585826, -121.376263",38.585826,-121.376263,"23,362",Q3,No,0,4,,Yes,20.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19,78.9,0,0,80.64,159.54,4,Stayed,No,0,55,3022,,,No
9754-CLVZW,Female,40,No,No,Yes,Yes,3,United States,California,Marysville,95901,"39.19514, -121.503883",39.19514,-121.503883,"38,091",Q3,Yes,4,26,Offer C,No,0,No,Yes,Cable,23,Yes,Yes,No,Yes,No,No,No,No,Month-to-Month,No,Credit Card,38.85,1025.15,0,30,0,1055.15,4,Stayed,No,0,43,3970,,,Yes
2739-CCZMB,Male,39,No,No,No,Yes,1,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,118,Q3,No,0,5,,Yes,8.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,122,0,0,40.05,162.05,4,Stayed,No,0,60,3161,,,No
7080-TNUWP,Male,48,No,No,Yes,No,0,United States,California,Arbuckle,95912,"38.982373, -122.047751",38.982373,-122.047751,"4,796",Q3,Yes,5,70,,Yes,31.13,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,95,6602.9,0,0,2179.1,8782,4,Stayed,No,0,65,6259,,,Yes
0496-AHOOK,Male,61,No,No,Yes,No,0,United States,California,Bangor,95914,"39.396585, -121.38029",39.396585,-121.38029,626,Q3,Yes,10,24,Offer C,Yes,32.86,No,Yes,Cable,30,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,74.4,1712.9,0,0,788.64,2501.54,3,Stayed,No,0,68,4310,,,Yes
2468-SJFLM,Male,37,No,No,No,No,0,United States,California,Biggs,95917,"39.457388, -121.818201",39.457388,-121.818201,"3,169",Q3,No,0,1,,Yes,39.55,No,Yes,Fiber Optic,21,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,74.3,74.3,0,0,39.55,113.85,5,Joined,No,0,64,3063,,,No
3181-VTHOE,Male,19,Yes,No,Yes,No,0,United States,California,Browns Valley,95918,"39.292334, -121.320597",39.292334,-121.320597,"1,477",Q3,Yes,10,70,,No,0,No,Yes,DSL,41,No,Yes,Yes,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,51.05,3635.15,0,120,0,3755.15,4,Stayed,No,0,69,4042,,,Yes
7168-HDQHG,Female,56,No,No,Yes,Yes,2,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,"1,237",Q3,Yes,3,36,Offer C,Yes,20.57,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.2,702.9,0,0,740.52,1443.42,5,Stayed,No,0,79,3043,,,Yes
4567-AKPIA,Female,28,Yes,No,Yes,Yes,2,United States,California,Canyon Dam,95923,"40.171312, -121.120605",40.171312,-121.120605,86,Q3,Yes,3,41,,Yes,20.41,Yes,Yes,Fiber Optic,59,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.1,4454.25,0,0,836.81,5291.06,5,Stayed,No,0,77,4854,,,Yes
7901-HXJVA,Male,20,Yes,No,No,No,0,United States,California,Chico,95928,"39.681488, -121.83721",39.681488,-121.83721,"32,848",Q3,No,0,14,,Yes,18.46,No,Yes,Fiber Optic,26,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76.45,1117.55,0,0,258.44,1375.99,4,Stayed,No,0,52,2292,,,No
5924-IFQTT,Male,33,No,No,Yes,Yes,2,United States,California,Crescent Mills,95934,"40.080342, -120.957805",40.080342,-120.957805,178,Q3,Yes,4,13,,Yes,13.77,Yes,Yes,DSL,23,No,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,72.8,930.05,0,0,179.01,1109.06,4,Stayed,No,0,46,2862,,,Yes
7968-QUXNS,Male,24,Yes,No,No,No,0,United States,California,Dobbins,95935,"39.381174, -121.21191",39.381174,-121.21191,614,Q3,No,0,6,,Yes,27.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,18.95,110.15,0,0,165.24,275.39,4,Stayed,No,0,68,5920,,,No
8903-WMRNW,Female,55,No,No,Yes,No,0,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,"3,524",Q3,Yes,8,15,,Yes,24.12,No,Yes,Fiber Optic,13,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,101.75,1669.4,0,0,361.8,2031.2,3,Stayed,No,0,50,2919,,,Yes
2452-SNHFZ,Female,19,Yes,No,No,No,0,United States,California,Elk Creek,95939,"39.53222, -122.594879",39.53222,-122.594879,587,Q3,No,0,47,,Yes,48.03,No,Yes,Fiber Optic,69,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,75.45,3545.1,0,0,2257.41,5802.51,4,Stayed,No,0,66,4995,,,No
3629-WEAAM,Female,19,Yes,No,No,No,0,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,452,Q3,No,0,8,,Yes,45.04,No,Yes,DSL,73,No,No,Yes,Yes,No,Yes,Yes,No,Month-to-Month,No,Mailed Check,64.1,504.05,0,10,360.32,874.37,5,Stayed,No,0,25,2804,,,No
6029-CSMJE,Male,63,No,No,No,No,0,United States,California,Forest Ranch,95942,"40.077028, -121.494168",40.077028,-121.494168,"1,351",Q3,No,0,17,,No,0,No,Yes,Cable,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,25.65,440.2,0,0,0,440.2,3,Stayed,No,0,24,3090,,,No
7993-NQLJE,Male,39,No,No,Yes,Yes,1,United States,California,Glenn,95943,"39.597975, -122.032248",39.597975,-122.032248,"1,454",Q3,Yes,7,15,,Yes,32.73,No,Yes,Fiber Optic,17,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,75.1,1151.55,0,0,490.95,1642.5,4,Stayed,No,0,60,4634,,,Yes
9909-DFRJA,Female,60,No,No,No,No,0,United States,California,Goodyears Bar,95944,"39.564113, -120.868836",39.564113,-120.868836,76,Q3,No,0,26,Offer C,Yes,40.14,No,Yes,Fiber Optic,4,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,95.85,2475.35,0,0,1043.64,3518.99,3,Stayed,No,0,42,3834,,,No
9099-FTUHS,Female,40,No,No,No,No,0,United States,California,Grass Valley,95945,"39.194539, -120.988066",39.194539,-120.988066,"23,990",Q3,No,0,23,,Yes,48.63,Yes,Yes,Cable,11,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.4,1249.25,0,0,1118.49,2367.74,3,Stayed,No,0,22,2989,,,No
4962-CHQPW,Male,54,No,No,No,Yes,3,United States,California,Greenville,95947,"40.160386, -120.835428",40.160386,-120.835428,"2,064",Q3,No,0,29,Offer C,Yes,2,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.85,535.05,0,0,58,593.05,4,Stayed,No,0,26,2941,,,No
9467-ROOLM,Female,50,No,No,No,No,0,United States,California,Gridley,95948,"39.346898, -121.759537",39.346898,-121.759537,"9,763",Q3,No,0,25,Offer C,Yes,30.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.05,461.3,0,0,757,1218.3,5,Stayed,No,0,65,2692,,,No
2253-KPMNB,Female,29,Yes,No,Yes,Yes,2,United States,California,Live Oak,95953,"39.258746, -121.77697",39.258746,-121.77697,"8,695",Q3,Yes,10,69,,No,0,No,Yes,DSL,69,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,46.25,3121.4,0,0,0,3121.4,4,Stayed,No,0,33,4180,,,Yes
1345-ZUKID,Male,24,Yes,No,No,No,0,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,"11,168",Q3,No,0,14,Offer D,Yes,26.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.35,324.8,0,0,364.28,689.08,3,Stayed,No,0,39,2400,,,No
6429-SHBCB,Male,54,No,No,No,No,0,United States,California,Maxwell,95955,"39.281194, -122.226568",39.281194,-122.226568,"1,146",Q3,No,0,19,Offer D,Yes,13.76,Yes,Yes,DSL,4,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,69.6,1394.55,0,0,261.44,1655.99,4,Stayed,No,0,77,3349,,,No
2603-HVKCG,Male,20,Yes,No,No,No,0,United States,California,Meridian,95957,"39.068071, -121.832638",39.068071,-121.832638,776,Q3,No,0,31,Offer C,Yes,19.38,No,Yes,Fiber Optic,76,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.4,3143.65,0,0,600.78,3744.43,4,Stayed,No,0,72,2025,,,No
1834-WULEG,Male,61,No,No,Yes,Yes,2,United States,California,Nevada City,95959,"39.333737, -120.858667",39.333737,-120.858667,"17,269",Q3,Yes,5,24,Offer C,Yes,40.81,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.25,439.75,0,0,979.44,1419.19,4,Stayed,No,0,58,3000,,,Yes
9097-ZUBYC,Male,39,No,No,Yes,No,0,United States,California,North San Juan,95960,"39.423046, -120.984472",39.423046,-120.984472,565,Q3,Yes,4,14,Offer D,Yes,21.34,No,Yes,DSL,24,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,48.8,664.4,0,0,298.76,963.16,5,Stayed,No,0,77,2168,,,Yes
5148-ORICT,Female,23,Yes,No,Yes,No,0,United States,California,Olivehurst,95961,"39.082568, -121.55325",39.082568,-121.55325,"6,439",Q3,Yes,2,64,,Yes,18.03,No,Yes,Cable,42,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Mailed Check,74.35,4759.55,0,0,1153.92,5913.47,3,Stayed,No,0,80,4781,,,Yes
4893-GYUJU,Female,29,Yes,No,No,No,0,United States,California,Oregon House,95962,"39.342587, -121.249833",39.342587,-121.249833,"1,519",Q3,No,0,50,,Yes,17.88,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Mailed Check,19.35,1033,29.5,0,894,1897.5,3,Stayed,No,0,39,5247,,,No
4578-PHJYZ,Male,45,No,No,Yes,Yes,2,United States,California,Orland,95963,"39.748037, -122.302169",39.748037,-122.302169,"13,706",Q3,Yes,9,52,,Yes,5.51,No,Yes,Cable,19,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,68.75,3482.85,16.86,0,286.52,3752.51,3,Stayed,No,0,51,4172,,,Yes
7272-QDCKA,Male,31,No,No,No,No,0,United States,California,Oroville,95965,"39.624561, -121.552866",39.624561,-121.552866,"17,782",Q3,No,0,28,Offer C,Yes,12.36,Yes,Yes,Fiber Optic,13,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,100.2,2688.45,42.64,0,346.08,2991.89,3,Stayed,No,0,79,5137,,,No
8908-SLFCJ,Female,40,No,No,No,No,0,United States,California,Oroville,95966,"39.473896, -121.415927",39.473896,-121.415927,"28,382",Q3,No,0,21,Offer D,Yes,22.29,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.85,435.25,1.31,0,468.09,902.03,3,Stayed,No,0,35,5422,,,No
9766-HGEDE,Female,33,No,No,Yes,No,0,United States,California,Paradise,95969,"39.69676, -121.644379",39.69676,-121.644379,"28,318",Q3,Yes,3,17,Offer D,Yes,1.64,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,19.35,307,10.57,0,27.88,324.31,5,Stayed,No,0,77,2185,,,Yes
6968-MHOMU,Male,53,No,No,Yes,No,0,United States,California,Princeton,95970,"39.424957, -122.039307",39.424957,-122.039307,495,Q3,No,0,58,,No,0,No,Yes,Cable,23,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,45,2689.35,0,0,0,2689.35,3,Stayed,No,0,55,5006,,,Yes
5044-XDPYX,Female,59,No,No,Yes,No,0,United States,California,Chico,95973,"39.903272, -121.843567",39.903272,-121.843567,"26,971",Q3,Yes,7,51,,Yes,20.47,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,25.5,1281.25,0,0,1043.97,2325.22,5,Stayed,No,0,43,5447,,,Yes
1814-WFGVS,Male,53,No,No,Yes,Yes,3,United States,California,Richvale,95974,"39.495768, -121.747472",39.495768,-121.747472,74,Q3,Yes,3,72,,No,0,No,Yes,DSL,53,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Mailed Check,48.9,3527,34.44,0,0,3492.56,3,Stayed,No,0,47,5415,,,Yes
3721-WKIIL,Female,62,No,No,No,No,0,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,963,Q3,No,0,27,,Yes,15.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Mailed Check,19.6,561.15,13.07,0,416.07,964.15,5,Stayed,No,0,21,2896,,,No
6734-CKRSM,Female,38,No,No,No,No,0,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,28,Q3,No,0,3,,Yes,40.2,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20,63.6,0,0,120.6,184.2,3,Joined,No,0,65,4258,,,No
1265-ZFOSD,Female,33,No,No,Yes,No,0,United States,California,Stonyford,95979,"39.288127, -122.415841",39.288127,-122.415841,844,Q3,Yes,6,64,,Yes,16.61,Yes,Yes,Cable,4,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Mailed Check,81.3,5129.3,22.34,0,1063.04,6170,4,Stayed,No,0,74,5254,,,Yes
6568-POCUI,Female,51,No,No,Yes,No,0,United States,California,Strawberry Valley,95981,"39.58458, -121.093256",39.58458,-121.093256,101,Q3,Yes,3,45,,Yes,48.02,No,Yes,Fiber Optic,18,No,No,No,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,95.2,4285.8,43.95,50,2160.9,6452.75,5,Stayed,No,0,27,3363,,,Yes
5197-LQXXH,Female,56,No,No,Yes,No,0,United States,California,Taylorsville,95983,"40.053684, -120.743116",40.053684,-120.743116,513,Q3,Yes,9,71,,Yes,13.41,Yes,Yes,DSL,18,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,83.3,5894.5,37.44,0,952.11,6809.17,4,Stayed,No,0,24,4264,,,Yes
3457-PQBYH,Female,35,No,No,Yes,Yes,1,United States,California,Washington,95986,"39.34128, -120.786867",39.34128,-120.786867,145,Q3,Yes,6,58,,Yes,17.21,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.3,1160.75,25.57,0,998.18,2133.36,3,Stayed,No,0,66,4424,,,Yes
7682-AZNDK,Male,25,Yes,No,Yes,Yes,3,United States,California,Williams,95987,"39.117537, -122.284654",39.117537,-122.284654,"4,579",Q3,Yes,5,34,,Yes,18.36,No,Yes,Fiber Optic,85,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.85,3091.75,14.93,0,624.24,3701.06,5,Stayed,No,0,45,3096,,,Yes
5384-ZTTWP,Female,49,No,No,Yes,Yes,1,United States,California,Yuba City,95991,"39.02741, -121.614982",39.02741,-121.614982,"34,967",Q3,Yes,4,15,Offer D,Yes,17.43,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,19.8,272.95,18.55,0,261.45,515.85,4,Stayed,No,0,34,4167,,,Yes
3745-HRPHI,Male,49,No,No,Yes,Yes,3,United States,California,Yuba City,95993,"39.075694, -121.70606",39.075694,-121.70606,"27,786",Q3,No,0,66,,No,0,No,Yes,DSL,28,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,54.65,3632,46.75,0,0,3585.25,5,Stayed,No,0,42,4051,,,Yes
1231-YNDEK,Male,49,No,No,No,No,0,United States,California,Redding,96002,"40.527834, -122.318749",40.527834,-122.318749,"30,338",Q3,No,0,58,,Yes,29.31,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.15,1035.5,28.7,0,1699.98,2706.78,5,Stayed,No,0,25,6339,,,No
1407-DIGZV,Female,32,No,No,Yes,Yes,2,United States,California,Redding,96003,"40.677649, -122.29467",40.677649,-122.29467,"41,476",Q3,Yes,9,3,,Yes,45.33,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.1,52,0,0,135.99,187.99,5,Joined,No,0,30,3863,,,Yes
0570-BFQHT,Female,38,No,No,No,No,0,United States,California,Anderson,96007,"40.448632, -122.306657",40.448632,-122.306657,"21,418",Q3,No,0,9,,Yes,32.57,No,Yes,Fiber Optic,13,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.55,653.9,2.28,0,293.13,944.75,3,Stayed,No,0,26,3581,,,No
4393-OBCRR,Female,60,No,No,No,No,0,United States,California,Bella Vista,96008,"40.722733, -122.109666",40.722733,-122.109666,899,Q3,No,0,3,,Yes,1.47,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.25,71.2,0,0,4.41,75.61,3,Joined,No,0,31,4331,,,No
8564-LDKFL,Male,37,No,No,Yes,No,0,United States,California,Big Bar,96010,"40.775272, -123.287414",40.775272,-123.287414,269,Q3,Yes,1,40,Offer B,Yes,29.46,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106,4178.65,47.02,0,1178.4,5310.03,5,Stayed,No,0,77,5118,,,Yes
3696-DFHHB,Female,50,No,No,No,No,0,United States,California,Big Bend,96011,"41.096569, -121.879082",41.096569,-121.879082,265,Q3,No,0,68,,Yes,9.82,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.5,1821.8,16.85,0,667.76,2472.71,5,Stayed,No,0,37,5182,,,No
4717-GHADL,Female,39,No,No,No,No,0,United States,California,Callahan,96014,"41.388397, -122.794636",41.388397,-122.794636,290,Q3,No,0,50,Offer B,Yes,48.45,Yes,Yes,DSL,14,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Mailed Check,79.6,4024.2,0,0,2422.5,6446.7,4,Stayed,No,0,39,5592,,,No
5501-TVMGM,Male,21,Yes,No,No,No,0,United States,California,Canby,96015,"41.486953, -120.913975",41.486953,-120.913975,417,Q3,No,0,1,,Yes,39.19,No,Yes,DSL,69,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,55.25,55.25,0,60,39.19,154.44,5,Joined,No,0,49,3255,,,No
5879-HMFFH,Female,49,No,No,Yes,No,0,United States,California,Cassel,96016,"40.936285, -121.572692",40.936285,-121.572692,344,Q3,Yes,1,72,,Yes,38.28,Yes,Yes,DSL,24,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,88.05,6520.8,29.11,0,2756.16,9247.85,4,Stayed,No,0,42,6247,,,Yes
6772-WFQRD,Male,58,No,No,No,Yes,3,United States,California,Castella,96017,"41.121108, -122.336613",41.121108,-122.336613,228,Q3,No,0,40,Offer B,Yes,26.41,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.4,854.9,32.55,0,1056.4,1878.75,5,Stayed,No,0,59,3200,,,No
3810-DVDQQ,Female,28,Yes,No,Yes,Yes,1,United States,California,Shasta Lake,96019,"40.692523, -122.369876",40.692523,-122.369876,"6,277",Q3,Yes,10,72,,Yes,47.02,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,117.6,8308.9,5.44,0,3385.44,11688.9,3,Stayed,No,0,54,6173,,,Yes
6972-SNKKW,Female,60,No,No,No,No,0,United States,California,Chester,96020,"40.243494, -121.154733",40.243494,-121.154733,"2,664",Q3,No,0,6,,Yes,47.46,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20,109.2,0,0,284.76,393.96,3,Stayed,No,0,53,3142,,,No
3694-GLTJM,Female,62,No,No,No,No,0,United States,California,Corning,96021,"39.913777, -122.289984",39.913777,-122.289984,"13,840",Q3,No,0,5,,Yes,41.93,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.65,92.05,0,0,209.65,301.7,3,Stayed,No,0,42,2878,,,No
8550-XSXUQ,Male,41,No,No,Yes,No,0,United States,California,Cottonwood,96022,"40.336392, -122.448533",40.336392,-122.448533,"12,348",Q3,Yes,7,48,Offer B,Yes,38.82,Yes,Yes,Cable,8,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,70.55,3420.5,0,0,1863.36,5283.86,4,Stayed,No,0,39,3997,,,Yes
9055-MOJJJ,Female,39,No,No,Yes,Yes,2,United States,California,Douglas City,96024,"40.586588, -122.903677",40.586588,-122.903677,960,Q3,Yes,5,64,Offer B,Yes,26.7,No,Yes,Cable,17,Yes,No,No,Yes,Yes,No,No,No,One Year,No,Mailed Check,65.8,4068,27.79,20,1708.8,5769.01,3,Stayed,No,0,57,4754,,,Yes
4359-INNWN,Female,63,No,No,No,No,0,United States,California,Dunsmuir,96025,"41.212695, -122.392067",41.212695,-122.392067,"2,602",Q3,No,0,17,Offer D,Yes,3.84,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,337.9,43.68,0,65.28,359.5,4,Stayed,No,0,70,4828,,,No
0585-EGDDA,Male,41,No,No,Yes,No,0,United States,California,Etna,96027,"41.405193, -123.008567",41.405193,-123.008567,"2,156",Q3,Yes,8,40,Offer B,Yes,39.22,No,Yes,Fiber Optic,27,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80,3168.75,41.74,0,1568.8,4695.81,3,Stayed,No,0,31,2478,,,Yes
4032-RMHCI,Female,37,No,No,Yes,Yes,2,United States,California,Fall River Mills,96028,"41.017282, -121.468945",41.017282,-121.468945,"1,902",Q3,Yes,1,41,Offer B,No,0,No,Yes,Cable,16,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,35.4,1412.4,0,0,0,1412.4,4,Stayed,No,0,43,4375,,,Yes
3481-JHUZH,Male,36,No,No,Yes,No,0,United States,California,Forks Of Salmon,96031,"41.232128, -123.194748",41.232128,-123.194748,170,Q3,Yes,10,41,Offer B,Yes,39.39,Yes,Yes,Fiber Optic,3,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.25,3439,2.18,0,1614.99,5051.81,5,Stayed,No,0,49,5757,,,Yes
3594-IVHJZ,Female,31,No,No,No,No,0,United States,California,French Gulch,96033,"40.740138, -122.587476",40.740138,-122.587476,373,Q3,No,0,2,,Yes,47.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.45,42.45,0,0,94.38,136.83,5,Joined,No,0,56,2606,,,No
6869-FGJJC,Male,50,No,No,No,No,0,United States,California,Gazelle,96034,"41.411315, -122.697236",41.411315,-122.697236,392,Q3,No,0,68,,Yes,18.53,No,Yes,Fiber Optic,21,No,Yes,Yes,No,No,No,No,No,One Year,No,Credit Card,79.6,5461.45,3.26,10,1260.04,6728.23,4,Stayed,No,0,20,5210,,,No
3896-ZVNET,Female,42,No,No,Yes,Yes,3,United States,California,Gerber,96035,"40.03194, -122.176023",40.03194,-122.176023,"3,357",Q3,Yes,7,24,,Yes,20.74,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,24.7,571.75,0,0,497.76,1069.51,3,Stayed,No,0,56,5302,,,Yes
8205-VSLRB,Male,22,Yes,No,Yes,No,0,United States,California,Greenview,96037,"41.528541, -122.955018",41.528541,-122.955018,295,Q3,Yes,2,70,,Yes,4.8,Yes,Yes,Cable,41,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,77.3,5498.2,26.87,0,336,5807.33,3,Stayed,No,0,23,6252,,,Yes
5960-MVTUK,Male,58,No,No,No,No,0,United States,California,Grenada,96038,"41.599978, -122.539381",41.599978,-122.539381,616,Q3,No,0,3,Offer E,No,0,No,Yes,DSL,18,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.75,96.85,0,0,0,96.85,3,Joined,No,0,55,3425,,,No
6817-WTYHE,Male,56,No,No,No,No,0,United States,California,Happy Camp,96039,"41.831901, -123.487478",41.831901,-123.487478,"1,294",Q3,No,0,2,,Yes,5.08,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.9,111.05,0,0,10.16,121.21,4,Joined,No,0,26,4370,,,No
3082-VQXNH,Male,62,No,No,Yes,No,0,United States,California,Hat Creek,96040,"40.789799, -121.474529",40.789799,-121.474529,397,Q3,Yes,1,3,Offer E,No,0,No,Yes,DSL,4,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,29.8,94.4,0,0,0,94.4,3,Joined,No,0,32,5614,,,Yes
4931-TRZWN,Female,54,No,No,No,No,0,United States,California,Hornbrook,96044,"41.962127, -122.527696",41.962127,-122.527696,"1,026",Q3,No,0,13,Offer D,Yes,10.66,No,Yes,DSL,5,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,71.95,923.85,10.47,0,138.58,1051.96,3,Stayed,No,0,67,3605,,,No
0750-EKNGL,Male,44,No,No,No,No,0,United States,California,Hyampom,96046,"40.648024, -123.465088",40.648024,-123.465088,268,Q3,No,0,7,Offer E,Yes,47.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Mailed Check,20.75,141.1,0,0,330.33,471.43,5,Stayed,No,0,46,4476,,,No
7669-LCRSD,Male,49,No,No,Yes,Yes,2,United States,California,Igo,96047,"40.524535, -122.647172",40.524535,-122.647172,911,Q3,Yes,5,12,Offer D,Yes,17.27,No,Yes,Cable,29,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Mailed Check,56.3,628.65,0,0,207.24,835.89,3,Stayed,No,0,56,2047,,,Yes
3567-PQTSO,Male,40,No,No,Yes,Yes,1,United States,California,Junction City,96048,"40.913192, -123.06597",40.913192,-123.06597,734,Q3,Yes,7,53,Offer B,Yes,3.78,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.25,5576.3,0,0,200.34,5776.64,3,Stayed,No,0,56,6365,,,Yes
8043-PNYSD,Male,48,No,No,Yes,Yes,2,United States,California,Lakehead,96051,"40.883853, -122.418258",40.883853,-122.418258,"1,236",Q3,Yes,4,63,Offer B,Yes,10.67,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,19.55,1245.6,0,0,672.21,1917.81,5,Stayed,No,0,36,6002,,,Yes
9938-EKRGF,Female,58,No,No,No,No,0,United States,California,Lewiston,96052,"40.704293, -122.803899",40.704293,-122.803899,"1,845",Q3,No,0,15,Offer D,Yes,8.97,No,Yes,Cable,2,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,84.45,1287.85,0,0,134.55,1422.4,3,Stayed,No,0,46,4653,,,No
2703-AMTUL,Male,40,No,No,Yes,Yes,1,United States,California,Lookout,96054,"41.280478, -121.160249",41.280478,-121.160249,386,Q3,Yes,2,36,,Yes,8,No,Yes,Cable,19,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,53.65,1939.35,0,0,288,2227.35,4,Stayed,No,0,37,4113,,,Yes
8173-RXAYP,Female,51,No,No,Yes,Yes,1,United States,California,Mcarthur,96056,"41.10831, -121.360362",41.10831,-121.360362,"1,554",Q3,Yes,8,24,,Yes,30.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,452.55,0,0,729.84,1182.39,4,Stayed,No,0,42,4642,,,Yes
4825-XJGDM,Female,59,No,No,No,No,0,United States,California,Mccloud,96057,"41.251322, -122.105209",41.251322,-122.105209,"1,586",Q3,No,0,61,Offer B,No,0,No,Yes,DSL,8,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,43.7,2696.55,0,0,0,2696.55,4,Stayed,No,0,50,4051,,,No
5402-HTOTQ,Male,43,No,No,No,No,0,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,816,Q3,No,0,16,,Yes,5.79,Yes,Yes,DSL,4,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.3,875.35,0,0,92.64,967.99,5,Stayed,No,0,25,3771,,,No
6734-JDTTV,Male,55,No,No,Yes,Yes,1,United States,California,Manton,96059,"40.426679, -121.850421",40.426679,-121.850421,598,Q3,Yes,5,65,Offer B,Yes,33.47,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.85,1267.05,0,0,2175.55,3442.6,3,Stayed,No,0,52,6009,,,Yes
7850-THJMU,Female,40,No,No,Yes,Yes,2,United States,California,Mill Creek,96061,"40.331975, -121.460674",40.331975,-121.460674,78,Q3,Yes,4,26,,Yes,12.71,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,494.9,0,0,330.46,825.36,4,Stayed,No,0,37,4184,,,Yes
3890-RTCMS,Male,29,Yes,No,No,No,0,United States,California,Millville,96062,"40.531257, -122.148139",40.531257,-122.148139,830,Q3,No,0,16,,Yes,48.45,No,Yes,DSL,59,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.45,799,0,0,775.2,1574.2,4,Stayed,No,0,49,3446,,,No
3717-FDJFU,Male,19,Yes,No,No,Yes,1,United States,California,Montgomery Creek,96065,"40.877552, -121.885884",40.877552,-121.885884,431,Q3,No,0,5,Offer E,Yes,29.15,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.45,106.9,0,0,145.75,252.65,3,Stayed,No,0,75,3353,,,No
3665-JATSN,Female,19,Yes,No,No,No,0,United States,California,Mount Shasta,96067,"41.33832, -122.290756",41.33832,-122.290756,"7,309",Q3,No,0,19,,No,0,No,Yes,DSL,59,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,39.7,710.05,0,110,0,820.05,5,Stayed,No,0,65,4034,,,No
7966-YOTQW,Male,29,Yes,No,No,No,0,United States,California,Nubieber,96068,"41.082472, -121.195215",41.082472,-121.195215,240,Q3,No,0,10,,Yes,33.98,Yes,Yes,DSL,59,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.5,568.2,0,0,339.8,908,4,Stayed,No,0,59,4163,,,No
8853-TZDGH,Female,42,No,No,No,No,0,United States,California,Palo Cedro,96073,"40.582399, -122.195512",40.582399,-122.195512,"4,931",Q3,No,0,72,,Yes,24.19,Yes,Yes,Fiber Optic,13,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,111.6,8012.75,0,0,1741.68,9754.43,5,Stayed,No,0,59,5425,,,No
4324-BZCKL,Female,30,No,No,Yes,Yes,2,United States,California,Paynes Creek,96075,"40.343213, -121.815412",40.343213,-121.815412,433,Q3,Yes,6,10,,Yes,5.74,No,Yes,DSL,59,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.55,551.3,0,0,57.4,608.7,5,Stayed,No,0,41,2530,,,Yes
6924-TDGMT,Male,34,No,No,Yes,No,0,United States,California,Platina,96076,"40.367964, -122.937379",40.367964,-122.937379,215,Q3,Yes,6,11,,Yes,26.11,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.55,184.95,0,0,287.21,472.16,5,Stayed,No,0,23,3971,,,Yes
1536-YHDOE,Male,58,No,No,Yes,Yes,3,United States,California,Round Mountain,96084,"40.923558, -122.059933",40.923558,-122.059933,459,Q3,Yes,10,17,,Yes,32.27,Yes,Yes,Cable,28,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,62.1,1096.65,0,0,548.59,1645.24,3,Stayed,No,0,33,3937,,,Yes
8123-QBNAZ,Female,39,No,No,Yes,Yes,1,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,88,Q3,Yes,4,36,,Yes,43.7,Yes,Yes,Fiber Optic,26,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,104.5,3684.95,0,0,1573.2,5258.15,3,Stayed,No,0,49,4102,,,Yes
7711-YIJWC,Male,21,Yes,No,Yes,Yes,2,United States,California,Shingletown,96088,"40.497441, -121.827524",40.497441,-121.827524,"4,231",Q3,Yes,3,61,Offer B,Yes,12.72,No,Yes,Cable,48,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,84.9,5264.5,0,0,775.92,6040.42,3,Stayed,No,0,72,4413,,,Yes
5482-VXSXJ,Male,50,No,No,No,No,0,United States,California,Tehama,96090,"40.021787, -122.127576",40.021787,-122.127576,405,Q3,No,0,22,,Yes,46.5,No,Yes,Fiber Optic,17,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,93.2,2157.3,0,0,1023,3180.3,4,Stayed,No,0,26,4093,,,No
7365-BVCJH,Male,40,No,No,No,No,0,United States,California,Trinity Center,96091,"41.081847, -122.700545",41.081847,-122.700545,734,Q3,No,0,1,Offer E,No,0,No,Yes,DSL,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.4,24.4,0,0,0,24.4,5,Joined,No,0,66,3145,,,No
9620-ENEJV,Female,52,No,No,No,No,0,United States,California,Vina,96092,"39.955164, -122.018567",39.955164,-122.018567,439,Q3,No,0,6,Offer E,Yes,30.54,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,70.55,433.95,0,0,183.24,617.19,3,Stayed,No,0,52,4059,,,No
2378-YIZKA,Female,61,No,No,Yes,Yes,1,United States,California,Weed,96094,"41.465121, -122.380947",41.465121,-122.380947,"5,896",Q3,Yes,7,68,,Yes,6.28,No,Yes,DSL,16,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,85,5607.75,0,130,427.04,6164.79,3,Stayed,No,0,65,6221,,,Yes
0689-DSXGL,Female,61,No,No,Yes,Yes,1,United States,California,Yreka,96097,"41.764869, -122.671316",41.764869,-122.671316,"9,538",Q3,Yes,3,52,Offer B,Yes,16.87,No,Yes,Fiber Optic,24,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,85.8,4433.3,0,0,877.24,5310.54,3,Stayed,No,0,22,5494,,,Yes
6818-DJXAA,Female,43,No,No,No,Yes,3,United States,California,Alturas,96101,"41.468877, -120.54229",41.468877,-120.54229,"5,096",Q3,No,0,10,,Yes,42.93,No,Yes,Fiber Optic,52,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.1,964.35,0,0,429.3,1393.65,3,Stayed,No,0,50,3857,,,No
0464-WJTKO,Female,39,No,No,Yes,Yes,2,United States,California,Cedarville,96104,"41.505916, -120.152505",41.505916,-120.152505,857,Q3,Yes,10,72,,Yes,14.17,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.1,1460.85,0,0,1020.24,2481.09,5,Stayed,No,0,30,4598,,,Yes
8902-ZEOVF,Male,28,Yes,No,Yes,Yes,1,United States,California,Chilcoot,96105,"39.872961, -120.198876",39.872961,-120.198876,650,Q3,Yes,9,47,Offer B,Yes,6.51,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,951.55,0,0,305.97,1257.52,5,Stayed,No,0,64,5183,,,Yes
6778-EICRF,Male,57,No,No,Yes,Yes,1,United States,California,Clio,96106,"39.745805, -120.580882",39.745805,-120.580882,88,Q3,Yes,9,24,,Yes,8.67,Yes,Yes,Cable,10,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,74.8,1821.2,0,0,208.08,2029.28,4,Stayed,No,0,52,5535,,,Yes
2662-NNTDK,Male,50,No,No,No,No,0,United States,California,Coleville,96107,"38.42528, -119.475741",38.42528,-119.475741,"1,332",Q3,No,0,65,Offer B,Yes,45.87,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.8,1600.95,0,0,2981.55,4582.5,4,Stayed,No,0,76,5826,,,No
4132-KALRO,Female,31,No,No,No,No,0,United States,California,Davis Creek,96108,"41.750354, -120.403885",41.750354,-120.403885,104,Q3,No,0,4,Offer E,Yes,7.94,Yes,Yes,Fiber Optic,3,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Credit Card,100.85,399.25,0,10,31.76,441.01,4,Stayed,No,0,21,5354,,,No
2874-YXVVA,Female,38,No,No,No,No,0,United States,California,Herlong,96113,"40.198234, -120.18089",40.198234,-120.18089,946,Q3,No,0,34,,Yes,2.82,No,Yes,Fiber Optic,2,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.1,3634.8,0,0,95.88,3730.68,5,Stayed,No,0,68,3941,,,No
1245-HARPS,Female,46,No,No,Yes,No,0,United States,California,Janesville,96114,"40.294034, -120.512622",40.294034,-120.512622,"3,093",Q3,No,0,14,,Yes,14.61,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.4,292.4,0,0,204.54,496.94,3,Stayed,No,0,73,4556,,,Yes
4323-ELYYB,Male,54,No,No,Yes,Yes,2,United States,California,Likely,96116,"41.266008, -120.490731",41.266008,-120.490731,277,Q3,Yes,7,13,,Yes,4.26,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20,218.55,0,0,55.38,273.93,3,Stayed,No,0,27,5651,,,Yes
4293-ETKAP,Female,42,No,No,Yes,Yes,1,United States,California,Litchfield,96117,"40.507272, -120.338228",40.507272,-120.338228,385,Q3,Yes,10,65,Offer B,Yes,1.83,Yes,Yes,Cable,13,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,79.4,5071.9,0,0,118.95,5190.85,4,Stayed,No,0,65,4023,,,Yes
6064-PUPMC,Male,59,No,No,Yes,Yes,2,United States,California,Loyalton,96118,"39.637471, -120.226338",39.637471,-120.226338,"1,822",Q3,Yes,4,23,,Yes,37.86,No,Yes,DSL,30,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,57.2,1423.35,0,0,870.78,2294.13,3,Stayed,No,0,69,4021,,,Yes
6504-VBLFL,Male,38,No,No,Yes,No,0,United States,California,Madeline,96119,"41.042003, -120.506086",41.042003,-120.506086,85,Q3,Yes,9,55,Offer B,Yes,6.63,No,Yes,DSL,23,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,58.6,3068.6,0,0,364.65,3433.25,3,Stayed,No,0,49,6231,,,Yes
6322-PJJDJ,Male,58,No,No,Yes,No,0,United States,California,Markleeville,96120,"38.735789, -119.85798",38.735789,-119.85798,957,Q3,Yes,8,49,Offer B,Yes,36.3,No,Yes,Fiber Optic,9,No,Yes,No,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,94.8,4690.65,0,70,1778.7,6539.35,4,Stayed,No,0,29,4252,,,Yes
0330-BGYZE,Male,48,No,No,Yes,No,0,United States,California,Milford,96121,"40.181279, -120.392967",40.181279,-120.392967,481,Q3,Yes,8,60,Offer B,Yes,19.22,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,102.5,6157.6,0,0,1153.2,7310.8,5,Stayed,No,0,54,4968,,,Yes
1085-LDWAM,Female,24,Yes,No,Yes,Yes,2,United States,California,Portola,96122,"39.786755, -120.445626",39.786755,-120.445626,"4,236",Q3,Yes,5,69,,Yes,23.47,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.35,1442.65,0,0,1619.43,3062.08,3,Stayed,No,0,26,5188,,,Yes
7586-ZATGZ,Male,59,No,No,No,No,0,United States,California,Ravendale,96123,"40.845738, -120.322219",40.845738,-120.322219,61,Q3,No,0,40,,Yes,17.83,Yes,Yes,Fiber Optic,27,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.9,3369.05,0,0,713.2,4082.25,4,Stayed,No,0,37,2904,,,No
7197-VOJMM,Male,59,No,No,Yes,No,0,United States,California,Calpine,96124,"39.672813, -120.456699",39.672813,-120.456699,322,Q3,No,0,67,,Yes,47.46,No,Yes,DSL,20,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,69.2,4671.65,0,0,3179.82,7851.47,3,Stayed,No,0,43,4323,,,Yes
1843-TLSGD,Female,56,No,No,Yes,Yes,3,United States,California,Standish,96128,"40.346634, -120.386422",40.346634,-120.386422,408,Q3,Yes,6,13,,Yes,27.62,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.85,272.35,0,0,359.06,631.41,4,Stayed,No,0,58,3163,,,Yes
9626-VFRGG,Female,33,No,No,No,Yes,2,United States,California,Susanville,96130,"40.559177, -120.612113",40.559177,-120.612113,"19,440",Q3,No,0,41,,Yes,18.72,Yes,Yes,Fiber Optic,10,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.5,3645.05,0,0,767.52,4412.57,3,Stayed,No,0,27,5984,,,No
7075-BNDVQ,Female,46,No,No,No,No,0,United States,California,Termo,96132,"41.027281, -120.669427",41.027281,-120.669427,72,Q3,No,0,4,,No,0,No,Yes,DSL,26,Yes,No,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,35,135.75,0,50,0,185.75,4,Stayed,No,0,70,3523,,,No
9143-CANJF,Female,29,Yes,No,Yes,Yes,3,United States,California,Topaz,96133,"38.636052, -119.489162",38.636052,-119.489162,116,Q3,Yes,7,24,,Yes,27.37,No,Yes,DSL,85,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.15,1319.85,0,0,656.88,1976.73,3,Stayed,No,0,80,2200,,,Yes
7284-BUYEC,Female,46,No,No,No,No,0,United States,California,Tulelake,96134,"41.813521, -121.492666",41.813521,-121.492666,"2,595",Q3,No,0,5,Offer E,No,0,No,Yes,Cable,26,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,50.95,229.4,0,0,0,229.4,5,Stayed,No,0,69,3573,,,No
2041-JIJCI,Female,37,No,No,No,No,0,United States,California,Wendel,96136,"40.345949, -120.081187",40.345949,-120.081187,162,Q3,No,0,5,,Yes,44.78,Yes,Yes,Cable,29,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,64,370.25,0,0,223.9,594.15,5,Stayed,No,0,75,4421,,,No
4900-MSOMT,Female,39,No,No,Yes,Yes,3,United States,California,Carnelian Bay,96140,"39.227434, -120.091806",39.227434,-120.091806,"1,943",Q3,Yes,7,72,,Yes,49.12,Yes,Yes,DSL,23,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,80.2,5714.2,0,0,3536.64,9250.84,4,Stayed,No,0,24,6087,,,Yes
2229-VWQJH,Female,34,No,No,No,No,0,United States,California,Homewood,96141,"39.117018, -120.212535",39.117018,-120.212535,858,Q3,No,0,24,,Yes,4.82,No,Yes,DSL,16,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.3,1233.25,0,0,115.68,1348.93,5,Stayed,No,0,66,5394,,,No
9194-GFVOI,Female,25,Yes,No,Yes,No,0,United States,California,Tahoma,96142,"39.061227, -120.179546",39.061227,-120.179546,"1,291",Q3,Yes,4,42,,Yes,9.84,Yes,Yes,DSL,52,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.35,3571.6,0,0,413.28,3984.88,4,Stayed,No,0,59,3363,,,Yes
1336-EZFZY,Female,33,No,No,No,No,0,United States,California,Kings Beach,96143,"39.246654, -120.029273",39.246654,-120.029273,"4,806",Q3,No,0,4,,Yes,25.8,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,83.3,0,0,103.2,186.5,4,Stayed,No,0,30,4596,,,No
4282-MSACW,Male,39,No,No,No,No,0,United States,California,Tahoe City,96145,"39.178337, -120.162806",39.178337,-120.162806,"4,002",Q3,No,0,68,,Yes,32.67,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,117.2,8035.95,0,0,2221.56,10257.51,3,Stayed,No,0,55,4629,,,No
1403-LKLIK,Female,23,Yes,No,Yes,Yes,3,United States,California,Olympic Valley,96146,"39.191797, -120.212401",39.191797,-120.212401,942,Q3,Yes,3,33,,Yes,28.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,579.4,0,0,937.2,1516.6,3,Stayed,No,0,62,3342,,,Yes
9643-AVVWI,Female,49,No,No,Yes,Yes,3,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,"58,198",Q3,Yes,2,3,,Yes,19.18,No,Yes,Fiber Optic,22,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80,241.3,0,0,57.54,298.84,3,Joined,No,0,76,4264,,,Yes
0253-ZTEOB,Female,44,No,No,Yes,Yes,1,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,"67,852",Q3,Yes,5,48,,Yes,8.94,Yes,Yes,DSL,27,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,79.65,3870.3,0,0,429.12,4299.42,4,Stayed,No,0,50,3246,,,Yes
2706-QZIHY,Female,35,No,No,Yes,No,0,United States,California,Los Angeles,90005,"34.059281, -118.30742",34.059281,-118.30742,"43,019",Q3,Yes,9,15,,Yes,46.68,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.2,387.9,0,0,700.2,1088.1,4,Stayed,No,0,25,4411,,,Yes
6061-PQHMK,Female,50,No,No,No,No,0,United States,California,Los Angeles,90006,"34.048013, -118.293953",34.048013,-118.293953,"62,784",Q3,No,0,25,,Yes,1.36,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,527.5,0,0,34,561.5,5,Stayed,No,0,56,3048,,,No
6137-MFAJN,Female,62,No,No,No,No,0,United States,California,Los Angeles,90008,"34.008293, -118.346766",34.008293,-118.346766,"30,852",Q3,No,0,48,,No,0,No,Yes,Cable,23,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.8,2104.55,0,0,0,2104.55,3,Stayed,No,0,26,2469,,,No
9122-UMROB,Male,29,Yes,No,No,No,0,United States,California,Los Angeles,90010,"34.062125, -118.315709",34.062125,-118.315709,"1,957",Q3,No,0,1,,Yes,10.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.3,20.3,0,0,10.84,31.14,4,Joined,No,0,80,4270,,,No
4232-JGKIY,Male,22,Yes,No,No,No,0,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,"101,215",Q3,No,0,1,,Yes,26.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.2,19.2,0,0,26.37,45.57,4,Joined,No,0,27,2716,,,No
2402-TAIRZ,Female,48,No,No,No,No,0,United States,California,Los Angeles,90012,"34.065875, -118.238728",34.065875,-118.238728,"30,596",Q3,No,0,37,,Yes,9.61,No,Yes,Fiber Optic,11,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,80.05,3019.1,0,0,355.57,3374.67,5,Stayed,No,0,55,3364,,,No
9139-TWBAS,Female,34,No,No,Yes,No,0,United States,California,Los Angeles,90014,"34.043144, -118.251977",34.043144,-118.251977,"3,524",Q3,Yes,10,26,,No,0,No,Yes,Cable,28,Yes,Yes,Yes,No,Yes,No,No,No,One Year,No,Bank Withdrawal,47.85,1190.5,0,80,0,1270.5,4,Stayed,No,0,79,4362,,,Yes
6685-GBWJZ,Male,59,No,No,Yes,No,0,United States,California,Los Angeles,90015,"34.039224, -118.266293",34.039224,-118.266293,"15,140",Q3,Yes,6,63,,Yes,46.99,No,Yes,Cable,13,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,70.8,4448.8,0,0,2960.37,7409.17,3,Stayed,No,0,44,5114,,,Yes
3913-RDSJZ,Female,40,No,No,Yes,No,0,United States,California,Los Angeles,90019,"34.049841, -118.33846",34.049841,-118.33846,"67,520",Q3,Yes,9,64,,Yes,49.39,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.55,1714.95,0,0,3160.96,4875.91,4,Stayed,No,0,22,4312,,,Yes
4203-QGNZA,Female,27,Yes,No,No,Yes,3,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,"3,012",Q3,No,0,28,,Yes,26.09,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,535.35,0,0,730.52,1265.87,5,Stayed,No,0,54,4476,,,No
5043-TRZWM,Female,32,No,No,No,No,0,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,"68,701",Q3,No,0,1,,Yes,7.11,No,Yes,Fiber Optic,26,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.55,75.55,0,0,7.11,82.66,5,Joined,No,0,34,3503,,,No
9494-BDNNC,Male,36,No,No,Yes,No,0,United States,California,Los Angeles,90025,"34.046174, -118.446333",34.046174,-118.446333,"41,175",Q3,Yes,1,66,,Yes,25.83,Yes,Yes,Fiber Optic,24,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,95.3,6273.4,0,0,1704.78,7978.18,4,Stayed,No,0,49,5706,,,Yes
1640-PLFMP,Female,20,Yes,No,No,No,0,United States,California,Los Angeles,90026,"34.078991, -118.263804",34.078991,-118.263804,"73,686",Q3,No,0,1,,Yes,10.05,No,Yes,Fiber Optic,51,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.25,70.25,0,10,10.05,90.3,4,Joined,No,0,58,4063,,,No
5366-OBVMR,Female,42,No,No,Yes,No,0,United States,California,Los Angeles,90027,"34.127194, -118.295647",34.127194,-118.295647,"48,727",Q3,Yes,4,18,Offer D,Yes,35.96,No,Yes,DSL,17,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.3,908.75,0,0,647.28,1556.03,3,Stayed,No,0,67,3740,,,Yes
7644-OMVMY,Male,56,No,No,Yes,Yes,1,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,"41,713",Q3,Yes,5,10,,Yes,15.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,198.5,0,0,155.1,353.6,3,Stayed,No,0,53,2019,,,Yes
4573-JKNAE,Male,44,No,No,No,Yes,3,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,"46,960",Q3,No,0,12,Offer D,Yes,17.23,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.35,212.3,0,0,206.76,419.06,5,Stayed,No,0,74,2558,,,No
9817-APLHW,Male,37,No,No,No,No,0,United States,California,Los Angeles,90034,"34.030578, -118.399613",34.030578,-118.399613,"58,218",Q3,No,0,12,Offer D,Yes,2.29,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,25,316.2,0,0,27.48,343.68,4,Stayed,No,0,53,4408,,,No
8380-MQINP,Female,62,No,No,Yes,Yes,1,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,"27,799",Q3,Yes,3,55,,Yes,3.18,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.3,1079.05,0,0,174.9,1253.95,5,Stayed,No,0,36,5153,,,Yes
0840-DFEZH,Female,63,No,No,No,No,0,United States,California,Los Angeles,90036,"34.070291, -118.349191",34.070291,-118.349191,"32,901",Q3,No,0,7,,Yes,25.17,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.35,564.65,0,0,176.19,740.84,3,Stayed,No,0,37,4989,,,No
8690-ZVLCL,Female,49,No,No,Yes,Yes,1,United States,California,Los Angeles,90038,"34.088017, -118.327168",34.088017,-118.327168,"32,562",Q3,Yes,10,68,,Yes,43.51,Yes,Yes,DSL,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,88,6161.9,0,40,2958.68,9160.58,3,Stayed,No,0,44,5436,,,Yes
0384-LPITE,Male,38,No,No,No,No,0,United States,California,Los Angeles,90041,"34.137412, -118.207607",34.137412,-118.207607,"27,866",Q3,No,0,40,,No,0,No,Yes,Cable,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,62.05,2511.55,0,0,0,2511.55,3,Stayed,No,0,34,2290,,,No
4616-EWBNJ,Female,23,Yes,No,No,No,0,United States,California,Los Angeles,90042,"34.11572, -118.192754",34.11572,-118.192754,"64,672",Q3,No,0,16,Offer D,Yes,47.25,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.1,318.6,0,0,756,1074.6,3,Stayed,No,0,22,4545,,,No
1335-HQMKX,Female,49,No,No,Yes,No,0,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,"87,383",Q3,Yes,6,72,Offer A,Yes,46.1,Yes,Yes,Fiber Optic,23,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,101.35,7323.15,0,0,3319.2,10642.35,4,Stayed,No,0,25,4497,,,Yes
6923-AQONU,Male,32,No,No,Yes,Yes,1,United States,California,Los Angeles,90046,"34.108455, -118.362081",34.108455,-118.362081,"49,839",Q3,Yes,1,23,Offer D,Yes,18.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.9,454,0,0,434.93,888.93,3,Stayed,No,0,46,4076,,,Yes
4536-PLEQY,Male,44,No,No,Yes,No,0,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,"3,642",Q3,Yes,1,12,Offer D,Yes,44.6,No,Yes,Fiber Optic,20,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.05,999.8,0,0,535.2,1535,3,Stayed,No,0,80,2540,,,Yes
7029-IJEJK,Female,52,No,No,No,No,0,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,"38,128",Q3,No,0,54,,No,0,No,Yes,DSL,21,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,44.1,2369.7,0,0,0,2369.7,3,Stayed,No,0,32,6205,,,No
8871-JLMHM,Female,27,Yes,No,Yes,No,0,United States,California,Los Angeles,90061,"33.92128, -118.274186",33.92128,-118.274186,"24,511",Q3,Yes,3,68,Offer A,Yes,3.41,Yes,Yes,Fiber Optic,26,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,90.2,6297.65,0,0,231.88,6529.53,4,Stayed,No,0,55,4095,,,Yes
5447-VYTKW,Male,53,No,No,No,No,0,United States,California,Los Angeles,90064,"34.037251, -118.423573",34.037251,-118.423573,"24,505",Q3,No,0,27,,Yes,15.09,No,Yes,Cable,28,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,53.45,1461.45,0,0,407.43,1868.88,3,Stayed,No,0,75,2191,,,No
3623-FQBOX,Male,34,No,No,No,No,0,United States,California,Los Angeles,90065,"34.108833, -118.229715",34.108833,-118.229715,"47,534",Q3,No,0,21,Offer D,Yes,44.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.95,416.4,0,0,924.21,1340.61,5,Stayed,No,0,36,3632,,,No
3474-BAFSJ,Male,27,Yes,No,Yes,No,0,United States,California,West Hollywood,90069,"34.093781, -118.381061",34.093781,-118.381061,"20,408",Q3,Yes,2,57,,No,0,No,Yes,DSL,69,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,57.5,3265.95,0,150,0,3415.95,4,Stayed,No,0,75,4133,,,Yes
3865-ZFZIB,Male,25,Yes,No,No,No,0,United States,California,Los Angeles,90077,"34.102084, -118.451629",34.102084,-118.451629,"10,470",Q3,No,0,19,Offer D,Yes,34.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,358.15,0,0,658.92,1017.07,5,Stayed,No,0,21,5596,,,No
1855-AGAWH,Male,27,Yes,No,Yes,No,0,United States,California,Bell,90201,"33.970343, -118.171368",33.970343,-118.171368,"105,285",Q3,Yes,2,31,,Yes,36.69,No,Yes,Fiber Optic,52,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,93.8,2939.8,0,0,1137.39,4077.19,4,Stayed,No,0,46,2510,,,Yes
7109-CQYUZ,Male,34,No,No,No,No,0,United States,California,Beverly Hills,90210,"34.099891, -118.414338",34.099891,-118.414338,"21,397",Q3,No,0,52,,Yes,6.8,Yes,Yes,DSL,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,89.25,4652.4,0,0,353.6,5006,3,Stayed,No,0,31,4624,,,No
1370-GGAWX,Female,55,No,No,No,No,0,United States,California,Beverly Hills,90211,"34.063947, -118.383001",34.063947,-118.383001,"8,321",Q3,No,0,46,,Yes,33.18,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94.15,4408.45,0,0,1526.28,5934.73,5,Stayed,No,0,70,3924,,,No
5307-UVGNB,Female,40,No,No,Yes,Yes,3,United States,California,Compton,90220,"33.88151, -118.234451",33.88151,-118.234451,"47,305",Q3,Yes,5,53,,No,0,No,Yes,Cable,25,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,48.7,2495.2,0,0,0,2495.2,4,Stayed,No,0,54,4116,,,Yes
3642-BYHDO,Female,34,No,No,Yes,Yes,1,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,"24,908",Q3,Yes,4,71,Offer A,Yes,12.22,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.9,1389.35,0,0,867.62,2256.97,4,Stayed,No,0,31,5789,,,Yes
9629-NHXFW,Female,58,No,No,Yes,Yes,2,United States,California,Downey,90241,"33.940884, -118.128628",33.940884,-118.128628,"40,152",Q3,Yes,6,1,,Yes,48.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.4,19.4,0,0,48.79,68.19,5,Joined,No,0,72,3160,,,Yes
2696-RZVZW,Male,19,Yes,No,Yes,No,0,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,"42,459",Q3,Yes,4,68,Offer A,Yes,25.19,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.05,1629.2,0,0,1712.92,3342.12,5,Stayed,No,0,24,4187,,,Yes
5766-FTRTS,Male,35,No,No,Yes,No,0,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,"16,041",Q3,Yes,8,72,Offer A,Yes,35.06,No,Yes,DSL,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.45,6033.1,0,0,2524.32,8557.42,3,Stayed,No,0,50,6297,,,Yes
0396-HUJBP,Female,34,No,No,No,No,0,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,"47,758",Q3,No,0,2,,Yes,49.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.3,44.4,0,0,99.82,144.22,3,Joined,No,0,43,3009,,,No
8879-ZKJOF,Female,57,No,No,No,No,0,United States,California,Gardena,90249,"33.90139, -118.315697",33.90139,-118.315697,"26,442",Q3,No,0,41,,Yes,38.21,No,Yes,DSL,5,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,79.85,3320.75,0,0,1566.61,4887.36,4,Stayed,No,0,48,5556,,,No
6285-FTQBF,Male,53,No,No,Yes,Yes,3,United States,California,Hawthorne,90250,"33.914775, -118.348083",33.914775,-118.348083,"93,315",Q3,Yes,4,72,Offer A,Yes,36.82,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.55,1867.7,0,0,2651.04,4518.74,4,Stayed,No,0,40,6425,,,Yes
1474-JUWSM,Female,24,Yes,No,Yes,No,0,United States,California,Lynwood,90262,"33.923573, -118.200669",33.923573,-118.200669,"69,850",Q3,Yes,8,58,,Yes,26.99,Yes,Yes,Cable,53,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,68.4,3972.25,0,0,1565.42,5537.67,3,Stayed,No,0,62,5269,,,Yes
3530-CRZSB,Female,55,No,No,No,No,0,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,11,Q3,No,0,7,,Yes,15.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.65,155.9,0,0,108.78,264.68,5,Stayed,No,0,38,2100,,,No
8498-XXGWA,Female,63,No,No,Yes,No,0,United States,California,Malibu,90265,"34.074572, -118.831181",34.074572,-118.831181,"19,630",Q3,Yes,7,65,,Yes,19.99,No,Yes,DSL,26,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.15,3673.15,0,0,1299.35,4972.5,3,Stayed,No,0,34,6205,,,Yes
9617-INGJY,Male,31,No,No,No,No,0,United States,California,Manhattan Beach,90266,"33.889632, -118.39737",33.889632,-118.39737,"33,758",Q3,No,0,1,,Yes,36.12,No,Yes,Fiber Optic,14,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.6,70.6,0,0,36.12,106.72,3,Joined,No,0,61,3530,,,No
0621-TSSMU,Male,29,Yes,No,Yes,No,0,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,"28,094",Q3,No,0,56,,Yes,48.87,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.95,1126.75,0,0,2736.72,3863.47,5,Stayed,No,0,65,4838,,,Yes
7234-KMNRQ,Male,21,Yes,No,No,No,0,United States,California,Pacific Palisades,90272,"34.079449, -118.548306",34.079449,-118.548306,"22,548",Q3,No,0,4,,Yes,8.38,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19,73.45,0,0,33.52,106.97,5,Stayed,No,0,28,4345,,,No
7636-PEPNS,Female,44,No,No,Yes,Yes,3,United States,California,Palos Verdes Peninsula,90274,"33.788208, -118.404955",33.788208,-118.404955,"24,979",Q3,Yes,7,58,,Yes,22.65,No,Yes,Cable,25,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,44.1,2413.05,0,150,1313.7,3876.75,4,Stayed,No,0,44,5040,,,Yes
4683-WYDOU,Male,54,No,No,Yes,No,0,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,"41,263",Q3,Yes,8,62,,Yes,34.62,Yes,Yes,Fiber Optic,28,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,107.6,6912.7,0,0,2146.44,9059.14,4,Stayed,No,0,40,4697,,,Yes
9052-DHNKM,Male,23,Yes,No,No,No,0,United States,California,Redondo Beach,90277,"33.830453, -118.384565",33.830453,-118.384565,"34,191",Q3,No,0,26,,Yes,38.04,Yes,Yes,DSL,73,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,61.55,1581.95,0,0,989.04,2570.99,3,Stayed,No,0,30,5156,,,No
6794-HKIAJ,Male,44,No,No,No,No,0,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,"37,322",Q3,No,0,62,,Yes,18.9,Yes,Yes,Fiber Optic,2,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,90.7,5586.45,0,0,1171.8,6758.25,3,Stayed,No,0,67,5496,,,No
5578-NKCXI,Female,20,Yes,No,Yes,Yes,2,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,"96,267",Q3,Yes,9,58,,Yes,39.05,No,Yes,Fiber Optic,76,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,99.25,5846.65,0,0,2264.9,8111.55,3,Stayed,No,0,22,4098,,,Yes
1642-HMARX,Female,45,No,No,Yes,No,0,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,"5,451",Q3,Yes,10,68,Offer A,Yes,15.65,Yes,Yes,DSL,5,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,91.7,6424.7,0,0,1064.2,7488.9,3,Stayed,No,0,77,4113,,,Yes
3096-WPXBT,Female,60,No,No,Yes,Yes,1,United States,California,Venice,90291,"33.991782, -118.479229",33.991782,-118.479229,"31,021",Q3,Yes,5,61,Offer B,Yes,18.26,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,No,Yes,Yes,No,One Year,Yes,Credit Card,100.7,6018.65,0,90,1113.86,7222.51,3,Stayed,No,0,57,4804,,,Yes
8434-PNQZX,Female,56,No,No,No,No,0,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,"18,058",Q3,No,0,42,Offer B,Yes,20.27,Yes,Yes,DSL,15,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,78.45,3373.4,0,0,851.34,4224.74,4,Stayed,No,0,30,3192,,,No
5950-AAAGJ,Male,19,Yes,No,No,No,0,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,"11,264",Q3,No,0,18,Offer D,Yes,2.26,Yes,Yes,Fiber Optic,73,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,84.3,1537.9,0,0,40.68,1578.58,3,Stayed,No,0,72,4612,,,No
4299-OPXEJ,Female,57,No,No,No,No,0,United States,California,Inglewood,90301,"33.956445, -118.358634",33.956445,-118.358634,"37,527",Q3,No,0,56,Offer B,Yes,13.89,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.55,1080.55,0,0,777.84,1858.39,5,Stayed,No,0,56,5764,,,No
9618-LFJRU,Female,31,No,No,No,No,0,United States,California,Inglewood,90303,"33.936291, -118.332639",33.936291,-118.332639,"27,778",Q3,No,0,4,,Yes,3.05,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.45,82.85,0,0,12.2,95.05,5,Stayed,No,0,40,4344,,,No
6693-DJWTY,Female,46,No,No,No,Yes,3,United States,California,Inglewood,90304,"33.936827, -118.359824",33.936827,-118.359824,"28,680",Q3,No,0,35,,Yes,12.56,No,Yes,DSL,56,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,55.6,2016.45,0,0,439.6,2456.05,3,Stayed,No,0,80,5964,,,No
0744-GKNGE,Female,31,No,No,Yes,Yes,2,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,"13,779",Q3,No,0,64,Offer B,Yes,27.74,Yes,Yes,Fiber Optic,12,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.8,5327.25,0,0,1775.36,7102.61,3,Stayed,No,0,70,4915,,,Yes
6447-EGDIV,Female,23,Yes,No,No,No,0,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,"5,221",Q3,No,0,31,,Yes,31.79,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Mailed Check,20.95,683.25,0,0,985.49,1668.74,4,Stayed,No,0,69,5772,,,No
4854-SSLTN,Male,49,No,No,Yes,Yes,4,United States,California,Torrance,90502,"33.833181, -118.292062",33.833181,-118.292062,"17,058",Q3,Yes,8,2,Offer E,Yes,42.55,No,Yes,DSL,53,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Mailed Check,59.5,130.5,0,0,85.1,215.6,4,Joined,No,0,61,5613,,,Yes
5294-DMSFH,Female,32,No,No,Yes,Yes,2,United States,California,Torrance,90503,"33.840399, -118.353714",33.840399,-118.353714,"41,979",Q3,Yes,1,29,,Yes,33.62,No,Yes,Fiber Optic,13,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,87.8,2621.75,0,0,974.98,3596.73,4,Stayed,No,0,25,4780,,,Yes
4837-PZTIC,Female,54,No,No,No,No,0,United States,California,Torrance,90504,"33.867257, -118.330794",33.867257,-118.330794,"31,678",Q3,No,0,47,Offer B,No,0,No,Yes,Cable,23,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,41.9,1875.25,0,0,0,1875.25,3,Stayed,No,0,45,2540,,,No
0603-OLQDC,Male,41,No,No,No,Yes,1,United States,California,Whittier,90601,"34.007353, -118.033683",34.007353,-118.033683,"32,050",Q3,No,0,12,Offer D,Yes,27.07,No,Yes,Cable,29,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Mailed Check,69.85,837.5,0,0,324.84,1162.34,3,Stayed,No,0,36,5796,,,No
3272-VUHPV,Female,24,Yes,No,Yes,Yes,1,United States,California,Whittier,90602,"33.972119, -118.020188",33.972119,-118.020188,"26,265",Q3,Yes,10,8,,Yes,31.86,No,Yes,Cable,59,No,Yes,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,56.3,401.5,0,30,254.88,686.38,5,Stayed,No,0,21,3135,,,Yes
4176-FXYBO,Male,35,No,No,Yes,No,0,United States,California,Whittier,90603,"33.945318, -117.992066",33.945318,-117.992066,"19,109",Q3,Yes,9,54,Offer B,Yes,49.9,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,109.55,6118.95,0,0,2694.6,8813.55,4,Stayed,No,0,42,6130,,,Yes
1063-DHQJF,Male,56,No,No,Yes,Yes,3,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,"37,887",Q3,Yes,2,69,Offer A,Yes,20.32,No,Yes,Fiber Optic,56,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Mailed Check,92.15,6480.9,0,0,1402.08,7882.98,3,Stayed,No,0,30,5817,,,Yes
8663-UPDGF,Female,54,No,No,No,No,0,United States,California,Whittier,90605,"33.960891, -118.032222",33.960891,-118.032222,"38,181",Q3,No,0,26,Offer C,Yes,25.4,Yes,Yes,DSL,10,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.5,1800.05,0,0,660.4,2460.45,4,Stayed,No,0,55,3866,,,No
6719-FGEDO,Female,27,Yes,No,Yes,No,0,United States,California,Whittier,90606,"33.976678, -118.065875",33.976678,-118.065875,"32,148",Q3,Yes,1,72,Offer A,Yes,38.79,Yes,Yes,Fiber Optic,42,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,97,7104.2,0,0,2792.88,9897.08,4,Stayed,No,0,67,6302,,,Yes
1837-YQUCE,Female,54,No,No,No,No,0,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,"44,442",Q3,No,0,70,Offer A,No,0,No,Yes,DSL,13,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,58.35,4214.25,0,0,0,4214.25,3,Stayed,No,0,55,4093,,,No
0369-ZGOVK,Female,56,No,No,Yes,Yes,2,United States,California,Cypress,90630,"33.818477, -118.038307",33.818477,-118.038307,"47,344",Q3,Yes,6,28,Offer C,Yes,12.94,No,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,70.4,1992.2,0,0,362.32,2354.52,3,Stayed,No,0,54,5195,,,Yes
9919-KNPOO,Female,60,No,No,Yes,No,0,United States,California,La Mirada,90638,"33.902045, -118.008961",33.902045,-118.008961,"47,568",Q3,Yes,6,21,Offer D,Yes,27.66,Yes,Yes,Fiber Optic,8,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.3,1948.35,0,30,580.86,2559.21,3,Stayed,No,0,55,2058,,,Yes
7872-BAAZR,Female,49,No,No,Yes,Yes,1,United States,California,Norwalk,90650,"33.905963, -118.08263",33.905963,-118.08263,"103,214",Q3,Yes,10,53,Offer B,Yes,30.31,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.55,1007.9,0,0,1606.43,2614.33,5,Stayed,No,0,29,4670,,,Yes
9391-LMANN,Male,38,No,No,No,Yes,3,United States,California,Pico Rivera,90660,"33.989524, -118.089299",33.989524,-118.089299,"63,288",Q3,No,0,53,Offer B,Yes,33.74,No,Yes,Fiber Optic,56,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,95.95,5036.9,0,0,1788.22,6825.12,3,Stayed,No,0,61,4523,,,No
8174-TBVCF,Female,30,No,No,Yes,No,0,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,"29,694",Q3,Yes,7,70,Offer A,Yes,26.47,Yes,Yes,DSL,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,94.8,6859.05,0,0,1852.9,8711.95,3,Stayed,No,0,71,5072,,,Yes
1698-XFZCI,Male,30,No,No,No,No,0,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,"16,398",Q3,No,0,61,Offer B,Yes,42.4,Yes,Yes,Fiber Optic,71,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,107.75,6521.9,0,0,2586.4,9108.3,3,Stayed,No,0,29,5364,,,No
1877-HKBQX,Female,21,Yes,No,No,No,0,United States,California,Cerritos,90703,"33.8681, -118.067402",33.8681,-118.067402,"51,556",Q3,No,0,11,Offer D,Yes,1.16,No,Yes,DSL,41,Yes,No,No,Yes,No,No,No,Yes,One Year,Yes,Mailed Check,54.6,617.85,0,0,12.76,630.61,4,Stayed,No,0,49,2573,,,No
4450-DLLMH,Male,53,No,No,No,No,0,United States,California,Avalon,90704,"33.391181, -118.421305",33.391181,-118.421305,"3,699",Q3,No,0,2,Offer E,Yes,6.74,No,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,71.3,157.75,0,0,13.48,171.23,3,Joined,No,0,43,2274,,,No
0428-AXXLJ,Male,29,Yes,No,No,No,0,United States,California,Bellflower,90706,"33.887676, -118.127289",33.887676,-118.127289,"72,893",Q3,No,0,25,Offer C,Yes,3.58,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.5,516.3,0,0,89.5,605.8,4,Stayed,No,0,36,4761,,,No
2746-DIJLO,Female,40,No,No,No,No,0,United States,California,Harbor City,90710,"33.798266, -118.300237",33.798266,-118.300237,"24,660",Q3,No,0,41,Offer B,Yes,36.47,Yes,Yes,DSL,8,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,56.3,2364,0,0,1495.27,3859.27,5,Stayed,No,0,46,2994,,,No
3508-VLHCZ,Female,43,No,No,Yes,Yes,3,United States,California,Lakewood,90715,"33.841027, -118.078097",33.841027,-118.078097,"20,890",Q3,Yes,10,71,Offer A,Yes,41.71,Yes,Yes,Cable,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.55,6239.05,0,0,2961.41,9200.46,4,Stayed,No,0,66,6009,,,Yes
4086-ATNFV,Female,34,No,No,Yes,Yes,1,United States,California,Hawaiian Gardens,90716,"33.830431, -118.074071",33.830431,-118.074071,"14,852",Q3,Yes,7,34,Offer C,Yes,49.58,No,Yes,Cable,16,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Mailed Check,60.8,2042.05,0,0,1685.72,3727.77,4,Stayed,No,0,48,4522,,,Yes
0468-YRPXN,Male,62,No,No,No,No,0,United States,California,Lomita,90717,"33.794209, -118.317354",33.794209,-118.317354,"21,065",Q3,No,0,29,Offer C,Yes,48.2,No,Yes,Fiber Optic,19,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,98.8,2807.1,0,0,1397.8,4204.9,5,Stayed,No,0,42,4580,,,No
3739-YBWAB,Male,37,No,No,Yes,No,0,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,"55,306",Q3,Yes,7,36,Offer C,No,0,No,Yes,Cable,23,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Mailed Check,35.35,1317.95,0,0,0,1317.95,4,Stayed,No,0,60,3314,,,Yes
7047-FWEYA,Female,41,No,No,Yes,No,0,United States,California,San Pedro,90731,"33.736387, -118.284363",33.736387,-118.284363,"58,639",Q3,Yes,3,46,Offer B,Yes,33.22,Yes,Yes,Fiber Optic,29,No,Yes,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,103.15,4594.65,0,130,1528.12,6252.77,3,Stayed,No,0,32,3517,,,Yes
2000-MPKCA,Female,51,No,No,No,No,0,United States,California,San Pedro,90732,"33.744119, -118.31448",33.744119,-118.31448,"21,279",Q3,No,0,58,Offer B,Yes,46.7,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,107.75,6332.75,0,0,2708.6,9041.35,3,Stayed,No,0,57,5121,,,No
9762-YAQAA,Male,54,No,No,No,No,0,United States,California,Seal Beach,90740,"33.75462, -118.071128",33.75462,-118.071128,"24,180",Q3,No,0,39,Offer C,Yes,36.93,Yes,Yes,Fiber Optic,12,No,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,81.4,3213.75,0,0,1440.27,4654.02,4,Stayed,No,0,22,4104,,,No
5473-KHBPS,Female,53,No,No,Yes,Yes,3,United States,California,Surfside,90743,"33.728273, -118.085304",33.728273,-118.085304,174,Q3,Yes,8,52,Offer B,Yes,8.16,Yes,Yes,Fiber Optic,20,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,95.7,4976.15,0,0,424.32,5400.47,3,Stayed,No,0,31,4415,,,Yes
8950-MTZNV,Male,61,No,No,No,No,0,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,"25,566",Q3,No,0,1,Offer E,Yes,13.63,No,Yes,DSL,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,44.95,44.95,0,0,13.63,58.58,5,Joined,No,0,75,3256,,,No
0326-VDYXE,Female,21,Yes,No,Yes,No,0,United States,California,Long Beach,90802,"33.752524, -118.210737",33.752524,-118.210737,"38,427",Q3,Yes,9,70,Offer A,Yes,16.66,Yes,Yes,Fiber Optic,26,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,97.65,6982.5,0,80,1166.2,8228.7,4,Stayed,No,0,35,4252,,,Yes
0436-TWFFZ,Female,21,Yes,No,No,No,0,United States,California,Long Beach,90805,"33.864622, -118.179626",33.864622,-118.179626,"91,664",Q3,No,0,67,Offer A,Yes,8.71,Yes,Yes,DSL,41,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Mailed Check,85.25,5714.2,1.31,0,583.57,6296.46,4,Stayed,No,0,61,6322,,,No
8566-YPRGL,Female,57,No,No,No,No,0,United States,California,Long Beach,90806,"33.802664, -118.179971",33.802664,-118.179971,"49,647",Q3,No,0,1,Offer E,Yes,33.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.5,19.5,0,0,33.02,52.52,4,Joined,No,0,23,5279,,,No
6609-MXJHJ,Female,39,No,No,Yes,Yes,2,United States,California,Long Beach,90808,"33.823943, -118.111335",33.823943,-118.111335,"37,417",Q3,Yes,6,30,Offer C,Yes,47.21,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.1,789.55,15.41,0,1416.3,2190.44,3,Stayed,No,0,35,5851,,,Yes
2669-OIDSD,Female,58,No,No,Yes,No,0,United States,California,Long Beach,90810,"33.819814, -118.222416",33.819814,-118.222416,"35,656",Q3,Yes,3,48,Offer B,Yes,1.02,No,Yes,Fiber Optic,2,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,100.05,4834,37.45,0,48.96,4845.51,5,Stayed,No,0,34,3468,,,Yes
8400-WZICQ,Female,49,No,No,Yes,Yes,2,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,"63,136",Q3,Yes,9,55,Offer B,Yes,36.41,No,Yes,DSL,14,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.7,3131.8,34.16,0,2002.55,5100.19,3,Stayed,No,0,61,4149,,,Yes
9576-SYUHJ,Male,29,Yes,No,No,No,0,United States,California,Long Beach,90815,"33.797638, -118.11662",33.797638,-118.11662,"38,902",Q3,No,0,37,Offer C,Yes,12.69,Yes,Yes,Fiber Optic,69,Yes,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,91.15,3369.25,17.5,50,469.53,3871.28,3,Stayed,No,0,37,3194,,,No
0410-IPFTY,Female,64,No,No,Yes,No,0,United States,California,Long Beach,90822,"33.778436, -118.118648",33.778436,-118.118648,425,Q3,Yes,1,31,Offer C,Yes,12.03,No,Yes,Fiber Optic,9,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,83.85,2674.15,11.37,0,372.93,3035.71,3,Stayed,No,0,56,4283,,,Yes
2831-EBWRN,Male,46,No,No,No,No,0,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,"36,243",Q3,No,0,4,Offer E,Yes,33.93,No,Yes,Cable,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.9,199.75,0,0,135.72,335.47,3,Stayed,No,0,39,3200,,,No
9430-NKQLY,Male,49,No,No,Yes,Yes,2,United States,California,Arcadia,91006,"34.137319, -118.029837",34.137319,-118.029837,"30,028",Q3,Yes,7,72,Offer A,Yes,27.93,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.1,1790.8,46.81,0,2010.96,3754.95,3,Stayed,No,0,52,4185,,,Yes
0247-SLUJI,Male,37,No,No,Yes,Yes,3,United States,California,Duarte,91010,"34.145695, -117.95982",34.145695,-117.95982,"27,414",Q3,Yes,2,1,,Yes,34.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,19.7,0,0,34.28,53.98,5,Joined,No,0,43,2004,,,Yes
6483-OATDN,Male,47,No,No,Yes,Yes,1,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,"41,067",Q3,Yes,7,8,,Yes,10.36,No,Yes,DSL,20,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,51.3,411.6,15.02,0,82.88,479.46,4,Stayed,No,0,66,2545,,,Yes
1293-HHSHJ,Female,61,No,No,No,No,0,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,"7,527",Q3,No,0,35,Offer C,Yes,23.77,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,21.1,741,14.23,0,831.95,1558.72,4,Stayed,No,0,79,5707,,,No
8610-ZIKJJ,Female,57,No,No,Yes,Yes,2,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,"26,753",Q3,Yes,2,2,,Yes,35.42,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.3,31.9,0,0,70.84,102.74,3,Joined,No,0,58,2843,,,Yes
7801-KICAO,Female,43,No,No,No,No,0,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,"27,891",Q3,No,0,18,Offer D,Yes,11.36,Yes,Yes,Fiber Optic,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.15,1345.75,0,0,204.48,1550.23,4,Stayed,No,0,73,5033,,,No
7673-LPRNY,Female,43,No,No,No,No,0,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,"38,460",Q3,No,0,23,,Yes,48.88,Yes,Yes,DSL,12,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,78.55,1843.05,19.63,0,1124.24,2947.66,3,Stayed,No,0,47,3127,,,No
6060-QBMGV,Male,30,No,No,Yes,No,0,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,"23,742",Q3,Yes,9,70,Offer A,Yes,3.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,1433.8,45.47,0,245.7,1634.03,5,Stayed,No,0,39,4442,,,Yes
7339-POGZN,Female,24,Yes,No,No,No,0,United States,California,Pasadena,91107,"34.159007, -118.087353",34.159007,-118.087353,"32,369",Q3,No,0,4,,Yes,16.25,Yes,Yes,DSL,51,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.7,214.55,39.92,0,65,239.63,4,Stayed,No,0,60,4288,,,No
2828-SLQPF,Male,53,No,No,No,No,0,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,"13,158",Q3,No,0,19,,Yes,29.52,No,Yes,DSL,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45,865.85,22.55,0,560.88,1404.18,3,Stayed,No,0,62,4519,,,No
4465-VDKIQ,Female,61,No,No,No,No,0,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,"23,981",Q3,No,0,18,,Yes,19.93,No,Yes,Fiber Optic,26,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,77.8,1358.6,29.76,0,358.74,1687.58,5,Stayed,No,0,42,4228,,,No
2558-BUOZZ,Male,51,No,No,No,No,0,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,"17,015",Q3,No,0,47,Offer B,Yes,40.25,Yes,Yes,Fiber Optic,20,Yes,Yes,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,94.8,4535.85,3.34,0,1891.75,6424.26,4,Stayed,No,0,66,5022,,,No
9257-AZMTZ,Female,22,Yes,No,Yes,Yes,1,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,"41,390",Q3,Yes,10,52,,Yes,2.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.1,1078.75,17.05,0,126.88,1188.58,4,Stayed,No,0,71,4529,,,Yes
0003-MKNFE,Male,46,No,No,No,No,0,United States,California,Glendale,91206,"34.162515, -118.203869",34.162515,-118.203869,"31,297",Q3,No,0,9,,Yes,10.69,Yes,Yes,Cable,10,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Credit Card,59.9,542.4,38.33,10,96.21,610.28,5,Stayed,No,0,66,5414,,,No
0975-UYDTX,Female,46,No,No,Yes,No,0,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,"9,864",Q3,Yes,1,26,Offer C,Yes,25.63,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,90.1,2312.55,47.79,0,666.38,2931.14,3,Stayed,No,0,39,2068,,,Yes
4682-BLBUC,Male,19,Yes,No,Yes,No,0,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,"29,110",Q3,Yes,1,44,,Yes,29.61,No,Yes,DSL,48,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,70.95,3250.45,24.92,0,1302.84,4528.37,5,Stayed,No,0,66,3678,,,Yes
0975-VOOVL,Female,34,No,No,No,No,0,United States,California,Agoura Hills,91301,"34.129058, -118.759788",34.129058,-118.759788,"25,303",Q3,No,0,3,,No,0,No,Yes,DSL,22,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,29.2,98.5,0,0,0,98.5,4,Joined,No,0,48,4699,,,No
5968-VXZLG,Male,45,No,No,No,No,0,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,"23,661",Q3,No,0,2,,Yes,1.87,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,46.6,87.9,0,0,3.74,91.64,4,Joined,No,0,54,5096,,,No
5201-FRKKS,Male,53,No,No,No,No,0,United States,California,Winnetka,91306,"34.209532, -118.577563",34.209532,-118.577563,"43,857",Q3,No,0,25,Offer C,Yes,17.3,No,Yes,Fiber Optic,26,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.3,1952.25,40.54,0,432.5,2344.21,4,Stayed,No,0,64,4815,,,No
5443-SCMKX,Female,49,No,No,Yes,No,0,United States,California,Newbury Park,91320,"34.172071, -118.946262",34.172071,-118.946262,"37,779",Q3,Yes,1,58,,Yes,21.38,Yes,Yes,Fiber Optic,26,No,Yes,Yes,No,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,94.3,5610.15,5.55,150,1240.04,6994.64,3,Stayed,No,0,77,6166,,,Yes
8295-KMENE,Female,33,No,No,Yes,Yes,1,United States,California,Newhall,91321,"34.370378, -118.504118",34.370378,-118.504118,"30,742",Q3,No,0,59,,Yes,13.27,Yes,Yes,DSL,15,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,76.45,4519.5,30.22,0,782.93,5272.21,4,Stayed,No,0,27,5978,,,Yes
6738-ISCBM,Male,55,No,No,No,No,0,United States,California,Northridge,91324,"34.238208, -118.55029",34.238208,-118.55029,"25,751",Q3,No,0,44,,No,0,No,Yes,Cable,17,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,54,2440.25,5.47,0,0,2434.78,3,Stayed,No,0,36,4256,,,No
9821-BESNZ,Male,43,No,No,No,No,0,United States,California,Northridge,91325,"34.236683, -118.517588",34.236683,-118.517588,"32,307",Q3,No,0,66,Offer A,Yes,33.02,Yes,Yes,Fiber Optic,6,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.25,6860.6,44,0,2179.32,8995.92,4,Stayed,No,0,42,4915,,,No
3678-MNGZX,Male,45,No,No,Yes,Yes,3,United States,California,Porter Ranch,91326,"34.281911, -118.556218",34.281911,-118.556218,"28,067",Q3,Yes,1,68,Offer A,Yes,35.89,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.95,1377.7,28.98,0,2440.52,3789.24,3,Stayed,No,0,53,4165,,,Yes
1335-NTIUC,Male,61,No,No,No,No,0,United States,California,Pacoima,91331,"34.255442, -118.421314",34.255442,-118.421314,"97,318",Q3,No,0,9,,No,0,No,Yes,DSL,7,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,24.95,190.25,0,0,0,190.25,5,Stayed,No,0,24,5473,,,No
2916-BQZLN,Male,29,Yes,No,No,No,0,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,"68,018",Q3,No,0,19,,Yes,11.42,Yes,Yes,Fiber Optic,41,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.75,1651.95,49.38,0,216.98,1819.55,4,Stayed,No,0,24,5157,,,No
4558-CGYCZ,Male,20,Yes,No,No,No,0,United States,California,San Fernando,91340,"34.286131, -118.435969",34.286131,-118.435969,"33,389",Q3,No,0,4,,Yes,41.94,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,78.3,0,0,167.76,246.06,3,Stayed,No,0,25,4987,,,No
2368-GAKKQ,Female,28,Yes,No,No,No,0,United States,California,Sylmar,91342,"34.321621, -118.399841",34.321621,-118.399841,"81,986",Q3,No,0,70,Offer A,Yes,17.32,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,113.65,7939.25,0,0,1212.4,9151.65,4,Stayed,No,0,75,6424,,,No
8710-YGLWG,Male,44,No,No,No,No,0,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,"57,017",Q3,No,0,1,Offer E,Yes,15.76,No,Yes,DSL,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.9,44.9,0,0,15.76,60.66,3,Joined,No,0,21,2451,,,No
3199-XGZCY,Female,51,No,No,No,No,0,United States,California,Granada Hills,91344,"34.291273, -118.505104",34.291273,-118.505104,"48,867",Q3,No,0,8,,Yes,18.82,Yes,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.25,576.7,0,0,150.56,727.26,4,Stayed,No,0,74,2332,,,No
3785-KTYSH,Male,24,Yes,No,No,No,0,United States,California,Mission Hills,91345,"34.266389, -118.459744",34.266389,-118.459744,"17,112",Q3,No,0,53,,Yes,34.16,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.6,1279,37.68,0,1810.48,3051.8,5,Stayed,No,0,44,4610,,,No
4063-EIKNQ,Male,33,No,No,Yes,Yes,2,United States,California,Canyon Country,91351,"34.422519, -118.420717",34.422519,-118.420717,"59,259",Q3,Yes,1,11,,Yes,15.73,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.95,267.35,18.17,0,173.03,422.21,3,Stayed,No,0,31,4075,,,Yes
6993-YCOBK,Male,48,No,No,Yes,Yes,3,United States,California,Sun Valley,91352,"34.231053, -118.338307",34.231053,-118.338307,"46,639",Q3,Yes,1,60,,Yes,40.36,Yes,Yes,Fiber Optic,76,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,110.6,6586.85,36.38,80,2421.6,9052.07,3,Stayed,No,0,22,5756,,,Yes
5206-HPJKM,Male,64,No,No,No,No,0,United States,California,Valencia,91354,"34.457005, -118.573726",34.457005,-118.573726,"17,846",Q3,No,0,17,,Yes,33.68,No,Yes,DSL,14,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.5,934.15,0,0,572.56,1506.71,4,Stayed,No,0,38,3190,,,No
8393-JMVMB,Male,34,No,No,No,No,0,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,"42,526",Q3,No,0,1,Offer E,Yes,29.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.45,19.45,0,0,29.15,48.6,3,Joined,No,0,48,2133,,,No
6036-TTFYU,Female,48,No,No,Yes,No,0,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,"33,057",Q3,Yes,1,16,,Yes,46.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.6,314.45,26.83,0,749.76,1037.38,3,Stayed,No,0,79,4298,,,Yes
2550-AEVRU,Female,33,No,No,Yes,Yes,2,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,"25,988",Q3,Yes,1,57,,Yes,17.01,No,Yes,DSL,11,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,53.45,3053,0,0,969.57,4022.57,3,Stayed,No,0,21,5660,,,Yes
0969-RGKCU,Male,31,No,No,Yes,Yes,1,United States,California,Woodland Hills,91367,"34.178068, -118.615714",34.178068,-118.615714,"36,123",Q3,Yes,1,37,,Yes,43.68,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,677.05,29.21,0,1616.16,2264,4,Stayed,No,0,24,5137,,,Yes
0378-CJKPV,Female,56,No,No,Yes,No,0,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,"14,814",Q3,Yes,1,72,,Yes,4.56,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,112.1,7965.95,18.88,0,328.32,8275.39,4,Stayed,No,0,62,4272,,,Yes
1703-MGIAB,Female,53,No,No,No,No,0,United States,California,Van Nuys,91406,"34.195685, -118.490752",34.195685,-118.490752,"50,047",Q3,No,0,17,,Yes,5.49,Yes,Yes,DSL,14,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,69,1108,33.67,0,93.33,1167.66,5,Stayed,No,0,22,4439,,,No
4311-QTTAI,Female,63,No,No,No,No,0,United States,California,Van Nuys,91411,"34.17847, -118.459472",34.17847,-118.459472,"23,646",Q3,No,0,16,,Yes,40.95,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.35,295.55,0,0,655.2,950.75,5,Stayed,No,0,22,2017,,,No
4318-RAJVY,Female,57,No,No,No,No,0,United States,California,Encino,91436,"34.152875, -118.486056",34.152875,-118.486056,"13,129",Q3,No,0,10,,Yes,2.84,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.8,198.25,0,0,28.4,226.65,3,Stayed,No,0,34,5270,,,No
3612-YUNGG,Male,53,No,No,Yes,Yes,1,United States,California,Burbank,91502,"34.177267, -118.31003",34.177267,-118.31003,"11,517",Q3,Yes,1,64,,Yes,13.73,Yes,Yes,Fiber Optic,12,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,109.2,6741.15,17.3,0,878.72,7602.57,4,Stayed,No,0,34,5543,,,Yes
2254-DLXRI,Female,33,No,No,No,No,0,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,"25,882",Q3,No,0,1,Offer E,Yes,18,Yes,Yes,Fiber Optic,23,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,79.15,79.15,0,60,18,157.15,4,Joined,No,0,57,2742,,,No
5062-CJJKH,Male,63,No,No,Yes,Yes,3,United States,California,Burbank,91505,"34.174215, -118.345928",34.174215,-118.345928,"29,245",Q3,Yes,1,25,,Yes,36.17,No,Yes,DSL,53,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Credit Card,53.65,1355.45,0,0,904.25,2259.7,5,Stayed,No,0,25,5854,,,Yes
9028-LIHRP,Male,22,Yes,No,Yes,Yes,1,United States,California,Burbank,91506,"34.169706, -118.323548",34.169706,-118.323548,"18,539",Q3,Yes,1,71,,Yes,33.69,No,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,100.2,7209,0,0,2391.99,9600.99,3,Stayed,No,0,55,5502,,,Yes
1053-MXTTK,Female,63,No,No,Yes,Yes,1,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,"16,996",Q3,Yes,1,72,,Yes,14.46,No,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.65,7726.35,0,0,1041.12,8767.47,4,Stayed,No,0,48,5730,,,Yes
1530-ZTDOZ,Female,57,No,No,Yes,No,0,United States,California,Studio City,91604,"34.139082, -118.39275",34.139082,-118.39275,"26,157",Q3,Yes,6,49,,No,0,No,Yes,Cable,11,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,40.65,2070.75,0,0,0,2070.75,4,Stayed,No,0,29,5565,,,Yes
1301-LOPVR,Male,62,No,No,Yes,Yes,3,United States,California,North Hollywood,91605,"34.207295, -118.400022",34.207295,-118.400022,"57,146",Q3,Yes,6,29,,No,0,No,Yes,DSL,57,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,55.35,1636.95,0,0,0,1636.95,3,Stayed,No,0,70,5138,,,Yes
0853-TWRVK,Male,59,No,No,Yes,No,0,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,"45,358",Q3,Yes,5,72,,Yes,6.15,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,105.6,7581.5,0,0,442.8,8024.3,3,Stayed,No,0,48,5981,,,Yes
6212-ATMLK,Female,42,No,No,No,No,0,United States,California,Rancho Cucamonga,91701,"34.132275, -117.611478",34.132275,-117.611478,"39,064",Q3,No,0,50,,Yes,49.14,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,95.7,4729.75,0,140,2457,7326.75,4,Stayed,No,0,44,4164,,,No
8200-LGKSR,Male,47,No,No,Yes,No,0,United States,California,Azusa,91702,"34.174493, -117.87068",34.174493,-117.87068,"57,775",Q3,Yes,6,71,,Yes,35.09,Yes,Yes,DSL,12,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,83.2,6126.1,0,0,2491.39,8617.49,3,Stayed,No,0,73,5350,,,Yes
0670-ANMUU,Male,47,No,No,No,No,0,United States,California,Chino Hills,91709,"33.942895, -117.725644",33.942895,-117.725644,"66,754",Q3,No,0,71,,Yes,16.57,Yes,Yes,Fiber Optic,5,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,97.65,6687.85,0,0,1176.47,7864.32,3,Stayed,No,0,37,5319,,,No
6897-RWMUB,Male,23,Yes,No,Yes,Yes,2,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,"75,319",Q3,Yes,2,61,,Yes,42.31,No,Yes,DSL,59,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,68.05,4158.25,0,0,2580.91,6739.16,4,Stayed,No,0,78,4436,,,Yes
6999-CHVCF,Male,40,No,No,No,No,0,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,"17,554",Q3,No,0,68,,Yes,49.42,Yes,Yes,Fiber Optic,7,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,102.1,7149.35,0,0,3360.56,10509.91,3,Stayed,No,0,62,5228,,,No
6134-KWTBV,Male,43,No,No,No,No,0,United States,California,Covina,91724,"34.08111, -117.853935",34.08111,-117.853935,"25,068",Q3,No,0,62,,Yes,48.93,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,23.4,1429.65,0,0,3033.66,4463.31,4,Stayed,No,0,67,5822,,,No
1077-HUUJM,Female,48,No,No,No,Yes,1,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,"51,970",Q3,No,0,7,Offer E,Yes,28.5,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,71.05,472.65,0,10,199.5,682.15,5,Stayed,No,0,49,4668,,,No
0895-LNKRC,Male,53,No,No,Yes,Yes,3,United States,California,El Monte,91732,"34.074492, -118.01462",34.074492,-118.01462,"62,660",Q3,Yes,10,6,Offer E,Yes,1.57,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.45,113.5,0,0,9.42,122.92,4,Stayed,No,0,43,3461,,,Yes
8417-GSODA,Male,37,No,No,Yes,Yes,3,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,"23,079",Q3,Yes,1,28,,Yes,13.19,Yes,Yes,Fiber Optic,30,No,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,92.2,2568.15,0,0,369.32,2937.47,4,Stayed,No,0,26,5116,,,Yes
5171-EPLKN,Male,27,Yes,No,No,No,0,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,"12,937",Q3,No,0,27,,Yes,47.65,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,470,0,0,1286.55,1756.55,4,Stayed,No,0,58,2176,,,No
4452-QIIEB,Male,41,No,No,No,No,0,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,"25,135",Q3,No,0,7,Offer E,Yes,30.04,No,Yes,DSL,6,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,43.9,278.4,0,0,210.28,488.68,5,Stayed,No,0,75,3565,,,No
7820-ZYGNY,Male,33,No,No,No,No,0,United States,California,La Puente,91746,"34.038983, -117.991372",34.038983,-117.991372,"30,802",Q3,No,0,63,,Yes,9.21,Yes,Yes,Fiber Optic,28,No,Yes,No,No,No,Yes,Yes,No,One Year,No,Credit Card,90.45,5825.5,0,100,580.23,6505.73,3,Stayed,No,0,23,4616,,,No
9677-AVKED,Female,55,No,No,No,Yes,2,United States,California,La Verne,91750,"34.144703, -117.770299",34.144703,-117.770299,"35,530",Q3,No,0,53,,Yes,14.54,Yes,Yes,Cable,18,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,84.6,4449.75,0,0,770.62,5220.37,5,Stayed,No,0,60,4733,,,No
2227-JRSJX,Female,22,Yes,No,No,No,0,United States,California,Monterey Park,91754,"34.050322, -118.147037",34.050322,-118.147037,"33,280",Q3,No,0,21,Offer D,Yes,6.12,No,Yes,Fiber Optic,51,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.15,1956.4,0,0,128.52,2084.92,3,Stayed,No,0,36,5324,,,No
9847-HNVGP,Male,23,Yes,No,No,No,0,United States,California,Monterey Park,91755,"34.049172, -118.115022",34.049172,-118.115022,"26,933",Q3,No,0,17,Offer D,Yes,25.91,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.95,310.6,0,0,440.47,751.07,5,Stayed,No,0,76,2221,,,No
6696-YDAYZ,Male,30,No,No,Yes,Yes,2,United States,California,Mt Baldy,91759,"34.231318, -117.662032",34.231318,-117.662032,47,Q3,Yes,3,16,Offer D,Yes,27.24,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,290.55,0,0,435.84,726.39,3,Stayed,No,0,52,2856,,,Yes
8980-WQFWL,Female,61,No,No,No,No,0,United States,California,Ontario,91761,"34.035602, -117.591528",34.035602,-117.591528,"56,280",Q3,No,0,35,,Yes,2.15,No,Yes,DSL,7,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,62.1,2096.1,0,0,75.25,2171.35,4,Stayed,No,0,65,5315,,,No
6506-EYCNH,Female,27,Yes,No,Yes,Yes,3,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,"34,447",Q3,Yes,9,28,,Yes,15.85,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.55,543.8,0,0,443.8,987.6,4,Stayed,No,0,41,3948,,,Yes
4634-JLRJT,Female,30,No,No,No,No,0,United States,California,Ontario,91764,"34.074087, -117.605618",34.074087,-117.605618,"49,474",Q3,No,0,1,Offer E,Yes,29.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.35,20.35,0,0,29.86,50.21,4,Joined,No,0,40,2183,,,No
9501-UKKNL,Male,43,No,No,No,No,0,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,"46,532",Q3,No,0,59,,No,0,No,Yes,DSL,7,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,51.7,3005.8,0,0,0,3005.8,3,Stayed,No,0,30,6107,,,No
2560-QTSBS,Female,26,Yes,No,Yes,Yes,2,United States,California,Pomona,91766,"34.042286, -117.756106",34.042286,-117.756106,"69,974",Q3,Yes,6,72,,Yes,18.14,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,23.3,1623.15,0,0,1306.08,2929.23,5,Stayed,No,0,30,4152,,,Yes
4795-WRNVT,Female,32,No,No,No,No,0,United States,California,Pomona,91768,"34.067932, -117.785168",34.067932,-117.785168,"36,057",Q3,No,0,40,,Yes,11.56,No,Yes,DSL,26,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,65.1,2586,0,0,462.4,3048.4,3,Stayed,No,0,54,3885,,,No
6080-TCMYC,Male,55,No,No,Yes,Yes,3,United States,California,Rosemead,91770,"34.065108, -118.082791",34.065108,-118.082791,"61,623",Q3,Yes,4,40,,Yes,3.52,Yes,Yes,Fiber Optic,56,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.2,3292.3,0,0,140.8,3433.1,3,Stayed,No,0,61,5370,,,Yes
7860-UXCRM,Male,22,Yes,No,Yes,Yes,2,United States,California,San Gabriel,91775,"34.114772, -118.089431",34.114772,-118.089431,"23,444",Q3,Yes,9,63,,Yes,42.17,No,Yes,DSL,73,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,74.5,4674.55,0,0,2656.71,7331.26,4,Stayed,No,0,52,6382,,,Yes
6357-JJPQT,Female,48,No,No,No,No,0,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,"38,041",Q3,No,0,3,,Yes,26.86,No,Yes,Fiber Optic,5,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,80.5,232.35,0,0,80.58,312.93,5,Joined,No,0,53,2032,,,No
2292-XQWSV,Male,19,Yes,No,Yes,Yes,2,United States,California,Temple City,91780,"34.101608, -118.055848",34.101608,-118.055848,"32,718",Q3,Yes,3,40,,No,0,No,Yes,DSL,26,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,60.3,2448.5,0,0,0,2448.5,4,Stayed,No,0,28,3724,,,Yes
9552-TGUZV,Male,57,No,No,Yes,No,0,United States,California,Upland,91784,"34.141146, -117.655583",34.141146,-117.655583,"23,331",Q3,Yes,8,8,Offer E,Yes,20.67,No,Yes,Fiber Optic,18,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75,658.1,0,0,165.36,823.46,3,Stayed,No,0,80,5413,,,Yes
9643-YBLUR,Male,27,Yes,No,Yes,No,0,United States,California,West Covina,91791,"34.061634, -117.893169",34.061634,-117.893169,"30,458",Q3,Yes,4,9,Offer E,Yes,26.03,Yes,Yes,Cable,59,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,69.05,653.95,0,0,234.27,888.22,4,Stayed,No,0,60,2907,,,Yes
8734-FNWVH,Male,21,Yes,No,Yes,Yes,1,United States,California,West Covina,91792,"34.024405, -117.898722",34.024405,-117.898722,"31,622",Q3,Yes,6,31,,Yes,30.67,Yes,Yes,DSL,59,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,59.7,1825.5,0,0,950.77,2776.27,5,Stayed,No,0,20,2425,,,Yes
9447-YPTBX,Female,30,No,No,Yes,No,0,United States,California,Alhambra,91801,"34.090925, -118.128164",34.090925,-118.128164,"54,382",Q3,Yes,1,50,,Yes,28.1,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.85,943.1,0,0,1405,2348.1,5,Stayed,No,0,39,4358,,,Yes
9026-LHEVG,Female,45,No,No,No,No,0,United States,California,Boulevard,91905,"32.677097, -116.304991",32.677097,-116.304991,"1,509",Q3,No,0,9,Offer E,No,0,No,Yes,DSL,21,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,40.75,359.4,0,20,0,379.4,4,Stayed,No,0,24,2973,,,No
7011-CVEUC,Male,51,No,No,Yes,No,0,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,"71,126",Q3,Yes,7,25,,Yes,3.81,No,Yes,Fiber Optic,8,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.7,2338.35,0,0,95.25,2433.6,5,Stayed,No,0,34,4535,,,Yes
7925-PNRGI,Female,51,No,No,Yes,Yes,2,United States,California,Chula Vista,91914,"32.688506, -116.938632",32.688506,-116.938632,"2,606",Q3,Yes,9,45,Offer B,Yes,10.21,Yes,Yes,DSL,11,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,81.3,3541.1,0,0,459.45,4000.55,3,Stayed,No,0,77,3111,,,Yes
1552-CZCLL,Female,31,No,No,Yes,Yes,1,United States,California,Descanso,91916,"32.912664, -116.635387",32.912664,-116.635387,"1,587",Q3,Yes,4,55,Offer B,Yes,31.3,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20,1087.25,0,0,1721.5,2808.75,4,Stayed,No,0,53,4277,,,Yes
3038-PQIUY,Female,39,No,No,No,No,0,United States,California,Dulzura,91917,"32.622999, -116.687855",32.622999,-116.687855,727,Q3,No,0,38,,Yes,20.14,Yes,Yes,DSL,13,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,66.15,2522.4,0,0,765.32,3287.72,4,Stayed,No,0,78,4933,,,No
9313-CDOGY,Male,40,No,No,Yes,Yes,2,United States,California,Imperial Beach,91932,"32.579134, -117.119009",32.579134,-117.119009,"26,662",Q3,Yes,3,38,,Yes,24.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.6,717.3,0,0,918.08,1635.38,3,Stayed,No,0,34,3854,,,Yes
8148-BPLZQ,Male,34,No,No,No,No,0,United States,California,Jacumba,91934,"32.649787, -116.2237",32.649787,-116.2237,699,Q3,No,0,34,,Yes,4.89,No,Yes,Cable,27,No,Yes,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,49.8,1734.2,0,70,166.26,1970.46,4,Stayed,No,0,47,2711,,,No
2623-DRYAM,Female,19,Yes,No,Yes,No,0,United States,California,Jamul,91935,"32.695681, -116.798386",32.695681,-116.798386,"8,759",Q3,No,0,70,,Yes,19.88,Yes,Yes,Fiber Optic,26,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,101.75,7069.3,0,0,1391.6,8460.9,3,Stayed,No,0,47,5596,,,Yes
9987-LUTYD,Female,20,Yes,No,No,No,0,United States,California,La Mesa,91941,"32.759327, -116.99726",32.759327,-116.99726,"44,652",Q3,No,0,13,Offer D,Yes,46.68,No,Yes,DSL,59,Yes,No,No,Yes,No,No,Yes,Yes,One Year,No,Credit Card,55.15,742.9,0,0,606.84,1349.74,4,Stayed,No,0,59,3161,,,No
4488-KQFDT,Female,21,Yes,No,No,No,0,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,"24,961",Q3,No,0,61,Offer B,Yes,15.44,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.95,6423,0,0,941.84,7364.84,4,Stayed,No,0,59,4148,,,No
5693-PIPCS,Male,29,Yes,No,No,No,0,United States,California,National City,91950,"32.67102, -117.095235",32.67102,-117.095235,"62,355",Q3,No,0,41,Offer B,Yes,21.64,No,Yes,Fiber Optic,59,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,99.65,4220.35,0,0,887.24,5107.59,5,Stayed,No,0,66,2640,,,No
0491-KAPQG,Male,28,Yes,No,No,No,0,United States,California,Pine Valley,91962,"32.800671, -116.483363",32.800671,-116.483363,"1,604",Q3,No,0,21,Offer D,Yes,28.54,Yes,Yes,Fiber Optic,42,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,73.7,1558.7,0,0,599.34,2158.04,5,Stayed,No,0,39,2071,,,No
8039-EQPIM,Male,22,Yes,No,Yes,No,0,United States,California,Spring Valley,91977,"32.726627, -116.994608",32.726627,-116.994608,"56,100",Q3,Yes,7,69,,No,0,No,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,60.25,4055.5,0,120,0,4175.5,3,Stayed,No,0,44,5717,,,Yes
3209-ZPKFI,Male,28,Yes,No,Yes,Yes,1,United States,California,Borrego Springs,92004,"33.200369, -116.192313",33.200369,-116.192313,"2,863",Q3,Yes,1,47,Offer B,Yes,39.25,Yes,Yes,DSL,26,No,Yes,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,54.25,2538.2,0,0,1844.75,4382.95,5,Stayed,No,0,71,2320,,,Yes
6479-VDGRK,Female,46,No,No,Yes,Yes,1,United States,California,Cardiff By The Sea,92007,"33.015866, -117.272254",33.015866,-117.272254,"10,375",Q3,No,0,72,,Yes,36.13,No,Yes,Cable,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,85.3,6129.2,0,0,2601.36,8730.56,3,Stayed,No,0,28,4456,,,Yes
3569-JFODW,Female,20,Yes,No,Yes,Yes,1,United States,California,Del Mar,92014,"32.948262, -117.256086",32.948262,-117.256086,"13,945",Q3,Yes,2,72,,Yes,45.66,Yes,Yes,DSL,47,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,90.95,6652.45,0,0,3287.52,9939.97,3,Stayed,No,0,66,5096,,,Yes
1591-XWLGB,Female,44,No,No,Yes,No,0,United States,California,El Cajon,92021,"32.832706, -116.873258",32.832706,-116.873258,"61,872",Q3,Yes,10,71,,Yes,18.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,1379.6,0,0,1307.11,2686.71,4,Stayed,No,0,56,4121,,,Yes
0396-UKGAI,Male,25,Yes,No,No,Yes,3,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,"47,126",Q3,No,0,23,Offer D,Yes,1.58,No,Yes,DSL,47,No,Yes,No,Yes,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55.3,1284.2,0,0,36.34,1320.54,4,Stayed,No,0,65,4028,,,No
3243-ZHOHY,Female,35,No,No,No,No,0,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,"49,281",Q3,No,0,16,Offer D,Yes,20.65,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,296.15,0,0,330.4,626.55,3,Stayed,No,0,72,5052,,,No
5186-EJEGL,Male,24,Yes,No,No,No,0,United States,California,Escondido,92026,"33.21846, -117.116916",33.21846,-117.116916,"43,436",Q3,No,0,9,,Yes,34.43,No,Yes,DSL,51,Yes,No,Yes,Yes,Yes,No,Yes,Yes,Month-to-Month,Yes,Credit Card,69.5,653.25,0,0,309.87,963.12,3,Stayed,No,0,72,3628,,,No
7527-QNRUS,Male,33,No,No,Yes,Yes,3,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,8,17,Offer D,Yes,45.24,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.15,412.6,0,0,769.08,1181.68,3,Stayed,No,0,33,3931,,,Yes
2203-GHNWN,Female,24,Yes,No,Yes,No,0,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,"3,577",Q3,Yes,2,24,,Yes,44.93,Yes,Yes,Fiber Optic,82,No,No,Yes,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,79.65,1928.7,0,0,1078.32,3007.02,4,Stayed,No,0,72,3816,,,Yes
5296-PSYVW,Female,41,No,No,Yes,No,0,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,"98,239",Q3,Yes,8,72,,Yes,8.98,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.55,1750.7,0,0,646.56,2397.26,4,Stayed,No,0,52,4169,,,Yes
6319-QSUSR,Female,57,No,No,No,Yes,1,United States,California,Oceanside,92056,"33.194742, -117.29032",33.194742,-117.29032,"52,895",Q3,No,0,11,Offer D,Yes,44.88,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,216.2,0,0,493.68,709.88,4,Stayed,No,0,67,3838,,,No
0487-CRLZF,Female,58,No,No,No,No,0,United States,California,Poway,92064,"32.984395, -117.013454",32.984395,-117.013454,"47,969",Q3,No,0,49,Offer B,Yes,7.51,No,Yes,DSL,13,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,74.45,3721.9,0,0,367.99,4089.89,5,Stayed,No,0,60,4517,,,No
9451-WLYRI,Female,50,No,No,Yes,No,0,United States,California,Ranchita,92066,"33.215251, -116.53633",33.215251,-116.53633,339,Q3,Yes,5,53,Offer B,Yes,46.24,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.05,990.45,0,0,2450.72,3441.17,5,Stayed,No,0,74,6160,,,Yes
8219-VYBVI,Male,52,No,No,No,Yes,3,United States,California,Rancho Santa Fe,92067,"33.012751, -117.200617",33.012751,-117.200617,"7,615",Q3,No,0,39,,Yes,49.95,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25,1004.35,0,0,1948.05,2952.4,4,Stayed,No,0,55,4295,,,No
1991-VOPLL,Female,45,No,No,No,No,0,United States,California,San Marcos,92069,"33.162624, -117.170863",33.162624,-117.170863,"52,664",Q3,No,0,9,Offer E,Yes,31.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.05,157.65,0,0,281.52,439.17,4,Stayed,No,0,61,3248,,,No
9738-QLWTP,Male,47,No,No,No,No,0,United States,California,Santa Ysabel,92070,"33.174725, -116.743329",33.174725,-116.743329,"1,143",Q3,No,0,39,,Yes,35.13,No,Yes,Fiber Optic,29,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,81.9,3219.75,0,0,1370.07,4589.82,4,Stayed,No,0,46,3446,,,No
9419-IPPBE,Female,21,Yes,No,Yes,Yes,3,United States,California,Solana Beach,92075,"33.001813, -117.263628",33.001813,-117.263628,"12,173",Q3,Yes,4,51,Offer B,Yes,19.9,Yes,Yes,Fiber Optic,59,No,No,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.15,4554.85,0,0,1014.9,5569.75,3,Stayed,No,0,22,5692,,,Yes
0174-QRVVY,Male,21,Yes,No,Yes,Yes,2,United States,California,San Marcos,92078,"33.119028, -117.166036",33.119028,-117.166036,"6,760",Q3,Yes,2,71,,Yes,9.2,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.35,1847.55,0,0,653.2,2500.75,5,Stayed,No,0,68,5747,,,Yes
8106-GWQOK,Male,47,No,No,Yes,No,0,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,"1,205",Q3,Yes,5,38,,No,0,No,Yes,Cable,25,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,60,2193.2,0,0,0,2193.2,3,Stayed,No,0,42,2187,,,Yes
8751-EDEKA,Female,56,No,No,Yes,No,0,United States,California,Rancho Santa Fe,92091,"32.99356, -117.207121",32.99356,-117.207121,"1,072",Q3,Yes,7,28,,Yes,33.09,No,Yes,Fiber Optic,19,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,89.9,2433.5,0,0,926.52,3360.02,4,Stayed,No,0,55,3676,,,Yes
6878-GGDWG,Female,57,No,No,Yes,No,0,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,"27,505",Q3,Yes,1,32,,Yes,12.35,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.4,641.15,0,0,395.2,1036.35,4,Stayed,No,0,31,3846,,,Yes
8450-LUGUK,Female,40,No,No,Yes,Yes,1,United States,California,San Diego,92103,"32.747484, -117.166877",32.747484,-117.166877,"30,202",Q3,Yes,5,37,,Yes,44.68,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.1,861.85,0,0,1653.16,2515.01,4,Stayed,No,0,36,3753,,,Yes
3604-WLABM,Female,41,No,No,No,No,0,United States,California,San Diego,92104,"32.741499, -117.127409",32.741499,-117.127409,"47,689",Q3,No,0,10,Offer D,Yes,12.96,No,Yes,DSL,29,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.25,583,0,0,129.6,712.6,4,Stayed,No,0,43,2253,,,No
0795-GMVQO,Male,36,No,No,Yes,No,0,United States,California,San Diego,92105,"32.741859, -117.090353",32.741859,-117.090353,"73,006",Q3,Yes,1,67,,Yes,23.13,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,109.9,7332.4,0,0,1549.71,8882.11,4,Stayed,No,0,26,5416,,,Yes
2259-OUUSZ,Male,28,Yes,No,No,No,0,United States,California,San Diego,92106,"32.71346, -117.236378",32.71346,-117.236378,"18,525",Q3,No,0,7,Offer E,No,0,No,Yes,DSL,48,No,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,35.5,249.55,0,0,0,249.55,3,Stayed,No,0,48,5124,,,No
1142-IHLOO,Female,36,No,No,No,No,0,United States,California,San Diego,92107,"32.741852, -117.243453",32.741852,-117.243453,"27,959",Q3,No,0,51,Offer B,Yes,14.37,No,Yes,Fiber Optic,7,No,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,87.55,4475.9,0,0,732.87,5208.77,4,Stayed,No,0,57,6021,,,No
4633-MKHYU,Female,23,Yes,No,No,No,0,United States,California,San Diego,92109,"32.787836, -117.232376",32.787836,-117.232376,"46,086",Q3,No,0,9,Offer E,Yes,35.45,No,Yes,Fiber Optic,52,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,88.4,788.6,0,0,319.05,1107.65,5,Stayed,No,0,32,2952,,,No
6257-RJOHI,Male,58,No,No,No,No,0,United States,California,San Diego,92110,"32.76501, -117.19938",32.76501,-117.19938,"24,169",Q3,No,0,4,Offer E,Yes,1.88,No,Yes,DSL,21,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.8,202.3,0,0,7.52,209.82,5,Stayed,No,0,47,4521,,,No
1545-JFUML,Male,50,No,No,Yes,No,0,United States,California,San Diego,92111,"32.805518, -117.169052",32.805518,-117.169052,"46,828",Q3,Yes,5,71,,Yes,44.06,Yes,Yes,Fiber Optic,6,Yes,Yes,Yes,No,Yes,No,No,No,Two Year,Yes,Bank Withdrawal,99,6994.6,0,40,3128.26,10162.86,3,Stayed,No,0,31,5295,,,Yes
1353-GHZOS,Male,22,Yes,No,Yes,No,0,United States,California,San Diego,92115,"32.762506, -117.07245",32.762506,-117.07245,"56,887",Q3,Yes,10,22,Offer D,Yes,6.03,No,Yes,DSL,51,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,59.75,1374.35,0,0,132.66,1507.01,3,Stayed,No,0,31,3947,,,Yes
2587-EKXTS,Male,48,No,No,No,No,0,United States,California,San Diego,92116,"32.765299, -117.122565",32.765299,-117.122565,"33,083",Q3,No,0,44,Offer B,Yes,44.45,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,111.5,4915.15,0,0,1955.8,6870.95,4,Stayed,No,0,26,2827,,,No
5442-BXVND,Female,49,No,No,Yes,Yes,2,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,2,33,,Yes,9.97,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,24.25,838.5,0,0,329.01,1167.51,5,Stayed,No,0,73,5531,,,Yes
9753-OYLBX,Female,54,No,No,No,No,0,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,"34,902",Q3,No,0,1,,Yes,8.56,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.5,20.5,0,0,8.56,29.06,5,Joined,No,0,54,4454,,,No
2364-UFROM,Male,47,No,No,No,No,0,United States,California,San Diego,92123,"32.808814, -117.134694",32.808814,-117.134694,"25,232",Q3,No,0,30,,Yes,32.41,No,Yes,Cable,22,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,70.4,2044.75,0,0,972.3,3017.05,3,Stayed,No,0,68,3380,,,No
6656-JWRQX,Female,60,No,No,No,No,0,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,"30,206",Q3,No,0,1,,No,0,No,Yes,DSL,9,No,No,No,Yes,No,No,No,No,Month-to-Month,No,Credit Card,30.55,30.55,0,40,0,70.55,4,Joined,No,0,57,5565,,,No
6473-ULUHT,Male,22,Yes,No,Yes,Yes,2,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,5,16,Offer D,Yes,9.16,Yes,Yes,DSL,59,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.9,1398.25,0,0,146.56,1544.81,3,Stayed,No,0,43,2269,,,Yes
7688-AWMDX,Male,21,Yes,No,Yes,No,0,United States,California,San Diego,92131,"32.89325, -117.087091",32.89325,-117.087091,"29,283",Q3,Yes,5,71,,Yes,48.32,No,Yes,DSL,59,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,54.5,3778.2,0,0,3430.72,7208.92,3,Stayed,No,0,57,4957,,,Yes
2842-BCQGE,Male,39,No,No,No,No,0,United States,California,San Diego,92139,"32.677716, -117.047666",32.677716,-117.047666,"36,351",Q3,No,0,43,Offer B,Yes,19.66,Yes,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.35,3161.4,0,0,845.38,4006.78,5,Stayed,No,0,33,4898,,,No
7244-QWYHG,Male,20,Yes,No,Yes,No,0,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,"68,776",Q3,Yes,3,50,Offer B,No,0,No,Yes,DSL,73,Yes,No,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,44.45,2188.45,0,0,0,2188.45,4,Stayed,No,0,54,5363,,,Yes
5312-UXESG,Female,43,No,No,No,No,0,United States,California,Indio,92203,"33.752938, -116.230055",33.752938,-116.230055,"2,743",Q3,No,0,41,Offer B,Yes,29.19,Yes,Yes,Fiber Optic,4,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,98.05,3990.6,0,0,1196.79,5187.39,4,Stayed,No,0,58,5614,,,No
2150-WLKUW,Female,27,Yes,No,Yes,No,0,United States,California,Banning,92220,"33.936298, -116.849577",33.936298,-116.849577,"25,859",Q3,Yes,4,40,Offer B,Yes,42.1,Yes,Yes,DSL,52,No,Yes,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,63.9,2635,0,0,1684,4319,3,Stayed,No,0,41,2654,,,Yes
7159-FVYPK,Female,23,Yes,No,Yes,Yes,3,United States,California,Beaumont,92223,"33.946982, -116.977672",33.946982,-116.977672,"17,721",Q3,Yes,3,3,,Yes,24.28,Yes,Yes,DSL,73,No,Yes,Yes,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.15,235,0,0,72.84,307.84,3,Joined,No,0,22,2301,,,Yes
7032-LMBHI,Female,42,No,No,No,No,0,United States,California,Blythe,92225,"33.674583, -114.71612",33.674583,-114.71612,"24,659",Q3,No,0,37,,Yes,37.18,Yes,Yes,Cable,9,Yes,No,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,64.65,2347.85,0,0,1375.66,3723.51,3,Stayed,No,0,45,5255,,,No
6088-BXMRG,Female,59,No,No,Yes,Yes,1,United States,California,Cabazon,92230,"33.929812, -116.76058",33.929812,-116.76058,"2,355",Q3,Yes,2,32,,Yes,24.04,Yes,Yes,Fiber Optic,22,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.85,3089.6,0,0,769.28,3858.88,4,Stayed,No,0,25,3149,,,Yes
4821-SJHJV,Female,25,Yes,No,Yes,Yes,3,United States,California,Calipatria,92233,"33.143826, -115.497485",33.143826,-115.497485,"7,857",Q3,Yes,6,32,,Yes,48.49,Yes,Yes,Fiber Optic,82,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,89.6,2901.8,0,0,1551.68,4453.48,4,Stayed,No,0,54,4444,,,Yes
7346-MEDWM,Female,48,No,No,No,No,0,United States,California,Cathedral City,92234,"33.829583, -116.474131",33.829583,-116.474131,"43,141",Q3,No,0,59,Offer B,Yes,31.23,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.25,4949.1,0,0,1842.57,6791.67,3,Stayed,No,0,32,4094,,,No
1137-DGOWI,Female,53,No,No,Yes,No,0,United States,California,Coachella,92236,"33.680031, -116.171678",33.680031,-116.171678,"23,170",Q3,Yes,7,30,,Yes,17.33,No,Yes,DSL,13,No,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,70.25,2198.9,0,0,519.9,2718.8,4,Stayed,No,0,66,5417,,,Yes
3812-LRZIR,Female,51,No,No,Yes,Yes,1,United States,California,Desert Hot Springs,92240,"33.948558, -116.516976",33.948558,-116.516976,"22,796",Q3,Yes,1,27,,Yes,35.52,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.5,761.95,0,0,959.04,1720.99,3,Stayed,No,0,67,2645,,,Yes
9483-GCPWE,Male,60,No,No,No,Yes,3,United States,California,Earp,92242,"34.137742, -114.36514",34.137742,-114.36514,"1,564",Q3,No,0,9,,Yes,27.34,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,190.25,0,0,246.06,436.31,4,Stayed,No,0,20,3444,,,No
4227-OJHAL,Female,47,No,No,Yes,Yes,2,United States,California,El Centro,92243,"32.770393, -115.60915",32.770393,-115.60915,"43,712",Q3,Yes,8,68,,Yes,20.15,Yes,Yes,DSL,16,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,73,5163,0,0,1370.2,6533.2,4,Stayed,No,0,67,4156,,,Yes
9220-CXRSC,Female,56,No,No,Yes,Yes,2,United States,California,Heber,92249,"32.730583, -115.501083",32.730583,-115.501083,"3,535",Q3,Yes,10,69,,Yes,39.07,Yes,Yes,DSL,19,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,61.4,4059.85,0,0,2695.83,6755.68,3,Stayed,No,0,80,5266,,,Yes
4993-JCRGJ,Male,62,No,No,No,No,0,United States,California,Holtville,92250,"32.811001, -115.152865",32.811001,-115.152865,"8,062",Q3,No,0,26,,Yes,37.69,Yes,Yes,Fiber Optic,30,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,84.3,2281.6,0,0,979.94,3261.54,5,Stayed,No,0,66,5471,,,No
9537-JALFH,Male,49,No,No,Yes,Yes,2,United States,California,Imperial,92251,"32.858595, -115.662709",32.858595,-115.662709,"14,546",Q3,Yes,10,69,Offer A,Yes,28.19,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.9,1356.7,0,0,1945.11,3301.81,3,Stayed,No,0,54,6058,,,Yes
6698-OXETB,Male,60,No,No,No,No,0,United States,California,Joshua Tree,92252,"34.167236, -116.281511",34.167236,-116.281511,"8,141",Q3,No,0,11,Offer D,Yes,49.8,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.4,231.45,0,0,547.8,779.25,4,Stayed,No,0,51,5397,,,No
2103-ZRXFN,Male,19,Yes,No,No,No,0,United States,California,La Quinta,92253,"33.695532, -116.310571",33.695532,-116.310571,"23,971",Q3,No,0,1,,Yes,24.66,Yes,Yes,DSL,26,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.75,50.75,0,0,24.66,75.41,4,Joined,No,0,69,3631,,,No
3724-BSCVH,Male,37,No,No,Yes,Yes,1,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,"8,768",Q3,No,0,10,Offer D,Yes,37.59,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.45,242.4,0,0,375.9,618.3,4,Stayed,No,0,54,4613,,,Yes
4877-TSOFF,Female,41,No,No,Yes,Yes,3,United States,California,Morongo Valley,92256,"34.097863, -116.594561",34.097863,-116.594561,"3,499",Q3,Yes,7,55,Offer B,Yes,16.16,Yes,Yes,DSL,29,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,75.75,4264.25,0,0,888.8,5153.05,3,Stayed,No,0,51,4489,,,Yes
9209-NWPGU,Male,42,No,No,No,No,0,United States,California,Niland,92257,"33.345825, -115.596574",33.345825,-115.596574,"2,753",Q3,No,0,44,Offer B,Yes,34.98,No,Yes,Cable,2,Yes,No,No,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,65.4,2774.55,0,0,1539.12,4313.67,3,Stayed,No,0,76,5827,,,No
7306-YDSOI,Male,32,No,No,Yes,Yes,1,United States,California,Ocotillo,92259,"32.698964, -115.886656",32.698964,-115.886656,471,Q3,Yes,4,69,Offer A,Yes,49.4,No,Yes,DSL,12,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,59.75,4069.9,0,0,3408.6,7478.5,3,Stayed,No,0,39,4665,,,Yes
0655-YDGFJ,Male,34,No,No,No,No,0,United States,California,Palm Springs,92264,"33.745746, -116.514215",33.745746,-116.514215,"18,884",Q3,No,0,29,Offer C,Yes,10.06,No,Yes,DSL,25,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,48.95,1323.7,0,0,291.74,1615.44,3,Stayed,No,0,66,4825,,,No
8468-EHYJA,Female,32,No,No,Yes,No,0,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,291,Q3,No,0,57,Offer B,Yes,12.19,Yes,Yes,Fiber Optic,16,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.65,5497.05,0,0,694.83,6191.88,4,Stayed,No,0,42,5106,,,Yes
6823-SIDFQ,Male,58,No,No,No,No,0,United States,California,Parker Dam,92267,"34.273872, -114.192901",34.273872,-114.192901,131,Q3,No,0,28,Offer C,Yes,40.39,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,18.25,534.7,0,0,1130.92,1665.62,4,Stayed,No,0,67,5327,,,No
1097-FSPVW,Female,42,No,No,No,No,0,United States,California,Pioneertown,92268,"34.201108, -116.593456",34.201108,-116.593456,354,Q3,No,0,42,Offer B,Yes,32.16,No,Yes,DSL,8,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,54.55,2455.05,0,0,1350.72,3805.77,3,Stayed,No,0,72,5387,,,No
8328-SKJNO,Male,61,No,No,No,Yes,1,United States,California,Seeley,92273,"32.790282, -115.689559",32.790282,-115.689559,"1,632",Q3,No,0,23,,No,0,No,Yes,DSL,19,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,40.65,947.4,0,0,0,947.4,3,Stayed,No,0,43,5230,,,No
7010-ZMVBF,Female,39,No,No,Yes,Yes,2,United States,California,Thermal,92274,"33.53604, -116.119222",33.53604,-116.119222,"17,018",Q3,Yes,8,18,,Yes,14.6,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.45,357,0,0,262.8,619.8,4,Stayed,No,0,71,2047,,,Yes
5201-CBWYG,Male,60,No,No,Yes,Yes,1,United States,California,Salton City,92275,"33.28156, -115.955541",33.28156,-115.955541,799,Q3,Yes,1,62,,Yes,16.48,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.8,1476.25,0,0,1021.76,2498.01,5,Stayed,No,0,53,5105,,,Yes
6352-GIGGQ,Male,19,Yes,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,67,Offer A,Yes,37.32,Yes,Yes,DSL,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,88.8,5903.15,0,0,2500.44,8403.59,3,Stayed,No,0,68,4081,,,No
3635-QQRQD,Male,19,Yes,No,No,No,0,United States,California,Westmorland,92281,"33.03679, -115.60503",33.03679,-115.60503,"2,388",Q3,No,0,62,,Yes,33.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.05,1201.65,0,0,2088.16,3289.81,4,Stayed,No,0,74,4568,,,No
2897-DOVND,Male,31,No,No,No,No,0,United States,California,Winterhaven,92283,"32.852947, -114.850784",32.852947,-114.850784,"3,663",Q3,No,0,2,,Yes,11.19,No,Yes,Fiber Optic,14,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,69.8,146.65,0,10,22.38,179.03,3,Joined,No,0,26,3527,,,No
3082-YVEKW,Female,62,No,No,Yes,Yes,2,United States,California,Yucca Valley,92284,"34.159534, -116.425984",34.159534,-116.425984,"20,486",Q3,Yes,10,23,,Yes,33.02,Yes,Yes,DSL,12,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,77.15,1759.4,0,0,759.46,2518.86,3,Stayed,No,0,33,2572,,,Yes
0191-EQUUH,Female,32,No,No,No,Yes,3,United States,California,Landers,92285,"34.341737, -116.539416",34.341737,-116.539416,"2,182",Q3,No,0,25,Offer C,No,0,No,Yes,Cable,75,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,35.05,844.45,0,0,0,844.45,4,Stayed,No,0,69,2754,,,No
3489-HHPFY,Female,40,No,No,Yes,No,0,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,42,Q3,Yes,9,2,,Yes,22.23,Yes,Yes,Fiber Optic,13,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.05,134.05,0,0,44.46,178.51,5,Joined,No,0,78,2115,,,Yes
2926-JEJJC,Female,26,Yes,No,No,No,0,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,301,Q3,No,0,8,,Yes,5.27,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.2,140.95,0,0,42.16,183.11,4,Stayed,No,0,38,5066,,,No
4950-BDEUX,Male,47,No,No,No,No,0,United States,California,Apple Valley,92308,"34.424926, -117.184503",34.424926,-117.184503,"28,819",Q3,No,0,35,Offer C,No,0,No,Yes,DSL,26,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,49.2,1701.65,0,0,0,1701.65,4,Stayed,No,0,40,2782,,,No
5789-LDFXO,Male,60,No,No,No,No,0,United States,California,Baker,92309,"35.28952, -116.092214",35.28952,-116.092214,904,Q3,No,0,24,Offer C,Yes,47.33,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.6,592.65,0,0,1135.92,1728.57,3,Stayed,No,0,79,5448,,,No
0508-OOLTO,Female,33,No,No,Yes,Yes,1,United States,California,Fort Irwin,92310,"35.349241, -116.770281",35.349241,-116.770281,"9,465",Q3,Yes,5,2,,Yes,29.03,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,71.65,135.75,0,0,58.06,193.81,3,Joined,No,0,67,3916,,,Yes
2984-TBYKU,Male,38,No,No,Yes,Yes,3,United States,California,Barstow,92311,"34.965648, -117.001509",34.965648,-117.001509,"31,293",Q3,Yes,6,72,Offer A,Yes,32.22,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,104.9,7732.65,0,0,2319.84,10052.49,4,Stayed,No,0,25,6378,,,Yes
9822-WMWVG,Female,20,Yes,No,No,No,0,United States,California,Grand Terrace,92313,"34.029175, -117.307211",34.029175,-117.307211,"11,024",Q3,No,0,41,,Yes,36.7,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,106.5,4282.4,0,0,1504.7,5787.1,4,Stayed,No,0,75,4434,,,No
9040-KZVWO,Male,59,No,No,No,No,0,United States,California,Big Bear Lake,92315,"34.242058, -116.89802",34.242058,-116.89802,"5,447",Q3,No,0,26,Offer C,Yes,39.63,No,Yes,Fiber Optic,29,No,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,75.5,2018.1,0,0,1030.38,3048.48,4,Stayed,No,0,43,5184,,,No
1548-ARAGG,Female,28,Yes,No,Yes,Yes,3,United States,California,Cedar Glen,92321,"34.255203, -117.175654",34.255203,-117.175654,455,Q3,Yes,9,4,,Yes,35.2,Yes,Yes,DSL,52,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,58.5,224.85,0,0,140.8,365.65,3,Stayed,No,0,23,5605,,,Yes
6339-RZCBJ,Male,45,No,No,No,No,0,United States,California,Colton,92324,"34.030915, -117.273201",34.030915,-117.273201,"52,202",Q3,No,0,48,,Yes,3.59,No,Yes,DSL,10,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,78.9,3771.5,0,0,172.32,3943.82,4,Stayed,No,0,47,4063,,,No
2522-AHJXR,Male,36,No,No,Yes,No,0,United States,California,Death Valley,92328,"36.27688, -117.033326",36.27688,-117.033326,443,Q3,Yes,6,60,,Yes,4.59,Yes,Yes,Fiber Optic,9,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,109.45,6572.85,0,0,275.4,6848.25,4,Stayed,No,0,77,4350,,,Yes
0412-UCCNP,Male,20,Yes,No,No,No,0,United States,California,Essex,92332,"34.9436, -115.287901",34.9436,-115.287901,115,Q3,No,0,55,,Yes,12.28,No,Yes,DSL,48,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,59.2,3175.85,0,0,675.4,3851.25,3,Stayed,No,0,33,5162,,,No
1816-FLZDK,Male,34,No,No,No,No,0,United States,California,Fawnskin,92333,"34.274846, -116.937581",34.274846,-116.937581,414,Q3,No,0,1,,No,0,No,Yes,DSL,22,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,29.15,29.15,0,0,0,29.15,5,Joined,No,0,40,3923,,,No
7096-UCLNH,Male,30,No,No,No,No,0,United States,California,Fontana,92335,"34.087558, -117.464096",34.087558,-117.464096,"82,630",Q3,No,0,1,,Yes,11.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,20.05,0,0,11.1,31.15,4,Joined,No,0,49,2313,,,No
4615-PIVVU,Female,33,No,No,No,No,0,United States,California,Ludlow,92338,"34.702766, -116.093376",34.702766,-116.093376,23,Q3,No,0,42,,Yes,34.76,No,Yes,Cable,20,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,66.5,2762.75,0,0,1459.92,4222.67,5,Stayed,No,0,62,4668,,,No
8885-QSQBX,Female,45,No,No,No,No,0,United States,California,Forest Falls,92339,"34.067699, -116.903891",34.067699,-116.903891,958,Q3,No,0,1,,Yes,10.83,No,Yes,DSL,15,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.55,49.55,0,0,10.83,60.38,4,Joined,No,0,36,5277,,,No
8617-ENBDS,Male,29,Yes,No,No,No,0,United States,California,Helendale,92342,"34.757783, -117.33997",34.757783,-117.33997,"4,948",Q3,No,0,3,,Yes,27.34,No,Yes,Fiber Optic,71,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Credit Card,73.6,232.5,0,10,82.02,324.52,5,Joined,No,0,53,5510,,,No
9385-NXKDA,Female,53,No,No,Yes,No,0,United States,California,Hesperia,92345,"34.361387, -117.337509",34.361387,-117.337509,"68,515",Q3,Yes,7,72,Offer A,Yes,17.28,Yes,Yes,DSL,11,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,82.65,5919.35,0,0,1244.16,7163.51,3,Stayed,No,0,42,4324,,,Yes
0430-IHCDJ,Male,40,No,No,No,No,0,United States,California,Highland,92346,"34.129677, -117.154277",34.129677,-117.154277,"48,245",Q3,No,0,15,,Yes,11.75,Yes,Yes,DSL,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49,749.25,0,0,176.25,925.5,3,Stayed,No,0,25,2597,,,No
6674-KVJHG,Female,50,No,No,No,No,0,United States,California,Lake Arrowhead,92352,"34.2565, -117.19335",34.2565,-117.19335,"9,793",Q3,No,0,11,,Yes,1.87,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.2,245.15,0,0,20.57,265.72,4,Stayed,No,0,55,4998,,,No
1814-DKOLC,Female,63,No,No,No,No,0,United States,California,Loma Linda,92354,"34.049315, -117.255974",34.049315,-117.255974,"18,068",Q3,No,0,5,,Yes,5.41,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,25.45,134.75,0,0,27.05,161.8,3,Stayed,No,0,24,4855,,,No
9351-HXDMR,Male,37,No,No,Yes,No,0,United States,California,Lytle Creek,92358,"34.238162, -117.534306",34.238162,-117.534306,"1,090",Q3,Yes,6,72,Offer A,Yes,46.16,Yes,Yes,Fiber Optic,14,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.9,8240.85,0,0,3323.52,11564.37,3,Stayed,No,0,67,4938,,,Yes
3537-HPKQT,Female,20,Yes,No,Yes,No,0,United States,California,Mentone,92359,"34.103578, -117.04054",34.103578,-117.04054,"7,324",Q3,Yes,3,55,,Yes,23.45,Yes,Yes,Fiber Optic,53,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,77.75,4266.4,0,0,1289.75,5556.15,3,Stayed,No,0,46,4621,,,Yes
2129-ALKBS,Female,49,No,No,Yes,Yes,4,United States,California,Needles,92363,"34.711224, -114.702256",34.711224,-114.702256,"5,488",Q3,Yes,5,40,,Yes,49.22,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,26.2,1077.5,0,0,1968.8,3046.3,3,Stayed,No,0,37,2211,,,Yes
5821-MMEIL,Female,43,No,No,Yes,No,0,United States,California,Nipton,92364,"35.478736, -115.516984",35.478736,-115.516984,162,Q3,Yes,6,57,,Yes,44.86,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.9,1115.6,0,0,2557.02,3672.62,5,Stayed,No,0,48,4408,,,Yes
6968-URWQU,Male,50,No,No,Yes,No,0,United States,California,Redlands,92374,"34.064073, -117.166158",34.064073,-117.166158,"36,675",Q3,Yes,9,43,,Yes,4.34,No,Yes,DSL,23,No,No,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,56.35,2391.15,0,0,186.62,2577.77,4,Stayed,No,0,70,4928,,,Yes
4742-TXUEX,Female,24,Yes,No,Yes,Yes,3,United States,California,Rialto,92376,"34.109775, -117.378904",34.109775,-117.378904,"75,882",Q3,Yes,1,47,,Yes,2.56,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.3,890.5,0,0,120.32,1010.82,4,Stayed,No,0,43,5829,,,Yes
9631-XEYKE,Male,28,Yes,No,No,No,0,United States,California,Rialto,92377,"34.156758, -117.404686",34.156758,-117.404686,"18,518",Q3,No,0,3,,Yes,29.74,Yes,Yes,DSL,59,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.4,137.25,0,0,89.22,226.47,5,Joined,No,0,53,4639,,,No
1335-MXCSE,Male,24,Yes,No,Yes,Yes,1,United States,California,Shoshone,92384,"35.924252, -116.188668",35.924252,-116.188668,87,Q3,Yes,5,55,,Yes,46.61,No,Yes,DSL,30,No,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,55.25,3119.9,0,0,2563.55,5683.45,3,Stayed,No,0,42,5821,,,Yes
8873-TMKGR,Male,40,No,No,No,No,0,United States,California,Sugarloaf,92386,"34.243088, -116.830015",34.243088,-116.830015,"1,834",Q3,No,0,29,Offer C,Yes,49.52,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.1,529.5,0,0,1436.08,1965.58,4,Stayed,No,0,38,5880,,,No
8800-JOOCF,Female,56,No,No,No,Yes,1,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,12,,Yes,17.85,Yes,Yes,Fiber Optic,19,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.05,966.55,0,0,214.2,1180.75,4,Stayed,No,0,77,4621,,,No
1469-LBJQJ,Female,39,No,No,Yes,No,0,United States,California,Victorville,92392,"34.486835, -117.362274",34.486835,-117.362274,"63,235",Q3,Yes,6,66,Offer A,Yes,42.23,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.2,6936.85,0,0,2787.18,9724.03,4,Stayed,No,0,20,4016,,,Yes
0064-YIJGF,Male,60,No,No,Yes,Yes,3,United States,California,Yermo,92398,"35.013299, -116.834092",35.013299,-116.834092,"1,195",Q3,Yes,7,27,Offer C,Yes,25.26,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.75,1929,0,0,682.02,2611.02,3,Stayed,No,0,46,4994,,,Yes
2386-OWURY,Female,20,Yes,No,No,No,0,United States,California,Yucaipa,92399,"34.04597, -117.011825",34.04597,-117.011825,"41,575",Q3,No,0,58,,Yes,35.55,No,Yes,Fiber Optic,73,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.3,5817.7,0,0,2061.9,7879.6,4,Stayed,No,0,68,6460,,,No
0310-VQXAM,Male,56,No,No,No,No,0,United States,California,San Bernardino,92404,"34.183286, -117.221722",34.183286,-117.221722,"53,636",Q3,No,0,9,,Yes,40.74,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,178.8,0,0,366.66,545.46,3,Stayed,No,0,63,2788,,,No
3453-RTHJQ,Male,59,No,No,No,No,0,United States,California,San Bernardino,92407,"34.250069, -117.393949",34.250069,-117.393949,"49,355",Q3,No,0,6,Offer E,Yes,18.65,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.1,435,0,0,111.9,546.9,4,Stayed,No,0,55,5741,,,No
6278-FEPBZ,Female,57,No,No,No,No,0,United States,California,San Bernardino,92410,"34.106922, -117.297553",34.106922,-117.297553,"44,556",Q3,No,0,9,Offer E,Yes,2.6,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,186.15,0,0,23.4,209.55,4,Stayed,No,0,68,5546,,,No
4280-DLSHD,Male,36,No,No,Yes,No,0,United States,California,San Bernardino,92411,"34.122501, -117.320138",34.122501,-117.320138,"23,146",Q3,Yes,10,8,Offer E,Yes,19,No,Yes,Cable,8,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.75,445.85,0,0,152,597.85,3,Stayed,No,0,47,4099,,,Yes
1508-DFXCU,Male,32,No,No,No,No,0,United States,California,Riverside,92501,"33.994676, -117.372498",33.994676,-117.372498,"18,999",Q3,No,0,12,,Yes,11.04,No,Yes,Fiber Optic,16,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.45,912,0,0,132.48,1044.48,3,Stayed,No,0,70,2916,,,No
7868-BGSZA,Male,30,No,No,Yes,No,0,United States,California,Riverside,92504,"33.9108, -117.398153",33.9108,-117.398153,"46,550",Q3,Yes,7,43,,Yes,33.97,Yes,Yes,DSL,69,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,80.2,3581.6,0,0,1460.71,5042.31,3,Stayed,No,0,35,5888,,,Yes
2800-QQUSO,Male,48,No,No,No,No,0,United States,California,Riverside,92505,"33.920907, -117.489426",33.920907,-117.489426,"38,446",Q3,No,0,42,,Yes,25.69,Yes,Yes,Fiber Optic,13,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.3,4222.95,0,0,1078.98,5301.93,5,Stayed,No,0,33,3286,,,No
7973-DZRKH,Female,20,Yes,No,No,Yes,1,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,"48,649",Q3,No,0,66,Offer A,Yes,27.09,Yes,Yes,Fiber Optic,51,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,90.95,5930.05,0,0,1787.94,7717.99,3,Stayed,No,0,74,6204,,,No
7698-YFGEZ,Male,55,No,No,No,No,0,United States,California,Riverside,92509,"34.004379, -117.447864",34.004379,-117.447864,"63,999",Q3,No,0,1,Offer E,Yes,25.99,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20,20,0,0,25.99,45.99,4,Joined,No,0,38,5650,,,No
9773-PEQBZ,Male,43,No,No,No,No,0,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,"38,519",Q3,No,0,10,,Yes,15.6,Yes,Yes,Fiber Optic,22,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.85,797.25,0,0,156,953.25,5,Stayed,No,0,65,5739,,,No
7785-RDVIG,Female,53,No,No,Yes,Yes,2,United States,California,Hemet,92543,"33.739415, -116.968339",33.739415,-116.968339,"29,687",Q3,Yes,5,3,,Yes,10.13,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.3,54.7,0,0,30.39,85.09,4,Joined,No,0,57,5722,,,Yes
9602-WCXPI,Male,24,Yes,No,No,No,0,United States,California,Hemet,92544,"33.644585, -116.871544",33.644585,-116.871544,"39,264",Q3,No,0,50,,Yes,21.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.15,989.05,0,0,1086,2075.05,5,Stayed,No,0,29,5249,,,No
2903-YYTBW,Male,48,No,No,Yes,Yes,2,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,"25,694",Q3,Yes,1,1,,Yes,41.1,No,Yes,DSL,18,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.55,44.55,0,0,41.1,85.65,4,Joined,No,0,48,3408,,,Yes
3620-MWJNE,Male,32,No,No,No,No,0,United States,California,Homeland,92548,"33.761894, -117.120868",33.761894,-117.120868,"4,283",Q3,No,0,2,,Yes,19.87,No,Yes,DSL,19,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.45,87.3,0,0,39.74,127.04,3,Joined,No,0,77,5753,,,No
8573-JGCZW,Male,27,Yes,No,No,No,0,United States,California,Idyllwild,92549,"33.755039, -116.741796",33.755039,-116.741796,"3,588",Q3,No,0,17,,Yes,47.79,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.65,351.55,0,0,812.43,1163.98,5,Stayed,No,0,35,4774,,,No
6837-HAEVO,Male,47,No,No,Yes,Yes,2,United States,California,Moreno Valley,92551,"33.88274, -117.224878",33.88274,-117.224878,"22,983",Q3,Yes,9,69,Offer A,Yes,22.49,Yes,Yes,Fiber Optic,11,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105,7297.75,0,0,1551.81,8849.56,4,Stayed,No,0,47,5436,,,Yes
6701-YVNQG,Male,63,No,No,Yes,No,0,United States,California,Moreno Valley,92553,"33.923149, -117.244933",33.923149,-117.244933,"61,205",Q3,Yes,4,72,Offer A,Yes,47.66,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,88.7,6301.7,0,0,3431.52,9733.22,3,Stayed,No,0,41,5764,,,Yes
9504-YAZWB,Female,28,Yes,No,No,No,0,United States,California,Mountain Center,92561,"33.638645, -116.55783",33.638645,-116.55783,"1,500",Q3,No,0,53,,Yes,28.46,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.25,1048.45,0,0,1508.38,2556.83,4,Stayed,No,0,79,4218,,,No
8819-ZBYNA,Female,51,No,No,Yes,No,0,United States,California,Murrieta,92562,"33.548869, -117.334165",33.548869,-117.334165,"36,149",Q3,Yes,6,58,,Yes,37.15,Yes,Yes,Fiber Optic,7,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,109.1,6393.65,0,0,2154.7,8548.35,3,Stayed,No,0,57,4935,,,Yes
6174-NRBTZ,Male,44,No,No,No,No,0,United States,California,Murrieta,92563,"33.581045, -117.14719",33.581045,-117.14719,"18,311",Q3,No,0,46,,No,0,No,Yes,Cable,19,Yes,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,30.75,1489.3,0,0,0,1489.3,3,Stayed,No,0,42,5646,,,No
6137-NICCO,Female,39,No,No,Yes,Yes,2,United States,California,Perris,92571,"33.828289, -117.201666",33.828289,-117.201666,"26,357",Q3,Yes,7,6,,Yes,41.29,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,94.05,518.75,0,0,247.74,766.49,3,Stayed,No,0,59,3083,,,Yes
9065-ZCPQX,Male,24,Yes,No,Yes,No,0,United States,California,San Jacinto,92582,"33.806708, -117.02007",33.806708,-117.02007,"4,456",Q3,Yes,2,72,Offer A,Yes,39.61,Yes,Yes,DSL,85,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,78.85,5763.15,0,0,2851.92,8615.07,3,Stayed,No,0,33,5091,,,Yes
6402-EJMWF,Male,33,No,No,No,No,0,United States,California,San Jacinto,92583,"33.796568, -116.924723",33.796568,-116.924723,"21,349",Q3,No,0,4,,Yes,21.03,No,Yes,DSL,3,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,55.3,238.5,0,0,84.12,322.62,4,Stayed,No,0,31,3684,,,No
3620-EHIMZ,Female,44,No,No,Yes,Yes,2,United States,California,Menifee,92584,"33.653338, -117.178271",33.653338,-117.178271,"14,068",Q3,Yes,3,52,,Yes,9.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.35,1031.7,0,0,513.24,1544.94,5,Stayed,No,0,66,5699,,,Yes
3213-VVOLG,Male,22,Yes,No,Yes,Yes,2,United States,California,Sun City,92585,"33.739412, -117.173334",33.739412,-117.173334,"8,692",Q3,Yes,3,10,,Yes,36.37,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.35,253.5,0,0,363.7,617.2,4,Stayed,No,0,49,2299,,,Yes
6870-ECSHE,Female,23,Yes,No,No,No,0,United States,California,Sun City,92586,"33.707483, -117.200006",33.707483,-117.200006,"18,161",Q3,No,0,2,,Yes,46,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.45,34.8,0,0,92,126.8,4,Joined,No,0,39,4196,,,No
8747-UDCOI,Female,29,Yes,No,Yes,No,0,United States,California,Sun City,92587,"33.69887, -117.25071",33.69887,-117.25071,"13,151",Q3,Yes,7,65,Offer B,Yes,48.66,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.35,1319.95,0,0,3162.9,4482.85,3,Stayed,No,0,71,5076,,,Yes
4626-OZDTJ,Female,35,No,No,Yes,No,0,United States,California,Wildomar,92595,"33.617108, -117.253349",33.617108,-117.253349,"19,368",Q3,Yes,10,51,Offer B,Yes,25.45,Yes,Yes,DSL,4,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,78.65,3950.85,0,0,1297.95,5248.8,5,Stayed,No,0,80,5408,,,Yes
9169-BSVIN,Male,21,Yes,No,No,No,0,United States,California,Winchester,92596,"33.657433, -117.04254",33.657433,-117.04254,"4,093",Q3,No,0,12,,Yes,18.52,Yes,Yes,DSL,53,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,74.75,827.05,0,0,222.24,1049.29,5,Stayed,No,0,40,3521,,,No
8194-PEEBY,Female,38,No,No,Yes,Yes,3,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,"27,369",Q3,Yes,1,24,Offer C,Yes,4.47,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,533.5,0,0,107.28,640.78,4,Stayed,No,0,68,4158,,,Yes
6872-HXFNF,Female,27,Yes,No,Yes,No,0,United States,California,Irvine,92606,"33.703976, -117.824172",33.703976,-117.824172,"17,621",Q3,Yes,1,64,Offer B,Yes,40.28,Yes,Yes,DSL,52,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,58.35,3756.45,0,0,2577.92,6334.37,3,Stayed,No,0,55,5331,,,Yes
7714-YXSMB,Female,60,No,No,No,No,0,United States,California,Irvine,92612,"33.643095, -117.810896",33.643095,-117.810896,"41,062",Q3,No,0,26,Offer C,Yes,25.66,Yes,Yes,Fiber Optic,3,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.5,2599.95,0,0,667.16,3267.11,3,Stayed,No,0,50,2921,,,No
8387-UGUSU,Female,57,No,No,Yes,Yes,1,United States,California,Irvine,92614,"33.680302, -117.833296",33.680302,-117.833296,"22,499",Q3,Yes,3,15,,Yes,37.9,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,284.3,0,0,568.5,852.8,4,Stayed,No,0,59,3591,,,Yes
1194-HVAIF,Female,21,Yes,No,Yes,No,0,United States,California,Capistrano Beach,92624,"33.458754, -117.665104",33.458754,-117.665104,"7,465",Q3,Yes,1,27,Offer C,Yes,18.42,Yes,Yes,Fiber Optic,26,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,95,2462.55,0,0,497.34,2959.89,4,Stayed,No,0,75,4235,,,Yes
1767-TGTKO,Female,30,No,No,Yes,Yes,2,United States,California,Dana Point,92629,"33.477923, -117.705314",33.477923,-117.705314,"27,730",Q3,No,0,8,Offer E,Yes,5.09,No,Yes,DSL,51,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.45,411.75,0,0,40.72,452.47,4,Stayed,No,0,41,4651,,,Yes
8439-LTUGF,Male,51,No,No,No,No,0,United States,California,Lake Forest,92630,"33.644849, -117.684254",33.644849,-117.684254,"59,176",Q3,No,0,10,Offer D,Yes,19.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20,198.6,0,0,191,389.6,4,Stayed,No,0,53,4802,,,No
8805-JNRAZ,Female,44,No,No,No,No,0,United States,California,Huntington Beach,92646,"33.666301, -117.969501",33.666301,-117.969501,"56,517",Q3,No,0,2,Offer E,Yes,29.28,No,Yes,Cable,4,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,49.2,103.7,0,0,58.56,162.26,5,Joined,No,0,75,2342,,,No
6418-HNFED,Male,33,No,No,Yes,No,0,United States,California,Huntington Beach,92648,"33.679659, -118.016195",33.679659,-118.016195,"42,663",Q3,Yes,1,51,Offer B,Yes,40.34,No,Yes,DSL,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,83.25,4089.45,0,0,2057.34,6146.79,3,Stayed,No,0,62,5340,,,Yes
0206-OYVOC,Female,52,No,No,Yes,Yes,2,United States,California,Huntington Beach,92649,"33.721917, -118.043237",33.721917,-118.043237,"32,304",Q3,Yes,1,46,Offer B,Yes,24.33,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.25,864.2,0,0,1119.18,1983.38,5,Stayed,No,0,77,5596,,,Yes
7291-CDTMJ,Male,40,No,No,No,No,0,United States,California,Laguna Beach,92651,"33.570023, -117.773669",33.570023,-117.773669,"25,206",Q3,No,0,1,Offer E,Yes,13.85,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.65,19.65,0,0,13.85,33.5,3,Joined,No,0,80,3075,,,No
7128-GGCNO,Male,38,No,No,No,No,0,United States,California,Laguna Hills,92653,"33.606899, -117.717854",33.606899,-117.717854,"48,273",Q3,No,0,46,Offer B,Yes,41.1,Yes,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,72.8,3249.4,0,0,1890.6,5140,4,Stayed,No,0,66,2642,,,No
0237-YFUTL,Female,62,No,No,Yes,No,0,United States,California,Midway City,92655,"33.744439, -117.98588",33.744439,-117.98588,"8,660",Q3,Yes,4,50,Offer B,Yes,34.57,Yes,Yes,Fiber Optic,13,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,109.65,5405.8,0,0,1728.5,7134.3,3,Stayed,No,0,21,4676,,,Yes
7691-KGKGP,Male,31,No,No,Yes,Yes,1,United States,California,Aliso Viejo,92656,"33.571259, -117.731917",33.571259,-117.731917,"41,237",Q3,Yes,9,53,Offer B,Yes,2.11,No,Yes,DSL,19,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,65,3363.8,0,0,111.83,3475.63,3,Stayed,No,0,30,5534,,,Yes
6710-HSJRD,Male,48,No,No,Yes,No,0,United States,California,Newport Coast,92657,"33.603282, -117.821841",33.603282,-117.821841,"5,597",Q3,Yes,8,61,Offer B,Yes,12.32,Yes,Yes,Fiber Optic,7,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,114.1,7132.15,0,0,751.52,7883.67,4,Stayed,No,0,64,5239,,,Yes
3675-EQOZA,Male,40,No,No,No,No,0,United States,California,Newport Beach,92660,"33.634626, -117.874882",33.634626,-117.874882,"28,687",Q3,No,0,5,Offer E,Yes,42.52,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.65,93.55,0,0,212.6,306.15,4,Stayed,No,0,60,5597,,,No
0840-DCNZE,Male,33,No,No,No,No,0,United States,California,Newport Beach,92661,"33.601309, -117.902304",33.601309,-117.902304,"4,242",Q3,No,0,47,Offer B,Yes,36.78,No,Yes,DSL,25,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,86.95,4138.9,0,0,1728.66,5867.56,4,Stayed,No,0,57,5631,,,No
1732-FEKLD,Female,30,No,No,No,No,0,United States,California,Newport Beach,92662,"33.606336, -117.893042",33.606336,-117.893042,"3,124",Q3,No,0,54,Offer B,Yes,37.65,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,No,No,No,One Year,Yes,Bank Withdrawal,94.75,5121.75,0,70,2033.1,7224.85,4,Stayed,No,0,50,5665,,,No
9862-KJTYK,Male,19,Yes,No,No,Yes,2,United States,California,Newport Beach,92663,"33.62251, -117.927024",33.62251,-117.927024,"22,133",Q3,No,0,19,Offer D,No,0,No,Yes,DSL,59,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,25.35,566.1,0,0,0,566.1,4,Stayed,No,0,68,3072,,,No
0479-HMSWA,Female,63,No,No,No,Yes,1,United States,California,San Clemente,92672,"33.429488, -117.609432",33.429488,-117.609432,"34,946",Q3,No,0,26,Offer C,Yes,2.48,No,Yes,Fiber Optic,19,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.45,2715.3,0,0,64.48,2779.78,5,Stayed,No,0,62,5980,,,No
5854-KSRBJ,Male,31,No,No,Yes,Yes,1,United States,California,San Clemente,92673,"33.4725, -117.584273",33.4725,-117.584273,"15,297",Q3,Yes,10,70,Offer A,Yes,9.33,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.4,1782.05,0,0,653.1,2435.15,4,Stayed,No,0,33,4954,,,Yes
0365-BZUWY,Male,58,No,No,Yes,No,0,United States,California,San Juan Capistrano,92675,"33.521447, -117.602555",33.521447,-117.602555,"34,321",Q3,Yes,2,17,Offer D,Yes,10.11,Yes,Yes,Fiber Optic,2,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,102.55,1742.5,0,0,171.87,1914.37,5,Stayed,No,0,75,3803,,,Yes
5701-SVCWR,Female,45,No,No,No,Yes,1,United States,California,Laguna Niguel,92677,"33.529047, -117.701175",33.529047,-117.701175,"62,103",Q3,No,0,1,Offer E,Yes,32.95,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,24,24,0,0,32.95,56.95,4,Joined,No,0,60,2559,,,No
3129-AAQOU,Female,50,No,No,Yes,Yes,2,United States,California,Trabuco Canyon,92679,"33.631119, -117.567346",33.631119,-117.567346,"32,268",Q3,Yes,4,19,Offer D,Yes,38.43,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.6,485.9,0,0,730.17,1216.07,3,Stayed,No,0,44,5038,,,Yes
4922-CVPDX,Female,23,Yes,No,Yes,No,0,United States,California,Westminster,92683,"33.752591, -117.993661",33.752591,-117.993661,"88,230",Q3,Yes,6,26,Offer C,Yes,34.12,No,Yes,DSL,58,No,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,73.5,1905.7,17.03,70,887.12,2845.79,5,Stayed,No,0,67,3596,,,Yes
1357-BIJKI,Male,46,No,No,Yes,No,0,United States,California,Mission Viejo,92691,"33.611945, -117.665867",33.611945,-117.665867,"46,371",Q3,Yes,10,50,Offer B,Yes,38.29,Yes,Yes,Fiber Optic,16,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,98.25,4858.7,3.55,0,1914.5,6769.65,4,Stayed,No,0,62,5154,,,Yes
1099-BTKWT,Female,58,No,No,Yes,No,0,United States,California,Mission Viejo,92692,"33.60693, -117.644253",33.60693,-117.644253,"46,227",Q3,Yes,8,68,Offer A,No,0,No,Yes,DSL,11,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,54.4,3723.65,25.62,0,0,3698.03,4,Stayed,No,0,69,4897,,,Yes
2018-PZKMU,Male,32,No,No,Yes,Yes,3,United States,California,Santa Ana,92701,"33.748478, -117.858918",33.748478,-117.858918,"58,157",Q3,Yes,10,9,Offer E,Yes,44.37,No,Yes,Fiber Optic,57,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,103.1,970.45,18.62,0,399.33,1351.16,4,Stayed,No,0,61,4171,,,Yes
7340-KEFQE,Female,23,Yes,No,Yes,Yes,2,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,"70,011",Q3,Yes,7,51,Offer B,No,0,No,Yes,Cable,27,Yes,No,No,Yes,No,No,Yes,Yes,Two Year,No,Bank Withdrawal,34.2,1782,9.39,0,0,1772.61,4,Stayed,No,0,38,6404,,,Yes
4570-QHXHL,Female,48,No,No,No,No,0,United States,California,Santa Ana,92704,"33.719869, -117.907063",33.719869,-117.907063,"91,188",Q3,No,0,9,,Yes,40.73,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,43.75,405.7,5.9,0,366.57,766.37,3,Stayed,No,0,70,5644,,,No
7392-YYPYJ,Male,26,Yes,No,No,No,0,United States,California,Santa Ana,92706,"33.765893, -117.881533",33.765893,-117.881533,"37,879",Q3,No,0,22,Offer D,Yes,28.42,Yes,Yes,Fiber Optic,73,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.65,2415.95,5.01,0,625.24,3036.18,5,Stayed,No,0,34,4094,,,No
2223-GDSHL,Male,41,No,No,Yes,Yes,1,United States,California,Fountain Valley,92708,"33.712036, -117.950113",33.712036,-117.950113,"54,548",Q3,Yes,5,71,Offer A,Yes,26.38,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,116.05,8297.5,42.57,110,1872.98,10237.91,3,Stayed,No,0,62,6481,,,Yes
9470-RTWDV,Male,51,No,No,Yes,Yes,3,United States,California,Tustin,92782,"33.738543, -117.785046",33.738543,-117.785046,"17,494",Q3,Yes,2,26,Offer C,Yes,36.71,Yes,Yes,DSL,57,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,82,2083.1,42.43,0,954.46,2995.13,4,Stayed,No,0,43,3973,,,Yes
2176-OSJUV,Male,29,Yes,No,Yes,No,0,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,"60,553",Q3,Yes,2,71,Offer A,Yes,40.63,Yes,Yes,DSL,69,Yes,Yes,No,Yes,No,No,Yes,Yes,Two Year,No,Bank Withdrawal,65.15,4681.75,4.7,0,2884.73,7561.78,3,Stayed,No,0,69,4384,,,Yes
9348-YVOMK,Male,28,Yes,No,No,No,0,United States,California,Anaheim,92802,"33.807864, -117.923782",33.807864,-117.923782,"45,086",Q3,No,0,4,Offer E,Yes,43.77,No,Yes,DSL,41,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,44.8,176.2,0,0,175.08,351.28,4,Stayed,No,0,39,5565,,,No
8104-OSKWT,Female,61,No,No,No,No,0,United States,California,Anaheim,92804,"33.818, -117.974404",33.818,-117.974404,"81,333",Q3,No,0,12,Offer D,Yes,14.42,Yes,Yes,Fiber Optic,14,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.8,1001.2,21.53,0,173.04,1152.71,3,Stayed,No,0,43,5906,,,No
4521-YEEHE,Female,23,Yes,No,Yes,No,0,United States,California,Anaheim,92805,"33.830209, -117.906099",33.830209,-117.906099,"68,802",Q3,Yes,8,18,Offer D,Yes,18.55,Yes,Yes,Fiber Optic,59,No,No,No,Yes,Yes,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,88.85,1594.75,21.58,0,333.9,1907.07,5,Stayed,No,0,59,3127,,,Yes
4090-KPJIP,Female,42,No,No,No,No,0,United States,California,Anaheim,92806,"33.83796, -117.870494",33.83796,-117.870494,"34,398",Q3,No,0,3,Offer E,Yes,1.64,Yes,Yes,Fiber Optic,8,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.95,212.4,27.6,0,4.92,189.72,5,Joined,No,0,70,3641,,,No
2592-HODOV,Male,44,No,No,No,No,0,United States,California,Brea,92823,"33.924143, -117.79387",33.924143,-117.79387,"1,408",Q3,No,0,13,Offer D,Yes,45.03,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.3,259.65,35.28,0,585.39,809.76,4,Stayed,No,0,66,2823,,,No
7995-ZHHNZ,Male,56,No,No,Yes,No,0,United States,California,Fullerton,92832,"33.868316, -117.929029",33.868316,-117.929029,"24,502",Q3,Yes,1,42,Offer B,Yes,20.65,Yes,Yes,DSL,25,Yes,No,No,No,No,No,No,Yes,One Year,No,Credit Card,56.1,2386.85,28.83,0,867.3,3225.32,4,Stayed,No,0,69,5904,,,Yes
3824-RHKVR,Female,27,Yes,No,No,No,0,United States,California,Fullerton,92833,"33.877639, -117.961212",33.877639,-117.961212,"46,105",Q3,No,0,17,Offer D,Yes,22.26,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,340.35,0,0,378.42,718.77,4,Stayed,No,0,28,4222,,,No
5989-AXPUC,Female,27,Yes,No,Yes,No,0,United States,California,Garden Grove,92840,"33.787165, -117.931889",33.787165,-117.931889,"50,641",Q3,Yes,1,68,Offer A,Yes,1.29,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,118.6,7990.05,38.57,0,87.72,8039.2,4,Stayed,No,0,38,4175,,,Yes
4979-HPRFL,Male,54,No,No,Yes,Yes,2,United States,California,Garden Grove,92841,"33.786738, -117.982564",33.786738,-117.982564,"31,428",Q3,Yes,1,56,Offer B,Yes,37.67,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.15,1402.25,29.41,0,2109.52,3482.36,4,Stayed,No,0,21,5137,,,Yes
8590-OHDIW,Female,52,No,No,Yes,Yes,3,United States,California,Garden Grove,92843,"33.764018, -117.931507",33.764018,-117.931507,"43,491",Q3,Yes,1,38,Offer C,Yes,44.32,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.3,749.35,10.65,0,1684.16,2422.86,5,Stayed,No,0,51,4686,,,Yes
8015-IHCGW,Female,53,No,No,Yes,Yes,1,United States,California,Garden Grove,92844,"33.766476, -117.969795",33.766476,-117.969795,"23,481",Q3,Yes,1,72,Offer A,Yes,36.82,Yes,Yes,Fiber Optic,10,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,115.5,8425.15,42.29,0,2651.04,11033.9,4,Stayed,No,0,65,4017,,,Yes
2332-TODQS,Female,44,No,No,No,No,0,United States,California,Garden Grove,92845,"33.782955, -118.026456",33.782955,-118.026456,"15,878",Q3,No,0,48,Offer B,Yes,34.96,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,25.05,1171.5,16.38,0,1678.08,2833.2,4,Stayed,No,0,33,3642,,,No
8008-OTEZX,Female,30,No,No,Yes,Yes,2,United States,California,Villa Park,92861,"33.817473, -117.810462",33.817473,-117.810462,"5,935",Q3,Yes,1,35,Offer C,Yes,18.29,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.65,708.8,0,0,640.15,1348.95,3,Stayed,No,0,26,3739,,,Yes
2773-OVBPK,Male,60,No,No,Yes,No,0,United States,California,Orange,92865,"33.828779, -117.848299",33.828779,-117.848299,"18,058",Q3,Yes,1,67,Offer A,Yes,21.71,Yes,Yes,Fiber Optic,30,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,111.3,7567.2,36.66,0,1454.57,8985.11,3,Stayed,No,0,59,4469,,,Yes
5999-LCXAO,Female,42,No,No,No,No,0,United States,California,Orange,92866,"33.784597, -117.844535",33.784597,-117.844535,"15,396",Q3,No,0,1,,No,0,No,Yes,DSL,24,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,29.9,29.9,0,0,0,29.9,4,Joined,No,0,61,4155,,,No
5206-XZZQI,Male,56,No,No,No,No,0,United States,California,Orange,92867,"33.81859, -117.821288",33.81859,-117.821288,"40,915",Q3,No,0,53,Offer B,Yes,49.21,No,Yes,Fiber Optic,29,No,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,80.6,4348.1,39.45,90,2608.13,7006.78,4,Stayed,No,0,73,6113,,,No
4803-LBYPN,Male,44,No,No,Yes,Yes,1,United States,California,Orange,92868,"33.787796, -117.875928",33.787796,-117.875928,"23,172",Q3,Yes,1,34,Offer C,Yes,44.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.8,635.9,46.07,0,1514.36,2104.19,3,Stayed,No,0,64,4985,,,Yes
2139-FQHLM,Male,49,No,No,No,No,0,United States,California,Corona,92879,"33.893823, -117.531446",33.893823,-117.531446,"44,875",Q3,No,0,19,Offer D,Yes,9.55,No,Yes,Fiber Optic,6,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,89.95,1682.4,29.64,0,181.45,1834.21,5,Stayed,No,0,35,3402,,,No
1093-YSWCA,Male,45,No,No,No,No,0,United States,California,Corona,92881,"33.833686, -117.513063",33.833686,-117.513063,"21,911",Q3,No,0,11,Offer D,Yes,17.12,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,223.15,26.32,0,188.32,385.15,3,Stayed,No,0,50,5433,,,No
3882-IYOIJ,Female,41,No,No,Yes,Yes,1,United States,California,Yorba Linda,92886,"33.897253, -117.792202",33.897253,-117.792202,"39,458",Q3,Yes,1,60,Offer B,Yes,43.33,Yes,Yes,Fiber Optic,28,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,115.25,6758.45,11.85,0,2599.8,9346.4,5,Stayed,No,0,36,5328,,,Yes
8749-TZYEC,Male,38,No,No,Yes,No,0,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,"20,893",Q3,Yes,1,72,,Yes,13.72,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.8,1874.3,16.26,0,987.84,2845.88,3,Stayed,No,0,71,6251,,,Yes
1755-FZQEC,Male,26,Yes,No,No,No,0,United States,California,Ventura,93001,"34.360261, -119.306383",34.360261,-119.306383,"32,899",Q3,No,0,39,Offer C,Yes,48.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,791.15,20.17,0,1872.78,2643.76,4,Stayed,No,0,69,4041,,,No
3115-JPJDD,Female,43,No,No,Yes,No,0,United States,California,Ventura,93003,"34.279221, -119.221437",34.279221,-119.221437,"46,894",Q3,Yes,1,59,,Yes,29.6,No,Yes,Fiber Optic,12,Yes,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,81.25,4639.45,0,0,1746.4,6385.85,3,Stayed,No,0,58,4709,,,Yes
5600-KTXFM,Male,48,No,No,Yes,Yes,2,United States,California,Ventura,93004,"34.278697, -119.167798",34.278697,-119.167798,"27,381",Q3,Yes,6,2,Offer E,Yes,29.1,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,69.95,143.9,0,0,58.2,202.1,3,Joined,No,0,46,5010,,,Yes
6339-TBELP,Male,53,No,No,No,No,0,United States,California,Fillmore,93015,"34.408161, -118.865111",34.408161,-118.865111,"16,013",Q3,No,0,71,,Yes,6.75,Yes,Yes,Fiber Optic,15,No,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,86.4,6172,0,0,479.25,6651.25,5,Stayed,No,0,30,4069,,,No
7964-YESJC,Female,21,Yes,No,Yes,No,0,United States,California,Moorpark,93021,"34.312945, -118.858169",34.312945,-118.858169,"32,984",Q3,Yes,6,24,,Yes,9.3,Yes,Yes,DSL,27,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,66.3,1559.45,32.59,0,223.2,1750.06,3,Stayed,No,0,45,2235,,,Yes
9938-ZREHM,Female,41,No,No,Yes,No,0,United States,California,Oxnard,93033,"34.156629, -119.117218",34.156629,-119.117218,"77,791",Q3,Yes,4,37,,Yes,42.45,Yes,Yes,DSL,23,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,72.1,2658.4,16.36,0,1570.65,4212.69,3,Stayed,No,0,50,2703,,,Yes
7950-XWOVN,Male,60,No,No,No,No,0,United States,California,Oxnard,93035,"34.18454, -119.224666",34.18454,-119.224666,"25,322",Q3,No,0,11,Offer D,No,0,No,Yes,DSL,22,No,Yes,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,34.7,383.55,22.53,150,0,511.02,5,Stayed,No,0,73,4310,,,No
4647-MUZON,Female,56,No,No,Yes,No,0,United States,California,Port Hueneme,93041,"34.110124, -119.100972",34.110124,-119.100972,"25,634",Q3,Yes,9,18,Offer D,Yes,29.6,No,Yes,Fiber Optic,7,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.95,1745.5,6.72,0,532.8,2271.58,3,Stayed,No,0,20,5009,,,Yes
9702-AIUJO,Male,22,Yes,No,Yes,Yes,2,United States,California,Santa Paula,93060,"34.402343, -119.094824",34.402343,-119.094824,"32,511",Q3,Yes,10,50,,Yes,36.61,No,Yes,DSL,41,No,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,44.8,2230.85,36.22,0,1830.5,4025.13,5,Stayed,No,0,44,6115,,,Yes
8849-PRIQJ,Female,53,No,No,Yes,Yes,2,United States,California,Simi Valley,93063,"34.296813, -118.685703",34.296813,-118.685703,"49,027",Q3,Yes,7,67,,Yes,3.3,Yes,Yes,Fiber Optic,19,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.4,7281.6,38.34,0,221.1,7464.36,3,Stayed,No,0,49,4103,,,Yes
8851-RAGOV,Female,25,Yes,No,Yes,No,0,United States,California,Simi Valley,93065,"34.269449, -118.768471",34.269449,-118.768471,"64,802",Q3,Yes,10,25,,Yes,2.34,No,Yes,DSL,73,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,71.05,1837.7,28.08,0,58.5,1868.12,4,Stayed,No,0,63,5620,,,Yes
5396-IZEPB,Male,37,No,No,No,No,0,United States,California,Summerland,93067,"34.420998, -119.60137",34.420998,-119.60137,576,Q3,No,0,9,Offer E,Yes,24.89,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,180.7,0,0,224.01,404.71,4,Stayed,No,0,66,4194,,,No
1729-VLAZJ,Female,52,No,No,No,Yes,5,United States,California,Santa Barbara,93101,"34.419203, -119.710008",34.419203,-119.710008,"31,727",Q3,No,0,10,Offer D,No,0,No,Yes,DSL,57,Yes,Yes,No,Yes,No,No,No,No,One Year,No,Credit Card,40.25,411.45,17.96,30,0,423.49,3,Stayed,No,0,38,2876,,,No
8285-ABVLB,Female,34,No,No,Yes,No,0,United States,California,Santa Barbara,93103,"34.438581, -119.685368",34.438581,-119.685368,"20,893",Q3,No,0,70,,Yes,40.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,1328.35,33.29,0,2863.7,4158.76,4,Stayed,No,0,79,4311,,,Yes
0701-TJSEF,Male,45,No,No,No,No,0,United States,California,Santa Barbara,93105,"34.037342, -119.80079",34.037342,-119.80079,"25,771",Q3,No,0,9,Offer E,Yes,32.31,No,Yes,Cable,24,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,68.25,576.95,0,0,290.79,867.74,3,Stayed,No,0,40,4366,,,No
5712-VBOXD,Female,53,No,No,No,No,0,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,"12,741",Q3,No,0,4,Offer E,Yes,1.3,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.15,68.45,0,0,5.2,73.65,3,Stayed,No,0,74,5221,,,No
6629-LADHQ,Female,42,No,No,No,No,0,United States,California,Santa Barbara,93109,"34.406256, -119.726936",34.406256,-119.726936,"10,986",Q3,No,0,2,Offer E,Yes,36.96,No,Yes,DSL,24,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.95,123.05,0,0,73.92,196.97,3,Joined,No,0,37,5968,,,No
1559-DTODC,Male,37,No,No,No,No,0,United States,California,Santa Barbara,93111,"34.460197, -119.802602",34.460197,-119.802602,"16,477",Q3,No,0,19,Offer D,No,0,No,Yes,DSL,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.15,468.35,0,0,0,468.35,4,Stayed,No,0,54,3784,,,No
4797-MIWUM,Male,22,Yes,No,Yes,Yes,3,United States,California,Goleta,93117,"34.489983, -120.091246",34.489983,-120.091246,"49,975",Q3,No,0,7,Offer E,Yes,49.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.25,174.7,0,0,348.81,523.51,5,Stayed,No,0,42,3149,,,Yes
4537-CIBHB,Female,59,No,No,Yes,Yes,3,United States,California,Arvin,93203,"35.116307, -118.817644",35.116307,-118.817644,"16,206",Q3,Yes,10,9,,Yes,12.55,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.25,172.35,0,0,112.95,285.3,5,Stayed,No,0,48,4272,,,Yes
4324-AHJKS,Female,42,No,No,No,No,0,United States,California,Buttonwillow,93206,"35.451402, -119.488413",35.451402,-119.488413,"2,078",Q3,No,0,5,,Yes,24.83,No,Yes,DSL,26,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,55.8,300.4,0,0,124.15,424.55,4,Stayed,No,0,23,5104,,,No
4355-CVPVS,Female,49,No,No,Yes,Yes,1,United States,California,California Hot Springs,93207,"35.865795, -118.69759",35.865795,-118.69759,226,Q3,Yes,4,56,,Yes,12.97,No,Yes,Fiber Optic,28,No,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,88.9,4968,0,0,726.32,5694.32,5,Stayed,No,0,72,4170,,,Yes
4495-LHSSK,Female,25,Yes,No,No,Yes,2,United States,California,Camp Nelson,93208,"36.057458, -118.591951",36.057458,-118.591951,191,Q3,No,0,18,Offer D,Yes,17.51,Yes,Yes,DSL,30,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,57.65,992.7,0,0,315.18,1307.88,3,Stayed,No,0,79,3425,,,No
5915-ANOEI,Male,40,No,No,Yes,No,0,United States,California,Corcoran,93212,"36.04533, -119.532424",36.04533,-119.532424,"23,506",Q3,Yes,1,70,,Yes,39.35,Yes,Yes,DSL,2,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,79.15,5536.5,0,0,2754.5,8291,4,Stayed,No,0,49,4408,,,Yes
9861-PDSZP,Female,19,Yes,No,No,No,0,United States,California,Delano,93215,"35.772244, -119.209689",35.772244,-119.209689,"37,280",Q3,No,0,72,,Yes,10.05,Yes,Yes,Fiber Optic,82,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,108.05,7806.6,0,0,723.6,8530.2,3,Stayed,No,0,28,5430,,,No
6704-UTUKK,Male,43,No,No,Yes,No,0,United States,California,Exeter,93221,"36.301689, -119.018233",36.301689,-119.018233,"13,333",Q3,Yes,3,29,,No,0,No,Yes,DSL,15,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,45.9,1332.4,0,20,0,1352.4,4,Stayed,No,0,37,5074,,,Yes
2019-HDCZY,Male,35,No,No,Yes,No,0,United States,California,Farmersville,93223,"36.29878, -119.201028",36.29878,-119.201028,"8,644",Q3,Yes,4,63,,Yes,2.72,Yes,Yes,Fiber Optic,22,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,102.6,6296.75,0,0,171.36,6468.11,5,Stayed,No,0,29,4004,,,Yes
8788-DOXSU,Male,46,No,No,No,No,0,United States,California,Frazier Park,93225,"34.827662, -118.999073",34.827662,-118.999073,"4,498",Q3,No,0,59,,Yes,9.7,No,Yes,DSL,6,No,No,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,61.35,3645.5,0,0,572.3,4217.8,3,Stayed,No,0,27,6250,,,No
7404-JLKQG,Female,21,Yes,No,No,No,0,United States,California,Glennville,93226,"35.735694, -118.738483",35.735694,-118.738483,296,Q3,No,0,3,,Yes,48.3,No,Yes,Cable,42,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,57.55,161.45,0,0,144.9,306.35,3,Joined,No,0,47,4099,,,No
7421-ZLUPA,Female,57,No,No,No,No,0,United States,California,Hanford,93230,"36.29223, -119.622676",36.29223,-119.622676,"53,204",Q3,No,0,8,,No,0,No,Yes,DSL,2,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,29.25,226.95,0,0,0,226.95,3,Stayed,No,0,29,2038,,,No
3274-NSDWE,Female,37,No,No,No,No,0,United States,California,Ivanhoe,93235,"36.385818, -119.224243",36.385818,-119.224243,"4,517",Q3,No,0,68,,Yes,32.99,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,1441.65,0,0,2243.32,3684.97,4,Stayed,No,0,68,6161,,,No
2632-IVXVF,Female,40,No,No,Yes,Yes,3,United States,California,Kernville,93238,"35.852892, -118.397782",35.852892,-118.397782,"1,873",Q3,Yes,3,68,,Yes,14.11,Yes,Yes,Fiber Optic,57,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,111.75,7511.3,0,0,959.48,8470.78,4,Stayed,No,0,77,4967,,,Yes
8915-NNTRC,Male,29,Yes,No,Yes,Yes,1,United States,California,Lake Isabella,93240,"35.607875, -118.466318",35.607875,-118.466318,"5,564",Q3,Yes,4,72,,Yes,41.94,Yes,Yes,Fiber Optic,85,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,107.7,7919.8,0,0,3019.68,10939.48,4,Stayed,No,0,55,4351,,,Yes
5914-GXMDA,Female,42,No,No,Yes,No,0,United States,California,Lamont,93241,"35.245035, -118.905553",35.245035,-118.905553,"15,364",Q3,Yes,1,32,,Yes,45.26,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.3,593.2,0,0,1448.32,2041.52,5,Stayed,No,0,66,5817,,,Yes
7463-IFMQU,Female,44,No,No,Yes,No,0,United States,California,Laton,93242,"36.444232, -119.718285",36.444232,-119.718285,"2,900",Q3,Yes,1,72,,Yes,47.24,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.05,1423.65,0,0,3401.28,4824.93,3,Stayed,No,0,76,4747,,,Yes
2920-RNCEZ,Male,46,No,No,Yes,Yes,1,United States,California,Lebec,93243,"34.845861, -118.885163",34.845861,-118.885163,"1,247",Q3,Yes,10,1,,Yes,11.45,No,Yes,Fiber Optic,14,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.95,69.95,0,0,11.45,81.4,3,Joined,No,0,62,5133,,,Yes
2541-YGPKE,Male,29,Yes,No,Yes,Yes,3,United States,California,Lemon Cove,93244,"36.462671, -118.997291",36.462671,-118.997291,293,Q3,Yes,10,42,,Yes,44.95,No,Yes,DSL,69,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,63.7,2763.35,0,0,1887.9,4651.25,4,Stayed,No,0,55,3764,,,Yes
5382-TEMLV,Male,45,No,No,No,No,0,United States,California,Lindsay,93247,"36.205465, -119.085807",36.205465,-119.085807,"15,508",Q3,No,0,45,,Yes,19.39,No,Yes,DSL,16,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.9,2298.55,0,0,872.55,3171.1,3,Stayed,No,0,71,5274,,,No
3441-CGZJH,Female,46,No,No,Yes,Yes,2,United States,California,Lost Hills,93249,"35.637715, -119.893068",35.637715,-119.893068,"2,502",Q3,Yes,8,43,,No,0,No,Yes,DSL,10,Yes,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Credit Card,60.4,2640.55,0,100,0,2740.55,3,Stayed,No,0,61,2725,,,Yes
9592-ERDKV,Male,43,No,No,Yes,No,0,United States,California,Mc Farland,93250,"35.666886, -119.186717",35.666886,-119.186717,"10,781",Q3,Yes,6,37,,Yes,9.26,Yes,Yes,DSL,28,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,79.25,2911.8,0,0,342.62,3254.42,3,Stayed,No,0,74,2322,,,Yes
4778-IZARL,Male,46,No,No,Yes,No,0,United States,California,New Cuyama,93254,"34.956577, -119.750142",34.956577,-119.750142,798,Q3,Yes,8,63,,Yes,3.18,No,Yes,Fiber Optic,15,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.1,6705.7,0,0,200.34,6906.04,3,Stayed,No,0,26,6216,,,Yes
0432-CAJZV,Male,47,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,3,,Yes,5.39,No,Yes,Fiber Optic,10,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,90.7,237.65,0,0,16.17,253.82,4,Joined,No,0,69,3953,,,No
7008-LZVOZ,Male,59,No,No,Yes,Yes,3,United States,California,Pixley,93256,"35.957019, -119.330928",35.957019,-119.330928,"4,198",Q3,Yes,5,66,,Yes,38.55,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.3,1672.35,0,0,2544.3,4216.65,5,Stayed,No,0,46,5617,,,Yes
9365-CSLBQ,Male,36,No,No,No,Yes,3,United States,California,Richgrove,93261,"35.809921, -119.127437",35.809921,-119.127437,"2,956",Q3,No,0,71,,Yes,4.89,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.35,1654.6,0,0,347.19,2001.79,4,Stayed,No,0,60,4155,,,No
5884-FBCTL,Female,43,No,No,Yes,Yes,2,United States,California,Shafter,93263,"35.490705, -119.286833",35.490705,-119.286833,"15,177",Q3,Yes,4,72,,Yes,35.62,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.1,1857.85,0,0,2564.64,4422.49,4,Stayed,No,0,67,5611,,,Yes
6242-FEGFD,Male,43,No,No,Yes,No,0,United States,California,Stratford,93266,"36.175255, -119.813805",36.175255,-119.813805,"1,729",Q3,Yes,5,66,,Yes,36.55,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,96.6,6424.25,0,0,2412.3,8836.55,3,Stayed,No,0,69,4454,,,Yes
6194-HBGQN,Male,22,Yes,No,No,No,0,United States,California,Taft,93268,"35.184837, -119.402525",35.184837,-119.402525,"14,937",Q3,No,0,51,,Yes,34.75,Yes,Yes,Cable,59,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,81.15,4126.2,0,0,1772.25,5898.45,4,Stayed,No,0,56,4549,,,No
7634-WSWDB,Female,22,Yes,No,No,Yes,1,United States,California,Terra Bella,93270,"35.939068, -119.043666",35.939068,-119.043666,"5,868",Q3,No,0,8,,No,0,No,Yes,DSL,51,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,38.5,330.8,0,0,0,330.8,3,Stayed,No,0,22,4194,,,No
6986-IXNDM,Male,47,No,No,No,No,0,United States,California,Three Rivers,93271,"36.413433, -118.854708",36.413433,-118.854708,"2,318",Q3,No,0,14,Offer D,Yes,27.8,No,Yes,Fiber Optic,17,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.9,1337.45,0,0,389.2,1726.65,3,Stayed,No,0,38,4296,,,No
2987-BJXIK,Female,44,No,No,No,No,0,United States,California,Tulare,93274,"36.185471, -119.375243",36.185471,-119.375243,"56,101",Q3,No,0,70,,Yes,16.93,Yes,Yes,DSL,10,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.7,5991.05,0,0,1185.1,7176.15,4,Stayed,No,0,45,4180,,,No
9769-TSBZE,Female,54,No,No,No,Yes,3,United States,California,Tupman,93276,"35.316263, -119.402559",35.316263,-119.402559,236,Q3,No,0,70,,Yes,16.75,Yes,Yes,DSL,57,Yes,Yes,No,Yes,No,No,No,No,Two Year,No,Bank Withdrawal,66,4891.5,0,90,1172.5,6154,3,Stayed,No,0,72,5265,,,No
1395-WSWXR,Male,40,No,No,No,No,0,United States,California,Weldon,93283,"35.55647, -118.244914",35.55647,-118.244914,"1,935",Q3,No,0,24,,Yes,47.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.75,487.05,0,0,1140.24,1627.29,3,Stayed,No,0,43,4117,,,No
6023-GSSXW,Female,27,Yes,No,Yes,No,0,United States,California,Wofford Heights,93285,"35.690535, -118.552784",35.690535,-118.552784,"2,515",Q3,Yes,1,69,,Yes,2.73,No,Yes,DSL,69,No,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,61.45,4131.2,0,0,188.37,4319.57,5,Stayed,No,0,51,4162,,,Yes
6752-APNJL,Male,30,No,No,Yes,Yes,1,United States,California,Woodlake,93286,"36.464635, -119.094348",36.464635,-119.094348,"8,870",Q3,Yes,7,42,,Yes,18.93,No,Yes,DSL,73,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,54.5,2301.15,0,0,795.06,3096.21,4,Stayed,No,0,57,3449,,,Yes
7446-KQISO,Male,62,No,No,Yes,Yes,3,United States,California,Visalia,93292,"36.37559, -119.211689",36.37559,-119.211689,"30,395",Q3,Yes,2,45,,Yes,7.48,Yes,Yes,Fiber Optic,27,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.75,4900.65,0,0,336.6,5237.25,3,Stayed,No,0,38,4221,,,Yes
9823-EALYC,Male,55,No,No,Yes,Yes,2,United States,California,Bakersfield,93301,"35.383937, -119.020428",35.383937,-119.020428,"12,963",Q3,Yes,6,72,,Yes,9.3,Yes,Yes,DSL,12,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,80.85,5727.45,0,0,669.6,6397.05,3,Stayed,No,0,51,6067,,,Yes
0582-AVCLN,Female,43,No,No,No,No,0,United States,California,Bakersfield,93304,"35.339796, -119.023552",35.339796,-119.023552,"44,588",Q3,No,0,38,,Yes,43.19,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.3,743.05,0,0,1641.22,2384.27,5,Stayed,No,0,59,5919,,,No
5803-NQJZO,Male,46,No,No,Yes,No,0,United States,California,Bakersfield,93305,"35.391733, -118.984109",35.391733,-118.984109,"35,643",Q3,Yes,1,72,,Yes,15.52,Yes,Yes,Cable,6,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,67.8,4804.65,0,0,1117.44,5922.09,3,Stayed,No,0,74,5242,,,Yes
2607-DHDAK,Male,54,No,No,Yes,Yes,2,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,"59,195",Q3,Yes,10,72,,Yes,38.84,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.8,1414.65,0,0,2796.48,4211.13,4,Stayed,No,0,29,5027,,,Yes
1073-XXCZD,Male,54,No,No,Yes,No,0,United States,California,Bakersfield,93308,"35.559617, -118.925185",35.559617,-118.925185,"44,915",Q3,Yes,1,55,,Yes,12.21,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.7,1443.65,0,0,671.55,2115.2,4,Stayed,No,0,79,6228,,,Yes
0743-HRVFF,Female,42,No,No,Yes,Yes,3,United States,California,Bakersfield,93309,"35.342891, -119.064803",35.342891,-119.064803,"58,632",Q3,Yes,4,51,,No,0,No,Yes,DSL,76,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,56.15,2898.95,0,0,0,2898.95,5,Stayed,No,0,48,4132,,,Yes
4006-HKYHO,Male,24,Yes,No,No,No,0,United States,California,Bakersfield,93311,"35.16207, -119.194488",35.16207,-119.194488,"20,440",Q3,No,0,63,,Yes,29.58,No,Yes,DSL,47,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,86.7,5309.5,0,0,1863.54,7173.04,3,Stayed,No,0,74,5841,,,No
3727-JEZTU,Female,29,Yes,No,No,No,0,United States,California,Bakersfield,93312,"35.392599, -119.245341",35.392599,-119.245341,"40,836",Q3,No,0,1,,Yes,45.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.4,20.4,0,0,45.91,66.31,5,Joined,No,0,21,2152,,,No
8143-ETQTI,Female,24,Yes,No,Yes,Yes,3,United States,California,Bakersfield,93313,"35.140938, -119.051348",35.140938,-119.051348,"25,126",Q3,Yes,9,23,Offer D,Yes,1.88,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.65,451.55,0,0,43.24,494.79,4,Stayed,No,0,78,4896,,,Yes
9667-TKTVZ,Female,38,No,No,No,No,0,United States,California,Los Osos,93402,"35.279984, -120.824288",35.279984,-120.824288,"14,859",Q3,No,0,2,,Yes,25.81,Yes,Yes,Cable,7,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.35,117.05,0,0,51.62,168.67,5,Joined,No,0,71,4916,,,No
8570-KLJYJ,Female,40,No,No,No,No,0,United States,California,Arroyo Grande,93420,"35.176236, -120.483243",35.176236,-120.483243,"24,499",Q3,No,0,36,,Yes,25.95,Yes,Yes,DSL,21,Yes,No,No,No,No,No,No,Yes,One Year,No,Credit Card,54.45,1893.5,0,0,934.2,2827.7,3,Stayed,No,0,56,4462,,,No
7754-IXRMC,Female,39,No,No,No,No,0,United States,California,Atascadero,93422,"35.453912, -120.69461",35.453912,-120.69461,"29,539",Q3,No,0,1,,Yes,12.46,No,Yes,DSL,14,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.35,45.35,0,0,12.46,57.81,4,Joined,No,0,23,3980,,,No
9473-CBZOP,Female,35,No,No,No,No,0,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,812,Q3,No,0,28,,Yes,33.05,Yes,Yes,Cable,7,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,59,1654.45,0,0,925.4,2579.85,4,Stayed,No,0,67,4891,,,No
2969-WGHQO,Female,39,No,No,Yes,Yes,3,United States,California,Bradley,93426,"35.842889, -121.004862",35.842889,-121.004862,"1,363",Q3,Yes,1,7,,Yes,18.91,No,Yes,DSL,29,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,69.45,477.05,0,0,132.37,609.42,3,Stayed,No,0,54,3334,,,Yes
5863-OOKCL,Female,60,No,No,No,No,0,United States,California,Cayucos,93430,"35.511833, -120.918713",35.511833,-120.918713,"3,220",Q3,No,0,10,Offer D,Yes,41.04,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,18.85,163.2,0,0,410.4,573.6,3,Stayed,No,0,62,5949,,,No
1686-STUHN,Male,55,No,No,No,No,0,United States,California,Creston,93432,"35.480896, -120.469476",35.480896,-120.469476,"1,203",Q3,No,0,42,,Yes,38.74,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.8,849.9,0,0,1627.08,2476.98,3,Stayed,No,0,39,3575,,,No
1329-VHWNP,Female,42,No,No,No,No,0,United States,California,Grover Beach,93433,"35.120833, -120.61843",35.120833,-120.61843,"13,106",Q3,No,0,7,,No,0,No,Yes,DSL,4,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.05,189.95,0,0,0,189.95,4,Stayed,No,0,63,4404,,,No
0266-GMEAO,Male,43,No,No,Yes,Yes,1,United States,California,Lompoc,93436,"34.601055, -120.382917",34.601055,-120.382917,"51,737",Q3,Yes,1,72,,Yes,15.94,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,114.3,8058.55,0,0,1147.68,9206.23,3,Stayed,No,0,70,5879,,,Yes
5574-NXZIU,Male,36,No,No,No,No,0,United States,California,Los Alamos,93440,"34.758699, -120.275839",34.758699,-120.275839,"1,328",Q3,No,0,63,,Yes,13.14,No,Yes,Fiber Optic,17,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,109.2,7049.75,0,0,827.82,7877.57,4,Stayed,No,0,33,4273,,,No
0019-GFNTW,Female,39,No,No,No,No,0,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,"1,317",Q3,No,0,56,,No,0,No,Yes,DSL,19,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,45.05,2560.1,0,0,0,2560.1,3,Stayed,No,0,37,5795,,,No
4256-ZWTZI,Female,22,Yes,No,No,Yes,1,United States,California,Morro Bay,93442,"35.369553, -120.763864",35.369553,-120.763864,"10,909",Q3,No,0,5,,Yes,40.03,No,Yes,DSL,52,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,51,286.8,0,0,200.15,486.95,4,Stayed,No,0,52,2789,,,No
8309-PPCED,Female,33,No,No,Yes,No,0,United States,California,Nipomo,93444,"35.050345, -120.489599",35.050345,-120.489599,"15,405",Q3,Yes,1,72,,Yes,46.23,Yes,Yes,Fiber Optic,18,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.45,7982.5,0,0,3328.56,11311.06,4,Stayed,No,0,55,6030,,,Yes
5196-WPYOW,Male,43,No,No,Yes,Yes,2,United States,California,Paso Robles,93446,"35.634222, -120.728341",35.634222,-120.728341,"35,586",Q3,Yes,1,67,,Yes,6.53,No,Yes,Cable,19,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,60.05,3994.05,0,0,437.51,4431.56,4,Stayed,No,0,21,6148,,,Yes
4608-LCIMN,Male,45,No,No,Yes,Yes,3,United States,California,Pismo Beach,93449,"35.165668, -120.655842",35.165668,-120.655842,"8,564",Q3,Yes,1,8,,Yes,30.77,No,Yes,DSL,75,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.65,369.15,0,0,246.16,615.31,3,Stayed,No,0,63,5724,,,Yes
1485-YDHMM,Male,49,No,No,Yes,Yes,1,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,670,Q3,Yes,1,52,,Yes,11.3,Yes,Yes,Fiber Optic,10,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.25,4631.7,0,0,587.6,5219.3,3,Stayed,No,0,56,4740,,,Yes
4054-CUMIA,Female,29,Yes,No,Yes,Yes,1,United States,California,San Miguel,93451,"35.886767, -120.608661",35.886767,-120.608661,"2,666",Q3,Yes,10,18,Offer D,Yes,35.44,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.25,401.95,0,0,637.92,1039.87,4,Stayed,No,0,40,2429,,,Yes
0603-TPMIB,Female,40,No,No,Yes,Yes,2,United States,California,San Simeon,93452,"35.746484, -121.223355",35.746484,-121.223355,471,Q3,No,0,59,Offer B,Yes,42.37,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.45,1534.05,0,0,2499.83,4033.88,4,Stayed,No,0,30,4746,,,Yes
2525-GVKQU,Female,60,No,No,No,No,0,United States,California,Santa Margarita,93453,"35.303926, -120.256567",35.303926,-120.256567,"2,687",Q3,No,0,60,Offer B,Yes,47.07,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.6,1093,0,0,2824.2,3917.2,3,Stayed,No,0,35,4192,,,No
8161-QYMTT,Male,55,No,No,No,No,0,United States,California,Santa Maria,93454,"34.943523, -120.256729",34.943523,-120.256729,"30,540",Q3,No,0,7,,Yes,7.37,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.1,701.3,0,0,51.59,752.89,5,Stayed,No,0,22,5259,,,No
9581-GVBXT,Male,59,No,No,Yes,Yes,2,United States,California,Santa Maria,93455,"34.818227, -120.418784",34.818227,-120.418784,"37,364",Q3,No,0,59,Offer B,No,0,No,Yes,DSL,19,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,34.8,1980.3,0,0,0,1980.3,4,Stayed,No,0,23,6300,,,Yes
5862-BRIXZ,Male,33,No,No,No,No,0,United States,California,Santa Maria,93458,"34.95934, -120.490081",34.95934,-120.490081,"43,684",Q3,No,0,46,Offer B,No,0,No,Yes,DSL,13,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,60.75,2893.4,0,0,0,2893.4,4,Stayed,No,0,36,2694,,,No
5404-GGUKR,Male,39,No,No,No,No,0,United States,California,Santa Ynez,93460,"34.630356, -120.032564",34.630356,-120.032564,"5,710",Q3,No,0,5,Offer E,Yes,17.16,No,Yes,DSL,7,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.35,262.3,0,0,85.8,348.1,5,Stayed,No,0,28,2893,,,No
2126-GSEGL,Female,53,No,No,Yes,No,0,United States,California,Solvang,93463,"34.624399, -120.137875",34.624399,-120.137875,"7,958",Q3,Yes,7,70,,Yes,9.28,Yes,Yes,DSL,24,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,84.8,5917.55,0,120,649.6,6687.15,4,Stayed,No,0,32,4032,,,Yes
0440-QEXBZ,Female,64,No,No,No,No,0,United States,California,Mojave,93501,"35.097323, -118.171288",35.097323,-118.171288,"4,882",Q3,No,0,44,Offer B,Yes,18.42,Yes,Yes,DSL,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.15,2139.1,0,0,810.48,2949.58,3,Stayed,No,0,42,5790,,,No
2434-EEVDB,Female,45,No,No,Yes,No,0,United States,California,California City,93505,"35.151491, -117.927597",35.151491,-117.927597,"8,316",Q3,Yes,7,64,Offer B,Yes,1.27,Yes,Yes,Fiber Optic,13,Yes,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,94.6,5948.7,0,0,81.28,6029.98,4,Stayed,No,0,26,5038,,,Yes
6762-QVYJO,Female,25,Yes,No,Yes,Yes,3,United States,California,Acton,93510,"34.501452, -118.207862",34.501452,-118.207862,"7,831",Q3,Yes,8,58,Offer B,No,0,No,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,59.75,3624.35,0,0,0,3624.35,3,Stayed,No,0,21,4678,,,Yes
8152-VETUR,Female,26,Yes,No,Yes,No,0,United States,California,Bishop,93514,"37.04584, -118.397236",37.04584,-118.397236,"13,309",Q3,Yes,7,72,Offer A,Yes,28.59,Yes,Yes,Fiber Optic,58,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,97.7,6869.7,0,0,2058.48,8928.18,5,Stayed,No,0,75,5406,,,Yes
4676-WLUHT,Male,51,No,No,No,No,0,United States,California,Darwin,93522,"36.319181, -117.593053",36.319181,-117.593053,64,Q3,No,0,54,Offer B,No,0,No,Yes,DSL,7,Yes,Yes,No,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,46.2,2431.95,0,0,0,2431.95,3,Stayed,No,0,26,6143,,,No
7980-MHFLQ,Female,42,No,No,Yes,Yes,3,United States,California,Independence,93526,"36.869584, -118.189241",36.869584,-118.189241,734,Q3,Yes,5,72,Offer A,Yes,18.21,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.9,1859.2,0,0,1311.12,3170.32,3,Stayed,No,0,67,5192,,,Yes
0757-WCUUZ,Male,29,Yes,No,Yes,Yes,3,United States,California,June Lake,93529,"37.730269, -119.055813",37.730269,-119.055813,618,Q3,Yes,1,54,Offer B,Yes,36.09,Yes,Yes,DSL,59,No,No,Yes,No,No,Yes,Yes,Yes,Two Year,No,Credit Card,63.35,3409.1,0,0,1948.86,5357.96,3,Stayed,No,0,72,4232,,,Yes
1629-DQQVB,Female,19,Yes,No,No,No,0,United States,California,Keeler,93530,"36.560498, -117.962461",36.560498,-117.962461,71,Q3,No,0,14,,Yes,36.22,No,Yes,Cable,59,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.1,709.5,0,0,507.08,1216.58,3,Stayed,No,0,25,2331,,,No
0374-AACSZ,Female,63,No,No,No,No,0,United States,California,Lancaster,93534,"34.727529, -118.153098",34.727529,-118.153098,"35,109",Q3,No,0,1,Offer E,Yes,38.33,No,Yes,DSL,24,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,50.15,50.15,0,50,38.33,138.48,3,Joined,No,0,30,4421,,,No
4872-VXRIL,Male,22,Yes,No,No,No,0,United States,California,Lancaster,93536,"34.741406, -118.38111",34.741406,-118.38111,"49,309",Q3,No,0,56,Offer B,Yes,48.32,Yes,Yes,DSL,59,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,64.65,3665.55,0,0,2705.92,6371.47,3,Stayed,No,0,70,4656,,,No
9140-CZQZZ,Female,38,No,No,Yes,No,0,United States,California,Lee Vining,93541,"37.890145, -119.184087",37.890145,-119.184087,504,Q3,Yes,7,68,Offer A,Yes,47.95,No,Yes,DSL,14,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,79.6,5515.8,0,0,3260.6,8776.4,4,Stayed,No,0,39,5601,,,Yes
3423-HHXAO,Female,58,No,No,Yes,Yes,1,United States,California,Littlerock,93543,"34.505273, -117.955054",34.505273,-117.955054,"11,198",Q3,Yes,2,14,,Yes,41.05,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.5,272,0,0,574.7,846.7,3,Stayed,No,0,72,2993,,,Yes
9938-TKDGL,Male,38,No,No,Yes,Yes,3,United States,California,Llano,93544,"34.500091, -117.765862",34.500091,-117.765862,"1,220",Q3,Yes,9,68,Offer A,Yes,38.75,No,Yes,Fiber Optic,28,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.55,6668,0,0,2635,9303,3,Stayed,No,0,20,4319,,,Yes
6537-QLGEX,Female,34,No,No,No,No,0,United States,California,Mammoth Lakes,93546,"37.550074, -118.837167",37.550074,-118.837167,"8,217",Q3,No,0,16,,No,0,No,Yes,DSL,30,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,38.9,664.4,0,0,0,664.4,3,Stayed,No,0,39,3300,,,No
3160-TYXLT,Male,37,No,No,No,No,0,United States,California,Palmdale,93552,"34.557711, -118.029441",34.557711,-118.029441,"25,370",Q3,No,0,53,Offer B,No,0,No,Yes,DSL,24,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,46.3,2546.85,0,0,0,2546.85,3,Stayed,No,0,63,6245,,,No
1325-USMEC,Male,58,No,No,Yes,No,0,United States,California,Pearblossom,93553,"34.445239, -117.894868",34.445239,-117.894868,"1,613",Q3,Yes,10,70,Offer A,Yes,48,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,99.35,6944.5,0,0,3360,10304.5,3,Stayed,No,0,53,4120,,,Yes
5606-AMZBO,Female,23,Yes,No,Yes,No,0,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,"14,931",Q3,Yes,4,10,,Yes,38.03,Yes,Yes,Fiber Optic,42,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,78.15,765.15,0,0,380.3,1145.45,3,Stayed,No,0,26,3403,,,Yes
6199-IPCAO,Female,62,No,No,Yes,Yes,2,United States,California,Tehachapi,93561,"35.073777, -118.652112",35.073777,-118.652112,"25,805",Q3,Yes,8,29,,Yes,5.35,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26.1,692.55,0,0,155.15,847.7,3,Stayed,No,0,70,2828,,,Yes
5640-CAXOA,Female,23,Yes,No,No,No,0,United States,California,Auberry,93602,"36.991762, -119.242874",36.991762,-119.242874,"3,464",Q3,No,0,30,,No,0,No,Yes,Cable,42,No,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,40.35,1187.05,0,0,0,1187.05,4,Stayed,No,0,25,5455,,,No
2235-EZAIK,Female,21,Yes,No,Yes,No,0,United States,California,Badger,93603,"36.64545, -118.924982",36.64545,-118.924982,273,Q3,Yes,9,72,Offer A,Yes,22.41,Yes,Yes,DSL,59,Yes,Yes,Yes,Yes,Yes,No,No,No,Two Year,No,Credit Card,79.2,5401.9,0,20,1613.52,7035.42,4,Stayed,No,0,79,4288,,,Yes
3847-BAERP,Female,27,Yes,No,No,No,0,United States,California,Bass Lake,93604,"37.458367, -119.345011",37.458367,-119.345011,613,Q3,No,0,10,,Yes,12.39,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.9,247,0,0,123.9,370.9,5,Stayed,No,0,29,4905,,,No
1453-RZFON,Female,39,No,No,No,Yes,3,United States,California,Cantua Creek,93608,"36.488056, -120.407691",36.488056,-120.407691,"1,766",Q3,No,0,1,Offer E,Yes,9,No,Yes,Cable,53,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,49.9,49.9,0,0,9,58.9,3,Joined,No,0,54,5969,,,No
8263-OKETD,Female,44,No,No,No,No,0,United States,California,Caruthers,93609,"36.5276, -119.865999",36.5276,-119.865999,"5,446",Q3,No,0,20,,Yes,22.75,Yes,Yes,Cable,11,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,68.9,1370.35,0,0,455,1825.35,5,Stayed,No,0,29,3265,,,No
0670-KDOMA,Female,42,No,No,No,No,0,United States,California,Chowchilla,93610,"37.100948, -120.270136",37.100948,-120.270136,"19,391",Q3,No,0,1,Offer E,Yes,28.18,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.25,20.25,0,0,28.18,48.43,4,Joined,No,0,69,5854,,,No
2476-YGEFM,Female,24,Yes,No,No,No,0,United States,California,Clovis,93611,"36.917652, -119.593757",36.917652,-119.593757,"46,858",Q3,No,0,29,,Yes,7.01,Yes,Yes,Fiber Optic,42,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,76,2215.25,0,0,203.29,2418.54,3,Stayed,No,0,46,5324,,,No
8687-BAFGU,Male,34,No,No,No,No,0,United States,California,Clovis,93612,"36.814539, -119.711868",36.814539,-119.711868,"33,856",Q3,No,0,1,Offer E,Yes,23.7,No,Yes,Fiber Optic,25,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74,74,0,0,23.7,97.7,4,Joined,No,0,34,4148,,,No
0641-EVBOJ,Male,61,No,No,No,No,0,United States,California,Coarsegold,93614,"37.212191, -119.749323",37.212191,-119.749323,"9,395",Q3,No,0,3,,Yes,44.97,No,Yes,Fiber Optic,16,Yes,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,82.3,214.4,0,20,134.91,369.31,4,Joined,No,0,56,5755,,,No
0829-XXPLX,Female,48,No,No,No,No,0,United States,California,Cutler,93615,"36.497895, -119.285484",36.497895,-119.285484,"5,519",Q3,No,0,20,,Yes,30.52,No,Yes,Fiber Optic,21,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.4,1871.15,0,0,610.4,2481.55,4,Stayed,No,0,68,2098,,,No
9974-JFBHQ,Male,31,No,No,No,Yes,1,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,"1,965",Q3,No,0,64,Offer B,Yes,22.41,No,Yes,Fiber Optic,24,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.15,6171.2,0,0,1434.24,7605.44,5,Stayed,No,0,52,4590,,,No
6624-JDRDS,Female,22,Yes,No,No,No,0,United States,California,Dos Palos,93620,"37.045728, -120.630682",37.045728,-120.630682,"9,388",Q3,No,0,6,Offer E,No,0,No,Yes,Cable,52,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,29.45,161.45,0,0,0,161.45,3,Stayed,No,0,42,4391,,,No
0608-JDVEC,Male,55,No,No,Yes,No,0,United States,California,Dunlap,93621,"36.789213, -119.140338",36.789213,-119.140338,506,Q3,Yes,5,50,Offer B,Yes,1.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.8,1013.2,0,0,93.5,1106.7,4,Stayed,No,0,61,5914,,,Yes
9780-FKVVF,Male,60,No,No,No,No,0,United States,California,Firebaugh,93622,"36.785618, -120.625382",36.785618,-120.625382,"9,491",Q3,No,0,6,Offer E,Yes,20.11,No,Yes,DSL,5,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,59.15,336.7,0,0,120.66,457.36,3,Stayed,No,0,72,3613,,,No
1919-RTPQD,Male,42,No,No,Yes,Yes,1,United States,California,Fish Camp,93623,"37.483535, -119.679414",37.483535,-119.679414,77,Q3,Yes,7,7,Offer E,Yes,28.7,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.75,333.65,0,0,200.9,534.55,5,Stayed,No,0,67,4699,,,Yes
5214-NLTIT,Male,22,Yes,No,Yes,Yes,1,United States,California,Five Points,93624,"36.397745, -120.119911",36.397745,-120.119911,"1,852",Q3,Yes,1,72,Offer A,Yes,23.7,Yes,Yes,Fiber Optic,59,No,No,Yes,No,No,Yes,Yes,No,Two Year,Yes,Credit Card,90.8,6511.8,0,60,1706.4,8278.2,3,Stayed,No,0,30,6188,,,Yes
3345-PBBFH,Male,24,Yes,No,Yes,No,0,United States,California,Fowler,93625,"36.625792, -119.672483",36.625792,-119.672483,"5,635",Q3,Yes,6,8,Offer E,Yes,2.38,No,Yes,DSL,53,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.55,393.45,0,0,19.04,412.49,5,Stayed,No,0,25,5922,,,Yes
5055-BRMNE,Female,35,No,No,Yes,Yes,2,United States,California,Friant,93626,"37.027663, -119.69056",37.027663,-119.69056,"1,125",Q3,Yes,3,67,Offer A,Yes,40.35,Yes,Yes,Fiber Optic,16,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,106.7,7009.5,0,0,2703.45,9712.95,3,Stayed,No,0,43,4780,,,Yes
2190-PHBHR,Female,22,Yes,No,Yes,No,0,United States,California,Hume,93628,"36.807595, -118.901544",36.807595,-118.901544,93,Q3,Yes,5,72,Offer A,Yes,22.74,Yes,Yes,Fiber Optic,48,Yes,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,94.45,6921.7,0,0,1637.28,8558.98,4,Stayed,No,0,43,5274,,,Yes
2650-GYRYL,Male,25,Yes,No,Yes,Yes,1,United States,California,Kerman,93630,"36.727418, -120.123526",36.727418,-120.123526,"14,062",Q3,Yes,6,33,,Yes,5.86,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.45,600.25,0,0,193.38,793.63,5,Stayed,No,0,66,3470,,,Yes
5208-FVQKB,Male,41,No,No,Yes,No,0,United States,California,Lakeshore,93634,"37.290606, -119.216328",37.290606,-119.216328,52,Q3,Yes,7,70,Offer A,Yes,24.93,No,Yes,DSL,15,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,67.95,4664.15,0,0,1745.1,6409.25,3,Stayed,No,0,27,5514,,,Yes
7184-LRUUR,Female,22,Yes,No,No,No,0,United States,California,Los Banos,93635,"36.995162, -120.955099",36.995162,-120.955099,"29,124",Q3,No,0,22,,Yes,1.74,No,Yes,DSL,85,No,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,65.25,1441.8,0,0,38.28,1480.08,5,Stayed,No,0,52,5146,,,No
6627-CFOSN,Female,54,No,No,No,No,0,United States,California,Madera,93637,"36.902954, -120.194274",36.902954,-120.194274,"28,434",Q3,No,0,59,Offer B,Yes,39.42,Yes,Yes,Fiber Optic,12,Yes,Yes,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,99.45,5623.7,0,30,2325.78,7979.48,3,Stayed,No,0,51,5247,,,No
3982-JGSFD,Male,37,No,No,No,No,0,United States,California,Madera,93638,"37.004068, -119.930027",37.004068,-119.930027,"49,247",Q3,No,0,36,,Yes,12.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.35,695.85,0,0,457.92,1153.77,5,Stayed,No,0,33,3526,,,No
1574-DYCWE,Female,60,No,No,Yes,Yes,1,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,10,51,Offer B,Yes,14.54,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,1028.75,0,0,741.54,1770.29,4,Stayed,No,0,69,4057,,,Yes
7247-XOZPB,Male,52,No,No,Yes,No,0,United States,California,Miramonte,93641,"36.696759, -119.024051",36.696759,-119.024051,571,Q3,Yes,1,53,Offer B,Yes,47.55,Yes,Yes,DSL,13,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,77.4,4155.95,0,0,2520.15,6676.1,4,Stayed,No,0,73,5313,,,Yes
2466-FCCPT,Female,50,No,No,Yes,Yes,3,United States,California,North Fork,93643,"37.244307, -119.470256",37.244307,-119.470256,"3,376",Q3,Yes,7,20,,Yes,7.31,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.7,395.6,0,0,146.2,541.8,5,Stayed,No,0,30,4910,,,Yes
6211-WWLTF,Male,46,No,No,Yes,No,0,United States,California,Oakhurst,93644,"37.648647, -119.231447",37.648647,-119.231447,"8,521",Q3,Yes,3,63,Offer B,Yes,26.81,No,Yes,Fiber Optic,6,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,99.7,6330.4,0,0,1689.03,8019.43,3,Stayed,No,0,39,5135,,,Yes
4826-TZEVA,Female,50,No,No,No,No,0,United States,California,O Neals,93645,"37.140104, -119.657092",37.140104,-119.657092,173,Q3,No,0,40,Offer B,Yes,18.57,No,Yes,Fiber Optic,15,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,74.8,2971.7,0,0,742.8,3714.5,3,Stayed,No,0,52,3258,,,No
6016-NXBNJ,Male,53,No,No,No,No,0,United States,California,Orange Cove,93646,"36.633498, -119.298895",36.633498,-119.298895,"8,449",Q3,No,0,35,,Yes,7.74,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.15,638,0,0,270.9,908.9,3,Stayed,No,0,60,4052,,,No
9138-EFSMO,Male,54,No,No,Yes,Yes,3,United States,California,Orosi,93647,"36.600185, -119.175655",36.600185,-119.175655,"9,780",Q3,Yes,3,26,,Yes,24.17,No,Yes,Fiber Optic,75,No,No,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,78.95,2034.25,0,0,628.42,2662.67,3,Stayed,No,0,40,4237,,,Yes
4632-XJMEX,Male,20,Yes,No,No,Yes,2,United States,California,Fresno,93650,"36.841655, -119.797113",36.841655,-119.797113,"3,258",Q3,No,0,53,Offer B,Yes,47.81,No,Yes,Cable,59,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,62.85,3419.5,0,0,2533.93,5953.43,4,Stayed,No,0,24,6281,,,No
2716-GFZOR,Male,48,No,No,Yes,No,0,United States,California,Raymond,93653,"37.252057, -119.95783",37.252057,-119.95783,972,Q3,Yes,10,43,Offer B,Yes,7.63,No,Yes,Fiber Optic,20,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,86.1,3551.65,0,0,328.09,3879.74,3,Stayed,No,0,42,2358,,,Yes
3724-UCSHY,Male,48,No,No,Yes,Yes,3,United States,California,Reedley,93654,"36.636638, -119.421842",36.636638,-119.421842,"25,923",Q3,Yes,5,6,Offer E,Yes,36.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,122.9,0,0,219.24,342.14,3,Stayed,No,0,25,3072,,,Yes
8626-XHBIE,Male,48,No,No,No,Yes,3,United States,California,Riverdale,93656,"36.452211, -119.94575",36.452211,-119.94575,"5,729",Q3,No,0,56,Offer B,Yes,22.47,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.8,1424.2,0,0,1258.32,2682.52,3,Stayed,No,0,79,4262,,,No
3192-LNKRK,Male,63,No,No,Yes,Yes,1,United States,California,San Joaquin,93660,"36.600193, -120.153393",36.600193,-120.153393,"4,318",Q3,Yes,10,34,,Yes,5.65,No,Yes,Fiber Optic,26,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,84.05,2909.95,0,0,192.1,3102.05,3,Stayed,No,0,67,3476,,,Yes
4439-YRNVD,Female,33,No,No,No,No,0,United States,California,Selma,93662,"36.545322, -119.642281",36.545322,-119.642281,"26,213",Q3,No,0,10,,No,0,No,Yes,DSL,23,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,36.25,374,0,0,0,374,3,Stayed,No,0,24,4571,,,No
2208-UGTGR,Male,62,No,No,No,No,0,United States,California,Sultana,93666,"36.545353, -119.338535",36.545353,-119.338535,306,Q3,No,0,56,Offer B,Yes,10.99,Yes,Yes,Fiber Optic,28,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,98.6,5581.05,0,0,615.44,6196.49,3,Stayed,No,0,58,5601,,,No
3005-TYFRD,Female,54,No,No,Yes,No,0,United States,California,Tollhouse,93667,"36.993666, -119.348267",36.993666,-119.348267,"2,633",Q3,Yes,4,55,Offer B,Yes,33.66,Yes,Yes,Fiber Optic,25,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,103.65,5676.65,0,0,1851.3,7527.95,5,Stayed,No,0,46,4768,,,Yes
8670-MEFCP,Female,23,Yes,No,Yes,Yes,2,United States,California,Tranquillity,93668,"36.635661, -120.288644",36.635661,-120.288644,"1,130",Q3,Yes,7,36,,Yes,40.54,Yes,Yes,Cable,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,92.9,3379.25,0,0,1459.44,4838.69,3,Stayed,No,0,77,3570,,,Yes
3079-BCHLN,Male,26,Yes,No,Yes,No,0,United States,California,Wishon,93669,"37.287758, -119.548156",37.287758,-119.548156,327,Q3,No,0,47,Offer B,Yes,43.2,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.9,942.95,0,0,2030.4,2973.35,5,Stayed,No,0,70,5394,,,Yes
7777-UNYHB,Female,43,No,No,Yes,Yes,1,United States,California,Traver,93673,"36.456091, -119.486225",36.456091,-119.486225,646,Q3,Yes,3,12,,Yes,24.65,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.1,232.4,0,0,295.8,528.2,3,Stayed,No,0,21,2360,,,Yes
2969-VAPYH,Female,28,Yes,No,No,No,0,United States,California,Fresno,93704,"36.799648, -119.801247",36.799648,-119.801247,"26,580",Q3,No,0,67,Offer A,Yes,35.99,No,Yes,DSL,73,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,60.5,3870,0,0,2411.33,6281.33,3,Stayed,No,0,48,4363,,,No
7181-OQCUT,Male,60,No,No,No,No,0,United States,California,Fresno,93706,"36.654614, -119.903674",36.654614,-119.903674,"35,790",Q3,No,0,21,Offer D,Yes,15.89,Yes,Yes,Fiber Optic,3,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,103.85,2215,0,0,333.69,2548.69,3,Stayed,No,0,77,4520,,,No
8474-UMLNT,Female,36,No,No,No,No,0,United States,California,Fresno,93710,"36.822715, -119.761826",36.822715,-119.761826,"29,337",Q3,No,0,13,Offer D,Yes,28.45,No,Yes,DSL,30,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,67.8,842.25,0,0,369.85,1212.1,3,Stayed,No,0,30,4115,,,No
9142-XMYJH,Female,46,No,No,No,No,0,United States,California,Fresno,93721,"36.732694, -119.783786",36.732694,-119.783786,"6,848",Q3,No,0,29,,Yes,2.76,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.35,601.6,0,0,80.04,681.64,5,Stayed,No,0,49,5227,,,No
2649-HWLYB,Male,45,No,No,Yes,No,0,United States,California,Fresno,93727,"36.751489, -119.68072",36.751489,-119.68072,"54,701",Q3,Yes,2,65,Offer B,Yes,21.58,Yes,Yes,DSL,13,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,76.15,4929.55,0,0,1402.7,6332.25,4,Stayed,No,0,46,6177,,,Yes
5214-CHIWJ,Male,44,No,No,No,No,0,United States,California,Fresno,93728,"36.757345, -119.818274",36.757345,-119.818274,"16,346",Q3,No,0,27,,Yes,21.66,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.3,595.05,0,0,584.82,1179.87,5,Stayed,No,0,71,3159,,,No
2465-BLLEU,Male,31,No,No,No,No,0,United States,California,Salinas,93906,"36.722898, -121.633648",36.722898,-121.633648,"53,946",Q3,No,0,1,Offer E,Yes,10.22,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.75,19.75,0,0,10.22,29.97,5,Joined,No,0,33,4441,,,No
1685-VAYJF,Male,44,No,No,No,No,0,United States,California,Salinas,93907,"36.77462, -121.664714",36.77462,-121.664714,"22,292",Q3,No,0,11,Offer D,Yes,40.59,No,Yes,DSL,22,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,45.2,492,0,150,446.49,1088.49,5,Stayed,No,0,39,5253,,,No
8874-EJNSR,Male,64,No,No,Yes,Yes,2,United States,California,Salinas,93908,"36.624338, -121.615669",36.624338,-121.615669,"13,027",Q3,Yes,8,39,,Yes,20.49,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.2,987.95,0,0,799.11,1787.06,5,Stayed,No,0,65,5453,,,Yes
5049-MUBWG,Male,24,Yes,No,No,No,0,United States,California,Carmel By The Sea,93921,"36.554618, -121.922239",36.554618,-121.922239,"2,966",Q3,No,0,26,,Yes,49.61,No,Yes,DSL,76,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,75,1908.35,0,0,1289.86,3198.21,3,Stayed,No,0,79,4705,,,No
0769-MURVM,Female,44,No,No,Yes,Yes,2,United States,California,Carmel Valley,93924,"36.414611, -121.6386",36.414611,-121.6386,"6,691",Q3,Yes,5,72,Offer A,No,0,No,Yes,Cable,23,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,65.7,4575.35,0,0,0,4575.35,3,Stayed,No,0,52,6187,,,Yes
9253-VIFJQ,Male,50,No,No,Yes,No,0,United States,California,Chualar,93925,"36.596271, -121.442274",36.596271,-121.442274,"1,140",Q3,Yes,6,65,Offer B,Yes,39.49,Yes,Yes,DSL,18,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Credit Card,67.05,4309.55,0,0,2566.85,6876.4,3,Stayed,No,0,52,5224,,,Yes
7030-FZTFM,Male,31,No,No,Yes,Yes,1,United States,California,Gonzales,93926,"36.52588, -121.396719",36.52588,-121.396719,"9,023",Q3,Yes,5,72,Offer A,Yes,45.32,Yes,Yes,Fiber Optic,11,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,110.9,7922.75,0,130,3263.04,11315.79,4,Stayed,No,0,27,6444,,,Yes
9741-YLNTD,Male,37,No,No,No,No,0,United States,California,Greenfield,93927,"36.248708, -121.386617",36.248708,-121.386617,"14,204",Q3,No,0,6,,Yes,43.37,Yes,Yes,Fiber Optic,12,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,87.95,522.35,0,0,260.22,782.57,3,Stayed,No,0,47,2684,,,No
5120-ZBLAI,Female,40,No,No,Yes,No,0,United States,California,King City,93930,"36.220761, -120.980777",36.220761,-120.980777,"14,477",Q3,Yes,5,50,Offer B,Yes,9.47,Yes,Yes,DSL,28,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,75.7,3876.2,0,0,473.5,4349.7,5,Stayed,No,0,75,6144,,,Yes
1194-BHJYC,Male,22,Yes,No,Yes,No,0,United States,California,Lockwood,93932,"35.989792, -121.055933",35.989792,-121.055933,538,Q3,Yes,1,61,Offer B,No,0,No,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,62.15,3778.85,0,0,0,3778.85,3,Stayed,No,0,59,6427,,,Yes
0906-QVPMS,Male,29,Yes,No,Yes,No,0,United States,California,Monterey,93940,"36.362741, -121.869685",36.362741,-121.869685,"32,857",Q3,Yes,4,72,Offer A,Yes,35.71,Yes,Yes,Fiber Optic,58,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,115.15,8349.45,0,0,2571.12,10920.57,4,Stayed,No,0,26,5398,,,Yes
1905-OEILC,Female,42,No,No,No,No,0,United States,California,Pebble Beach,93953,"36.587497, -121.944815",36.587497,-121.944815,"4,602",Q3,No,0,1,Offer E,Yes,20.11,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.5,19.5,0,0,20.11,39.61,5,Joined,No,0,33,3107,,,No
7858-GTZSP,Female,33,No,No,No,No,0,United States,California,San Lucas,93954,"36.125529, -120.864443",36.125529,-120.864443,521,Q3,No,0,12,Offer D,Yes,18.75,Yes,Yes,Fiber Optic,25,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,86.55,1066.9,0,110,225,1401.9,5,Stayed,No,0,71,2061,,,No
6248-BSHKG,Male,42,No,No,Yes,Yes,3,United States,California,Soledad,93960,"36.414216, -121.360597",36.414216,-121.360597,"13,003",Q3,Yes,7,61,Offer B,Yes,31.49,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.4,1226.45,0,0,1920.89,3147.34,3,Stayed,No,0,77,5897,,,Yes
4685-TFLLS,Male,39,No,No,Yes,Yes,3,United States,California,Spreckels,93962,"36.624641, -121.647195",36.624641,-121.647195,407,Q3,Yes,1,18,Offer D,Yes,45.18,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.8,342.3,0,0,813.24,1155.54,5,Stayed,No,0,74,4808,,,Yes
3470-BTGQO,Male,60,No,No,No,Yes,2,United States,California,Belmont,94002,"37.509366, -122.306132",37.509366,-122.306132,"25,566",Q3,No,0,21,Offer D,Yes,19.57,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.65,985.05,0,0,410.97,1396.02,4,Stayed,No,0,39,5731,,,No
1209-VFFOC,Male,47,No,No,Yes,Yes,2,United States,California,Brisbane,94005,"37.684694, -122.40712",37.684694,-122.40712,"3,635",Q3,Yes,10,68,Offer A,No,0,No,Yes,DSL,19,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,56.4,3948.45,0,0,0,3948.45,3,Stayed,No,0,59,4556,,,Yes
4553-DVPZG,Female,30,No,No,Yes,No,0,United States,California,Daly City,94015,"37.680844, -122.48131",37.680844,-122.48131,"63,337",Q3,Yes,10,62,Offer B,Yes,15.06,Yes,Yes,Fiber Optic,82,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.35,6164.7,0,0,933.72,7098.42,5,Stayed,No,0,77,5049,,,Yes
6917-IAYHD,Male,44,No,No,No,Yes,1,United States,California,La Honda,94020,"37.285677, -122.224165",37.285677,-122.224165,"1,622",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,19,No,Yes,No,Yes,No,No,No,No,Month-to-Month,No,Credit Card,33.6,33.6,0,50,0,83.6,5,Joined,No,0,27,4369,,,No
8620-RJPZN,Female,27,Yes,No,No,No,0,United States,California,Los Altos,94022,"37.349546, -122.134356",37.349546,-122.134356,"18,486",Q3,No,0,1,,Yes,45.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.7,20.7,0,0,45.86,66.56,5,Joined,No,0,68,3061,,,No
7572-KPVKK,Male,44,No,No,No,Yes,1,United States,California,Los Altos,94024,"37.352911, -122.093002",37.352911,-122.093002,"21,496",Q3,No,0,62,Offer B,Yes,17.67,Yes,Yes,Fiber Optic,19,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.05,6590.5,0,0,1095.54,7686.04,4,Stayed,No,0,33,5900,,,No
2642-MAWLJ,Female,26,Yes,No,Yes,Yes,2,United States,California,Menlo Park,94025,"37.449551, -122.183762",37.449551,-122.183762,"39,062",Q3,Yes,8,36,Offer C,Yes,42.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.25,717.95,0,0,1530.36,2248.31,5,Stayed,No,0,57,5272,,,Yes
7103-ZGVNT,Female,59,No,No,Yes,Yes,3,United States,California,Portola Valley,94028,"37.369709, -122.215844",37.369709,-122.215844,"6,601",Q3,Yes,10,69,Offer A,Yes,7.84,Yes,Yes,Cable,21,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,73.7,4885.85,0,0,540.96,5426.81,4,Stayed,No,0,78,4268,,,Yes
2027-WKXMW,Female,49,No,No,Yes,No,0,United States,California,Montara,94037,"37.540582, -122.509594",37.540582,-122.509594,"2,346",Q3,Yes,10,63,Offer B,Yes,20.37,Yes,Yes,Fiber Optic,26,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,108.75,6871.7,0,0,1283.31,8155.01,5,Stayed,No,0,20,4582,,,Yes
7137-NAXML,Male,63,No,No,No,No,0,United States,California,Moss Beach,94038,"37.515556, -122.502311",37.515556,-122.502311,"3,064",Q3,No,0,23,Offer D,Yes,26.37,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.15,405.6,0,0,606.51,1012.11,4,Stayed,No,0,63,4402,,,No
2428-ZMCTB,Male,24,Yes,No,No,No,0,United States,California,Mountain View,94040,"37.380662, -122.086022",37.380662,-122.086022,"32,143",Q3,No,0,10,Offer D,Yes,20.29,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,208.25,0,0,202.9,411.15,3,Stayed,No,0,62,3926,,,No
2961-VNFKL,Female,42,No,No,Yes,No,0,United States,California,Mountain View,94041,"37.388349, -122.075299",37.388349,-122.075299,"13,483",Q3,Yes,2,71,Offer A,Yes,24.71,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.95,1801.9,0,0,1754.41,3556.31,5,Stayed,No,0,23,5072,,,Yes
6963-KQYQB,Female,24,Yes,No,Yes,Yes,2,United States,California,Pacifica,94044,"37.573633, -122.455167",37.573633,-122.455167,"38,885",Q3,Yes,4,70,Offer A,Yes,4.27,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.05,1764.75,0,0,298.9,2063.65,5,Stayed,No,0,32,4722,,,Yes
5934-RMPOV,Female,32,No,No,No,Yes,2,United States,California,Pescadero,94060,"37.22565, -122.297533",37.22565,-122.297533,"2,055",Q3,No,0,22,Offer D,Yes,33.73,Yes,Yes,Fiber Optic,19,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,84.75,1816.75,0,0,742.06,2558.81,3,Stayed,No,0,79,4240,,,No
1207-BLKSA,Female,42,No,No,Yes,Yes,2,United States,California,Redwood City,94061,"37.461251, -122.235414",37.461251,-122.235414,"35,737",Q3,Yes,1,52,,Yes,19.21,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,23.05,1255.1,0,0,998.92,2254.02,3,Stayed,No,0,34,4922,,,Yes
8316-BBQAY,Female,45,No,No,No,No,0,United States,California,Redwood City,94063,"37.499411, -122.196318",37.499411,-122.196318,"32,368",Q3,No,0,65,,No,0,No,Yes,Cable,22,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,59.95,3921.1,0,0,0,3921.1,3,Stayed,No,0,74,6251,,,No
1166-PQLGG,Female,58,No,No,Yes,Yes,1,United States,California,Redwood City,94065,"37.527497, -122.230941",37.527497,-122.230941,"10,658",Q3,Yes,6,72,,Yes,17.33,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.55,1463.45,0,0,1247.76,2711.21,3,Stayed,No,0,68,4424,,,Yes
3146-JTQHR,Male,23,Yes,No,Yes,No,0,United States,California,San Bruno,94066,"37.624436, -122.430661",37.624436,-122.430661,"39,566",Q3,Yes,3,10,Offer D,Yes,39.35,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.6,189.45,0,0,393.5,582.95,5,Stayed,No,0,57,3778,,,Yes
4291-YZODP,Female,56,No,No,No,Yes,3,United States,California,San Carlos,94070,"37.497915, -122.267361",37.497915,-122.267361,"28,098",Q3,No,0,7,Offer E,Yes,49.66,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,96.8,0,0,347.62,444.42,5,Stayed,No,0,62,3810,,,No
6427-FEFIG,Female,63,No,No,Yes,Yes,3,United States,California,South San Francisco,94080,"37.654436, -122.426468",37.654436,-122.426468,"60,599",Q3,Yes,8,24,Offer C,Yes,21.43,Yes,Yes,DSL,56,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,78.6,1846.65,0,0,514.32,2360.97,4,Stayed,No,0,30,2939,,,Yes
0017-IUDMW,Female,25,Yes,No,Yes,Yes,2,United States,California,Sunnyvale,94086,"37.378541, -122.020456",37.378541,-122.020456,"64,010",Q3,Yes,2,72,,Yes,16.01,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,116.8,8456.75,0,0,1152.72,9609.47,3,Stayed,No,0,52,6252,,,Yes
8706-HRADD,Male,29,Yes,No,No,No,0,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,"50,070",Q3,No,0,21,Offer D,No,0,No,Yes,DSL,26,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,43.55,1011.5,0,0,0,1011.5,4,Stayed,No,0,63,5808,,,No
9955-QOPOY,Male,23,Yes,No,Yes,No,0,United States,California,Sunnyvale,94089,"37.421633, -122.009613",37.421633,-122.009613,"16,985",Q3,Yes,7,69,,No,0,No,Yes,DSL,42,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,60.8,4263.4,0,0,0,4263.4,4,Stayed,No,0,63,5683,,,Yes
4385-ZKVNW,Male,58,No,No,Yes,Yes,3,United States,California,San Francisco,94102,"37.7795, -122.419233",37.7795,-122.419233,"28,998",Q3,Yes,4,44,,Yes,46.54,No,Yes,DSL,52,No,Yes,No,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,54.9,2549.1,0,130,2047.76,4726.86,4,Stayed,No,0,21,4412,,,Yes
9031-ZVQPT,Male,21,Yes,No,Yes,No,0,United States,California,San Francisco,94109,"37.794487, -122.42227",37.794487,-122.42227,"56,330",Q3,Yes,10,72,,Yes,14.19,Yes,Yes,Fiber Optic,71,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.2,7840.6,0,0,1021.68,8862.28,4,Stayed,No,0,57,4773,,,Yes
2990-IAJSV,Male,55,No,No,No,No,0,United States,California,San Francisco,94110,"37.750021, -122.415201",37.750021,-122.415201,"74,641",Q3,No,0,72,,Yes,45.41,Yes,Yes,Cable,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,92,6632.75,0,0,3269.52,9902.27,3,Stayed,No,0,68,4200,,,No
9027-YFHQJ,Male,26,Yes,No,No,No,0,United States,California,San Francisco,94112,"37.720498, -122.443119",37.720498,-122.443119,"73,117",Q3,No,0,7,Offer E,Yes,45.13,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.05,152.95,0,0,315.91,468.86,5,Stayed,No,0,54,4868,,,No
5176-LDKUH,Female,64,No,No,No,No,0,United States,California,San Francisco,94114,"37.758085, -122.434801",37.758085,-122.434801,"30,587",Q3,No,0,48,,Yes,41.26,No,Yes,Fiber Optic,23,No,Yes,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,75.15,3772.65,0,0,1980.48,5753.13,4,Stayed,No,0,75,3345,,,No
4644-OBGFZ,Male,43,No,No,Yes,Yes,3,United States,California,San Francisco,94115,"37.786031, -122.437301",37.786031,-122.437301,"33,122",Q3,Yes,5,55,,Yes,36.23,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.5,1026.35,0,0,1992.65,3019,4,Stayed,No,0,64,5067,,,Yes
7926-IJOOU,Male,50,No,No,No,No,0,United States,California,San Francisco,94116,"37.74441, -122.486764",37.74441,-122.486764,"42,959",Q3,No,0,1,Offer E,Yes,16.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.3,19.3,0,0,16.36,35.66,5,Joined,No,0,47,5626,,,No
6480-YAGIY,Male,57,No,No,No,No,0,United States,California,San Francisco,94117,"37.770533, -122.445121",37.770533,-122.445121,"38,756",Q3,No,0,45,,Yes,28.72,No,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,112.2,5031.85,0,0,1292.4,6324.25,3,Stayed,No,0,74,3091,,,No
4029-HPFVY,Male,35,No,No,No,No,0,United States,California,San Francisco,94118,"37.781304, -122.461522",37.781304,-122.461522,"38,955",Q3,No,0,3,,Yes,9.74,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.3,220.4,0,0,29.22,249.62,4,Joined,No,0,67,4275,,,No
7602-DBTOU,Female,46,No,No,Yes,No,0,United States,California,San Francisco,94121,"37.776718, -122.495781",37.776718,-122.495781,"42,476",Q3,Yes,2,71,,Yes,37.83,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,1416.5,0,0,2685.93,4102.43,4,Stayed,No,0,20,4890,,,Yes
5345-BMKWB,Male,29,Yes,No,Yes,No,0,United States,California,San Francisco,94122,"37.760412, -122.484966",37.760412,-122.484966,"55,504",Q3,Yes,9,8,,Yes,4.98,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,158.35,0,0,39.84,198.19,4,Stayed,No,0,24,4964,,,Yes
5457-COLHT,Male,48,No,No,Yes,Yes,3,United States,California,San Francisco,94124,"37.731505, -122.384532",37.731505,-122.384532,"33,177",Q3,Yes,5,69,,Yes,40.36,No,Yes,Cable,53,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,80.65,5542.55,0,0,2784.84,8327.39,3,Stayed,No,0,41,4618,,,Yes
7998-WNZEM,Male,51,No,No,No,No,0,United States,California,San Francisco,94131,"37.746699, -122.442833",37.746699,-122.442833,"27,906",Q3,No,0,71,,Yes,12.27,Yes,Yes,DSL,21,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,80.6,5708.2,0,0,871.17,6579.37,4,Stayed,No,0,47,5447,,,No
4664-NJCMS,Female,52,No,No,Yes,No,0,United States,California,San Francisco,94133,"37.802071, -122.411004",37.802071,-122.411004,"26,831",Q3,Yes,7,33,Offer C,No,0,No,Yes,DSL,7,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,59.55,2016.3,0,0,0,2016.3,3,Stayed,No,0,68,5980,,,Yes
0307-BCOPK,Female,62,No,No,No,No,0,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,"40,137",Q3,No,0,16,Offer D,Yes,41.51,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.05,326.65,0,0,664.16,990.81,5,Stayed,No,0,60,4336,,,No
2542-HYGIQ,Female,58,No,No,No,No,0,United States,California,Palo Alto,94303,"37.45809, -122.115398",37.45809,-122.115398,"45,499",Q3,No,0,1,,Yes,38.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,19.95,0,0,38.84,58.79,5,Joined,No,0,48,2732,,,No
5016-LIPDW,Male,45,No,No,Yes,Yes,2,United States,California,Stanford,94305,"37.424342, -122.165641",37.424342,-122.165641,"13,386",Q3,Yes,1,57,,Yes,41.56,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.4,1061.6,0,0,2368.92,3430.52,5,Stayed,No,0,53,4194,,,Yes
6481-LXPWL,Male,61,No,No,Yes,Yes,1,United States,California,Palo Alto,94306,"37.416159, -122.131337",37.416159,-122.131337,"24,492",Q3,Yes,1,56,,No,0,No,Yes,DSL,28,No,Yes,Yes,No,No,No,No,No,One Year,Yes,Credit Card,36.1,1971.5,0,60,0,2031.5,3,Stayed,No,0,38,5092,,,Yes
6124-ACRHJ,Female,59,No,No,No,No,0,United States,California,San Mateo,94403,"37.538309, -122.305109",37.538309,-122.305109,"37,926",Q3,No,0,1,,Yes,41.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,19.75,0,0,41.28,61.03,5,Joined,No,0,32,4099,,,No
9362-MWODR,Female,63,No,No,No,Yes,1,United States,California,San Mateo,94404,"37.556094, -122.272437",37.556094,-122.272437,"31,882",Q3,No,0,40,,Yes,20.13,No,Yes,DSL,10,Yes,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,64.1,2460.35,0,0,805.2,3265.55,3,Stayed,No,0,79,5056,,,No
9975-GPKZU,Male,62,No,No,Yes,Yes,3,United States,California,Alameda,94501,"37.774633, -122.274434",37.774633,-122.274434,"58,555",Q3,No,0,46,,Yes,7.67,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,856.5,0,0,352.82,1209.32,4,Stayed,No,0,56,2610,,,Yes
9625-RZFUK,Male,47,No,No,Yes,Yes,1,United States,California,Alameda,94502,"37.724817, -122.224363",37.724817,-122.224363,"13,996",Q3,No,0,63,,Yes,3.65,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,1275.85,0,0,229.95,1505.8,5,Stayed,No,0,63,4235,,,Yes
5153-LXKDT,Male,51,No,No,Yes,Yes,3,United States,California,Danville,94506,"37.791481, -121.903253",37.791481,-121.903253,"19,777",Q3,Yes,1,68,,Yes,18.47,Yes,Yes,Fiber Optic,75,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.2,7467.5,0,0,1255.96,8723.46,3,Stayed,No,0,37,4108,,,Yes
5161-UBZXI,Male,38,No,No,Yes,Yes,2,United States,California,Alamo,94507,"37.855717, -121.994813",37.855717,-121.994813,"15,187",Q3,Yes,1,69,,Yes,42.9,No,Yes,Fiber Optic,24,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,106.35,7261.75,0,0,2960.1,10221.85,4,Stayed,No,0,58,6315,,,Yes
1020-JPQOW,Female,63,No,No,Yes,No,0,United States,California,Angwin,94508,"38.542448, -122.419923",38.542448,-122.419923,"3,641",Q3,Yes,1,56,,Yes,2.8,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,90.55,5116.6,0,40,156.8,5313.4,4,Stayed,No,0,63,6161,,,Yes
7919-ZODZZ,Female,32,No,No,Yes,Yes,2,United States,California,Antioch,94509,"37.980057, -121.801599",37.980057,-121.801599,"90,891",Q3,Yes,1,10,Offer D,Yes,42,No,Yes,DSL,14,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,65.9,660.05,0,0,420,1080.05,4,Stayed,No,0,78,5289,,,Yes
0565-JUPYD,Male,26,Yes,No,No,No,0,United States,California,Benicia,94510,"38.113533, -122.11926",38.113533,-122.11926,"25,578",Q3,No,0,63,,Yes,21.45,Yes,Yes,Fiber Optic,85,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Credit Card,104.5,6590.8,0,0,1351.35,7942.15,4,Stayed,No,0,43,4908,,,No
6867-ACCZI,Female,34,No,No,Yes,Yes,3,United States,California,Bethel Island,94511,"38.050558, -121.646924",38.050558,-121.646924,"2,379",Q3,Yes,1,24,Offer C,No,0,No,Yes,DSL,75,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,52.5,1208.15,0,0,0,1208.15,3,Stayed,No,0,47,3303,,,Yes
5939-XAIXZ,Female,54,No,No,No,No,0,United States,California,Birds Landing,94512,"38.140719, -121.838298",38.140719,-121.838298,138,Q3,No,0,19,Offer D,Yes,36.88,Yes,Yes,DSL,27,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,56.1,1033.9,0,0,700.72,1734.62,3,Stayed,No,0,27,3367,,,No
9054-FOWNV,Male,53,No,No,Yes,Yes,3,United States,California,Brentwood,94513,"37.908242, -121.682472",37.908242,-121.682472,"26,577",Q3,Yes,1,22,Offer D,Yes,11.39,Yes,Yes,Fiber Optic,56,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,88.75,1885.15,0,0,250.58,2135.73,4,Stayed,No,0,48,5585,,,Yes
8207-VVMYB,Female,44,No,No,Yes,No,0,United States,California,Clayton,94517,"37.881842, -121.848111",37.881842,-121.848111,"14,239",Q3,Yes,1,70,,Yes,14.15,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,26,2006.95,0,0,990.5,2997.45,4,Stayed,No,0,76,6170,,,Yes
9732-EQMWY,Female,20,Yes,No,Yes,No,0,United States,California,Concord,94518,"37.950248, -122.022455",37.950248,-122.022455,"27,394",Q3,Yes,1,49,,Yes,12.39,No,Yes,Fiber Optic,46,No,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,99.4,5025,0,10,607.11,5642.11,4,Stayed,No,0,59,4725,,,Yes
5269-NRGDP,Male,54,No,No,Yes,Yes,2,United States,California,Concord,94521,"37.971421, -121.971504",37.971421,-121.971504,"39,888",Q3,Yes,1,42,,Yes,14.8,No,Yes,DSL,23,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,73.15,3088.25,0,0,621.6,3709.85,3,Stayed,No,0,58,2531,,,Yes
6195-MELTI,Male,57,No,No,No,No,0,United States,California,Pleasant Hill,94523,"37.95338, -122.076886",37.95338,-122.076886,"32,685",Q3,No,0,57,,Yes,9.32,No,Yes,DSL,20,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,54.65,3134.7,0,0,531.24,3665.94,5,Stayed,No,0,58,4223,,,No
2121-JAFOM,Female,23,Yes,No,Yes,No,0,United States,California,Danville,94526,"37.815459, -121.977203",37.815459,-121.977203,"32,873",Q3,Yes,1,72,,Yes,1.67,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,115.55,8312.4,0,0,120.24,8432.64,3,Stayed,No,0,38,5076,,,Yes
1227-UDMZR,Female,53,No,No,Yes,No,0,United States,California,Fremont,94536,"37.572273, -121.964583",37.572273,-121.964583,"66,543",Q3,Yes,4,72,,Yes,2.95,Yes,Yes,Cable,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,91.15,6637.9,0,0,212.4,6850.3,4,Stayed,No,0,33,4311,,,Yes
5198-HQAEN,Male,50,No,No,Yes,Yes,3,United States,California,Fremont,94538,"37.505768, -121.962472",37.505768,-121.962472,"56,126",Q3,Yes,5,35,Offer C,Yes,1.53,No,Yes,Fiber Optic,57,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,89.7,3165.6,0,0,53.55,3219.15,4,Stayed,No,0,44,2775,,,Yes
2167-FQSTQ,Female,20,Yes,No,Yes,No,0,United States,California,Hayward,94541,"37.674002, -122.076796",37.674002,-122.076796,"60,274",Q3,Yes,8,72,,Yes,37.45,Yes,Yes,DSL,48,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,92.4,6786.1,0,150,2696.4,9632.5,3,Stayed,No,0,59,5527,,,Yes
2819-GWENI,Female,64,No,No,Yes,Yes,1,United States,California,Hayward,94542,"37.656695, -122.048361",37.656695,-122.048361,"11,147",Q3,Yes,9,28,Offer C,Yes,21.91,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,543,0,0,613.48,1156.48,4,Stayed,No,0,41,2987,,,Yes
3572-UUHRS,Male,47,No,No,No,No,0,United States,California,Castro Valley,94546,"37.708327, -122.083473",37.708327,-122.083473,"41,698",Q3,No,0,45,,Yes,40.59,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,18.85,867.3,0,0,1826.55,2693.85,4,Stayed,No,0,78,2653,,,No
2692-PFYTJ,Female,23,Yes,No,No,No,0,United States,California,Hercules,94547,"37.991259, -122.214945",37.991259,-122.214945,"22,479",Q3,No,0,1,,Yes,15.22,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,25.75,25.75,0,0,15.22,40.97,4,Joined,No,0,67,2569,,,No
5955-EPOAZ,Female,40,No,No,No,No,0,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,"75,929",Q3,No,0,6,,Yes,43.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.95,109.5,0,0,259.14,368.64,3,Stayed,No,0,77,5554,,,No
6821-JPCDC,Female,29,Yes,No,Yes,No,0,United States,California,Castro Valley,94552,"37.722727, -122.02157",37.722727,-122.02157,"13,212",Q3,Yes,4,48,,Yes,47.64,No,Yes,Fiber Optic,59,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,97.05,4692.95,0,0,2286.72,6979.67,5,Stayed,No,0,66,5893,,,Yes
8815-LMFLX,Male,61,No,No,Yes,Yes,4,United States,California,Martinez,94553,"38.014457, -122.115432",38.014457,-122.115432,"46,677",Q3,Yes,8,25,Offer C,Yes,19.56,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,25.4,546.85,0,0,489,1035.85,3,Stayed,No,0,26,5250,,,Yes
9135-HSWOC,Male,28,Yes,No,Yes,Yes,1,United States,California,Fremont,94555,"37.555473, -122.080312",37.555473,-122.080312,"33,883",Q3,Yes,3,64,Offer B,Yes,14.93,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.7,1274.05,0,0,955.52,2229.57,5,Stayed,No,0,79,5431,,,Yes
8582-KRHPJ,Male,51,No,No,No,No,0,United States,California,Moraga,94556,"37.827946, -122.107185",37.827946,-122.107185,"16,510",Q3,No,0,50,Offer B,No,0,No,Yes,DSL,20,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,35,1782.4,0,0,0,1782.4,3,Stayed,No,0,45,5629,,,No
5811-IWXYM,Female,20,Yes,No,Yes,Yes,1,United States,California,Napa,94558,"38.489789, -122.27011",38.489789,-122.27011,"63,947",Q3,Yes,1,52,Offer B,Yes,44.79,Yes,Yes,Fiber Optic,52,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,101.25,5301.1,0,0,2329.08,7630.18,5,Stayed,No,0,25,5954,,,Yes
1506-YJTYT,Male,21,Yes,No,Yes,Yes,1,United States,California,Oakley,94561,"37.999406, -121.686241",37.999406,-121.686241,"27,607",Q3,Yes,9,45,Offer B,Yes,25.69,Yes,Yes,DSL,26,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,73.85,3371,0,0,1156.05,4527.05,3,Stayed,No,0,76,5264,,,Yes
4123-DVHPH,Male,49,No,No,Yes,No,0,United States,California,Orinda,94563,"37.873916, -122.20522",37.873916,-122.20522,"17,964",Q3,Yes,3,9,,Yes,22.41,Yes,Yes,Fiber Optic,21,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,88.05,801.3,0,0,201.69,1002.99,3,Stayed,No,0,30,2715,,,Yes
2228-BZDEE,Female,45,No,No,No,No,0,United States,California,Pleasanton,94566,"37.633361, -121.862395",37.633361,-121.862395,"36,669",Q3,No,0,54,Offer B,Yes,26.25,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.1,1079.45,0,0,1417.5,2496.95,5,Stayed,No,0,57,5755,,,No
2789-CZANW,Female,49,No,No,Yes,Yes,1,United States,California,Dublin,94568,"37.713926, -121.928425",37.713926,-121.928425,"29,636",Q3,Yes,7,64,Offer B,Yes,21.16,Yes,Yes,Fiber Optic,23,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,110.3,6997.3,0,0,1354.24,8351.54,3,Stayed,No,0,45,5574,,,Yes
7596-LDUXP,Female,61,No,No,No,No,0,United States,California,Rodeo,94572,"38.027218, -122.23463",38.027218,-122.23463,"8,506",Q3,No,0,12,Offer D,Yes,15.97,No,Yes,Fiber Optic,19,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,85.15,979.05,0,0,191.64,1170.69,4,Stayed,No,0,52,2452,,,No
2192-OZITF,Female,60,No,No,No,No,0,United States,California,San Leandro,94577,"37.717196, -122.159338",37.717196,-122.159338,"41,871",Q3,No,0,45,Offer B,Yes,44.29,Yes,Yes,DSL,15,Yes,No,No,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,73.55,3349.1,0,0,1993.05,5342.15,3,Stayed,No,0,56,2280,,,No
5651-CPDND,Male,45,No,No,No,No,0,United States,California,San Leandro,94578,"37.704384, -122.126703",37.704384,-122.126703,"36,568",Q3,No,0,10,Offer D,Yes,13.51,No,Yes,DSL,14,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,46,492.1,0,0,135.1,627.2,4,Stayed,No,0,38,3903,,,No
1131-ALZWV,Female,58,No,No,No,No,0,United States,California,San Lorenzo,94580,"37.676249, -122.132415",37.676249,-122.132415,"26,240",Q3,No,0,24,Offer C,Yes,42.66,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.6,605.25,0,0,1023.84,1629.09,5,Stayed,No,0,62,4147,,,No
7729-XBTWX,Male,62,No,No,Yes,Yes,2,United States,California,San Ramon,94583,"37.766556, -121.976784",37.766556,-121.976784,"44,078",Q3,Yes,7,66,,Yes,31.53,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.75,1344.5,0,0,2080.98,3425.48,4,Stayed,No,0,58,4485,,,Yes
9134-WYRVP,Male,51,No,No,No,No,0,United States,California,Suisun City,94585,"38.197907, -122.017258",38.197907,-122.017258,"39,279",Q3,No,0,51,Offer B,Yes,27.3,No,Yes,Fiber Optic,13,Yes,No,No,No,Yes,No,No,Yes,One Year,No,Credit Card,86.35,4267.15,0,0,1392.3,5659.45,3,Stayed,No,0,74,5311,,,No
3284-SVCRO,Female,35,No,No,Yes,No,0,United States,California,Sunol,94586,"37.587494, -121.862856",37.587494,-121.862856,790,Q3,Yes,6,45,Offer B,Yes,42.32,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.5,1121.05,0,0,1904.4,3025.45,3,Stayed,No,0,47,3146,,,Yes
9732-OUYRN,Female,54,No,No,Yes,No,0,United States,California,Union City,94587,"37.59485, -122.051521",37.59485,-122.051521,"66,472",Q3,Yes,3,49,Offer B,Yes,13.13,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19,918.7,0,0,643.37,1562.07,3,Stayed,No,0,39,4066,,,Yes
0559-CKHUS,Female,44,No,No,Yes,No,0,United States,California,Pleasanton,94588,"37.685052, -121.912061",37.685052,-121.912061,"28,568",Q3,Yes,6,29,Offer C,Yes,49.96,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.55,521.8,0,0,1448.84,1970.64,3,Stayed,No,0,77,5758,,,Yes
2931-SVLTV,Male,59,No,No,Yes,Yes,3,United States,California,Vallejo,94589,"38.161321, -122.271588",38.161321,-122.271588,"42,209",Q3,Yes,6,40,Offer B,Yes,11.5,Yes,Yes,Fiber Optic,22,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,110.1,4469.1,0,0,460,4929.1,3,Stayed,No,0,39,2283,,,Yes
7504-UWHNB,Male,42,No,No,No,No,0,United States,California,Vallejo,94591,"38.105733, -122.186338",38.105733,-122.186338,"51,665",Q3,No,0,25,Offer C,Yes,40.11,No,Yes,Fiber Optic,18,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,69.75,1729.35,0,100,1002.75,2832.1,4,Stayed,No,0,26,3080,,,No
2582-FFFZR,Female,34,No,No,No,No,0,United States,California,Vallejo,94592,"38.093701, -122.276589",38.093701,-122.276589,159,Q3,No,0,22,,No,0,No,Yes,DSL,8,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.6,1073.3,0,0,0,1073.3,4,Stayed,No,0,62,2854,,,No
8908-NMQTX,Male,36,No,No,No,No,0,United States,California,Walnut Creek,94595,"37.862128, -122.075197",37.862128,-122.075197,"18,024",Q3,No,0,72,,No,0,No,Yes,Cable,9,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,65.6,4566.5,0,0,0,4566.5,3,Stayed,No,0,75,4369,,,No
1431-AIDJQ,Male,44,No,No,Yes,Yes,1,United States,California,Walnut Creek,94598,"37.916648, -122.008483",37.916648,-122.008483,"26,022",Q3,Yes,1,33,Offer C,Yes,1.62,No,Yes,Cable,30,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,82.1,2603.1,0,0,53.46,2656.56,4,Stayed,No,0,32,2281,,,Yes
6288-LBEAR,Female,22,Yes,No,No,No,0,United States,California,Yountville,94599,"38.421458, -122.365048",38.421458,-122.365048,"2,873",Q3,No,0,23,,Yes,15.18,No,Yes,Fiber Optic,46,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.1,1783.75,0,0,349.14,2132.89,5,Stayed,No,0,75,3619,,,No
8413-YNHNV,Male,42,No,No,No,No,0,United States,California,Oakland,94603,"37.739113, -122.175602",37.739113,-122.175602,"31,392",Q3,No,0,69,,Yes,47.43,Yes,Yes,DSL,22,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,90.65,6322.1,0,0,3272.67,9594.77,3,Stayed,No,0,55,6487,,,No
5808-TOTXO,Female,37,No,No,No,Yes,2,United States,California,Oakland,94605,"37.758019, -122.138678",37.758019,-122.138678,"42,854",Q3,No,0,3,,Yes,11.27,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.55,57.4,0,0,33.81,91.21,3,Joined,No,0,69,2774,,,No
4369-NYSCF,Male,61,No,No,No,No,0,United States,California,Oakland,94606,"37.792489, -122.244314",37.792489,-122.244314,"41,876",Q3,No,0,56,Offer B,Yes,18.42,No,Yes,DSL,13,No,Yes,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,75.75,4284.65,0,90,1031.52,5406.17,3,Stayed,No,0,56,6487,,,No
6333-YDVLT,Male,61,No,No,No,No,0,United States,California,Oakland,94607,"37.80707, -122.297401",37.80707,-122.297401,"21,054",Q3,No,0,65,,Yes,33.11,Yes,Yes,Fiber Optic,10,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,110,7138.65,0,0,2152.15,9290.8,4,Stayed,No,0,78,6351,,,No
5324-KTGCG,Male,55,No,No,Yes,No,0,United States,California,Emeryville,94608,"37.83726, -122.287648",37.83726,-122.287648,"24,589",Q3,Yes,5,71,,Yes,44.82,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.85,1539.75,0,0,3182.22,4721.97,4,Stayed,No,0,67,4837,,,Yes
7394-LWLYN,Female,57,No,No,No,No,0,United States,California,Oakland,94610,"37.808731, -122.238708",37.808731,-122.238708,"29,964",Q3,No,0,2,,Yes,33.75,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.15,123.8,0,0,67.5,191.3,3,Joined,No,0,75,4840,,,No
6873-UDNLD,Male,28,Yes,No,No,No,0,United States,California,Oakland,94612,"37.809014, -122.269739",37.809014,-122.269739,"11,702",Q3,No,0,40,,Yes,39.05,No,Yes,DSL,58,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,67.45,2731,0,0,1562,4293,3,Stayed,No,0,55,4714,,,No
2700-LUEVA,Male,49,No,No,No,No,0,United States,California,Oakland,94618,"37.84551, -122.235181",37.84551,-122.235181,"15,438",Q3,No,0,1,,Yes,36.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.75,20.75,0,0,36.28,57.03,3,Joined,No,0,76,2791,,,No
0958-YHXGP,Female,25,Yes,No,No,No,0,United States,California,Oakland,94621,"37.750553, -122.197175",37.750553,-122.197175,"30,751",Q3,No,0,7,,Yes,30.99,No,Yes,Fiber Optic,42,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.9,497.3,0,0,216.93,714.23,4,Stayed,No,0,80,4562,,,No
1101-SSWAG,Female,60,No,No,Yes,No,0,United States,California,Berkeley,94702,"37.866009, -122.286228",37.866009,-122.286228,"15,638",Q3,Yes,1,15,,Yes,31.13,Yes,Yes,DSL,5,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.1,711.15,0,0,466.95,1178.1,5,Stayed,No,0,33,4858,,,Yes
5743-KHMNA,Male,43,No,No,No,No,0,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,"12,448",Q3,No,0,71,,Yes,39.08,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.55,1898.1,0,0,2774.68,4672.78,5,Stayed,No,0,27,6305,,,No
4194-FJARJ,Female,22,Yes,No,Yes,Yes,3,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,"15,882",Q3,Yes,6,54,,Yes,8.53,Yes,Yes,Cable,73,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,60,3273.95,0,0,460.62,3734.57,3,Stayed,No,0,52,4798,,,Yes
5325-UWTWJ,Male,47,No,No,Yes,No,0,United States,California,Berkeley,94707,"37.897753, -122.279391",37.897753,-122.279391,"11,889",Q3,Yes,4,31,Offer C,Yes,22.42,Yes,Yes,Fiber Optic,21,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,90.55,2929.75,0,0,695.02,3624.77,4,Stayed,No,0,48,5722,,,Yes
3969-GYXEL,Female,46,No,No,No,No,0,United States,California,Berkeley,94708,"37.897743, -122.263124",37.897743,-122.263124,"10,737",Q3,No,0,11,,Yes,36.52,No,Yes,Fiber Optic,20,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76.4,838.7,0,0,401.72,1240.42,4,Stayed,No,0,41,4033,,,No
6992-TKNYO,Male,34,No,No,Yes,No,0,United States,California,Richmond,94804,"37.921034, -122.341798",37.921034,-122.341798,"39,089",Q3,Yes,2,38,Offer C,Yes,32.11,Yes,Yes,DSL,16,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,69,2669.45,0,0,1220.18,3889.63,4,Stayed,No,0,23,4487,,,Yes
4468-YDOVK,Male,57,No,No,No,Yes,2,United States,California,Richmond,94805,"37.941456, -122.320968",37.941456,-122.320968,"13,984",Q3,No,0,5,,Yes,13.54,No,Yes,DSL,21,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,48.65,235.2,0,0,67.7,302.9,5,Stayed,No,0,68,3307,,,No
2200-DSAAL,Female,52,No,No,No,No,0,United States,California,Greenbrae,94904,"37.946617, -122.563571",37.946617,-122.563571,"12,010",Q3,No,0,68,,Yes,20.3,Yes,Yes,DSL,13,No,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,80.65,5330.2,0,90,1380.4,6800.6,3,Stayed,No,0,70,5914,,,No
4302-ZYFEL,Male,23,Yes,No,Yes,Yes,2,United States,California,Belvedere Tiburon,94920,"37.885629, -122.46858",37.885629,-122.46858,"13,065",Q3,Yes,8,69,Offer A,Yes,26.44,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.55,1403.1,0,0,1824.36,3227.46,4,Stayed,No,0,32,5366,,,Yes
9351-LZYGF,Female,56,No,No,Yes,No,0,United States,California,Bodega,94922,"38.343282, -122.9755",38.343282,-122.9755,584,Q3,Yes,4,42,,Yes,36.35,Yes,Yes,DSL,30,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,66.4,2727.8,0,0,1526.7,4254.5,3,Stayed,No,0,38,3773,,,Yes
4366-CTOUZ,Female,36,No,No,No,No,0,United States,California,Bodega Bay,94923,"38.377165, -123.037957",38.377165,-123.037957,"1,785",Q3,No,0,50,,Yes,15.1,No,Yes,Fiber Optic,9,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,100.2,5038.45,0,0,755,5793.45,4,Stayed,No,0,53,5419,,,No
1518-OMDIK,Male,23,Yes,No,Yes,No,0,United States,California,Rohnert Park,94928,"38.34719, -122.697822",38.34719,-122.697822,"42,544",Q3,Yes,6,33,Offer C,Yes,48.49,No,Yes,DSL,51,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.55,1462.6,0,0,1600.17,3062.77,4,Stayed,No,0,28,2422,,,Yes
6671-NGWON,Female,43,No,No,No,No,0,United States,California,Dillon Beach,94929,"38.24458, -122.956268",38.24458,-122.956268,330,Q3,No,0,7,Offer E,Yes,41.57,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,150.6,0,0,290.99,441.59,5,Stayed,No,0,52,3098,,,No
0595-ITUDF,Male,21,Yes,No,Yes,Yes,1,United States,California,Fairfax,94930,"37.971751, -122.611873",37.971751,-122.611873,"8,486",Q3,No,0,64,,Yes,34.58,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.8,5960.5,0,0,2213.12,8173.62,3,Stayed,No,0,37,5371,,,Yes
1955-IBMMB,Male,47,No,No,No,No,0,United States,California,Forest Knolls,94933,"38.010092, -122.689442",38.010092,-122.689442,"1,025",Q3,No,0,59,,Yes,47.17,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.2,1192.3,0,0,2783.03,3975.33,4,Stayed,No,0,65,5216,,,No
0096-BXERS,Female,30,No,No,Yes,No,0,United States,California,Inverness,94937,"38.099323, -122.945723",38.099323,-122.945723,"1,004",Q3,Yes,10,6,Offer E,Yes,42.66,Yes,Yes,Cable,85,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,50.35,314.55,0,0,255.96,570.51,3,Stayed,No,0,74,3442,,,Yes
3806-YAZOV,Female,44,No,No,No,No,0,United States,California,Lagunitas,94938,"38.021772, -122.691744",38.021772,-122.691744,821,Q3,No,0,3,Offer E,Yes,6.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,18.8,56,0,0,19.83,75.83,4,Joined,No,0,67,3010,,,No
7998-ZLXWN,Female,21,Yes,No,Yes,No,0,United States,California,Larkspur,94939,"37.937082, -122.532369",37.937082,-122.532369,"6,773",Q3,Yes,3,15,,Yes,12.41,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.45,330.8,0,0,186.15,516.95,4,Stayed,No,0,78,5184,,,Yes
6253-WRFHY,Male,59,No,No,Yes,Yes,1,United States,California,Marshall,94940,"38.129308, -122.834815",38.129308,-122.834815,406,Q3,Yes,1,13,,Yes,13.32,No,Yes,DSL,21,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,64.75,877.35,0,0,173.16,1050.51,3,Stayed,No,0,73,4741,,,Yes
9133-AYJZG,Female,40,No,No,No,No,0,United States,California,Mill Valley,94941,"37.901371, -122.572024",37.901371,-122.572024,"28,727",Q3,No,0,23,,Yes,14.45,Yes,Yes,Fiber Optic,19,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,98.7,2249.1,0,0,332.35,2581.45,5,Stayed,No,0,71,5781,,,No
8680-CGLTP,Male,35,No,No,No,No,0,United States,California,Nicasio,94946,"38.065359, -122.665566",38.065359,-122.665566,607,Q3,No,0,29,Offer C,Yes,8,No,Yes,DSL,9,Yes,Yes,No,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,58.75,1696.2,0,50,232,1978.2,3,Stayed,No,0,80,5198,,,No
8430-TWCBX,Female,62,No,No,Yes,No,0,United States,California,Novato,94947,"38.112166, -122.634384",38.112166,-122.634384,"24,741",Q3,No,0,49,,Yes,29.18,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.7,1032.05,0,0,1429.82,2461.87,3,Stayed,No,0,50,4074,,,Yes
5018-GWURO,Female,25,Yes,No,Yes,No,0,United States,California,Novato,94949,"38.067204, -122.524004",38.067204,-122.524004,"13,361",Q3,Yes,9,56,,Yes,42.81,Yes,Yes,Fiber Optic,51,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.6,4902.8,0,0,2397.36,7300.16,4,Stayed,No,0,20,6483,,,Yes
6741-QRLUP,Female,50,No,No,No,No,0,United States,California,Olema,94950,"38.052209, -122.775567",38.052209,-122.775567,248,Q3,No,0,63,,Yes,31.34,Yes,Yes,DSL,26,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,80.3,4995.35,0,0,1974.42,6969.77,3,Stayed,No,0,74,5554,,,No
4737-HOBAX,Male,51,No,No,Yes,No,0,United States,California,Penngrove,94951,"38.325599, -122.642352",38.325599,-122.642352,"3,777",Q3,Yes,5,63,,Yes,10.07,Yes,Yes,Cable,20,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,79.8,5034.05,0,0,634.41,5668.46,4,Stayed,No,0,52,4073,,,Yes
8200-KLNYW,Female,55,No,No,Yes,No,0,United States,California,San Geronimo,94963,"38.00474, -122.663717",38.00474,-122.663717,548,Q3,Yes,7,21,,Yes,11.27,No,Yes,DSL,19,Yes,No,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Credit Card,80.9,1714.95,0,60,236.67,2011.62,4,Stayed,No,0,36,5733,,,Yes
3372-CDXFJ,Male,31,No,No,Yes,Yes,2,United States,California,San Quentin,94964,"37.942551, -122.491642",37.942551,-122.491642,"6,448",Q3,Yes,8,13,,Yes,48.7,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,24.5,343.6,0,0,633.1,976.7,5,Stayed,No,0,59,5077,,,Yes
4781-ZXYGU,Male,25,Yes,No,Yes,Yes,2,United States,California,Sausalito,94965,"37.848641, -122.515692",37.848641,-122.515692,"11,213",Q3,Yes,7,1,Offer E,Yes,18.63,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.15,20.15,0,0,18.63,38.78,3,Joined,No,0,40,3960,,,Yes
7632-YUTXB,Female,52,No,No,Yes,Yes,2,United States,California,Stinson Beach,94970,"37.921137, -122.657562",37.921137,-122.657562,781,Q3,Yes,7,25,Offer C,Yes,13.06,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.05,520.1,0,0,326.5,846.6,4,Stayed,No,0,60,2010,,,Yes
2718-YSKCS,Male,64,No,No,Yes,Yes,3,United States,California,Tomales,94971,"38.240769, -122.901041",38.240769,-122.901041,384,Q3,Yes,6,71,Offer A,Yes,16.13,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.6,1387.45,0,0,1145.23,2532.68,5,Stayed,No,0,56,6444,,,Yes
9896-UYMIE,Male,27,Yes,No,No,No,0,United States,California,Valley Ford,94972,"38.339996, -122.935056",38.339996,-122.935056,66,Q3,No,0,66,Offer A,Yes,4.32,Yes,Yes,Fiber Optic,73,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,114.3,7383.7,0,0,285.12,7668.82,3,Stayed,No,0,52,5303,,,No
0853-NWIFK,Female,27,Yes,No,No,No,0,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,"1,449",Q3,No,0,45,,Yes,1.03,No,Yes,Fiber Optic,47,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.3,4483.95,0,0,46.35,4530.3,3,Stayed,No,0,64,4868,,,No
8212-CRQXP,Female,20,Yes,No,Yes,No,0,United States,California,Alviso,95002,"37.449537, -121.994813",37.449537,-121.994813,"2,147",Q3,Yes,1,22,,Yes,45.1,No,Yes,Fiber Optic,41,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,80,1706.45,0,50,992.2,2748.65,3,Stayed,No,0,80,2640,,,Yes
6980-CDGFC,Female,57,No,No,Yes,No,0,United States,California,Aptos,95003,"37.013471, -121.877877",37.013471,-121.877877,"24,227",Q3,Yes,5,67,Offer A,Yes,7.91,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,20.85,1327.4,0,0,529.97,1857.37,5,Stayed,No,0,71,5972,,,Yes
7691-XVTZH,Female,30,No,No,Yes,No,0,United States,California,Aromas,95004,"36.878364, -121.629781",36.878364,-121.629781,"3,373",Q3,Yes,5,68,Offer A,Yes,28.36,Yes,Yes,Fiber Optic,82,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,89.95,5974.3,0,0,1928.48,7902.78,4,Stayed,No,0,64,5672,,,Yes
2520-SGTTA,Female,23,Yes,No,Yes,Yes,3,United States,California,Ben Lomond,95005,"37.078873, -122.090386",37.078873,-122.090386,"6,407",Q3,Yes,4,10,Offer E,Yes,20.05,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,200,0,0,200.5,400.5,4,Stayed,No,0,27,3763,,,Yes
1088-CNNKB,Male,34,No,No,Yes,No,0,United States,California,Campbell,95008,"37.279689, -121.954567",37.279689,-121.954567,"44,976",Q3,Yes,9,63,,Yes,34.02,Yes,Yes,DSL,18,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,80,5040.2,0,0,2143.26,7183.46,3,Stayed,No,0,56,5540,,,Yes
1930-BZLHI,Male,31,No,No,No,No,0,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,"8,582",Q3,No,0,21,,Yes,22.53,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.35,422.7,0,0,473.13,895.83,5,Stayed,No,0,40,3721,,,No
5868-YTYKS,Male,21,Yes,No,No,Yes,2,United States,California,Davenport,95017,"37.114335, -122.237162",37.114335,-122.237162,857,Q3,No,0,1,Offer E,Yes,47.25,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.25,20.25,0,0,47.25,67.5,3,Joined,No,0,48,2448,,,No
3525-DVKFN,Female,58,No,No,No,No,0,United States,California,Felton,95018,"37.089111, -122.062213",37.089111,-122.062213,"8,728",Q3,No,0,17,Offer D,Yes,30.07,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,358.05,0,0,511.19,869.24,3,Stayed,No,0,44,3561,,,No
1482-OXZSY,Male,45,No,No,No,No,0,United States,California,Freedom,95019,"36.936228, -121.785559",36.936228,-121.785559,"4,753",Q3,No,0,30,Offer C,Yes,17.26,Yes,Yes,Fiber Optic,19,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.4,2936.25,0,0,517.8,3454.05,3,Stayed,No,0,37,3778,,,No
0377-JBKKT,Male,21,Yes,No,Yes,Yes,3,United States,California,Gilroy,95020,"37.03889, -121.528955",37.03889,-121.528955,"49,968",Q3,Yes,9,22,Offer D,Yes,42.58,No,Yes,DSL,82,Yes,Yes,No,Yes,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,57.95,1271.8,0,0,936.76,2208.56,3,Stayed,No,0,41,5036,,,Yes
5778-BVOFB,Female,33,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,9,Offer E,Yes,39.19,No,Yes,Cable,20,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.5,530.05,0,0,352.71,882.76,5,Stayed,No,0,53,4011,,,No
3373-YZZYM,Male,57,No,No,Yes,Yes,3,United States,California,Los Gatos,95030,"37.222842, -121.988727",37.222842,-121.988727,"13,290",Q3,Yes,10,1,,Yes,32.78,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.2,19.2,0,0,32.78,51.98,5,Joined,No,0,46,3007,,,Yes
0228-MAUWC,Male,40,No,No,No,No,0,United States,California,Los Gatos,95033,"37.160194, -121.945611",37.160194,-121.945611,"10,172",Q3,No,0,19,Offer D,Yes,11.85,Yes,Yes,DSL,18,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59.55,1144.6,0,0,225.15,1369.75,4,Stayed,No,0,39,3949,,,No
7663-YJHSN,Female,33,No,No,Yes,No,0,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,899,Q3,Yes,10,72,Offer A,Yes,44.27,Yes,Yes,Fiber Optic,8,Yes,Yes,Yes,Yes,Yes,No,No,No,Two Year,Yes,Bank Withdrawal,103.95,7556.9,0,70,3187.44,10814.34,3,Stayed,No,0,56,5096,,,Yes
4915-BFSXL,Male,49,No,No,Yes,Yes,1,United States,California,Mount Hermon,95041,"37.051166, -122.056194",37.051166,-122.056194,77,Q3,Yes,9,70,Offer A,Yes,22.67,Yes,Yes,DSL,29,Yes,No,Yes,No,Yes,No,No,Yes,Two Year,No,Credit Card,68.95,4858.7,0,0,1586.9,6445.6,3,Stayed,No,0,60,4858,,,Yes
3086-RUCRN,Female,33,No,No,No,No,0,United States,California,Paicines,95043,"36.525703, -120.952122",36.525703,-120.952122,813,Q3,No,0,66,Offer A,Yes,43.14,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.1,6595,0,0,2847.24,9442.24,3,Stayed,No,0,46,6183,,,No
5215-LNLDJ,Female,20,Yes,No,Yes,Yes,2,United States,California,San Juan Bautista,95045,"36.810568, -121.503022",36.810568,-121.503022,"3,402",Q3,Yes,3,7,,No,0,No,Yes,DSL,76,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,24.7,149.05,0,0,0,149.05,3,Stayed,No,0,52,3872,,,Yes
0257-KXZGU,Female,29,Yes,No,Yes,Yes,1,United States,California,Santa Clara,95051,"37.348129, -121.98469",37.348129,-121.98469,"52,986",Q3,Yes,9,32,Offer C,Yes,33.28,Yes,Yes,DSL,51,No,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,62.45,2045.55,0,0,1064.96,3110.51,3,Stayed,No,0,74,5442,,,Yes
1307-ATKGB,Male,21,Yes,No,No,No,0,United States,California,Santa Clara,95054,"37.393554, -121.965114",37.393554,-121.965114,"13,031",Q3,No,0,24,,Yes,27.91,No,Yes,Fiber Optic,59,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.55,2187.15,0,0,669.84,2856.99,5,Stayed,No,0,41,2007,,,No
3714-XPXBW,Female,43,No,No,No,No,0,United States,California,Santa Cruz,95062,"36.974575, -121.991149",36.974575,-121.991149,"36,631",Q3,No,0,37,,Yes,42.41,Yes,Yes,DSL,4,Yes,Yes,Yes,Yes,Yes,No,No,No,Month-to-Month,Yes,Credit Card,78.9,2976.95,0,30,1569.17,4576.12,4,Stayed,No,0,64,3801,,,No
1850-AKQEP,Male,61,No,No,No,Yes,1,United States,California,Santa Cruz,95064,"37.007882, -122.065975",37.007882,-122.065975,"4,563",Q3,No,0,8,,Yes,14.37,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,178.7,0,0,114.96,293.66,3,Stayed,No,0,42,4577,,,No
2824-DXNKN,Female,26,Yes,No,Yes,Yes,1,United States,California,Santa Cruz,95065,"37.031404, -121.981865",37.031404,-121.981865,"8,365",Q3,Yes,8,72,Offer A,Yes,38.99,Yes,Yes,Cable,73,Yes,No,Yes,No,Yes,No,Yes,Yes,Two Year,Yes,Bank Withdrawal,71.45,5025.85,0,0,2807.28,7833.13,3,Stayed,No,0,30,5656,,,Yes
0848-ZGQIJ,Female,56,No,No,Yes,No,0,United States,California,Saratoga,95070,"37.257772, -122.051824",37.257772,-122.051824,"30,589",Q3,Yes,3,16,Offer D,Yes,10.5,No,Yes,Fiber Optic,2,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.65,1461.15,0,0,168,1629.15,5,Stayed,No,0,36,3050,,,Yes
3621-CHYVB,Female,44,No,No,Yes,No,0,United States,California,Soquel,95073,"37.023669, -121.946461",37.023669,-121.946461,"9,823",Q3,Yes,2,57,,No,0,No,Yes,DSL,14,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.9,2782.4,0,0,0,2782.4,3,Stayed,No,0,68,5866,,,Yes
8042-RNLKO,Male,40,No,No,No,No,0,United States,California,Watsonville,95076,"36.931654, -121.752383",36.931654,-121.752383,"81,141",Q3,No,0,66,Offer A,Yes,32.22,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.45,1699.15,0,0,2126.52,3825.67,3,Stayed,No,0,48,4163,,,No
5372-FBKBN,Female,38,No,No,No,Yes,2,United States,California,San Jose,95111,"37.284265, -121.827673",37.284265,-121.827673,"57,748",Q3,No,0,21,Offer D,Yes,8.68,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.75,452.2,0,0,182.28,634.48,3,Stayed,No,0,39,2143,,,No
0420-TXVSG,Male,43,No,No,Yes,No,0,United States,California,San Jose,95112,"37.343827, -121.883119",37.343827,-121.883119,"52,334",Q3,Yes,9,66,Offer A,Yes,37.71,Yes,Yes,DSL,15,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,66.1,4428.45,0,0,2488.86,6917.31,3,Stayed,No,0,73,5933,,,Yes
6217-TOWGS,Female,29,Yes,No,Yes,No,0,United States,California,San Jose,95113,"37.333851, -121.891147",37.333851,-121.891147,561,Q3,Yes,5,17,Offer D,Yes,7.6,Yes,Yes,DSL,52,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,75.4,1322.55,0,0,129.2,1451.75,3,Stayed,No,0,64,4852,,,Yes
1045-LTCYT,Female,54,No,No,Yes,Yes,3,United States,California,San Jose,95118,"37.255479, -121.889838",37.255479,-121.889838,"31,926",Q3,Yes,5,8,,Yes,43.05,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,21.05,139.75,0,0,344.4,484.15,3,Stayed,No,0,78,2158,,,Yes
1544-JJMYL,Male,19,Yes,No,No,No,0,United States,California,San Jose,95119,"37.233226, -121.78809",37.233226,-121.78809,"10,155",Q3,No,0,27,,Yes,36.39,No,Yes,DSL,26,Yes,No,Yes,Yes,Yes,No,Yes,Yes,One Year,No,Credit Card,69.35,1927.3,0,0,982.53,2909.83,3,Stayed,No,0,60,2450,,,No
4636-JGAAI,Male,28,Yes,No,Yes,No,0,United States,California,San Jose,95120,"37.186141, -121.843554",37.186141,-121.843554,"37,090",Q3,Yes,10,34,,Yes,13.97,Yes,Yes,Fiber Optic,48,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,88.85,3000.25,0,0,474.98,3475.23,3,Stayed,No,0,70,4014,,,Yes
6874-SGLHU,Male,44,No,No,No,No,0,United States,California,San Jose,95121,"37.304681, -121.809955",37.304681,-121.809955,"37,127",Q3,No,0,30,,Yes,12.17,No,Yes,Fiber Optic,16,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,97,3021.3,0,0,365.1,3386.4,5,Stayed,No,0,23,4126,,,No
5951-AOFIH,Male,19,Yes,No,No,No,0,United States,California,San Jose,95122,"37.32886, -121.834567",37.32886,-121.834567,"59,841",Q3,No,0,33,,Yes,45.72,No,Yes,Cable,51,No,Yes,Yes,No,Yes,No,Yes,No,Month-to-Month,Yes,Credit Card,66.4,2245.4,0,0,1508.76,3754.16,5,Stayed,No,0,69,3843,,,No
3059-NGMXB,Male,52,No,No,Yes,Yes,3,United States,California,San Jose,95124,"37.257063, -121.923037",37.257063,-121.923037,"45,257",Q3,Yes,8,14,Offer D,Yes,2.96,Yes,Yes,DSL,76,Yes,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,69.2,944.65,0,0,41.44,986.09,3,Stayed,No,0,24,2871,,,Yes
8652-YHIYU,Female,30,No,No,No,Yes,3,United States,California,San Jose,95125,"37.294926, -121.894763",37.294926,-121.894763,"46,185",Q3,No,0,16,Offer D,Yes,27.23,Yes,Yes,Fiber Optic,69,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,79.5,1264.2,0,0,435.68,1699.88,4,Stayed,No,0,64,5040,,,No
5278-PNYOX,Female,49,No,No,No,No,0,United States,California,San Jose,95126,"37.327069, -121.916819",37.327069,-121.916819,"27,023",Q3,No,0,49,,Yes,11.11,No,Yes,Fiber Optic,27,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,100.65,4917.75,0,0,544.39,5462.14,3,Stayed,No,0,52,5499,,,No
3486-HOOGQ,Female,44,No,No,Yes,Yes,1,United States,California,San Jose,95128,"37.316146, -121.936285",37.316146,-121.936285,"32,804",Q3,Yes,3,70,Offer A,Yes,8.36,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,79.7,5743.3,0,0,585.2,6328.5,3,Stayed,No,0,41,4848,,,Yes
5061-PBXFW,Female,49,No,No,Yes,Yes,1,United States,California,San Jose,95129,"37.305622, -122.000887",37.305622,-122.000887,"37,570",Q3,Yes,3,32,,Yes,46.66,No,Yes,DSL,17,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,61.4,1864.65,0,0,1493.12,3357.77,3,Stayed,No,0,51,2649,,,Yes
8630-FJLIB,Female,35,No,No,No,No,0,United States,California,San Jose,95130,"37.277592, -121.986477",37.277592,-121.986477,"13,481",Q3,No,0,18,Offer D,Yes,34.12,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.8,1221.65,0,0,614.16,1835.81,4,Stayed,No,0,68,2421,,,No
3891-NLXJB,Male,26,Yes,No,No,No,0,United States,California,San Jose,95131,"37.387027, -121.897775",37.387027,-121.897775,"26,389",Q3,No,0,37,,No,0,No,Yes,DSL,69,Yes,Yes,No,Yes,No,No,Yes,No,Two Year,Yes,Credit Card,40.55,1390.85,0,50,0,1440.85,3,Stayed,No,0,24,4050,,,No
4749-OJKQU,Female,36,No,No,No,No,0,United States,California,San Jose,95132,"37.424655, -121.74841",37.424655,-121.74841,"40,568",Q3,No,0,4,,Yes,23.5,Yes,Yes,Fiber Optic,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.65,302.35,0,0,94,396.35,5,Stayed,No,0,31,5396,,,No
0577-WHMEV,Female,19,Yes,No,Yes,No,0,United States,California,San Jose,95133,"37.371862, -121.860349",37.371862,-121.860349,"26,032",Q3,Yes,2,16,Offer D,Yes,27.83,Yes,Yes,Fiber Optic,52,Yes,Yes,Yes,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,90.7,1374.9,0,0,445.28,1820.18,3,Stayed,No,0,73,4839,,,Yes
5453-AXEPF,Male,31,No,No,Yes,No,0,United States,California,San Jose,95134,"37.42765, -121.945416",37.42765,-121.945416,"9,657",Q3,Yes,7,17,Offer D,Yes,46.71,Yes,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.5,1336.9,0,0,794.07,2130.97,5,Stayed,No,0,76,3591,,,Yes
3639-XJHKQ,Female,52,No,No,No,Yes,3,United States,California,San Jose,95135,"37.28682, -121.723877",37.28682,-121.723877,"15,798",Q3,No,0,19,Offer D,Yes,36.48,No,Yes,DSL,20,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,60.6,1297.8,0,0,693.12,1990.92,3,Stayed,No,0,33,2463,,,No
3716-LRGXK,Male,27,Yes,No,Yes,No,0,United States,California,San Jose,95136,"37.270938, -121.851046",37.270938,-121.851046,"36,944",Q3,No,0,60,,Yes,10.05,Yes,Yes,Fiber Optic,48,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,101.15,6067.4,0,0,603,6670.4,3,Stayed,No,0,35,5301,,,Yes
2263-SFSQZ,Male,46,No,No,Yes,Yes,2,United States,California,San Jose,95138,"37.246064, -121.749494",37.246064,-121.749494,"14,792",Q3,Yes,7,51,,Yes,16.85,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.95,1222.25,0,0,859.35,2081.6,4,Stayed,No,0,37,5461,,,Yes
9950-MTGYX,Male,30,No,No,Yes,Yes,2,United States,California,San Jose,95139,"37.218705, -121.762429",37.218705,-121.762429,"7,023",Q3,Yes,8,28,,Yes,19.18,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.3,487.95,0,0,537.04,1024.99,3,Stayed,No,0,73,2948,,,Yes
3397-AVTKU,Male,64,No,No,No,No,0,United States,California,Mount Hamilton,95140,"37.382909, -121.634151",37.382909,-121.634151,38,Q3,No,0,43,,Yes,21.64,No,Yes,DSL,13,No,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,60,2548.55,0,0,930.52,3479.07,5,Stayed,No,0,73,4614,,,No
4825-FUREZ,Male,49,No,No,Yes,No,0,United States,California,San Jose,95148,"37.339533, -121.777179",37.339533,-121.777179,"44,103",Q3,Yes,10,42,,Yes,45.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.25,835.5,0,0,1921.5,2757,5,Stayed,No,0,61,5940,,,Yes
2672-OJQZP,Female,35,No,No,No,No,0,United States,California,Stockton,95203,"37.954089, -121.329761",37.954089,-121.329761,"16,357",Q3,No,0,1,,Yes,40.87,No,Yes,Cable,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.75,44.75,0,0,40.87,85.62,5,Joined,No,0,30,4118,,,No
3134-DSHVC,Female,49,No,No,No,No,0,United States,California,Stockton,95205,"37.965695, -121.260051",37.965695,-121.260051,"34,138",Q3,No,0,63,,Yes,23.62,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,No,Credit Card,98,6218.45,0,0,1488.06,7706.51,4,Stayed,No,0,75,5989,,,No
7821-DPRQE,Male,25,Yes,No,Yes,No,0,United States,California,Stockton,95207,"38.002125, -121.324979",38.002125,-121.324979,"49,965",Q3,Yes,2,68,Offer A,Yes,24.01,Yes,Yes,Fiber Optic,48,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,107.7,7320.9,0,0,1632.68,8953.58,3,Stayed,No,0,53,5015,,,Yes
2001-EWBQU,Female,23,Yes,No,No,No,0,United States,California,Stockton,95210,"38.033219, -121.297433",38.033219,-121.297433,"40,611",Q3,No,0,60,,Yes,35.47,Yes,Yes,Fiber Optic,51,No,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,104.7,6333.8,0,150,2128.2,8612,5,Stayed,No,0,75,6186,,,No
6695-AMZUF,Female,31,No,No,Yes,No,0,United States,California,Stockton,95219,"38.029729, -121.387999",38.029729,-121.387999,"19,109",Q3,No,0,70,Offer A,Yes,31.15,No,Yes,DSL,5,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,86.45,5950.2,0,0,2180.5,8130.7,4,Stayed,No,0,54,5950,,,Yes
8410-BGQXN,Male,26,Yes,No,No,No,0,United States,California,Angels Camp,95222,"38.071327, -120.632221",38.071327,-120.632221,"4,264",Q3,No,0,4,,Yes,22.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.4,93.4,0,0,90.16,183.56,5,Stayed,No,0,54,4402,,,No
1619-YWUBB,Female,38,No,No,Yes,No,0,United States,California,Avery,95224,"38.208336, -120.339938",38.208336,-120.339938,115,Q3,Yes,2,68,Offer A,Yes,26.64,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.95,1614.9,0,0,1811.52,3426.42,5,Stayed,No,0,72,6146,,,Yes
7611-YKYTC,Male,50,No,No,Yes,Yes,2,United States,California,Burson,95225,"38.183918, -120.898817",38.183918,-120.898817,27,Q3,Yes,1,22,Offer D,Yes,38.82,No,Yes,Fiber Optic,19,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75,1573.95,0,0,854.04,2427.99,3,Stayed,No,0,48,4040,,,Yes
0365-GXEZS,Male,55,No,No,Yes,No,0,United States,California,Copperopolis,95228,"37.943954, -120.67108",37.943954,-120.67108,"2,633",Q3,Yes,6,18,Offer D,Yes,31.79,No,Yes,Fiber Optic,19,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,78.2,1468.75,0,0,572.22,2040.97,5,Stayed,No,0,79,2831,,,Yes
0082-OQIQY,Male,50,No,No,No,No,0,United States,California,Farmington,95230,"37.956963, -120.863055",37.956963,-120.863055,596,Q3,No,0,29,,Yes,2.05,No,Yes,Fiber Optic,17,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.2,2607.6,0,20,59.45,2687.05,5,Stayed,No,0,60,4561,,,No
3606-SBKRY,Male,35,No,No,No,No,0,United States,California,Linden,95236,"38.047746, -121.030499",38.047746,-121.030499,"3,148",Q3,No,0,31,,No,0,No,Yes,DSL,5,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,50.05,1523.4,0,0,0,1523.4,3,Stayed,No,0,35,4529,,,No
0667-NSRGI,Female,45,No,No,Yes,No,0,United States,California,Lodi,95240,"38.123544, -121.159078",38.123544,-121.159078,"45,755",Q3,Yes,3,48,,Yes,17.03,Yes,Yes,DSL,15,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,69.55,3435.6,0,0,817.44,4253.04,4,Stayed,No,0,75,2478,,,Yes
6893-ODYYE,Male,34,No,No,No,No,0,United States,California,Mokelumne Hill,95245,"38.304194, -120.592431",38.304194,-120.592431,"2,718",Q3,No,0,50,,Yes,15.37,No,Yes,Fiber Optic,22,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,90.1,4549.45,0,0,768.5,5317.95,3,Stayed,No,0,25,6435,,,No
8242-JSVBO,Male,22,Yes,No,No,No,0,United States,California,Mountain Ranch,95246,"38.264262, -120.515133",38.264262,-120.515133,"1,692",Q3,No,0,7,,Yes,26.76,No,Yes,DSL,46,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.65,322.5,0,0,187.32,509.82,4,Stayed,No,0,65,4300,,,No
9541-ZPSEA,Male,25,Yes,No,Yes,Yes,3,United States,California,San Andreas,95249,"38.196497, -120.61689",38.196497,-120.61689,"3,930",Q3,Yes,8,68,Offer A,Yes,24.08,No,Yes,Fiber Optic,41,Yes,No,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,80.35,5375.15,0,0,1637.44,7012.59,3,Stayed,No,0,33,5954,,,Yes
1139-WUOAH,Male,33,No,No,No,No,0,United States,California,Vallecito,95251,"38.055562, -120.456298",38.055562,-120.456298,460,Q3,No,0,57,,No,0,No,Yes,DSL,28,No,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,53.35,3090.05,0,100,0,3190.05,4,Stayed,No,0,42,5461,,,No
4693-VWVBO,Female,60,No,No,No,No,0,United States,California,Valley Springs,95252,"38.156971, -120.849231",38.156971,-120.849231,"11,266",Q3,No,0,3,,Yes,40.98,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.55,61.05,0,0,122.94,183.99,4,Joined,No,0,46,3889,,,No
6937-GCDGQ,Male,59,No,No,Yes,Yes,1,United States,California,West Point,95255,"38.41935, -120.469545",38.41935,-120.469545,"2,198",Q3,Yes,1,19,Offer D,Yes,11.75,No,Yes,Cable,21,Yes,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,48.95,955.6,0,0,223.25,1178.85,3,Stayed,No,0,35,2394,,,Yes
0988-JRWWP,Female,50,No,No,No,No,0,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,435,Q3,No,0,3,,Yes,41.38,No,Yes,DSL,5,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.2,140.4,0,0,124.14,264.54,4,Joined,No,0,68,3167,,,No
5075-JSDKI,Female,64,No,No,No,No,0,United States,California,Woodbridge,95258,"38.169605, -121.310964",38.169605,-121.310964,"4,176",Q3,No,0,59,Offer B,Yes,41.23,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.45,1493.1,0,0,2432.57,3925.67,4,Stayed,No,0,26,6196,,,No
8644-XYTSV,Male,37,No,No,Yes,No,0,United States,California,Ballico,95303,"37.4695, -120.672724",37.4695,-120.672724,809,Q3,Yes,1,42,Offer B,No,0,No,Yes,DSL,7,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,40.15,1626.05,0,0,0,1626.05,4,Stayed,No,0,68,4348,,,Yes
3873-WOSBC,Male,58,No,No,Yes,No,0,United States,California,Catheys Valley,95306,"37.394411, -120.127262",37.394411,-120.127262,986,Q3,Yes,1,67,Offer A,Yes,11.74,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.6,1784.9,0,0,786.58,2571.48,3,Stayed,No,0,38,4879,,,Yes
7465-ZZRVX,Male,63,No,No,No,No,0,United States,California,Ceres,95307,"37.553469, -120.952825",37.553469,-120.952825,"32,881",Q3,No,0,1,,Yes,14.42,No,Yes,Fiber Optic,27,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.35,70.35,0,10,14.42,94.77,5,Joined,No,0,32,2722,,,No
7975-JMZNT,Male,19,Yes,No,Yes,No,0,United States,California,Columbia,95310,"38.085839, -120.37855",38.085839,-120.37855,"2,144",Q3,Yes,1,66,Offer A,Yes,23.27,Yes,Yes,DSL,58,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,91.7,6075.9,0,0,1535.82,7611.72,3,Stayed,No,0,39,5453,,,Yes
7251-XFOIL,Female,60,No,No,No,No,0,United States,California,Coulterville,95311,"37.722127, -120.110174",37.722127,-120.110174,"2,271",Q3,No,0,61,Offer B,Yes,14.52,Yes,Yes,Fiber Optic,27,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,89.2,5500.6,0,0,885.72,6386.32,3,Stayed,No,0,23,5536,,,No
4116-IQRFR,Male,55,No,No,Yes,Yes,2,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,55,Q3,Yes,1,4,Offer E,Yes,16.68,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.1,73.1,0,0,66.72,139.82,3,Stayed,No,0,21,4463,,,Yes
8259-DZLIZ,Female,53,No,No,Yes,Yes,2,United States,California,Delhi,95315,"37.422961, -120.765493",37.422961,-120.765493,"10,159",Q3,Yes,10,64,Offer B,Yes,17.07,Yes,Yes,DSL,25,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,53.85,3399.85,0,0,1092.48,4492.33,4,Stayed,No,0,36,4954,,,Yes
7853-WNZSY,Male,58,No,No,No,No,0,United States,California,El Nido,95317,"37.127386, -120.506422",37.127386,-120.506422,808,Q3,No,0,1,Offer E,Yes,1.61,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.75,19.75,0,0,1.61,21.36,5,Joined,No,0,33,5809,,,No
3120-FAZKD,Male,19,Yes,No,Yes,Yes,2,United States,California,El Portal,95318,"37.654551, -119.822984",37.654551,-119.822984,579,Q3,Yes,7,54,Offer B,Yes,41.58,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.05,1230.9,0,0,2245.32,3476.22,4,Stayed,No,0,41,4039,,,Yes
8606-OEGQZ,Female,45,No,No,No,Yes,2,United States,California,Escalon,95320,"37.818543, -121.006907",37.818543,-121.006907,"11,474",Q3,No,0,18,Offer D,Yes,30.22,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.3,454.65,0,0,543.96,998.61,4,Stayed,No,0,78,3416,,,No
0225-ZORZP,Male,46,No,No,No,No,0,United States,California,Groveland,95321,"37.902968, -119.667544",37.902968,-119.667544,"3,680",Q3,No,0,3,Offer E,Yes,13.72,No,Yes,Fiber Optic,26,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,84.3,235.05,0,0,41.16,276.21,5,Joined,No,0,43,5828,,,No
9489-JMTTN,Female,41,No,No,Yes,Yes,1,United States,California,Hickman,95323,"37.605926, -120.69955",37.605926,-120.69955,"1,055",Q3,Yes,1,72,Offer A,Yes,15.58,Yes,Yes,DSL,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.75,6595.9,0,0,1121.76,7717.66,3,Stayed,No,0,60,5096,,,Yes
0967-BMLBD,Female,37,No,No,Yes,Yes,1,United States,California,Hornitos,95325,"37.479926, -120.230424",37.479926,-120.230424,128,Q3,Yes,8,11,Offer D,Yes,49.19,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20,196.35,0,0,541.09,737.44,5,Stayed,No,0,72,5837,,,Yes
2830-LEWOA,Male,37,No,No,Yes,Yes,1,United States,California,Jamestown,95327,"37.84771, -120.486589",37.84771,-120.486589,"9,559",Q3,Yes,3,61,Offer B,Yes,43.08,No,Yes,Fiber Optic,19,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,103.9,6449.15,0,0,2627.88,9077.03,5,Stayed,No,0,28,4079,,,Yes
5006-MXVRN,Female,23,Yes,No,No,No,0,United States,California,Keyes,95328,"37.555631, -120.911653",37.555631,-120.911653,"2,130",Q3,No,0,39,,Yes,29.79,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.7,762.45,0,0,1161.81,1924.26,4,Stayed,No,0,45,3733,,,No
8327-WKMIE,Male,36,No,No,No,No,0,United States,California,Le Grand,95333,"37.249377, -120.249581",37.249377,-120.249581,"3,256",Q3,No,0,37,,Yes,34.37,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.15,785.75,0,0,1271.69,2057.44,5,Stayed,No,0,65,4422,,,No
6917-FIJHC,Female,60,No,No,Yes,No,0,United States,California,Livingston,95334,"37.361987, -120.748394",37.361987,-120.748394,"12,672",Q3,Yes,8,72,Offer A,Yes,26.98,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,26,1776,0,0,1942.56,3718.56,4,Stayed,No,0,20,5374,,,Yes
7797-EJMDP,Female,34,No,No,No,No,0,United States,California,Manteca,95336,"37.830267, -121.201018",37.830267,-121.201018,"36,738",Q3,No,0,8,Offer E,Yes,33.54,No,Yes,DSL,14,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,66.05,574.5,0,0,268.32,842.82,3,Stayed,No,0,59,4157,,,No
3530-VWVGU,Female,27,Yes,No,Yes,Yes,2,United States,California,Manteca,95337,"37.750822, -121.238423",37.750822,-121.238423,"19,867",Q3,Yes,2,22,Offer D,Yes,49.51,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.9,400.3,0,0,1089.22,1489.52,4,Stayed,No,0,43,5657,,,Yes
6368-NWMCE,Female,61,No,No,No,No,0,United States,California,Merced,95340,"37.255637, -120.493537",37.255637,-120.493537,"59,289",Q3,No,0,38,,Yes,21.19,Yes,Yes,DSL,24,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,68.15,2656.3,0,0,805.22,3461.52,3,Stayed,No,0,66,3371,,,No
3633-CDBUW,Male,25,Yes,No,No,Yes,1,United States,California,Midpines,95345,"37.581496, -119.972762",37.581496,-119.972762,433,Q3,No,0,17,,Yes,45.92,No,Yes,DSL,73,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,80.85,1445.95,0,50,780.64,2276.59,5,Stayed,No,0,24,3913,,,No
3956-MGXOG,Female,62,No,No,No,No,0,United States,California,Modesto,95350,"37.671806, -121.007575",37.671806,-121.007575,"52,872",Q3,No,0,28,,Yes,33.84,No,Yes,Fiber Optic,5,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.6,2244.95,0,0,947.52,3192.47,5,Stayed,No,0,70,2951,,,No
9274-UARKJ,Female,60,No,No,No,No,0,United States,California,Modesto,95351,"37.621458, -121.012295",37.621458,-121.012295,"47,536",Q3,No,0,15,,Yes,10.43,No,Yes,Fiber Optic,29,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.2,1130,0,0,156.45,1286.45,3,Stayed,No,0,36,4096,,,No
4077-HWUYD,Male,59,No,No,Yes,Yes,3,United States,California,Modesto,95354,"37.639029, -120.964772",37.639029,-120.964772,"27,135",Q3,Yes,1,72,,Yes,44.61,Yes,Yes,DSL,53,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,87.55,6463.15,0,0,3211.92,9675.07,4,Stayed,No,0,43,5341,,,Yes
0103-CSITQ,Female,20,Yes,No,Yes,No,0,United States,California,Modesto,95357,"37.670526, -120.877572",37.670526,-120.877572,"13,343",Q3,Yes,10,57,Offer B,Yes,8.01,Yes,Yes,Fiber Optic,73,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,109.4,6252.7,0,0,456.57,6709.27,5,Stayed,No,0,65,6026,,,Yes
8671-KKKOS,Female,50,No,No,Yes,No,0,United States,California,Newman,95360,"37.343846, -121.039391",37.343846,-121.039391,"8,504",Q3,Yes,3,46,Offer B,No,0,No,Yes,DSL,30,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.55,2062.15,0,0,0,2062.15,4,Stayed,No,0,27,5565,,,Yes
7305-ZWMAJ,Male,45,No,No,Yes,No,0,United States,California,Oakdale,95361,"37.785033, -120.776141",37.785033,-120.776141,"25,384",Q3,Yes,2,30,,Yes,22.89,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.7,587.1,0,0,686.7,1273.8,5,Stayed,No,0,78,2492,,,Yes
6578-KRMAW,Male,22,Yes,No,No,No,0,United States,California,Planada,95365,"37.329725, -120.306399",37.329725,-120.306399,"4,150",Q3,No,0,32,,Yes,46.33,No,Yes,Fiber Optic,85,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,93.4,2979.3,0,0,1482.56,4461.86,3,Stayed,No,0,66,3224,,,No
4860-IJUDE,Male,34,No,No,No,No,0,United States,California,Ripon,95366,"37.750778, -121.13238",37.750778,-121.13238,"12,646",Q3,No,0,13,,Yes,30.06,No,Yes,Fiber Optic,5,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.75,956.65,0,0,390.78,1347.43,3,Stayed,No,0,78,2070,,,No
9688-YGXVR,Female,35,No,No,No,No,0,United States,California,Salida,95368,"37.713152, -121.08739",37.713152,-121.08739,"12,466",Q3,No,0,44,Offer B,Yes,32.83,No,Yes,Fiber Optic,24,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,88.15,3973.2,0,0,1444.52,5417.72,4,Stayed,No,0,59,4112,,,No
1945-XISKS,Female,22,Yes,No,Yes,No,0,United States,California,Sonora,95370,"37.982716, -120.343732",37.982716,-120.343732,"25,340",Q3,Yes,4,67,,Yes,33.01,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,1335.2,0,0,2211.67,3546.87,4,Stayed,No,0,26,4994,,,Yes
5360-LJCNJ,Female,37,No,No,Yes,No,0,United States,California,Tracy,95376,"37.680968, -121.446049",37.680968,-121.446049,"69,801",Q3,Yes,4,71,,Yes,10.46,Yes,Yes,Fiber Optic,3,No,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,105.15,7555,0,60,742.66,8357.66,5,Stayed,No,0,32,5707,,,Yes
2607-FBDFF,Male,32,No,No,No,No,0,United States,California,Tuolumne,95379,"37.939768, -120.188002",37.939768,-120.188002,"3,979",Q3,No,0,1,,Yes,49.19,No,Yes,DSL,17,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,49,49,0,0,49.19,98.19,3,Joined,No,0,45,5289,,,No
1100-DDVRV,Male,27,Yes,No,Yes,No,0,United States,California,Twain Harte,95383,"38.107441, -120.230625",38.107441,-120.230625,"4,848",Q3,Yes,1,17,,No,0,No,Yes,DSL,52,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,49.8,836.35,0,0,0,836.35,5,Stayed,No,0,24,5575,,,Yes
6728-WYQBC,Male,52,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,1,Offer E,Yes,2.29,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.95,20.95,0,0,2.29,23.24,3,Joined,No,0,62,2285,,,No
7216-KAOID,Male,27,Yes,No,Yes,Yes,1,United States,California,Santa Rosa,95401,"38.460517, -122.790335",38.460517,-122.790335,"36,125",Q3,Yes,8,41,Offer B,Yes,39.53,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.5,798.2,0,0,1620.73,2418.93,4,Stayed,No,0,72,2446,,,Yes
6145-NNPNO,Female,45,No,No,No,No,0,United States,California,Santa Rosa,95404,"38.526941, -122.709096",38.526941,-122.709096,"35,057",Q3,No,0,1,Offer E,Yes,9.82,No,Yes,Cable,13,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.15,44.15,0,0,9.82,53.97,4,Joined,No,0,64,3103,,,No
5339-TJFEK,Male,22,Yes,No,Yes,Yes,1,United States,California,Santa Rosa,95407,"38.394091, -122.739814",38.394091,-122.739814,"30,876",Q3,Yes,8,62,Offer B,Yes,14.75,Yes,Yes,Fiber Optic,52,Yes,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,105.5,6487.2,0,150,914.5,7551.7,4,Stayed,No,0,56,4271,,,Yes
2074-GUHPQ,Female,37,No,No,No,Yes,2,United States,California,Albion,95410,"39.225694, -123.717354",39.225694,-123.717354,"1,054",Q3,No,0,17,,Yes,49.78,Yes,Yes,Fiber Optic,19,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,92.7,1556.85,0,0,846.26,2403.11,4,Stayed,No,0,41,2347,,,No
4625-XMOYM,Female,37,No,No,Yes,Yes,1,United States,California,Annapolis,95412,"38.731055, -123.316553",38.731055,-123.316553,747,Q3,Yes,8,72,,Yes,2.57,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,26.25,1988.05,0,0,185.04,2173.09,4,Stayed,No,0,36,5098,,,Yes
5827-MWCZK,Male,39,No,No,Yes,Yes,3,United States,California,Boonville,95415,"39.025867, -123.381544",39.025867,-123.381544,"1,374",Q3,Yes,4,56,Offer B,Yes,23.52,Yes,Yes,Fiber Optic,53,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,96.95,5432.2,0,0,1317.12,6749.32,5,Stayed,No,0,66,6484,,,Yes
1385-TQOZW,Female,32,No,No,No,No,0,United States,California,Branscomb,95417,"39.710591, -123.682799",39.710591,-123.682799,176,Q3,No,0,9,Offer E,Yes,45.99,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.45,147.55,0,0,413.91,561.46,4,Stayed,No,0,41,2392,,,No
5914-XRFQB,Male,58,No,No,Yes,No,0,United States,California,Caspar,95420,"39.361283, -123.784599",39.361283,-123.784599,333,Q3,No,0,72,,Yes,43.12,Yes,Yes,Fiber Optic,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,115.8,8424.9,0,0,3104.64,11529.54,3,Stayed,No,0,80,6479,,,Yes
4329-YPDDQ,Male,40,No,No,No,No,0,United States,California,Cazadero,95421,"38.578807, -123.19338",38.578807,-123.19338,"1,575",Q3,No,0,20,,Yes,16.05,No,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,108.2,2203.7,0,0,321,2524.7,3,Stayed,No,0,67,2102,,,No
4804-NCPET,Male,32,No,No,Yes,Yes,3,United States,California,Clearlake,95422,"38.965804, -122.631779",38.965804,-122.631779,"13,485",Q3,Yes,3,19,,Yes,31.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.2,387.4,0,0,602.3,989.7,3,Stayed,No,0,60,4821,,,Yes
5944-UGLLK,Male,62,No,No,No,No,0,United States,California,Cloverdale,95425,"38.801936, -122.938935",38.801936,-122.938935,"9,210",Q3,No,0,53,Offer B,No,0,No,Yes,Cable,17,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,54.9,3045.75,0,0,0,3045.75,4,Stayed,No,0,80,5677,,,No
7787-BNTZM,Male,56,No,No,No,No,0,United States,California,Comptche,95427,"39.239818, -123.565432",39.239818,-123.565432,371,Q3,No,0,6,,Yes,6.93,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.15,130.5,0,0,41.58,172.08,5,Stayed,No,0,76,5761,,,No
2252-ISRNH,Male,22,Yes,No,Yes,Yes,3,United States,California,Covelo,95428,"39.83307, -123.178765",39.83307,-123.178765,"2,296",Q3,Yes,9,9,Offer E,Yes,30.46,Yes,Yes,Fiber Optic,82,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,90.35,767.9,0,0,274.14,1042.04,3,Stayed,No,0,27,2993,,,Yes
9415-TPKRV,Female,62,No,No,Yes,Yes,3,United States,California,Dos Rios,95429,"39.756049, -123.358701",39.756049,-123.358701,91,Q3,Yes,1,8,Offer E,Yes,12.41,Yes,Yes,DSL,53,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.75,446.8,0,0,99.28,546.08,4,Stayed,No,0,38,5681,,,Yes
5322-TEUJK,Female,45,No,No,Yes,Yes,3,United States,California,Duncans Mills,95430,"38.445603, -123.063756",38.445603,-123.063756,187,Q3,Yes,5,71,,Yes,4.91,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,114.6,8100.25,0,0,348.61,8448.86,4,Stayed,No,0,71,4071,,,Yes
1866-DIOQZ,Female,23,Yes,No,Yes,No,0,United States,California,Forestville,95436,"38.499302, -122.92444",38.499302,-122.92444,"6,216",Q3,Yes,10,71,,No,0,No,Yes,Cable,85,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,66.8,4689.15,0,0,0,4689.15,4,Stayed,No,0,42,4698,,,Yes
8375-KVTHK,Male,43,No,No,Yes,No,0,United States,California,Fort Bragg,95437,"39.455555, -123.683979",39.455555,-123.683979,"14,417",Q3,Yes,1,68,,Yes,49.51,No,Yes,Fiber Optic,3,No,Yes,No,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,100.3,6754.35,0,90,3366.68,10211.03,4,Stayed,No,0,39,5757,,,Yes
2697-NQBPF,Male,51,No,No,No,No,0,United States,California,Fulton,95439,"38.493888, -122.777141",38.493888,-122.777141,476,Q3,No,0,34,,Yes,28,Yes,Yes,Fiber Optic,18,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,105.35,3540.65,0,0,952,4492.65,3,Stayed,No,0,74,5503,,,No
3709-OIJEA,Male,51,No,No,No,No,0,United States,California,Geyserville,95441,"38.731771, -123.064272",38.731771,-123.064272,"2,349",Q3,No,0,26,,Yes,29.72,No,Yes,Fiber Optic,11,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,85.2,2184.6,0,0,772.72,2957.32,5,Stayed,No,0,52,5156,,,No
1386-ZIKUV,Male,42,No,No,No,No,0,United States,California,Glenhaven,95443,"39.045246, -122.743181",39.045246,-122.743181,175,Q3,No,0,7,Offer E,Yes,33.18,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,18.95,130.55,0,0,232.26,362.81,5,Stayed,No,0,26,4097,,,No
0599-XNYDO,Female,51,No,No,Yes,No,0,United States,California,Graton,95444,"38.434362, -122.86891",38.434362,-122.86891,390,Q3,No,0,20,,Yes,43.49,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.8,1540.35,0,0,869.8,2410.15,5,Stayed,No,0,33,5456,,,Yes
6377-WHAOX,Female,48,No,No,Yes,No,0,United States,California,Gualala,95445,"38.848082, -123.50608",38.848082,-123.50608,"1,916",Q3,Yes,5,60,Offer B,Yes,9.98,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.15,6411.25,0,0,598.8,7010.05,3,Stayed,No,0,32,4115,,,Yes
6855-VLGOS,Male,51,No,No,Yes,Yes,1,United States,California,Guerneville,95446,"38.52576, -123.013347",38.52576,-123.013347,"4,913",Q3,Yes,5,72,,Yes,37.11,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.55,1432.55,0,0,2671.92,4104.47,5,Stayed,No,0,41,5809,,,Yes
8746-OQQRW,Male,64,No,No,No,No,0,United States,California,Hopland,95449,"38.93706, -123.118111",38.93706,-123.118111,"1,373",Q3,No,0,4,Offer E,Yes,3.69,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,25.25,101.9,0,0,14.76,116.66,5,Stayed,No,0,43,3962,,,No
3181-MIZBN,Male,40,No,No,Yes,Yes,1,United States,California,Jenner,95450,"38.505995, -123.187019",38.505995,-123.187019,438,Q3,Yes,2,16,,Yes,31.99,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.75,313.4,0,0,511.84,825.24,4,Stayed,No,0,68,3677,,,Yes
7766-CLTIC,Female,58,No,No,No,No,0,United States,California,Kenwood,95452,"38.419525, -122.521585",38.419525,-122.521585,"1,653",Q3,No,0,10,,Yes,8.35,No,Yes,Cable,29,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,60.95,629.55,0,0,83.5,713.05,3,Stayed,No,0,28,4323,,,No
5650-YLIBA,Male,60,No,No,No,No,0,United States,California,Lakeport,95453,"39.080469, -122.955176",39.080469,-122.955176,"11,180",Q3,No,0,31,,Yes,42.05,Yes,Yes,Fiber Optic,12,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,81.15,2640.55,0,0,1303.55,3944.1,3,Stayed,No,0,25,3031,,,No
0825-CPPQH,Female,26,Yes,No,Yes,No,0,United States,California,Laytonville,95454,"39.806141, -123.531098",39.806141,-123.531098,"2,706",Q3,Yes,2,71,,Yes,39.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.1,1372.45,0,0,2800.24,4172.69,4,Stayed,No,0,72,4241,,,Yes
9084-OAYKL,Male,29,Yes,No,No,No,0,United States,California,Little River,95456,"39.245911, -123.77214",39.245911,-123.77214,882,Q3,No,0,58,Offer B,Yes,49.02,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.8,1212.25,0,0,2843.16,4055.41,4,Stayed,No,0,80,4758,,,No
6122-LJADA,Male,31,No,No,Yes,Yes,1,United States,California,Lower Lake,95457,"38.925545, -122.549083",38.925545,-122.549083,"2,644",Q3,Yes,7,70,,Yes,2.5,Yes,Yes,Cable,13,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.15,6237.05,0,0,175,6412.05,3,Stayed,No,0,49,5824,,,Yes
2400-XIWIO,Female,30,No,No,Yes,No,0,United States,California,Lucerne,95458,"39.141934, -122.770679",39.141934,-122.770679,"3,002",Q3,Yes,2,71,,Yes,22.33,Yes,Yes,Cable,71,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,90.1,6310.9,0,0,1585.43,7896.33,3,Stayed,No,0,80,5054,,,Yes
7569-NMZYQ,Female,33,No,No,Yes,Yes,3,United States,California,Middletown,95461,"38.787446, -122.58675",38.787446,-122.58675,"7,789",Q3,Yes,1,72,,Yes,41.14,Yes,Yes,Fiber Optic,53,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,118.75,8672.45,0,0,2962.08,11634.53,4,Stayed,No,0,49,5475,,,Yes
5201-USSQZ,Female,56,No,No,Yes,No,0,United States,California,Monte Rio,95462,"38.471049, -123.015549",38.471049,-123.015549,"1,537",Q3,Yes,1,26,,Yes,42.26,No,Yes,Fiber Optic,2,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,85.9,2196.45,0,0,1098.76,3295.21,4,Stayed,No,0,67,4038,,,Yes
2105-PHWON,Female,41,No,No,Yes,No,0,United States,California,Navarro,95463,"39.182916, -123.552571",39.182916,-123.552571,148,Q3,Yes,1,33,,Yes,10.34,Yes,Yes,Fiber Optic,22,No,No,Yes,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,95,3008.15,0,60,341.22,3409.37,3,Stayed,No,0,76,4639,,,Yes
1494-EJZDW,Female,51,No,No,Yes,Yes,3,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,"2,223",Q3,Yes,1,10,,Yes,18.62,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,220.8,0,0,186.2,407,5,Stayed,No,0,74,2836,,,Yes
8003-EWNDZ,Female,52,No,No,No,No,0,United States,California,Philo,95466,"39.094102, -123.500853",39.094102,-123.500853,"1,113",Q3,No,0,10,,Yes,10.46,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,21.2,222.65,0,0,104.6,327.25,4,Stayed,No,0,34,2066,,,No
1897-RCFUM,Female,31,No,No,Yes,Yes,2,United States,California,Point Arena,95468,"38.911299, -123.609588",38.911299,-123.609588,"1,352",Q3,Yes,1,39,,Yes,5.88,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,24.2,914.6,0,0,229.32,1143.92,3,Stayed,No,0,67,3109,,,Yes
9256-JTBNZ,Female,40,No,No,No,No,0,United States,California,Potter Valley,95469,"39.408634, -123.045516",39.408634,-123.045516,"1,884",Q3,No,0,11,,Yes,48.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.3,246.3,0,0,538.12,784.42,3,Stayed,No,0,72,4188,,,No
2211-RMNHO,Female,36,No,No,Yes,Yes,2,United States,California,Rio Nido,95471,"38.522328, -122.97932",38.522328,-122.97932,298,Q3,Yes,1,68,,Yes,25.16,Yes,Yes,Cable,26,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,85.3,5560,0,0,1710.88,7270.88,4,Stayed,No,0,43,4732,,,Yes
2432-TFSMK,Male,43,No,No,No,No,0,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,"31,266",Q3,No,0,18,,Yes,34.78,Yes,Yes,Fiber Optic,2,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,89.6,1633,0,0,626.04,2259.04,3,Stayed,No,0,36,2269,,,No
4929-ROART,Male,47,No,No,No,No,0,United States,California,Ukiah,95482,"39.134075, -123.23422",39.134075,-123.23422,"30,988",Q3,No,0,18,,Yes,33.8,Yes,Yes,Cable,17,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,56.25,969.85,0,30,608.4,1608.25,4,Stayed,No,0,47,2277,,,No
1834-ABKHQ,Female,59,No,No,Yes,Yes,2,United States,California,Upper Lake,95485,"39.220368, -122.907693",39.220368,-122.907693,"2,344",Q3,Yes,2,52,Offer B,Yes,10.03,No,Yes,Cable,29,No,No,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,50.95,2610.65,0,0,521.56,3132.21,4,Stayed,No,0,73,4298,,,Yes
1741-WTPON,Male,42,No,No,Yes,Yes,3,United States,California,Westport,95488,"39.724433, -123.767578",39.724433,-123.767578,309,Q3,Yes,8,56,Offer B,Yes,40.86,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,115.85,6567.9,0,0,2288.16,8856.06,3,Stayed,No,0,75,4937,,,Yes
3932-IJWDZ,Male,51,No,No,No,No,0,United States,California,Willits,95490,"39.492046, -123.375818",39.492046,-123.375818,"13,472",Q3,No,0,45,Offer B,Yes,24.75,Yes,Yes,Fiber Optic,13,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.65,4747.85,0,0,1113.75,5861.6,5,Stayed,No,0,21,2183,,,No
1240-HCBOH,Female,45,No,No,No,No,0,United States,California,Windsor,95492,"38.527297, -122.810044",38.527297,-122.810044,"23,701",Q3,No,0,67,,Yes,43.3,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,26.1,1759.55,0,0,2901.1,4660.65,3,Stayed,No,0,42,6466,,,No
3594-KADLU,Male,33,No,No,Yes,No,0,United States,California,Witter Springs,95493,"39.222323, -122.985488",39.222323,-122.985488,240,Q3,Yes,3,3,Offer E,No,0,No,Yes,Cable,25,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,35.1,101.1,0,0,0,101.1,3,Joined,No,0,35,3610,,,Yes
3796-ENZGF,Male,52,No,No,Yes,No,0,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,752,Q3,Yes,2,63,,Yes,48.14,Yes,Yes,Cable,28,No,Yes,No,Yes,No,Yes,Yes,No,Two Year,No,Credit Card,67.25,4234.15,0,150,3032.82,7416.97,4,Stayed,No,0,36,6438,,,Yes
1734-ZMNTZ,Female,50,No,No,Yes,Yes,2,United States,California,Eureka,95501,"40.796621, -124.15428",40.796621,-124.15428,"23,224",Q3,Yes,1,11,,Yes,15.04,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25,300.7,0,0,165.44,466.14,4,Stayed,No,0,65,5409,,,Yes
2853-CWQFQ,Male,20,Yes,No,No,Yes,1,United States,California,Eureka,95503,"40.737431, -124.108897",40.737431,-124.108897,"23,570",Q3,No,0,1,,Yes,41.39,No,Yes,Cable,48,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,59.55,59.55,0,0,41.39,100.94,3,Joined,No,0,47,5824,,,No
0813-TAXXS,Male,48,No,No,No,No,0,United States,California,Alderpoint,95511,"40.166028, -123.584144",40.166028,-123.584144,261,Q3,No,0,55,,Yes,26.3,Yes,Yes,DSL,23,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,77.8,4323.35,0,0,1446.5,5769.85,5,Stayed,No,0,59,6483,,,No
2519-TWKFS,Male,34,No,No,Yes,Yes,1,United States,California,Blocksburg,95514,"40.309088, -123.668201",40.309088,-123.668201,199,Q3,Yes,2,25,,Yes,47.1,Yes,Yes,DSL,25,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,55.1,1466.1,0,0,1177.5,2643.6,4,Stayed,No,0,40,2499,,,Yes
0626-QXNGV,Female,55,No,No,Yes,No,0,United States,California,Arcata,95521,"40.839958, -124.003757",40.839958,-124.003757,"19,596",Q3,Yes,7,72,,Yes,37.98,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.15,1776.45,0,0,2734.56,4511.01,5,Stayed,No,0,68,5613,,,Yes
6723-CEGQI,Female,33,No,No,No,Yes,2,United States,California,Bayside,95524,"40.825486, -124.049485",40.825486,-124.049485,"1,689",Q3,No,0,65,,No,0,No,Yes,DSL,25,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,45.25,2933.95,0,0,0,2933.95,5,Stayed,No,0,37,5712,,,No
4732-RRJZC,Male,31,No,No,Yes,Yes,1,United States,California,Bridgeville,95526,"40.372532, -123.525626",40.372532,-123.525626,695,Q3,Yes,9,7,,Yes,39.98,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.25,144.35,0,0,279.86,424.21,3,Stayed,No,0,45,4954,,,Yes
9499-XPZXM,Female,45,No,No,Yes,No,0,United States,California,Burnt Ranch,95527,"40.854512, -123.450097",40.854512,-123.450097,485,Q3,Yes,7,72,,Yes,15.23,Yes,Yes,DSL,26,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,64.75,4804.75,0,0,1096.56,5901.31,3,Stayed,No,0,30,4675,,,Yes
4338-EYCER,Male,57,No,No,Yes,No,0,United States,California,Carlotta,95528,"40.497283, -123.93037",40.497283,-123.93037,"1,072",Q3,Yes,4,21,,Yes,17.19,No,Yes,DSL,11,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.6,1125.2,0,0,360.99,1486.19,3,Stayed,No,0,43,5763,,,Yes
3007-FDPEA,Female,28,Yes,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,2,,Yes,13.89,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.7,39.85,0,0,27.78,67.63,4,Joined,No,0,46,2107,,,No
8513-OLYGY,Male,50,No,No,Yes,No,0,United States,California,Fortuna,95540,"40.584991, -124.121504",40.584991,-124.121504,"12,241",Q3,Yes,8,72,,Yes,27.59,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,115.8,8332.15,0,0,1986.48,10318.63,3,Stayed,No,0,41,5130,,,Yes
0311-QYWSS,Female,63,No,No,No,No,0,United States,California,Garberville,95542,"40.057784, -123.679461",40.057784,-123.679461,"2,423",Q3,No,0,6,,Yes,39.16,No,Yes,DSL,8,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.45,314.6,0,0,234.96,549.56,3,Stayed,No,0,60,3672,,,No
8705-DWKTI,Male,58,No,No,No,No,0,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,532,Q3,No,0,52,,Yes,5.92,No,Yes,Fiber Optic,23,No,No,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,83.8,4331.4,0,70,307.84,4709.24,3,Stayed,No,0,40,6339,,,No
3680-CTHUH,Male,22,Yes,No,No,No,0,United States,California,Kneeland,95549,"40.664483, -123.865325",40.664483,-123.865325,264,Q3,No,0,60,,Yes,44.24,Yes,Yes,Fiber Optic,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,116.6,7049.5,0,0,2654.4,9703.9,3,Stayed,No,0,74,5680,,,No
1202-KKGFU,Female,24,Yes,No,Yes,No,0,United States,California,Korbel,95550,"40.7666, -123.80458",40.7666,-123.80458,155,Q3,Yes,4,12,Offer D,Yes,23.99,No,Yes,DSL,51,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.2,690.5,0,0,287.88,978.38,4,Stayed,No,0,31,4474,,,Yes
6112-KTHFQ,Female,50,No,No,No,No,0,United States,California,Loleta,95551,"40.665952, -124.240051",40.665952,-124.240051,"1,447",Q3,No,0,13,Offer D,Yes,21.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.3,279.3,0,0,277.68,556.98,5,Stayed,No,0,23,5917,,,No
1852-XEMDW,Male,20,Yes,No,No,No,0,United States,California,Mad River,95552,"40.390301, -123.412327",40.390301,-123.412327,265,Q3,No,0,22,Offer D,Yes,43.78,Yes,Yes,DSL,47,Yes,Yes,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,65.05,1427.55,0,10,963.16,2400.71,4,Stayed,No,0,30,4709,,,No
1820-DJFPH,Female,59,No,No,Yes,Yes,3,United States,California,Orick,95555,"41.336354, -124.044354",41.336354,-124.044354,494,Q3,Yes,4,72,,Yes,48.29,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.05,1709.15,0,0,3476.88,5186.03,4,Stayed,No,0,36,4755,,,Yes
9426-SXNHE,Female,23,Yes,No,No,No,0,United States,California,Orleans,95556,"41.269521, -123.546958",41.269521,-123.546958,574,Q3,No,0,2,,Yes,4.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,18.75,53.15,0,0,9.84,62.99,4,Joined,No,0,23,5355,,,No
9068-FHQHD,Female,42,No,No,Yes,Yes,3,United States,California,Petrolia,95558,"40.274302, -124.210902",40.274302,-124.210902,300,Q3,Yes,1,40,,Yes,3.01,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.15,777.35,0,0,120.4,897.75,5,Stayed,No,0,29,3556,,,Yes
1269-FOYWN,Male,23,Yes,No,Yes,Yes,3,United States,California,Phillipsville,95559,"40.184094, -123.745487",40.184094,-123.745487,163,Q3,Yes,2,44,,Yes,36.86,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20,860.85,0,0,1621.84,2482.69,3,Stayed,No,0,72,3743,,,Yes
9895-VFOXH,Female,19,Yes,No,No,No,0,United States,California,Scotia,95565,"40.440636, -124.098739",40.440636,-124.098739,"1,125",Q3,No,0,1,,No,0,No,Yes,DSL,76,No,No,No,No,No,No,Yes,No,Month-to-Month,No,Credit Card,24.4,24.4,0,10,0,34.4,5,Joined,No,0,61,5092,,,No
1230-QAJDW,Male,32,No,No,No,No,0,United States,California,Somes Bar,95568,"41.444606, -123.471895",41.444606,-123.471895,202,Q3,No,0,3,,Yes,42.68,Yes,Yes,Cable,27,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,65.25,209.9,0,0,128.04,337.94,5,Joined,No,0,43,2562,,,No
5701-ZIKJE,Male,28,Yes,No,No,No,0,United States,California,Redcrest,95569,"40.363446, -123.835041",40.363446,-123.835041,400,Q3,No,0,13,Offer D,Yes,33.95,No,Yes,DSL,59,No,No,No,Yes,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,50.55,610.75,0,0,441.35,1052.1,5,Stayed,No,0,29,5530,,,No
5032-MIYKT,Female,19,Yes,No,No,No,0,United States,California,Weott,95571,"40.310119, -123.909449",40.310119,-123.909449,270,Q3,No,0,1,,Yes,38.81,No,Yes,Fiber Optic,52,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,70.7,70.7,0,0,38.81,109.51,3,Joined,No,0,28,4056,,,No
7396-VJUZB,Male,33,No,No,Yes,Yes,2,United States,California,Willow Creek,95573,"40.949012, -123.655847",40.949012,-123.655847,"1,666",Q3,Yes,8,4,Offer E,Yes,35.09,No,Yes,DSL,30,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.25,155.35,0,0,140.36,295.71,5,Stayed,No,0,57,2776,,,Yes
9717-QEBGU,Male,51,No,No,No,No,0,United States,California,Leggett,95585,"39.873371, -123.741474",39.873371,-123.741474,321,Q3,No,0,2,Offer E,Yes,1.57,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.3,144,0,0,3.14,147.14,4,Joined,No,0,37,2980,,,No
5172-RKOCB,Male,28,Yes,No,Yes,No,0,United States,California,Piercy,95587,"39.955587, -123.681175",39.955587,-123.681175,200,Q3,No,0,72,,Yes,21.26,Yes,Yes,Fiber Optic,53,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,108.95,7875,0,0,1530.72,9405.72,4,Stayed,No,0,21,5758,,,Yes
6509-TSGWN,Female,42,No,No,Yes,Yes,2,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,37,,Yes,31.83,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,26.45,911.6,0,0,1177.71,2089.31,4,Stayed,No,0,72,5359,,,Yes
3178-CIFOT,Female,34,No,No,No,No,0,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,222,Q3,No,0,23,Offer D,Yes,10.41,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.65,478.1,0,0,239.43,717.53,3,Stayed,No,0,58,5916,,,No
4530-NDRKU,Female,31,No,No,Yes,Yes,3,United States,California,Auburn,95603,"38.912881, -121.082766",38.912881,-121.082766,"24,944",Q3,Yes,4,42,,Yes,34.66,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.05,761.85,0,0,1455.72,2217.57,4,Stayed,No,0,80,5091,,,Yes
5985-TBABQ,Female,45,No,No,No,No,0,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,"12,756",Q3,No,0,32,Offer C,Yes,33.45,Yes,Yes,DSL,5,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,74.75,2282.95,0,0,1070.4,3353.35,4,Stayed,No,0,66,2830,,,No
9800-ONTFE,Female,59,No,No,Yes,Yes,3,United States,California,Brooks,95606,"38.809804, -122.241383",38.809804,-122.241383,382,Q3,Yes,3,22,Offer D,Yes,4.67,Yes,Yes,Fiber Optic,58,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.8,1615.1,0,0,102.74,1717.84,5,Stayed,No,0,37,4479,,,Yes
6743-HHQPF,Male,26,Yes,No,Yes,No,0,United States,California,Capay,95607,"38.681651, -122.130569",38.681651,-122.130569,262,Q3,Yes,5,42,,No,0,No,Yes,DSL,59,No,No,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,25.1,1097.15,0,0,0,1097.15,3,Stayed,No,0,57,4959,,,Yes
8455-HIRAQ,Female,56,No,No,No,No,0,United States,California,Carmichael,95608,"38.626128, -121.328011",38.626128,-121.328011,"58,830",Q3,No,0,8,,Yes,10.91,No,Yes,DSL,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,44.45,369.3,0,0,87.28,456.58,3,Stayed,No,0,65,4909,,,No
6616-AALSR,Female,23,Yes,No,Yes,Yes,1,United States,California,Citrus Heights,95610,"38.69508, -121.271616",38.69508,-121.271616,"43,718",Q3,Yes,5,65,,Yes,13.17,Yes,Yes,Fiber Optic,59,Yes,No,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,104.3,6725.3,0,70,856.05,7651.35,3,Stayed,No,0,76,4997,,,Yes
9415-ZNBSX,Female,30,No,No,Yes,Yes,1,United States,California,Cool,95614,"38.880622, -120.973865",38.880622,-120.973865,"3,674",Q3,Yes,3,70,,Yes,33.24,Yes,Yes,DSL,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,89,6293.2,0,0,2326.8,8620,3,Stayed,No,0,46,5650,,,Yes
4018-KJYUY,Male,43,No,No,No,Yes,2,United States,California,Courtland,95615,"38.311609, -121.554034",38.311609,-121.554034,699,Q3,No,0,22,Offer D,Yes,34.07,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.15,432.5,0,0,749.54,1182.04,5,Stayed,No,0,78,2722,,,No
3884-UEBXB,Female,58,No,No,Yes,Yes,1,United States,California,Diamond Springs,95619,"38.683605, -120.811852",38.683605,-120.811852,"4,426",Q3,Yes,5,67,,No,0,No,Yes,DSL,15,Yes,Yes,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,36.15,2434.45,0,0,0,2434.45,3,Stayed,No,0,39,6314,,,Yes
8780-RSYYU,Female,42,No,No,No,No,0,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,"18,529",Q3,No,0,25,Offer C,Yes,6,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.2,532.1,0,0,150,682.1,4,Stayed,No,0,23,2159,,,No
5537-UXXVS,Female,49,No,No,Yes,No,0,United States,California,Citrus Heights,95621,"38.69549, -121.307864",38.69549,-121.307864,"41,636",Q3,No,0,20,Offer D,Yes,48.03,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.25,375.25,0,0,960.6,1335.85,3,Stayed,No,0,68,4137,,,Yes
1791-PQHBB,Female,28,Yes,No,No,Yes,2,United States,California,El Dorado,95623,"38.63153, -120.842609",38.63153,-120.842609,"4,097",Q3,No,0,2,Offer E,Yes,32.06,No,Yes,Cable,52,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,61.2,125.95,0,0,64.12,190.07,4,Joined,No,0,31,5056,,,No
8701-DGLVH,Male,36,No,No,No,No,0,United States,California,Elk Grove,95624,"38.434138, -121.30587",38.434138,-121.30587,"38,534",Q3,No,0,51,,Yes,47.43,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.45,1042.65,0,0,2418.93,3461.58,4,Stayed,No,0,65,6097,,,No
8741-LQOBK,Female,27,Yes,No,Yes,Yes,2,United States,California,Elmira,95625,"38.349195, -121.902943",38.349195,-121.902943,171,Q3,Yes,9,46,,No,0,No,Yes,DSL,52,Yes,Yes,No,No,No,No,Yes,Yes,Month-to-Month,No,Bank Withdrawal,35.05,1620.25,0,0,0,1620.25,3,Stayed,No,0,33,4829,,,Yes
8082-GHXOP,Male,20,Yes,No,No,Yes,1,United States,California,Esparto,95627,"38.834469, -122.127193",38.834469,-122.127193,"2,756",Q3,No,0,13,Offer D,Yes,26.63,No,Yes,DSL,27,No,No,No,No,No,No,Yes,Yes,Month-to-Month,No,Credit Card,44,659.35,0,0,346.19,1005.54,3,Stayed,No,0,24,5611,,,No
0980-FEXWF,Male,32,No,No,Yes,Yes,1,United States,California,Fiddletown,95629,"38.513484, -120.704613",38.513484,-120.704613,850,Q3,Yes,4,26,Offer C,Yes,4.62,No,Yes,DSL,19,No,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,50.35,1285.8,0,0,120.12,1405.92,5,Stayed,No,0,48,3386,,,Yes
3011-WQKSZ,Male,41,No,No,No,Yes,3,United States,California,Foresthill,95631,"39.031876, -120.811141",39.031876,-120.811141,"5,714",Q3,No,0,19,Offer D,Yes,24.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20,377.55,0,0,457.9,835.45,3,Stayed,No,0,31,5188,,,No
8218-FFJDS,Female,21,Yes,No,Yes,No,0,United States,California,Georgetown,95634,"38.9386, -120.785514",38.9386,-120.785514,"2,723",Q3,Yes,6,72,,Yes,15.35,Yes,Yes,DSL,41,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,86.4,6058.95,0,0,1105.2,7164.15,3,Stayed,No,0,27,6114,,,Yes
9360-OMDZZ,Male,60,No,No,No,No,0,United States,California,Herald,95638,"38.313447, -121.123886",38.313447,-121.123886,"1,745",Q3,No,0,24,Offer C,Yes,30.42,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,94.1,2322.85,0,110,730.08,3162.93,3,Stayed,No,0,69,3192,,,No
0345-XMMUG,Female,29,Yes,No,Yes,No,0,United States,California,Ione,95640,"38.33788, -120.954202",38.33788,-120.954202,"9,752",Q3,Yes,6,46,,Yes,2,Yes,Yes,Fiber Optic,48,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,108.9,4854.3,0,0,92,4946.3,5,Stayed,No,0,45,5119,,,Yes
2832-SCUCO,Female,52,No,No,No,No,0,United States,California,Kirkwood,95646,"38.631489, -120.015167",38.631489,-120.015167,129,Q3,No,0,2,Offer E,Yes,26.9,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.9,57.4,0,0,53.8,111.2,4,Joined,No,0,40,2822,,,No
7036-ZZKBD,Male,56,No,No,Yes,No,0,United States,California,Lincoln,95648,"38.922812, -121.312005",38.922812,-121.312005,"15,286",Q3,Yes,7,31,Offer C,Yes,25.3,No,Yes,Cable,28,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,66.4,2019.8,0,0,784.3,2804.1,4,Stayed,No,0,79,3282,,,Yes
0265-PSUAE,Female,57,No,No,Yes,Yes,3,United States,California,Lotus,95651,"38.815515, -120.916997",38.815515,-120.916997,485,Q3,Yes,10,16,Offer D,Yes,27.27,No,Yes,Fiber Optic,76,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,100.7,1522.7,0,0,436.32,1959.02,4,Stayed,No,0,72,3337,,,Yes
0463-TXOAK,Male,26,Yes,No,No,Yes,1,United States,California,Madison,95653,"38.674276, -121.961866",38.674276,-121.961866,844,Q3,No,0,52,,Yes,23.12,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.6,1334.5,0,0,1202.24,2536.74,3,Stayed,No,0,76,5662,,,No
0594-UFTUL,Male,35,No,No,Yes,Yes,3,United States,California,Mather,95655,"38.549822, -121.266725",38.549822,-121.266725,929,Q3,Yes,1,13,Offer D,Yes,40.2,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.85,252,0,0,522.6,774.6,4,Stayed,No,0,31,2928,,,Yes
9509-MPYOD,Female,34,No,No,No,No,0,United States,California,Newcastle,95658,"38.883224, -121.15918",38.883224,-121.15918,"6,096",Q3,No,0,35,Offer C,Yes,35.5,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.75,700.45,0,0,1242.5,1942.95,4,Stayed,No,0,67,4261,,,No
9128-CPXKI,Female,36,No,No,No,No,0,United States,California,Nicolaus,95659,"38.788898, -121.608624",38.788898,-121.608624,751,Q3,No,0,59,,Yes,30.44,No,Yes,Fiber Optic,30,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,95.8,5655.45,0,0,1795.96,7451.41,3,Stayed,No,0,45,5470,,,No
0129-KPTWJ,Male,39,No,No,Yes,No,0,United States,California,North Highlands,95660,"38.671295, -121.388251",38.671295,-121.388251,"32,202",Q3,Yes,9,72,,Yes,33.22,No,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.65,6747.35,0,0,2391.84,9139.19,3,Stayed,No,0,20,5943,,,Yes
5855-EIBDE,Female,35,No,No,Yes,No,0,United States,California,Orangevale,95662,"38.689174, -121.218435",38.689174,-121.218435,"32,040",Q3,Yes,10,49,,Yes,40.67,Yes,Yes,Fiber Optic,12,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,106.65,5174.35,0,0,1992.83,7167.18,4,Stayed,No,0,57,5948,,,Yes
5365-LLFYV,Female,43,No,No,No,No,0,United States,California,Penryn,95663,"38.859093, -121.182872",38.859093,-121.182872,"2,048",Q3,No,0,2,Offer E,Yes,5.47,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.85,105.6,0,0,10.94,116.54,3,Joined,No,0,65,2245,,,No
1928-BXYIV,Male,47,No,No,No,No,0,United States,California,Placerville,95667,"38.733714, -120.795213",38.733714,-120.795213,"34,146",Q3,No,0,1,Offer E,Yes,17.07,Yes,Yes,DSL,3,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,61.15,61.15,0,0,17.07,78.22,4,Joined,No,0,28,4592,,,No
5760-FXFVO,Male,55,No,No,No,No,0,United States,California,Pleasant Grove,95668,"38.833554, -121.498102",38.833554,-121.498102,901,Q3,No,0,6,Offer E,Yes,29.52,No,Yes,Fiber Optic,28,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.95,494.95,0,0,177.12,672.07,3,Stayed,No,0,35,4093,,,No
0961-ZWLVI,Male,35,No,No,No,Yes,3,United States,California,Rancho Cordova,95670,"38.602723, -121.279913",38.602723,-121.279913,"49,729",Q3,No,0,49,,Yes,4.76,Yes,Yes,Fiber Optic,58,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,109.2,5290.45,0,0,233.24,5523.69,3,Stayed,No,0,44,6005,,,No
5181-OABFK,Female,59,No,No,Yes,Yes,3,United States,California,Rescue,95672,"38.724322, -120.991237",38.724322,-120.991237,"3,815",Q3,Yes,7,56,,Yes,18.99,No,Yes,Cable,53,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Credit Card,61.3,3346.8,0,0,1063.44,4410.24,3,Stayed,No,0,72,4173,,,Yes
7816-VGHTO,Female,61,No,No,Yes,Yes,2,United States,California,Rio Oso,95674,"38.954144, -121.482536",38.954144,-121.482536,947,Q3,Yes,7,6,Offer E,No,0,No,Yes,Cable,10,No,Yes,Yes,Yes,No,No,No,No,Two Year,No,Credit Card,40.55,217.5,0,50,0,267.5,5,Stayed,No,0,30,2866,,,Yes
5871-DGTXZ,Male,55,No,No,No,No,0,United States,California,River Pines,95675,"38.545775, -120.743325",38.545775,-120.743325,364,Q3,No,0,32,Offer C,Yes,41.52,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,607.7,0,0,1328.64,1936.34,4,Stayed,No,0,38,4636,,,No
7550-WIQVA,Male,34,No,No,Yes,Yes,1,United States,California,Rocklin,95677,"38.7904, -121.236973",38.7904,-121.236973,"21,510",Q3,Yes,3,50,,Yes,41.58,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,108.25,5431.4,0,0,2079,7510.4,4,Stayed,No,0,71,4972,,,Yes
7544-ZVIKX,Male,33,No,No,Yes,Yes,2,United States,California,Roseville,95678,"38.759751, -121.288545",38.759751,-121.288545,"30,614",Q3,Yes,2,58,,Yes,33.82,Yes,Yes,Fiber Optic,10,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.05,6004.85,0,0,1961.56,7966.41,5,Stayed,No,0,75,5870,,,Yes
0016-QLJIS,Female,43,No,No,Yes,Yes,1,United States,California,Sheridan,95681,"38.984756, -121.345074",38.984756,-121.345074,"1,219",Q3,Yes,3,65,,Yes,28.46,Yes,Yes,Cable,14,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.45,5957.9,0,0,1849.9,7807.8,3,Stayed,No,0,25,5509,,,Yes
7508-DQAKK,Female,21,Yes,No,No,No,0,United States,California,Shingle Springs,95682,"38.598936, -120.963092",38.598936,-120.963092,"24,738",Q3,No,0,64,,Yes,8.52,Yes,Yes,DSL,73,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,86.4,5442.05,0,0,545.28,5987.33,3,Stayed,No,0,33,6474,,,No
5176-OLSKT,Female,49,No,No,Yes,No,0,United States,California,Sloughhouse,95683,"38.470423, -121.114897",38.470423,-121.114897,"4,731",Q3,Yes,5,66,Offer A,Yes,44.4,Yes,Yes,DSL,11,Yes,Yes,Yes,No,No,No,No,No,Two Year,No,Bank Withdrawal,66.9,4370.25,0,70,2930.4,7370.65,4,Stayed,No,0,61,5546,,,Yes
9356-AXGMP,Male,59,No,No,Yes,No,0,United States,California,Somerset,95684,"38.606703, -120.586659",38.606703,-120.586659,"2,958",Q3,Yes,9,38,Offer C,Yes,42.08,Yes,Yes,Fiber Optic,15,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,110.7,4428.6,0,0,1599.04,6027.64,3,Stayed,No,0,60,5461,,,Yes
3556-BVQGL,Female,21,Yes,No,Yes,No,0,United States,California,Sutter Creek,95685,"38.432145, -120.77069",38.432145,-120.77069,"4,610",Q3,Yes,2,20,Offer D,Yes,19.15,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20,416.45,0,0,383,799.45,5,Stayed,No,0,71,3585,,,Yes
7581-EBBOU,Female,49,No,No,No,No,0,United States,California,Volcano,95689,"38.481902, -120.603668",38.481902,-120.603668,"1,273",Q3,No,0,60,,Yes,38.88,No,Yes,DSL,2,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,70.15,4224.7,0,0,2332.8,6557.5,3,Stayed,No,0,62,4260,,,No
5073-RZGBK,Female,50,No,No,Yes,Yes,3,United States,California,West Sacramento,95691,"38.627951, -121.593287",38.627951,-121.593287,"19,050",Q3,Yes,6,50,Offer B,Yes,49.18,Yes,Yes,DSL,76,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,80.05,4042.2,0,0,2459,6501.2,3,Stayed,No,0,26,5823,,,Yes
2192-CKRLV,Female,57,No,No,Yes,No,0,United States,California,Wilton,95693,"38.392559, -121.225093",38.392559,-121.225093,"5,889",Q3,Yes,2,72,Offer A,No,0,No,Yes,DSL,15,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,49.2,3580.95,0,0,0,3580.95,3,Stayed,No,0,33,4700,,,Yes
3154-HMWUU,Male,28,Yes,No,Yes,No,0,United States,California,Winters,95694,"38.578604, -122.024579",38.578604,-122.024579,"8,406",Q3,Yes,9,60,Offer B,Yes,31.29,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.5,1198.8,0,0,1877.4,3076.2,5,Stayed,No,0,63,5848,,,Yes
6119-SPUDB,Male,40,No,No,No,No,0,United States,California,Woodland,95695,"38.71967, -121.862416",38.71967,-121.862416,"38,547",Q3,No,0,46,Offer B,No,0,No,Yes,DSL,2,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,38.25,1755.35,0,0,0,1755.35,3,Stayed,No,0,73,2653,,,No
6522-OIQSX,Female,60,No,No,Yes,Yes,3,United States,California,Alta,95701,"39.218096, -120.79153",39.218096,-120.79153,751,Q3,Yes,4,69,Offer A,No,0,No,Yes,Cable,56,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,54.95,3772.5,0,0,0,3772.5,4,Stayed,No,0,23,4175,,,Yes
8748-HFWBO,Male,49,No,No,Yes,Yes,3,United States,California,Camino,95709,"38.748316, -120.675512",38.748316,-120.675512,"4,829",Q3,Yes,2,19,Offer D,Yes,32.47,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,357.7,0,0,616.93,974.63,5,Stayed,No,0,29,5964,,,Yes
1052-QJIBV,Female,28,Yes,No,Yes,Yes,2,United States,California,Colfax,95713,"39.084645, -120.894014",39.084645,-120.894014,"8,525",Q3,Yes,1,71,Offer A,Yes,20.49,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.9,1397.3,0,0,1454.79,2852.09,3,Stayed,No,0,53,6015,,,Yes
1319-YLZJG,Male,62,No,No,Yes,No,0,United States,California,Dutch Flat,95714,"39.197215, -120.83679",39.197215,-120.83679,350,Q3,Yes,9,12,Offer D,Yes,39,No,Yes,Fiber Optic,7,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,84.6,959.9,0,0,468,1427.9,4,Stayed,No,0,31,2499,,,Yes
0723-FDLAY,Male,54,No,No,No,No,0,United States,California,Gold Run,95717,"39.170376, -120.838404",39.170376,-120.838404,407,Q3,No,0,44,Offer B,Yes,49.57,Yes,Yes,Cable,21,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,85.25,3704.15,0,100,2181.08,5985.23,5,Stayed,No,0,57,2292,,,No
3050-RLLXC,Female,51,No,No,Yes,Yes,2,United States,California,Kyburz,95720,"38.766036, -120.209673",38.766036,-120.209673,183,Q3,Yes,10,56,Offer B,Yes,25.9,Yes,Yes,Cable,30,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,81.25,4620.4,0,0,1450.4,6070.8,4,Stayed,No,0,62,5907,,,Yes
9298-WGMRW,Female,26,Yes,No,Yes,No,0,United States,California,Echo Lake,95721,"38.851842, -120.076204",38.851842,-120.076204,69,Q3,Yes,4,72,Offer A,Yes,24.32,Yes,Yes,Fiber Optic,76,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,115.5,8312.75,0,0,1751.04,10063.79,3,Stayed,No,0,44,4697,,,Yes
3088-LHEFH,Female,28,Yes,No,No,No,0,United States,California,Pollock Pines,95726,"38.733908, -120.453416",38.733908,-120.453416,"8,577",Q3,No,0,11,Offer D,Yes,10.06,Yes,Yes,Fiber Optic,48,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79,929.3,0,0,110.66,1039.96,3,Stayed,No,0,33,3885,,,No
8544-JNBOX,Male,31,No,No,No,No,0,United States,California,Weimar,95736,"39.00978, -120.978273",39.00978,-120.978273,31,Q3,No,0,72,Offer A,Yes,23.43,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.8,1521.2,0,0,1686.96,3208.16,5,Stayed,No,0,57,4626,,,No
6681-ZSEXG,Male,34,No,No,Yes,No,0,United States,California,Rancho Cordova,95742,"38.591134, -121.161585",38.591134,-121.161585,299,Q3,Yes,9,56,Offer B,Yes,35.55,Yes,Yes,DSL,17,No,Yes,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,59.5,3389.25,0,0,1990.8,5380.05,5,Stayed,No,0,71,5477,,,Yes
6116-RFVHN,Female,20,Yes,No,Yes,No,0,United States,California,Roseville,95747,"38.784329, -121.373245",38.784329,-121.373245,"25,418",Q3,Yes,10,34,Offer C,Yes,35.29,Yes,Yes,Fiber Optic,47,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100.45,3414.65,0,0,1199.86,4614.51,5,Stayed,No,0,42,3744,,,Yes
8884-FEEWR,Male,22,Yes,No,No,No,0,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,"22,028",Q3,No,0,35,Offer C,Yes,42.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.6,754,0,0,1470.7,2224.7,4,Stayed,No,0,70,2858,,,No
3125-RAHBV,Male,24,Yes,No,No,No,0,United States,California,Rocklin,95765,"38.823278, -121.281856",38.823278,-121.281856,"15,494",Q3,No,0,22,Offer D,Yes,23.03,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.3,467.15,0,0,506.66,973.81,4,Stayed,No,0,55,2768,,,No
0373-AIVNJ,Male,34,No,No,No,No,0,United States,California,Sacramento,95814,"38.584505, -121.491956",38.584505,-121.491956,"16,599",Q3,No,0,9,Offer E,No,0,No,Yes,Cable,19,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Credit Card,39.55,373,0,0,0,373,3,Stayed,No,0,67,3755,,,No
1682-VCOIO,Male,56,No,No,No,No,0,United States,California,Sacramento,95816,"38.574856, -121.46504",38.574856,-121.46504,"16,164",Q3,No,0,23,Offer D,Yes,46.17,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.45,481.1,0,0,1061.91,1543.01,5,Stayed,No,0,43,3434,,,No
2072-ZVJJX,Male,47,No,No,Yes,No,0,United States,California,Sacramento,95818,"38.556306, -121.495817",38.556306,-121.495817,"21,313",Q3,Yes,5,68,Offer A,Yes,22.83,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.25,1728.2,0,0,1552.44,3280.64,3,Stayed,No,0,70,4571,,,Yes
8849-AYPTR,Male,55,No,No,Yes,No,0,United States,California,Sacramento,95819,"38.567594, -121.437507",38.567594,-121.437507,"15,975",Q3,Yes,1,33,Offer C,Yes,26.8,No,Yes,Fiber Optic,17,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,91.25,2964.05,0,130,884.4,3978.45,5,Stayed,No,0,57,3296,,,Yes
9518-IMLHK,Male,48,No,No,No,No,0,United States,California,Sacramento,95820,"38.53508, -121.444144",38.53508,-121.444144,"37,031",Q3,No,0,31,,Yes,41.23,No,Yes,DSL,27,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,72.45,2156.25,0,0,1278.13,3434.38,4,Stayed,No,0,77,3175,,,No
3646-ITDGM,Female,42,No,No,No,No,0,United States,California,Sacramento,95822,"38.512569, -121.495184",38.512569,-121.495184,"44,683",Q3,No,0,56,Offer B,Yes,32.88,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.7,1051.9,0,0,1841.28,2893.18,4,Stayed,No,0,56,4831,,,No
3569-VLDHH,Male,59,No,No,Yes,Yes,3,United States,California,Sacramento,95824,"38.517295, -121.439819",38.517295,-121.439819,"30,580",Q3,No,0,66,Offer A,Yes,29.5,No,Yes,DSL,76,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,75.1,5013,0,0,1947,6960,4,Stayed,No,0,23,6123,,,Yes
8224-KDLKN,Male,22,Yes,No,Yes,Yes,2,United States,California,Sacramento,95825,"38.590035, -121.412455",38.590035,-121.412455,"30,715",Q3,Yes,3,72,Offer A,Yes,19.04,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25,1738.9,0,0,1370.88,3109.78,4,Stayed,No,0,41,4275,,,Yes
4001-TSBTV,Female,49,No,No,Yes,Yes,2,United States,California,Sacramento,95827,"38.549185, -121.328386",38.549185,-121.328386,"19,611",Q3,Yes,5,58,Offer B,Yes,40.74,No,Yes,Fiber Optic,17,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,91.55,5511.65,0,0,2362.92,7874.57,3,Stayed,No,0,49,6423,,,Yes
8727-XDPUD,Male,51,No,No,No,No,0,United States,California,Sacramento,95829,"38.486502, -121.334051",38.486502,-121.334051,"11,396",Q3,No,0,37,,No,0,No,Yes,DSL,25,No,No,No,No,Yes,No,No,No,Two Year,No,Credit Card,35.8,1316.9,0,100,0,1416.9,3,Stayed,No,0,68,5658,,,No
1043-UXOVO,Female,25,Yes,No,No,No,0,United States,California,Sacramento,95830,"38.490508, -121.284171",38.490508,-121.284171,592,Q3,No,0,71,Offer A,Yes,28.4,Yes,Yes,Fiber Optic,76,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,113.15,7993.3,0,0,2016.4,10009.7,3,Stayed,No,0,35,4955,,,No
1064-FBXNK,Male,55,No,No,Yes,Yes,1,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,"42,832",Q3,Yes,5,1,,Yes,47.46,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.85,19.85,0,0,47.46,67.31,3,Joined,No,0,20,2618,,,Yes
2878-DHMIN,Male,63,No,No,Yes,Yes,2,United States,California,Sacramento,95833,"38.619049, -121.517552",38.619049,-121.517552,"31,422",Q3,Yes,7,35,,Yes,24.23,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.9,666,0,0,848.05,1514.05,3,Stayed,No,0,30,2334,,,Yes
7762-ONLJY,Female,62,No,No,Yes,Yes,3,United States,California,Sacramento,95834,"38.646209, -121.52446",38.646209,-121.52446,"8,403",Q3,Yes,5,6,,Yes,44.13,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.7,94.45,0,0,264.78,359.23,3,Stayed,No,0,51,4122,,,Yes
5795-BKOYE,Female,47,No,No,Yes,Yes,1,United States,California,Sacramento,95837,"38.691607, -121.602284",38.691607,-121.602284,264,Q3,Yes,5,69,Offer A,Yes,14.48,No,Yes,DSL,19,No,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,59.1,4134.7,0,0,999.12,5133.82,4,Stayed,No,0,71,5846,,,Yes
7402-PWYJJ,Female,21,Yes,No,Yes,No,0,United States,California,Sacramento,95841,"38.660442, -121.346321",38.660442,-121.346321,"20,993",Q3,Yes,2,53,Offer B,Yes,42.18,Yes,Yes,Fiber Optic,53,No,No,No,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,91.15,4862.5,0,150,2235.54,7248.04,5,Stayed,No,0,44,6439,,,Yes
0018-NYROU,Female,58,No,No,Yes,No,0,United States,California,Antelope,95843,"38.715498, -121.363411",38.715498,-121.363411,"36,432",Q3,No,0,5,,Yes,18.65,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,68.95,351.5,0,0,93.25,444.75,3,Stayed,No,0,57,5536,,,Yes
7501-VTYLJ,Female,21,Yes,No,No,Yes,1,United States,California,Sacramento,95864,"38.585826, -121.376263",38.585826,-121.376263,"23,362",Q3,No,0,2,,Yes,18.61,No,Yes,DSL,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,51.55,106.2,0,0,37.22,143.42,3,Joined,No,0,72,4057,,,No
7608-RGIRO,Male,62,No,No,No,Yes,1,United States,California,Marysville,95901,"39.19514, -121.503883",39.19514,-121.503883,"38,091",Q3,No,0,62,Offer B,Yes,17.56,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.4,1413,0,0,1088.72,2501.72,3,Stayed,No,0,66,4889,,,No
0480-BIXDE,Female,58,No,No,Yes,No,0,United States,California,Beale Afb,95903,"39.125311, -121.392283",39.125311,-121.392283,"5,654",Q3,Yes,9,19,Offer D,Yes,10.68,No,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,96.8,1743.05,0,0,202.92,1945.97,5,Stayed,No,0,66,3249,,,Yes
5895-QSXOD,Male,42,No,No,No,No,0,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,118,Q3,No,0,9,,Yes,48.25,No,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,70.05,657.5,0,0,434.25,1091.75,3,Stayed,No,0,63,3522,,,No
9814-AOUDH,Male,29,Yes,No,No,No,0,United States,California,Arbuckle,95912,"38.982373, -122.047751",38.982373,-122.047751,"4,796",Q3,No,0,53,Offer B,Yes,24.17,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.5,1050.5,0,0,1281.01,2331.51,5,Stayed,No,0,57,5625,,,No
6175-IRFIT,Male,32,No,No,No,No,0,United States,California,Bangor,95914,"39.396585, -121.38029",39.396585,-121.38029,626,Q3,No,0,5,,Yes,32.91,No,Yes,Fiber Optic,24,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Credit Card,78.75,426.35,0,10,164.55,600.9,5,Stayed,No,0,66,2610,,,No
1622-HSHSF,Female,44,No,No,No,No,0,United States,California,Biggs,95917,"39.457388, -121.818201",39.457388,-121.818201,"3,169",Q3,No,0,1,,Yes,10.2,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.55,19.55,0,0,10.2,29.75,5,Joined,No,0,58,5607,,,No
6749-UTDVX,Male,64,No,No,No,No,0,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,"1,237",Q3,No,0,72,Offer A,Yes,10.87,Yes,Yes,Fiber Optic,16,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,103.65,7634.8,0,0,782.64,8417.44,5,Stayed,No,0,63,6088,,,No
5542-DHSXL,Female,36,No,No,Yes,No,0,United States,California,Butte City,95920,"39.449794, -121.936372",39.449794,-121.936372,303,Q3,Yes,2,4,,Yes,6.77,No,Yes,Cable,3,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,54.7,235.05,0,0,27.08,262.13,4,Stayed,No,0,37,3475,,,Yes
9102-OXKFY,Male,35,No,No,No,No,0,United States,California,Camptonville,95922,"39.432127, -121.099287",39.432127,-121.099287,632,Q3,No,0,59,Offer B,Yes,49.48,Yes,Yes,Cable,9,No,No,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,54.15,3116.15,0,0,2919.32,6035.47,3,Stayed,No,0,64,4293,,,No
7808-DVWEP,Male,51,No,No,Yes,No,0,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,"35,808",Q3,Yes,3,3,,Yes,31.06,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20,49.65,0,0,93.18,142.83,3,Joined,No,0,44,3985,,,Yes
2284-VFLKH,Male,23,Yes,No,Yes,No,0,United States,California,Clipper Mills,95930,"39.562239, -121.14836",39.562239,-121.14836,282,Q3,Yes,4,49,Offer B,Yes,33.93,No,Yes,Fiber Optic,27,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,99.25,4920.8,0,0,1662.57,6583.37,3,Stayed,No,0,43,4995,,,Yes
0366-NQSHS,Male,42,No,No,No,No,0,United States,California,Colusa,95932,"39.273096, -122.050763",39.273096,-122.050763,"7,503",Q3,No,0,2,,Yes,44.34,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.35,46.35,0,0,88.68,135.03,3,Joined,No,0,52,5863,,,No
3807-BPOMJ,Female,59,No,No,Yes,No,0,United States,California,Dobbins,95935,"39.381174, -121.21191",39.381174,-121.21191,614,Q3,Yes,6,55,Offer B,Yes,24.93,No,Yes,Fiber Optic,17,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94.75,5276.1,0,0,1371.15,6647.25,4,Stayed,No,0,63,6021,,,Yes
3892-NXAZG,Male,56,No,No,Yes,Yes,1,United States,California,Downieville,95936,"39.578792, -120.780786",39.578792,-120.780786,404,Q3,Yes,4,72,Offer A,Yes,5.81,Yes,Yes,Fiber Optic,29,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,114.05,8289.2,0,0,418.32,8707.52,4,Stayed,No,0,72,6254,,,Yes
4182-BGSIQ,Female,46,No,No,Yes,Yes,1,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,"3,524",Q3,Yes,6,10,Offer D,Yes,19.05,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.8,196.75,0,0,190.5,387.25,3,Stayed,No,0,49,3196,,,Yes
0988-AADSA,Female,40,No,No,Yes,Yes,2,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,452,Q3,Yes,5,72,Offer A,Yes,9.72,Yes,Yes,Cable,15,Yes,Yes,Yes,Yes,No,Yes,Yes,No,Two Year,No,Bank Withdrawal,80.85,5824.75,0,10,699.84,6534.59,4,Stayed,No,0,56,6317,,,Yes
9972-NKTFD,Female,55,No,No,No,No,0,United States,California,Forest Ranch,95942,"40.077028, -121.494168",40.077028,-121.494168,"1,351",Q3,No,0,28,,Yes,25.59,No,Yes,Cable,7,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.65,1517.5,0,0,716.52,2234.02,5,Stayed,No,0,73,3185,,,No
3717-LNXKW,Male,36,No,No,Yes,No,0,United States,California,Glenn,95943,"39.597975, -122.032248",39.597975,-122.032248,"1,454",Q3,Yes,3,38,,Yes,12.71,Yes,Yes,Fiber Optic,9,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,91.7,3479.05,0,0,482.98,3962.03,3,Stayed,No,0,36,3676,,,Yes
5734-EJKXG,Female,25,Yes,No,No,No,0,United States,California,Goodyears Bar,95944,"39.564113, -120.868836",39.564113,-120.868836,76,Q3,No,0,61,Offer B,Yes,38.78,Yes,Yes,Fiber Optic,42,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,118.6,7365.7,0,0,2365.58,9731.28,3,Stayed,No,0,76,5536,,,No
2207-RYYRL,Male,34,No,No,Yes,Yes,1,United States,California,Grass Valley,95945,"39.194539, -120.988066",39.194539,-120.988066,"23,990",Q3,Yes,6,52,Offer B,Yes,29.55,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.55,1331.05,0,0,1536.6,2867.65,3,Stayed,No,0,28,5535,,,Yes
6729-FZWSY,Male,45,No,No,No,No,0,United States,California,Penn Valley,95946,"39.203817, -121.19584",39.203817,-121.19584,"9,752",Q3,No,0,67,Offer A,Yes,9.05,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.45,1195.95,0,0,606.35,1802.3,4,Stayed,No,0,57,5343,,,No
9695-IDRZR,Female,26,Yes,No,No,Yes,3,United States,California,Greenville,95947,"40.160386, -120.835428",40.160386,-120.835428,"2,064",Q3,No,0,34,,Yes,27.47,Yes,Yes,Fiber Optic,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,116.15,3946.9,0,0,933.98,4880.88,4,Stayed,No,0,46,5104,,,No
8144-DGHXP,Female,46,No,No,No,No,0,United States,California,Gridley,95948,"39.346898, -121.759537",39.346898,-121.759537,"9,763",Q3,No,0,54,,Yes,36.68,No,Yes,DSL,28,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,80.6,4299.95,0,140,1980.72,6420.67,4,Stayed,No,0,53,4231,,,No
7814-LEEVE,Female,60,No,No,Yes,No,0,United States,California,Grass Valley,95949,"39.099204, -121.137962",39.099204,-121.137962,"17,922",Q3,Yes,7,1,,Yes,6.64,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.3,20.3,0,0,6.64,26.94,5,Joined,No,0,54,4215,,,Yes
8631-WUXGY,Female,26,Yes,No,No,Yes,2,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,"11,168",Q3,No,0,46,,Yes,17.51,No,Yes,Fiber Optic,85,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.8,4391.25,0,0,805.46,5196.71,5,Stayed,No,0,46,2405,,,No
5906-DVAPM,Female,27,Yes,No,Yes,Yes,2,United States,California,Meridian,95957,"39.068071, -121.832638",39.068071,-121.832638,776,Q3,Yes,7,55,,Yes,33.5,Yes,Yes,DSL,51,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,75,4213.9,0,0,1842.5,6056.4,3,Stayed,No,0,65,5011,,,Yes
6654-QGBZZ,Female,21,Yes,No,No,No,0,United States,California,Nevada City,95959,"39.333737, -120.858667",39.333737,-120.858667,"17,269",Q3,No,0,1,,Yes,1.5,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.9,19.9,0,0,1.5,21.4,5,Joined,No,0,54,5057,,,No
5641-DMBFJ,Female,29,Yes,No,Yes,No,0,United States,California,Oregon House,95962,"39.342587, -121.249833",39.342587,-121.249833,"1,519",Q3,Yes,1,58,,Yes,31.27,Yes,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.3,4916.4,0,0,1813.66,6730.06,4,Stayed,No,0,69,5724,,,Yes
9200-NLNPD,Male,20,Yes,No,Yes,No,0,United States,California,Orland,95963,"39.748037, -122.302169",39.748037,-122.302169,"13,706",Q3,Yes,10,56,,No,0,No,Yes,DSL,30,No,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,54.05,2959.8,0,40,0,2999.8,4,Stayed,No,0,27,6445,,,Yes
2664-XJZNO,Male,43,No,No,Yes,Yes,3,United States,California,Oroville,95965,"39.624561, -121.552866",39.624561,-121.552866,"17,782",Q3,Yes,5,72,Offer A,Yes,6.95,No,Yes,Fiber Optic,57,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,104.9,7559.55,0,0,500.4,8059.95,4,Stayed,No,0,35,5169,,,Yes
0921-OHLVP,Male,35,No,No,No,No,0,United States,California,Paradise,95969,"39.69676, -121.644379",39.69676,-121.644379,"28,318",Q3,No,0,22,Offer D,Yes,11.46,Yes,Yes,Fiber Optic,16,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,83.05,1799.3,0,0,252.12,2051.42,4,Stayed,No,0,59,5357,,,No
8350-NYMVI,Female,35,No,No,No,No,0,United States,California,Chico,95973,"39.903272, -121.843567",39.903272,-121.843567,"26,971",Q3,No,0,39,,No,0,No,Yes,DSL,8,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,41.1,1597.05,0,0,0,1597.05,3,Stayed,No,0,42,3618,,,No
1600-DILPE,Female,47,No,No,No,No,0,United States,California,Richvale,95974,"39.495768, -121.747472",39.495768,-121.747472,74,Q3,No,0,12,,Yes,36.11,No,Yes,DSL,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45,524.35,0,0,433.32,957.67,3,Stayed,No,0,35,4998,,,No
0536-ESJEP,Male,48,No,No,Yes,No,0,United States,California,Rough And Ready,95975,"39.225634, -121.156163",39.225634,-121.156163,"1,601",Q3,Yes,8,54,,Yes,14.18,No,Yes,DSL,25,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,74.55,4191.45,0,0,765.72,4957.17,4,Stayed,No,0,59,4544,,,Yes
4654-GGUII,Female,28,Yes,No,No,No,0,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,963,Q3,No,0,18,,No,0,No,Yes,DSL,48,Yes,Yes,No,Yes,No,No,No,No,One Year,Yes,Credit Card,40.2,711.95,0,90,0,801.95,4,Stayed,No,0,48,4624,,,No
6478-HRRCZ,Male,47,No,No,Yes,No,0,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,28,Q3,Yes,7,32,,Yes,44.45,No,Yes,DSL,6,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,70.5,2201.75,0,0,1422.4,3624.15,4,Stayed,No,0,61,5870,,,Yes
8510-BBWMU,Female,40,No,No,No,No,0,United States,California,Stonyford,95979,"39.288127, -122.415841",39.288127,-122.415841,844,Q3,No,0,41,,Yes,37.46,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.75,806.95,0,0,1535.86,2342.81,3,Stayed,No,0,39,5678,,,No
6857-TKDJV,Male,60,No,No,Yes,Yes,2,United States,California,Strawberry Valley,95981,"39.58458, -121.093256",39.58458,-121.093256,101,Q3,Yes,6,67,,Yes,14.41,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.65,1620.45,0,0,965.47,2585.92,5,Stayed,No,0,62,4444,,,Yes
2360-RDGRO,Male,48,No,No,Yes,No,0,United States,California,Sutter,95982,"39.172777, -121.805845",39.172777,-121.805845,"3,193",Q3,Yes,4,65,,Yes,41.2,Yes,Yes,Fiber Optic,10,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.25,6812.95,0,0,2678,9490.95,3,Stayed,No,0,70,5089,,,Yes
0584-BJQGZ,Female,19,Yes,No,No,No,0,United States,California,Taylorsville,95983,"40.053684, -120.743116",40.053684,-120.743116,513,Q3,No,0,25,,Yes,28.05,Yes,Yes,Cable,85,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.35,1837.9,0,0,701.25,2539.15,4,Stayed,No,0,63,4855,,,No
1360-XFJMR,Female,50,No,No,Yes,No,0,United States,California,Washington,95986,"39.34128, -120.786867",39.34128,-120.786867,145,Q3,Yes,6,67,,Yes,17.72,Yes,Yes,Fiber Optic,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,109.7,7344.45,0,0,1187.24,8531.69,4,Stayed,No,0,24,4017,,,Yes
9058-MJLZC,Female,37,No,No,No,No,0,United States,California,Yuba City,95991,"39.02741, -121.614982",39.02741,-121.614982,"34,967",Q3,No,0,24,,Yes,35.56,No,Yes,Fiber Optic,3,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.6,2283.15,0,0,853.44,3136.59,3,Stayed,No,0,42,3667,,,No
0902-XKXPN,Male,29,Yes,No,Yes,Yes,1,United States,California,Redding,96001,"40.587919, -122.464732",40.587919,-122.464732,"31,586",Q3,Yes,2,69,,Yes,23.55,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.2,1376.5,0,0,1624.95,3001.45,3,Stayed,No,0,78,5463,,,Yes
5177-RVZNU,Female,28,Yes,No,No,Yes,3,United States,California,Redding,96002,"40.527834, -122.318749",40.527834,-122.318749,"30,338",Q3,No,0,37,,Yes,10.23,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.3,755.4,0,0,378.51,1133.91,3,Stayed,No,0,43,4186,,,No
0056-EPFBG,Male,33,No,No,Yes,Yes,1,United States,California,Redding,96003,"40.677649, -122.29467",40.677649,-122.29467,"41,476",Q3,Yes,4,20,,No,0,No,Yes,Cable,22,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,39.4,825.4,0,0,0,825.4,3,Stayed,No,0,29,3899,,,Yes
8993-IZEUX,Male,54,No,No,No,No,0,United States,California,Adin,96006,"41.171578, -120.913161",41.171578,-120.913161,615,Q3,No,0,7,,Yes,21.12,No,Yes,Fiber Optic,7,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.15,488.65,0,0,147.84,636.49,3,Stayed,No,0,20,4320,,,No
8190-ZTQFB,Male,50,No,No,No,No,0,United States,California,Bieber,96009,"41.083464, -121.107929",41.083464,-121.107929,595,Q3,No,0,41,,No,0,No,Yes,Cable,8,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,51.35,2075.1,0,80,0,2155.1,5,Stayed,No,0,59,5622,,,No
0931-MHTEM,Female,36,No,No,No,No,0,United States,California,Big Bar,96010,"40.775272, -123.287414",40.775272,-123.287414,269,Q3,No,0,54,,Yes,34.27,No,Yes,Fiber Optic,20,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.05,5299.65,0,0,1850.58,7150.23,4,Stayed,No,0,69,4478,,,No
0440-UEDAI,Female,59,No,No,No,No,0,United States,California,Callahan,96014,"41.388397, -122.794636",41.388397,-122.794636,290,Q3,No,0,53,,Yes,33.88,No,Yes,Fiber Optic,6,No,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,94.45,5042.75,0,0,1795.64,6838.39,4,Stayed,No,0,64,5452,,,No
1337-BOZWO,Male,25,Yes,No,Yes,Yes,2,United States,California,Canby,96015,"41.486953, -120.913975",41.486953,-120.913975,417,Q3,Yes,2,18,,No,0,No,Yes,DSL,59,No,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,46.4,812.4,0,0,0,812.4,5,Stayed,No,0,35,4003,,,Yes
0868-VJRDR,Male,61,No,No,Yes,No,0,United States,California,Cassel,96016,"40.936285, -121.572692",40.936285,-121.572692,344,Q3,Yes,1,64,,Yes,4.76,No,Yes,Fiber Optic,8,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,104.05,6605.55,0,0,304.64,6910.19,4,Stayed,No,0,36,4337,,,Yes
6344-SFJVH,Female,41,No,No,No,No,0,United States,California,Shasta Lake,96019,"40.692523, -122.369876",40.692523,-122.369876,"6,277",Q3,No,0,20,,No,0,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,24.9,505.95,0,0,0,505.95,5,Stayed,No,0,20,5942,,,No
3950-VPYJB,Male,37,No,No,Yes,Yes,3,United States,California,Chester,96020,"40.243494, -121.154733",40.243494,-121.154733,"2,664",Q3,Yes,7,57,,Yes,14.55,No,Yes,DSL,58,Yes,Yes,No,Yes,No,No,No,No,One Year,No,Credit Card,59.6,3509.4,0,70,829.35,4408.75,3,Stayed,No,0,28,4778,,,Yes
7321-ZNSLA,Male,58,No,No,Yes,Yes,3,United States,California,Cottonwood,96022,"40.336392, -122.448533",40.336392,-122.448533,"12,348",Q3,No,0,13,,No,0,No,Yes,DSL,57,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,40.55,590.35,0,0,0,590.35,3,Stayed,No,0,27,2898,,,Yes
8727-JQFHV,Male,60,No,No,Yes,Yes,2,United States,California,Dunsmuir,96025,"41.212695, -122.392067",41.212695,-122.392067,"2,602",Q3,Yes,8,57,,Yes,29.64,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.75,1123.15,0,0,1689.48,2812.63,3,Stayed,No,0,68,4937,,,Yes
9475-NNDGC,Male,50,No,No,Yes,No,0,United States,California,Etna,96027,"41.405193, -123.008567",41.405193,-123.008567,"2,156",Q3,Yes,8,71,,Yes,27.16,Yes,Yes,Fiber Optic,3,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,113.15,7953.25,0,0,1928.36,9881.61,3,Stayed,No,0,75,4068,,,Yes
1355-KUSBG,Female,56,No,No,Yes,Yes,2,United States,California,Fall River Mills,96028,"41.017282, -121.468945",41.017282,-121.468945,"1,902",Q3,Yes,1,7,Offer E,Yes,9.1,Yes,Yes,DSL,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,48.8,349.8,0,0,63.7,413.5,4,Stayed,No,0,51,4785,,,Yes
3688-FTHLT,Female,56,No,No,No,No,0,United States,California,Flournoy,96029,"39.84784, -122.544556",39.84784,-122.544556,84,Q3,No,0,16,,Yes,42.73,Yes,Yes,DSL,23,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,63.05,1067.05,0,10,683.68,1760.73,3,Stayed,No,0,73,3214,,,No
0899-LIIBW,Male,21,Yes,No,Yes,No,0,United States,California,Forks Of Salmon,96031,"41.232128, -123.194748",41.232128,-123.194748,170,Q3,Yes,8,34,,Yes,33.55,Yes,Yes,Fiber Optic,41,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,100.85,3527.3,0,0,1140.7,4668,5,Stayed,No,0,76,5891,,,Yes
1384-RCUXW,Male,58,No,No,No,No,0,United States,California,French Gulch,96033,"40.740138, -122.587476",40.740138,-122.587476,373,Q3,No,0,16,,Yes,34.18,Yes,Yes,Fiber Optic,8,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,80.55,1248.9,0,0,546.88,1795.78,4,Stayed,No,0,24,5183,,,No
5825-XJOCM,Male,39,No,No,No,Yes,3,United States,California,Gazelle,96034,"41.411315, -122.697236",41.411315,-122.697236,392,Q3,No,0,48,,Yes,26.24,Yes,Yes,Cable,53,Yes,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,64.4,3035.35,0,0,1259.52,4294.87,4,Stayed,No,0,45,2545,,,No
6848-YLDFR,Male,54,No,No,Yes,Yes,2,United States,California,Gerber,96035,"40.03194, -122.176023",40.03194,-122.176023,"3,357",Q3,Yes,9,58,,Yes,35.35,No,Yes,DSL,29,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,75.2,4300.8,0,0,2050.3,6351.1,4,Stayed,No,0,46,4559,,,Yes
8125-QPFJD,Female,36,No,No,Yes,No,0,United States,California,Greenview,96037,"41.528541, -122.955018",41.528541,-122.955018,295,Q3,Yes,7,72,,Yes,1.34,Yes,Yes,DSL,19,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.9,6065.3,0,0,96.48,6161.78,4,Stayed,No,0,65,4447,,,Yes
2320-YKQBO,Female,51,No,No,No,No,0,United States,California,Grenada,96038,"41.599978, -122.539381",41.599978,-122.539381,616,Q3,No,0,7,,Yes,7.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.3,144.95,0,0,51.24,196.19,5,Stayed,No,0,57,4764,,,No
4973-RLZVI,Female,52,No,No,No,No,0,United States,California,Hornbrook,96044,"41.962127, -122.527696",41.962127,-122.527696,"1,026",Q3,No,0,30,,Yes,4.22,No,Yes,DSL,13,Yes,Yes,Yes,Yes,Yes,No,No,No,One Year,No,Credit Card,74.65,2308.6,0,50,126.6,2485.2,3,Stayed,No,0,59,5616,,,No
7869-ZYDST,Male,33,No,No,Yes,No,0,United States,California,Hyampom,96046,"40.648024, -123.465088",40.648024,-123.465088,268,Q3,No,0,31,,Yes,28.72,Yes,Yes,Cable,21,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,59.05,1882.8,0,0,890.32,2773.12,5,Stayed,No,0,59,5841,,,Yes
1215-EXRMO,Male,32,No,No,Yes,No,0,United States,California,Junction City,96048,"40.913192, -123.06597",40.913192,-123.06597,734,Q3,Yes,4,50,,Yes,46.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.55,1067.65,0,0,2345.5,3413.15,3,Stayed,No,0,78,4745,,,Yes
2305-MRGLV,Male,31,No,No,Yes,No,0,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,482,Q3,Yes,10,28,,Yes,21.91,No,Yes,Fiber Optic,5,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76.55,2065.4,0,0,613.48,2678.88,3,Stayed,No,0,71,2085,,,Yes
8404-VIOMB,Female,52,No,No,No,No,0,United States,California,Lakehead,96051,"40.883853, -122.418258",40.883853,-122.418258,"1,236",Q3,No,0,66,,No,0,No,Yes,DSL,15,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,62.5,4136.4,0,0,0,4136.4,4,Stayed,No,0,57,4165,,,No
2359-KLTEK,Female,25,Yes,No,Yes,Yes,3,United States,California,Lookout,96054,"41.280478, -121.160249",41.280478,-121.160249,386,Q3,Yes,2,41,,Yes,43.19,No,Yes,Fiber Optic,59,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.9,3848,0,0,1770.79,5618.79,3,Stayed,No,0,53,3539,,,Yes
2673-ZALNP,Female,29,Yes,No,No,No,0,United States,California,Mcarthur,96056,"41.10831, -121.360362",41.10831,-121.360362,"1,554",Q3,No,0,7,Offer E,Yes,16.2,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.9,173.15,0,0,113.4,286.55,3,Stayed,No,0,46,2750,,,No
9184-GALIL,Female,26,Yes,No,Yes,Yes,2,United States,California,Mccloud,96057,"41.251322, -122.105209",41.251322,-122.105209,"1,586",Q3,Yes,6,38,,Yes,2.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.45,781.25,0,0,108.68,889.93,4,Stayed,No,0,43,5587,,,Yes
4393-RYCRE,Male,25,Yes,No,No,No,0,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,816,Q3,No,0,44,,Yes,38.33,No,Yes,Fiber Optic,41,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.05,4510.8,0,0,1686.52,6197.32,3,Stayed,No,0,60,4588,,,No
9746-MDMBK,Male,58,No,No,Yes,Yes,1,United States,California,Manton,96059,"40.426679, -121.850421",40.426679,-121.850421,598,Q3,Yes,7,47,,Yes,9.19,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,113.45,5317.8,0,0,431.93,5749.73,3,Stayed,No,0,35,3729,,,Yes
3162-ZJZFU,Male,25,Yes,No,Yes,Yes,2,United States,California,Mill Creek,96061,"40.331975, -121.460674",40.331975,-121.460674,78,Q3,Yes,5,53,,Yes,24.33,No,Yes,Fiber Optic,52,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,92.55,4779.45,0,0,1289.49,6068.94,3,Stayed,No,0,27,4700,,,Yes
8404-GFGCZ,Male,49,No,No,Yes,No,0,United States,California,Millville,96062,"40.531257, -122.148139",40.531257,-122.148139,830,Q3,Yes,7,4,Offer E,Yes,10.13,Yes,Yes,DSL,3,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,65.6,250.1,0,0,40.52,290.62,4,Stayed,No,0,44,4552,,,Yes
3521-MNKLV,Male,25,Yes,No,No,No,0,United States,California,Nubieber,96068,"41.082472, -121.195215",41.082472,-121.195215,240,Q3,No,0,24,,Yes,38.68,No,Yes,DSL,73,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.7,1167.8,0,0,928.32,2096.12,5,Stayed,No,0,48,5832,,,No
2533-TIBIX,Male,59,No,No,Yes,Yes,2,United States,California,Oak Run,96069,"40.689243, -122.037023",40.689243,-122.037023,829,Q3,Yes,8,15,,No,0,No,Yes,Cable,16,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.2,469.65,0,0,0,469.65,4,Stayed,No,0,78,5825,,,Yes
5092-STPKP,Female,45,No,No,No,No,0,United States,California,Platina,96076,"40.367964, -122.937379",40.367964,-122.937379,215,Q3,No,0,24,,Yes,30.18,No,Yes,DSL,4,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,56.35,1381.2,0,0,724.32,2105.52,4,Stayed,No,0,42,5128,,,No
0114-PEGZZ,Female,39,No,No,No,No,0,United States,California,Round Mountain,96084,"40.923558, -122.059933",40.923558,-122.059933,459,Q3,No,0,33,,Yes,49.69,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,107.55,3645.5,0,0,1639.77,5285.27,3,Stayed,No,0,33,4800,,,No
3359-DSRKA,Female,48,No,No,Yes,Yes,3,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,88,Q3,Yes,9,58,Offer B,Yes,11.81,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.85,1158.85,0,0,684.98,1843.83,4,Stayed,No,0,46,6440,,,Yes
8639-NHQEI,Female,26,Yes,No,Yes,Yes,3,United States,California,Seiad Valley,96086,"41.924174, -123.260788",41.924174,-123.260788,332,Q3,Yes,9,72,,Yes,11.85,Yes,Yes,Fiber Optic,59,Yes,Yes,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,95.9,6954.15,0,0,853.2,7807.35,3,Stayed,No,0,30,4213,,,Yes
7161-DFHUF,Female,55,No,No,Yes,No,0,United States,California,Shasta,96087,"40.617614, -122.512861",40.617614,-122.512861,528,Q3,Yes,4,71,,Yes,21.19,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,23.85,1672.1,0,0,1504.49,3176.59,5,Stayed,No,0,77,6166,,,Yes
3720-DBRWL,Male,20,Yes,No,Yes,No,0,United States,California,Tehama,96090,"40.021787, -122.127576",40.021787,-122.127576,405,Q3,Yes,5,51,Offer B,Yes,6.89,No,Yes,Cable,41,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,83.85,4307.1,0,0,351.39,4658.49,3,Stayed,No,0,53,5703,,,Yes
4994-OBRSZ,Male,24,Yes,No,No,Yes,3,United States,California,Weed,96094,"41.465121, -122.380947",41.465121,-122.380947,"5,896",Q3,No,0,14,,Yes,36.73,No,Yes,Cable,52,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,76.1,1054.8,0,0,514.22,1569.02,3,Stayed,No,0,33,2045,,,No
0562-FGDCR,Female,61,No,No,Yes,Yes,3,United States,California,Whitmore,96096,"40.637105, -121.906949",40.637105,-121.906949,843,Q3,Yes,9,72,,Yes,21.84,Yes,Yes,DSL,30,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,74.55,5430.65,0,0,1572.48,7003.13,3,Stayed,No,0,25,4703,,,Yes
2436-QBZFP,Female,53,No,No,Yes,Yes,1,United States,California,Yreka,96097,"41.764869, -122.671316",41.764869,-122.671316,"9,538",Q3,Yes,4,22,,No,0,No,Yes,DSL,19,No,Yes,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,39.2,849.9,0,50,0,899.9,4,Stayed,No,0,25,3288,,,Yes
3420-YJLQT,Female,45,No,No,No,No,0,United States,California,Alturas,96101,"41.468877, -120.54229",41.468877,-120.54229,"5,096",Q3,No,0,2,Offer E,Yes,25.56,Yes,Yes,Fiber Optic,6,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.55,151.75,0,0,51.12,202.87,4,Joined,No,0,24,5965,,,No
6040-CGACY,Female,48,No,No,No,No,0,United States,California,Blairsden Graeagle,96103,"39.783747, -120.661032",39.783747,-120.661032,"1,839",Q3,No,0,15,,Yes,39.87,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.6,299.4,0,0,598.05,897.45,5,Stayed,No,0,35,3195,,,No
6582-PLFUU,Male,40,No,No,Yes,Yes,1,United States,California,Cedarville,96104,"41.505916, -120.152505",41.505916,-120.152505,857,Q3,Yes,1,51,Offer B,Yes,28.96,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,1086.75,0,0,1476.96,2563.71,4,Stayed,No,0,40,5974,,,Yes
8242-PDSGJ,Male,47,No,No,Yes,No,0,United States,California,Chilcoot,96105,"39.872961, -120.198876",39.872961,-120.198876,650,Q3,Yes,1,70,,No,0,No,Yes,DSL,18,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,39.15,2692.75,0,0,0,2692.75,3,Stayed,No,0,60,5840,,,Yes
0264-CNITK,Female,45,No,No,Yes,Yes,2,United States,California,Clio,96106,"39.745805, -120.580882",39.745805,-120.580882,88,Q3,Yes,1,71,,Yes,31.03,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.1,1389.6,0,0,2203.13,3592.73,3,Stayed,No,0,23,5043,,,Yes
0089-IIQKO,Female,35,No,No,Yes,Yes,3,United States,California,Coleville,96107,"38.42528, -119.475741",38.42528,-119.475741,"1,332",Q3,Yes,1,39,,Yes,24.38,Yes,Yes,Fiber Optic,53,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.95,3767.4,0,0,950.82,4718.22,3,Stayed,No,0,43,4447,,,Yes
7839-NUIAA,Female,27,Yes,No,Yes,Yes,1,United States,California,Davis Creek,96108,"41.750354, -120.403885",41.750354,-120.403885,104,Q3,Yes,1,61,Offer B,Yes,26.7,Yes,Yes,DSL,30,Yes,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,59.8,3641.5,0,100,1628.7,5370.2,3,Stayed,No,0,53,5381,,,Yes
6075-QMNRR,Female,33,No,No,No,No,0,United States,California,Doyle,96109,"40.012675, -120.101857",40.012675,-120.101857,"1,177",Q3,No,0,52,Offer B,Yes,38.93,No,Yes,DSL,8,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.75,2535.55,0,0,2024.36,4559.91,3,Stayed,No,0,26,6334,,,No
5966-EMAZU,Male,27,Yes,No,Yes,No,0,United States,California,Fort Bidwell,96112,"41.932207, -120.135941",41.932207,-120.135941,231,Q3,Yes,1,64,Offer B,Yes,4.01,Yes,Yes,Fiber Optic,71,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,108.5,6880.85,0,0,256.64,7137.49,3,Stayed,No,0,22,4576,,,Yes
0440-EKDCF,Male,47,No,No,Yes,No,0,United States,California,Herlong,96113,"40.198234, -120.18089",40.198234,-120.18089,946,Q3,Yes,1,62,Offer B,Yes,33.7,No,Yes,Cable,15,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,60.15,3753.2,0,0,2089.4,5842.6,5,Stayed,No,0,80,4404,,,Yes
4774-HHGGS,Male,64,No,No,Yes,No,0,United States,California,Janesville,96114,"40.294034, -120.512622",40.294034,-120.512622,"3,093",Q3,Yes,1,30,,Yes,11.38,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.05,637.55,0,0,341.4,978.95,4,Stayed,No,0,28,2347,,,Yes
8180-AKMJV,Female,27,Yes,No,No,No,0,United States,California,Litchfield,96117,"40.507272, -120.338228",40.507272,-120.338228,385,Q3,No,0,1,Offer E,Yes,23.04,No,Yes,Cable,82,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.55,44.55,0,0,23.04,67.59,5,Joined,No,0,45,5825,,,No
4298-OYIFC,Male,59,No,No,Yes,No,0,United States,California,Loyalton,96118,"39.637471, -120.226338",39.637471,-120.226338,"1,822",Q3,Yes,1,15,,Yes,18.6,Yes,Yes,Fiber Optic,13,No,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,103.45,1539.8,0,140,279,1958.8,5,Stayed,No,0,53,5640,,,Yes
5566-SOEZD,Male,47,No,No,Yes,Yes,3,United States,California,Madeline,96119,"41.042003, -120.506086",41.042003,-120.506086,85,Q3,Yes,1,27,,Yes,15.71,No,Yes,Fiber Optic,53,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,80.65,2209.75,0,0,424.17,2633.92,3,Stayed,No,0,31,5856,,,Yes
9842-EFSYY,Female,31,No,No,No,Yes,3,United States,California,Markleeville,96120,"38.735789, -119.85798",38.735789,-119.85798,957,Q3,No,0,4,Offer E,No,0,No,Yes,Cable,52,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,57.2,223.75,0,0,0,223.75,3,Stayed,No,0,26,2421,,,No
2272-WUSPA,Female,48,No,No,Yes,No,0,United States,California,Milford,96121,"40.181279, -120.392967",40.181279,-120.392967,481,Q3,Yes,1,72,,Yes,39.74,Yes,Yes,Fiber Optic,5,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.75,7751.7,0,0,2861.28,10612.98,4,Stayed,No,0,34,4848,,,Yes
0930-EHUZA,Female,33,No,No,No,No,0,United States,California,Calpine,96124,"39.672813, -120.456699",39.672813,-120.456699,322,Q3,No,0,36,,Yes,44.87,No,Yes,Cable,8,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,76.35,2606.35,0,0,1615.32,4221.67,5,Stayed,No,0,38,4771,,,No
9975-SKRNR,Male,24,Yes,No,No,No,0,United States,California,Sierraville,96126,"39.559709, -120.345639",39.559709,-120.345639,227,Q3,No,0,1,Offer E,Yes,49.51,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,18.9,18.9,0,0,49.51,68.41,4,Joined,No,0,69,4480,,,No
4973-MGTON,Female,33,No,No,Yes,No,0,United States,California,Topaz,96133,"38.636052, -119.489162",38.636052,-119.489162,116,Q3,No,0,71,,Yes,3.09,No,Yes,DSL,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,84.4,5969.3,0,0,219.39,6188.69,5,Stayed,No,0,21,5619,,,Yes
3682-YEUWS,Male,27,Yes,No,Yes,Yes,1,United States,California,Tulelake,96134,"41.813521, -121.492666",41.813521,-121.492666,"2,595",Q3,Yes,4,10,,Yes,4.16,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,24.4,253.9,0,0,41.6,295.5,5,Stayed,No,0,54,4458,,,Yes
1223-UNPKS,Male,55,No,No,Yes,Yes,1,United States,California,Wendel,96136,"40.345949, -120.081187",40.345949,-120.081187,162,Q3,Yes,4,20,,Yes,3.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,400,0,0,77.4,477.4,4,Stayed,No,0,24,4328,,,Yes
3446-QDSZF,Female,57,No,No,No,No,0,United States,California,Homewood,96141,"39.117018, -120.212535",39.117018,-120.212535,858,Q3,No,0,4,Offer E,Yes,38.96,No,Yes,DSL,10,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,55.5,227.35,0,0,155.84,383.19,4,Stayed,No,0,66,2328,,,No
7379-FNIUJ,Male,49,No,No,No,No,0,United States,California,Olympic Valley,96146,"39.191797, -120.212401",39.191797,-120.212401,942,Q3,No,0,2,Offer E,Yes,22.56,No,Yes,Fiber Optic,15,Yes,Yes,No,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,100.2,198.5,0,10,45.12,253.62,3,Joined,No,0,23,4855,,,No
1627-AFWVJ,Female,30,No,No,No,No,0,United States,California,Tahoe Vista,96148,"39.24124, -120.054765",39.24124,-120.054765,678,Q3,No,0,29,,Yes,15.06,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,554.25,0,0,436.74,990.99,3,Stayed,No,0,35,2265,,,No
4486-EFAEB,Male,56,No,No,No,No,0,United States,California,Los Angeles,90002,"33.949255, -118.246978",33.949255,-118.246978,"44,586",Q3,No,0,13,,Yes,46.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.4,251.65,0,0,609.96,861.61,5,Stayed,No,0,54,2486,,,No
0060-FUALY,Female,60,No,No,Yes,No,0,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,"58,198",Q3,Yes,4,59,Offer B,Yes,16.39,Yes,Yes,Fiber Optic,14,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.75,5597.65,0,0,967.01,6564.66,3,Stayed,No,0,26,5238,,,Yes
6954-OOYZZ,Male,41,No,No,Yes,No,0,United States,California,Los Angeles,90006,"34.048013, -118.293953",34.048013,-118.293953,"62,784",Q3,Yes,10,18,Offer D,Yes,45.92,No,Yes,DSL,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.35,768.05,0,0,826.56,1594.61,3,Stayed,No,0,44,2935,,,Yes
7088-FBAWU,Female,22,Yes,No,Yes,Yes,2,United States,California,Los Angeles,90007,"34.027337, -118.28515",34.027337,-118.28515,"45,025",Q3,Yes,8,17,Offer D,Yes,44.9,No,Yes,DSL,47,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,74.55,1215.8,0,0,763.3,1979.1,3,Stayed,No,0,22,4451,,,Yes
8313-AFGBW,Male,55,No,No,Yes,No,0,United States,California,Los Angeles,90008,"34.008293, -118.346766",34.008293,-118.346766,"30,852",Q3,Yes,10,47,Offer B,Yes,14.14,No,Yes,DSL,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,73.6,3522.65,0,0,664.58,4187.23,4,Stayed,No,0,51,4795,,,Yes
3097-IDVPU,Male,51,No,No,Yes,Yes,2,United States,California,Los Angeles,90012,"34.065875, -118.238728",34.065875,-118.238728,"30,596",Q3,Yes,10,19,Offer D,Yes,9.47,Yes,Yes,DSL,13,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,50.1,910.45,0,120,179.93,1210.38,5,Stayed,No,0,76,5749,,,Yes
2303-PJYHN,Female,27,Yes,No,Yes,No,0,United States,California,Los Angeles,90015,"34.039224, -118.266293",34.039224,-118.266293,"15,140",Q3,Yes,8,2,Offer E,Yes,36.05,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.85,52,0,0,72.1,124.1,5,Joined,No,0,80,4107,,,Yes
9795-VOWON,Male,23,Yes,No,No,No,0,United States,California,Los Angeles,90016,"34.028331, -118.354338",34.028331,-118.354338,"46,984",Q3,No,0,7,Offer E,No,0,No,Yes,Cable,48,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,24.35,150.85,0,0,0,150.85,4,Stayed,No,0,26,4665,,,No
1237-WIYYZ,Female,49,No,No,No,No,0,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,"20,692",Q3,No,0,18,Offer D,Yes,10.67,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.55,389.25,0,0,192.06,581.31,4,Stayed,No,0,28,2386,,,No
1987-AUELQ,Female,46,No,No,Yes,No,0,United States,California,Los Angeles,90018,"34.028735, -118.317236",34.028735,-118.317236,"47,143",Q3,No,0,71,,Yes,44.84,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.05,1873.7,0,0,3183.64,5057.34,5,Stayed,No,0,52,6334,,,Yes
4822-LPTYJ,Male,38,No,No,Yes,No,0,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,"3,012",Q3,Yes,8,72,,Yes,16.5,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,103.75,7346.2,0,130,1188,8664.2,4,Stayed,No,0,45,4655,,,Yes
8165-CBKXO,Male,35,No,No,Yes,Yes,3,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,"68,701",Q3,Yes,4,66,,No,0,No,Yes,Cable,25,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,56.75,3708.4,0,0,0,3708.4,3,Stayed,No,0,46,5748,,,Yes
6527-PZFPV,Male,19,Yes,No,Yes,Yes,2,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,"47,487",Q3,Yes,6,24,Offer C,Yes,25.84,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.8,469.65,0,0,620.16,1089.81,5,Stayed,No,0,48,4654,,,Yes
9593-CVZKR,Female,20,Yes,No,Yes,Yes,2,United States,California,Los Angeles,90025,"34.046174, -118.446333",34.046174,-118.446333,"41,175",Q3,Yes,2,56,Offer B,Yes,31.53,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.45,1385.85,0,0,1765.68,3151.53,3,Stayed,No,0,52,5577,,,Yes
5236-XMZJY,Female,27,Yes,No,No,No,0,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,"38,415",Q3,No,0,42,Offer B,Yes,22.08,No,Yes,Cable,26,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59.65,2536.55,0,0,927.36,3463.91,3,Stayed,No,0,80,3048,,,No
4827-DPADN,Female,28,Yes,No,Yes,Yes,3,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,"46,960",Q3,Yes,3,72,,Yes,24.48,Yes,Yes,Cable,69,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,83.3,6042.7,0,80,1762.56,7885.26,3,Stayed,No,0,61,4505,,,Yes
2694-CIUMO,Female,47,No,No,No,No,0,United States,California,Los Angeles,90033,"34.050198, -118.210946",34.050198,-118.210946,"49,431",Q3,No,0,12,Offer D,Yes,21.93,Yes,Yes,Fiber Optic,16,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.55,958.25,0,0,263.16,1221.41,3,Stayed,No,0,62,3445,,,No
5846-ABOBJ,Male,24,Yes,No,Yes,No,0,United States,California,Los Angeles,90034,"34.030578, -118.399613",34.030578,-118.399613,"58,218",Q3,Yes,2,71,,Yes,33.61,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.45,1730.65,0,0,2386.31,4116.96,3,Stayed,No,0,72,4766,,,Yes
1439-LCGVL,Female,42,No,No,Yes,No,0,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,"27,799",Q3,Yes,10,26,Offer C,Yes,1.75,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.2,459.6,0,0,45.5,505.1,3,Stayed,No,0,39,3656,,,Yes
0909-SDHNU,Female,33,No,No,No,Yes,2,United States,California,Los Angeles,90036,"34.070291, -118.349191",34.070291,-118.349191,"32,901",Q3,No,0,7,,No,0,No,Yes,Cable,19,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,29.8,201.95,0,0,0,201.95,3,Stayed,No,0,56,4236,,,No
4647-XXZAM,Female,41,No,No,Yes,Yes,1,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,"56,709",Q3,Yes,1,6,,Yes,29.41,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.5,285.2,0,0,176.46,461.66,4,Stayed,No,0,51,5450,,,Yes
7740-KKCXF,Male,61,No,No,Yes,No,0,United States,California,Los Angeles,90039,"34.110845, -118.259595",34.110845,-118.259595,"29,310",Q3,Yes,9,51,,No,0,No,Yes,DSL,6,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,30.05,1529.45,0,0,0,1529.45,4,Stayed,No,0,21,5045,,,Yes
5360-XGYAZ,Male,32,No,No,Yes,Yes,1,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,"9,805",Q3,Yes,1,72,,No,0,No,Yes,DSL,16,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,65.65,4664.5,0,60,0,4724.5,3,Stayed,No,0,47,4934,,,Yes
3557-HTYWR,Female,56,No,No,No,No,0,United States,California,Los Angeles,90043,"33.988543, -118.334081",33.988543,-118.334081,"44,764",Q3,No,0,47,,Yes,45.67,Yes,Yes,DSL,3,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,74.05,3496.3,0,0,2146.49,5642.79,4,Stayed,No,0,75,2831,,,No
1699-TLDLZ,Female,44,No,No,Yes,Yes,2,United States,California,Los Angeles,90046,"34.108455, -118.362081",34.108455,-118.362081,"49,839",Q3,Yes,10,16,Offer D,Yes,7.14,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,301.55,0,0,114.24,415.79,3,Stayed,No,0,43,5293,,,Yes
5600-PDUJF,Male,60,No,No,No,No,0,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,"47,107",Q3,No,0,6,,Yes,26.76,No,Yes,DSL,22,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.5,312.7,0,0,160.56,473.26,5,Stayed,No,0,75,5552,,,No
0567-XRHCU,Female,19,Yes,No,Yes,Yes,1,United States,California,Los Angeles,90049,"34.091829, -118.491244",34.091829,-118.491244,"33,523",Q3,Yes,7,69,,No,0,No,Yes,DSL,59,Yes,No,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,43.95,2960.1,0,0,0,2960.1,3,Stayed,No,0,73,4479,,,Yes
2067-QYTCF,Female,41,No,No,Yes,No,0,United States,California,Los Angeles,90057,"34.061918, -118.277939",34.061918,-118.277939,"44,004",Q3,Yes,4,64,,Yes,8.6,Yes,Yes,Fiber Optic,21,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,111.15,6953.4,0,0,550.4,7503.8,4,Stayed,No,0,55,5455,,,Yes
7407-SUJIZ,Male,33,No,No,No,No,0,United States,California,Los Angeles,90061,"33.92128, -118.274186",33.92128,-118.274186,"24,511",Q3,No,0,25,Offer C,Yes,13.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.6,541.5,0,0,334,875.5,3,Stayed,No,0,50,2305,,,No
9150-KPBJQ,Female,43,No,No,No,No,0,United States,California,Los Angeles,90062,"34.003553, -118.308933",34.003553,-118.308933,"29,299",Q3,No,0,6,,Yes,29.09,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,116.85,0,0,174.54,291.39,5,Stayed,No,0,27,3945,,,No
0052-DCKON,Male,28,Yes,No,Yes,No,0,United States,California,Los Angeles,90063,"34.044271, -118.185237",34.044271,-118.185237,"55,668",Q3,Yes,9,66,,Yes,43.77,Yes,Yes,Fiber Optic,41,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,115.8,7942.15,0,0,2888.82,10830.97,3,Stayed,No,0,42,5845,,,Yes
3654-ARMGP,Female,60,No,No,No,No,0,United States,California,Los Angeles,90064,"34.037251, -118.423573",34.037251,-118.423573,"24,505",Q3,No,0,61,,Yes,19.58,Yes,Yes,DSL,22,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,88.65,5321.25,0,0,1194.38,6515.63,4,Stayed,No,0,79,4730,,,No
9367-TCUYN,Female,25,Yes,No,No,No,0,United States,California,Los Angeles,90066,"34.002028, -118.430656",34.002028,-118.430656,"55,204",Q3,No,0,12,Offer D,Yes,8.82,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.1,223.6,0,0,105.84,329.44,4,Stayed,No,0,32,5179,,,No
0708-SJDIS,Female,32,No,No,No,No,0,United States,California,West Hollywood,90069,"34.093781, -118.381061",34.093781,-118.381061,"20,408",Q3,No,0,34,Offer C,Yes,45.28,Yes,Yes,Cable,27,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,65,2157.5,0,0,1539.52,3697.02,5,Stayed,No,0,55,5567,,,No
2073-QBVBI,Female,59,No,No,Yes,No,0,United States,California,Los Angeles,90077,"34.102084, -118.451629",34.102084,-118.451629,"10,470",Q3,Yes,10,41,,No,0,No,Yes,Cable,17,No,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,35.45,1391.65,0,0,0,1391.65,4,Stayed,No,0,80,2954,,,Yes
6928-ONTRW,Female,53,No,No,Yes,Yes,1,United States,California,Bell,90201,"33.970343, -118.171368",33.970343,-118.171368,"105,285",Q3,Yes,9,72,,Yes,48.04,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,1379.8,0,0,3458.88,4838.68,3,Stayed,No,0,33,5451,,,Yes
5231-FIQPA,Female,53,No,No,No,No,0,United States,California,Beverly Hills,90211,"34.063947, -118.383001",34.063947,-118.383001,"8,321",Q3,No,0,41,,Yes,2.32,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.85,810.45,0,0,95.12,905.57,5,Stayed,No,0,40,3523,,,No
6617-WLBQC,Female,51,No,No,Yes,Yes,3,United States,California,Beverly Hills,90212,"34.062095, -118.401508",34.062095,-118.401508,"11,355",Q3,Yes,3,23,Offer D,Yes,5.7,Yes,Yes,Fiber Optic,30,Yes,No,No,No,No,No,No,Yes,One Year,No,Credit Card,81.85,1810.85,0,0,131.1,1941.95,4,Stayed,No,0,80,5939,,,Yes
2599-CIPQE,Male,36,No,No,Yes,Yes,3,United States,California,Compton,90220,"33.88151, -118.234451",33.88151,-118.234451,"47,305",Q3,Yes,4,71,,Yes,28.47,No,Yes,Fiber Optic,57,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,109.3,7782.85,0,70,2021.37,9874.22,3,Stayed,No,0,61,5737,,,Yes
8774-GSBUN,Male,40,No,No,Yes,No,0,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,"29,825",Q3,Yes,8,72,,Yes,4.15,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.4,1797.1,0,0,298.8,2095.9,5,Stayed,No,0,46,6011,,,Yes
7326-RIGQZ,Male,48,No,No,Yes,Yes,3,United States,California,Culver City,90230,"33.993991, -118.39704",33.993991,-118.39704,"31,963",Q3,Yes,9,6,,Yes,38.5,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.8,377.85,0,0,231,608.85,4,Stayed,No,0,62,2651,,,Yes
1401-FTHFQ,Male,64,No,No,Yes,Yes,1,United States,California,Culver City,90232,"34.019323, -118.391902",34.019323,-118.391902,"15,195",Q3,Yes,2,23,Offer D,Yes,24.22,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20,445.3,0,0,557.06,1002.36,5,Stayed,No,0,62,2170,,,Yes
0254-FNMCI,Female,19,Yes,No,No,No,0,United States,California,Downey,90241,"33.940884, -118.128628",33.940884,-118.128628,"40,152",Q3,No,0,72,,Yes,41.91,No,Yes,Fiber Optic,73,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.9,7624.2,0,0,3017.52,10641.72,4,Stayed,No,0,37,5234,,,No
1848-LBZHY,Female,19,Yes,No,Yes,No,0,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,"42,459",Q3,Yes,7,7,,Yes,33.24,No,Yes,DSL,53,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.3,355.1,0,0,232.68,587.78,3,Stayed,No,0,42,2547,,,Yes
8118-TJAFG,Male,33,No,No,Yes,Yes,1,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,"47,758",Q3,Yes,1,9,,Yes,36.94,No,Yes,Fiber Optic,16,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.5,906.85,0,0,332.46,1239.31,3,Stayed,No,0,60,2757,,,Yes
5429-LWCMV,Female,52,No,No,No,No,0,United States,California,Gardena,90248,"33.876482, -118.284077",33.876482,-118.284077,"9,960",Q3,No,0,12,Offer D,Yes,34.73,Yes,Yes,Fiber Optic,6,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,89.15,1057.55,0,70,416.76,1544.31,5,Stayed,No,0,80,4041,,,No
7298-IZWLY,Female,43,No,No,No,No,0,United States,California,Gardena,90249,"33.90139, -118.315697",33.90139,-118.315697,"26,442",Q3,No,0,1,,Yes,23.97,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.4,19.4,0,0,23.97,43.37,4,Joined,No,0,25,2742,,,No
3955-JBZZM,Male,45,No,No,No,No,0,United States,California,Hermosa Beach,90254,"33.86532, -118.396336",33.86532,-118.396336,"18,693",Q3,No,0,20,Offer D,Yes,45.39,No,Yes,Fiber Optic,24,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,78.8,1641.3,0,0,907.8,2549.1,3,Stayed,No,0,80,2317,,,No
4815-TUMEQ,Female,25,Yes,No,No,No,0,United States,California,Lynwood,90262,"33.923573, -118.200669",33.923573,-118.200669,"69,850",Q3,No,0,10,Offer D,Yes,45.42,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.3,185.2,0,0,454.2,639.4,4,Stayed,No,0,38,4190,,,No
9909-IDLEK,Male,32,No,No,Yes,Yes,3,United States,California,Malibu,90265,"34.074572, -118.831181",34.074572,-118.831181,"19,630",Q3,Yes,7,20,Offer D,Yes,42.06,Yes,Yes,Fiber Optic,23,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Credit Card,96.8,1826.7,0,0,841.2,2667.9,4,Stayed,No,0,26,3222,,,Yes
4092-OFQZS,Male,27,Yes,No,Yes,No,0,United States,California,Manhattan Beach,90266,"33.889632, -118.39737",33.889632,-118.39737,"33,758",Q3,Yes,8,20,Offer D,Yes,46.47,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.65,417.5,0,0,929.4,1346.9,3,Stayed,No,0,40,4147,,,Yes
1561-BWHIN,Male,33,No,No,Yes,Yes,1,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,"28,094",Q3,Yes,1,19,Offer D,Yes,13.13,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,344.5,0,0,249.47,593.97,5,Stayed,No,0,27,4464,,,Yes
9927-DSWDF,Male,53,No,No,Yes,No,0,United States,California,Palos Verdes Peninsula,90274,"33.788208, -118.404955",33.788208,-118.404955,"24,979",Q3,Yes,1,22,Offer D,Yes,49.66,No,Yes,Fiber Optic,3,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.6,2180.55,0,0,1092.52,3273.07,3,Stayed,No,0,68,2429,,,Yes
9500-LTVBP,Female,63,No,No,No,No,0,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,"41,263",Q3,No,0,35,Offer C,Yes,13.14,Yes,Yes,Fiber Optic,6,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,80.05,2835.9,0,0,459.9,3295.8,5,Stayed,No,0,31,3999,,,No
7252-NTGSS,Female,43,No,No,No,No,0,United States,California,Redondo Beach,90277,"33.830453, -118.384565",33.830453,-118.384565,"34,191",Q3,No,0,1,,Yes,42.34,No,Yes,DSL,10,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,45.15,45.15,0,0,42.34,87.49,3,Joined,No,0,48,4131,,,No
8149-AIQCG,Male,43,No,No,No,No,0,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,"37,322",Q3,No,0,39,Offer C,Yes,8.69,Yes,Yes,Fiber Optic,24,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.15,2730.85,0,0,338.91,3069.76,5,Stayed,No,0,62,3271,,,No
0899-WZRSD,Male,31,No,No,No,No,0,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,"18,058",Q3,No,0,56,,Yes,37.99,Yes,Yes,Fiber Optic,24,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,105.35,5794.45,0,0,2127.44,7921.89,3,Stayed,No,0,31,5680,,,No
3255-GRXMG,Male,58,No,No,No,Yes,2,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,"11,264",Q3,No,0,18,Offer D,Yes,34.07,No,Yes,DSL,28,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,45.65,747.2,0,40,613.26,1400.46,5,Stayed,No,0,75,4403,,,No
4828-FAZPK,Female,30,No,No,Yes,Yes,2,United States,California,Inglewood,90301,"33.956445, -118.358634",33.956445,-118.358634,"37,527",Q3,Yes,1,16,Offer D,Yes,49.85,Yes,Yes,Fiber Optic,69,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79.95,1267.95,0,0,797.6,2065.55,4,Stayed,No,0,65,3855,,,Yes
6094-ZIVKX,Female,45,No,No,No,No,0,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,"30,779",Q3,No,0,68,Offer A,Yes,17.41,No,Yes,Cable,27,Yes,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,54.45,3674.95,0,0,1183.88,4858.83,4,Stayed,No,0,45,6309,,,No
3262-EIDHV,Female,46,No,No,Yes,Yes,1,United States,California,Inglewood,90304,"33.936827, -118.359824",33.936827,-118.359824,"28,680",Q3,Yes,1,72,Offer A,Yes,24.9,Yes,Yes,DSL,19,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.7,5893.9,0,0,1792.8,7686.7,4,Stayed,No,0,49,6375,,,Yes
7354-OIJLX,Male,52,No,No,No,No,0,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,"13,779",Q3,No,0,9,Offer E,Yes,7.32,Yes,Yes,Fiber Optic,11,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.85,724.65,0,0,65.88,790.53,5,Stayed,No,0,70,5212,,,No
1376-HHBDV,Female,37,No,No,No,No,0,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,"5,221",Q3,No,0,30,Offer C,Yes,10.74,No,Yes,DSL,13,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.8,1536.75,0,0,322.2,1858.95,3,Stayed,No,0,71,4864,,,No
6133-OZILE,Female,45,No,No,No,No,0,United States,California,Santa Monica,90403,"34.031529, -118.491156",34.031529,-118.491156,"23,559",Q3,No,0,18,Offer D,No,0,No,Yes,DSL,11,No,No,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,35.2,607.3,0,50,0,657.3,3,Stayed,No,0,32,5381,,,No
7191-ADRGF,Male,63,No,No,Yes,No,0,United States,California,Torrance,90504,"33.867257, -118.330794",33.867257,-118.330794,"31,678",Q3,Yes,1,44,,No,0,No,Yes,Cable,18,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,54.3,2390.45,0,0,0,2390.45,3,Stayed,No,0,64,3222,,,Yes
5018-LXQQG,Female,47,No,No,Yes,Yes,2,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,"34,873",Q3,Yes,1,30,Offer C,Yes,16.48,No,Yes,DSL,17,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,66.3,1923.5,0,0,494.4,2417.9,3,Stayed,No,0,80,4631,,,Yes
6892-BOGQE,Female,44,No,No,Yes,No,0,United States,California,Whittier,90601,"34.007353, -118.033683",34.007353,-118.033683,"32,050",Q3,No,0,71,Offer A,Yes,14.91,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.9,1493.2,0,0,1058.61,2551.81,4,Stayed,No,0,53,4030,,,Yes
1746-TGTWV,Male,32,No,No,Yes,No,0,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,"37,887",Q3,Yes,1,1,Offer E,Yes,38.89,No,Yes,Fiber Optic,9,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,75.35,75.35,0,0,38.89,114.24,5,Joined,No,0,70,3514,,,Yes
8050-WYBND,Female,55,No,No,No,Yes,2,United States,California,Whittier,90606,"33.976678, -118.065875",33.976678,-118.065875,"32,148",Q3,No,0,22,,No,0,No,Yes,DSL,29,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,49.45,1031.4,0,0,0,1031.4,3,Stayed,No,0,28,5941,,,No
2821-WARNZ,Female,25,Yes,No,No,Yes,1,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,"44,442",Q3,No,0,49,,Yes,45.64,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.45,921.3,0,0,2236.36,3157.66,5,Stayed,No,0,34,4170,,,No
4879-GZLFH,Female,33,No,No,Yes,Yes,3,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,"33,528",Q3,Yes,10,42,,Yes,17.75,No,Yes,Fiber Optic,53,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.15,3875.4,0,0,745.5,4620.9,5,Stayed,No,0,33,5697,,,Yes
8314-HTWVE,Female,38,No,No,Yes,Yes,1,United States,California,Cypress,90630,"33.818477, -118.038307",33.818477,-118.038307,"47,344",Q3,Yes,2,7,Offer E,Yes,35.26,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,144.15,0,0,246.82,390.97,3,Stayed,No,0,60,3973,,,Yes
9402-ROUMJ,Female,52,No,No,Yes,Yes,3,United States,California,La Habra,90631,"33.940619, -117.9513",33.940619,-117.9513,"67,354",Q3,Yes,10,67,Offer A,Yes,3.04,Yes,Yes,Fiber Optic,30,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,100.25,6689,0,0,203.68,6892.68,3,Stayed,No,0,64,5588,,,Yes
2507-QZPQS,Male,24,Yes,No,No,No,0,United States,California,La Mirada,90638,"33.902045, -118.008961",33.902045,-118.008961,"47,568",Q3,No,0,15,,Yes,9.97,Yes,Yes,Fiber Optic,47,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,95.7,1451.1,0,0,149.55,1600.65,5,Stayed,No,0,23,4999,,,No
7159-NOKYQ,Male,42,No,No,Yes,No,0,United States,California,Montebello,90640,"34.015217, -118.109962",34.015217,-118.109962,"62,425",Q3,Yes,5,67,Offer A,Yes,17.4,Yes,Yes,Fiber Optic,11,No,Yes,Yes,No,No,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,93.15,6368.2,0,90,1165.8,7624,4,Stayed,No,0,59,4001,,,Yes
5707-ZMDJP,Male,61,No,No,Yes,Yes,2,United States,California,Norwalk,90650,"33.905963, -118.08263",33.905963,-118.08263,"103,214",Q3,Yes,3,53,,Yes,31.69,No,Yes,DSL,16,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,69.7,3729.6,0,0,1679.57,5409.17,4,Stayed,No,0,27,4590,,,Yes
8779-YIQQA,Male,38,No,No,Yes,Yes,1,United States,California,Pico Rivera,90660,"33.989524, -118.089299",33.989524,-118.089299,"63,288",Q3,Yes,10,21,,Yes,18,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,350.1,0,0,378,728.1,3,Stayed,No,0,47,3243,,,Yes
7136-IHZJA,Female,30,No,No,Yes,Yes,2,United States,California,Santa Fe Springs,90670,"33.933565, -118.062611",33.933565,-118.062611,"16,271",Q3,Yes,4,40,,Yes,29.14,No,Yes,DSL,48,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,71.35,2847.2,0,0,1165.6,4012.8,4,Stayed,No,0,43,5807,,,Yes
8966-OIQHG,Female,49,No,No,Yes,Yes,2,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,"29,694",Q3,Yes,8,22,,Yes,45.35,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.75,452.35,0,0,997.7,1450.05,4,Stayed,No,0,59,2258,,,Yes
7074-STDCN,Male,25,Yes,No,No,No,0,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,"16,398",Q3,No,0,39,Offer C,No,0,No,Yes,Cable,26,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,40.6,1494.5,0,0,0,1494.5,5,Stayed,No,0,58,4436,,,No
8739-QOTTN,Female,35,No,No,Yes,No,0,United States,California,Avalon,90704,"33.391181, -118.421305",33.391181,-118.421305,"3,699",Q3,Yes,3,2,Offer E,Yes,5.42,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,41.85,0,0,10.84,52.69,4,Joined,No,0,74,5761,,,Yes
1399-OUPJN,Female,43,No,No,Yes,Yes,2,United States,California,Bellflower,90706,"33.887676, -118.127289",33.887676,-118.127289,"72,893",Q3,Yes,3,57,,Yes,12.26,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.75,1272.05,0,0,698.82,1970.87,5,Stayed,No,0,80,4235,,,Yes
0277-BKSQP,Male,49,No,No,Yes,Yes,3,United States,California,Harbor City,90710,"33.798266, -118.300237",33.798266,-118.300237,"24,660",Q3,Yes,10,8,Offer E,Yes,1.56,No,Yes,DSL,57,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.4,475.1,0,0,12.48,487.58,4,Stayed,No,0,62,4854,,,Yes
5774-XZTQC,Female,30,No,No,Yes,Yes,1,United States,California,Lakewood,90715,"33.841027, -118.078097",33.841027,-118.078097,"20,890",Q3,Yes,3,7,Offer E,Yes,5.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.45,150.75,0,0,40.88,191.63,4,Stayed,No,0,75,4484,,,Yes
2676-SSLTO,Male,49,No,No,No,No,0,United States,California,Hawaiian Gardens,90716,"33.830431, -118.074071",33.830431,-118.074071,"14,852",Q3,No,0,49,,Yes,17.77,Yes,Yes,DSL,13,No,No,No,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,66.15,3199,0,0,870.73,4069.73,3,Stayed,No,0,33,6138,,,No
6266-QHOJZ,Female,47,No,No,No,No,0,United States,California,Lomita,90717,"33.794209, -118.317354",33.794209,-118.317354,"21,065",Q3,No,0,65,,Yes,38.33,Yes,Yes,Fiber Optic,7,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,89.85,5844.65,0,0,2491.45,8336.1,3,Stayed,No,0,77,6421,,,No
7269-JISCY,Female,48,No,No,No,No,0,United States,California,Los Alamitos,90720,"33.79499, -118.065591",33.79499,-118.065591,"21,343",Q3,No,0,55,,Yes,33.6,No,Yes,DSL,5,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,45.05,2462.6,0,0,1848,4310.6,3,Stayed,No,0,39,4055,,,No
0363-SVHYR,Male,28,Yes,No,Yes,Yes,3,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,"55,306",Q3,Yes,10,71,Offer A,Yes,10.11,Yes,Yes,DSL,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,86.85,6263.8,0,0,717.81,6981.61,4,Stayed,No,0,60,6452,,,Yes
8547-NSBBO,Male,62,No,No,No,No,0,United States,California,San Pedro,90731,"33.736387, -118.284363",33.736387,-118.284363,"58,639",Q3,No,0,35,Offer C,Yes,39.87,Yes,Yes,Fiber Optic,23,Yes,Yes,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,96.75,3403.4,0,130,1395.45,4928.85,3,Stayed,No,0,37,5154,,,No
6591-QGOYB,Male,29,Yes,No,No,No,0,United States,California,Surfside,90743,"33.728273, -118.085304",33.728273,-118.085304,174,Q3,No,0,17,,Yes,38.78,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,106.65,1672.1,0,0,659.26,2331.36,3,Stayed,No,0,25,2754,,,No
9070-BCKQP,Female,20,Yes,No,Yes,No,0,United States,California,Wilmington,90744,"33.782068, -118.262263",33.782068,-118.262263,"53,323",Q3,Yes,5,72,Offer A,Yes,23.7,Yes,Yes,Fiber Optic,85,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.15,7881.2,0,0,1706.4,9587.6,3,Stayed,No,0,21,4498,,,Yes
6421-SZVEM,Female,30,No,No,Yes,Yes,1,United States,California,Carson,90745,"33.822295, -118.26411",33.822295,-118.26411,"55,486",Q3,Yes,4,28,Offer C,Yes,16.13,No,Yes,Fiber Optic,69,Yes,No,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,82.85,2320.8,0,0,451.64,2772.44,3,Stayed,No,0,75,5802,,,Yes
1328-EUZHC,Female,59,No,No,Yes,No,0,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,"25,566",Q3,Yes,4,18,,Yes,25.54,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.1,370.5,0,0,459.72,830.22,4,Stayed,No,0,30,4329,,,Yes
8878-RYUKI,Female,30,No,No,No,No,0,United States,California,Long Beach,90803,"33.760458, -118.129725",33.760458,-118.129725,"31,352",Q3,No,0,52,,Yes,9.37,No,Yes,DSL,59,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,59.45,3043.7,0,0,487.24,3530.94,3,Stayed,No,0,40,6107,,,No
9633-DENPU,Female,53,No,No,Yes,No,0,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,"43,467",Q3,Yes,8,47,,Yes,3.2,No,Yes,Cable,18,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,58.6,2723.4,0,0,150.4,2873.8,4,Stayed,No,0,33,2613,,,Yes
7811-JIVPF,Female,44,No,No,No,No,0,United States,California,Long Beach,90805,"33.864622, -118.179626",33.864622,-118.179626,"91,664",Q3,No,0,23,,Yes,42.26,No,Yes,Cable,2,No,No,Yes,No,No,No,No,No,Month-to-Month,No,Credit Card,49.7,1081.25,0,150,971.98,2203.23,5,Stayed,No,0,47,4790,,,No
7113-HIPFI,Male,59,No,No,Yes,Yes,2,United States,California,Long Beach,90806,"33.802664, -118.179971",33.802664,-118.179971,"49,647",Q3,Yes,10,66,Offer A,Yes,26.91,No,Yes,Cable,30,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,65.85,4097.05,0,0,1776.06,5873.11,3,Stayed,No,0,53,5500,,,Yes
8541-QVFKM,Female,22,Yes,No,No,No,0,United States,California,Long Beach,90807,"33.830099, -118.182239",33.830099,-118.182239,"31,556",Q3,No,0,8,,Yes,17.3,Yes,Yes,Fiber Optic,41,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.5,632.2,0,0,138.4,770.6,3,Stayed,No,0,61,5777,,,No
9258-CNWAC,Female,23,Yes,No,Yes,Yes,2,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,"63,136",Q3,Yes,2,71,Offer A,Yes,4.32,Yes,Yes,Fiber Optic,41,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,113.65,8166.8,0,0,306.72,8473.52,4,Stayed,No,0,27,6208,,,Yes
6374-AFWOX,Male,23,Yes,No,Yes,No,0,United States,California,Long Beach,90815,"33.797638, -118.11662",33.797638,-118.11662,"38,902",Q3,Yes,3,46,,Yes,46.71,No,Yes,Cable,41,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,65.65,3047.15,0,0,2148.66,5195.81,4,Stayed,No,0,79,2680,,,Yes
5317-FLPJF,Female,25,Yes,No,No,No,0,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,"36,243",Q3,No,0,66,Offer A,No,0,No,Yes,DSL,73,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,61.35,4193.4,0,130,0,4323.4,3,Stayed,No,0,67,4824,,,No
7621-VPNET,Female,60,No,No,Yes,No,0,United States,California,Arcadia,91006,"34.137319, -118.029837",34.137319,-118.029837,"30,028",Q3,Yes,8,42,,Yes,20.58,Yes,Yes,Fiber Optic,13,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,85.9,3729.75,0,0,864.36,4594.11,3,Stayed,No,0,25,2219,,,Yes
6034-YMTOB,Female,62,No,No,No,No,0,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,"30,933",Q3,No,0,5,,Yes,29.75,No,Yes,Fiber Optic,6,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,75.65,399.45,0,0,148.75,548.2,5,Stayed,No,0,40,2296,,,No
4903-CNOZC,Male,25,Yes,No,No,No,0,United States,California,La Canada Flintridge,91011,"34.234912, -118.153729",34.234912,-118.153729,"20,200",Q3,No,0,29,Offer C,Yes,28.83,Yes,Yes,DSL,47,No,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,70.9,1964.6,0,0,836.07,2800.67,4,Stayed,No,0,29,2064,,,No
4353-HYOJD,Female,37,No,No,Yes,Yes,5,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,"41,067",Q3,Yes,5,27,Offer C,Yes,19.32,No,Yes,DSL,30,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,49.85,1336.15,0,0,521.64,1857.79,3,Stayed,No,0,75,5580,,,Yes
7267-FRMJW,Female,25,Yes,No,Yes,Yes,3,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,"10,558",Q3,Yes,1,25,Offer C,Yes,4.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.1,486.05,0,0,114.25,600.3,3,Stayed,No,0,46,5306,,,Yes
4188-FRABG,Male,36,No,No,Yes,No,0,United States,California,Sunland,91040,"34.282704, -118.312929",34.282704,-118.312929,"18,752",Q3,Yes,4,57,,Yes,31.79,Yes,Yes,Fiber Optic,13,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,103.05,5925.75,0,0,1812.03,7737.78,4,Stayed,No,0,22,5586,,,Yes
0620-DLSLK,Female,47,No,No,No,No,0,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,"27,891",Q3,No,0,13,,Yes,34.18,No,Yes,Fiber Optic,19,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,81.9,1028.9,0,0,444.34,1473.24,3,Stayed,No,0,71,2054,,,No
3850-OKINF,Male,42,No,No,Yes,Yes,3,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,"23,742",Q3,No,0,71,Offer A,Yes,37.03,Yes,Yes,DSL,26,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,66.2,4692.55,0,0,2629.13,7321.68,3,Stayed,No,0,62,4756,,,Yes
1156-ZFYDO,Female,57,No,No,No,No,0,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,"23,981",Q3,No,0,1,,Yes,37.62,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.75,19.75,0,0,37.62,57.37,3,Joined,No,0,38,3666,,,No
5549-ZGHFB,Male,33,No,No,Yes,Yes,1,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,"41,390",Q3,Yes,3,50,,Yes,22.3,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.95,1261.45,0,0,1115,2376.45,5,Stayed,No,0,57,6019,,,Yes
7577-SWIFR,Male,49,No,No,No,No,0,United States,California,Glendale,91206,"34.162515, -118.203869",34.162515,-118.203869,"31,297",Q3,No,0,1,,Yes,16.64,No,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.25,89.25,0,0,16.64,105.89,5,Joined,No,0,28,5579,,,No
0303-WMMRN,Male,32,No,No,No,No,0,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,"9,864",Q3,No,0,5,,Yes,21.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.25,86.05,0,0,105.05,191.1,3,Stayed,No,0,27,3056,,,No
6408-OTUBZ,Female,44,No,No,No,No,0,United States,California,Glendale,91208,"34.195386, -118.238508",34.195386,-118.238508,"16,910",Q3,No,0,66,Offer A,Yes,16.39,Yes,Yes,Fiber Optic,26,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,104.55,6779.05,0,0,1081.74,7860.79,3,Stayed,No,0,53,4494,,,No
5204-HMGYF,Female,32,No,No,Yes,Yes,2,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,"29,110",Q3,Yes,4,49,,Yes,33.07,No,Yes,DSL,23,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,87.2,4345,0,0,1620.43,5965.43,3,Stayed,No,0,68,4567,,,Yes
3727-OVPRY,Male,32,No,No,Yes,Yes,3,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,"23,661",Q3,Yes,3,66,Offer A,Yes,42.84,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,25.7,1714.55,0,0,2827.44,4541.99,4,Stayed,No,0,43,5517,,,Yes
3797-FKOGQ,Male,31,No,No,No,Yes,2,United States,California,Canoga Park,91303,"34.19829, -118.602203",34.19829,-118.602203,"23,519",Q3,No,0,11,,Yes,5.84,Yes,Yes,Fiber Optic,10,No,No,No,No,No,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,86.2,893.2,0,30,64.24,987.44,5,Stayed,No,0,41,3157,,,No
7622-NXQZR,Male,29,Yes,No,No,No,0,United States,California,Canoga Park,91304,"34.224377, -118.632656",34.224377,-118.632656,"49,242",Q3,No,0,28,Offer C,No,0,No,Yes,DSL,48,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,30.1,810.85,0,0,0,810.85,4,Stayed,No,0,31,2653,,,No
6196-HBOBZ,Male,31,No,No,Yes,No,0,United States,California,Winnetka,91306,"34.209532, -118.577563",34.209532,-118.577563,"43,857",Q3,Yes,9,65,,Yes,30.44,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,99.35,6347.55,0,0,1978.6,8326.15,4,Stayed,No,0,80,6300,,,Yes
3970-XGJDU,Female,45,No,No,No,No,0,United States,California,West Hills,91307,"34.199787, -118.68493",34.199787,-118.68493,"23,637",Q3,No,0,62,,Yes,24.03,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.2,1123.65,0,0,1489.86,2613.51,4,Stayed,No,0,64,4937,,,No
7017-VFULY,Female,38,No,No,Yes,No,0,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,"35,325",Q3,Yes,9,2,,Yes,32.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.1,43.15,0,0,65.72,108.87,3,Joined,No,0,26,4158,,,Yes
5562-YJQGT,Female,57,No,No,No,No,0,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,"27,614",Q3,No,0,2,,Yes,2.46,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,35.1,0,0,4.92,40.02,5,Joined,No,0,40,3746,,,No
8807-OPMBM,Female,36,No,No,Yes,Yes,3,United States,California,Newbury Park,91320,"34.172071, -118.946262",34.172071,-118.946262,"37,779",Q3,Yes,1,55,Offer B,Yes,1.44,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.65,1388,0,0,79.2,1467.2,5,Stayed,No,0,42,4466,,,Yes
8294-UIMBA,Female,64,No,No,No,No,0,United States,California,Northridge,91325,"34.236683, -118.517588",34.236683,-118.517588,"32,307",Q3,No,0,30,,Yes,2.67,No,Yes,Fiber Optic,27,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94.4,2638.1,0,0,80.1,2718.2,5,Stayed,No,0,68,4584,,,No
8109-YUOHE,Male,58,No,No,No,No,0,United States,California,Porter Ranch,91326,"34.281911, -118.556218",34.281911,-118.556218,"28,067",Q3,No,0,17,,Yes,36.47,No,Yes,Cable,15,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,56.1,946.95,0,0,619.99,1566.94,3,Stayed,No,0,56,5025,,,No
5840-NVDCG,Female,32,No,No,Yes,Yes,1,United States,California,Pacoima,91331,"34.255442, -118.421314",34.255442,-118.421314,"97,318",Q3,Yes,10,16,,Yes,20.12,No,Yes,Cable,30,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,68.25,1114.85,0,0,321.92,1436.77,3,Stayed,No,0,43,3559,,,Yes
8092-NLTGF,Male,25,Yes,No,No,No,0,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,"68,018",Q3,No,0,72,Offer A,Yes,29.29,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.75,1777.6,0,0,2108.88,3886.48,5,Stayed,No,0,35,5398,,,No
5928-QLDHB,Male,48,No,No,No,No,0,United States,California,San Fernando,91340,"34.286131, -118.435969",34.286131,-118.435969,"33,389",Q3,No,0,9,,Yes,34.75,Yes,Yes,Fiber Optic,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.25,684.85,0,0,312.75,997.6,5,Stayed,No,0,62,2062,,,No
9840-EFJQB,Female,43,No,No,No,No,0,United States,California,Sylmar,91342,"34.321621, -118.399841",34.321621,-118.399841,"81,986",Q3,No,0,1,,Yes,24.41,No,Yes,Fiber Optic,4,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.35,74.35,0,0,24.41,98.76,4,Joined,No,0,80,4237,,,No
0696-UKTOX,Male,64,No,No,No,Yes,1,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,"57,017",Q3,No,0,23,,Yes,8.4,No,Yes,Cable,27,No,Yes,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,54.15,1312.45,0,40,193.2,1545.65,4,Stayed,No,0,80,2496,,,No
4801-KFYKL,Male,28,Yes,No,No,Yes,3,United States,California,Granada Hills,91344,"34.291273, -118.505104",34.291273,-118.505104,"48,867",Q3,No,0,8,,Yes,1.95,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.45,159.2,0,0,15.6,174.8,5,Stayed,No,0,20,4119,,,No
3472-OAOOR,Male,23,Yes,No,Yes,Yes,1,United States,California,Mission Hills,91345,"34.266389, -118.459744",34.266389,-118.459744,"17,112",Q3,Yes,3,19,,No,0,No,Yes,Cable,52,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,34.95,610.2,0,0,0,610.2,3,Stayed,No,0,79,3422,,,Yes
6135-OZQVA,Female,46,No,No,No,No,0,United States,California,Santa Clarita,91350,"34.502432, -118.41459",34.502432,-118.41459,"40,077",Q3,No,0,7,Offer E,Yes,40.42,Yes,Yes,Cable,17,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,53.65,404.35,0,0,282.94,687.29,4,Stayed,No,0,51,4389,,,No
2252-JHJGE,Male,24,Yes,No,No,No,0,United States,California,Sun Valley,91352,"34.231053, -118.338307",34.231053,-118.338307,"46,639",Q3,No,0,61,Offer B,Yes,45.69,Yes,Yes,Fiber Optic,48,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,104,6363.45,0,0,2787.09,9150.54,3,Stayed,No,0,22,4344,,,No
4188-PCPIG,Female,32,No,No,Yes,No,0,United States,California,Valencia,91354,"34.457005, -118.573726",34.457005,-118.573726,"17,846",Q3,Yes,1,57,Offer B,Yes,48,No,Yes,Cable,24,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,70.35,4124.65,0,0,2736,6860.65,3,Stayed,No,0,32,5779,,,Yes
7105-BENQF,Male,31,No,No,No,Yes,3,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,"27,424",Q3,No,0,15,,Yes,43.69,No,Yes,DSL,29,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,64.85,950.75,0,0,655.35,1606.1,4,Stayed,No,0,51,4442,,,No
7721-DVEKZ,Female,42,No,No,No,No,0,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,"42,526",Q3,No,0,1,Offer E,Yes,23.67,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.65,19.65,0,0,23.67,43.32,3,Joined,No,0,73,4639,,,No
3566-VVORZ,Female,39,No,No,Yes,No,0,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,"18,735",Q3,No,0,12,,Yes,30.79,No,Yes,DSL,4,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.9,505.95,0,0,369.48,875.43,3,Stayed,No,0,60,5790,,,Yes
9507-HSMMZ,Male,48,No,No,No,No,0,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,"33,057",Q3,No,0,54,Offer B,Yes,27.3,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,1149.65,0,0,1474.2,2623.85,3,Stayed,No,0,41,6094,,,No
2480-SQIOB,Male,40,No,No,Yes,Yes,2,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,"25,988",Q3,Yes,1,4,Offer E,Yes,25.9,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.8,169.65,0,0,103.6,273.25,5,Stayed,No,0,63,2114,,,Yes
7813-TKCVO,Female,23,Yes,No,Yes,No,0,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,"14,814",Q3,Yes,1,20,,Yes,27.96,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.35,393.15,0,0,559.2,952.35,3,Stayed,No,0,57,4390,,,Yes
0128-MKWSG,Female,51,No,No,No,Yes,2,United States,California,Stevenson Ranch,91381,"34.364153, -118.615583",34.364153,-118.615583,"9,937",Q3,No,0,26,,No,0,No,Yes,DSL,19,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,45.8,1147,0,0,0,1147,4,Stayed,No,0,45,3287,,,No
4350-ZTLPI,Female,36,No,No,Yes,No,0,United States,California,Van Nuys,91401,"34.178483, -118.431791",34.178483,-118.431791,"40,376",Q3,Yes,1,53,Offer B,Yes,18,Yes,Yes,Fiber Optic,20,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,108.95,5718.2,0,0,954,6672.2,4,Stayed,No,0,36,4163,,,Yes
0361-HJRDX,Female,38,No,No,No,No,0,United States,California,Sherman Oaks,91403,"34.147149, -118.463365",34.147149,-118.463365,"22,085",Q3,No,0,68,Offer A,No,0,No,Yes,DSL,28,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,64.35,4539.6,0,130,0,4669.6,3,Stayed,No,0,40,4146,,,No
5727-MYATE,Male,64,No,No,Yes,Yes,2,United States,California,Van Nuys,91405,"34.202494, -118.448048",34.202494,-118.448048,"51,348",Q3,Yes,1,72,Offer A,Yes,20.63,Yes,Yes,DSL,26,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.8,6397.6,0,0,1485.36,7882.96,4,Stayed,No,0,46,5028,,,Yes
3823-KYNQY,Male,61,No,No,No,No,0,United States,California,Van Nuys,91406,"34.195685, -118.490752",34.195685,-118.490752,"50,047",Q3,No,0,12,Offer D,Yes,25.57,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.95,280.4,0,0,306.84,587.24,5,Stayed,No,0,71,4443,,,No
7570-WELNY,Female,52,No,No,Yes,No,0,United States,California,Sherman Oaks,91423,"34.146957, -118.432138",34.146957,-118.432138,"29,387",Q3,Yes,1,68,Offer A,Yes,7.87,Yes,Yes,Fiber Optic,4,Yes,Yes,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,84.7,5711.05,0,0,535.16,6246.21,3,Stayed,No,0,41,5520,,,Yes
3021-VLNRJ,Female,25,Yes,No,No,Yes,2,United States,California,Encino,91436,"34.152875, -118.486056",34.152875,-118.486056,"13,129",Q3,No,0,50,Offer B,Yes,37.52,No,Yes,DSL,71,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,70.8,3478.15,0,0,1876,5354.15,4,Stayed,No,0,34,4798,,,No
6907-FLBER,Male,62,No,No,No,No,0,United States,California,Burbank,91505,"34.174215, -118.345928",34.174215,-118.345928,"29,245",Q3,No,0,1,Offer E,Yes,34.02,Yes,Yes,DSL,24,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,54.3,54.3,0,10,34.02,98.32,5,Joined,No,0,78,3259,,,No
5982-PSMKW,Female,20,Yes,No,Yes,Yes,2,United States,California,North Hollywood,91601,"34.1692, -118.372498",34.1692,-118.372498,"36,625",Q3,Yes,1,23,Offer D,Yes,27.97,Yes,Yes,Cable,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,91.1,2198.3,0,0,643.31,2841.61,4,Stayed,No,0,71,5991,,,Yes
3507-GASNP,Male,49,No,No,No,Yes,2,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,"16,996",Q3,No,0,60,Offer B,Yes,16.59,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,1189.9,0,0,995.4,2185.3,3,Stayed,No,0,74,5316,,,No
7096-ZNBZI,Female,21,Yes,No,Yes,No,0,United States,California,Studio City,91604,"34.139082, -118.39275",34.139082,-118.39275,"26,157",Q3,Yes,1,72,Offer A,Yes,22.22,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,26.45,1914.5,0,0,1599.84,3514.34,4,Stayed,No,0,55,5534,,,Yes
1676-MQAOA,Male,32,No,No,No,No,0,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,"45,358",Q3,No,0,72,Offer A,Yes,15.03,No,Yes,Cable,22,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,75.1,5336.35,0,0,1082.16,6418.51,3,Stayed,No,0,55,6284,,,No
7566-DSRLQ,Female,54,No,No,Yes,No,0,United States,California,Rancho Cucamonga,91701,"34.132275, -117.611478",34.132275,-117.611478,"39,064",Q3,Yes,7,72,Offer A,Yes,12.85,Yes,Yes,Fiber Optic,24,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,110.15,7998.8,0,70,925.2,8994,4,Stayed,No,0,70,5065,,,Yes
7245-JMTTQ,Female,19,Yes,No,No,No,0,United States,California,Baldwin Park,91706,"34.098275, -117.967399",34.098275,-117.967399,"76,890",Q3,No,0,51,Offer B,Yes,43.79,Yes,Yes,Fiber Optic,82,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,111.5,5703.25,0,0,2233.29,7936.54,4,Stayed,No,0,47,4363,,,No
6050-IJRHS,Female,47,No,No,Yes,Yes,1,United States,California,Chino Hills,91709,"33.942895, -117.725644",33.942895,-117.725644,"66,754",Q3,Yes,2,70,Offer A,Yes,5.93,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.5,7397,0,0,415.1,7812.1,5,Stayed,No,0,41,6319,,,Yes
6202-JVYEU,Male,28,Yes,No,No,No,0,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,"75,319",Q3,No,0,9,,Yes,4.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.9,164.6,0,0,36.18,200.78,4,Stayed,No,0,31,3643,,,No
8591-TKMZH,Male,40,No,No,Yes,Yes,3,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,"34,716",Q3,Yes,1,59,Offer B,Yes,46.1,Yes,Yes,Fiber Optic,57,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,111.1,6555.2,0,0,2719.9,9275.1,4,Stayed,No,0,76,4952,,,Yes
0734-OXWBT,Male,44,No,No,No,Yes,1,United States,California,Covina,91722,"34.097345, -117.906736",34.097345,-117.906736,"33,817",Q3,No,0,3,Offer E,Yes,25.04,No,Yes,Cable,17,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,70.7,225.65,0,0,75.12,300.77,3,Joined,No,0,56,2584,,,No
0365-TRTPY,Female,52,No,No,No,No,0,United States,California,Covina,91724,"34.08111, -117.853935",34.08111,-117.853935,"25,068",Q3,No,0,37,,Yes,11.73,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,91.2,3382.3,0,0,434.01,3816.31,3,Stayed,No,0,44,5135,,,No
7349-ALMUX,Male,35,No,No,No,No,0,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,"51,970",Q3,No,0,37,,Yes,38.43,No,Yes,Cable,30,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,65.6,2313.8,0,0,1421.91,3735.71,4,Stayed,No,0,27,3183,,,No
6502-KUGLL,Female,29,Yes,No,Yes,Yes,2,United States,California,El Monte,91732,"34.074492, -118.01462",34.074492,-118.01462,"62,660",Q3,Yes,4,14,Offer D,Yes,42.64,No,Yes,DSL,69,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59.45,780.85,0,0,596.96,1377.81,3,Stayed,No,0,26,5723,,,Yes
1841-YSJGV,Male,58,No,No,Yes,No,0,United States,California,South El Monte,91733,"34.04622, -118.053753",34.04622,-118.053753,"45,645",Q3,Yes,9,72,Offer A,Yes,40.78,Yes,Yes,Fiber Optic,22,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,109.95,7852.4,0,0,2936.16,10788.56,4,Stayed,No,0,59,6258,,,Yes
3511-BFTJW,Male,25,Yes,No,Yes,Yes,3,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,"25,135",Q3,Yes,8,72,Offer A,No,0,No,Yes,DSL,82,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Credit Card,38.5,2763,0,0,0,2763,4,Stayed,No,0,58,4710,,,Yes
5018-HEKFO,Female,51,No,No,No,No,0,United States,California,Rowland Heights,91748,"33.976753, -117.897367",33.976753,-117.897367,"46,342",Q3,No,0,10,Offer D,Yes,17.01,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,24.5,270.15,0,0,170.1,440.25,3,Stayed,No,0,78,5594,,,No
2923-ARZLG,Male,38,No,No,Yes,Yes,2,United States,California,La Verne,91750,"34.144703, -117.770299",34.144703,-117.770299,"35,530",Q3,Yes,5,10,Offer E,Yes,46.23,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.7,197.54,0,0,462.3,659.84,5,Stayed,No,0,69,4890,,,Yes
3976-NLDEZ,Male,55,No,No,No,No,0,United States,California,Mira Loma,91752,"33.999992, -117.535395",33.999992,-117.535395,"18,980",Q3,No,0,1,Offer E,Yes,1.48,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.6,20.6,0,0,1.48,22.08,3,Joined,No,0,52,5370,,,No
2282-YGNOR,Female,42,No,No,No,No,0,United States,California,Monterey Park,91754,"34.050322, -118.147037",34.050322,-118.147037,"33,280",Q3,No,0,29,,Yes,14.46,No,Yes,DSL,25,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,58,1734.5,0,0,419.34,2153.84,3,Stayed,No,0,63,2810,,,No
6854-EXGSF,Female,37,No,No,No,No,0,United States,California,Mt Baldy,91759,"34.231318, -117.662032",34.231318,-117.662032,47,Q3,No,0,8,Offer E,Yes,8.73,Yes,Yes,DSL,28,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,65.5,573.15,0,0,69.84,642.99,3,Stayed,No,0,38,3033,,,No
1241-EZFMJ,Male,48,No,No,Yes,No,0,United States,California,Ontario,91761,"34.035602, -117.591528",34.035602,-117.591528,"56,280",Q3,Yes,2,61,Offer B,Yes,11.53,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.45,1538.6,0,0,703.33,2241.93,4,Stayed,No,0,41,6015,,,Yes
5376-PCKNB,Male,35,No,No,Yes,Yes,1,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,"34,447",Q3,Yes,5,72,Offer A,Yes,17.49,Yes,Yes,Fiber Optic,12,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,104.45,7459,0,130,1259.28,8848.28,5,Stayed,No,0,29,4750,,,Yes
8044-BGWPI,Male,50,No,No,Yes,Yes,2,United States,California,Ontario,91764,"34.074087, -117.605618",34.074087,-117.605618,"49,474",Q3,Yes,8,12,Offer D,Yes,33.9,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,21.15,306.05,0,0,406.8,712.85,4,Stayed,No,0,40,5209,,,Yes
4060-LDNLU,Male,22,Yes,No,No,No,0,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,"46,532",Q3,No,0,7,,Yes,45.93,Yes,Yes,Fiber Optic,48,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,96.2,639.7,0,0,321.51,961.21,5,Stayed,No,0,38,4329,,,No
3589-PPVKW,Male,19,Yes,No,No,No,0,United States,California,Pomona,91766,"34.042286, -117.756106",34.042286,-117.756106,"69,974",Q3,No,0,9,Offer E,Yes,38.65,No,Yes,DSL,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.4,348.15,0,0,347.85,696,4,Stayed,No,0,31,5457,,,No
5887-IKKYO,Male,54,No,No,Yes,Yes,2,United States,California,Pomona,91768,"34.067932, -117.785168",34.067932,-117.785168,"36,057",Q3,Yes,2,58,Offer B,Yes,5.01,Yes,Yes,Fiber Optic,23,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,94.35,5563.65,0,0,290.58,5854.23,4,Stayed,No,0,49,4777,,,Yes
1755-RMCXH,Male,37,No,No,Yes,Yes,2,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,"33,878",Q3,Yes,5,2,Offer E,Yes,7.27,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.3,40.25,0,0,14.54,54.79,4,Joined,No,0,38,5113,,,Yes
3858-XHYJO,Female,24,Yes,No,Yes,No,0,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,"38,041",Q3,Yes,5,40,Offer B,Yes,22.2,Yes,Yes,Fiber Optic,76,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,105.75,4228.55,0,0,888,5116.55,4,Stayed,No,0,41,4078,,,Yes
4299-SIMNS,Male,43,No,No,No,No,0,United States,California,Temple City,91780,"34.101608, -118.055848",34.101608,-118.055848,"32,718",Q3,No,0,9,Offer E,Yes,34.34,Yes,Yes,Fiber Optic,6,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,81.15,784.45,0,50,309.06,1143.51,4,Stayed,No,0,68,4544,,,No
7025-IWFHT,Male,62,No,No,No,No,0,United States,California,Upland,91784,"34.141146, -117.655583",34.141146,-117.655583,"23,331",Q3,No,0,41,Offer B,Yes,45.22,No,Yes,Fiber Optic,15,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,89.55,3729.75,0,0,1854.02,5583.77,3,Stayed,No,0,66,5549,,,No
6261-LHRTG,Female,27,Yes,No,No,No,0,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,"48,827",Q3,No,0,26,,Yes,39.84,No,Yes,Cable,42,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.75,1406.9,0,0,1035.84,2442.74,4,Stayed,No,0,23,4020,,,No
7841-FCRQD,Female,27,Yes,No,Yes,No,0,United States,California,Walnut,91789,"34.018354, -117.85492",34.018354,-117.85492,"45,118",Q3,Yes,1,33,,Yes,15.45,No,Yes,Cable,59,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,53.75,1857.3,0,0,509.85,2367.15,3,Stayed,No,0,49,3160,,,Yes
2056-EVGZL,Male,56,No,No,Yes,Yes,2,United States,California,West Covina,91790,"34.066964, -117.937007",34.066964,-117.937007,"44,099",Q3,Yes,9,68,,Yes,8.88,No,Yes,Fiber Optic,17,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,105.75,7322.5,0,0,603.84,7926.34,3,Stayed,No,0,39,4437,,,Yes
7753-USQYQ,Male,47,No,No,No,No,0,United States,California,West Covina,91792,"34.024405, -117.898722",34.024405,-117.898722,"31,622",Q3,No,0,55,Offer B,Yes,27.65,No,Yes,Cable,26,No,Yes,No,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,64.2,3627.3,0,0,1520.75,5148.05,3,Stayed,No,0,40,5151,,,No
7661-CPURM,Male,49,No,No,No,No,0,United States,California,Alhambra,91803,"34.074736, -118.145959",34.074736,-118.145959,"30,635",Q3,No,0,19,Offer D,Yes,43.11,No,Yes,Fiber Optic,2,No,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,87.7,1725.95,0,0,819.09,2545.04,3,Stayed,No,0,78,4446,,,No
6233-HXJMX,Female,42,No,No,No,No,0,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,"16,486",Q3,No,0,45,Offer B,Yes,13.82,Yes,Yes,Fiber Optic,8,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,89.3,4192.15,0,0,621.9,4814.05,3,Stayed,No,0,32,5470,,,No
5902-WBLSE,Female,32,No,No,Yes,Yes,1,United States,California,Bonita,91902,"32.67117, -117.00232",32.67117,-117.00232,"17,389",Q3,No,0,70,,Yes,26.85,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.15,1411.2,0,0,1879.5,3290.7,3,Stayed,No,0,67,5219,,,Yes
3239-TPHPZ,Female,60,No,No,Yes,No,0,United States,California,Chula Vista,91910,"32.636792, -117.054989",32.636792,-117.054989,"74,025",Q3,Yes,10,12,Offer D,Yes,40.34,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.05,264.55,0,0,484.08,748.63,4,Stayed,No,0,74,5453,,,Yes
5115-GZDEL,Male,20,Yes,No,No,Yes,3,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,"71,126",Q3,No,0,72,,No,0,No,Yes,Cable,71,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,67.2,4671.7,0,0,0,4671.7,3,Stayed,No,0,25,5592,,,No
3338-CVVEH,Male,38,No,No,No,No,0,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,"12,884",Q3,No,0,12,Offer D,Yes,13.88,Yes,Yes,Fiber Optic,8,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,94.55,1173.55,0,0,166.56,1340.11,5,Stayed,No,0,25,5674,,,No
4393-GEADV,Male,54,No,No,Yes,Yes,3,United States,California,Dulzura,91917,"32.622999, -116.687855",32.622999,-116.687855,727,Q3,Yes,10,70,,Yes,39.06,Yes,Yes,Fiber Optic,75,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,114.75,7842.3,0,0,2734.2,10576.5,3,Stayed,No,0,72,5035,,,Yes
8486-AYEQH,Female,30,No,No,No,No,0,United States,California,Guatay,91931,"32.857946, -116.561917",32.857946,-116.561917,796,Q3,No,0,31,,Yes,38.78,Yes,Yes,Fiber Optic,59,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.05,2227.8,0,0,1202.18,3429.98,5,Stayed,No,0,63,2421,,,No
2495-KZNFB,Female,26,Yes,No,No,No,0,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,"24,005",Q3,No,0,33,,Yes,16.76,Yes,Yes,Fiber Optic,85,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.65,2989.6,0,0,553.08,3542.68,4,Stayed,No,0,44,4460,,,No
4560-WQAQW,Female,62,No,No,No,No,0,United States,California,Mount Laguna,91948,"32.830852, -116.444601",32.830852,-116.444601,81,Q3,No,0,59,Offer B,Yes,28.32,Yes,Yes,DSL,9,Yes,No,No,Yes,No,Yes,Yes,No,One Year,No,Bank Withdrawal,68.7,4070.95,0,150,1670.88,5891.83,3,Stayed,No,0,29,4244,,,No
4274-DRSQT,Female,33,No,No,No,No,0,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,905,Q3,No,0,66,,Yes,31.93,Yes,Yes,Fiber Optic,15,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,88.9,6000.1,0,0,2107.38,8107.48,5,Stayed,No,0,27,5868,,,No
2027-DNKIV,Male,28,Yes,No,Yes,Yes,3,United States,California,Spring Valley,91977,"32.726627, -116.994608",32.726627,-116.994608,"56,100",Q3,Yes,1,37,,Yes,35.67,No,Yes,DSL,76,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,58.75,2203.1,0,0,1319.79,3522.89,4,Stayed,No,0,31,3483,,,Yes
2885-HIJDH,Male,47,No,No,Yes,Yes,3,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,91,Q3,Yes,9,69,,Yes,26.35,Yes,Yes,DSL,53,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,86.9,6194.1,0,0,1818.15,8012.25,3,Stayed,No,0,49,4667,,,Yes
5424-RLQLC,Male,36,No,No,No,No,0,United States,California,Bonsall,92003,"33.290907, -117.202895",33.290907,-117.202895,"3,849",Q3,No,0,10,Offer D,Yes,1.48,No,Yes,DSL,25,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Credit Card,59.65,638.95,0,90,14.8,743.75,3,Stayed,No,0,20,2385,,,No
6507-DTJZV,Male,50,No,No,No,Yes,1,United States,California,Cardiff By The Sea,92007,"33.015866, -117.272254",33.015866,-117.272254,"10,375",Q3,No,0,13,Offer D,Yes,30.19,No,Yes,DSL,17,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,66.4,831.75,0,0,392.47,1224.22,5,Stayed,No,0,43,3660,,,No
7673-BQGKU,Female,64,No,No,Yes,Yes,3,United States,California,Carlsbad,92009,"33.098018, -117.258203",33.098018,-117.258203,"43,161",Q3,Yes,6,69,,Yes,11.47,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.15,1337.5,0,0,791.43,2128.93,4,Stayed,No,0,23,4554,,,Yes
2725-IWWBA,Male,52,No,No,Yes,Yes,2,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,"55,277",Q3,Yes,9,46,Offer B,Yes,38.45,No,Yes,DSL,15,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,56.9,2560.1,0,0,1768.7,4328.8,4,Stayed,No,0,44,4258,,,Yes
1061-PNTHC,Female,36,No,No,Yes,Yes,2,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,"47,126",Q3,Yes,5,56,Offer B,Yes,13.94,Yes,Yes,Fiber Optic,11,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,109.6,5953,0,0,780.64,6733.64,3,Stayed,No,0,67,5012,,,Yes
0394-YONDK,Male,28,Yes,No,Yes,Yes,3,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,"49,281",Q3,No,0,70,,Yes,1.22,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.15,1790.15,0,0,85.4,1875.55,3,Stayed,No,0,39,5114,,,Yes
6574-MCOEH,Female,47,No,No,Yes,Yes,2,United States,California,Escondido,92026,"33.21846, -117.116916",33.21846,-117.116916,"43,436",Q3,Yes,2,33,,Yes,31.59,Yes,Yes,Cable,18,No,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,79.15,2531.4,0,20,1042.47,3593.87,5,Stayed,No,0,73,3555,,,Yes
7399-QHBJS,Female,56,No,No,Yes,Yes,3,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,8,72,,Yes,22.62,Yes,Yes,Cable,27,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,66.75,4760.3,0,0,1628.64,6388.94,3,Stayed,No,0,65,6063,,,Yes
0997-YTLNY,Female,59,No,No,No,Yes,2,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,"17,944",Q3,No,0,19,Offer D,Yes,4.03,No,Yes,Cable,26,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,48.8,953.65,0,0,76.57,1030.22,3,Stayed,No,0,74,3749,,,No
9479-HYNYL,Female,48,No,No,Yes,No,0,United States,California,La Jolla,92037,"32.853743, -117.25034",32.853743,-117.25034,"42,617",Q3,Yes,8,71,,Yes,43.61,No,Yes,Cable,27,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,80.7,5705.05,0,0,3096.31,8801.36,5,Stayed,No,0,24,5617,,,Yes
9708-KFDBY,Male,29,Yes,No,No,No,0,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,"98,239",Q3,No,0,1,Offer E,Yes,7.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.55,20.55,0,0,7.32,27.87,4,Joined,No,0,28,4801,,,No
3642-GKTCT,Female,58,No,No,No,No,0,United States,California,Oceanside,92057,"33.254497, -117.285879",33.254497,-117.285879,"46,893",Q3,No,0,61,Offer B,Yes,5.55,Yes,Yes,Fiber Optic,7,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,115.1,6993.65,0,0,338.55,7332.2,4,Stayed,No,0,53,4785,,,No
0774-RMNUW,Female,44,No,No,Yes,Yes,1,United States,California,Pala,92059,"33.384345, -117.072619",33.384345,-117.072619,"1,831",Q3,Yes,6,71,Offer A,No,0,No,Yes,Cable,19,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,59.7,4122.65,0,0,0,4122.65,4,Stayed,No,0,63,6420,,,Yes
1334-PDUKM,Female,48,No,No,Yes,No,0,United States,California,Palomar Mountain,92060,"33.309852, -116.823091",33.309852,-116.823091,234,Q3,Yes,5,68,Offer A,Yes,9.76,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,No,No,No,No,One Year,No,Credit Card,86.45,5762.95,0,150,663.68,6576.63,5,Stayed,No,0,39,4480,,,Yes
0756-MPZRL,Male,35,No,No,No,No,0,United States,California,Pauma Valley,92061,"33.313828, -116.940501",33.313828,-116.940501,"2,615",Q3,No,0,46,Offer B,No,0,No,Yes,DSL,18,No,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,33.7,1537.85,0,0,0,1537.85,3,Stayed,No,0,22,3007,,,No
2242-MFOTG,Male,29,Yes,No,No,No,0,United States,California,Poway,92064,"32.984395, -117.013454",32.984395,-117.013454,"47,969",Q3,No,0,33,,Yes,25.71,Yes,Yes,Fiber Optic,48,Yes,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,80.1,2603.3,0,0,848.43,3451.73,4,Stayed,No,0,54,3957,,,No
2927-CVULT,Female,64,No,No,Yes,Yes,1,United States,California,Ramona,92065,"33.044541, -116.833922",33.044541,-116.833922,"33,104",Q3,Yes,1,53,Offer B,Yes,28.36,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.05,5566.4,0,0,1503.08,7069.48,3,Stayed,No,0,43,4190,,,Yes
8745-PVESG,Female,44,No,No,No,No,0,United States,California,Rancho Santa Fe,92067,"33.012751, -117.200617",33.012751,-117.200617,"7,615",Q3,No,0,57,,No,0,No,Yes,DSL,24,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,41.1,2258.25,0,0,0,2258.25,4,Stayed,No,0,41,5281,,,No
7647-GYYKX,Female,48,No,No,Yes,Yes,4,United States,California,San Marcos,92069,"33.162624, -117.170863",33.162624,-117.170863,"52,664",Q3,Yes,1,54,,Yes,41.93,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.35,1092.35,0,0,2264.22,3356.57,3,Stayed,No,0,79,5646,,,Yes
9700-ISPUP,Female,59,No,No,Yes,Yes,1,United States,California,Valley Center,92082,"33.25283, -116.986079",33.25283,-116.986079,"14,575",Q3,Yes,1,10,Offer D,Yes,25.89,No,Yes,DSL,22,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,65.5,616.9,0,0,258.9,875.8,5,Stayed,No,0,44,3137,,,Yes
9839-ETQOE,Male,41,No,No,No,Yes,2,United States,California,Vista,92083,"33.17494, -117.242761",33.17494,-117.242761,"62,036",Q3,No,0,43,,No,0,No,Yes,DSL,25,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,40.45,1912.85,0,0,0,1912.85,3,Stayed,No,0,72,3176,,,No
9027-TMATR,Female,42,No,No,Yes,No,0,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,"1,205",Q3,Yes,1,43,,Yes,38.53,No,Yes,DSL,27,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,78.8,3460.3,24.9,0,1656.79,5092.19,4,Stayed,No,0,24,3972,,,Yes
1941-HOSAM,Male,20,Yes,No,Yes,Yes,3,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,"27,505",Q3,Yes,1,1,,Yes,24.33,No,Yes,Fiber Optic,59,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,90.1,90.1,0,0,24.33,114.43,3,Joined,No,0,47,4142,,,Yes
9110-HSGTV,Female,46,No,No,No,No,0,United States,California,San Diego,92102,"32.716007, -117.117462",32.716007,-117.117462,"47,140",Q3,No,0,69,Offer A,Yes,25.73,No,Yes,DSL,22,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,82.45,5555.3,15.38,0,1775.37,7315.29,3,Stayed,No,0,80,4631,,,No
0704-VCUMB,Female,64,No,No,Yes,No,0,United States,California,San Diego,92103,"32.747484, -117.166877",32.747484,-117.166877,"30,202",Q3,Yes,1,61,,Yes,10.94,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.25,1278.8,5.15,0,667.34,1940.99,3,Stayed,No,0,55,5974,,,Yes
6171-ZTVYB,Male,42,No,No,Yes,No,0,United States,California,San Diego,92104,"32.741499, -117.127409",32.741499,-117.127409,"47,689",Q3,Yes,1,43,,Yes,26.1,Yes,Yes,DSL,17,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,66.25,2907.35,6.41,0,1122.3,4023.24,3,Stayed,No,0,29,2168,,,Yes
1935-IMVBB,Male,43,No,No,Yes,No,0,United States,California,San Diego,92107,"32.741852, -117.243453",32.741852,-117.243453,"27,959",Q3,Yes,1,56,,Yes,3.79,No,Yes,Fiber Optic,14,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,89.7,4952.95,41.66,0,212.24,5123.53,4,Stayed,No,0,49,5955,,,Yes
2535-PBCGC,Female,21,Yes,No,Yes,No,0,United States,California,San Diego,92108,"32.774046, -117.142454",32.774046,-117.142454,"11,650",Q3,Yes,5,70,Offer A,No,0,No,Yes,Cable,46,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,64.55,4504.9,46.06,0,0,4458.84,3,Stayed,No,0,30,4858,,,Yes
1470-PSXNM,Male,27,Yes,No,Yes,Yes,2,United States,California,San Diego,92110,"32.76501, -117.19938",32.76501,-117.19938,"24,169",Q3,Yes,7,49,,Yes,36.08,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,93.65,4520.15,33.13,0,1767.92,6254.94,3,Stayed,No,0,65,5542,,,Yes
2498-XLDZR,Female,26,Yes,No,Yes,Yes,1,United States,California,San Diego,92113,"32.697098, -117.116587",32.697098,-117.116587,"47,431",Q3,Yes,1,32,,Yes,19.76,No,Yes,DSL,59,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,73.6,2316.85,12.66,0,632.32,2936.51,4,Stayed,No,0,42,4343,,,Yes
5338-YHWYT,Male,45,No,No,No,Yes,1,United States,California,San Diego,92115,"32.762506, -117.07245",32.762506,-117.07245,"56,887",Q3,No,0,37,,Yes,49.99,No,Yes,Cable,27,Yes,Yes,No,Yes,No,No,No,No,Two Year,No,Credit Card,61.45,2302.35,48.79,110,1849.63,4213.19,3,Stayed,No,0,77,5447,,,No
7718-UPSKJ,Female,59,No,No,Yes,No,0,United States,California,San Diego,92116,"32.765299, -117.122565",32.765299,-117.122565,"33,083",Q3,Yes,9,69,Offer A,Yes,24.17,No,Yes,Fiber Optic,5,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,106.4,7251.9,3.59,0,1667.73,8916.04,4,Stayed,No,0,26,4328,,,Yes
8731-WBBMB,Female,26,Yes,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,7,26,,Yes,11.23,No,Yes,Cable,48,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,81.9,2078.55,44.86,0,291.98,2325.67,4,Stayed,No,0,55,3350,,,Yes
1448-CYWKC,Female,61,No,No,Yes,Yes,3,United States,California,Coronado,92118,"32.68674, -117.186612",32.68674,-117.186612,"24,093",Q3,Yes,2,58,,Yes,43.01,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,105.2,6225.4,34.83,0,2494.58,8685.15,4,Stayed,No,0,59,4605,,,Yes
7901-IIDQV,Male,28,Yes,No,No,No,0,United States,California,San Diego,92119,"32.802959, -117.027095",32.802959,-117.027095,"21,866",Q3,No,0,24,,Yes,7.52,Yes,Yes,Cable,85,No,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,54.6,1242.25,28.42,0,180.48,1394.31,3,Stayed,No,0,51,3398,,,No
2690-DVRVK,Male,27,Yes,No,Yes,Yes,2,United States,California,San Diego,92120,"32.807867, -117.060993",32.807867,-117.060993,"25,569",Q3,Yes,1,5,,Yes,41.21,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.55,99.45,0,0,206.05,305.5,3,Stayed,No,0,54,3629,,,Yes
1270-XKUCC,Female,24,Yes,No,Yes,Yes,1,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,"34,902",Q3,Yes,1,30,,Yes,12.85,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,599.25,49.79,0,385.5,934.96,3,Stayed,No,0,38,5045,,,Yes
0334-ZFJSR,Female,41,No,No,Yes,No,0,United States,California,San Diego,92123,"32.808814, -117.134694",32.808814,-117.134694,"25,232",Q3,No,0,55,,Yes,35.38,Yes,Yes,Cable,13,Yes,Yes,No,Yes,No,No,No,No,One Year,Yes,Credit Card,66.05,3462.1,44.53,150,1945.9,5513.47,4,Stayed,No,0,68,5501,,,Yes
5583-EJXRD,Male,19,Yes,No,Yes,Yes,2,United States,California,San Diego,92127,"33.017518, -117.118456",33.017518,-117.118456,"20,046",Q3,Yes,1,44,,No,0,No,Yes,Cable,59,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,54.05,2375.2,47.45,0,0,2327.75,4,Stayed,No,0,68,4896,,,Yes
4565-EVZMJ,Female,55,No,No,No,No,0,United States,California,San Diego,92128,"33.000269, -117.072093",33.000269,-117.072093,"42,733",Q3,No,0,47,,Yes,26.35,No,Yes,Cable,5,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,58.9,2813.05,0,0,1238.45,4051.5,4,Stayed,No,0,40,5774,,,No
3327-YBAKM,Female,31,No,No,Yes,No,0,United States,California,San Diego,92131,"32.89325, -117.087091",32.89325,-117.087091,"29,283",Q3,Yes,10,64,,Yes,19.22,No,Yes,Fiber Optic,21,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,96.9,6314.35,13.37,0,1230.08,7531.06,3,Stayed,No,0,55,5369,,,Yes
9441-QHEVC,Male,61,No,No,No,No,0,United States,California,San Diego,92139,"32.677716, -117.047666",32.677716,-117.047666,"36,351",Q3,No,0,1,,Yes,44.22,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.1,19.1,0,0,44.22,63.32,4,Joined,No,0,30,2091,,,No
6705-LNMDD,Male,38,No,No,No,No,0,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,"68,776",Q3,No,0,20,Offer D,Yes,49.81,No,Yes,DSL,4,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,50,1003.05,2.81,0,996.2,1996.44,3,Stayed,No,0,46,5741,,,No
2580-ASVVY,Female,23,Yes,No,Yes,No,0,United States,California,San Ysidro,92173,"32.555828, -117.040073",32.555828,-117.040073,"28,488",Q3,Yes,1,37,,No,0,No,Yes,DSL,27,Yes,No,No,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,45.4,1593.1,44.13,0,0,1548.97,4,Stayed,No,0,33,4051,,,Yes
3370-GQEAL,Male,63,No,No,Yes,Yes,2,United States,California,Indio,92201,"33.713891, -116.237257",33.713891,-116.237257,"56,307",Q3,Yes,9,30,,Yes,21.72,Yes,Yes,Fiber Optic,19,No,No,No,No,Yes,No,No,No,Month-to-Month,No,Bank Withdrawal,85.45,2509.95,23.13,120,651.6,3258.42,3,Stayed,No,0,21,3409,,,Yes
5032-USPKF,Female,57,No,No,No,No,0,United States,California,Indio,92203,"33.752938, -116.230055",33.752938,-116.230055,"2,743",Q3,No,0,38,,Yes,25.11,Yes,Yes,DSL,13,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,84.1,3187.65,0,0,954.18,4141.83,3,Stayed,No,0,78,2604,,,No
4254-QPEDE,Female,22,Yes,No,Yes,No,0,United States,California,Banning,92220,"33.936298, -116.849577",33.936298,-116.849577,"25,859",Q3,Yes,3,52,,No,0,No,Yes,DSL,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,66.25,3330.1,0,0,0,3330.1,4,Stayed,No,0,23,4275,,,Yes
6283-GITPX,Male,20,Yes,No,No,Yes,3,United States,California,Beaumont,92223,"33.946982, -116.977672",33.946982,-116.977672,"17,721",Q3,No,0,71,Offer A,Yes,4.76,No,Yes,DSL,52,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,76.9,5522.7,0,0,337.96,5860.66,3,Stayed,No,0,26,4633,,,No
0771-CHWSK,Male,56,No,No,No,No,0,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,"23,394",Q3,No,0,66,Offer A,Yes,45.57,Yes,Yes,DSL,11,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,74.6,4798.4,0,0,3007.62,7806.02,3,Stayed,No,0,78,4838,,,No
9788-HNGUT,Male,45,No,No,Yes,No,0,United States,California,Cabazon,92230,"33.929812, -116.76058",33.929812,-116.76058,"2,355",Q3,Yes,9,72,Offer A,Yes,17.87,Yes,Yes,Fiber Optic,3,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,116.95,8594.4,0,0,1286.64,9881.04,3,Stayed,No,0,78,5949,,,Yes
9495-REDIY,Male,56,No,No,No,Yes,2,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,"27,804",Q3,No,0,25,,No,0,No,Yes,DSL,18,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,40.65,970.55,0,0,0,970.55,3,Stayed,No,0,29,5079,,,No
5375-XLDOF,Male,24,Yes,No,Yes,Yes,3,United States,California,Calipatria,92233,"33.143826, -115.497485",33.143826,-115.497485,"7,857",Q3,Yes,7,69,Offer A,Yes,37.97,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,114.35,7665.8,0,10,2619.93,10295.73,4,Stayed,No,0,51,6082,,,Yes
1172-VIYBP,Male,54,No,No,Yes,Yes,3,United States,California,Cathedral City,92234,"33.829583, -116.474131",33.829583,-116.474131,"43,141",Q3,Yes,9,53,,Yes,27.93,Yes,Yes,DSL,57,Yes,Yes,No,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,69.7,3686.05,0,0,1480.29,5166.34,3,Stayed,No,0,22,4975,,,Yes
6559-PDZLR,Male,26,Yes,No,No,No,0,United States,California,Desert Center,92239,"33.889605, -115.257009",33.889605,-115.257009,964,Q3,No,0,26,,Yes,37,No,Yes,Fiber Optic,76,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.65,2537,0,0,962,3499,3,Stayed,No,0,62,4191,,,No
8992-OBVDG,Male,25,Yes,No,No,No,0,United States,California,Desert Hot Springs,92240,"33.948558, -116.516976",33.948558,-116.516976,"22,796",Q3,No,0,21,Offer D,Yes,39.85,No,Yes,DSL,52,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,61.65,1393.6,0,0,836.85,2230.45,4,Stayed,No,0,63,2926,,,No
4273-MBHYA,Female,38,No,No,No,Yes,1,United States,California,Desert Hot Springs,92241,"33.832799, -116.250973",33.832799,-116.250973,"5,529",Q3,No,0,1,,Yes,5.36,No,Yes,Fiber Optic,19,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.35,89.35,0,0,5.36,94.71,3,Joined,No,0,38,2432,,,No
4724-WXVWF,Male,28,Yes,No,No,No,0,United States,California,Earp,92242,"34.137742, -114.36514",34.137742,-114.36514,"1,564",Q3,No,0,48,,Yes,4.15,Yes,Yes,Fiber Optic,46,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.4,4445.3,0,0,199.2,4644.5,3,Stayed,No,0,33,4334,,,No
5701-GUXDC,Female,24,Yes,No,Yes,No,0,United States,California,El Centro,92243,"32.770393, -115.60915",32.770393,-115.60915,"43,712",Q3,Yes,4,26,,No,0,No,Yes,DSL,51,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,35.4,978.6,0,0,0,978.6,3,Stayed,No,0,29,2519,,,Yes
1460-UZPRJ,Male,39,No,No,Yes,No,0,United States,California,Heber,92249,"32.730583, -115.501083",32.730583,-115.501083,"3,535",Q3,Yes,7,60,,Yes,30.14,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.95,1258.15,0,0,1808.4,3066.55,4,Stayed,No,0,72,5971,,,Yes
6082-GLJIX,Male,50,No,No,No,No,0,United States,California,Holtville,92250,"32.811001, -115.152865",32.811001,-115.152865,"8,062",Q3,No,0,18,Offer D,Yes,31.33,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.25,331.35,0,0,563.94,895.29,5,Stayed,No,0,22,4769,,,No
2495-TTHBQ,Female,52,No,No,No,Yes,1,United States,California,La Quinta,92253,"33.695532, -116.310571",33.695532,-116.310571,"23,971",Q3,No,0,4,,Yes,32.15,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.4,84.75,0,0,128.6,213.35,3,Stayed,No,0,24,5602,,,No
0485-ZBSLN,Male,52,No,No,Yes,Yes,2,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,"8,768",Q3,Yes,4,65,,Yes,36.5,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.75,1715.1,0,0,2372.5,4087.6,5,Stayed,No,0,39,6263,,,Yes
3810-PJUHR,Male,63,No,No,Yes,Yes,1,United States,California,Morongo Valley,92256,"34.097863, -116.594561",34.097863,-116.594561,"3,499",Q3,Yes,6,70,Offer A,Yes,10.46,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.35,1715.15,0,0,732.2,2447.35,3,Stayed,No,0,69,6059,,,Yes
0847-HGRML,Male,44,No,No,No,Yes,2,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,732,Q3,No,0,62,,Yes,24.48,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20,1250.1,0,0,1517.76,2767.86,3,Stayed,No,0,37,4402,,,No
8232-CTLKO,Female,58,No,No,Yes,Yes,2,United States,California,Ocotillo,92259,"32.698964, -115.886656",32.698964,-115.886656,471,Q3,Yes,9,66,Offer A,Yes,8.39,No,Yes,DSL,16,Yes,No,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,59.75,3996.8,0,0,553.74,4550.54,3,Stayed,No,0,80,5979,,,Yes
9227-YBAXE,Female,23,Yes,No,Yes,Yes,2,United States,California,Palm Desert,92260,"33.694501, -116.412711",33.694501,-116.412711,"29,340",Q3,No,0,65,Offer B,Yes,4.75,Yes,Yes,DSL,69,Yes,Yes,No,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,82.5,5215.1,0,40,308.75,5563.85,3,Stayed,No,0,26,5314,,,Yes
9860-LISIZ,Female,19,Yes,No,No,No,0,United States,California,Palm Springs,92264,"33.745746, -116.514215",33.745746,-116.514215,"18,884",Q3,No,0,34,,Yes,36.75,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,673.2,0,0,1249.5,1922.7,5,Stayed,No,0,68,2864,,,No
0112-QAWRZ,Male,49,No,No,Yes,Yes,2,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,291,Q3,Yes,8,16,Offer D,Yes,48.71,Yes,Yes,Fiber Optic,12,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,90.8,1442.2,0,0,779.36,2221.56,3,Stayed,No,0,66,5560,,,Yes
4043-MKDTV,Male,54,No,No,Yes,No,0,United States,California,Rancho Mirage,92270,"33.763678, -116.429928",33.763678,-116.429928,"12,465",Q3,Yes,10,71,Offer A,Yes,37.69,No,Yes,Fiber Optic,8,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.25,7291.75,0,0,2675.99,9967.74,5,Stayed,No,0,31,6319,,,Yes
9229-RQABD,Male,45,No,No,No,No,0,United States,California,Salton City,92275,"33.28156, -115.955541",33.28156,-115.955541,799,Q3,No,0,18,Offer D,Yes,12.97,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,23.75,424.5,0,0,233.46,657.96,4,Stayed,No,0,70,3076,,,No
8313-KTIHG,Male,54,No,No,No,No,0,United States,California,Thousand Palms,92276,"33.849263, -116.382778",33.849263,-116.382778,"6,242",Q3,No,0,4,,Yes,37.7,No,Yes,DSL,2,No,No,No,Yes,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,61.3,249.4,0,10,150.8,410.2,3,Stayed,No,0,58,5281,,,No
5320-BRKGK,Female,28,Yes,No,Yes,Yes,2,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,1,58,Offer B,Yes,2.87,Yes,Yes,DSL,69,Yes,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,75.8,4415.75,0,0,166.46,4582.21,3,Stayed,No,0,62,4292,,,Yes
6284-KMNUF,Female,33,No,No,Yes,No,0,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,"14,104",Q3,Yes,10,56,Offer B,Yes,37.5,Yes,Yes,Fiber Optic,11,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,98,5270.6,0,0,2100,7370.6,3,Stayed,No,0,25,4615,,,Yes
6229-UOLQL,Male,24,Yes,No,Yes,Yes,2,United States,California,White Water,92282,"33.972293, -116.654195",33.972293,-116.654195,805,Q3,Yes,8,56,Offer B,No,0,No,Yes,Cable,41,Yes,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,52,2884.9,0,0,0,2884.9,3,Stayed,No,0,55,5845,,,Yes
3137-LUPIX,Female,58,No,No,No,No,0,United States,California,Yucca Valley,92284,"34.159534, -116.425984",34.159534,-116.425984,"20,486",Q3,No,0,4,,Yes,1.1,Yes,Yes,Cable,19,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,64.4,253,0,0,4.4,257.4,4,Stayed,No,0,61,3334,,,No
6143-JQKEA,Male,34,No,No,No,No,0,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,"18,980",Q3,No,0,10,,Yes,15.45,No,Yes,Cable,22,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.8,436.2,0,0,154.5,590.7,3,Stayed,No,0,80,5586,,,No
8676-OOQEJ,Male,52,No,No,No,No,0,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,42,Q3,No,0,4,,No,0,No,Yes,Cable,22,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,30.5,118.4,0,0,0,118.4,4,Stayed,No,0,29,3030,,,No
9701-CDXHR,Female,63,No,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,51,Offer B,Yes,45.76,No,Yes,Fiber Optic,13,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,69.15,3649.6,0,110,2333.76,6093.36,4,Stayed,No,0,55,5187,,,Yes
8124-NZVGJ,Female,29,Yes,No,No,No,0,United States,California,Baker,92309,"35.28952, -116.092214",35.28952,-116.092214,904,Q3,No,0,6,,No,0,No,Yes,Cable,48,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,49.25,255.6,0,0,0,255.6,3,Stayed,No,0,52,2979,,,No
2162-FRZAA,Male,45,No,No,Yes,Yes,2,United States,California,Fort Irwin,92310,"35.349241, -116.770281",35.349241,-116.770281,"9,465",Q3,Yes,7,63,Offer B,No,0,No,Yes,DSL,16,No,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,39.35,2395.05,0,0,0,2395.05,5,Stayed,No,0,24,5374,,,Yes
5118-MUEYH,Female,22,Yes,No,Yes,No,0,United States,California,Grand Terrace,92313,"34.029175, -117.307211",34.029175,-117.307211,"11,024",Q3,Yes,4,48,Offer B,Yes,39.25,Yes,Yes,Fiber Optic,51,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,105.1,5083.55,0,0,1884,6967.55,3,Stayed,No,0,42,3109,,,Yes
5627-TVBPP,Female,44,No,No,No,Yes,1,United States,California,Big Bear Lake,92315,"34.242058, -116.89802",34.242058,-116.89802,"5,447",Q3,No,0,35,,Yes,25.52,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.1,644.5,0,0,893.2,1537.7,4,Stayed,No,0,72,3726,,,No
3936-QQFLL,Male,58,No,No,No,No,0,United States,California,Calimesa,92320,"33.982787, -117.057627",33.982787,-117.057627,"7,334",Q3,No,0,2,,Yes,1.97,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,39.3,0,0,3.94,43.24,4,Joined,No,0,67,4064,,,No
2589-AYCRP,Female,63,No,No,No,No,0,United States,California,Cedar Glen,92321,"34.255203, -117.175654",34.255203,-117.175654,455,Q3,No,0,50,Offer B,Yes,37.95,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.75,989.05,0,0,1897.5,2886.55,4,Stayed,No,0,71,4934,,,No
4067-HLYQI,Female,43,No,No,No,No,0,United States,California,Colton,92324,"34.030915, -117.273201",34.030915,-117.273201,"52,202",Q3,No,0,33,,Yes,49.45,No,Yes,Fiber Optic,19,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,70.4,2406.1,0,60,1631.85,4097.95,4,Stayed,No,0,29,4860,,,No
5124-EOGYE,Male,59,No,No,No,No,0,United States,California,Crestline,92325,"34.248061, -117.29028",34.248061,-117.29028,"10,484",Q3,No,0,31,,Yes,34.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.45,638.55,0,0,1071.67,1710.22,3,Stayed,No,0,35,2598,,,No
5057-RKGLH,Female,22,Yes,No,Yes,Yes,1,United States,California,Daggett,92327,"34.875144, -116.821698",34.875144,-116.821698,678,Q3,Yes,9,9,,Yes,30.83,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.35,191.1,0,0,277.47,468.57,3,Stayed,No,0,70,5352,,,Yes
0292-WEGCH,Female,40,No,No,Yes,Yes,2,United States,California,Death Valley,92328,"36.27688, -117.033326",36.27688,-117.033326,443,Q3,Yes,7,54,Offer B,Yes,4.33,Yes,Yes,DSL,12,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,86.2,4524.05,0,0,233.82,4757.87,3,Stayed,No,0,45,6275,,,Yes
8910-ICHIU,Female,27,Yes,No,No,No,0,United States,California,Essex,92332,"34.9436, -115.287901",34.9436,-115.287901,115,Q3,No,0,46,Offer B,Yes,30.6,No,Yes,Fiber Optic,59,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,95.65,4664.2,0,0,1407.6,6071.8,3,Stayed,No,0,54,4727,,,No
4097-YODCF,Male,35,No,No,No,Yes,1,United States,California,Fawnskin,92333,"34.274846, -116.937581",34.274846,-116.937581,414,Q3,No,0,34,Offer C,Yes,4.28,Yes,Yes,Fiber Optic,16,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.8,3470.8,0,0,145.52,3616.32,4,Stayed,No,0,78,5382,,,No
9715-WZCLW,Male,28,Yes,No,Yes,Yes,2,United States,California,Fontana,92335,"34.087558, -117.464096",34.087558,-117.464096,"82,630",Q3,Yes,7,71,Offer A,Yes,39.09,Yes,Yes,Fiber Optic,69,Yes,No,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,97.2,6910.3,0,0,2775.39,9685.69,3,Stayed,No,0,43,4603,,,Yes
9786-YWNHU,Female,62,No,No,Yes,Yes,2,United States,California,Fontana,92336,"34.136367, -117.460803",34.136367,-117.460803,"54,586",Q3,Yes,6,63,Offer B,Yes,1.18,No,Yes,DSL,27,Yes,Yes,Yes,Yes,No,No,No,No,Two Year,No,Credit Card,63.55,4014.2,0,90,74.34,4178.54,3,Stayed,No,0,48,5733,,,Yes
6407-GSJNL,Female,56,No,No,No,No,0,United States,California,Fontana,92337,"34.049671, -117.468896",34.049671,-117.468896,"29,847",Q3,No,0,51,Offer B,Yes,44.35,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.95,1288,0,0,2261.85,3549.85,5,Stayed,No,0,77,5458,,,No
4049-ZPALD,Female,35,No,No,Yes,No,0,United States,California,Forest Falls,92339,"34.067699, -116.903891",34.067699,-116.903891,958,Q3,Yes,7,64,Offer B,Yes,35.92,No,Yes,Fiber Optic,11,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99,6375.8,0,0,2298.88,8674.68,4,Stayed,No,0,68,5483,,,Yes
6833-JMZYP,Female,54,No,No,No,No,0,United States,California,Hesperia,92345,"34.361387, -117.337509",34.361387,-117.337509,"68,515",Q3,No,0,15,,Yes,15.28,No,Yes,Fiber Optic,16,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94,1505.45,0,0,229.2,1734.65,3,Stayed,No,0,77,4521,,,No
1310-QRITU,Female,40,No,No,No,No,0,United States,California,Hinkley,92347,"34.983808, -117.239306",34.983808,-117.239306,"1,933",Q3,No,0,18,,Yes,38.32,Yes,Yes,DSL,20,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.3,913.3,0,0,689.76,1603.06,3,Stayed,No,0,65,5877,,,No
8961-QDZZJ,Female,35,No,No,Yes,Yes,2,United States,California,Lake Arrowhead,92352,"34.2565, -117.19335",34.2565,-117.19335,"9,793",Q3,Yes,3,57,Offer B,Yes,42.18,No,Yes,Fiber Optic,22,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,95,5535.8,0,0,2404.26,7940.06,5,Stayed,No,0,70,6245,,,Yes
9715-SBVSU,Male,20,Yes,No,Yes,Yes,1,United States,California,Loma Linda,92354,"34.049315, -117.255974",34.049315,-117.255974,"18,068",Q3,Yes,3,14,,Yes,10.74,No,Yes,DSL,59,Yes,Yes,No,No,No,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,61.4,815.55,0,20,150.36,985.91,4,Stayed,No,0,22,3186,,,Yes
7929-SKFGK,Male,23,Yes,No,Yes,No,0,United States,California,Mentone,92359,"34.103578, -117.04054",34.103578,-117.04054,"7,324",Q3,Yes,10,70,Offer A,Yes,21.68,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,114.3,8244.3,0,0,1517.6,9761.9,4,Stayed,No,0,24,4280,,,Yes
2300-RQGOI,Female,33,No,No,No,No,0,United States,California,Needles,92363,"34.711224, -114.702256",34.711224,-114.702256,"5,488",Q3,No,0,38,Offer C,Yes,41.63,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,741.5,0,0,1581.94,2323.44,5,Stayed,No,0,62,2295,,,No
3563-SVYLG,Male,38,No,No,Yes,Yes,1,United States,California,Nipton,92364,"35.478736, -115.516984",35.478736,-115.516984,162,Q3,Yes,4,68,Offer A,Yes,36.51,No,Yes,DSL,24,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,62.65,4375.8,0,0,2482.68,6858.48,3,Stayed,No,0,59,5215,,,Yes
4998-IKFSE,Female,27,Yes,No,No,No,0,United States,California,Phelan,92371,"34.441123, -117.537886",34.441123,-117.537886,"12,463",Q3,No,0,30,Offer C,Yes,34.49,Yes,Yes,Fiber Optic,59,No,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,100.45,3096.9,0,80,1034.7,4211.6,5,Stayed,No,0,32,3936,,,No
8630-QSGXK,Male,39,No,No,Yes,No,0,United States,California,Pinon Hills,92372,"34.459322, -117.629729",34.459322,-117.629729,"4,280",Q3,Yes,10,51,Offer B,Yes,9.99,Yes,Yes,DSL,5,No,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,75.2,3901.25,0,0,509.49,4410.74,3,Stayed,No,0,59,4708,,,Yes
2455-USLMV,Female,30,No,No,No,No,0,United States,California,Redlands,92373,"34.003243, -117.138286",34.003243,-117.138286,"31,230",Q3,No,0,31,Offer C,Yes,24.21,Yes,Yes,Fiber Optic,48,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,84.75,2613.4,0,0,750.51,3363.91,3,Stayed,No,0,35,3727,,,No
9488-FVZCC,Female,35,No,No,Yes,Yes,1,United States,California,Rialto,92376,"34.109775, -117.378904",34.109775,-117.378904,"75,882",Q3,Yes,5,72,Offer A,Yes,32.59,Yes,Yes,DSL,14,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,79.5,5661.7,0,0,2346.48,8008.18,3,Stayed,No,0,78,4390,,,Yes
5995-WWKKG,Female,62,No,No,No,No,0,United States,California,Running Springs,92382,"34.186211, -117.07683",34.186211,-117.07683,"5,395",Q3,No,0,37,Offer C,Yes,30.17,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.8,695.05,0,0,1116.29,1811.34,5,Stayed,No,0,31,5987,,,No
7879-CGSFV,Male,19,Yes,No,No,No,0,United States,California,Sugarloaf,92386,"34.243088, -116.830015",34.243088,-116.830015,"1,834",Q3,No,0,55,Offer B,Yes,42.19,No,Yes,Fiber Optic,51,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.9,5552.05,0,0,2320.45,7872.5,4,Stayed,No,0,22,5101,,,No
9921-EZKBY,Male,55,No,No,No,Yes,3,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,33,Offer C,Yes,10.36,Yes,Yes,Fiber Optic,53,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.3,3275.15,0,0,341.88,3617.03,4,Stayed,No,0,38,3087,,,No
7432-FFVAR,Female,23,Yes,No,Yes,Yes,3,United States,California,Victorville,92392,"34.486835, -117.362274",34.486835,-117.362274,"63,235",Q3,Yes,2,46,Offer B,Yes,6.26,No,Yes,Fiber Optic,48,No,No,Yes,Yes,No,Yes,Yes,No,One Year,No,Bank Withdrawal,90.95,4236.6,0,50,287.96,4574.56,5,Stayed,No,0,38,5187,,,Yes
7246-ZGQDF,Female,63,No,No,No,Yes,3,United States,California,Victorville,92394,"34.567058, -117.362329",34.567058,-117.362329,"12,083",Q3,No,0,1,,Yes,33.21,No,Yes,DSL,75,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.5,54.5,0,0,33.21,87.71,3,Joined,No,0,54,4359,,,No
4456-RHSNB,Female,43,No,No,Yes,Yes,1,United States,California,San Bernardino,92401,"34.105935, -117.2914",34.105935,-117.2914,"1,779",Q3,Yes,3,19,,Yes,7.42,No,Yes,DSL,17,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.6,962.9,0,0,140.98,1103.88,3,Stayed,No,0,27,5735,,,Yes
2481-SBOYW,Female,62,No,No,No,Yes,1,United States,California,San Bernardino,92405,"34.142747, -117.300864",34.142747,-117.300864,"24,644",Q3,No,0,61,Offer B,Yes,32.05,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25,1498.35,0,0,1955.05,3453.4,4,Stayed,No,0,54,4673,,,No
7109-MFBYV,Male,28,Yes,No,No,No,0,United States,California,San Bernardino,92407,"34.250069, -117.393949",34.250069,-117.393949,"49,355",Q3,No,0,26,Offer C,Yes,29.07,No,Yes,Cable,42,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.45,1233.15,0,0,755.82,1988.97,3,Stayed,No,0,68,5451,,,No
1833-TCXKK,Male,50,No,No,Yes,No,0,United States,California,San Bernardino,92408,"34.084909, -117.258107",34.084909,-117.258107,"12,149",Q3,No,0,45,Offer B,Yes,29.81,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,107.75,4882.8,0,0,1341.45,6224.25,5,Stayed,No,0,27,3301,,,Yes
1832-PEUTS,Male,23,Yes,No,Yes,Yes,2,United States,California,San Bernardino,92410,"34.106922, -117.297553",34.106922,-117.297553,"44,556",Q3,Yes,4,62,Offer B,Yes,37.75,Yes,Yes,Fiber Optic,73,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,89.1,5411.65,0,0,2340.5,7752.15,4,Stayed,No,0,68,5995,,,Yes
8660-BUETV,Female,37,No,No,No,No,0,United States,California,Riverside,92501,"33.994676, -117.372498",33.994676,-117.372498,"18,999",Q3,No,0,3,,Yes,34.89,No,Yes,Cable,13,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,44.75,148.05,0,10,104.67,262.72,5,Joined,No,0,20,3422,,,No
0580-PIQHM,Female,21,Yes,No,Yes,Yes,1,United States,California,Riverside,92503,"33.890046, -117.455583",33.890046,-117.455583,"71,678",Q3,Yes,7,41,Offer B,Yes,14.73,Yes,Yes,Fiber Optic,82,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,101.6,3930.55,0,0,603.93,4534.48,3,Stayed,No,0,52,3275,,,Yes
5696-CEIQJ,Male,31,No,No,Yes,Yes,3,United States,California,Riverside,92504,"33.9108, -117.398153",33.9108,-117.398153,"46,550",Q3,Yes,4,67,Offer A,Yes,13.26,No,Yes,Fiber Optic,76,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,103.15,6895.5,0,0,888.42,7783.92,3,Stayed,No,0,40,4376,,,Yes
1696-HXOWK,Female,53,No,No,Yes,No,0,United States,California,Riverside,92506,"33.930931, -117.361788",33.930931,-117.361788,"42,425",Q3,Yes,6,71,Offer A,Yes,5.22,Yes,Yes,Fiber Optic,10,Yes,Yes,No,No,Yes,No,No,Yes,One Year,No,Credit Card,95.65,6856.95,0,0,370.62,7227.57,3,Stayed,No,0,65,5856,,,Yes
3026-ATZYV,Female,32,No,No,Yes,Yes,2,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,"48,649",Q3,Yes,3,37,Offer C,Yes,1.12,No,Yes,Cable,23,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,75.1,2658.8,0,0,41.44,2700.24,3,Stayed,No,0,64,4131,,,Yes
4012-YCFAI,Male,45,No,No,Yes,No,0,United States,California,Riverside,92508,"33.885499, -117.324959",33.885499,-117.324959,"17,147",Q3,Yes,5,60,,Yes,22.22,No,Yes,DSL,16,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,61.35,3766.2,0,0,1333.2,5099.4,3,Stayed,No,0,79,6174,,,Yes
9970-QBCDA,Female,50,No,No,No,No,0,United States,California,March Air Reserve Base,92518,"33.888323, -117.277533",33.888323,-117.277533,"1,005",Q3,No,0,6,Offer E,Yes,31.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.7,129.55,0,0,186.12,315.67,5,Stayed,No,0,74,5387,,,No
9496-IVVRP,Female,42,No,No,Yes,Yes,3,United States,California,Lake Elsinore,92532,"33.705836, -117.318204",33.705836,-117.318204,"4,546",Q3,Yes,8,11,,Yes,44.84,No,Yes,DSL,57,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,51,581.7,0,60,493.24,1134.94,3,Stayed,No,0,49,5777,,,Yes
2657-VPXTA,Female,45,No,No,Yes,Yes,3,United States,California,Anza,92539,"33.527605, -116.666551",33.527605,-116.666551,"3,745",Q3,Yes,8,10,,Yes,32.76,No,Yes,Fiber Optic,51,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,88.85,929.45,0,0,327.6,1257.05,4,Stayed,No,0,54,4531,,,Yes
6551-VLJMV,Male,44,No,No,Yes,No,0,United States,California,Hemet,92543,"33.739415, -116.968339",33.739415,-116.968339,"29,687",Q3,Yes,6,34,Offer C,Yes,4.42,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,679,0,0,150.28,829.28,3,Stayed,No,0,29,2236,,,Yes
1221-GHZEP,Female,45,No,No,No,No,0,United States,California,Hemet,92544,"33.644585, -116.871544",33.644585,-116.871544,"39,264",Q3,No,0,62,,Yes,23.18,No,Yes,DSL,18,Yes,No,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,65.1,3846.75,0,0,1437.16,5283.91,3,Stayed,No,0,47,5172,,,No
9289-LBQVU,Male,24,Yes,No,Yes,No,0,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,"25,694",Q3,Yes,5,64,,Yes,32.93,Yes,Yes,DSL,26,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,70.15,4480.7,0,0,2107.52,6588.22,4,Stayed,No,0,49,5037,,,Yes
3458-IDMFK,Male,29,Yes,No,No,No,0,United States,California,Idyllwild,92549,"33.755039, -116.741796",33.755039,-116.741796,"3,588",Q3,No,0,25,Offer C,Yes,29.38,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.75,499.4,0,0,734.5,1233.9,3,Stayed,No,0,74,5161,,,No
6933-FHBZC,Female,30,No,No,No,No,0,United States,California,Moreno Valley,92551,"33.88274, -117.224878",33.88274,-117.224878,"22,983",Q3,No,0,26,Offer C,Yes,35.75,No,Yes,Cable,71,No,Yes,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,56.05,1553.2,0,0,929.5,2482.7,4,Stayed,No,0,46,3079,,,No
0221-NAUXK,Male,22,Yes,No,No,Yes,1,United States,California,Moreno Valley,92553,"33.923149, -117.244933",33.923149,-117.244933,"61,205",Q3,No,0,10,,Yes,7.86,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.95,219.5,0,0,78.6,298.1,5,Stayed,No,0,48,3044,,,No
9770-KXGQU,Female,52,No,No,No,No,0,United States,California,Moreno Valley,92555,"33.907361, -117.109972",33.907361,-117.109972,"12,743",Q3,No,0,53,,Yes,29.39,Yes,Yes,Fiber Optic,12,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,98.6,5311.85,0,0,1557.67,6869.52,3,Stayed,No,0,20,4635,,,No
6538-POCHL,Male,59,No,No,No,No,0,United States,California,Mountain Center,92561,"33.638645, -116.55783",33.638645,-116.55783,"1,500",Q3,No,0,33,Offer C,Yes,17.63,No,Yes,Fiber Optic,19,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,79,2576.8,0,0,581.79,3158.59,3,Stayed,No,0,21,4396,,,No
3002-WQZWT,Female,25,Yes,No,No,No,0,United States,California,Murrieta,92563,"33.581045, -117.14719",33.581045,-117.14719,"18,311",Q3,No,0,29,Offer C,Yes,16.38,Yes,Yes,Fiber Optic,82,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.2,1993.25,0,0,475.02,2468.27,5,Stayed,No,0,55,3982,,,No
4277-UDIEF,Male,51,No,No,Yes,Yes,3,United States,California,Nuevo,92567,"33.82769, -117.102244",33.82769,-117.102244,"7,344",Q3,Yes,3,24,Offer C,Yes,45.68,Yes,Yes,Cable,26,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,81,1923.85,0,0,1096.32,3020.17,3,Stayed,No,0,50,3019,,,Yes
1208-NBVFH,Male,63,No,No,Yes,Yes,1,United States,California,Perris,92570,"33.787298, -117.320676",33.787298,-117.320676,"36,817",Q3,Yes,5,20,,Yes,13.18,No,Yes,Cable,10,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.6,939.8,0,0,263.6,1203.4,3,Stayed,No,0,68,3235,,,Yes
4912-PIGUY,Female,44,No,No,No,No,0,United States,California,Perris,92571,"33.828289, -117.201666",33.828289,-117.201666,"26,357",Q3,No,0,1,Offer E,Yes,7.34,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,84.6,84.6,0,0,7.34,91.94,3,Joined,No,0,46,2196,,,No
2725-TTRIQ,Female,45,No,No,Yes,Yes,3,United States,California,Menifee,92584,"33.653338, -117.178271",33.653338,-117.178271,"14,068",Q3,Yes,10,72,Offer A,Yes,37.84,Yes,Yes,Cable,53,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.2,5986.55,0,0,2724.48,8711.03,3,Stayed,No,0,69,5598,,,Yes
3374-TTZTK,Male,26,Yes,No,Yes,No,0,United States,California,Sun City,92585,"33.739412, -117.173334",33.739412,-117.173334,"8,692",Q3,Yes,4,52,,Yes,49.82,No,Yes,Fiber Optic,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,106.3,5487,0,0,2590.64,8077.64,3,Stayed,No,0,36,4969,,,Yes
8990-ZXLSU,Female,63,No,No,No,No,0,United States,California,Sun City,92586,"33.707483, -117.200006",33.707483,-117.200006,"18,161",Q3,No,0,9,Offer E,Yes,29.87,No,Yes,Fiber Optic,5,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,69.05,651.5,0,0,268.83,920.33,3,Stayed,No,0,50,5121,,,No
2275-RBYQS,Female,38,No,No,No,No,0,United States,California,Sun City,92587,"33.69887, -117.25071",33.69887,-117.25071,"13,151",Q3,No,0,1,Offer E,Yes,49.33,No,Yes,DSL,21,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.4,45.4,0,0,49.33,94.73,3,Joined,No,0,50,4916,,,No
4419-UJMUS,Male,55,No,No,Yes,Yes,1,United States,California,Wildomar,92595,"33.617108, -117.253349",33.617108,-117.253349,"19,368",Q3,No,0,69,Offer A,Yes,8.46,Yes,Yes,Fiber Optic,21,No,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.35,6856.45,0,0,583.74,7440.19,4,Stayed,No,0,73,4637,,,Yes
7794-JASDG,Male,37,No,No,No,No,0,United States,California,Winchester,92596,"33.657433, -117.04254",33.657433,-117.04254,"4,093",Q3,No,0,1,Offer E,Yes,45.77,No,Yes,DSL,20,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.75,50.75,0,0,45.77,96.52,3,Joined,No,0,80,2250,,,No
7609-YBPXG,Male,60,No,No,No,No,0,United States,California,Irvine,92602,"33.720359, -117.733655",33.720359,-117.733655,"2,762",Q3,No,0,54,,Yes,18.54,Yes,Yes,DSL,26,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Bank Withdrawal,87.1,4735.2,0,80,1001.16,5816.36,3,Stayed,No,0,44,5418,,,No
5519-TEEUH,Male,51,No,No,No,Yes,3,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,"27,369",Q3,No,0,33,Offer C,Yes,21.16,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.15,682.15,0,0,698.28,1380.43,3,Stayed,No,0,57,5759,,,No
0804-XBFBV,Female,49,No,No,No,Yes,1,United States,California,Foothill Ranch,92610,"33.698728, -117.67768",33.698728,-117.67768,"10,936",Q3,No,0,11,,No,0,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,25.2,321.05,0,0,0,321.05,3,Stayed,No,0,57,5916,,,No
2676-OXPPQ,Male,22,Yes,No,No,No,0,United States,California,Irvine,92612,"33.643095, -117.810896",33.643095,-117.810896,"41,062",Q3,No,0,6,,Yes,3.16,No,Yes,DSL,41,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,55.7,335.65,0,0,18.96,354.61,3,Stayed,No,0,45,2482,,,No
3703-TTEPD,Male,28,Yes,No,No,No,0,United States,California,Irvine,92614,"33.680302, -117.833296",33.680302,-117.833296,"22,499",Q3,No,0,21,,Yes,16.16,No,Yes,DSL,42,Yes,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,65.35,1424.4,0,0,339.36,1763.76,3,Stayed,No,0,45,2887,,,No
2799-TSLAG,Female,25,Yes,No,Yes,Yes,3,United States,California,Irvine,92618,"33.667145, -117.732135",33.667145,-117.732135,"6,301",Q3,Yes,9,65,,Yes,34.03,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.3,1748.55,0,0,2211.95,3960.5,4,Stayed,No,0,51,4533,,,Yes
2208-NKVVH,Male,60,No,No,Yes,Yes,2,United States,California,Costa Mesa,92626,"33.678591, -117.905471",33.678591,-117.905471,"48,207",Q3,Yes,4,43,,Yes,2.81,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.25,1077.95,0,0,120.83,1198.78,4,Stayed,No,0,51,4432,,,Yes
7139-JZFVG,Male,37,No,No,Yes,Yes,2,United States,California,Huntington Beach,92646,"33.666301, -117.969501",33.666301,-117.969501,"56,517",Q3,Yes,7,60,,Yes,43.24,No,Yes,DSL,28,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,60.5,3694.45,0,0,2594.4,6288.85,3,Stayed,No,0,43,6026,,,Yes
4987-GQWPO,Male,48,No,No,No,No,0,United States,California,Huntington Beach,92647,"33.723579, -118.005441",33.723579,-118.005441,"58,764",Q3,No,0,17,,No,0,No,Yes,DSL,11,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25.1,382.8,0,0,0,382.8,4,Stayed,No,0,33,4580,,,No
1757-TCATG,Male,24,Yes,No,Yes,Yes,1,United States,California,Huntington Beach,92649,"33.721917, -118.043237",33.721917,-118.043237,"32,304",Q3,Yes,4,35,Offer C,Yes,41.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.05,746.75,0,0,1435.7,2182.45,3,Stayed,No,0,49,3942,,,Yes
4776-XSKYQ,Female,48,No,No,Yes,Yes,1,United States,California,Laguna Hills,92653,"33.606899, -117.717854",33.606899,-117.717854,"48,273",Q3,Yes,4,12,,No,0,No,Yes,DSL,22,No,No,No,Yes,No,No,No,Yes,One Year,No,Credit Card,30.25,368.85,0,0,0,368.85,4,Stayed,No,0,64,5988,,,Yes
8048-DSDFQ,Male,63,No,No,No,No,0,United States,California,Midway City,92655,"33.744439, -117.98588",33.744439,-117.98588,"8,660",Q3,No,0,1,,Yes,13.08,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.2,20.2,0,0,13.08,33.28,5,Joined,No,0,42,4496,,,No
5753-QQWPW,Female,57,No,No,No,No,0,United States,California,Aliso Viejo,92656,"33.571259, -117.731917",33.571259,-117.731917,"41,237",Q3,No,0,28,Offer C,Yes,11.32,No,Yes,DSL,11,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,59.9,1654.7,0,0,316.96,1971.66,3,Stayed,No,0,69,4131,,,No
6010-DDPPW,Male,61,No,No,Yes,No,0,United States,California,Newport Coast,92657,"33.603282, -117.821841",33.603282,-117.821841,"5,597",Q3,Yes,7,70,Offer A,Yes,9.03,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.15,1940.85,0,0,632.1,2572.95,4,Stayed,No,0,30,4279,,,Yes
6693-FRIRW,Male,61,No,No,No,No,0,United States,California,Newport Beach,92661,"33.601309, -117.902304",33.601309,-117.902304,"4,242",Q3,No,0,18,,Yes,7.56,No,Yes,Fiber Optic,20,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,101.3,1794.65,0,0,136.08,1930.73,3,Stayed,No,0,80,5948,,,No
6586-MYGKD,Male,46,No,No,Yes,No,0,United States,California,Newport Beach,92662,"33.606336, -117.893042",33.606336,-117.893042,"3,124",Q3,Yes,1,70,Offer A,Yes,18.26,Yes,Yes,DSL,18,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,76.95,5289.8,0,0,1278.2,6568,3,Stayed,No,0,47,6280,,,Yes
3173-NVMPX,Female,51,No,No,Yes,Yes,3,United States,California,Newport Beach,92663,"33.62251, -117.927024",33.62251,-117.927024,"22,133",Q3,Yes,1,9,,Yes,23.36,Yes,Yes,DSL,22,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.3,501.2,0,0,210.24,711.44,5,Stayed,No,0,80,4291,,,Yes
0623-GDISB,Female,63,No,No,No,No,0,United States,California,San Clemente,92673,"33.4725, -117.584273",33.4725,-117.584273,"15,297",Q3,No,0,1,,Yes,16.42,No,Yes,Cable,21,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,48.45,48.45,0,0,16.42,64.87,3,Joined,No,0,27,5838,,,No
2892-GESUL,Female,20,Yes,No,Yes,Yes,3,United States,California,San Juan Capistrano,92675,"33.521447, -117.602555",33.521447,-117.602555,"34,321",Q3,Yes,5,18,,Yes,20,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.35,309.25,0,0,360,669.25,5,Stayed,No,0,36,2269,,,Yes
2043-WVTQJ,Male,61,No,No,Yes,No,0,United States,California,Westminster,92683,"33.752591, -117.993661",33.752591,-117.993661,"88,230",Q3,Yes,10,1,,Yes,17.68,No,Yes,Cable,9,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,55.7,55.7,0,0,17.68,73.38,4,Joined,No,0,36,5664,,,Yes
8034-RYTVV,Female,19,Yes,No,No,No,0,United States,California,Rancho Santa Margarita,92688,"33.624654, -117.611733",33.624654,-117.611733,"42,193",Q3,No,0,55,,Yes,44.85,Yes,Yes,Fiber Optic,48,Yes,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,84.25,4589.85,0,0,2466.75,7056.6,4,Stayed,No,0,30,5735,,,No
3863-QSTYI,Male,60,No,No,No,No,0,United States,California,Mission Viejo,92691,"33.611945, -117.665867",33.611945,-117.665867,"46,371",Q3,No,0,59,,Yes,16.8,No,Yes,Cable,18,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,64.65,3735.45,0,0,991.2,4726.65,3,Stayed,No,0,38,5687,,,No
5044-LRQAQ,Female,19,Yes,No,Yes,No,0,United States,California,Ladera Ranch,92694,"33.569186, -117.640055",33.569186,-117.640055,350,Q3,Yes,8,7,,Yes,41.22,No,Yes,Fiber Optic,73,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,69.2,477.55,0,0,288.54,766.09,3,Stayed,No,0,73,2551,,,Yes
1716-LSAMB,Male,21,Yes,No,Yes,Yes,1,United States,California,Santa Ana,92701,"33.748478, -117.858918",33.748478,-117.858918,"58,157",Q3,Yes,1,45,,Yes,45.21,No,Yes,Cable,59,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,54.65,2553.7,0,0,2034.45,4588.15,3,Stayed,No,0,39,5083,,,Yes
1333-PBMXB,Female,40,No,No,Yes,Yes,2,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,"70,011",Q3,Yes,1,54,,Yes,28.87,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.75,1342.15,0,0,1558.98,2901.13,3,Stayed,No,0,70,6466,,,Yes
6546-OPBBH,Male,40,No,No,Yes,Yes,3,United States,California,Santa Ana,92704,"33.719869, -117.907063",33.719869,-117.907063,"91,188",Q3,Yes,1,51,,Yes,42.55,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,23.95,1216.35,0,0,2170.05,3386.4,5,Stayed,No,0,26,5895,,,Yes
9127-QRZMH,Male,39,No,No,Yes,No,0,United States,California,Santa Ana,92706,"33.765893, -117.881533",33.765893,-117.881533,"37,879",Q3,Yes,1,44,,Yes,17.61,No,Yes,DSL,24,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,59.85,2603.95,0,0,774.84,3378.79,3,Stayed,No,0,35,5981,,,Yes
5919-VCZYM,Male,19,Yes,No,No,No,0,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,"62,634",Q3,No,0,2,,Yes,40.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,42.7,0,0,80.56,123.26,5,Joined,No,0,58,4394,,,No
9644-KVCNC,Female,49,No,No,No,No,0,United States,California,Fountain Valley,92708,"33.712036, -117.950113",33.712036,-117.950113,"54,548",Q3,No,0,66,Offer A,Yes,19.68,Yes,Yes,Fiber Optic,28,No,No,Yes,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,92.15,6056.9,0,0,1298.88,7355.78,4,Stayed,No,0,77,4928,,,No
2137-DQMEV,Male,39,No,No,Yes,Yes,2,United States,California,Tustin,92780,"33.735802, -117.818805",33.735802,-117.818805,"55,062",Q3,Yes,1,68,Offer A,No,0,No,Yes,DSL,19,Yes,Yes,No,No,Yes,No,No,Yes,One Year,No,Credit Card,44.8,2983.65,0,0,0,2983.65,3,Stayed,No,0,68,4112,,,Yes
8174-LNWMW,Female,52,No,No,No,No,0,United States,California,Tustin,92782,"33.738543, -117.785046",33.738543,-117.785046,"17,494",Q3,No,0,31,,Yes,26.16,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.9,689.35,0,0,810.96,1500.31,5,Stayed,No,0,46,5581,,,No
7964-VEXDG,Male,61,No,No,No,Yes,2,United States,California,Anaheim,92802,"33.807864, -117.923782",33.807864,-117.923782,"45,086",Q3,No,0,21,Offer D,Yes,13.39,Yes,Yes,Fiber Optic,24,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.35,1747.2,0,0,281.19,2028.39,3,Stayed,No,0,62,4579,,,No
2404-JIBFC,Female,37,No,No,Yes,Yes,3,United States,California,Anaheim,92804,"33.818, -117.974404",33.818,-117.974404,"81,333",Q3,Yes,1,55,,Yes,8.39,Yes,Yes,DSL,52,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,85.1,4657.95,0,0,461.45,5119.4,3,Stayed,No,0,67,5661,,,Yes
4632-PAOYU,Male,37,No,No,Yes,Yes,1,United States,California,Anaheim,92808,"33.850452, -117.726668",33.850452,-117.726668,"19,629",Q3,Yes,1,22,Offer D,Yes,37.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.95,433.5,0,0,822.8,1256.3,3,Stayed,No,0,61,2233,,,Yes
2990-OGYTD,Female,41,No,No,Yes,No,0,United States,California,Fullerton,92831,"33.879983, -117.895482",33.879983,-117.895482,"34,592",Q3,Yes,1,67,Offer A,Yes,3.2,Yes,Yes,DSL,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,86.15,5883.85,0,0,214.4,6098.25,5,Stayed,No,0,31,5037,,,Yes
7880-XSOJX,Male,50,No,No,No,No,0,United States,California,Garden Grove,92840,"33.787165, -117.931889",33.787165,-117.931889,"50,641",Q3,No,0,4,,No,0,No,Yes,DSL,23,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,42.4,146.4,0,0,0,146.4,4,Stayed,No,0,74,4282,,,No
4589-IUAJB,Male,36,No,No,Yes,No,0,United States,California,Garden Grove,92843,"33.764018, -117.931507",33.764018,-117.931507,"43,491",Q3,Yes,1,70,Offer A,Yes,28.54,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.25,1724.15,0,0,1997.8,3721.95,4,Stayed,No,0,75,4118,,,Yes
8457-XIGKN,Male,46,No,No,No,No,0,United States,California,Norco,92860,"33.925833, -117.559639",33.925833,-117.559639,"22,443",Q3,No,0,20,Offer D,Yes,29.12,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.6,356.15,0,0,582.4,938.55,4,Stayed,No,0,27,5909,,,No
6072-NUQCB,Male,50,No,No,Yes,Yes,2,United States,California,Villa Park,92861,"33.817473, -117.810462",33.817473,-117.810462,"5,935",Q3,Yes,1,22,Offer D,Yes,37.7,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.25,488.25,0,0,829.4,1317.65,3,Stayed,No,0,51,3339,,,Yes
8838-GPHZP,Female,25,Yes,No,No,No,0,United States,California,Orange,92866,"33.784597, -117.844535",33.784597,-117.844535,"15,396",Q3,No,0,63,,Yes,16.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.6,1298.7,0,0,1043.91,2342.61,5,Stayed,No,0,23,6469,,,No
8750-QWZAJ,Female,38,No,No,Yes,Yes,2,United States,California,Orange,92867,"33.81859, -117.821288",33.81859,-117.821288,"40,915",Q3,Yes,1,70,Offer A,Yes,48.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.8,1378.75,0,0,3390.8,4769.55,4,Stayed,No,0,22,5169,,,Yes
6918-UMQCG,Female,25,Yes,No,No,No,0,United States,California,Orange,92869,"33.792791, -117.789749",33.792791,-117.789749,"37,916",Q3,No,0,5,Offer E,Yes,48.86,No,Yes,Fiber Optic,59,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.2,384.25,0,0,244.3,628.55,3,Stayed,No,0,46,3391,,,No
0675-NCDYU,Female,61,No,No,Yes,Yes,2,United States,California,Placentia,92870,"33.881158, -117.854783",33.881158,-117.854783,"48,170",Q3,Yes,1,72,Offer A,Yes,28.86,Yes,Yes,Fiber Optic,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,116.4,8543.25,0,0,2077.92,10621.17,3,Stayed,No,0,74,6491,,,Yes
6339-DKLMK,Female,27,Yes,No,No,No,0,United States,California,Corona,92879,"33.893823, -117.531446",33.893823,-117.531446,"44,875",Q3,No,0,13,Offer D,No,0,No,Yes,DSL,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,31.65,389.95,0,0,0,389.95,3,Stayed,No,0,49,4959,,,No
1346-PJWTK,Male,63,No,No,Yes,No,0,United States,California,Corona,92880,"33.918043, -117.617809",33.918043,-117.617809,"16,998",Q3,Yes,1,61,,Yes,17.73,No,Yes,Fiber Optic,2,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,94.15,5731.85,0,0,1081.53,6813.38,3,Stayed,No,0,70,4806,,,Yes
5088-QZLRL,Male,50,No,No,No,No,0,United States,California,Corona,92881,"33.833686, -117.513063",33.833686,-117.513063,"21,911",Q3,No,0,1,Offer E,Yes,1.47,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.65,20.65,0,0,1.47,22.12,5,Joined,No,0,56,2729,,,No
4397-FRLTA,Female,35,No,No,No,No,0,United States,California,Corona,92883,"33.762351, -117.488725",33.762351,-117.488725,"13,188",Q3,No,0,4,Offer E,Yes,32.54,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.15,84.5,0,0,130.16,214.66,4,Stayed,No,0,75,5535,,,No
3057-VJJQE,Male,64,No,No,No,No,0,United States,California,Yorba Linda,92886,"33.897253, -117.792202",33.897253,-117.792202,"39,458",Q3,No,0,35,,Yes,20.39,Yes,Yes,DSL,21,Yes,No,No,No,No,No,No,Yes,Two Year,No,Credit Card,55.25,1924.1,0,0,713.65,2637.75,3,Stayed,No,0,24,5498,,,No
2302-OUZXB,Male,62,No,No,Yes,No,0,United States,California,Ventura,93001,"34.360261, -119.306383",34.360261,-119.306383,"32,899",Q3,Yes,5,72,Offer A,Yes,22.01,Yes,Yes,DSL,5,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,82.15,5784.3,0,0,1584.72,7369.02,5,Stayed,No,0,70,4552,,,Yes
2270-CHBFN,Female,46,No,No,Yes,No,0,United States,California,Ventura,93004,"34.278697, -119.167798",34.278697,-119.167798,"27,381",Q3,Yes,10,44,Offer B,Yes,32.72,Yes,Yes,Fiber Optic,6,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,95.1,4060.55,0,0,1439.68,5500.23,3,Stayed,No,0,20,2221,,,Yes
5982-FPVQN,Female,40,No,No,Yes,Yes,1,United States,California,Camarillo,93012,"34.205504, -118.993111",34.205504,-118.993111,"24,945",Q3,Yes,2,37,,Yes,41.03,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.15,3532.85,0,0,1518.11,5050.96,3,Stayed,No,0,22,3407,,,Yes
9107-UKCKY,Male,36,No,No,Yes,No,0,United States,California,Carpinteria,93013,"34.441398, -119.513163",34.441398,-119.513163,"17,409",Q3,Yes,7,61,Offer B,Yes,27.88,Yes,Yes,DSL,5,No,Yes,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,79.8,4914.8,0,70,1700.68,6685.48,5,Stayed,No,0,24,6432,,,Yes
4654-ULTTN,Male,34,No,No,Yes,No,0,United States,California,Fillmore,93015,"34.408161, -118.865111",34.408161,-118.865111,"16,013",Q3,Yes,9,70,Offer A,Yes,8.28,Yes,Yes,DSL,5,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,74.8,5315.8,0,0,579.6,5895.4,3,Stayed,No,0,60,6447,,,Yes
5546-BYZSM,Female,52,No,No,No,No,0,United States,California,Oak View,93022,"34.404544, -119.302118",34.404544,-119.302118,"6,503",Q3,No,0,41,Offer B,Yes,15.48,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.45,775.6,0,0,634.68,1410.28,5,Stayed,No,0,80,2839,,,No
1492-KGETH,Male,25,Yes,No,Yes,Yes,1,United States,California,Ojai,93023,"34.581308, -118.931948",34.581308,-118.931948,"21,633",Q3,Yes,2,70,Offer A,Yes,35.9,Yes,Yes,Cable,59,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,78.35,5445.95,0,0,2513,7958.95,4,Stayed,No,0,42,4422,,,Yes
4163-HFTUK,Male,34,No,No,No,No,0,United States,California,Oxnard,93033,"34.156629, -119.117218",34.156629,-119.117218,"77,791",Q3,No,0,51,Offer B,Yes,29.33,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.1,1007.8,0,0,1495.83,2503.63,4,Stayed,No,0,78,4120,,,No
8215-NGSPE,Female,63,No,No,Yes,Yes,1,United States,California,Oxnard,93035,"34.18454, -119.224666",34.18454,-119.224666,"25,322",Q3,Yes,3,42,Offer B,Yes,3.14,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,833.55,0,0,131.88,965.43,3,Stayed,No,0,46,3413,,,Yes
8859-YSTWS,Male,43,No,No,No,No,0,United States,California,Port Hueneme,93041,"34.110124, -119.100972",34.110124,-119.100972,"25,634",Q3,No,0,48,Offer B,Yes,11.02,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.95,1004.5,0,0,528.96,1533.46,5,Stayed,No,0,44,4254,,,No
7601-DHFWZ,Female,54,No,No,No,No,0,United States,California,Simi Valley,93063,"34.296813, -118.685703",34.296813,-118.685703,"49,027",Q3,No,0,48,Offer B,Yes,30.82,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24,1183.05,0,0,1479.36,2662.41,3,Stayed,No,0,66,3948,,,No
1998-VHJHK,Female,36,No,No,No,No,0,United States,California,Santa Barbara,93101,"34.419203, -119.710008",34.419203,-119.710008,"31,727",Q3,No,0,27,,Yes,20.18,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.15,501.35,0,0,544.86,1046.21,5,Stayed,No,0,38,5606,,,No
0487-VVUVK,Male,49,No,No,Yes,Yes,2,United States,California,Santa Barbara,93109,"34.406256, -119.726936",34.406256,-119.726936,"10,986",Q3,Yes,5,25,,Yes,19.09,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.15,477.6,0,0,477.25,954.85,4,Stayed,No,0,57,3829,,,Yes
5063-IUOKK,Male,56,No,No,No,No,0,United States,California,Santa Barbara,93111,"34.460197, -119.802602",34.460197,-119.802602,"16,477",Q3,No,0,13,Offer D,Yes,10.11,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,265.75,0,0,131.43,397.18,5,Stayed,No,0,41,2016,,,No
4508-OEBEY,Male,41,No,No,Yes,No,0,United States,California,Goleta,93117,"34.489983, -120.091246",34.489983,-120.091246,"49,975",Q3,Yes,2,31,,Yes,27.37,No,Yes,DSL,15,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,75.5,2424.45,0,0,848.47,3272.92,3,Stayed,No,0,61,5611,,,Yes
0027-KWYKW,Female,30,No,No,Yes,Yes,2,United States,California,Alpaugh,93201,"35.869626, -119.498771",35.869626,-119.498771,"1,054",Q3,Yes,1,23,Offer D,Yes,34.91,Yes,Yes,Fiber Optic,30,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,83.75,1849.95,0,0,802.93,2652.88,4,Stayed,No,0,78,3585,,,Yes
2308-STERM,Female,58,No,No,No,No,0,United States,California,Armona,93202,"36.315979, -119.710852",36.315979,-119.710852,"2,872",Q3,No,0,2,,Yes,6.65,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.4,61.05,0,0,13.3,74.35,5,Joined,No,0,63,5816,,,No
5982-XMDEX,Female,42,No,No,No,No,0,United States,California,Arvin,93203,"35.116307, -118.817644",35.116307,-118.817644,"16,206",Q3,No,0,65,Offer B,Yes,33.71,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,26.5,1698.55,0,0,2191.15,3889.7,3,Stayed,No,0,46,4404,,,No
6051-PTVNS,Female,31,No,No,Yes,Yes,1,United States,California,Bodfish,93205,"35.523991, -118.400432",35.523991,-118.400432,"1,954",Q3,No,0,55,Offer B,Yes,27.7,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.15,998.1,0,0,1523.5,2521.6,3,Stayed,No,0,29,5390,,,Yes
2877-VDUER,Female,36,No,No,Yes,Yes,1,United States,California,Camp Nelson,93208,"36.057458, -118.591951",36.057458,-118.591951,191,Q3,Yes,6,35,,No,0,No,Yes,DSL,30,No,No,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,40.9,1383.6,0,0,0,1383.6,3,Stayed,No,0,78,5691,,,Yes
9152-AMKAK,Male,50,No,No,No,No,0,United States,California,Coalinga,93210,"36.186867, -120.387793",36.186867,-120.387793,"18,036",Q3,No,0,6,Offer E,Yes,22.95,No,Yes,Cable,10,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,80.25,493.4,0,0,137.7,631.1,5,Stayed,No,0,26,2706,,,No
9432-VOFYX,Male,26,Yes,No,No,No,0,United States,California,Delano,93215,"35.772244, -119.209689",35.772244,-119.209689,"37,280",Q3,No,0,17,Offer D,Yes,35.88,No,Yes,Fiber Optic,52,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.8,1207,0,0,609.96,1816.96,5,Stayed,No,0,56,5420,,,No
8049-WJCLQ,Male,50,No,No,Yes,Yes,2,United States,California,Ducor,93218,"35.846067, -119.004073",35.846067,-119.004073,823,Q3,Yes,5,10,Offer D,Yes,19.77,No,Yes,DSL,12,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,60.2,563.5,0,0,197.7,761.2,4,Stayed,No,0,52,5318,,,Yes
6586-PSJOX,Male,62,No,No,No,Yes,2,United States,California,Earlimart,93219,"35.858054, -119.305858",35.858054,-119.305858,"9,318",Q3,No,0,15,Offer D,Yes,1.63,No,Yes,DSL,11,No,No,Yes,Yes,No,No,No,No,One Year,No,Credit Card,55.2,864.55,0,80,24.45,969,4,Stayed,No,0,73,3608,,,No
9705-ZJBCG,Female,51,No,No,Yes,Yes,1,United States,California,Frazier Park,93222,"34.907911, -119.234281",34.907911,-119.234281,"1,526",Q3,Yes,5,13,Offer D,Yes,19.63,No,Yes,DSL,12,Yes,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,54.15,701.05,0,0,255.19,956.24,3,Stayed,No,0,43,4977,,,Yes
9670-BPNXF,Female,48,No,No,No,No,0,United States,California,Glennville,93226,"35.735694, -118.738483",35.735694,-118.738483,296,Q3,No,0,45,Offer B,Yes,8.4,No,Yes,DSL,8,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,62.55,2796.45,0,0,378,3174.45,3,Stayed,No,0,80,2935,,,No
3913-FCUUW,Female,52,No,No,Yes,Yes,1,United States,California,Hanford,93230,"36.29223, -119.622676",36.29223,-119.622676,"53,204",Q3,Yes,8,72,Offer A,Yes,6.85,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,70.45,5165.7,0,0,493.2,5658.9,3,Stayed,No,0,48,4463,,,Yes
3301-VKTGC,Male,27,Yes,No,Yes,Yes,1,United States,California,Huron,93234,"36.217864, -120.080117",36.217864,-120.080117,"6,918",Q3,Yes,1,68,,Yes,29.67,Yes,Yes,Fiber Optic,85,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,85.5,5696.6,0,0,2017.56,7714.16,3,Stayed,No,0,48,4380,,,Yes
9555-SAHUZ,Female,30,No,No,Yes,Yes,3,United States,California,Kernville,93238,"35.852892, -118.397782",35.852892,-118.397782,"1,873",Q3,Yes,5,38,,Yes,46.27,No,Yes,Cable,30,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.5,2076.05,0,0,1758.26,3834.31,3,Stayed,No,0,23,5499,,,Yes
0816-TSPHQ,Male,35,No,No,No,No,0,United States,California,Kettleman City,93239,"35.996923, -120.000951",35.996923,-120.000951,"1,809",Q3,No,0,2,,Yes,27.67,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.75,44.2,0,0,55.34,99.54,3,Joined,No,0,79,3976,,,No
9932-WBWIK,Male,43,No,No,No,No,0,United States,California,Lake Isabella,93240,"35.607875, -118.466318",35.607875,-118.466318,"5,564",Q3,No,0,11,Offer D,Yes,47.88,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,215.25,0,0,526.68,741.93,5,Stayed,No,0,46,5597,,,No
5286-YHCVC,Male,58,No,No,Yes,No,0,United States,California,Laton,93242,"36.444232, -119.718285",36.444232,-119.718285,"2,900",Q3,Yes,4,72,,Yes,40.49,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.8,7470.1,0,0,2915.28,10385.38,4,Stayed,No,0,21,4165,,,Yes
9115-YQHGA,Male,26,Yes,No,No,No,0,United States,California,Lemoore,93245,"36.303666, -119.825657",36.303666,-119.825657,"30,419",Q3,No,0,40,Offer B,Yes,34.49,No,Yes,DSL,73,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.1,2092.9,0,0,1379.6,3472.5,5,Stayed,No,0,67,3355,,,No
8963-MQVYN,Female,28,Yes,No,No,Yes,2,United States,California,Lost Hills,93249,"35.637715, -119.893068",35.637715,-119.893068,"2,502",Q3,No,0,22,Offer D,Yes,43.97,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.55,469.85,0,0,967.34,1437.19,3,Stayed,No,0,44,3169,,,No
2458-EOMRE,Female,19,Yes,No,No,No,0,United States,California,Mc Farland,93250,"35.666886, -119.186717",35.666886,-119.186717,"10,781",Q3,No,0,11,Offer D,Yes,40.96,No,Yes,DSL,52,Yes,No,Yes,No,No,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,64.05,733.95,0,90,450.56,1274.51,4,Stayed,No,0,24,4171,,,No
6542-LWGXJ,Male,46,No,No,Yes,No,0,United States,California,Pixley,93256,"35.957019, -119.330928",35.957019,-119.330928,"4,198",Q3,Yes,1,3,Offer E,No,0,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25,78.25,0,0,0,78.25,4,Joined,No,0,70,2730,,,Yes
5567-GZKQY,Male,58,No,No,No,No,0,United States,California,Porterville,93257,"36.008958, -118.891593",36.008958,-118.891593,"65,566",Q3,No,0,58,Offer B,Yes,29.25,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.3,1131.5,0,0,1696.5,2828,4,Stayed,No,0,20,4335,,,No
1222-LRYKO,Male,21,Yes,No,No,Yes,3,United States,California,Posey,93260,"35.861928, -118.636698",35.861928,-118.636698,266,Q3,No,0,6,Offer E,Yes,38.28,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,26.35,184.05,0,0,229.68,413.73,3,Stayed,No,0,22,2189,,,No
2087-QAREY,Female,60,No,No,Yes,No,0,United States,California,Sequoia National Park,93262,"36.527243, -118.594938",36.527243,-118.594938,56,Q3,Yes,1,22,Offer D,Yes,39.83,No,Yes,Cable,16,No,Yes,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.7,1178.75,0,0,876.26,2055.01,3,Stayed,No,0,53,5722,,,Yes
4423-JWZJN,Male,57,No,No,Yes,Yes,2,United States,California,Springville,93265,"36.245926, -118.693138",36.245926,-118.693138,"3,546",Q3,Yes,9,64,Offer B,Yes,45.35,Yes,Yes,Fiber Optic,30,No,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Credit Card,90.25,5629.15,0,0,2902.4,8531.55,4,Stayed,No,0,53,4799,,,Yes
6490-FGZAT,Male,33,No,No,No,No,0,United States,California,Strathmore,93267,"36.141319, -119.129075",36.141319,-119.129075,"5,689",Q3,No,0,6,Offer E,Yes,32.34,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.65,109.3,0,0,194.04,303.34,5,Stayed,No,0,79,3266,,,No
7452-FOLON,Male,45,No,No,No,Yes,2,United States,California,Terra Bella,93270,"35.939068, -119.043666",35.939068,-119.043666,"5,868",Q3,No,0,39,,Yes,46.57,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.45,958.45,0,0,1816.23,2774.68,5,Stayed,No,0,53,5986,,,No
2320-TZRRH,Female,38,No,No,No,No,0,United States,California,Three Rivers,93271,"36.413433, -118.854708",36.413433,-118.854708,"2,318",Q3,No,0,20,,Yes,38.74,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.5,403.15,0,0,774.8,1177.95,3,Stayed,No,0,59,4700,,,No
4942-VZZOM,Male,40,No,No,Yes,No,0,United States,California,Tupman,93276,"35.316263, -119.402559",35.316263,-119.402559,236,Q3,Yes,3,64,Offer B,Yes,37.46,Yes,Yes,DSL,2,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,66.15,4392.5,0,0,2397.44,6789.94,3,Stayed,No,0,25,4703,,,Yes
7502-BNYGS,Female,29,Yes,No,Yes,No,0,United States,California,Wasco,93280,"35.652242, -119.4464",35.652242,-119.4464,"22,760",Q3,Yes,7,46,Offer B,Yes,31.88,No,Yes,DSL,53,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,69.1,3168,0,0,1466.48,4634.48,5,Stayed,No,0,53,2333,,,Yes
6147-CBCRA,Female,34,No,No,Yes,No,0,United States,California,Wofford Heights,93285,"35.690535, -118.552784",35.690535,-118.552784,"2,515",Q3,Yes,5,33,,Yes,4.15,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,669.45,0,0,136.95,806.4,4,Stayed,No,0,22,5759,,,Yes
6047-SUHPR,Male,60,No,No,Yes,Yes,2,United States,California,Woodlake,93286,"36.464635, -119.094348",36.464635,-119.094348,"8,870",Q3,Yes,5,39,,Yes,13.8,No,Yes,DSL,13,Yes,Yes,Yes,No,No,No,No,No,One Year,No,Bank Withdrawal,59.8,2343.85,0,140,538.2,3022.05,3,Stayed,No,0,58,3093,,,Yes
9752-ZNQUT,Female,51,No,No,No,No,0,United States,California,Visalia,93291,"36.391777, -119.372842",36.391777,-119.372842,"36,718",Q3,No,0,1,Offer E,Yes,7.99,No,Yes,Cable,11,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,48.6,48.6,0,0,7.99,56.59,5,Joined,No,0,24,3704,,,No
5666-MBJPT,Male,22,Yes,No,No,No,0,United States,California,Bakersfield,93304,"35.339796, -119.023552",35.339796,-119.023552,"44,588",Q3,No,0,65,Offer B,Yes,20.43,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.1,1725,0,0,1327.95,3052.95,4,Stayed,No,0,46,5449,,,No
7312-XSBAT,Male,47,No,No,No,No,0,United States,California,Bakersfield,93305,"35.391733, -118.984109",35.391733,-118.984109,"35,643",Q3,No,0,1,Offer E,Yes,41.79,No,Yes,DSL,14,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.75,49.75,0,0,41.79,91.54,4,Joined,No,0,79,2908,,,No
3096-GKWEB,Male,42,No,No,Yes,No,0,United States,California,Bakersfield,93306,"35.449881, -118.841442",35.449881,-118.841442,"53,481",Q3,Yes,1,18,,Yes,34.17,Yes,Yes,Fiber Optic,16,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.75,1691.9,0,0,615.06,2306.96,4,Stayed,No,0,40,4477,,,Yes
2371-JQHZZ,Male,54,No,No,Yes,No,0,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,"59,195",Q3,Yes,7,24,,Yes,46.91,Yes,Yes,Fiber Optic,20,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,93,2248.05,0,40,1125.84,3413.89,5,Stayed,No,0,29,5886,,,Yes
0674-GCDXG,Male,20,Yes,No,No,No,0,United States,California,Bakersfield,93308,"35.559617, -118.925185",35.559617,-118.925185,"44,915",Q3,No,0,63,Offer B,Yes,42.59,Yes,Yes,DSL,85,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,71.9,4479.2,0,0,2683.17,7162.37,4,Stayed,No,0,38,5816,,,No
1121-QSIVB,Female,39,No,No,No,Yes,3,United States,California,Bakersfield,93309,"35.342891, -119.064803",35.342891,-119.064803,"58,632",Q3,No,0,44,Offer B,Yes,5.07,Yes,Yes,DSL,26,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,77.55,3471.1,0,0,223.08,3694.18,3,Stayed,No,0,43,5044,,,No
4396-KLSEH,Male,26,Yes,No,No,No,0,United States,California,Bakersfield,93311,"35.16207, -119.194488",35.16207,-119.194488,"20,440",Q3,No,0,4,Offer E,Yes,6.88,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.85,63,0,0,27.52,90.52,5,Stayed,No,0,71,5918,,,No
2824-MYYBN,Female,43,No,No,Yes,Yes,2,United States,California,Bakersfield,93313,"35.140938, -119.051348",35.140938,-119.051348,"25,126",Q3,No,0,37,,Yes,1.6,Yes,Yes,Fiber Optic,11,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.25,3314.15,0,0,59.2,3373.35,4,Stayed,No,0,29,2969,,,Yes
6345-HOVES,Male,59,No,No,No,No,0,United States,California,Los Osos,93402,"35.279984, -120.824288",35.279984,-120.824288,"14,859",Q3,No,0,34,,No,0,No,Yes,Cable,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.05,852.7,0,0,0,852.7,4,Stayed,No,0,29,3800,,,No
8318-LCNBW,Male,53,No,No,Yes,No,0,United States,California,San Luis Obispo,93405,"35.236549, -120.727344",35.236549,-120.727344,"31,982",Q3,Yes,5,35,,No,0,No,Yes,DSL,30,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,53.15,1930.9,0,0,0,1930.9,3,Stayed,No,0,43,5638,,,Yes
6469-QJKZW,Female,35,No,No,Yes,No,0,United States,California,Arroyo Grande,93420,"35.176236, -120.483243",35.176236,-120.483243,"24,499",Q3,Yes,5,4,,Yes,45.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.15,91.4,0,0,183.36,274.76,3,Stayed,No,0,26,2198,,,Yes
6370-ZVHDV,Female,52,No,No,Yes,No,0,United States,California,Buellton,93427,"34.631362, -120.238218",34.631362,-120.238218,"4,644",Q3,Yes,1,61,Offer B,Yes,40.37,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.3,1554.9,0,0,2462.57,4017.47,4,Stayed,No,0,71,4501,,,Yes
5915-DGNVC,Female,47,No,No,Yes,No,0,United States,California,Cambria,93428,"35.591387, -121.032256",35.591387,-121.032256,"6,526",Q3,Yes,9,49,Offer B,Yes,25.1,Yes,Yes,DSL,30,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,71.8,3472.05,0,0,1229.9,4701.95,4,Stayed,No,0,79,6193,,,Yes
6260-XLACS,Male,49,No,No,No,No,0,United States,California,Casmalia,93429,"34.866032, -120.536546",34.866032,-120.536546,210,Q3,No,0,4,,Yes,23.04,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.7,117.8,0,0,92.16,209.96,3,Stayed,No,0,43,5018,,,No
3566-CAAYU,Female,28,Yes,No,Yes,Yes,3,United States,California,Cayucos,93430,"35.511833, -120.918713",35.511833,-120.918713,"3,220",Q3,Yes,3,64,Offer B,No,0,No,Yes,DSL,59,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,49.85,3210.35,0,0,0,3210.35,5,Stayed,No,0,56,5644,,,Yes
4983-CCWMC,Male,43,No,No,No,No,0,United States,California,Creston,93432,"35.480896, -120.469476",35.480896,-120.469476,"1,203",Q3,No,0,3,,Yes,28.97,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,69.6,207.4,0,20,86.91,314.31,4,Joined,No,0,39,5487,,,No
9103-CXVOK,Male,31,No,No,Yes,Yes,2,United States,California,Grover Beach,93433,"35.120833, -120.61843",35.120833,-120.61843,"13,106",Q3,Yes,8,1,,Yes,30.38,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.75,19.75,0,0,30.38,50.13,4,Joined,No,0,27,3068,,,Yes
2896-TBNBE,Male,46,No,No,Yes,No,0,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,"5,726",Q3,Yes,5,40,Offer B,Yes,12.97,No,Yes,Fiber Optic,24,No,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,80.8,3132.75,0,0,518.8,3651.55,3,Stayed,No,0,26,3387,,,Yes
3841-CONLJ,Female,33,No,No,Yes,No,0,United States,California,Morro Bay,93442,"35.369553, -120.763864",35.369553,-120.763864,"10,909",Q3,Yes,9,1,,No,0,No,Yes,DSL,14,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,35,35,0,0,0,35,3,Joined,No,0,54,4099,,,Yes
4475-NVTLU,Male,21,Yes,No,Yes,Yes,1,United States,California,Paso Robles,93446,"35.634222, -120.728341",35.634222,-120.728341,"35,586",Q3,Yes,6,45,Offer B,Yes,17.23,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.2,903.7,0,0,775.35,1679.05,3,Stayed,No,0,24,3451,,,Yes
9386-LDCZR,Male,19,Yes,No,No,No,0,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,670,Q3,No,0,43,Offer B,Yes,36.78,No,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,90.65,3882.3,0,0,1581.54,5463.84,3,Stayed,No,0,27,2496,,,No
9585-KKMFD,Male,24,Yes,No,Yes,Yes,1,United States,California,San Miguel,93451,"35.886767, -120.608661",35.886767,-120.608661,"2,666",Q3,Yes,5,41,,Yes,16.02,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20,879.8,0,0,656.82,1536.62,3,Stayed,No,0,60,5743,,,Yes
5399-ZIMKF,Male,58,No,No,No,No,0,United States,California,San Simeon,93452,"35.746484, -121.223355",35.746484,-121.223355,471,Q3,No,0,5,,Yes,32.81,No,Yes,Fiber Optic,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.65,383.65,0,0,164.05,547.7,3,Stayed,No,0,34,3319,,,No
0336-KXKFK,Male,43,No,No,No,No,0,United States,California,Santa Margarita,93453,"35.303926, -120.256567",35.303926,-120.256567,"2,687",Q3,No,0,72,,No,0,No,Yes,DSL,6,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,61.2,4390.25,0,0,0,4390.25,3,Stayed,No,0,38,4085,,,No
5619-XZZKR,Male,47,No,No,No,No,0,United States,California,Santa Maria,93454,"34.943523, -120.256729",34.943523,-120.256729,"30,540",Q3,No,0,4,,Yes,6.86,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.95,68.2,0,0,27.44,95.64,4,Stayed,No,0,35,2195,,,No
3948-FVVRP,Male,43,No,No,Yes,Yes,2,United States,California,Santa Maria,93455,"34.818227, -120.418784",34.818227,-120.418784,"37,364",Q3,Yes,2,9,,Yes,44.46,No,Yes,DSL,24,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,54.8,452.8,0,0,400.14,852.94,4,Stayed,No,0,73,2848,,,Yes
0983-TATYJ,Female,42,No,No,Yes,No,0,United States,California,Santa Ynez,93460,"34.630356, -120.032564",34.630356,-120.032564,"5,710",Q3,Yes,7,33,,Yes,48.09,No,Yes,DSL,9,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,51.45,1758.9,0,0,1586.97,3345.87,3,Stayed,No,0,59,4935,,,Yes
1813-JYWTO,Female,59,No,No,Yes,No,0,United States,California,Shandon,93461,"35.634488, -120.293534",35.634488,-120.293534,"1,255",Q3,Yes,4,72,,Yes,6.23,Yes,Yes,Fiber Optic,27,Yes,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,80.45,5737.6,0,130,448.56,6316.16,4,Stayed,No,0,62,4202,,,Yes
6719-OXYBR,Male,41,No,No,No,No,0,United States,California,California City,93505,"35.151491, -117.927597",35.151491,-117.927597,"8,316",Q3,No,0,15,,Yes,27.3,No,Yes,Fiber Optic,18,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,85.3,1219.85,0,0,409.5,1629.35,3,Stayed,No,0,51,5559,,,No
6476-YHMGA,Female,63,No,No,Yes,Yes,1,United States,California,Benton,93512,"37.653947, -118.231443",37.653947,-118.231443,340,Q3,Yes,5,15,,Yes,39.77,No,Yes,DSL,18,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,76.5,1155.6,0,0,596.55,1752.15,5,Stayed,No,0,76,3851,,,Yes
0168-XZKBB,Female,34,No,No,Yes,No,0,United States,California,Boron,93516,"34.95703, -117.73045",34.95703,-117.73045,"2,241",Q3,Yes,8,19,,Yes,7.84,Yes,Yes,Fiber Optic,16,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.85,1564.4,0,0,148.96,1713.36,5,Stayed,No,0,64,5072,,,Yes
3785-NRHYR,Male,40,No,No,No,No,0,United States,California,Bridgeport,93517,"38.184583, -119.286558",38.184583,-119.286558,826,Q3,No,0,1,,Yes,16.91,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.65,19.65,0,0,16.91,36.56,3,Joined,No,0,31,3192,,,No
4537-DKTAL,Female,26,Yes,No,No,No,0,United States,California,Darwin,93522,"36.319181, -117.593053",36.319181,-117.593053,64,Q3,No,0,2,Offer E,Yes,41.9,No,Yes,DSL,71,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,45.55,84.4,0,10,83.8,178.2,5,Joined,No,0,70,4372,,,No
5602-BVFMK,Female,58,No,No,No,No,0,United States,California,Independence,93526,"36.869584, -118.189241",36.869584,-118.189241,734,Q3,No,0,12,,Yes,41.78,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.3,228.75,0,0,501.36,730.11,5,Stayed,No,0,77,2868,,,No
6297-NOOPG,Female,41,No,No,Yes,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,4,70,,Yes,28.54,Yes,Yes,Fiber Optic,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,110.5,7752.05,0,0,1997.8,9749.85,4,Stayed,No,0,64,5979,,,Yes
8204-TIFGJ,Female,38,No,No,No,No,0,United States,California,June Lake,93529,"37.730269, -119.055813",37.730269,-119.055813,618,Q3,No,0,23,,Yes,16.26,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.3,470.6,0,0,373.98,844.58,3,Stayed,No,0,43,3630,,,No
8903-XEBGX,Male,22,Yes,No,No,Yes,1,United States,California,Lancaster,93534,"34.727529, -118.153098",34.727529,-118.153098,"35,109",Q3,No,0,2,Offer E,Yes,43.93,No,Yes,DSL,59,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55.3,108.65,0,0,87.86,196.51,3,Joined,No,0,67,4594,,,No
1089-XZWHH,Female,43,No,No,Yes,Yes,3,United States,California,Lee Vining,93541,"37.890145, -119.184087",37.890145,-119.184087,504,Q3,Yes,5,24,,Yes,46.3,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.7,494.05,0,0,1111.2,1605.25,5,Stayed,No,0,31,3594,,,Yes
2325-WINES,Female,44,No,No,No,No,0,United States,California,Littlerock,93543,"34.505273, -117.955054",34.505273,-117.955054,"11,198",Q3,No,0,32,,Yes,14.21,Yes,Yes,Fiber Optic,28,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.05,3416.85,0,0,454.72,3871.57,4,Stayed,No,0,60,2335,,,No
6064-ZATLR,Female,44,No,No,No,No,0,United States,California,Llano,93544,"34.500091, -117.765862",34.500091,-117.765862,"1,220",Q3,No,0,27,,Yes,10.55,No,Yes,DSL,29,Yes,Yes,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,52.85,1498.65,0,0,284.85,1783.5,3,Stayed,No,0,23,2842,,,No
7824-PANSQ,Male,52,No,No,No,No,0,United States,California,Mammoth Lakes,93546,"37.550074, -118.837167",37.550074,-118.837167,"8,217",Q3,No,0,58,,Yes,44.67,Yes,Yes,Fiber Optic,8,No,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.65,4807.35,0,0,2590.86,7398.21,5,Stayed,No,0,33,6043,,,No
9648-BCHKM,Female,22,Yes,No,Yes,Yes,3,United States,California,Palmdale,93550,"34.536232, -118.082935",34.536232,-118.082935,"67,232",Q3,Yes,9,18,,Yes,43.69,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.65,471.35,0,0,786.42,1257.77,3,Stayed,No,0,78,5231,,,Yes
2888-ADFAO,Female,47,No,No,Yes,Yes,3,United States,California,Palmdale,93551,"34.613476, -118.256358",34.613476,-118.256358,"34,045",Q3,Yes,5,47,,Yes,3.95,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,21.3,1041.8,0,0,185.65,1227.45,4,Stayed,No,0,30,2861,,,Yes
8707-HOEDG,Female,26,Yes,No,Yes,Yes,3,United States,California,Palmdale,93552,"34.557711, -118.029441",34.557711,-118.029441,"25,370",Q3,Yes,4,70,,Yes,5.51,Yes,Yes,Fiber Optic,85,No,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,110.2,7689.8,0,150,385.7,8225.5,3,Stayed,No,0,53,4098,,,Yes
4072-IPYLT,Female,32,No,No,Yes,Yes,2,United States,California,Randsburg,93554,"35.405722, -117.773354",35.405722,-117.773354,117,Q3,Yes,3,36,,Yes,19.73,No,Yes,DSL,19,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,51.05,1815,0,0,710.28,2525.28,3,Stayed,No,0,56,2161,,,Yes
7167-PCEYD,Male,31,No,No,No,No,0,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,No,0,67,,Yes,4.72,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.8,1311.3,0,0,316.24,1627.54,3,Stayed,No,0,75,4260,,,No
4936-YPJNK,Female,56,No,No,No,No,0,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,"14,931",Q3,No,0,10,,Yes,23.84,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.9,199.45,0,0,238.4,437.85,4,Stayed,No,0,65,5811,,,No
4817-KEQSP,Female,43,No,No,Yes,Yes,2,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,"46,171",Q3,Yes,2,71,,Yes,16.84,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.85,1326.35,0,0,1195.64,2521.99,4,Stayed,No,0,54,6342,,,Yes
6408-WHTEF,Male,45,No,No,Yes,Yes,2,United States,California,Valyermo,93563,"34.39583, -117.734568",34.39583,-117.734568,413,Q3,Yes,7,72,,Yes,2.75,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,89.4,6376.55,0,0,198,6574.55,3,Stayed,No,0,52,6044,,,Yes
9251-AWQGT,Female,19,Yes,No,Yes,Yes,3,United States,California,Palmdale,93591,"34.598221, -117.79593",34.598221,-117.79593,"6,787",Q3,Yes,2,48,,Yes,9.77,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,935.9,0,0,468.96,1404.86,5,Stayed,No,0,50,2608,,,Yes
8749-CLJXC,Male,56,No,No,No,No,0,United States,California,Ahwahnee,93601,"37.375816, -119.739935",37.375816,-119.739935,"1,968",Q3,No,0,1,,Yes,13.51,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,20.05,0,0,13.51,33.56,5,Joined,No,0,79,2067,,,No
7989-VCQOH,Male,29,Yes,No,Yes,Yes,1,United States,California,Auberry,93602,"36.991762, -119.242874",36.991762,-119.242874,"3,464",Q3,Yes,3,18,,Yes,10.29,No,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,83.25,1611.15,0,0,185.22,1796.37,3,Stayed,No,0,43,2065,,,Yes
8882-TLVRW,Male,52,No,No,Yes,Yes,1,United States,California,Big Creek,93605,"37.17277, -119.2997",37.17277,-119.2997,273,Q3,Yes,3,69,,No,0,No,Yes,DSL,11,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,39.1,2779.5,0,0,0,2779.5,3,Stayed,No,0,53,5987,,,Yes
3580-GICBM,Female,56,No,No,Yes,Yes,1,United States,California,Clovis,93611,"36.917652, -119.593757",36.917652,-119.593757,"46,858",Q3,Yes,7,61,,Yes,34.84,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.2,1445.2,0,0,2125.24,3570.44,3,Stayed,No,0,51,6201,,,Yes
9730-DRTMJ,Male,26,Yes,No,Yes,No,0,United States,California,Coarsegold,93614,"37.212191, -119.749323",37.212191,-119.749323,"9,395",Q3,Yes,10,32,,Yes,15.41,Yes,Yes,DSL,46,Yes,No,No,Yes,Yes,No,No,Yes,One Year,Yes,Credit Card,72.8,2333.05,0,0,493.12,2826.17,5,Stayed,No,0,78,3278,,,Yes
4686-UXDML,Female,24,Yes,No,No,No,0,United States,California,Cutler,93615,"36.497895, -119.285484",36.497895,-119.285484,"5,519",Q3,No,0,21,,Yes,24.86,Yes,Yes,Fiber Optic,48,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,99.85,1992.55,0,0,522.06,2514.61,3,Stayed,No,0,74,2113,,,No
0932-YIXYU,Female,50,No,No,No,No,0,United States,California,Dos Palos,93620,"37.045728, -120.630682",37.045728,-120.630682,"9,388",Q3,No,0,47,,Yes,8.85,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.25,1029.8,0,0,415.95,1445.75,3,Stayed,No,0,64,5134,,,No
7480-SPLEF,Male,63,No,No,Yes,Yes,2,United States,California,Dunlap,93621,"36.789213, -119.140338",36.789213,-119.140338,506,Q3,Yes,5,69,,Yes,11.6,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,26,1796.55,0,0,800.4,2596.95,3,Stayed,No,0,22,4933,,,Yes
7636-XUHWW,Male,56,No,No,No,No,0,United States,California,Firebaugh,93622,"36.785618, -120.625382",36.785618,-120.625382,"9,491",Q3,No,0,2,Offer E,Yes,3.82,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.9,33.7,0,0,7.64,41.34,5,Joined,No,0,58,5824,,,No
1431-CYWMH,Female,35,No,No,Yes,Yes,1,United States,California,Fish Camp,93623,"37.483535, -119.679414",37.483535,-119.679414,77,Q3,No,0,22,Offer D,Yes,46.45,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.05,454.05,0,0,1021.9,1475.95,3,Stayed,No,0,30,4312,,,Yes
6349-JDHQP,Female,62,No,No,No,No,0,United States,California,Fowler,93625,"36.625792, -119.672483",36.625792,-119.672483,"5,635",Q3,No,0,53,,Yes,18.81,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,1049.6,0,0,996.93,2046.53,3,Stayed,No,0,36,6338,,,No
5847-MXBEO,Male,42,No,No,No,No,0,United States,California,Helm,93627,"36.520537, -120.118055",36.520537,-120.118055,152,Q3,No,0,22,Offer D,Yes,10.36,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.3,475.1,0,0,227.92,703.02,5,Stayed,No,0,50,4510,,,No
1116-FRYVH,Female,29,Yes,No,Yes,Yes,3,United States,California,Kingsburg,93631,"36.478239, -119.52137",36.478239,-119.52137,"14,088",Q3,Yes,5,48,,No,0,No,Yes,DSL,52,Yes,Yes,No,Yes,No,No,No,No,Two Year,No,Credit Card,39.4,1978.65,0,130,0,2108.65,4,Stayed,No,0,26,5701,,,Yes
9633-XQABV,Female,33,No,No,No,No,0,United States,California,Los Banos,93635,"36.995162, -120.955099",36.995162,-120.955099,"29,124",Q3,No,0,3,Offer E,Yes,25.4,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,70.25,229.7,0,0,76.2,305.9,4,Joined,No,0,46,2156,,,No
1183-CANVH,Female,55,No,No,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,5,23,Offer D,Yes,1.39,No,Yes,DSL,18,No,No,No,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,60,1347.15,0,0,31.97,1379.12,4,Stayed,No,0,54,3835,,,Yes
1972-XMUWV,Female,46,No,No,Yes,No,0,United States,California,Miramonte,93641,"36.696759, -119.024051",36.696759,-119.024051,571,Q3,Yes,7,65,,Yes,10.23,No,Yes,Cable,14,No,No,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,59.8,3808.2,0,0,664.95,4473.15,5,Stayed,No,0,37,6034,,,Yes
8679-LZBMD,Male,30,No,No,Yes,No,0,United States,California,North Fork,93643,"37.244307, -119.470256",37.244307,-119.470256,"3,376",Q3,Yes,7,44,,Yes,23.75,No,Yes,Fiber Optic,53,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.65,3974.15,0,0,1045,5019.15,5,Stayed,No,0,26,3786,,,Yes
3407-JMJQQ,Female,22,Yes,No,Yes,Yes,1,United States,California,Oakhurst,93644,"37.648647, -119.231447",37.648647,-119.231447,"8,521",Q3,Yes,2,71,,Yes,1.84,Yes,Yes,Fiber Optic,69,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,109,7661.8,0,150,130.64,7942.44,3,Stayed,No,0,35,4204,,,Yes
6252-DFGTK,Female,64,No,No,Yes,No,0,United States,California,O Neals,93645,"37.140104, -119.657092",37.140104,-119.657092,173,Q3,Yes,1,37,,Yes,30.36,Yes,Yes,DSL,11,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,68.1,2479.25,0,0,1123.32,3602.57,4,Stayed,No,0,60,2873,,,Yes
1539-LNKHM,Female,53,No,No,No,No,0,United States,California,Orange Cove,93646,"36.633498, -119.298895",36.633498,-119.298895,"8,449",Q3,No,0,12,Offer D,Yes,23.2,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.4,266.6,0,0,278.4,545,4,Stayed,No,0,60,4497,,,No
8645-KOMJQ,Male,20,Yes,No,Yes,Yes,2,United States,California,Orosi,93647,"36.600185, -119.175655",36.600185,-119.175655,"9,780",Q3,Yes,1,69,Offer A,Yes,49.16,Yes,Yes,DSL,48,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,81.95,5601.4,0,0,3392.04,8993.44,5,Stayed,No,0,59,6182,,,Yes
0289-IVARM,Female,57,No,No,No,No,0,United States,California,Parlier,93648,"36.622237, -119.521126",36.622237,-119.521126,"12,587",Q3,No,0,35,,Yes,44.81,No,Yes,DSL,20,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,60.55,1982.6,0,0,1568.35,3550.95,4,Stayed,No,0,34,3463,,,No
9761-XUJWD,Male,22,Yes,No,No,No,0,United States,California,Fresno,93650,"36.841655, -119.797113",36.841655,-119.797113,"3,258",Q3,No,0,5,,Yes,8.6,No,Yes,DSL,59,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,65.6,339.9,0,0,43,382.9,4,Stayed,No,0,65,5636,,,No
4057-FKCZK,Male,40,No,No,Yes,Yes,2,United States,California,Prather,93651,"37.007238, -119.505661",37.007238,-119.505661,"1,314",Q3,Yes,1,58,,Yes,29.93,Yes,Yes,Fiber Optic,24,No,No,No,No,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,82.5,4828.05,0,0,1735.94,6563.99,3,Stayed,No,0,25,4348,,,Yes
4291-TPNFG,Male,56,No,No,Yes,No,0,United States,California,Raisin City,93652,"36.594542, -119.905245",36.594542,-119.905245,265,Q3,Yes,1,72,Offer A,Yes,29.29,Yes,Yes,DSL,30,Yes,Yes,Yes,Yes,No,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,82.3,5980.55,0,140,2108.88,8229.43,3,Stayed,No,0,76,5219,,,Yes
6087-YPWHO,Male,56,No,No,Yes,No,0,United States,California,Raymond,93653,"37.252057, -119.95783",37.252057,-119.95783,972,Q3,Yes,1,72,Offer A,Yes,17.31,Yes,Yes,DSL,17,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,68.15,4808.7,0,0,1246.32,6055.02,3,Stayed,No,0,34,4613,,,Yes
3090-QFUVD,Female,48,No,No,No,No,0,United States,California,Reedley,93654,"36.636638, -119.421842",36.636638,-119.421842,"25,923",Q3,No,0,1,,Yes,4.09,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.3,20.3,0,0,4.09,24.39,5,Joined,No,0,31,2507,,,No
1722-LDZJS,Male,38,No,No,Yes,Yes,3,United States,California,Sanger,93657,"36.819628, -119.440414",36.819628,-119.440414,"28,991",Q3,Yes,1,53,,Yes,20.44,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.2,1068.15,0,0,1083.32,2151.47,4,Stayed,No,0,22,6050,,,Yes
1818-ESQMW,Female,31,No,No,No,No,0,United States,California,San Joaquin,93660,"36.600193, -120.153393",36.600193,-120.153393,"4,318",Q3,No,0,27,Offer C,Yes,39.62,No,Yes,Fiber Optic,2,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.2,2383.6,0,0,1069.74,3453.34,3,Stayed,No,0,54,4384,,,No
7401-RUBNK,Female,25,Yes,No,Yes,No,0,United States,California,South Dos Palos,93665,"36.959731, -120.653519",36.959731,-120.653519,343,Q3,Yes,1,18,Offer D,Yes,43.29,No,Yes,Fiber Optic,41,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.8,1438.05,0,0,779.22,2217.27,3,Stayed,No,0,39,4809,,,Yes
0506-YLVKJ,Male,54,No,No,Yes,Yes,1,United States,California,Sultana,93666,"36.545353, -119.338535",36.545353,-119.338535,306,Q3,Yes,1,46,,Yes,45.92,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.2,917.45,0,0,2112.32,3029.77,3,Stayed,No,0,35,3136,,,Yes
8661-BOYNW,Female,38,No,No,Yes,No,0,United States,California,Tollhouse,93667,"36.993666, -119.348267",36.993666,-119.348267,"2,633",Q3,Yes,1,72,Offer A,Yes,5.25,Yes,Yes,DSL,28,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,84.4,6096.45,0,0,378,6474.45,3,Stayed,No,0,44,5046,,,Yes
4815-GBTCD,Female,55,No,No,Yes,No,0,United States,California,Wishon,93669,"37.287758, -119.548156",37.287758,-119.548156,327,Q3,Yes,1,4,,No,0,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.15,99.95,0,0,0,99.95,4,Stayed,No,0,31,3891,,,Yes
2805-AUFQN,Female,42,No,No,No,No,0,United States,California,Traver,93673,"36.456091, -119.486225",36.456091,-119.486225,646,Q3,No,0,25,Offer C,Yes,13.93,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.8,475.2,0,0,348.25,823.45,3,Stayed,No,0,20,3875,,,No
0980-PVMRC,Female,27,Yes,No,Yes,Yes,3,United States,California,Squaw Valley,93675,"36.719141, -119.202677",36.719141,-119.202677,"3,146",Q3,No,0,40,,No,0,No,Yes,DSL,52,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.85,2036.55,0,0,0,2036.55,3,Stayed,No,0,35,2819,,,Yes
7233-DRTRF,Male,47,No,No,Yes,No,0,United States,California,Fresno,93701,"36.749403, -119.787574",36.749403,-119.787574,"13,858",Q3,Yes,1,63,,Yes,17.75,Yes,Yes,Fiber Optic,15,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,102.4,6444.05,0,0,1118.25,7562.3,4,Stayed,No,0,43,5096,,,Yes
3873-NFTGI,Male,54,No,No,No,No,0,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,"31,180",Q3,No,0,14,Offer D,Yes,18.48,Yes,Yes,DSL,21,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.5,767.55,0,0,258.72,1026.27,4,Stayed,No,0,68,3520,,,No
7048-GXDAY,Male,55,No,No,No,No,0,United States,California,Fresno,93705,"36.78724, -119.827813",36.78724,-119.827813,"35,451",Q3,No,0,39,Offer C,Yes,17.17,Yes,Yes,Fiber Optic,30,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.4,4040.65,0,0,669.63,4710.28,4,Stayed,No,0,66,4111,,,No
8571-ZCMCX,Female,37,No,No,Yes,Yes,2,United States,California,Fresno,93706,"36.654614, -119.903674",36.654614,-119.903674,"35,790",Q3,Yes,1,47,,No,0,No,Yes,DSL,25,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,60,2768.65,0,0,0,2768.65,3,Stayed,No,0,48,3248,,,Yes
1169-WCVAK,Male,42,No,No,Yes,No,0,United States,California,Fresno,93710,"36.822715, -119.761826",36.822715,-119.761826,"29,337",Q3,Yes,1,19,Offer D,Yes,34.05,Yes,Yes,Fiber Optic,20,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,88.8,1672.35,0,0,646.95,2319.3,3,Stayed,No,0,63,4600,,,Yes
7129-CAKJW,Female,62,No,No,No,No,0,United States,California,Fresno,93721,"36.732694, -119.783786",36.732694,-119.783786,"6,848",Q3,No,0,17,Offer D,Yes,44.96,Yes,Yes,Fiber Optic,29,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.05,1345.65,0,0,764.32,2109.97,5,Stayed,No,0,27,3443,,,No
3570-YUEKJ,Female,40,No,No,No,No,0,United States,California,Fresno,93725,"36.623632, -119.741322",36.623632,-119.741322,"21,010",Q3,No,0,42,,Yes,8.71,No,Yes,DSL,23,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.55,2077.95,0,0,365.82,2443.77,5,Stayed,No,0,43,3637,,,No
1555-HAPSU,Female,25,Yes,No,Yes,Yes,2,United States,California,Fresno,93727,"36.751489, -119.68072",36.751489,-119.68072,"54,701",Q3,Yes,1,71,Offer A,Yes,29.41,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,23.9,1663.5,0,0,2088.11,3751.61,5,Stayed,No,0,59,5471,,,Yes
8464-EETCQ,Male,45,No,No,No,No,0,United States,California,Salinas,93905,"36.667794, -121.601306",36.667794,-121.601306,"58,548",Q3,No,0,57,,Yes,19.69,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,18.8,1094.35,0,0,1122.33,2216.68,5,Stayed,No,0,58,6466,,,No
2419-FSORS,Male,29,Yes,No,Yes,No,0,United States,California,Salinas,93906,"36.722898, -121.633648",36.722898,-121.633648,"53,946",Q3,Yes,8,72,Offer A,Yes,10.68,Yes,Yes,Fiber Optic,59,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.4,7719.5,0,0,768.96,8488.46,4,Stayed,No,0,33,4394,,,Yes
8132-YPVBX,Female,28,Yes,No,No,No,0,United States,California,Salinas,93907,"36.77462, -121.664714",36.77462,-121.664714,"22,292",Q3,No,0,6,,Yes,40.64,No,Yes,Fiber Optic,51,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,85.95,514.6,0,0,243.84,758.44,5,Stayed,No,0,80,3291,,,No
6754-LZUKA,Male,29,Yes,No,Yes,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,1,61,,Yes,23.31,Yes,Yes,DSL,51,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,80.9,4932.5,0,0,1421.91,6354.41,3,Stayed,No,0,64,4161,,,Yes
8099-MZPUJ,Male,49,No,No,Yes,Yes,2,United States,California,Carmel,93923,"36.460611, -121.852507",36.460611,-121.852507,"13,121",Q3,Yes,10,48,,Yes,12.57,Yes,Yes,Fiber Optic,18,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,111.8,5443.65,0,0,603.36,6047.01,3,Stayed,No,0,57,3922,,,Yes
0787-LHDYT,Male,36,No,No,No,No,0,United States,California,Carmel Valley,93924,"36.414611, -121.6386",36.414611,-121.6386,"6,691",Q3,No,0,16,Offer D,Yes,33.44,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.6,330.25,0,0,535.04,865.29,3,Stayed,No,0,64,5667,,,No
0374-IOEGQ,Female,62,No,No,No,No,0,United States,California,Gonzales,93926,"36.52588, -121.396719",36.52588,-121.396719,"9,023",Q3,No,0,3,,Yes,15.59,No,Yes,Cable,27,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,44.6,122.7,0,0,46.77,169.47,4,Joined,No,0,74,3122,,,No
3197-NNYNB,Male,47,No,No,No,No,0,United States,California,Jolon,93928,"35.930782, -121.189757",35.930782,-121.189757,254,Q3,No,0,65,Offer B,Yes,27.75,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,105.1,6631.85,0,0,1803.75,8435.6,3,Stayed,No,0,28,5649,,,No
3396-DKDEL,Female,45,No,No,Yes,Yes,3,United States,California,King City,93930,"36.220761, -120.980777",36.220761,-120.980777,"14,477",Q3,Yes,3,70,Offer A,Yes,11.36,Yes,Yes,Fiber Optic,53,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,115.15,8250,0,0,795.2,9045.2,4,Stayed,No,0,80,4388,,,Yes
1752-OZXFY,Male,39,No,No,Yes,No,0,United States,California,Lockwood,93932,"35.989792, -121.055933",35.989792,-121.055933,538,Q3,Yes,6,60,Offer B,Yes,15.24,No,Yes,DSL,16,Yes,No,No,No,Yes,No,No,Yes,One Year,Yes,Credit Card,59.8,3561.15,0,0,914.4,4475.55,3,Stayed,No,0,63,5488,,,Yes
9066-QRSDU,Female,23,Yes,No,Yes,No,0,United States,California,Marina,93933,"36.689582, -121.758398",36.689582,-121.758398,"21,759",Q3,Yes,7,69,Offer A,Yes,22.08,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,26.3,1763.55,0,0,1523.52,3287.07,4,Stayed,No,0,25,5418,,,Yes
9867-NNXLC,Female,43,No,No,No,No,0,United States,California,Pacific Grove,93950,"36.618337, -121.926417",36.618337,-121.926417,"15,449",Q3,No,0,22,Offer D,Yes,33.92,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.05,470.2,0,0,746.24,1216.44,5,Stayed,No,0,44,5555,,,No
5321-NTRKC,Male,25,Yes,No,Yes,Yes,1,United States,California,Pebble Beach,93953,"36.587497, -121.944815",36.587497,-121.944815,"4,602",Q3,Yes,8,66,Offer A,Yes,35.01,Yes,Yes,DSL,59,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,79.85,5234.95,0,0,2310.66,7545.61,5,Stayed,No,0,56,6236,,,Yes
3161-GETRM,Male,61,No,No,Yes,Yes,3,United States,California,Soledad,93960,"36.414216, -121.360597",36.414216,-121.360597,"13,003",Q3,Yes,10,34,Offer C,Yes,20.05,Yes,Yes,Fiber Optic,57,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,90.05,3097,0,0,681.7,3778.7,4,Stayed,No,0,59,4648,,,Yes
0402-OAMEN,Female,36,No,No,Yes,Yes,1,United States,California,Spreckels,93962,"36.624641, -121.647195",36.624641,-121.647195,407,Q3,Yes,4,72,Offer A,Yes,20.56,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.45,1709.1,0,0,1480.32,3189.42,3,Stayed,No,0,64,5335,,,Yes
6933-VLYFX,Male,64,No,No,Yes,Yes,2,United States,California,Belmont,94002,"37.509366, -122.306132",37.509366,-122.306132,"25,566",Q3,Yes,7,31,Offer C,No,0,No,Yes,Cable,25,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,59.95,1848.8,0,0,0,1848.8,3,Stayed,No,0,37,4337,,,Yes
6754-WKSHP,Male,61,No,No,No,Yes,2,United States,California,Brisbane,94005,"37.684694, -122.40712",37.684694,-122.40712,"3,635",Q3,No,0,30,Offer C,Yes,4.27,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,25.35,723.3,0,0,128.1,851.4,3,Stayed,No,0,47,5915,,,No
5055-MGMGF,Female,35,No,No,Yes,No,0,United States,California,Half Moon Bay,94019,"37.45567, -122.407992",37.45567,-122.407992,"17,929",Q3,Yes,3,65,Offer B,Yes,40.71,Yes,Yes,Fiber Optic,23,Yes,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,105.05,6914.95,0,60,2646.15,9621.1,3,Stayed,No,0,53,5313,,,Yes
4641-FROLU,Female,49,No,No,Yes,Yes,1,United States,California,La Honda,94020,"37.285677, -122.224165",37.285677,-122.224165,"1,622",Q3,Yes,8,30,Offer C,Yes,11.6,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.3,602.9,0,0,348,950.9,4,Stayed,No,0,30,4453,,,Yes
2862-JVEOY,Male,33,No,No,No,No,0,United States,California,Loma Mar,94021,"37.266388, -122.26308",37.266388,-122.26308,148,Q3,No,0,6,,Yes,10.54,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.15,124.4,0,0,63.24,187.64,5,Stayed,No,0,41,5322,,,No
2969-QWUBZ,Female,53,No,No,No,No,0,United States,California,Los Altos,94022,"37.349546, -122.134356",37.349546,-122.134356,"18,486",Q3,No,0,2,,No,0,No,Yes,Cable,21,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,51.4,96.8,0,0,0,96.8,5,Joined,No,0,58,2580,,,No
9822-BIIGN,Male,61,No,No,Yes,Yes,3,United States,California,Los Altos,94024,"37.352911, -122.093002",37.352911,-122.093002,"21,496",Q3,No,0,53,Offer B,Yes,27.56,Yes,Yes,Cable,26,Yes,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,71.85,3827.9,0,0,1460.68,5288.58,4,Stayed,No,0,52,4903,,,Yes
1534-OULXE,Female,34,No,No,Yes,Yes,2,United States,California,Atherton,94027,"37.454924, -122.203168",37.454924,-122.203168,"6,876",Q3,Yes,2,61,Offer B,Yes,42.85,No,Yes,DSL,11,Yes,No,No,No,No,No,No,Yes,One Year,Yes,Bank Withdrawal,49.7,2961.4,0,0,2613.85,5575.25,3,Stayed,No,0,46,4577,,,Yes
2971-SGAFL,Female,34,No,No,No,No,0,United States,California,Millbrae,94030,"37.601248, -122.403099",37.601248,-122.403099,"20,350",Q3,No,0,13,Offer D,Yes,38.4,Yes,Yes,DSL,23,Yes,No,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,78.75,995.35,0,50,499.2,1544.55,4,Stayed,No,0,79,5631,,,No
2905-KFQUV,Female,61,No,No,Yes,No,0,United States,California,Moss Beach,94038,"37.515556, -122.502311",37.515556,-122.502311,"3,064",Q3,Yes,9,2,,Yes,7.49,No,Yes,Fiber Optic,14,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.4,154.8,0,0,14.98,169.78,3,Joined,No,0,39,5748,,,Yes
3370-HXOPH,Female,50,No,No,No,No,0,United States,California,Mountain View,94041,"37.388349, -122.075299",37.388349,-122.075299,"13,483",Q3,No,0,3,,Yes,14.35,Yes,Yes,Fiber Optic,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,76.1,257.6,0,0,43.05,300.65,4,Joined,No,0,25,2650,,,No
9391-YZEJW,Female,42,No,No,No,No,0,United States,California,Mountain View,94043,"37.419725, -122.062947",37.419725,-122.062947,"27,822",Q3,No,0,62,Offer B,Yes,32.29,Yes,Yes,Fiber Optic,26,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,94,5757.2,0,0,2001.98,7759.18,3,Stayed,No,0,25,4778,,,No
9958-MEKUC,Male,26,Yes,No,Yes,Yes,2,United States,California,Pacifica,94044,"37.573633, -122.455167",37.573633,-122.455167,"38,885",Q3,Yes,1,72,Offer A,Yes,45.93,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,103.95,7517.7,0,0,3306.96,10824.66,3,Stayed,No,0,26,4495,,,Yes
0281-CNTZX,Male,56,No,No,Yes,No,0,United States,California,Pescadero,94060,"37.22565, -122.297533",37.22565,-122.297533,"2,055",Q3,Yes,2,63,Offer B,Yes,38.36,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.95,1234.8,0,0,2416.68,3651.48,3,Stayed,No,0,74,5151,,,Yes
9114-VEPUF,Male,19,Yes,No,Yes,No,0,United States,California,Redwood City,94065,"37.527497, -122.230941",37.527497,-122.230941,"10,658",Q3,Yes,4,62,Offer B,Yes,30.51,Yes,Yes,Fiber Optic,41,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,96.1,6001.45,0,0,1891.62,7893.07,4,Stayed,No,0,61,6139,,,Yes
7876-BEUTG,Female,34,No,No,No,No,0,United States,California,San Bruno,94066,"37.624436, -122.430661",37.624436,-122.430661,"39,566",Q3,No,0,15,Offer D,Yes,26.54,Yes,Yes,DSL,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,48.8,720.1,0,0,398.1,1118.2,4,Stayed,No,0,57,2577,,,No
2338-BQEZT,Female,38,No,No,No,No,0,United States,California,San Carlos,94070,"37.497915, -122.267361",37.497915,-122.267361,"28,098",Q3,No,0,55,Offer B,Yes,3.62,No,Yes,DSL,17,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.55,2832.75,0,0,199.1,3031.85,3,Stayed,No,0,44,6250,,,No
9873-MNDKV,Female,59,No,No,No,No,0,United States,California,San Gregorio,94074,"37.331762, -122.341444",37.331762,-122.341444,291,Q3,No,0,11,Offer D,Yes,29.16,No,Yes,DSL,3,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.65,472.25,0,0,320.76,793.01,3,Stayed,No,0,64,4492,,,No
8241-JUIQO,Female,24,Yes,No,No,No,0,United States,California,Sunnyvale,94086,"37.378541, -122.020456",37.378541,-122.020456,"64,010",Q3,No,0,61,Offer B,Yes,25.91,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,19.45,1336.35,0,0,1580.51,2916.86,4,Stayed,No,0,26,4559,,,No
2194-IIQOF,Female,38,No,No,Yes,No,0,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,"50,070",Q3,Yes,7,71,Offer A,Yes,19.9,Yes,Yes,DSL,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,89.3,6388.65,0,0,1412.9,7801.55,3,Stayed,No,0,30,4658,,,Yes
9631-RXVJM,Male,33,No,No,No,No,0,United States,California,San Francisco,94102,"37.7795, -122.419233",37.7795,-122.419233,"28,998",Q3,No,0,35,Offer C,Yes,4.24,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.25,677.9,0,0,148.4,826.3,4,Stayed,No,0,77,2682,,,No
9584-EXCDZ,Female,53,No,No,No,No,0,United States,California,San Francisco,94103,"37.773147, -122.411287",37.773147,-122.411287,"23,036",Q3,No,0,17,Offer D,Yes,41.78,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.5,1165.6,0,0,710.26,1875.86,3,Stayed,No,0,53,3650,,,No
5093-FEGLU,Female,21,Yes,No,Yes,No,0,United States,California,San Francisco,94105,"37.789168, -122.395009",37.789168,-122.395009,"2,066",Q3,Yes,1,47,Offer B,Yes,45.9,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.65,921.55,0,0,2157.3,3078.85,5,Stayed,No,0,28,4159,,,Yes
2621-UDNLU,Female,35,No,No,Yes,No,0,United States,California,San Francisco,94107,"37.768881, -122.395521",37.768881,-122.395521,"17,372",Q3,Yes,9,3,,Yes,11.77,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.85,72,0,0,35.31,107.31,3,Joined,No,0,56,5867,,,Yes
7526-IVLYU,Male,46,No,No,No,No,0,United States,California,San Francisco,94108,"37.791998, -122.408653",37.791998,-122.408653,"13,723",Q3,No,0,3,,Yes,35.59,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.65,68.35,0,0,106.77,175.12,5,Joined,No,0,55,4852,,,No
9214-EKVXR,Female,51,No,No,No,No,0,United States,California,San Francisco,94110,"37.750021, -122.415201",37.750021,-122.415201,"74,641",Q3,No,0,1,,Yes,26.15,No,Yes,DSL,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44,44,0,0,26.15,70.15,4,Joined,No,0,75,4138,,,No
3410-MHHUM,Female,40,No,No,Yes,Yes,2,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,"3,337",Q3,Yes,4,44,Offer B,Yes,24.71,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,No,Yes,Yes,No,One Year,No,Bank Withdrawal,94.4,4295.35,0,40,1087.24,5422.59,5,Stayed,No,0,73,5019,,,Yes
2122-YWVYA,Female,44,No,No,No,No,0,United States,California,San Francisco,94116,"37.74441, -122.486764",37.74441,-122.486764,"42,959",Q3,No,0,18,Offer D,Yes,15.01,No,Yes,Fiber Optic,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.4,1380.4,0,0,270.18,1650.58,4,Stayed,No,0,53,4792,,,No
2296-DKZFP,Female,25,Yes,No,Yes,No,0,United States,California,San Francisco,94118,"37.781304, -122.461522",37.781304,-122.461522,"38,955",Q3,Yes,1,65,Offer B,Yes,1.29,No,Yes,DSL,51,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,71,4386.2,0,0,83.85,4470.05,4,Stayed,No,0,32,6308,,,Yes
8909-BOLNL,Male,40,No,No,No,No,0,United States,California,San Francisco,94123,"37.800254, -122.436975",37.800254,-122.436975,"22,920",Q3,No,0,3,,Yes,12.05,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,21.2,52.05,0,0,36.15,88.2,5,Joined,No,0,29,2088,,,No
6603-YRDCJ,Male,19,Yes,No,Yes,No,0,United States,California,San Francisco,94124,"37.731505, -122.384532",37.731505,-122.384532,"33,177",Q3,Yes,3,33,Offer C,Yes,15.89,No,Yes,DSL,52,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,61.05,2018.4,0,0,524.37,2542.77,3,Stayed,No,0,21,3215,,,Yes
3229-USWAR,Female,40,No,No,No,No,0,United States,California,San Francisco,94129,"37.797526, -122.464531",37.797526,-122.464531,"2,240",Q3,No,0,34,Offer C,Yes,5.32,No,Yes,DSL,23,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,79.95,2727.3,0,0,180.88,2908.18,4,Stayed,No,0,26,3570,,,No
2138-VFAPZ,Female,40,No,No,Yes,Yes,1,United States,California,San Francisco,94130,"37.820894, -122.369725",37.820894,-122.369725,"1,458",Q3,Yes,8,14,Offer D,Yes,15.33,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.7,263.65,0,0,214.62,478.27,4,Stayed,No,0,68,2966,,,Yes
6131-JLWZM,Female,27,Yes,No,No,No,0,United States,California,San Francisco,94131,"37.746699, -122.442833",37.746699,-122.442833,"27,906",Q3,No,0,13,Offer D,Yes,22.01,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.3,275.4,0,0,286.13,561.53,4,Stayed,No,0,45,5332,,,No
0269-XFESX,Male,22,Yes,No,Yes,Yes,3,United States,California,San Francisco,94133,"37.802071, -122.411004",37.802071,-122.411004,"26,831",Q3,Yes,1,23,,Yes,48.02,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.35,538.5,0,0,1104.46,1642.96,5,Stayed,No,0,30,4031,,,Yes
1709-EJDOX,Female,33,No,No,Yes,Yes,3,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,"40,137",Q3,Yes,10,47,Offer B,Yes,41.54,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,948.9,0,0,1952.38,2901.28,3,Stayed,No,0,34,3843,,,Yes
4316-XCSLJ,Male,35,No,No,No,Yes,3,United States,California,Palo Alto,94301,"37.444314, -122.149996",37.444314,-122.149996,"16,198",Q3,No,0,17,,Yes,45.61,No,Yes,DSL,53,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.3,846.8,0,0,775.37,1622.17,3,Stayed,No,0,33,3202,,,No
0383-CLDDA,Female,42,No,No,No,No,0,United States,California,Stanford,94305,"37.424342, -122.165641",37.424342,-122.165641,"13,386",Q3,No,0,69,Offer A,Yes,18.47,Yes,Yes,DSL,28,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,85.35,5897.4,0,0,1274.43,7171.83,3,Stayed,No,0,37,6499,,,No
2709-UQGNP,Male,38,No,No,No,No,0,United States,California,San Mateo,94401,"37.590421, -122.306467",37.590421,-122.306467,"32,488",Q3,No,0,10,,Yes,49.04,No,Yes,Cable,23,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,51.65,524.5,0,0,490.4,1014.9,4,Stayed,No,0,45,4292,,,No
3549-ZTMNH,Male,56,No,No,Yes,Yes,1,United States,California,San Mateo,94402,"37.556634, -122.317723",37.556634,-122.317723,"23,393",Q3,No,0,12,,Yes,26.17,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24,269.65,0,0,314.04,583.69,3,Stayed,No,0,69,3705,,,Yes
8033-ATFAS,Female,32,No,No,Yes,Yes,2,United States,California,San Mateo,94404,"37.556094, -122.272437",37.556094,-122.272437,"31,882",Q3,Yes,4,39,Offer C,Yes,48.14,No,Yes,Cable,23,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,59.85,2341.5,0,0,1877.46,4218.96,3,Stayed,No,0,47,3900,,,Yes
0562-HKHML,Male,39,No,No,Yes,Yes,1,United States,California,Alameda,94502,"37.724817, -122.224363",37.724817,-122.224363,"13,996",Q3,Yes,9,71,Offer A,Yes,18.99,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,23.9,1626.4,0,0,1348.29,2974.69,4,Stayed,No,0,71,5574,,,Yes
8277-RVRSV,Female,22,Yes,No,Yes,Yes,1,United States,California,Danville,94506,"37.791481, -121.903253",37.791481,-121.903253,"19,777",Q3,Yes,3,33,Offer C,Yes,1.71,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.15,800.3,0,0,56.43,856.73,4,Stayed,No,0,73,4501,,,Yes
7054-ENNGU,Female,19,Yes,No,Yes,No,0,United States,California,Benicia,94510,"38.113533, -122.11926",38.113533,-122.11926,"25,578",Q3,Yes,4,9,,Yes,12.59,No,Yes,Cable,76,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,50.85,466.6,0,0,113.31,579.91,4,Stayed,No,0,26,4623,,,Yes
1455-HFBXA,Male,61,No,No,Yes,No,0,United States,California,Bethel Island,94511,"38.050558, -121.646924",38.050558,-121.646924,"2,379",Q3,Yes,3,52,Offer B,Yes,18.02,Yes,Yes,Fiber Optic,3,Yes,No,Yes,Yes,No,No,No,No,Two Year,Yes,Credit Card,91.6,4627.8,0,60,937.04,5624.84,3,Stayed,No,0,62,6069,,,Yes
9402-CXWPL,Female,25,Yes,No,No,No,0,United States,California,Birds Landing,94512,"38.140719, -121.838298",38.140719,-121.838298,138,Q3,No,0,70,Offer A,Yes,8.39,Yes,Yes,Fiber Optic,59,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,98.9,6838.6,0,0,587.3,7425.9,5,Stayed,No,0,20,5980,,,No
1628-BIZYP,Male,60,No,No,No,No,0,United States,California,Brentwood,94513,"37.908242, -121.682472",37.908242,-121.682472,"26,577",Q3,No,0,1,,Yes,15.2,No,Yes,Fiber Optic,2,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85,85,0,0,15.2,100.2,4,Joined,No,0,46,5754,,,No
0082-LDZUE,Male,54,No,No,No,No,0,United States,California,Calistoga,94515,"38.629618, -122.593216",38.629618,-122.593216,"7,384",Q3,No,0,1,Offer E,Yes,42.95,No,Yes,DSL,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,44.3,44.3,0,0,42.95,87.25,5,Joined,No,0,57,4427,,,No
5343-SGUBI,Female,43,No,No,No,No,0,United States,California,Concord,94518,"37.950248, -122.022455",37.950248,-122.022455,"27,394",Q3,No,0,52,Offer B,Yes,42.9,Yes,Yes,Fiber Optic,14,No,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,80.2,4297.6,0,0,2230.8,6528.4,4,Stayed,No,0,51,5597,,,No
0856-NAOES,Male,29,Yes,No,No,No,0,United States,California,Concord,94519,"37.990118, -122.012188",37.990118,-122.012188,"18,650",Q3,No,0,6,Offer E,Yes,45.67,No,Yes,DSL,71,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,60.9,414.1,0,0,274.02,688.12,5,Stayed,No,0,80,2191,,,No
1976-AZZPJ,Male,47,No,No,Yes,No,0,United States,California,Concord,94520,"38.013825, -122.039144",38.013825,-122.039144,"36,186",Q3,Yes,3,7,Offer E,No,0,No,Yes,DSL,17,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,34.2,256.6,0,0,0,256.6,4,Stayed,No,0,32,5100,,,Yes
6156-UZDLF,Female,19,Yes,No,No,No,0,United States,California,Pleasant Hill,94523,"37.95338, -122.076886",37.95338,-122.076886,"32,685",Q3,No,0,26,Offer C,Yes,45.09,No,Yes,Fiber Optic,41,Yes,No,Yes,Yes,No,No,No,No,One Year,Yes,Credit Card,87.15,2274.1,0,20,1172.34,3466.44,3,Stayed,No,0,77,5689,,,No
3099-OONVS,Male,34,No,No,Yes,Yes,1,United States,California,Crockett,94525,"38.049292, -122.228415",38.049292,-122.228415,"3,193",Q3,Yes,6,25,Offer C,Yes,37.97,No,Yes,DSL,22,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.3,1296.8,0,0,949.25,2246.05,4,Stayed,No,0,63,3971,,,Yes
9500-WBGRP,Male,19,Yes,No,No,No,0,United States,California,Danville,94526,"37.815459, -121.977203",37.815459,-121.977203,"32,873",Q3,No,0,69,Offer A,Yes,42.49,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.1,1268.85,0,0,2931.81,4200.66,3,Stayed,No,0,31,4535,,,No
5183-KLYEM,Female,30,No,No,No,No,0,United States,California,El Cerrito,94530,"37.924838, -122.289145",37.924838,-122.289145,"23,141",Q3,No,0,72,Offer A,Yes,35.24,Yes,Yes,Fiber Optic,42,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,112.75,8192.6,0,0,2537.28,10729.88,4,Stayed,No,0,60,4927,,,No
5144-PQCDZ,Male,55,No,No,No,No,0,United States,California,Fairfield,94533,"38.287136, -122.02711",38.287136,-122.02711,"77,683",Q3,No,0,4,,Yes,34.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.95,59.25,0,0,139.44,198.69,5,Stayed,No,0,64,3172,,,No
8514-VZHEB,Male,35,No,No,Yes,Yes,2,United States,California,Travis Afb,94535,"38.265899, -121.939461",38.265899,-121.939461,"9,978",Q3,Yes,10,59,Offer B,Yes,18.75,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.5,1147.85,0,0,1106.25,2254.1,3,Stayed,No,0,50,5293,,,Yes
6625-IUTTT,Male,29,Yes,No,No,No,0,United States,California,Fremont,94536,"37.572273, -121.964583",37.572273,-121.964583,"66,543",Q3,No,0,67,Offer A,Yes,49.74,No,Yes,Cable,41,Yes,No,Yes,No,No,Yes,Yes,No,Two Year,No,Bank Withdrawal,65.55,4361.55,0,40,3332.58,7734.13,4,Stayed,No,0,54,6035,,,No
0068-FIGTF,Female,20,Yes,No,No,No,0,United States,California,Fremont,94539,"37.516791, -121.899117",37.516791,-121.899117,"46,917",Q3,No,0,27,Offer C,Yes,48.91,No,Yes,DSL,59,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,78.2,2078.95,0,0,1320.57,3399.52,3,Stayed,No,0,54,2297,,,No
5965-GGPRW,Male,41,No,No,Yes,Yes,2,United States,California,Hayward,94541,"37.674002, -122.076796",37.674002,-122.076796,"60,274",Q3,Yes,5,72,Offer A,Yes,36.05,Yes,Yes,Fiber Optic,14,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,105.25,7609.75,0,0,2595.6,10205.35,3,Stayed,No,0,78,4427,,,Yes
8035-PWSEV,Female,60,No,No,No,No,0,United States,California,Hayward,94542,"37.656695, -122.048361",37.656695,-122.048361,"11,147",Q3,No,0,6,Offer E,Yes,35.88,No,Yes,Fiber Optic,10,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.25,487.05,0,0,215.28,702.33,3,Stayed,No,0,76,4430,,,No
2236-HILPA,Male,55,No,No,Yes,Yes,2,United States,California,Hayward,94544,"37.639215, -122.037554",37.639215,-122.037554,"72,993",Q3,Yes,9,62,Offer B,Yes,11.15,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.65,1218.45,0,0,691.3,1909.75,5,Stayed,No,0,40,6403,,,Yes
1840-BIUOG,Male,23,Yes,No,No,No,0,United States,California,Hayward,94545,"37.62984, -122.120843",37.62984,-122.120843,"27,311",Q3,No,0,20,,Yes,32.5,Yes,Yes,DSL,52,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,68.7,1416.2,0,0,650,2066.2,3,Stayed,No,0,73,2989,,,No
1356-MKYSK,Male,44,No,No,No,No,0,United States,California,Castro Valley,94546,"37.708327, -122.083473",37.708327,-122.083473,"41,698",Q3,No,0,6,Offer E,Yes,46.59,No,Yes,DSL,7,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,No,Credit Card,78.65,483.3,0,10,279.54,772.84,3,Stayed,No,0,68,2724,,,No
6080-LNESI,Male,63,No,No,No,No,0,United States,California,Hercules,94547,"37.991259, -122.214945",37.991259,-122.214945,"22,479",Q3,No,0,51,Offer B,Yes,18.07,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.75,1234.6,0,0,921.57,2156.17,3,Stayed,No,0,46,5080,,,No
1830-IPXVJ,Female,44,No,No,Yes,Yes,2,United States,California,Lafayette,94549,"37.907777, -122.127161",37.907777,-122.127161,"23,996",Q3,Yes,6,61,Offer B,Yes,25.4,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,1311.6,0,0,1549.4,2861,3,Stayed,No,0,22,6108,,,Yes
8398-TBIYD,Female,45,No,No,No,No,0,United States,California,Castro Valley,94552,"37.722727, -122.02157",37.722727,-122.02157,"13,212",Q3,No,0,72,Offer A,Yes,8.48,Yes,Yes,Fiber Optic,22,Yes,No,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,84.7,6185.15,0,0,610.56,6795.71,3,Stayed,No,0,78,4520,,,No
9418-RUKPH,Female,26,Yes,No,Yes,Yes,3,United States,California,Newark,94560,"37.504133, -122.032347",37.504133,-122.032347,"42,491",Q3,Yes,7,38,Offer C,Yes,49.9,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.95,756.4,0,0,1896.2,2652.6,4,Stayed,No,0,75,3614,,,Yes
4712-AUQZO,Male,53,No,No,No,No,0,United States,California,Pinole,94564,"37.996462, -122.293716",37.996462,-122.293716,"16,717",Q3,No,0,18,,No,0,No,Yes,DSL,30,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,33.6,550.35,0,0,0,550.35,4,Stayed,No,0,21,5388,,,No
9711-FJTBX,Male,60,No,No,Yes,Yes,1,United States,California,Pittsburg,94565,"38.006047, -121.916834",38.006047,-121.916834,"78,816",Q3,Yes,4,56,,Yes,11.48,No,Yes,Fiber Optic,10,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,85.85,4793.8,0,0,642.88,5436.68,4,Stayed,No,0,28,5058,,,Yes
2908-ZTPNF,Female,41,No,No,No,No,0,United States,California,Pleasanton,94566,"37.633361, -121.862395",37.633361,-121.862395,"36,669",Q3,No,0,36,Offer C,No,0,No,Yes,Cable,2,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,34.85,1267.2,0,0,0,1267.2,4,Stayed,No,0,50,4452,,,No
1414-YADCW,Male,45,No,No,Yes,No,0,United States,California,Deer Park,94576,"38.554383, -122.474773",38.554383,-122.474773,223,Q3,Yes,3,70,Offer A,Yes,1.07,No,Yes,Fiber Optic,21,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,84.6,5706.2,0,0,74.9,5781.1,3,Stayed,No,0,39,5679,,,Yes
8756-RDDLT,Female,53,No,No,No,No,0,United States,California,San Leandro,94577,"37.717196, -122.159338",37.717196,-122.159338,"41,871",Q3,No,0,68,,No,0,No,Yes,Cable,13,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,44.95,3085.35,0,0,0,3085.35,3,Stayed,No,0,63,5750,,,No
2862-PFNIK,Male,47,No,No,No,Yes,3,United States,California,San Leandro,94578,"37.704384, -122.126703",37.704384,-122.126703,"36,568",Q3,No,0,1,,No,0,No,Yes,Cable,21,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,24.7,24.7,0,0,0,24.7,4,Joined,No,0,29,3518,,,No
5816-QVHRX,Female,26,Yes,No,No,No,0,United States,California,San Leandro,94579,"37.687264, -122.15728",37.687264,-122.15728,"19,815",Q3,No,0,37,,Yes,45.06,Yes,Yes,Fiber Optic,82,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,100.3,3541.4,0,0,1667.22,5208.62,5,Stayed,No,0,44,4040,,,No
4430-YHXGG,Female,20,Yes,No,No,Yes,3,United States,California,San Lorenzo,94580,"37.676249, -122.132415",37.676249,-122.132415,"26,240",Q3,No,0,4,Offer E,Yes,38.97,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,25.45,84.2,0,0,155.88,240.08,5,Stayed,No,0,77,2616,,,No
6888-SBYAI,Male,56,No,No,No,No,0,United States,California,San Ramon,94583,"37.766556, -121.976784",37.766556,-121.976784,"44,078",Q3,No,0,1,Offer E,Yes,38.05,No,Yes,Cable,14,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.7,50.7,0,0,38.05,88.75,3,Joined,No,0,30,3007,,,No
7395-XWZOY,Male,45,No,No,No,No,0,United States,California,Suisun City,94585,"38.197907, -122.017258",38.197907,-122.017258,"39,279",Q3,No,0,20,,No,0,No,Yes,DSL,20,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,55,1165.55,0,0,0,1165.55,3,Stayed,No,0,68,4481,,,No
7169-YWAMK,Male,52,No,No,Yes,Yes,1,United States,California,Sunol,94586,"37.587494, -121.862856",37.587494,-121.862856,790,Q3,Yes,7,72,,Yes,15.96,No,Yes,DSL,26,Yes,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,68.4,4855.35,0,0,1149.12,6004.47,3,Stayed,No,0,79,5504,,,Yes
6859-RKMZJ,Male,38,No,No,Yes,No,0,United States,California,Vallejo,94589,"38.161321, -122.271588",38.161321,-122.271588,"42,209",Q3,Yes,6,11,,Yes,44.2,No,Yes,DSL,15,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,55.05,608.15,0,0,486.2,1094.35,3,Stayed,No,0,21,2762,,,Yes
2729-VNVAP,Female,35,No,No,Yes,Yes,1,United States,California,Vallejo,94590,"38.104705, -122.247387",38.104705,-122.247387,"37,218",Q3,No,0,33,,Yes,12.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.8,641.35,0,0,412.83,1054.18,4,Stayed,No,0,42,2635,,,Yes
2049-BAFNW,Female,60,No,No,No,No,0,United States,California,Vallejo,94592,"38.093701, -122.276589",38.093701,-122.276589,159,Q3,No,0,1,Offer E,No,0,No,Yes,DSL,7,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,35.9,35.9,0,0,0,35.9,5,Joined,No,0,55,3929,,,No
3842-QTGDL,Male,59,No,No,Yes,No,0,United States,California,Walnut Creek,94595,"37.862128, -122.075197",37.862128,-122.075197,"18,024",Q3,Yes,8,16,,Yes,46,No,Yes,Fiber Optic,30,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,80.75,1321.3,0,0,736,2057.3,3,Stayed,No,0,55,2942,,,Yes
7163-OCEQI,Male,64,No,No,Yes,Yes,2,United States,California,Walnut Creek,94596,"37.900662, -122.052782",37.900662,-122.052782,"40,917",Q3,Yes,6,22,,Yes,36.15,Yes,Yes,DSL,11,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,78.65,1663.75,0,0,795.3,2459.05,3,Stayed,No,0,67,3571,,,Yes
9782-LGXMC,Female,35,No,No,Yes,Yes,1,United States,California,Walnut Creek,94598,"37.916648, -122.008483",37.916648,-122.008483,"26,022",Q3,Yes,6,49,,Yes,35.29,No,Yes,DSL,28,Yes,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,61.75,3024.15,0,0,1729.21,4753.36,3,Stayed,No,0,39,5511,,,Yes
5975-BAICR,Male,36,No,No,Yes,Yes,2,United States,California,Yountville,94599,"38.421458, -122.365048",38.421458,-122.365048,"2,873",Q3,Yes,8,36,,Yes,47.45,No,Yes,DSL,14,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Credit Card,63.7,2188.5,0,0,1708.2,3896.7,3,Stayed,No,0,31,2504,,,Yes
4673-KKSLS,Female,56,No,No,No,No,0,United States,California,Oakland,94605,"37.758019, -122.138678",37.758019,-122.138678,"42,854",Q3,No,0,31,,Yes,40.92,No,Yes,Fiber Optic,20,Yes,No,Yes,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,87.6,2724.25,0,70,1268.52,4062.77,4,Stayed,No,0,48,5094,,,No
4853-OITSN,Male,33,No,No,Yes,No,0,United States,California,Oakland,94606,"37.792489, -122.244314",37.792489,-122.244314,"41,876",Q3,Yes,8,5,Offer E,Yes,15.74,Yes,Yes,Fiber Optic,28,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.15,413.25,0,0,78.7,491.95,3,Stayed,No,0,27,2576,,,Yes
9800-OUIGR,Male,61,No,No,Yes,Yes,1,United States,California,Oakland,94607,"37.80707, -122.297401",37.80707,-122.297401,"21,054",Q3,Yes,4,66,,Yes,7.83,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20,1374.2,0,0,516.78,1890.98,3,Stayed,No,0,74,5011,,,Yes
2324-EFHVG,Male,37,No,No,No,No,0,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,"21,097",Q3,No,0,64,,Yes,45.82,Yes,Yes,Fiber Optic,14,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.4,6692.65,0,0,2932.48,9625.13,4,Stayed,No,0,38,5617,,,No
7094-MSZAO,Male,55,No,No,Yes,Yes,3,United States,California,Oakland,94610,"37.808731, -122.238708",37.808731,-122.238708,"29,964",Q3,Yes,7,10,,Yes,13.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.05,218.5,0,0,138.3,356.8,4,Stayed,No,0,23,2049,,,Yes
6907-CQGPN,Male,40,No,No,No,No,0,United States,California,Oakland,94612,"37.809014, -122.269739",37.809014,-122.269739,"11,702",Q3,No,0,29,,No,0,No,Yes,DSL,27,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,34.3,1004.75,0,0,0,1004.75,5,Stayed,No,0,65,2555,,,No
0780-XNZFN,Male,60,No,No,No,No,0,United States,California,Oakland,94618,"37.84551, -122.235181",37.84551,-122.235181,"15,438",Q3,No,0,57,,Yes,1.69,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.65,1125.6,0,0,96.33,1221.93,5,Stayed,No,0,49,4193,,,No
0239-OXEXL,Female,37,No,No,No,No,0,United States,California,Oakland,94619,"37.787186, -122.14633",37.787186,-122.14633,"24,518",Q3,No,0,46,,Yes,43.27,Yes,Yes,Fiber Optic,21,Yes,Yes,No,No,No,No,No,No,Month-to-Month,No,Credit Card,84.25,3847.6,0,100,1990.42,5938.02,4,Stayed,No,0,49,3509,,,No
2675-IJRGJ,Male,62,No,No,No,No,0,United States,California,Oakland,94621,"37.750553, -122.197175",37.750553,-122.197175,"30,751",Q3,No,0,53,,Yes,23.17,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.65,978,0,0,1228.01,2206.01,3,Stayed,No,0,68,5878,,,No
7049-GKVZY,Female,45,No,No,No,No,0,United States,California,Berkeley,94702,"37.866009, -122.286228",37.866009,-122.286228,"15,638",Q3,No,0,17,,Yes,12.69,No,Yes,Cable,22,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,79.85,1387.35,0,0,215.73,1603.08,3,Stayed,No,0,42,5574,,,No
8577-QSOCG,Female,54,No,No,Yes,Yes,1,United States,California,Berkeley,94703,"37.863843, -122.275684",37.863843,-122.275684,"19,763",Q3,Yes,9,38,,Yes,26.84,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.2,746.05,0,0,1019.92,1765.97,4,Stayed,No,0,63,2631,,,Yes
3721-CNZHX,Male,49,No,No,No,No,0,United States,California,Berkeley,94704,"37.871416, -122.246597",37.871416,-122.246597,"21,205",Q3,No,0,15,,Yes,5.54,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,304.6,0,0,83.1,387.7,4,Stayed,No,0,28,5753,,,No
0212-ISBBF,Female,51,No,No,No,No,0,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,"12,448",Q3,No,0,22,,No,0,No,Yes,Cable,22,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,50.35,1098.85,0,0,0,1098.85,3,Stayed,No,0,73,2875,,,No
3585-YNADK,Female,25,Yes,No,Yes,No,0,United States,California,Berkeley,94707,"37.897753, -122.279391",37.897753,-122.279391,"11,889",Q3,Yes,2,57,,Yes,6.63,Yes,Yes,Cable,27,No,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,74.6,4368.95,0,0,377.91,4746.86,4,Stayed,No,0,76,4546,,,Yes
1099-GODLO,Female,62,No,No,Yes,Yes,3,United States,California,Berkeley,94709,"37.878554, -122.26609",37.878554,-122.26609,"10,147",Q3,Yes,9,1,,Yes,30.09,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.35,20.35,0,0,30.09,50.44,5,Joined,No,0,38,4836,,,Yes
6828-HMKWP,Male,24,Yes,No,Yes,Yes,1,United States,California,Berkeley,94710,"37.872902, -122.303708",37.872902,-122.303708,"8,157",Q3,Yes,3,12,,Yes,49.7,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,21.05,262.05,0,0,596.4,858.45,4,Stayed,No,0,25,4843,,,Yes
1472-TNCWL,Male,55,No,No,No,Yes,1,United States,California,El Sobrante,94803,"37.963995, -122.288296",37.963995,-122.288296,"25,399",Q3,No,0,36,,Yes,21.3,No,Yes,Fiber Optic,18,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.7,3512.5,0,0,766.8,4279.3,3,Stayed,No,0,76,4671,,,No
2080-GKCWQ,Male,54,No,No,No,No,0,United States,California,San Pablo,94806,"37.980269, -122.342635",37.980269,-122.342635,"55,720",Q3,No,0,2,,Yes,3.76,No,Yes,Fiber Optic,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.95,151.75,0,0,7.52,159.27,4,Joined,No,0,76,3969,,,No
2193-SFWQW,Male,47,No,No,Yes,Yes,1,United States,California,San Rafael,94903,"38.018065, -122.546024",38.018065,-122.546024,"28,403",Q3,Yes,9,72,,Yes,24.08,No,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,111.95,8033.1,0,0,1733.76,9766.86,3,Stayed,No,0,25,4004,,,Yes
5656-JAMLX,Male,29,Yes,No,No,No,0,United States,California,Greenbrae,94904,"37.946617, -122.563571",37.946617,-122.563571,"12,010",Q3,No,0,62,,Yes,14.17,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.85,1253.65,0,0,878.54,2132.19,5,Stayed,No,0,45,4278,,,No
3462-BJQQA,Female,23,Yes,No,No,No,0,United States,California,Belvedere Tiburon,94920,"37.885629, -122.46858",37.885629,-122.46858,"13,065",Q3,No,0,6,,Yes,34.42,Yes,Yes,Fiber Optic,42,No,Yes,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,89.75,552.65,0,60,206.52,819.17,5,Stayed,No,0,63,2370,,,No
0442-TDYUO,Male,44,No,No,Yes,No,0,United States,California,Bodega,94922,"38.343282, -122.9755",38.343282,-122.9755,584,Q3,Yes,4,48,,Yes,33.06,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.05,1036,0,0,1586.88,2622.88,3,Stayed,No,0,28,2964,,,Yes
6733-LRIZX,Male,42,No,No,No,No,0,United States,California,Bodega Bay,94923,"38.377165, -123.037957",38.377165,-123.037957,"1,785",Q3,No,0,35,,Yes,20.07,Yes,Yes,Fiber Optic,23,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,108.95,4025.5,0,0,702.45,4727.95,3,Stayed,No,0,32,5903,,,No
9503-XJUME,Male,23,Yes,No,No,Yes,2,United States,California,Bolinas,94924,"37.943087, -122.72379",37.943087,-122.72379,"1,573",Q3,No,0,52,,Yes,22.65,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.65,928.4,0,0,1177.8,2106.2,4,Stayed,No,0,34,4279,,,No
4367-NHWMM,Female,37,No,No,No,No,0,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,"9,038",Q3,No,0,1,,No,0,No,Yes,Cable,13,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,24.9,24.9,0,0,0,24.9,4,Joined,No,0,61,5318,,,No
3779-OSWCF,Female,38,No,No,Yes,No,0,United States,California,Dillon Beach,94929,"38.24458, -122.956268",38.24458,-122.956268,330,Q3,Yes,8,71,,Yes,12.12,Yes,Yes,Cable,23,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,93.2,6506.15,0,0,860.52,7366.67,3,Stayed,No,0,69,4493,,,Yes
6736-DHUQI,Female,64,No,No,Yes,Yes,3,United States,California,Fairfax,94930,"37.971751, -122.611873",37.971751,-122.611873,"8,486",Q3,Yes,5,67,,Yes,3.47,No,Yes,Fiber Optic,21,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,84.8,5598.3,0,0,232.49,5830.79,4,Stayed,No,0,66,6072,,,Yes
1360-RCYRT,Male,45,No,No,Yes,Yes,1,United States,California,Forest Knolls,94933,"38.010092, -122.689442",38.010092,-122.689442,"1,025",Q3,Yes,2,23,Offer D,No,0,No,Yes,DSL,19,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,30.35,678.75,0,0,0,678.75,4,Stayed,No,0,62,4960,,,Yes
2724-FJDYW,Male,31,No,No,No,Yes,3,United States,California,Inverness,94937,"38.099323, -122.945723",38.099323,-122.945723,"1,004",Q3,No,0,39,,No,0,No,Yes,DSL,29,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,54.85,2191.7,0,0,0,2191.7,4,Stayed,No,0,72,3884,,,No
4451-RWASJ,Male,35,No,No,Yes,Yes,3,United States,California,Lagunitas,94938,"38.021772, -122.691744",38.021772,-122.691744,821,Q3,Yes,9,15,Offer D,Yes,49.36,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.5,239.75,0,0,740.4,980.15,4,Stayed,No,0,59,5471,,,Yes
3460-TJBWI,Male,58,No,No,Yes,Yes,3,United States,California,Marshall,94940,"38.129308, -122.834815",38.129308,-122.834815,406,Q3,Yes,1,24,,Yes,7.37,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.2,609.05,0,0,176.88,785.93,5,Stayed,No,0,46,5865,,,Yes
5917-HBSDW,Female,20,Yes,No,Yes,Yes,2,United States,California,Mill Valley,94941,"37.901371, -122.572024",37.901371,-122.572024,"28,727",Q3,Yes,1,37,,Yes,2.68,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.35,683.75,0,0,99.16,782.91,5,Stayed,No,0,31,2360,,,Yes
0956-ACVZC,Female,23,Yes,No,No,No,0,United States,California,Novato,94947,"38.112166, -122.634384",38.112166,-122.634384,"24,741",Q3,No,0,54,,Yes,48.97,No,Yes,Fiber Optic,42,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Credit Card,94.1,5060.9,0,140,2644.38,7845.28,3,Stayed,No,0,70,4084,,,No
2325-NBPZG,Female,20,Yes,No,No,No,0,United States,California,Novato,94949,"38.067204, -122.524004",38.067204,-122.524004,"13,361",Q3,No,0,3,,Yes,10.1,No,Yes,Fiber Optic,73,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.55,233.65,0,0,30.3,263.95,3,Joined,No,0,58,5125,,,No
4482-FTFFX,Male,23,Yes,No,No,No,0,United States,California,Penngrove,94951,"38.325599, -122.642352",38.325599,-122.642352,"3,777",Q3,No,0,5,,Yes,26.86,No,Yes,DSL,71,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,56.15,291.45,0,0,134.3,425.75,4,Stayed,No,0,78,5232,,,No
8859-DZTGQ,Male,21,Yes,No,No,No,0,United States,California,Petaluma,94952,"38.237018, -122.77872",38.237018,-122.77872,"31,930",Q3,No,0,33,,Yes,14.48,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.35,689.75,0,0,477.84,1167.59,3,Stayed,No,0,71,2507,,,No
0440-MOGPM,Female,51,No,No,No,No,0,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,"35,419",Q3,No,0,41,,Yes,6.16,Yes,Yes,DSL,12,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,80.55,3263.9,0,0,252.56,3516.46,3,Stayed,No,0,29,4176,,,No
0020-JDNXP,Female,52,No,No,Yes,Yes,1,United States,California,Point Reyes Station,94956,"38.060264, -122.830646",38.060264,-122.830646,"1,885",Q3,No,0,34,,No,0,No,Yes,DSL,20,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,61.25,1993.2,0,0,0,1993.2,4,Stayed,No,0,37,3607,,,Yes
3752-CQSJI,Female,59,No,No,Yes,Yes,1,United States,California,San Anselmo,94960,"37.99272, -122.575026",37.99272,-122.575026,"16,849",Q3,Yes,1,13,Offer D,Yes,16.4,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.45,254.5,0,0,213.2,467.7,3,Stayed,No,0,25,5417,,,Yes
5025-GOOKI,Female,46,No,No,No,No,0,United States,California,San Geronimo,94963,"38.00474, -122.663717",38.00474,-122.663717,548,Q3,No,0,20,Offer D,Yes,33.86,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,18.9,347.65,0,0,677.2,1024.85,5,Stayed,No,0,51,4277,,,No
2887-JPYLU,Female,58,No,No,No,Yes,3,United States,California,Stinson Beach,94970,"37.921137, -122.657562",37.921137,-122.657562,781,Q3,No,0,41,,Yes,38.94,No,Yes,DSL,28,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,45.2,1841.9,0,0,1596.54,3438.44,5,Stayed,No,0,42,4418,,,No
4770-QAZXN,Female,42,No,No,No,No,0,United States,California,Tomales,94971,"38.240769, -122.901041",38.240769,-122.901041,384,Q3,No,0,13,Offer D,Yes,46.3,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.45,232.1,0,0,601.9,834,5,Stayed,No,0,54,2783,,,No
4896-CPRPF,Male,38,No,No,Yes,Yes,3,United States,California,Valley Ford,94972,"38.339996, -122.935056",38.339996,-122.935056,66,Q3,Yes,1,35,,Yes,13.67,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.45,809.25,0,0,478.45,1287.7,4,Stayed,No,0,36,4873,,,Yes
9714-EDSUC,Male,25,Yes,No,No,No,0,United States,California,Alviso,95002,"37.449537, -121.994813",37.449537,-121.994813,"2,147",Q3,No,0,4,,Yes,11.5,No,Yes,Fiber Optic,41,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,94.9,360.55,0,0,46,406.55,4,Stayed,No,0,22,3094,,,No
7353-YOWFP,Female,41,No,No,No,No,0,United States,California,Brookdale,95007,"37.106902, -122.100006",37.106902,-122.100006,"1,007",Q3,No,0,7,,Yes,39.59,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.25,129.15,0,0,277.13,406.28,5,Stayed,No,0,54,4208,,,No
8008-ESFLK,Female,43,No,No,Yes,No,0,United States,California,Capitola,95010,"36.977025, -121.952864",36.977025,-121.952864,"9,673",Q3,Yes,1,53,,Yes,6.68,No,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,110.5,5835.5,0,0,354.04,6189.54,3,Stayed,No,0,59,4135,,,Yes
3363-EWLGO,Female,33,No,No,No,No,0,United States,California,Freedom,95019,"36.936228, -121.785559",36.936228,-121.785559,"4,753",Q3,No,0,5,,Yes,34.8,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,109.6,0,0,174,283.6,3,Stayed,No,0,67,5252,,,No
1689-YQBYY,Female,43,No,No,No,Yes,1,United States,California,Los Gatos,95030,"37.222842, -121.988727",37.222842,-121.988727,"13,290",Q3,No,0,12,Offer D,Yes,26.13,Yes,Yes,Fiber Optic,23,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.6,893,0,0,313.56,1206.56,3,Stayed,No,0,61,3280,,,No
4487-ZYJZK,Female,60,No,No,Yes,Yes,2,United States,California,Los Gatos,95032,"37.233034, -121.947427",37.233034,-121.947427,"24,443",Q3,Yes,1,38,,Yes,36.72,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.6,763.1,0,0,1395.36,2158.46,3,Stayed,No,0,53,4623,,,Yes
2959-FENLU,Female,64,No,No,No,No,0,United States,California,Los Gatos,95033,"37.160194, -121.945611",37.160194,-121.945611,"10,172",Q3,No,0,9,,Yes,48.38,No,Yes,Fiber Optic,8,No,No,Yes,No,No,Yes,Yes,No,Month-to-Month,Yes,Credit Card,85.3,781.4,0,10,435.42,1226.82,5,Stayed,No,0,28,5850,,,No
0708-LGSMF,Male,56,No,No,Yes,No,0,United States,California,Milpitas,95035,"37.441931, -121.878502",37.441931,-121.878502,"62,848",Q3,Yes,1,13,Offer D,Yes,14.32,Yes,Yes,DSL,4,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,65.85,902.25,0,0,186.16,1088.41,3,Stayed,No,0,44,2731,,,Yes
7634-HLQJR,Female,52,No,No,Yes,Yes,1,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,899,Q3,Yes,1,47,,Yes,1.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,1016.7,0,0,67.68,1084.38,5,Stayed,No,0,35,3260,,,Yes
0487-RPVUM,Male,49,No,No,Yes,No,0,United States,California,Mount Hermon,95041,"37.051166, -122.056194",37.051166,-122.056194,77,Q3,Yes,1,61,,Yes,15.15,Yes,Yes,Fiber Optic,28,Yes,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,99.4,5943.65,0,0,924.15,6867.8,4,Stayed,No,0,44,5404,,,Yes
4079-ULGFR,Male,22,Yes,No,No,No,0,United States,California,Paicines,95043,"36.525703, -120.952122",36.525703,-120.952122,813,Q3,No,0,16,Offer D,Yes,4.13,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20,275.7,0,0,66.08,341.78,3,Stayed,No,0,75,3705,,,No
2516-XSJKX,Female,20,Yes,No,Yes,Yes,2,United States,California,San Juan Bautista,95045,"36.810568, -121.503022",36.810568,-121.503022,"3,402",Q3,Yes,1,41,,Yes,32.29,No,Yes,DSL,69,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,78.45,3126.45,0,0,1323.89,4450.34,3,Stayed,No,0,27,5468,,,Yes
0057-QBUQH,Female,31,No,No,No,Yes,3,United States,California,San Martin,95046,"37.084697, -121.606417",37.084697,-121.606417,"5,671",Q3,No,0,43,,Yes,30.64,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.1,1070.15,0,0,1317.52,2387.67,4,Stayed,No,0,59,4797,,,No
6599-SFQVE,Female,27,Yes,No,No,No,0,United States,California,Santa Clara,95051,"37.348129, -121.98469",37.348129,-121.98469,"52,986",Q3,No,0,6,,Yes,37.57,No,Yes,Cable,58,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55,340.4,0,0,225.42,565.82,5,Stayed,No,0,21,2629,,,No
8331-ZXFOE,Female,56,No,No,No,No,0,United States,California,Santa Clara,95054,"37.393554, -121.965114",37.393554,-121.965114,"13,031",Q3,No,0,58,,Yes,42.33,Yes,Yes,Cable,7,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,71.1,4299.2,0,0,2455.14,6754.34,3,Stayed,No,0,42,5395,,,No
4003-FUSHP,Male,62,No,No,No,No,0,United States,California,Santa Cruz,95060,"36.993451, -122.098858",36.993451,-122.098858,"43,192",Q3,No,0,19,Offer D,Yes,46.49,No,Yes,Cable,8,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,61.55,1093.2,0,0,883.31,1976.51,3,Stayed,No,0,60,5831,,,No
0356-ERHVT,Male,54,No,No,Yes,No,0,United States,California,Santa Cruz,95062,"36.974575, -121.991149",36.974575,-121.991149,"36,631",Q3,Yes,1,11,Offer D,Yes,12.95,No,Yes,Cable,6,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.9,521.9,0,0,142.45,664.35,5,Stayed,No,0,41,3880,,,Yes
7325-ENZFI,Female,37,No,No,No,No,0,United States,California,Santa Cruz,95064,"37.007882, -122.065975",37.007882,-122.065975,"4,563",Q3,No,0,39,,No,0,No,Yes,DSL,19,Yes,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,40.3,1630.4,0,0,0,1630.4,3,Stayed,No,0,77,3424,,,No
3920-HIHMQ,Female,53,No,No,No,Yes,1,United States,California,Scotts Valley,95066,"37.070177, -122.010077",37.070177,-122.010077,"14,574",Q3,No,0,26,,Yes,16.34,Yes,Yes,DSL,19,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,49.5,1265.65,0,150,424.84,1840.49,5,Stayed,No,0,38,4196,,,No
0613-WUXUM,Female,38,No,No,Yes,Yes,3,United States,California,Soquel,95073,"37.023669, -121.946461",37.023669,-121.946461,"9,823",Q3,Yes,1,70,,Yes,38.63,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.2,1401.4,0,0,2704.1,4105.5,3,Stayed,No,0,53,5261,,,Yes
4458-KVRBJ,Male,25,Yes,No,No,No,0,United States,California,San Jose,95110,"37.34667, -121.910019",37.34667,-121.910019,"18,197",Q3,No,0,59,,Yes,25.89,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25,1510.5,0,0,1527.51,3038.01,4,Stayed,No,0,69,5537,,,No
1397-XKKWR,Male,47,No,No,No,No,0,United States,California,San Jose,95112,"37.343827, -121.883119",37.343827,-121.883119,"52,334",Q3,No,0,7,,No,0,No,Yes,DSL,14,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,35.3,264.8,0,0,0,264.8,4,Stayed,No,0,39,3463,,,No
8097-OMULG,Male,63,No,No,Yes,Yes,2,United States,California,San Jose,95116,"37.350284, -121.852855",37.350284,-121.852855,"51,706",Q3,Yes,1,59,,Yes,15.94,No,Yes,DSL,19,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,76.75,4541.9,0,0,940.46,5482.36,4,Stayed,No,0,24,5918,,,Yes
6013-BHCAW,Male,27,Yes,No,Yes,Yes,3,United States,California,San Jose,95117,"37.311088, -121.961786",37.311088,-121.961786,"29,914",Q3,Yes,1,61,,Yes,32.96,Yes,Yes,DSL,41,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,81,4976.15,0,0,2010.56,6986.71,4,Stayed,No,0,40,4151,,,Yes
0401-WDBXM,Male,22,Yes,No,Yes,Yes,3,United States,California,San Jose,95118,"37.255479, -121.889838",37.255479,-121.889838,"31,926",Q3,Yes,4,72,,Yes,8.33,Yes,Yes,Fiber Optic,59,Yes,No,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,105.55,7542.25,0,10,599.76,8152.01,3,Stayed,No,0,62,4331,,,Yes
3387-PLKUI,Female,27,Yes,No,Yes,Yes,1,United States,California,San Jose,95119,"37.233226, -121.78809",37.233226,-121.78809,"10,155",Q3,Yes,6,13,Offer D,Yes,16.74,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,18.8,251.25,0,0,217.62,468.87,5,Stayed,No,0,71,2333,,,Yes
6096-EGVTU,Female,50,No,No,Yes,Yes,1,United States,California,San Jose,95120,"37.186141, -121.843554",37.186141,-121.843554,"37,090",Q3,Yes,6,64,,Yes,19.23,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,24.9,1595.5,0,0,1230.72,2826.22,4,Stayed,No,0,62,5038,,,Yes
5081-NWSUP,Female,54,No,No,No,No,0,United States,California,San Jose,95122,"37.32886, -121.834567",37.32886,-121.834567,"59,841",Q3,No,0,10,Offer D,Yes,37.45,No,Yes,DSL,5,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,64.9,685.55,0,0,374.5,1060.05,3,Stayed,No,0,62,4883,,,No
2580-ATZSQ,Female,55,No,No,Yes,Yes,2,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,"59,632",Q3,No,0,65,Offer B,Yes,19.25,No,Yes,DSL,19,Yes,Yes,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,61.35,3874.1,0,0,1251.25,5125.35,3,Stayed,No,0,36,6354,,,Yes
8085-MSNLK,Female,21,Yes,No,Yes,No,0,United States,California,San Jose,95124,"37.257063, -121.923037",37.257063,-121.923037,"45,257",Q3,Yes,3,62,Offer B,Yes,42.68,Yes,Yes,Fiber Optic,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,113.95,6891.4,0,0,2646.16,9537.56,3,Stayed,No,0,71,6193,,,Yes
9691-HKOVS,Female,20,Yes,No,Yes,No,0,United States,California,San Jose,95125,"37.294926, -121.894763",37.294926,-121.894763,"46,185",Q3,Yes,8,55,Offer B,Yes,47.46,Yes,Yes,DSL,53,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.15,4916.95,0,0,2610.3,7527.25,3,Stayed,No,0,77,4712,,,Yes
9881-VCZEP,Female,29,Yes,No,Yes,No,0,United States,California,San Jose,95126,"37.327069, -121.916819",37.327069,-121.916819,"27,023",Q3,Yes,8,25,,Yes,12.12,Yes,Yes,Cable,59,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,54.1,1373,0,110,303,1786,3,Stayed,No,0,64,5701,,,Yes
8757-TFHHJ,Male,55,No,No,No,No,0,United States,California,San Jose,95128,"37.316146, -121.936285",37.316146,-121.936285,"32,804",Q3,No,0,1,,Yes,38.21,No,Yes,Cable,13,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,49.8,49.8,0,0,38.21,88.01,3,Joined,No,0,24,2978,,,No
5119-KEPFY,Male,50,No,No,Yes,No,0,United States,California,San Jose,95131,"37.387027, -121.897775",37.387027,-121.897775,"26,389",Q3,Yes,3,36,,Yes,5.99,Yes,Yes,Fiber Optic,6,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95,3440.25,0,0,215.64,3655.89,5,Stayed,No,0,64,3057,,,Yes
0916-KNFAJ,Male,37,No,No,Yes,No,0,United States,California,San Jose,95133,"37.371862, -121.860349",37.371862,-121.860349,"26,032",Q3,Yes,1,61,Offer B,Yes,4.69,Yes,Yes,Cable,4,Yes,No,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,69.9,4226.7,0,0,286.09,4512.79,4,Stayed,No,0,76,5117,,,Yes
8319-QBEHW,Male,32,No,No,No,Yes,3,United States,California,San Jose,95134,"37.42765, -121.945416",37.42765,-121.945416,"9,657",Q3,No,0,26,,No,0,No,Yes,Cable,58,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,39.95,1023.75,0,0,0,1023.75,4,Stayed,No,0,74,2715,,,No
9625-QNLUX,Male,51,No,No,Yes,Yes,2,United States,California,San Jose,95138,"37.246064, -121.749494",37.246064,-121.749494,"14,792",Q3,Yes,2,68,,Yes,21.86,No,Yes,Fiber Optic,29,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,103.25,7074.4,0,0,1486.48,8560.88,4,Stayed,No,0,22,4751,,,Yes
4024-CSNBY,Female,39,No,No,Yes,No,0,United States,California,Mount Hamilton,95140,"37.382909, -121.634151",37.382909,-121.634151,38,Q3,Yes,8,72,,Yes,11.02,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,Yes,No,No,No,No,Two Year,Yes,Bank Withdrawal,94.25,6849.75,0,100,793.44,7743.19,4,Stayed,No,0,51,6295,,,Yes
7110-BDTWG,Female,59,No,No,Yes,No,0,United States,California,San Jose,95148,"37.339533, -121.777179",37.339533,-121.777179,"44,103",Q3,Yes,4,71,,No,0,No,Yes,Cable,6,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,47.05,3263.6,0,0,0,3263.6,4,Stayed,No,0,76,6302,,,Yes
7493-GVFIO,Male,56,No,No,No,No,0,United States,California,Stockton,95202,"37.959706, -121.287669",37.959706,-121.287669,"7,071",Q3,No,0,57,Offer B,Yes,12.99,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.55,1252.85,0,0,740.43,1993.28,3,Stayed,No,0,48,4565,,,No
0690-SRQID,Male,20,Yes,No,No,No,0,United States,California,Stockton,95203,"37.954089, -121.329761",37.954089,-121.329761,"16,357",Q3,No,0,4,Offer E,Yes,18.28,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.65,67.55,0,0,73.12,140.67,3,Stayed,No,0,72,4925,,,No
9114-DPSIA,Male,22,Yes,No,Yes,Yes,3,United States,California,Stockton,95205,"37.965695, -121.260051",37.965695,-121.260051,"34,138",Q3,Yes,8,72,,Yes,2.73,Yes,Yes,DSL,59,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,81,5750,0,0,196.56,5946.56,3,Stayed,No,0,77,4237,,,Yes
4700-UBQMV,Male,42,No,No,Yes,Yes,3,United States,California,Stockton,95206,"37.902422, -121.440029",37.902422,-121.440029,"49,657",Q3,Yes,6,21,,Yes,31.55,Yes,Yes,DSL,23,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,75.9,1549.75,0,0,662.55,2212.3,4,Stayed,No,0,47,3503,,,Yes
7711-GQBZC,Female,42,No,No,Yes,Yes,1,United States,California,Stockton,95207,"38.002125, -121.324979",38.002125,-121.324979,"49,965",Q3,Yes,1,71,,Yes,19.49,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.7,1810.55,0,0,1383.79,3194.34,4,Stayed,No,0,45,5187,,,Yes
9795-NREXC,Female,41,No,No,Yes,No,0,United States,California,Stockton,95212,"38.049457, -121.21653",38.049457,-121.21653,"6,951",Q3,Yes,5,64,Offer B,Yes,11.85,Yes,Yes,DSL,2,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,85,5484.4,0,0,758.4,6242.8,4,Stayed,No,0,56,5472,,,Yes
8573-CGOCC,Male,48,No,No,No,No,0,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,"23,789",Q3,No,0,16,,Yes,24.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.75,294.9,0,0,396.64,691.54,5,Stayed,No,0,55,5433,,,No
7356-AYNJP,Female,33,No,No,No,No,0,United States,California,Stockton,95219,"38.029729, -121.387999",38.029729,-121.387999,"19,109",Q3,No,0,4,Offer E,Yes,6.36,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,23.9,97.5,0,0,25.44,122.94,4,Stayed,No,0,57,5685,,,No
6286-SUUWT,Male,44,No,No,No,No,0,United States,California,Arnold,95223,"38.32153, -120.236358",38.32153,-120.236358,"5,159",Q3,No,0,1,Offer E,Yes,27.08,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,19.95,0,0,27.08,47.03,4,Joined,No,0,21,5916,,,No
4819-HJPIW,Male,32,No,No,No,No,0,United States,California,Avery,95224,"38.208336, -120.339938",38.208336,-120.339938,115,Q3,No,0,18,,No,0,No,Yes,DSL,8,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25.15,476.8,0,0,0,476.8,3,Stayed,No,0,31,2675,,,No
8654-DHAOW,Female,47,No,No,No,No,0,United States,California,Burson,95225,"38.183918, -120.898817",38.183918,-120.898817,27,Q3,No,0,2,Offer E,Yes,21.3,Yes,Yes,DSL,7,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Credit Card,54.15,101.65,0,10,42.6,154.25,5,Joined,No,0,27,3527,,,No
5438-QMDDL,Female,20,Yes,No,Yes,No,0,United States,California,Campo Seco,95226,"38.233879, -120.861666",38.233879,-120.861666,75,Q3,Yes,3,19,,Yes,8.3,No,Yes,DSL,48,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,59.8,1130.85,0,0,157.7,1288.55,3,Stayed,No,0,32,3652,,,Yes
9812-GHVRI,Female,50,No,No,No,No,0,United States,California,Clements,95227,"38.227285, -121.02789",38.227285,-121.02789,722,Q3,No,0,40,Offer B,Yes,33.66,Yes,Yes,Fiber Optic,20,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,83.85,3532.25,0,0,1346.4,4878.65,4,Stayed,No,0,31,4294,,,No
1228-ZLNBX,Male,25,Yes,No,No,No,0,United States,California,Farmington,95230,"37.956963, -120.863055",37.956963,-120.863055,596,Q3,No,0,21,,Yes,3.26,Yes,Yes,Fiber Optic,51,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,75.3,1570.7,0,0,68.46,1639.16,3,Stayed,No,0,50,2847,,,No
4226-KKDON,Male,41,No,No,No,No,0,United States,California,French Camp,95231,"37.873283, -121.292034",37.873283,-121.292034,"5,094",Q3,No,0,8,Offer E,Yes,30.8,No,Yes,DSL,27,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,66.65,520.95,0,0,246.4,767.35,4,Stayed,No,0,60,3804,,,No
3831-YCPUO,Female,38,No,No,Yes,Yes,1,United States,California,Glencoe,95232,"38.358464, -120.579304",38.358464,-120.579304,21,Q3,Yes,3,72,,Yes,32.23,No,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,109.5,7854.9,0,0,2320.56,10175.46,3,Stayed,No,0,55,6419,,,Yes
7445-WMRBW,Female,49,No,No,No,No,0,United States,California,Hathaway Pines,95233,"38.184914, -120.364085",38.184914,-120.364085,335,Q3,No,0,48,Offer B,Yes,21.39,Yes,Yes,DSL,3,No,Yes,Yes,Yes,Yes,No,No,No,One Year,Yes,Bank Withdrawal,73.85,3581.4,0,60,1026.72,4668.12,4,Stayed,No,0,29,4740,,,No
3308-DGHKL,Male,54,No,No,No,No,0,United States,California,Linden,95236,"38.047746, -121.030499",38.047746,-121.030499,"3,148",Q3,No,0,69,,Yes,17.74,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.3,1447.9,0,0,1224.06,2671.96,5,Stayed,No,0,63,5028,,,No
9924-JPRMC,Male,60,No,No,No,No,0,United States,California,Lockeford,95237,"38.166791, -121.14207",38.166791,-121.14207,"3,205",Q3,No,0,72,,Yes,36.49,Yes,Yes,Fiber Optic,27,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,118.2,8547.15,0,0,2627.28,11174.43,3,Stayed,No,0,55,4886,,,No
0080-EMYVY,Female,64,No,No,No,No,0,United States,California,Lodi,95240,"38.123544, -121.159078",38.123544,-121.159078,"45,755",Q3,No,0,14,,Yes,24.04,No,Yes,Cable,12,No,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,51.45,727.85,0,0,336.56,1064.41,3,Stayed,No,0,57,4298,,,No
6218-KNUBD,Male,58,No,No,No,No,0,United States,California,Lodi,95242,"38.128087, -121.4078",38.128087,-121.4078,"22,073",Q3,No,0,6,,Yes,10.88,No,Yes,Cable,8,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,59.45,357.6,0,0,65.28,422.88,4,Stayed,No,0,54,2393,,,No
7337-CINUD,Female,48,No,No,Yes,Yes,3,United States,California,Mokelumne Hill,95245,"38.304194, -120.592431",38.304194,-120.592431,"2,718",Q3,Yes,6,8,,Yes,17.2,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.5,159.35,0,0,137.6,296.95,4,Stayed,No,0,35,5206,,,Yes
7609-NRNCA,Female,21,Yes,No,No,No,0,United States,California,Mountain Ranch,95246,"38.264262, -120.515133",38.264262,-120.515133,"1,692",Q3,No,0,17,,Yes,42.42,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.55,280.85,0,0,721.14,1001.99,3,Stayed,No,0,42,4947,,,No
0623-EJQEG,Male,50,No,No,No,No,0,United States,California,Murphys,95247,"38.147852, -120.440124",38.147852,-120.440124,"4,353",Q3,No,0,65,Offer B,Yes,2.72,Yes,Yes,Fiber Optic,16,Yes,No,No,Yes,No,Yes,Yes,No,One Year,No,Bank Withdrawal,93.55,6069.25,0,30,176.8,6276.05,3,Stayed,No,0,76,5774,,,No
7153-CHRBV,Female,54,No,No,Yes,Yes,1,United States,California,San Andreas,95249,"38.196497, -120.61689",38.196497,-120.61689,"3,930",Q3,Yes,6,57,Offer B,Yes,18.85,No,Yes,Cable,24,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,59.3,3274.35,0,0,1074.45,4348.8,3,Stayed,No,0,38,6287,,,Yes
6198-PNNSZ,Female,54,No,No,Yes,No,0,United States,California,Valley Springs,95252,"38.156971, -120.849231",38.156971,-120.849231,"11,266",Q3,Yes,9,56,Offer B,Yes,37.76,Yes,Yes,Fiber Optic,21,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,109.8,6109.65,0,0,2114.56,8224.21,4,Stayed,No,0,77,5648,,,Yes
3317-VLGQT,Female,50,No,No,Yes,No,0,United States,California,Wallace,95254,"38.192608, -120.957842",38.192608,-120.957842,304,Q3,Yes,7,14,,Yes,4.45,No,Yes,Fiber Optic,16,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,78.1,1122.4,0,0,62.3,1184.7,4,Stayed,No,0,68,3157,,,Yes
4132-POCZS,Male,47,No,No,Yes,No,0,United States,California,West Point,95255,"38.41935, -120.469545",38.41935,-120.469545,"2,198",Q3,Yes,1,52,,No,0,No,Yes,DSL,26,Yes,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,39.9,2020.9,0,0,0,2020.9,3,Stayed,No,0,54,6371,,,Yes
5614-DNZCE,Female,56,No,No,No,No,0,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,435,Q3,No,0,58,,Yes,29.47,No,Yes,DSL,16,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,64.9,3795.45,0,0,1709.26,5504.71,4,Stayed,No,0,57,5040,,,No
3896-RCYYE,Female,61,No,No,No,No,0,United States,California,Atwater,95301,"37.321233, -120.656354",37.321233,-120.656354,"27,808",Q3,No,0,67,,No,0,No,Yes,DSL,11,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,53.4,3579.15,0,0,0,3579.15,5,Stayed,No,0,37,5990,,,No
9638-JIQYA,Male,22,Yes,No,No,No,0,United States,California,Ballico,95303,"37.4695, -120.672724",37.4695,-120.672724,809,Q3,No,0,2,,No,0,No,Yes,DSL,48,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,24.9,49.7,0,10,0,59.7,3,Joined,No,0,41,4033,,,No
3726-TBHQT,Male,25,Yes,No,Yes,Yes,1,United States,California,Catheys Valley,95306,"37.394411, -120.127262",37.394411,-120.127262,986,Q3,No,0,71,,Yes,25.45,Yes,Yes,Fiber Optic,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114,8175.9,0,0,1806.95,9982.85,4,Stayed,No,0,23,5600,,,Yes
3190-ITQXP,Female,42,No,No,Yes,Yes,1,United States,California,Ceres,95307,"37.553469, -120.952825",37.553469,-120.952825,"32,881",Q3,Yes,7,46,,Yes,27.65,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.25,890.35,0,0,1271.9,2162.25,3,Stayed,No,0,58,3879,,,Yes
3039-MJSLN,Male,36,No,No,No,Yes,3,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,55,Q3,No,0,3,,Yes,18.43,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.2,50.6,0,0,55.29,105.89,3,Joined,No,0,46,3594,,,No
0178-CIIKR,Female,60,No,No,No,No,0,United States,California,Crows Landing,95313,"37.435664, -121.049056",37.435664,-121.049056,"1,508",Q3,No,0,3,,Yes,2.69,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.95,58,0,0,8.07,66.07,3,Joined,No,0,74,5949,,,No
5774-QPLTF,Male,40,No,No,Yes,Yes,2,United States,California,El Nido,95317,"37.127386, -120.506422",37.127386,-120.506422,808,Q3,Yes,9,50,,Yes,26.98,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,20.35,938.95,0,0,1349,2287.95,5,Stayed,No,0,71,6391,,,Yes
5010-IPEAQ,Female,29,Yes,No,Yes,Yes,2,United States,California,Escalon,95320,"37.818543, -121.006907",37.818543,-121.006907,"11,474",Q3,Yes,2,67,,No,0,No,Yes,Cable,51,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,54.2,3623.95,0,0,0,3623.95,3,Stayed,No,0,58,5261,,,Yes
8990-YOZLV,Female,46,No,No,No,No,0,United States,California,Hickman,95323,"37.605926, -120.69955",37.605926,-120.69955,"1,055",Q3,No,0,69,Offer A,Yes,13.91,Yes,Yes,Cable,7,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Credit Card,66.9,4577.9,0,0,959.79,5537.69,3,Stayed,No,0,68,5059,,,No
3069-SSVSN,Female,50,No,No,No,No,0,United States,California,Hilmar,95324,"37.394536, -120.890747",37.394536,-120.890747,"7,177",Q3,No,0,1,,No,0,No,Yes,DSL,18,No,No,No,No,No,No,No,Yes,One Year,No,Credit Card,25.85,25.85,0,0,0,25.85,3,Joined,No,0,55,4467,,,No
5222-IMUKT,Male,40,No,No,No,No,0,United States,California,Hornitos,95325,"37.479926, -120.230424",37.479926,-120.230424,128,Q3,No,0,32,,Yes,47.3,No,Yes,Fiber Optic,24,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,91.05,2871.5,0,0,1513.6,4385.1,4,Stayed,No,0,80,2716,,,No
6685-XSHHU,Male,45,No,No,Yes,Yes,2,United States,California,Keyes,95328,"37.555631, -120.911653",37.555631,-120.911653,"2,130",Q3,Yes,9,60,,Yes,32.12,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.95,1270.55,0,0,1927.2,3197.75,5,Stayed,No,0,51,4425,,,Yes
8901-UPRHR,Female,40,No,No,Yes,Yes,1,United States,California,La Grange,95329,"37.666587, -120.411517",37.666587,-120.411517,"1,749",Q3,Yes,4,72,Offer A,Yes,44.03,Yes,Yes,Fiber Optic,14,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.2,7711.45,0,0,3170.16,10881.61,4,Stayed,No,0,68,6130,,,Yes
3845-FXCYS,Male,55,No,No,No,No,0,United States,California,Long Barn,95335,"38.109125, -120.078597",38.109125,-120.078597,683,Q3,No,0,2,,Yes,7.8,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.65,31.2,0,0,15.6,46.8,5,Joined,No,0,26,4841,,,No
5857-XRECV,Female,44,No,No,No,Yes,3,United States,California,Manteca,95336,"37.830267, -121.201018",37.830267,-121.201018,"36,738",Q3,No,0,2,,Yes,31.01,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.5,38.25,0,0,62.02,100.27,3,Joined,No,0,47,4486,,,No
0725-CXOTM,Female,29,Yes,No,No,No,0,United States,California,Manteca,95337,"37.750822, -121.238423",37.750822,-121.238423,"19,867",Q3,No,0,36,,Yes,44.7,Yes,Yes,DSL,59,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,89.65,3348.1,0,0,1609.2,4957.3,3,Stayed,No,0,68,4844,,,No
4343-EJVQB,Male,48,No,No,No,No,0,United States,California,Mariposa,95338,"37.526791, -119.99437",37.526791,-119.99437,"10,226",Q3,No,0,7,,Yes,1.67,No,Yes,Fiber Optic,23,Yes,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,74.35,533.6,0,0,11.69,545.29,4,Stayed,No,0,51,2463,,,No
3427-GGZZI,Female,30,No,No,Yes,No,0,United States,California,Midpines,95345,"37.581496, -119.972762",37.581496,-119.972762,433,Q3,Yes,1,19,,Yes,45.37,Yes,Yes,Fiber Optic,52,No,Yes,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.1,1620.8,0,0,862.03,2482.83,5,Stayed,No,0,66,3624,,,Yes
3154-CFSZG,Male,57,No,No,Yes,Yes,1,United States,California,Modesto,95351,"37.621458, -121.012295",37.621458,-121.012295,"47,536",Q3,Yes,3,47,,Yes,38.25,No,Yes,Fiber Optic,20,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,90.05,4137.2,0,0,1797.75,5934.95,4,Stayed,No,0,78,3291,,,Yes
2220-IAHLS,Female,49,No,No,No,No,0,United States,California,Modesto,95356,"37.716186, -121.025836",37.716186,-121.025836,"26,055",Q3,No,0,1,,Yes,2.85,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.4,19.4,0,0,2.85,22.25,3,Joined,No,0,21,5566,,,No
4377-VDHYI,Male,29,Yes,No,Yes,Yes,3,United States,California,Patterson,95363,"37.410236, -121.320337",37.410236,-121.320337,"15,536",Q3,Yes,6,32,,Yes,36.65,No,Yes,Fiber Optic,69,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.8,3023.85,0,0,1172.8,4196.65,3,Stayed,No,0,80,2722,,,Yes
4937-QPZPO,Male,62,No,No,Yes,Yes,3,United States,California,Snelling,95369,"37.521708, -120.426843",37.521708,-120.426843,"1,158",Q3,Yes,3,61,,Yes,34.54,Yes,Yes,Fiber Optic,58,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.9,6241.35,0,0,2106.94,8348.29,5,Stayed,No,0,31,5641,,,Yes
2925-VDZHY,Male,64,No,No,Yes,Yes,2,United States,California,Sonora,95370,"37.982716, -120.343732",37.982716,-120.343732,"25,340",Q3,Yes,1,72,Offer A,Yes,28.63,Yes,Yes,DSL,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,88.7,6501.35,0,0,2061.36,8562.71,4,Stayed,No,0,46,4641,,,Yes
6981-TDRFT,Male,25,Yes,No,Yes,Yes,1,United States,California,Soulsbyville,95372,"37.990574, -120.261821",37.990574,-120.261821,"1,519",Q3,Yes,1,44,,No,0,No,Yes,DSL,69,No,No,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,54.3,2317.1,0,10,0,2327.1,5,Stayed,No,0,39,3423,,,Yes
3413-CSSTH,Male,40,No,No,No,No,0,United States,California,Stevinson,95374,"37.316807, -120.855753",37.316807,-120.855753,"1,960",Q3,No,0,41,,Yes,6.6,Yes,Yes,Cable,3,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,55.7,2237.55,0,0,270.6,2508.15,4,Stayed,No,0,26,5590,,,No
8033-VCZGH,Male,27,Yes,No,Yes,No,0,United States,California,Tracy,95376,"37.680968, -121.446049",37.680968,-121.446049,"69,801",Q3,No,0,50,,Yes,23.28,Yes,Yes,Fiber Optic,51,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.95,5231.3,0,0,1164,6395.3,3,Stayed,No,0,42,4363,,,Yes
0224-NIJLP,Male,30,No,No,Yes,Yes,3,United States,California,Turlock,95380,"37.474396, -120.875917",37.474396,-120.875917,"40,545",Q3,Yes,1,8,Offer E,Yes,2.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,165.5,0,0,22.96,188.46,4,Stayed,No,0,32,3899,,,Yes
7542-CYDDM,Male,61,No,No,No,No,0,United States,California,Turlock,95382,"37.529656, -120.854357",37.529656,-120.854357,"24,708",Q3,No,0,18,,Yes,22.97,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,358.5,0,0,413.46,771.96,3,Stayed,No,0,22,4204,,,No
4718-WXBGI,Male,21,Yes,No,Yes,Yes,1,United States,California,Twain Harte,95383,"38.107441, -120.230625",38.107441,-120.230625,"4,848",Q3,Yes,1,72,Offer A,Yes,27.1,Yes,Yes,Cable,59,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,91.95,6614.9,0,0,1951.2,8566.1,4,Stayed,No,0,30,4403,,,Yes
5716-LIBJC,Female,29,Yes,No,No,Yes,2,United States,California,Winton,95388,"37.421299, -120.599587",37.421299,-120.599587,"11,463",Q3,No,0,13,Offer D,Yes,11.99,Yes,Yes,Fiber Optic,27,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,104.15,1299.1,2.76,0,155.87,1452.21,3,Stayed,No,0,33,2810,,,No
2868-LLSKM,Female,50,No,No,Yes,Yes,2,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,Yes,1,68,Offer A,Yes,15.94,Yes,Yes,Fiber Optic,29,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,83.65,5733.4,46.99,0,1083.92,6770.33,4,Stayed,No,0,43,5958,,,Yes
2988-QRAJY,Male,27,Yes,No,No,No,0,United States,California,Santa Rosa,95403,"38.488431, -122.752839",38.488431,-122.752839,"40,270",Q3,No,0,69,Offer A,Yes,5.71,Yes,Yes,Fiber Optic,73,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.05,7430.75,23.16,0,393.99,7801.58,3,Stayed,No,0,30,5798,,,No
0071-NDAFP,Male,31,No,No,Yes,Yes,3,United States,California,Santa Rosa,95405,"38.439696, -122.668817",38.439696,-122.668817,"22,250",Q3,Yes,1,25,,Yes,23.69,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.5,630.6,44.42,0,592.25,1178.43,3,Stayed,No,0,65,5230,,,Yes
7328-ZJAJO,Female,19,Yes,No,Yes,Yes,2,United States,California,Santa Rosa,95409,"38.468893, -122.580539",38.468893,-122.580539,"25,718",Q3,Yes,1,59,,Yes,9.51,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.5,1222.65,0,0,561.09,1783.74,4,Stayed,No,0,64,4579,,,Yes
1090-PYKCI,Female,19,Yes,No,Yes,Yes,3,United States,California,Boonville,95415,"39.025867, -123.381544",39.025867,-123.381544,"1,374",Q3,Yes,1,69,Offer A,Yes,23.02,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,Yes,Yes,No,No,No,One Year,Yes,Credit Card,105.1,7234.8,0,110,1588.38,8933.18,3,Stayed,No,0,27,4686,,,Yes
3058-WQDRE,Male,37,No,No,No,No,0,United States,California,Branscomb,95417,"39.710591, -123.682799",39.710591,-123.682799,176,Q3,No,0,13,Offer D,No,0,No,Yes,Cable,16,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,25.15,331.85,48.59,0,0,283.26,5,Stayed,No,0,53,4943,,,No
2279-AXJJK,Male,27,Yes,No,Yes,No,0,United States,California,Cazadero,95421,"38.578807, -123.19338",38.578807,-123.19338,"1,575",Q3,Yes,1,52,,Yes,8.94,Yes,Yes,Fiber Optic,85,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.65,5088.4,11.8,0,464.88,5541.48,3,Stayed,No,0,45,4465,,,Yes
0909-SELIE,Male,53,No,No,Yes,No,0,United States,California,Clearlake Oaks,95423,"39.07116, -122.598542",39.07116,-122.598542,"3,684",Q3,Yes,1,61,,Yes,43.48,Yes,Yes,DSL,20,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.8,4860.85,17.17,0,2652.28,7495.96,4,Stayed,No,0,72,4302,,,Yes
3417-TSCIC,Male,19,Yes,No,No,No,0,United States,California,Cloverdale,95425,"38.801936, -122.938935",38.801936,-122.938935,"9,210",Q3,No,0,29,,No,0,No,Yes,DSL,59,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,24.85,788.05,0,0,0,788.05,5,Stayed,No,0,49,4161,,,No
1042-HFUCW,Female,37,No,No,No,Yes,1,United States,California,Cobb,95426,"38.838088, -122.73203",38.838088,-122.73203,"1,591",Q3,No,0,25,Offer C,Yes,39.9,No,Yes,DSL,27,No,Yes,No,Yes,No,No,No,Yes,One Year,Yes,Credit Card,54.75,1266.35,15.76,0,997.5,2248.09,5,Stayed,No,0,50,5136,,,No
6537-OTKMY,Male,52,No,No,No,No,0,United States,California,Covelo,95428,"39.83307, -123.178765",39.83307,-123.178765,"2,296",Q3,No,0,15,Offer D,No,0,No,Yes,DSL,14,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,50.75,688.2,32.55,0,0,655.65,5,Stayed,No,0,63,5091,,,No
8999-EXMNO,Female,48,No,No,Yes,Yes,3,United States,California,Dos Rios,95429,"39.756049, -123.358701",39.756049,-123.358701,91,Q3,Yes,1,19,Offer D,Yes,31.85,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,387.7,2.97,0,605.15,989.88,3,Stayed,No,0,26,4246,,,Yes
6725-TPKJO,Male,28,Yes,No,No,No,0,United States,California,Duncans Mills,95430,"38.445603, -123.063756",38.445603,-123.063756,187,Q3,No,0,44,,Yes,47.53,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.05,845.25,15.31,0,2091.32,2921.26,3,Stayed,No,0,41,2798,,,No
7162-WPHPM,Male,44,No,No,Yes,Yes,3,United States,California,Elk,95432,"39.108252, -123.645121",39.108252,-123.645121,383,Q3,Yes,1,58,,Yes,40.57,Yes,Yes,DSL,25,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,71.6,4230.25,45.54,0,2353.06,6537.77,4,Stayed,No,0,49,4747,,,Yes
1599-MMYRQ,Male,27,Yes,No,Yes,Yes,3,United States,California,Forestville,95436,"38.499302, -122.92444",38.499302,-122.92444,"6,216",Q3,Yes,1,62,,Yes,39.67,No,Yes,Fiber Optic,41,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,81.45,4983.05,14.15,0,2459.54,7428.44,3,Stayed,No,0,66,5179,,,Yes
8821-KVZKQ,Female,52,No,No,Yes,Yes,2,United States,California,Fort Bragg,95437,"39.455555, -123.683979",39.455555,-123.683979,"14,417",Q3,Yes,1,70,Offer A,No,0,No,Yes,Cable,19,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,58.4,4113.15,32.53,0,0,4080.62,5,Stayed,No,0,43,4117,,,Yes
6434-TTGJP,Male,49,No,No,Yes,Yes,2,United States,California,Geyserville,95441,"38.731771, -123.064272",38.731771,-123.064272,"2,349",Q3,Yes,2,10,Offer D,No,0,No,Yes,Cable,24,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,53.7,521,22.97,0,0,498.03,3,Stayed,No,0,48,5671,,,Yes
0042-JVWOJ,Male,64,No,No,No,No,0,United States,California,Glen Ellen,95442,"38.368744, -122.522642",38.368744,-122.522642,"4,101",Q3,No,0,26,Offer C,Yes,37.7,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,19.6,471.85,21.25,0,980.2,1430.8,4,Stayed,No,0,26,3722,,,No
0130-SXOUN,Male,55,No,No,No,No,0,United States,California,Glenhaven,95443,"39.045246, -122.743181",39.045246,-122.743181,175,Q3,No,0,66,Offer A,Yes,48.78,Yes,Yes,Fiber Optic,8,No,Yes,No,No,No,Yes,Yes,No,Month-to-Month,No,Credit Card,89.4,5976.9,36.02,40,3219.48,9200.36,3,Stayed,No,0,49,4889,,,No
2330-PQGDQ,Male,36,No,No,Yes,Yes,3,United States,California,Gualala,95445,"38.848082, -123.50608",38.848082,-123.50608,"1,916",Q3,Yes,6,51,,Yes,9.5,Yes,Yes,Fiber Optic,51,No,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,84.2,4299.75,39.68,0,484.5,4744.57,5,Stayed,No,0,33,4952,,,Yes
1452-UZOSF,Male,31,No,No,Yes,Yes,1,United States,California,Guerneville,95446,"38.52576, -123.013347",38.52576,-123.013347,"4,913",Q3,Yes,9,72,Offer A,Yes,7.16,Yes,Yes,Fiber Optic,24,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,106.1,7548.6,23.39,0,515.52,8040.73,3,Stayed,No,0,21,4890,,,Yes
2097-YVPKN,Male,56,No,No,No,No,0,United States,California,Healdsburg,95448,"38.618347, -122.908422",38.618347,-122.908422,"17,979",Q3,No,0,65,,Yes,4.9,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.75,1654.75,41.74,0,318.5,1931.51,5,Stayed,No,0,73,5707,,,No
8597-CTXVJ,Male,31,No,No,No,Yes,1,United States,California,Jenner,95450,"38.505995, -123.187019",38.505995,-123.187019,438,Q3,No,0,70,,Yes,26.62,Yes,Yes,Cable,19,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,64.95,4551.5,20.87,0,1863.4,6394.03,4,Stayed,No,0,65,5392,,,No
6631-HMANX,Male,39,No,No,Yes,No,0,United States,California,Kelseyville,95451,"38.93496, -122.792243",38.93496,-122.792243,"9,902",Q3,Yes,10,72,,Yes,31.15,Yes,Yes,Cable,16,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,85.45,6227.5,0,0,2242.8,8470.3,4,Stayed,No,0,53,5641,,,Yes
9962-BFPDU,Female,61,No,No,Yes,Yes,3,United States,California,Kenwood,95452,"38.419525, -122.521585",38.419525,-122.521585,"1,653",Q3,Yes,3,1,,Yes,16.02,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,20.05,0,0,16.02,36.07,5,Joined,No,0,52,5811,,,Yes
6394-HHHZM,Male,27,Yes,No,No,No,0,United States,California,Little River,95456,"39.245911, -123.77214",39.245911,-123.77214,882,Q3,No,0,3,Offer E,Yes,38.41,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.7,57.5,0,0,115.23,172.73,4,Joined,No,0,23,2011,,,No
5995-LFTLE,Male,39,No,No,No,No,0,United States,California,Lower Lake,95457,"38.925545, -122.549083",38.925545,-122.549083,"2,644",Q3,No,0,58,,Yes,48.78,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.3,1474.35,0,0,2829.24,4303.59,5,Stayed,No,0,30,4477,,,No
0665-XHDJU,Male,21,Yes,No,Yes,No,0,United States,California,Monte Rio,95462,"38.471049, -123.015549",38.471049,-123.015549,"1,537",Q3,Yes,7,72,,Yes,34.95,Yes,Yes,Fiber Optic,48,No,Yes,No,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,99.4,7285.7,0,0,2516.4,9802.1,5,Stayed,No,0,51,6022,,,Yes
8265-HKSOW,Female,35,No,No,Yes,Yes,2,United States,California,Occidental,95465,"38.415003, -122.998726",38.415003,-122.998726,"1,880",Q3,Yes,1,72,,Yes,17.89,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,107.45,7658.3,0,0,1288.08,8946.38,4,Stayed,No,0,57,4505,,,Yes
3544-FBCAS,Female,36,No,No,Yes,Yes,1,United States,California,Philo,95466,"39.094102, -123.500853",39.094102,-123.500853,"1,113",Q3,Yes,4,72,,Yes,12.84,Yes,Yes,DSL,22,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,83.6,5959.3,0,0,924.48,6883.78,3,Stayed,No,0,67,4116,,,Yes
4759-PXTAN,Female,34,No,No,Yes,No,0,United States,California,Potter Valley,95469,"39.408634, -123.045516",39.408634,-123.045516,"1,884",Q3,Yes,7,59,,Yes,20.27,Yes,Yes,DSL,13,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,80.1,4693.2,0,0,1195.93,5889.13,5,Stayed,No,0,26,4093,,,Yes
7054-DMVAS,Male,47,No,No,No,No,0,United States,California,Redwood Valley,95470,"39.298065, -123.25211",39.298065,-123.25211,"5,995",Q3,No,0,54,,Yes,18.74,No,Yes,DSL,16,Yes,Yes,No,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,65.3,3512.9,0,0,1011.96,4524.86,3,Stayed,No,0,61,4556,,,No
3428-MMGUB,Male,34,No,No,No,No,0,United States,California,Rio Nido,95471,"38.522328, -122.97932",38.522328,-122.97932,298,Q3,No,0,60,,Yes,7.1,Yes,Yes,Fiber Optic,10,No,No,Yes,No,Yes,No,No,Yes,Two Year,Yes,Bank Withdrawal,89.55,5231.2,0,0,426,5657.2,5,Stayed,No,0,74,5874,,,No
6549-BTYPG,Female,19,Yes,No,Yes,No,0,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,"31,266",Q3,Yes,5,60,,No,0,No,Yes,DSL,69,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,60.8,3603.45,0,0,0,3603.45,5,Stayed,No,0,80,5784,,,Yes
7823-JSOAG,Male,39,No,No,No,No,0,United States,California,Sonoma,95476,"38.25485, -122.461799",38.25485,-122.461799,"34,314",Q3,No,0,3,,Yes,6.97,Yes,Yes,Fiber Optic,14,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,74.5,217.45,0,0,20.91,238.36,3,Joined,No,0,36,5203,,,No
3705-RHRFR,Female,52,No,No,Yes,No,0,United States,California,Ukiah,95482,"39.134075, -123.23422",39.134075,-123.23422,"30,988",Q3,Yes,6,69,,Yes,45.35,Yes,Yes,Fiber Optic,19,Yes,No,No,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,99.15,6875.35,0,0,3129.15,10004.5,3,Stayed,No,0,45,5031,,,Yes
9374-YOLBJ,Female,29,Yes,No,Yes,Yes,5,United States,California,Upper Lake,95485,"39.220368, -122.907693",39.220368,-122.907693,"2,344",Q3,Yes,9,1,Offer E,Yes,25.1,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.25,19.25,0,0,25.1,44.35,4,Joined,No,0,27,2053,,,Yes
9074-KGVOX,Male,44,No,No,Yes,Yes,3,United States,California,Westport,95488,"39.724433, -123.767578",39.724433,-123.767578,309,Q3,Yes,10,50,,No,0,No,Yes,DSL,23,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,39.45,2021.35,0,0,0,2021.35,3,Stayed,No,0,27,6018,,,Yes
6128-DAFVY,Female,58,No,No,No,No,0,United States,California,Willits,95490,"39.492046, -123.375818",39.492046,-123.375818,"13,472",Q3,No,0,56,,No,0,No,Yes,DSL,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,44.85,2564.95,0,0,0,2564.95,5,Stayed,No,0,27,4021,,,No
9933-QRGTX,Female,59,No,No,Yes,No,0,United States,California,Windsor,95492,"38.527297, -122.810044",38.527297,-122.810044,"23,701",Q3,Yes,6,60,,Yes,32.5,No,Yes,Fiber Optic,13,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,97.2,5611.75,0,0,1950,7561.75,4,Stayed,No,0,48,4905,,,Yes
5066-GFJMM,Female,55,No,No,Yes,No,0,United States,California,Eureka,95501,"40.796621, -124.15428",40.796621,-124.15428,"23,224",Q3,Yes,4,3,Offer E,Yes,41.36,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.9,45.75,0,0,124.08,169.83,5,Joined,No,0,48,3716,,,Yes
2661-GKBTK,Male,39,No,No,Yes,Yes,3,United States,California,Eureka,95503,"40.737431, -124.108897",40.737431,-124.108897,"23,570",Q3,Yes,7,60,,Yes,27.2,No,Yes,DSL,21,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,76.95,4543.95,0,0,1632,6175.95,4,Stayed,No,0,52,5053,,,Yes
0458-HEUZG,Female,58,No,No,No,No,0,United States,California,Alderpoint,95511,"40.166028, -123.584144",40.166028,-123.584144,261,Q3,No,0,13,Offer D,No,0,No,Yes,Cable,13,No,No,Yes,Yes,No,No,No,No,Two Year,No,Credit Card,35.4,450.4,0,100,0,550.4,3,Stayed,No,0,69,3239,,,No
7268-WNTCP,Male,45,No,No,Yes,Yes,2,United States,California,Blocksburg,95514,"40.309088, -123.668201",40.309088,-123.668201,199,Q3,Yes,2,62,,Yes,1.87,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.45,1297.35,0,0,115.94,1413.29,4,Stayed,No,0,21,5746,,,Yes
0824-VWDPO,Female,58,No,No,No,No,0,United States,California,Mckinleyville,95519,"40.965011, -124.015255",40.965011,-124.015255,"15,921",Q3,No,0,45,,Yes,1.57,Yes,Yes,Fiber Optic,30,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,96.75,4442.75,0,0,70.65,4513.4,4,Stayed,No,0,73,3682,,,No
8409-WQJUX,Female,37,No,No,No,No,0,United States,California,Arcata,95521,"40.839958, -124.003757",40.839958,-124.003757,"19,596",Q3,No,0,25,Offer C,No,0,No,Yes,Cable,29,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,54.2,1423.15,0,0,0,1423.15,3,Stayed,No,0,24,4458,,,No
2578-JQPHZ,Male,30,No,No,No,No,0,United States,California,Bayside,95524,"40.825486, -124.049485",40.825486,-124.049485,"1,689",Q3,No,0,44,Offer B,Yes,48.95,No,Yes,Fiber Optic,59,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,100.1,4378.35,0,0,2153.8,6532.15,3,Stayed,No,0,68,4025,,,No
3278-FSIXX,Female,34,No,No,No,No,0,United States,California,Blue Lake,95525,"40.94338, -123.831799",40.94338,-123.831799,"1,584",Q3,No,0,2,Offer E,Yes,39.5,No,Yes,Cable,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45.25,74.2,0,0,79,153.2,3,Joined,No,0,27,5441,,,No
9746-UGFAC,Female,50,No,No,No,No,0,United States,California,Carlotta,95528,"40.497283, -123.93037",40.497283,-123.93037,"1,072",Q3,No,0,22,Offer D,Yes,10.25,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.85,450.65,0,0,225.5,676.15,5,Stayed,No,0,67,3171,,,No
2946-KIQSP,Female,59,No,No,No,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,No,0,35,Offer C,No,0,No,Yes,Cable,12,No,No,Yes,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,33.45,1175.85,0,30,0,1205.85,5,Stayed,No,0,66,2553,,,No
0625-AFOHS,Female,40,No,No,Yes,Yes,1,United States,California,Ferndale,95536,"40.4785, -124.301372",40.4785,-124.301372,"2,965",Q3,Yes,5,29,Offer C,Yes,34.44,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.2,558.8,0,0,998.76,1557.56,3,Stayed,No,0,69,2784,,,Yes
4636-OLWOE,Male,20,Yes,No,No,Yes,2,United States,California,Fortuna,95540,"40.584991, -124.121504",40.584991,-124.121504,"12,241",Q3,No,0,54,Offer B,Yes,4.16,No,Yes,Cable,59,No,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,61,3283.05,0,0,224.64,3507.69,4,Stayed,No,0,56,5594,,,No
4685-ERGHK,Male,45,No,No,No,No,0,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,532,Q3,No,0,57,Offer B,Yes,36.08,Yes,Yes,Fiber Optic,26,No,No,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,86.9,4939.25,0,0,2056.56,6995.81,5,Stayed,No,0,71,6109,,,No
0885-HMGPY,Male,55,No,No,No,No,0,United States,California,Honeydew,95545,"40.342928, -124.063329",40.342928,-124.063329,82,Q3,No,0,62,Offer B,Yes,41.13,Yes,Yes,Cable,12,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,69.4,4237.5,0,0,2550.06,6787.56,3,Stayed,No,0,67,6469,,,No
5003-OKNNK,Female,44,No,No,Yes,Yes,3,United States,California,Hoopa,95546,"41.163637, -123.704841",41.163637,-123.704841,"3,041",Q3,Yes,10,15,Offer D,Yes,46.64,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.35,335.95,0,0,699.6,1035.55,3,Stayed,No,0,68,3205,,,Yes
7208-PSIHR,Female,50,No,No,Yes,No,0,United States,California,Klamath,95548,"41.572813, -124.035011",41.572813,-124.035011,"1,215",Q3,Yes,9,70,,Yes,5.46,Yes,Yes,Fiber Optic,30,No,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,104.3,7188.5,0,30,382.2,7600.7,4,Stayed,No,0,70,5583,,,Yes
4012-ZTHBR,Female,33,No,No,Yes,Yes,2,United States,California,Kneeland,95549,"40.664483, -123.865325",40.664483,-123.865325,264,Q3,Yes,6,21,Offer D,Yes,38.95,No,Yes,Cable,17,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.95,926.25,0,0,817.95,1744.2,5,Stayed,No,0,54,3752,,,Yes
0489-WMEMG,Female,61,No,No,No,Yes,3,United States,California,Korbel,95550,"40.7666, -123.80458",40.7666,-123.80458,155,Q3,No,0,23,Offer D,Yes,25.85,No,Yes,Cable,53,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,49.45,1119.35,0,0,594.55,1713.9,3,Stayed,No,0,70,5237,,,No
7435-ZNUYY,Male,24,Yes,No,No,No,0,United States,California,Loleta,95551,"40.665952, -124.240051",40.665952,-124.240051,"1,447",Q3,No,0,6,Offer E,Yes,12.17,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.6,116.6,0,0,73.02,189.62,3,Stayed,No,0,20,4439,,,No
1354-YZFNB,Male,53,No,No,Yes,Yes,3,United States,California,Mad River,95552,"40.390301, -123.412327",40.390301,-123.412327,265,Q3,No,0,4,Offer E,Yes,29.09,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,68.8,0,0,116.36,185.16,4,Stayed,No,0,57,5573,,,Yes
2985-FMWYF,Female,46,No,No,No,No,0,United States,California,Myers Flat,95554,"40.267158, -123.805913",40.267158,-123.805913,644,Q3,No,0,23,Offer D,Yes,18.12,Yes,Yes,Fiber Optic,23,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.5,2341.55,0,0,416.76,2758.31,3,Stayed,No,0,73,4861,,,No
2812-ENYMO,Male,22,Yes,No,No,No,0,United States,California,Orick,95555,"41.336354, -124.044354",41.336354,-124.044354,494,Q3,No,0,26,Offer C,No,0,No,Yes,Cable,82,Yes,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,54.55,1362.85,0,0,0,1362.85,4,Stayed,No,0,54,4296,,,No
2717-HVIZY,Female,24,Yes,No,No,Yes,2,United States,California,Orleans,95556,"41.269521, -123.546958",41.269521,-123.546958,574,Q3,No,0,8,Offer E,Yes,15.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,163.6,0,0,125.28,288.88,4,Stayed,No,0,32,2675,,,No
3422-GALYP,Male,20,Yes,No,No,No,0,United States,California,Phillipsville,95559,"40.184094, -123.745487",40.184094,-123.745487,163,Q3,No,0,2,Offer E,Yes,28.61,Yes,Yes,Fiber Optic,85,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.45,145.15,0,0,57.22,202.37,4,Joined,No,0,65,2657,,,No
2890-WFBHU,Female,26,Yes,No,No,No,0,United States,California,Salyer,95563,"40.89866, -123.539754",40.89866,-123.539754,660,Q3,No,0,59,Offer B,Yes,1.94,Yes,Yes,DSL,73,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,79.85,4786.1,0,0,114.46,4900.56,3,Stayed,No,0,64,6041,,,No
0327-WFZSY,Male,62,No,No,Yes,Yes,3,United States,California,Samoa,95564,"40.809636, -124.189977",40.809636,-124.189977,395,Q3,Yes,9,39,Offer C,Yes,17.29,Yes,Yes,Fiber Optic,75,No,No,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,100,3835.55,0,0,674.31,4509.86,3,Stayed,No,0,64,5434,,,Yes
7977-HXJKU,Male,45,No,No,No,Yes,2,United States,California,Scotia,95565,"40.440636, -124.098739",40.440636,-124.098739,"1,125",Q3,No,0,21,Offer D,Yes,27.6,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,397,0,0,579.6,976.6,3,Stayed,No,0,46,2447,,,No
7033-CLAMM,Female,60,No,No,Yes,Yes,2,United States,California,Somes Bar,95568,"41.444606, -123.471895",41.444606,-123.471895,202,Q3,Yes,6,48,Offer B,Yes,18.64,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.2,1027.25,0,0,894.72,1921.97,5,Stayed,No,0,33,3828,,,Yes
0864-FVJNJ,Female,63,No,No,Yes,Yes,1,United States,California,Trinidad,95570,"41.162295, -124.027381",41.162295,-124.027381,"2,369",Q3,Yes,1,64,Offer B,Yes,6.83,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,113.35,7222.75,0,20,437.12,7679.87,3,Stayed,No,0,20,4952,,,Yes
7356-IWLFW,Male,43,No,No,Yes,Yes,1,United States,California,Weott,95571,"40.310119, -123.909449",40.310119,-123.909449,270,Q3,Yes,1,46,Offer B,Yes,5.52,Yes,Yes,Fiber Optic,16,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80,3769.7,0,0,253.92,4023.62,5,Stayed,No,0,51,3315,,,Yes
9541-PWTWO,Female,32,No,No,No,No,0,United States,California,Willow Creek,95573,"40.949012, -123.655847",40.949012,-123.655847,"1,666",Q3,No,0,52,Offer B,Yes,38.71,Yes,Yes,DSL,21,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.95,4233.95,0,0,2012.92,6246.87,5,Stayed,No,0,28,4924,,,No
3967-VQOGC,Female,54,No,No,Yes,Yes,1,United States,California,Leggett,95585,"39.873371, -123.741474",39.873371,-123.741474,321,Q3,Yes,4,67,,Yes,17.43,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.9,1680.25,0,0,1167.81,2848.06,5,Stayed,No,0,59,5847,,,Yes
6308-CQRBU,Female,32,No,No,Yes,No,0,United States,California,Zenia,95595,"40.170357, -123.417298",40.170357,-123.417298,259,Q3,Yes,7,71,,Yes,29.78,Yes,Yes,Fiber Optic,22,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,109.25,7707.7,0,0,2114.38,9822.08,3,Stayed,No,0,42,5044,,,Yes
0186-CAERR,Male,22,Yes,No,No,No,0,United States,California,Auburn,95603,"38.912881, -121.082766",38.912881,-121.082766,"24,944",Q3,No,0,71,,Yes,2.88,Yes,Yes,Fiber Optic,48,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,116.3,8309.55,0,0,204.48,8514.03,4,Stayed,No,0,59,4644,,,No
3043-SUDUA,Female,35,No,No,No,No,0,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,"12,756",Q3,No,0,32,Offer C,Yes,15.53,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.9,601.55,0,0,496.96,1098.51,3,Stayed,No,0,29,4374,,,No
5442-BHQNG,Female,32,No,No,No,No,0,United States,California,Brooks,95606,"38.809804, -122.241383",38.809804,-122.241383,382,Q3,No,0,2,,Yes,44.77,No,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,70.35,139.25,0,0,89.54,228.79,5,Joined,No,0,73,3430,,,No
2169-RRLFW,Female,48,No,No,Yes,No,0,United States,California,Capay,95607,"38.681651, -122.130569",38.681651,-122.130569,262,Q3,Yes,3,71,,Yes,11.18,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.6,1888.25,0,0,793.78,2682.03,5,Stayed,No,0,68,5063,,,Yes
5872-OEQNH,Female,29,Yes,No,No,No,0,United States,California,Carmichael,95608,"38.626128, -121.328011",38.626128,-121.328011,"58,830",Q3,No,0,60,Offer B,No,0,No,Yes,DSL,73,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,44.45,2773.9,0,0,0,2773.9,4,Stayed,No,0,48,4928,,,No
8873-GLDMH,Female,45,No,No,No,No,0,United States,California,Courtland,95615,"38.311609, -121.554034",38.311609,-121.554034,699,Q3,No,0,6,,Yes,27.69,Yes,Yes,Fiber Optic,9,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.85,401.3,0,0,166.14,567.44,4,Stayed,No,0,76,4220,,,No
5696-JVVQY,Female,56,No,No,Yes,Yes,3,United States,California,Davis,95616,"38.508735, -121.678813",38.508735,-121.678813,"67,411",Q3,Yes,1,48,Offer B,Yes,4.45,No,Yes,DSL,57,Yes,Yes,Yes,No,No,Yes,Yes,No,Two Year,Yes,Credit Card,70.1,3238.4,0,30,213.6,3482,4,Stayed,No,0,27,5476,,,Yes
8946-BFWSG,Male,19,Yes,No,Yes,Yes,3,United States,California,Davis,95618,"38.544002, -121.685559",38.544002,-121.685559,648,Q3,Yes,8,63,Offer B,Yes,24.5,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.25,1573.05,0,0,1543.5,3116.55,5,Stayed,No,0,39,6245,,,Yes
0547-HURJB,Male,19,Yes,No,No,Yes,2,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,"18,529",Q3,No,0,12,Offer D,Yes,19.38,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,21.05,235.8,0,0,232.56,468.36,3,Stayed,No,0,70,4001,,,No
8845-LWKGE,Female,56,No,No,Yes,Yes,1,United States,California,El Dorado,95623,"38.63153, -120.842609",38.63153,-120.842609,"4,097",Q3,Yes,4,30,Offer C,Yes,36.74,No,Yes,Cable,18,No,No,Yes,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,64.5,1985.15,0,0,1102.2,3087.35,5,Stayed,No,0,60,2215,,,Yes
0691-NIKRI,Female,41,No,No,No,No,0,United States,California,Elverta,95626,"38.734997, -121.463719",38.734997,-121.463719,"6,197",Q3,No,0,40,Offer B,Yes,16.73,Yes,Yes,Fiber Optic,14,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,105.95,4335.2,0,0,669.2,5004.4,5,Stayed,No,0,31,3784,,,No
5022-JNQEQ,Female,39,No,No,Yes,Yes,1,United States,California,Esparto,95627,"38.834469, -122.127193",38.834469,-122.127193,"2,756",Q3,Yes,10,9,,Yes,8.1,No,Yes,Fiber Optic,20,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,75.85,647.5,0,0,72.9,720.4,5,Stayed,No,0,51,4843,,,Yes
3249-VHRIP,Female,38,No,No,No,No,0,United States,California,Fiddletown,95629,"38.513484, -120.704613",38.513484,-120.704613,850,Q3,No,0,62,Offer B,No,0,No,Yes,Cable,30,No,Yes,Yes,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,43.6,2748.7,0,0,0,2748.7,4,Stayed,No,0,53,4507,,,No
3736-BLEPA,Male,50,No,No,No,No,0,United States,California,Folsom,95630,"38.672638, -121.147403",38.672638,-121.147403,"51,855",Q3,No,0,28,Offer C,Yes,13.69,No,Yes,Fiber Optic,12,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,91.25,2483.65,0,0,383.32,2866.97,5,Stayed,No,0,41,2886,,,No
4701-LKOZD,Female,64,No,No,No,No,0,United States,California,Foresthill,95631,"39.031876, -120.811141",39.031876,-120.811141,"5,714",Q3,No,0,70,,Yes,29.53,Yes,Yes,Cable,7,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,89.75,6367.2,0,110,2067.1,8544.3,4,Stayed,No,0,78,5150,,,No
6603-QWSPR,Female,20,Yes,No,No,No,0,United States,California,Galt,95632,"38.274451, -121.259201",38.274451,-121.259201,"24,194",Q3,No,0,46,Offer B,Yes,5.86,No,Yes,Fiber Optic,82,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104.4,4904.2,0,0,269.56,5173.76,4,Stayed,No,0,24,4190,,,No
9921-QFQUL,Female,33,No,No,Yes,No,0,United States,California,Garden Valley,95633,"38.852544, -120.837669",38.852544,-120.837669,"2,536",Q3,Yes,2,23,Offer D,Yes,22.17,Yes,Yes,Fiber Optic,15,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,90.15,2044.95,0,0,509.91,2554.86,4,Stayed,No,0,50,5110,,,Yes
1929-ZCBHE,Male,27,Yes,No,Yes,Yes,1,United States,California,Georgetown,95634,"38.9386, -120.785514",38.9386,-120.785514,"2,723",Q3,Yes,7,47,Offer B,No,0,No,Yes,DSL,47,Yes,No,Yes,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,40.3,1794.8,0,0,0,1794.8,3,Stayed,No,0,29,5040,,,Yes
4378-MYPGO,Male,41,No,No,Yes,Yes,2,United States,California,Greenwood,95635,"38.921333, -120.897718",38.921333,-120.897718,"1,140",Q3,Yes,3,68,,Yes,31.4,No,Yes,Fiber Optic,19,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.25,7173.15,0,0,2135.2,9308.35,3,Stayed,No,0,36,5795,,,Yes
4129-LYCOI,Female,28,Yes,No,No,Yes,1,United States,California,Guinda,95637,"38.830739, -122.196202",38.830739,-122.196202,228,Q3,No,0,67,,Yes,12.54,Yes,Yes,Fiber Optic,59,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,104,7039.05,0,0,840.18,7879.23,3,Stayed,No,0,39,4741,,,No
7798-JVXYM,Female,52,No,No,No,No,0,United States,California,Herald,95638,"38.313447, -121.123886",38.313447,-121.123886,"1,745",Q3,No,0,14,Offer D,Yes,37.01,No,Yes,DSL,29,No,No,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,69.65,921.4,0,0,518.14,1439.54,3,Stayed,No,0,69,5351,,,No
8647-SDTWQ,Male,59,No,No,Yes,Yes,2,United States,California,Hood,95639,"38.375325, -121.507935",38.375325,-121.507935,213,Q3,Yes,4,57,Offer B,Yes,49.95,Yes,Yes,Fiber Optic,22,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,74.3,4018.35,0,70,2847.15,6935.5,5,Stayed,No,0,65,4133,,,Yes
2696-ECXKC,Female,34,No,No,Yes,Yes,1,United States,California,Ione,95640,"38.33788, -120.954202",38.33788,-120.954202,"9,752",Q3,Yes,6,55,Offer B,Yes,41.18,Yes,Yes,Fiber Optic,18,Yes,No,No,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,100.9,5448.6,0,0,2264.9,7713.5,4,Stayed,No,0,55,6153,,,Yes
2081-KJSQF,Male,25,Yes,No,No,No,0,United States,California,Isleton,95641,"38.154823, -121.601358",38.154823,-121.601358,"2,010",Q3,No,0,1,,Yes,42.96,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.25,20.25,0,0,42.96,63.21,5,Joined,No,0,21,4769,,,No
3323-CPBWR,Male,61,No,No,No,No,0,United States,California,Knights Landing,95645,"38.875508, -121.765866",38.875508,-121.765866,"1,793",Q3,No,0,23,Offer D,Yes,8.5,Yes,Yes,Fiber Optic,6,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,96.9,2085.45,0,0,195.5,2280.95,4,Stayed,No,0,22,3875,,,No
3384-CTMSF,Male,61,No,No,Yes,No,0,United States,California,Lincoln,95648,"38.922812, -121.312005",38.922812,-121.312005,"15,286",Q3,Yes,2,47,Offer B,Yes,48.69,Yes,Yes,Fiber Optic,21,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,104.1,5135.15,0,0,2288.43,7423.58,5,Stayed,No,0,71,3142,,,Yes
0902-RFHOF,Male,38,No,No,No,No,0,United States,California,Loomis,95650,"38.809175, -121.171375",38.809175,-121.171375,"11,191",Q3,No,0,38,,Yes,22.23,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,730.1,0,0,844.74,1574.84,3,Stayed,No,0,26,2907,,,No
7718-RXDGG,Male,54,No,No,Yes,No,0,United States,California,Newcastle,95658,"38.883224, -121.15918",38.883224,-121.15918,"6,096",Q3,Yes,9,15,Offer D,Yes,24.17,No,Yes,Fiber Optic,10,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,68.6,1108.6,0,90,362.55,1561.15,4,Stayed,No,0,47,3351,,,Yes
1025-FALIX,Female,49,No,No,No,No,0,United States,California,Nicolaus,95659,"38.788898, -121.608624",38.788898,-121.608624,751,Q3,No,0,26,,Yes,37.51,No,Yes,Fiber Optic,30,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.05,1815.65,0,0,975.26,2790.91,3,Stayed,No,0,23,5379,,,No
3451-VAWLI,Female,62,No,No,Yes,Yes,2,United States,California,North Highlands,95660,"38.671295, -121.388251",38.671295,-121.388251,"32,202",Q3,Yes,5,35,,Yes,15.41,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,730.4,0,0,539.35,1269.75,4,Stayed,No,0,43,5636,,,Yes
3407-QGWLG,Male,23,Yes,No,No,Yes,1,United States,California,Roseville,95661,"38.736685, -121.251984",38.736685,-121.251984,"25,173",Q3,No,0,3,,Yes,37.85,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.05,75.45,0,0,113.55,189,4,Joined,No,0,70,2948,,,No
2347-WKKAE,Male,52,No,No,Yes,No,0,United States,California,Penryn,95663,"38.859093, -121.182872",38.859093,-121.182872,"2,048",Q3,Yes,9,42,,Yes,41.16,Yes,Yes,Fiber Optic,11,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,94.4,4014.6,0,0,1728.72,5743.32,3,Stayed,No,0,47,2662,,,Yes
8735-DCXNF,Male,34,No,No,Yes,No,0,United States,California,Pilot Hill,95664,"38.803731, -121.043799",38.803731,-121.043799,"1,173",Q3,Yes,9,10,Offer D,Yes,21.85,No,Yes,DSL,9,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,54.95,568.85,0,0,218.5,787.35,3,Stayed,No,0,26,3519,,,Yes
3214-IYUUQ,Female,19,Yes,No,Yes,No,0,United States,California,Pine Grove,95665,"38.400264, -120.641274",38.400264,-120.641274,"4,354",Q3,No,0,61,,Yes,10.21,No,Yes,Fiber Optic,69,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,93.7,5860.7,0,0,622.81,6483.51,3,Stayed,No,0,48,4300,,,Yes
1936-UAFEH,Female,43,No,No,No,No,0,United States,California,Pioneer,95666,"38.546999, -120.271114",38.546999,-120.271114,"5,501",Q3,No,0,68,,Yes,48.82,Yes,Yes,Fiber Optic,17,Yes,Yes,No,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,110.25,7279.35,0,30,3319.76,10629.11,4,Stayed,No,0,36,5502,,,No
3587-PMCOY,Male,37,No,No,No,No,0,United States,California,Placerville,95667,"38.733714, -120.795213",38.733714,-120.795213,"34,146",Q3,No,0,10,Offer D,Yes,46.33,No,Yes,Fiber Optic,26,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,98.9,1064.95,0,0,463.3,1528.25,3,Stayed,No,0,50,4614,,,No
1027-LKKQQ,Female,35,No,No,Yes,Yes,3,United States,California,Plymouth,95669,"38.489273, -120.891614",38.489273,-120.891614,"2,220",Q3,Yes,3,72,,Yes,12.96,No,Yes,DSL,56,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,80.45,5886.85,0,0,933.12,6819.97,3,Stayed,No,0,54,4480,,,Yes
7148-XZPHA,Male,43,No,No,Yes,Yes,3,United States,California,Rancho Cordova,95670,"38.602723, -121.279913",38.602723,-121.279913,"49,729",Q3,Yes,9,55,,Yes,13.45,No,Yes,Fiber Optic,53,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.4,4238.45,0,0,739.75,4978.2,4,Stayed,No,0,32,4162,,,Yes
5309-TAIKL,Female,42,No,No,No,No,0,United States,California,Rio Linda,95673,"38.688764, -121.457596",38.688764,-121.457596,"14,010",Q3,No,0,7,,Yes,8.29,No,Yes,DSL,21,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,62.8,418.3,0,0,58.03,476.33,4,Stayed,No,0,46,4080,,,No
6856-RAURS,Female,50,No,No,No,No,0,United States,California,Rio Oso,95674,"38.954144, -121.482536",38.954144,-121.482536,947,Q3,No,0,2,,Yes,41.08,Yes,Yes,Fiber Optic,25,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,74.9,136.05,0,0,82.16,218.21,4,Joined,No,0,62,2044,,,No
8778-LMWTJ,Female,28,Yes,No,No,No,0,United States,California,River Pines,95675,"38.545775, -120.743325",38.545775,-120.743325,364,Q3,No,0,9,,Yes,13.05,No,Yes,Fiber Optic,73,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.85,708.2,0,0,117.45,825.65,3,Stayed,No,0,66,5770,,,No
9717-IOAAF,Male,54,No,No,No,Yes,1,United States,California,Rocklin,95677,"38.7904, -121.236973",38.7904,-121.236973,"21,510",Q3,No,0,27,,Yes,2.65,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,25.85,788.55,0,0,71.55,860.1,5,Stayed,No,0,21,2682,,,No
2845-KDHVX,Female,57,No,No,Yes,No,0,United States,California,Sheridan,95681,"38.984756, -121.345074",38.984756,-121.345074,"1,219",Q3,Yes,9,64,,Yes,23.29,No,Yes,DSL,25,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,68.3,4378.8,0,0,1490.56,5869.36,5,Stayed,No,0,31,5425,,,Yes
0848-SOMKO,Male,23,Yes,No,No,No,0,United States,California,Shingle Springs,95682,"38.598936, -120.963092",38.598936,-120.963092,"24,738",Q3,No,0,70,,No,0,No,Yes,DSL,26,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,48.4,3442.8,0,0,0,3442.8,3,Stayed,No,0,66,4483,,,No
1535-VTJOQ,Female,19,Yes,No,No,No,0,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,"1,472",Q3,No,0,24,,Yes,26.64,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.15,553,0,0,639.36,1192.36,5,Stayed,No,0,56,3904,,,No
6368-TZZDT,Male,62,No,No,Yes,Yes,2,United States,California,Vacaville,95687,"38.333133, -121.920151",38.333133,-121.920151,"63,157",Q3,Yes,8,4,,Yes,3.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.5,96.85,0,0,14.28,111.13,4,Stayed,No,0,31,5390,,,Yes
0943-ZQPXH,Male,46,No,No,Yes,Yes,1,United States,California,Vacaville,95688,"38.419088, -122.024568",38.419088,-122.024568,"32,564",Q3,Yes,2,44,,Yes,26.25,No,Yes,Fiber Optic,25,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.95,4122.9,0,0,1155,5277.9,5,Stayed,No,0,78,5635,,,Yes
1293-BSEUN,Female,64,No,No,Yes,Yes,3,United States,California,Volcano,95689,"38.481902, -120.603668",38.481902,-120.603668,"1,273",Q3,Yes,9,72,,Yes,6.9,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.7,1482.3,0,0,496.8,1979.1,5,Stayed,No,0,40,4528,,,Yes
1302-TPUBN,Male,58,No,No,No,No,0,United States,California,West Sacramento,95691,"38.627951, -121.593287",38.627951,-121.593287,"19,050",Q3,No,0,66,,Yes,21.23,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.35,1240.8,0,0,1401.18,2641.98,3,Stayed,No,0,23,5637,,,No
0927-CNGRH,Male,42,No,No,No,Yes,3,United States,California,Alta,95701,"39.218096, -120.79153",39.218096,-120.79153,751,Q3,No,0,1,,Yes,30.63,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,19.55,0,0,30.63,50.18,4,Joined,No,0,21,5272,,,No
8608-OZTLB,Male,59,No,No,Yes,Yes,3,United States,California,Applegate,95703,"38.983388, -120.988814",38.983388,-120.988814,"1,526",Q3,Yes,4,38,,Yes,31.45,No,Yes,DSL,76,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,74.05,2802.3,0,0,1195.1,3997.4,3,Stayed,No,0,59,5975,,,Yes
2335-GSODA,Male,36,No,No,No,Yes,3,United States,California,Camino,95709,"38.748316, -120.675512",38.748316,-120.675512,"4,829",Q3,No,0,23,,No,0,No,Yes,DSL,26,Yes,No,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,40.1,857.75,0,0,0,857.75,4,Stayed,No,0,24,2327,,,No
1952-DVVSW,Female,23,Yes,No,Yes,No,0,United States,California,Colfax,95713,"39.084645, -120.894014",39.084645,-120.894014,"8,525",Q3,Yes,4,10,,Yes,14.04,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,184.4,0,0,140.4,324.8,5,Stayed,No,0,77,3509,,,Yes
6656-GULJQ,Male,25,Yes,No,Yes,Yes,2,United States,California,Emigrant Gap,95715,"39.23754, -120.720196",39.23754,-120.720196,185,Q3,Yes,4,72,,Yes,21.21,Yes,Yes,DSL,27,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,83.55,6093.3,0,90,1527.12,7710.42,3,Stayed,No,0,28,5940,,,Yes
9853-JFZDU,Female,20,Yes,No,Yes,No,0,United States,California,Gold Run,95717,"39.170376, -120.838404",39.170376,-120.838404,407,Q3,Yes,7,35,,Yes,20.79,No,Yes,DSL,69,No,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,56.85,1861.1,0,0,727.65,2588.75,4,Stayed,No,0,46,3102,,,Yes
3777-XROBG,Female,52,No,No,Yes,Yes,2,United States,California,Echo Lake,95721,"38.851842, -120.076204",38.851842,-120.076204,69,Q3,Yes,4,58,,Yes,43.52,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,1079.65,0,0,2524.16,3603.81,4,Stayed,No,0,78,4125,,,Yes
6994-FGRHH,Male,37,No,No,Yes,Yes,3,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,"3,747",Q3,Yes,7,70,,Yes,3.67,No,Yes,Fiber Optic,28,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.15,7475.1,0,0,256.9,7732,4,Stayed,No,0,50,4649,,,Yes
4000-VGMQP,Male,56,No,No,Yes,Yes,3,United States,California,Pollock Pines,95726,"38.733908, -120.453416",38.733908,-120.453416,"8,577",Q3,Yes,2,38,,Yes,13.67,Yes,Yes,Cable,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,78.95,2862.55,0,0,519.46,3382.01,5,Stayed,No,0,60,2125,,,Yes
3999-WRNGR,Female,39,No,No,Yes,Yes,3,United States,California,Soda Springs,95728,"39.279068, -120.414275",39.279068,-120.414275,88,Q3,Yes,2,60,,No,0,No,Yes,Cable,51,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,49.75,3069.45,0,0,0,3069.45,3,Stayed,No,0,77,6307,,,Yes
3466-RITXD,Male,34,No,No,No,No,0,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,25,Q3,No,0,26,,Yes,37.59,Yes,Yes,Fiber Optic,8,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,92.4,2349.8,0,0,977.34,3327.14,3,Stayed,No,0,75,5461,,,No
2680-XKKNJ,Female,60,No,No,No,No,0,United States,California,Weimar,95736,"39.00978, -120.978273",39.00978,-120.978273,31,Q3,No,0,8,,Yes,17.52,No,Yes,DSL,28,Yes,Yes,No,Yes,No,No,No,No,One Year,No,Bank Withdrawal,58.2,469.25,0,30,140.16,639.41,4,Stayed,No,0,52,3325,,,No
2101-RANCD,Female,50,No,No,No,No,0,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,"22,028",Q3,No,0,55,,Yes,8.93,Yes,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,73.1,4144.9,0,0,491.15,4636.05,4,Stayed,No,0,46,5832,,,No
7921-BEPCI,Female,40,No,No,No,No,0,United States,California,Rocklin,95765,"38.823278, -121.281856",38.823278,-121.281856,"15,494",Q3,No,0,72,,Yes,12.63,Yes,Yes,DSL,23,Yes,Yes,No,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,59.75,4265,0,0,909.36,5174.36,3,Stayed,No,0,59,4515,,,No
8510-TMWYB,Female,61,No,No,Yes,Yes,3,United States,California,Sacramento,95814,"38.584505, -121.491956",38.584505,-121.491956,"16,599",Q3,Yes,9,54,,Yes,23.02,Yes,Yes,Cable,21,No,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,59.8,3246.45,0,0,1243.08,4489.53,5,Stayed,No,0,24,5898,,,Yes
3258-ZKPAI,Male,26,Yes,No,Yes,Yes,1,United States,California,Sacramento,95815,"38.608405, -121.449942",38.608405,-121.449942,"25,355",Q3,Yes,7,72,,Yes,21.29,Yes,Yes,Fiber Optic,52,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,116.6,8337.45,26.7,0,1532.88,9843.63,3,Stayed,No,0,59,5227,,,Yes
1428-IEDPR,Male,54,No,No,No,No,0,United States,California,Sacramento,95816,"38.574856, -121.46504",38.574856,-121.46504,"16,164",Q3,No,0,52,,Yes,20.8,Yes,Yes,Fiber Optic,30,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,109.3,5731.4,3.85,60,1081.6,6869.15,4,Stayed,No,0,33,5624,,,No
4450-YOOHP,Female,56,No,No,No,No,0,United States,California,Sacramento,95818,"38.556306, -121.495817",38.556306,-121.495817,"21,313",Q3,No,0,39,,No,0,No,Yes,DSL,6,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,50.65,1905.4,3.51,0,0,1901.89,4,Stayed,No,0,31,5433,,,No
6728-CZFEI,Female,28,Yes,No,No,No,0,United States,California,Sacramento,95819,"38.567594, -121.437507",38.567594,-121.437507,"15,975",Q3,No,0,15,,Yes,6.56,No,Yes,DSL,52,No,No,No,No,Yes,No,No,Yes,One Year,No,Credit Card,56.15,931.9,35.23,0,98.4,995.07,4,Stayed,No,0,25,5473,,,No
3653-NCRDJ,Male,39,No,No,Yes,Yes,1,United States,California,Sacramento,95821,"38.625096, -121.383658",38.625096,-121.383658,"35,426",Q3,Yes,10,43,,Yes,14.97,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.2,776.25,9.48,0,643.71,1410.48,4,Stayed,No,0,74,5594,,,Yes
6519-ZHPXP,Female,51,No,No,Yes,Yes,2,United States,California,Sacramento,95824,"38.517295, -121.439819",38.517295,-121.439819,"30,580",Q3,Yes,1,72,,Yes,41.55,No,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,108.3,7679.65,36.13,50,2991.6,10685.12,4,Stayed,No,0,33,4183,,,Yes
3472-QPRCH,Male,43,No,No,Yes,Yes,1,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,"38,818",Q3,Yes,9,40,,Yes,27.95,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.25,1006.9,44.51,0,1118,2080.39,5,Stayed,No,0,53,3217,,,Yes
8224-UAXBZ,Female,55,No,No,Yes,No,0,United States,California,Sacramento,95827,"38.549185, -121.328386",38.549185,-121.328386,"19,611",Q3,Yes,7,58,,No,0,No,Yes,DSL,29,Yes,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,45.35,2540.1,4.08,0,0,2536.02,3,Stayed,No,0,41,5137,,,Yes
9610-WCESF,Male,44,No,No,No,No,0,United States,California,Sacramento,95828,"38.486938, -121.395805",38.486938,-121.395805,"54,880",Q3,No,0,67,,No,0,No,Yes,Cable,17,Yes,No,No,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,43.9,3097.2,34.45,0,0,3062.75,4,Stayed,No,0,62,6344,,,No
2486-WYVVE,Male,47,No,No,Yes,No,0,United States,California,Sacramento,95830,"38.490508, -121.284171",38.490508,-121.284171,592,Q3,Yes,1,31,,Yes,3.12,Yes,Yes,DSL,6,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,79.3,2484,0,0,96.72,2580.72,5,Stayed,No,0,34,5238,,,Yes
1422-DGUBX,Male,64,No,No,Yes,No,0,United States,California,Sacramento,95832,"38.445939, -121.496855",38.445939,-121.496855,"9,063",Q3,Yes,4,32,,Yes,43.11,Yes,Yes,Fiber Optic,18,No,No,No,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,79.25,2619.15,16.96,0,1379.52,3981.71,5,Stayed,No,0,43,2735,,,Yes
2999-AANRQ,Female,23,Yes,No,No,No,0,United States,California,Sacramento,95833,"38.619049, -121.517552",38.619049,-121.517552,"31,422",Q3,No,0,21,,Yes,17.35,No,Yes,DSL,71,Yes,Yes,No,Yes,Yes,No,No,No,Two Year,No,Credit Card,71.05,1524.85,16.91,140,364.35,2012.29,4,Stayed,No,0,56,5138,,,No
8668-KNZTI,Male,42,No,No,No,No,0,United States,California,Sacramento,95834,"38.646209, -121.52446",38.646209,-121.52446,"8,403",Q3,No,0,52,,Yes,47.9,No,Yes,DSL,3,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Bank Withdrawal,53.75,2790.65,43.12,0,2490.8,5238.33,3,Stayed,No,0,23,5957,,,No
0480-KYJVA,Female,42,No,No,Yes,Yes,3,United States,California,Sacramento,95835,"38.685069, -121.543709",38.685069,-121.543709,854,Q3,Yes,8,72,,Yes,47.6,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.25,1784.5,49.76,0,3427.2,5161.94,4,Stayed,No,0,26,5897,,,Yes
9746-YKGXB,Male,48,No,No,Yes,Yes,2,United States,California,Sacramento,95838,"38.646096, -121.442433",38.646096,-121.442433,"34,894",Q3,Yes,9,52,,No,0,No,Yes,DSL,19,Yes,No,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,44.25,2276.1,23.5,0,0,2252.6,3,Stayed,No,0,30,6340,,,Yes
3926-YZVVX,Female,62,No,No,No,No,0,United States,California,Sacramento,95841,"38.660442, -121.346321",38.660442,-121.346321,"20,993",Q3,No,0,41,,Yes,12.42,No,Yes,Cable,12,No,No,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,50.05,2029.05,0,0,509.22,2538.27,5,Stayed,No,0,64,2157,,,No
6000-UKLWI,Male,46,No,No,No,No,0,United States,California,Sacramento,95842,"38.687367, -121.34848",38.687367,-121.34848,"31,373",Q3,No,0,41,,Yes,36.76,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.15,802.35,29.95,0,1507.16,2279.56,3,Stayed,No,0,47,4982,,,No
6332-FBZRI,Male,39,No,No,Yes,Yes,1,United States,California,Sacramento,95864,"38.585826, -121.376263",38.585826,-121.376263,"23,362",Q3,Yes,6,67,,Yes,36.21,Yes,Yes,DSL,24,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,69.35,4653.25,9.99,0,2426.07,7069.33,3,Stayed,No,0,40,5589,,,Yes
2096-XOTMO,Female,40,No,No,Yes,Yes,3,United States,California,Marysville,95901,"39.19514, -121.503883",39.19514,-121.503883,"38,091",Q3,Yes,10,16,,Yes,12.82,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.35,275.9,33.24,0,205.12,447.78,5,Stayed,No,0,31,4146,,,Yes
3266-FTKHB,Male,35,No,No,No,No,0,United States,California,Beale Afb,95903,"39.125311, -121.392283",39.125311,-121.392283,"5,654",Q3,No,0,17,,Yes,27.66,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.15,343.45,28.63,0,470.22,785.04,3,Stayed,No,0,60,2717,,,No
8221-EQDGL,Male,27,Yes,No,Yes,No,0,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,118,Q3,Yes,4,35,,Yes,25.32,No,Yes,DSL,30,Yes,Yes,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,61,2130.45,10.7,0,886.2,3005.95,3,Stayed,No,0,79,4355,,,Yes
2346-LOCWC,Female,52,No,No,Yes,Yes,2,United States,California,Arbuckle,95912,"38.982373, -122.047751",38.982373,-122.047751,"4,796",Q3,Yes,10,58,,Yes,25.86,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,1191.4,36.92,0,1499.88,2654.36,4,Stayed,No,0,72,6186,,,Yes
0298-XACET,Male,35,No,No,Yes,Yes,2,United States,California,Berry Creek,95916,"39.657228, -121.37778",39.657228,-121.37778,"1,279",Q3,Yes,1,52,,No,0,No,Yes,DSL,17,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,50.2,2554,27.01,0,0,2526.99,4,Stayed,No,0,47,5396,,,Yes
7560-QJAVJ,Female,60,No,No,No,No,0,United States,California,Biggs,95917,"39.457388, -121.818201",39.457388,-121.818201,"3,169",Q3,No,0,70,,Yes,47.72,No,Yes,DSL,28,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,79.6,5589.45,42.34,0,3340.4,8887.51,3,Stayed,No,0,38,5474,,,No
2995-YWTCD,Female,20,Yes,No,Yes,Yes,1,United States,California,Browns Valley,95918,"39.292334, -121.320597",39.292334,-121.320597,"1,477",Q3,Yes,1,19,,Yes,31.58,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,24.9,467.7,0,0,600.02,1067.72,3,Stayed,No,0,79,5396,,,Yes
9137-UIYPG,Female,33,No,No,Yes,Yes,3,United States,California,Butte City,95920,"39.449794, -121.936372",39.449794,-121.936372,303,Q3,Yes,1,35,,Yes,26.09,No,Yes,Fiber Optic,56,Yes,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,106.9,3756.45,34.47,150,913.15,4785.13,3,Stayed,No,0,80,5447,,,Yes
2809-ZMYOQ,Female,33,No,No,No,No,0,United States,California,Camptonville,95922,"39.432127, -121.099287",39.432127,-121.099287,632,Q3,No,0,32,,Yes,41.53,Yes,Yes,Fiber Optic,28,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,101.35,3334.9,0,0,1328.96,4663.86,5,Stayed,No,0,72,4341,,,No
5084-OOVCJ,Female,25,Yes,No,Yes,Yes,3,United States,California,Canyon Dam,95923,"40.171312, -121.120605",40.171312,-121.120605,86,Q3,Yes,1,17,,Yes,20.23,No,Yes,DSL,69,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,55.35,920.5,0,0,343.91,1264.41,4,Stayed,No,0,57,5465,,,Yes
0254-WWRKD,Female,44,No,No,Yes,Yes,3,United States,California,Challenge,95925,"39.461768, -121.195825",39.461768,-121.195825,262,Q3,Yes,1,67,Offer A,Yes,46.9,No,Yes,Cable,28,No,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,50.55,3431.75,0,0,3142.3,6574.05,5,Stayed,No,0,51,5122,,,Yes
7727-SHVZV,Female,56,No,No,No,No,0,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,"35,808",Q3,No,0,9,,Yes,43.83,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.5,150.35,0,0,394.47,544.82,4,Stayed,No,0,54,4883,,,No
5339-PXDVH,Male,43,No,No,No,No,0,United States,California,Clipper Mills,95930,"39.562239, -121.14836",39.562239,-121.14836,282,Q3,No,0,4,Offer E,Yes,31.57,Yes,Yes,Fiber Optic,18,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,90.65,367.95,0,0,126.28,494.23,3,Stayed,No,0,70,3559,,,No
8782-NUUOL,Male,62,No,No,No,No,0,United States,California,Crescent Mills,95934,"40.080342, -120.957805",40.080342,-120.957805,178,Q3,No,0,60,,Yes,35.13,No,Yes,DSL,3,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Credit Card,79,4801.1,0,0,2107.8,6908.9,3,Stayed,No,0,43,4807,,,No
7601-WFVZV,Male,35,No,No,No,No,0,United States,California,Downieville,95936,"39.578792, -120.780786",39.578792,-120.780786,404,Q3,No,0,1,Offer E,Yes,17.94,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.55,19.55,0,0,17.94,37.49,4,Joined,No,0,79,3718,,,No
4609-KNNWG,Female,36,No,No,Yes,Yes,3,United States,California,Dunnigan,95937,"38.931425, -121.946081",38.931425,-121.946081,19,Q3,Yes,1,27,,Yes,2.4,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.9,550.1,0,0,64.8,614.9,5,Stayed,No,0,49,4870,,,Yes
9529-OFXHY,Male,20,Yes,No,No,No,0,United States,California,Elk Creek,95939,"39.53222, -122.594879",39.53222,-122.594879,587,Q3,No,0,15,,Yes,13.8,Yes,Yes,Fiber Optic,59,Yes,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,87.75,1242.2,0,0,207,1449.2,3,Stayed,No,0,61,5415,,,No
2669-QVCRG,Female,32,No,No,No,No,0,United States,California,Forest Ranch,95942,"40.077028, -121.494168",40.077028,-121.494168,"1,351",Q3,No,0,41,,Yes,7.83,Yes,Yes,Fiber Optic,19,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,81.3,3190.65,0,0,321.03,3511.68,4,Stayed,No,0,62,2299,,,No
2478-EEWWM,Male,21,Yes,No,Yes,No,0,United States,California,Glenn,95943,"39.597975, -122.032248",39.597975,-122.032248,"1,454",Q3,Yes,1,59,Offer B,No,0,No,Yes,DSL,53,No,No,No,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,44.3,2666.75,0,20,0,2686.75,4,Stayed,No,0,28,5905,,,Yes
9174-IHETN,Female,45,No,No,No,Yes,2,United States,California,Goodyears Bar,95944,"39.564113, -120.868836",39.564113,-120.868836,76,Q3,No,0,50,Offer B,Yes,36.11,No,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Two Year,No,Credit Card,70.35,3533.6,0,0,1805.5,5339.1,3,Stayed,No,0,50,5521,,,No
2233-TXSIU,Male,20,Yes,No,Yes,Yes,2,United States,California,Grass Valley,95945,"39.194539, -120.988066",39.194539,-120.988066,"23,990",Q3,Yes,1,17,,No,0,No,Yes,DSL,52,Yes,No,Yes,No,Yes,No,No,Yes,One Year,No,Credit Card,44.45,792.15,0,0,0,792.15,3,Stayed,No,0,73,3522,,,Yes
9644-UMGQA,Male,48,No,No,Yes,Yes,3,United States,California,Penn Valley,95946,"39.203817, -121.19584",39.203817,-121.19584,"9,752",Q3,Yes,1,6,Offer E,Yes,34.7,No,Yes,DSL,51,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,49.15,295.65,0,0,208.2,503.85,3,Stayed,No,0,43,4076,,,Yes
0419-YAAPX,Male,44,No,No,Yes,No,0,United States,California,Grass Valley,95949,"39.099204, -121.137962",39.099204,-121.137962,"17,922",Q3,Yes,1,49,Offer B,Yes,14.21,No,Yes,Fiber Optic,23,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,85.3,4297.95,0,0,696.29,4994.24,4,Stayed,No,0,71,4696,,,Yes
0872-CASZJ,Male,30,No,No,Yes,No,0,United States,California,Hamilton City,95951,"39.732767, -122.042298",39.732767,-122.042298,"1,931",Q3,Yes,1,59,Offer B,Yes,20.5,Yes,Yes,Cable,53,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,69.1,4096.9,0,0,1209.5,5306.4,3,Stayed,No,0,29,4765,,,Yes
8164-OCKUJ,Female,45,No,No,Yes,Yes,2,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,"11,168",Q3,Yes,1,59,Offer B,Yes,2.47,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.6,1286,0,0,145.73,1431.73,5,Stayed,No,0,55,6325,,,Yes
3094-JOJAI,Male,63,No,No,No,No,0,United States,California,Maxwell,95955,"39.281194, -122.226568",39.281194,-122.226568,"1,146",Q3,No,0,18,,Yes,4.38,Yes,Yes,Fiber Optic,20,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,74.15,1387,0,0,78.84,1465.84,5,Stayed,No,0,49,2643,,,No
9494-MRNYX,Male,22,Yes,No,No,No,0,United States,California,Meadow Valley,95956,"39.937017, -121.058043",39.937017,-121.058043,301,Q3,No,0,10,,Yes,17.98,Yes,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,75.05,786.3,0,0,179.8,966.1,4,Stayed,No,0,23,3399,,,No
2599-CZABP,Male,57,No,No,Yes,No,0,United States,California,Meridian,95957,"39.068071, -121.832638",39.068071,-121.832638,776,Q3,Yes,1,14,Offer D,Yes,44.95,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,One Year,No,Bank Withdrawal,44.6,641.25,0,0,629.3,1270.55,3,Stayed,No,0,51,4612,,,Yes
7945-PRBVF,Male,47,No,No,No,No,0,United States,California,Nevada City,95959,"39.333737, -120.858667",39.333737,-120.858667,"17,269",Q3,No,0,35,,Yes,17.2,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,21.45,705.45,0,0,602,1307.45,3,Stayed,No,0,71,3967,,,No
4544-RXFMG,Male,48,No,No,Yes,Yes,2,United States,California,North San Juan,95960,"39.423046, -120.984472",39.423046,-120.984472,565,Q3,Yes,1,8,Offer E,Yes,6.78,No,Yes,DSL,24,No,No,No,No,No,No,No,Yes,One Year,Yes,Credit Card,43.45,345.5,0,0,54.24,399.74,3,Stayed,No,0,50,4184,,,Yes
0859-YGKFW,Male,56,No,No,Yes,Yes,3,United States,California,Olivehurst,95961,"39.082568, -121.55325",39.082568,-121.55325,"6,439",Q3,Yes,1,18,Offer D,Yes,28.06,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.05,345.9,0,0,505.08,850.98,5,Stayed,No,0,63,4458,,,Yes
1150-FTQGN,Female,35,No,No,Yes,Yes,3,United States,California,Oregon House,95962,"39.342587, -121.249833",39.342587,-121.249833,"1,519",Q3,Yes,1,60,Offer B,Yes,48.04,Yes,Yes,Fiber Optic,76,Yes,Yes,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,94.15,5811.8,0,0,2882.4,8694.2,4,Stayed,No,0,60,6399,,,Yes
7196-LIWRH,Female,61,No,No,No,No,0,United States,California,Oroville,95965,"39.624561, -121.552866",39.624561,-121.552866,"17,782",Q3,No,0,6,Offer E,Yes,7.35,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,124.45,0,0,44.1,168.55,5,Stayed,No,0,61,5980,,,No
5448-VWNAM,Female,49,No,No,No,Yes,3,United States,California,Oroville,95966,"39.473896, -121.415927",39.473896,-121.415927,"28,382",Q3,No,0,19,Offer D,Yes,8.02,Yes,Yes,DSL,57,Yes,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,75.9,1375.6,0,0,152.38,1527.98,4,Stayed,No,0,69,4198,,,No
1177-XZBJL,Male,35,No,No,Yes,Yes,2,United States,California,Palermo,95968,"39.435756, -121.552071",39.435756,-121.552071,"1,254",Q3,Yes,1,53,Offer B,Yes,37.57,Yes,Yes,DSL,15,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,64.15,3491.55,0,0,1991.21,5482.76,3,Stayed,No,0,45,5570,,,Yes
9330-VOFSZ,Female,34,No,No,Yes,No,0,United States,California,Princeton,95970,"39.424957, -122.039307",39.424957,-122.039307,495,Q3,Yes,1,60,Offer B,Yes,30.23,Yes,Yes,Fiber Optic,14,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.8,6640.7,9.79,0,1813.8,8444.71,5,Stayed,No,0,79,5942,,,Yes
0939-EREMR,Female,40,No,No,No,Yes,1,United States,California,Chico,95973,"39.903272, -121.843567",39.903272,-121.843567,"26,971",Q3,No,0,13,Offer D,Yes,25.33,No,Yes,Cable,27,No,No,Yes,Yes,No,No,No,No,Month-to-Month,No,Credit Card,53.45,718.1,26.37,0,329.29,1021.02,5,Stayed,No,0,40,4335,,,No
9389-ACWBI,Female,47,No,No,Yes,Yes,2,United States,California,Richvale,95974,"39.495768, -121.747472",39.495768,-121.747472,74,Q3,Yes,1,5,,Yes,1.38,No,Yes,Fiber Optic,16,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,69.95,320.4,0,0,6.9,327.3,3,Stayed,No,0,73,3850,,,Yes
3644-QXEHN,Male,60,No,No,Yes,Yes,1,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,963,Q3,Yes,1,13,Offer D,Yes,44.05,No,Yes,Fiber Optic,19,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,97,1334.45,0,0,572.65,1907.1,3,Stayed,No,0,35,5282,,,Yes
2911-IJORQ,Male,42,No,No,No,No,0,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,28,Q3,No,0,37,,Yes,44.52,Yes,Yes,DSL,6,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,90.6,3358.65,8.96,0,1647.24,4996.93,4,Stayed,No,0,26,2546,,,No
5921-NGYRH,Male,40,No,No,Yes,No,0,United States,California,Stonyford,95979,"39.288127, -122.415841",39.288127,-122.415841,844,Q3,No,0,64,Offer B,Yes,48.41,No,Yes,Fiber Optic,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,73.55,4764,21.9,0,3098.24,7840.34,3,Stayed,No,0,50,5018,,,Yes
5998-DZLYR,Female,55,No,No,Yes,No,0,United States,California,Sutter,95982,"39.172777, -121.805845",39.172777,-121.805845,"3,193",Q3,Yes,1,61,Offer B,Yes,25.14,Yes,Yes,Fiber Optic,13,No,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,94.35,5703,29.88,0,1533.54,7206.66,5,Stayed,No,0,48,4676,,,Yes
3985-HOYPM,Male,29,Yes,No,No,No,0,United States,California,Washington,95986,"39.34128, -120.786867",39.34128,-120.786867,145,Q3,No,0,26,,Yes,6.38,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.4,525.55,4.25,0,165.88,687.18,4,Stayed,No,0,71,4602,,,No
9548-LERKT,Male,32,No,No,Yes,No,0,United States,California,Willows,95988,"39.493991, -122.286363",39.493991,-122.286363,"8,812",Q3,Yes,4,24,,Yes,27.38,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.75,483.15,16.56,0,657.12,1123.71,3,Stayed,No,0,34,3455,,,Yes
6576-FBXOJ,Male,29,Yes,No,Yes,No,0,United States,California,Yuba City,95991,"39.02741, -121.614982",39.02741,-121.614982,"34,967",Q3,Yes,5,17,Offer D,No,0,No,Yes,DSL,27,No,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,54.6,934.8,47.73,0,0,887.07,4,Stayed,No,0,22,4590,,,Yes
4310-KEDTB,Female,24,Yes,No,No,Yes,2,United States,California,Yuba City,95993,"39.075694, -121.70606",39.075694,-121.70606,"27,786",Q3,No,0,26,,No,0,No,Yes,DSL,27,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,29.8,786.5,10.28,0,0,776.22,3,Stayed,No,0,27,3746,,,No
4062-HBMOS,Male,33,No,No,No,No,0,United States,California,Redding,96003,"40.677649, -122.29467",40.677649,-122.29467,"41,476",Q3,No,0,52,Offer B,Yes,5.42,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,103.05,5364.8,46.67,0,281.84,5599.97,4,Stayed,No,0,80,5432,,,No
2676-ISHSF,Male,22,Yes,No,No,No,0,United States,California,Anderson,96007,"40.448632, -122.306657",40.448632,-122.306657,"21,418",Q3,No,0,1,,Yes,29.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.3,20.3,0,0,29.19,49.49,5,Joined,No,0,46,5203,,,No
9236-NDUCW,Female,34,No,No,No,No,0,United States,California,Bella Vista,96008,"40.722733, -122.109666",40.722733,-122.109666,899,Q3,No,0,21,Offer D,No,0,No,Yes,DSL,4,Yes,No,No,Yes,No,No,No,Yes,Two Year,No,Credit Card,35.1,770.4,0,0,0,770.4,4,Stayed,No,0,25,2991,,,No
4753-PADAS,Female,23,Yes,No,Yes,No,0,United States,California,Bieber,96009,"41.083464, -121.107929",41.083464,-121.107929,595,Q3,Yes,2,67,Offer A,Yes,25.46,Yes,Yes,Fiber Optic,73,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,105.7,6816.95,0,0,1705.82,8522.77,4,Stayed,No,0,68,5027,,,Yes
6103-QCKFX,Female,36,No,No,Yes,Yes,3,United States,California,Big Bar,96010,"40.775272, -123.287414",40.775272,-123.287414,269,Q3,Yes,10,44,Offer B,Yes,43.7,No,Yes,DSL,75,Yes,No,No,Yes,No,No,No,No,Month-to-Month,No,Bank Withdrawal,56.25,2419.55,14.78,40,1922.8,4367.57,3,Stayed,No,0,28,3918,,,Yes
7781-EWARA,Male,19,Yes,No,Yes,Yes,3,United States,California,Big Bend,96011,"41.096569, -121.879082",41.096569,-121.879082,265,Q3,Yes,1,70,Offer A,No,0,No,Yes,Cable,47,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,60.35,4138.7,49.23,0,0,4089.47,3,Stayed,No,0,56,4122,,,Yes
7018-FPXHH,Male,45,No,No,Yes,Yes,2,United States,California,Callahan,96014,"41.388397, -122.794636",41.388397,-122.794636,290,Q3,Yes,1,56,Offer B,Yes,22.74,No,Yes,DSL,13,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,59.8,3457.45,35.01,0,1273.44,4695.88,3,Stayed,No,0,72,4964,,,Yes
0572-ZJKLT,Female,32,No,No,Yes,Yes,1,United States,California,Chester,96020,"40.243494, -121.154733",40.243494,-121.154733,"2,664",Q3,Yes,10,46,Offer B,Yes,49.26,Yes,Yes,Fiber Optic,18,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,99.65,4630.2,9.35,0,2265.96,6886.81,3,Stayed,No,0,58,4736,,,Yes
5135-RDDQL,Female,37,No,No,Yes,Yes,1,United States,California,Corning,96021,"39.913777, -122.289984",39.913777,-122.289984,"13,840",Q3,Yes,6,63,Offer B,Yes,25.32,No,Yes,DSL,11,Yes,No,No,No,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,50.65,3221.25,37.04,0,1595.16,4779.37,3,Stayed,No,0,36,4847,,,Yes
1353-LJWEM,Male,23,Yes,No,No,No,0,United States,California,Cottonwood,96022,"40.336392, -122.448533",40.336392,-122.448533,"12,348",Q3,No,0,11,Offer D,Yes,28.76,No,Yes,DSL,27,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,60.9,688.5,49.24,0,316.36,955.62,3,Stayed,No,0,58,2726,,,No
1794-SWWKL,Male,22,Yes,No,Yes,Yes,2,United States,California,Dorris,96023,"41.949216, -122.050062",41.949216,-122.050062,"1,162",Q3,Yes,6,15,Offer D,Yes,24.36,Yes,Yes,DSL,59,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,59.65,867.1,32.65,0,365.4,1199.85,4,Stayed,No,0,75,3974,,,Yes
6166-YIPFO,Male,33,No,No,Yes,No,0,United States,California,Douglas City,96024,"40.586588, -122.903677",40.586588,-122.903677,960,Q3,Yes,8,72,Offer A,No,0,No,Yes,DSL,12,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,64.7,4746.05,0,140,0,4886.05,3,Stayed,No,0,36,6075,,,Yes
9332-GYWLO,Female,23,Yes,No,Yes,Yes,2,United States,California,Fall River Mills,96028,"41.017282, -121.468945",41.017282,-121.468945,"1,902",Q3,Yes,3,6,,Yes,30.17,No,Yes,DSL,48,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,54.85,355.1,39.15,0,181.02,496.97,3,Stayed,No,0,80,5729,,,Yes
4184-VODJZ,Male,62,No,No,Yes,Yes,2,United States,California,Forks Of Salmon,96031,"41.232128, -123.194748",41.232128,-123.194748,170,Q3,Yes,4,63,Offer B,Yes,48.62,Yes,Yes,Fiber Optic,28,No,Yes,No,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,91.35,5764.7,18.78,0,3063.06,8808.98,4,Stayed,No,0,47,4512,,,Yes
1092-WPIVQ,Female,33,No,No,Yes,Yes,1,United States,California,French Gulch,96033,"40.740138, -122.587476",40.740138,-122.587476,373,Q3,Yes,2,18,Offer D,Yes,39.56,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.1,428.45,14.57,0,712.08,1125.96,4,Stayed,No,0,55,3675,,,Yes
7233-IOQNP,Female,34,No,No,Yes,No,0,United States,California,Gazelle,96034,"41.411315, -122.697236",41.411315,-122.697236,392,Q3,Yes,9,43,Offer B,No,0,No,Yes,Cable,21,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,34,1505.35,49.22,0,0,1456.13,3,Stayed,No,0,74,5409,,,Yes
2834-JKOOW,Female,60,No,No,No,No,0,United States,California,Gerber,96035,"40.03194, -122.176023",40.03194,-122.176023,"3,357",Q3,No,0,15,Offer D,No,0,No,Yes,DSL,25,Yes,Yes,Yes,Yes,No,No,No,Yes,One Year,No,Credit Card,45.9,693.45,16.27,0,0,677.18,3,Stayed,No,0,51,3572,,,No
2400-FEQME,Male,57,No,No,Yes,Yes,3,United States,California,Grenada,96038,"41.599978, -122.539381",41.599978,-122.539381,616,Q3,Yes,1,55,Offer B,Yes,40.94,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,1177.95,5.83,0,2251.7,3423.82,5,Stayed,No,0,25,5011,,,Yes
4957-SREEC,Male,38,No,No,Yes,Yes,1,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,2,70,Offer A,Yes,31.78,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.35,1458.1,35.44,0,2224.6,3647.26,5,Stayed,No,0,69,5748,,,Yes
4923-ADWXJ,Female,33,No,No,No,No,0,United States,California,Igo,96047,"40.524535, -122.647172",40.524535,-122.647172,911,Q3,No,0,25,,Yes,1.22,No,Yes,DSL,10,No,Yes,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,65.8,1679.65,29.29,0,30.5,1680.86,5,Stayed,No,0,66,3962,,,No
3439-GVUSX,Male,45,No,No,No,No,0,United States,California,Lookout,96054,"41.280478, -121.160249",41.280478,-121.160249,386,Q3,No,0,1,,No,0,No,Yes,DSL,29,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,24.4,24.4,0,0,0,24.4,3,Joined,No,0,80,4570,,,No
5949-HGVJL,Female,35,No,No,Yes,No,0,United States,California,Mccloud,96057,"41.251322, -122.105209",41.251322,-122.105209,"1,586",Q3,Yes,7,26,,Yes,23.31,No,Yes,DSL,20,No,Yes,No,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,73.05,1959.5,47.59,50,606.06,2567.97,5,Stayed,No,0,46,2753,,,Yes
5203-XEHAX,Female,55,No,No,No,No,0,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,816,Q3,No,0,34,,Yes,45.56,No,Yes,DSL,7,Yes,Yes,No,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,64.35,2053.05,46.39,0,1549.04,3555.7,3,Stayed,No,0,48,3445,,,No
1635-HDGFT,Female,29,Yes,No,No,Yes,1,United States,California,Manton,96059,"40.426679, -121.850421",40.426679,-121.850421,598,Q3,No,0,19,Offer D,Yes,35.45,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.5,398.55,24.07,0,673.55,1048.03,4,Stayed,No,0,69,4855,,,No
8050-XGRVL,Female,22,Yes,No,Yes,Yes,3,United States,California,Millville,96062,"40.531257, -122.148139",40.531257,-122.148139,830,Q3,Yes,5,62,Offer B,Yes,32.92,No,Yes,DSL,71,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,54.75,3425.35,8.5,0,2041.04,5457.89,4,Stayed,No,0,71,5010,,,Yes
9828-QHFBK,Male,60,No,No,No,No,0,United States,California,Montgomery Creek,96065,"40.877552, -121.885884",40.877552,-121.885884,431,Q3,No,0,24,,Yes,33.97,No,Yes,DSL,22,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.15,1275.7,0,0,815.28,2090.98,3,Stayed,No,0,35,5796,,,No
5012-YSPJJ,Male,20,Yes,No,Yes,Yes,1,United States,California,Nubieber,96068,"41.082472, -121.195215",41.082472,-121.195215,240,Q3,Yes,6,31,,Yes,25.04,No,Yes,DSL,71,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,54.35,1647,0,0,776.24,2423.24,3,Stayed,No,0,41,3615,,,Yes
6728-VOIFY,Female,20,Yes,No,Yes,No,0,United States,California,Palo Cedro,96073,"40.582399, -122.195512",40.582399,-122.195512,"4,931",Q3,Yes,5,63,Offer B,Yes,20.51,No,Yes,Fiber Optic,51,No,Yes,No,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,96,6109.75,0,30,1292.13,7431.88,3,Stayed,No,0,80,5016,,,Yes
4891-NLUBA,Female,46,No,No,Yes,Yes,3,United States,California,Paynes Creek,96075,"40.343213, -121.815412",40.343213,-121.815412,433,Q3,Yes,8,61,Offer B,No,0,No,Yes,DSL,26,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,61.45,3751.15,0,0,0,3751.15,3,Stayed,No,0,20,5063,,,Yes
8969-PRHFK,Male,32,No,No,No,No,0,United States,California,Red Bluff,96080,"40.186772, -122.388361",40.186772,-122.388361,"26,438",Q3,No,0,18,Offer D,Yes,1.42,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.65,411.25,0,0,25.56,436.81,3,Stayed,No,0,32,4695,,,No
0661-KQHNK,Female,38,No,No,Yes,Yes,3,United States,California,Round Mountain,96084,"40.923558, -122.059933",40.923558,-122.059933,459,Q3,No,0,6,,Yes,30.01,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19,105.5,0,0,180.06,285.56,5,Stayed,No,0,46,5518,,,Yes
8709-KRDVL,Female,44,No,No,No,No,0,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,88,Q3,No,0,33,,Yes,16.57,Yes,Yes,Fiber Optic,30,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,100,3320.6,0,0,546.81,3867.41,5,Stayed,No,0,76,4643,,,No
1427-VERSM,Female,62,No,No,Yes,No,0,United States,California,Shasta,96087,"40.617614, -122.512861",40.617614,-122.512861,528,Q3,Yes,3,56,Offer B,Yes,7,No,Yes,Fiber Optic,18,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.7,5669.5,0,0,392,6061.5,4,Stayed,No,0,44,5141,,,Yes
9801-NOSHQ,Male,50,No,No,No,Yes,3,United States,California,Shingletown,96088,"40.497441, -121.827524",40.497441,-121.827524,"4,231",Q3,No,0,23,Offer D,Yes,1.2,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.8,465.45,0,0,27.6,493.05,3,Stayed,No,0,49,3058,,,No
6339-YPSAH,Male,54,No,No,No,No,0,United States,California,Tehama,96090,"40.021787, -122.127576",40.021787,-122.127576,405,Q3,No,0,9,,Yes,1.85,No,Yes,Fiber Optic,22,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,73.8,704.3,0,50,16.65,770.95,3,Stayed,No,0,52,4895,,,No
2159-TURXX,Male,26,Yes,No,No,No,0,United States,California,Weaverville,96093,"40.759401, -122.939337",40.759401,-122.939337,"3,749",Q3,No,0,5,,Yes,22.16,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,95.55,0,0,110.8,206.35,4,Stayed,No,0,51,2483,,,No
1548-FEHVL,Male,40,No,No,Yes,No,0,United States,California,Weed,96094,"41.465121, -122.380947",41.465121,-122.380947,"5,896",Q3,Yes,6,61,,Yes,27.66,Yes,Yes,Fiber Optic,29,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,106.2,6375.2,0,0,1687.26,8062.46,4,Stayed,No,0,74,6298,,,Yes
3795-CAWEX,Male,21,Yes,No,Yes,Yes,2,United States,California,Whitmore,96096,"40.637105, -121.906949",40.637105,-121.906949,843,Q3,Yes,5,70,Offer A,Yes,40.77,Yes,Yes,Fiber Optic,71,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,116.55,8152.3,0,0,2853.9,11006.2,3,Stayed,No,0,40,6116,,,Yes
6215-NQCPY,Male,53,No,No,No,No,0,United States,California,Yreka,96097,"41.764869, -122.671316",41.764869,-122.671316,"9,538",Q3,No,0,15,Offer D,Yes,10.12,Yes,Yes,Fiber Optic,15,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,99.7,1566.75,0,0,151.8,1718.55,3,Stayed,No,0,60,4157,,,No
5647-URDKA,Male,27,Yes,No,Yes,Yes,1,United States,California,Alturas,96101,"41.468877, -120.54229",41.468877,-120.54229,"5,096",Q3,Yes,8,8,,Yes,11.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,130.25,0,0,92.56,222.81,4,Stayed,No,0,29,5962,,,Yes
2229-DPMBI,Female,19,Yes,No,Yes,Yes,2,United States,California,Blairsden Graeagle,96103,"39.783747, -120.661032",39.783747,-120.661032,"1,839",Q3,Yes,10,8,,Yes,13.21,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.5,162.15,0,0,105.68,267.83,5,Stayed,No,0,58,3598,,,Yes
9626-WEQRM,Female,53,No,No,No,No,0,United States,California,Cedarville,96104,"41.505916, -120.152505",41.505916,-120.152505,857,Q3,No,0,4,,No,0,No,Yes,DSL,2,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,29.15,110.05,0,10,0,120.05,4,Stayed,No,0,78,2657,,,No
2188-SXWVT,Female,31,No,No,No,No,0,United States,California,Chilcoot,96105,"39.872961, -120.198876",39.872961,-120.198876,650,Q3,No,0,34,Offer C,Yes,43.17,No,Yes,DSL,8,Yes,Yes,No,No,No,No,No,Yes,One Year,No,Credit Card,55,1885.15,0,0,1467.78,3352.93,4,Stayed,No,0,46,4027,,,No
6258-PVZWJ,Male,38,No,No,Yes,No,0,United States,California,Clio,96106,"39.745805, -120.580882",39.745805,-120.580882,88,Q3,Yes,1,68,Offer A,Yes,11.83,Yes,Yes,DSL,21,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,90.8,6302.85,0,0,804.44,7107.29,4,Stayed,No,0,69,4265,,,Yes
1094-BKOSX,Female,52,No,No,Yes,Yes,2,United States,California,Coleville,96107,"38.42528, -119.475741",38.42528,-119.475741,"1,332",Q3,Yes,10,45,,No,0,No,Yes,Cable,19,No,Yes,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,51,2264.5,0,0,0,2264.5,4,Stayed,No,0,22,4534,,,Yes
2978-XXSOG,Female,33,No,No,No,No,0,United States,California,Doyle,96109,"40.012675, -120.101857",40.012675,-120.101857,"1,177",Q3,No,0,22,Offer D,Yes,32.75,Yes,Yes,DSL,24,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,59.05,1253.5,0,0,720.5,1974,4,Stayed,No,0,47,3995,,,No
2342-CKIAO,Female,39,No,No,No,No,0,United States,California,Eagleville,96110,"41.280341, -120.150381",41.280341,-120.150381,132,Q3,No,0,2,,Yes,12.68,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.3,41.2,0,0,25.36,66.56,5,Joined,No,0,24,5074,,,No
6953-PBDIN,Male,50,No,No,Yes,No,0,United States,California,Fort Bidwell,96112,"41.932207, -120.135941",41.932207,-120.135941,231,Q3,Yes,4,70,Offer A,Yes,38.58,Yes,Yes,DSL,25,No,Yes,Yes,Yes,Yes,No,No,No,Two Year,No,Bank Withdrawal,72.95,5265.55,0,60,2700.6,8026.15,4,Stayed,No,0,70,6466,,,Yes
3898-BSJYF,Female,23,Yes,No,No,Yes,1,United States,California,Herlong,96113,"40.198234, -120.18089",40.198234,-120.18089,946,Q3,No,0,10,Offer D,Yes,14.24,Yes,Yes,Cable,26,Yes,No,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Credit Card,73.55,693.3,0,0,142.4,835.7,3,Stayed,No,0,29,4434,,,No
3938-YFPXD,Male,55,No,No,No,No,0,United States,California,Janesville,96114,"40.294034, -120.512622",40.294034,-120.512622,"3,093",Q3,No,0,72,Offer A,Yes,29.03,Yes,Yes,DSL,27,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,84.3,5997.1,0,0,2090.16,8087.26,4,Stayed,No,0,35,6012,,,No
7696-AMHOD,Female,23,Yes,No,Yes,Yes,1,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,10,49,,Yes,9.07,No,Yes,DSL,82,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Credit Card,78,3824.2,0,0,444.43,4268.63,5,Stayed,No,0,69,4200,,,Yes
9558-IHEZX,Female,57,No,No,No,No,0,United States,California,Litchfield,96117,"40.507272, -120.338228",40.507272,-120.338228,385,Q3,No,0,71,Offer A,Yes,2.93,Yes,Yes,Fiber Optic,10,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,106.75,7283.25,0,0,208.03,7491.28,3,Stayed,No,0,32,5610,,,No
9617-UDPEU,Female,50,No,No,No,No,0,United States,California,Loyalton,96118,"39.637471, -120.226338",39.637471,-120.226338,"1,822",Q3,No,0,22,,Yes,35.4,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.25,412.55,0,0,778.8,1191.35,3,Stayed,No,0,52,2691,,,No
6340-DACFT,Female,37,No,No,Yes,Yes,3,United States,California,Madeline,96119,"41.042003, -120.506086",41.042003,-120.506086,85,Q3,Yes,10,50,,Yes,10.13,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.55,1070.25,0,0,506.5,1576.75,4,Stayed,No,0,34,4878,,,Yes
4955-VCWBI,Female,51,No,No,Yes,Yes,2,United States,California,Markleeville,96120,"38.735789, -119.85798",38.735789,-119.85798,957,Q3,Yes,5,43,,Yes,35.2,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20,817.95,0,0,1513.6,2331.55,5,Stayed,No,0,76,4882,,,Yes
6813-GZQCG,Female,21,Yes,No,Yes,Yes,1,United States,California,Milford,96121,"40.181279, -120.392967",40.181279,-120.392967,481,Q3,Yes,5,45,,Yes,37.57,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,24.65,1171.3,0,0,1690.65,2861.95,3,Stayed,No,0,63,2194,,,Yes
3389-KTRXV,Female,61,No,No,Yes,Yes,3,United States,California,Ravendale,96123,"40.845738, -120.322219",40.845738,-120.322219,61,Q3,No,0,23,,Yes,7.11,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,23.85,625.65,0,0,163.53,789.18,5,Stayed,No,0,78,5945,,,Yes
3118-UHVVQ,Female,41,No,No,Yes,No,0,United States,California,Calpine,96124,"39.672813, -120.456699",39.672813,-120.456699,322,Q3,Yes,8,68,Offer A,Yes,17.12,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.8,1911.5,0,0,1164.16,3075.66,4,Stayed,No,0,21,4747,,,Yes
3205-MXZRA,Male,47,No,No,No,No,0,United States,California,Standish,96128,"40.346634, -120.386422",40.346634,-120.386422,408,Q3,No,0,26,Offer C,Yes,3.26,No,Yes,DSL,6,No,No,No,Yes,Yes,No,No,Yes,One Year,No,Credit Card,59.45,1507,0,0,84.76,1591.76,4,Stayed,No,0,41,2074,,,No
8317-BVKSO,Male,27,Yes,No,No,No,0,United States,California,Termo,96132,"41.027281, -120.669427",41.027281,-120.669427,72,Q3,No,0,14,,Yes,9.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.05,299.3,0,0,128.66,427.96,5,Stayed,No,0,32,5728,,,No
5702-KVQRD,Male,34,No,No,Yes,No,0,United States,California,Topaz,96133,"38.636052, -119.489162",38.636052,-119.489162,116,Q3,Yes,2,71,Offer A,Yes,28.21,No,Yes,DSL,19,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,82.55,5832.65,0,0,2002.91,7835.56,3,Stayed,No,0,68,4668,,,Yes
0083-PIVIK,Male,25,Yes,No,No,No,0,United States,California,Tulelake,96134,"41.813521, -121.492666",41.813521,-121.492666,"2,595",Q3,No,0,64,,Yes,5.49,Yes,Yes,DSL,69,Yes,Yes,Yes,Yes,Yes,No,No,No,One Year,No,Bank Withdrawal,81.25,5567.55,0,40,351.36,5958.91,3,Stayed,No,0,67,4761,,,No
6169-PGNCD,Female,61,No,No,No,No,0,United States,California,Westwood,96137,"40.271535, -121.018087",40.271535,-121.018087,"4,158",Q3,No,0,57,,Yes,6.45,No,Yes,DSL,3,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,74.3,4166.35,0,0,367.65,4534,4,Stayed,No,0,54,5741,,,No
4657-FWVFY,Female,51,No,No,Yes,Yes,2,United States,California,Kings Beach,96143,"39.246654, -120.029273",39.246654,-120.029273,"4,806",Q3,Yes,4,40,,Yes,29.42,Yes,Yes,Fiber Optic,23,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,96.35,3915.4,0,0,1176.8,5092.2,5,Stayed,No,0,52,2004,,,Yes
2257-BOVXD,Male,48,No,No,Yes,No,0,United States,California,Tahoe City,96145,"39.178337, -120.162806",39.178337,-120.162806,"4,002",Q3,Yes,3,14,,Yes,22.14,Yes,Yes,DSL,11,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,66.6,979.5,0,0,309.96,1289.46,3,Stayed,No,0,36,3516,,,Yes
7729-JTEEC,Male,33,No,No,Yes,Yes,1,United States,California,Olympic Valley,96146,"39.191797, -120.212401",39.191797,-120.212401,942,Q3,Yes,2,2,,Yes,30.87,No,Yes,DSL,19,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,44.5,90.05,0,0,61.74,151.79,5,Joined,No,0,49,5456,,,Yes
9696-RMYBA,Male,56,No,No,No,No,0,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,"58,198",Q3,No,0,5,,Yes,12.35,No,Yes,Fiber Optic,13,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,80.1,398.55,0,0,61.75,460.3,3,Stayed,No,0,22,5225,,,No
8690-UPCZI,Male,26,Yes,No,Yes,Yes,2,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,"67,852",Q3,Yes,5,29,Offer C,Yes,36.7,Yes,Yes,DSL,69,Yes,No,No,Yes,Yes,No,No,No,One Year,No,Bank Withdrawal,69.05,1958.45,0,40,1064.3,3062.75,4,Stayed,No,0,33,4459,,,Yes
9770-LXDBK,Female,42,No,No,No,No,0,United States,California,Los Angeles,90006,"34.048013, -118.293953",34.048013,-118.293953,"62,784",Q3,No,0,3,Offer E,Yes,14.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.4,63.15,0,0,44.37,107.52,4,Joined,No,0,21,5695,,,No
4086-WITJG,Male,53,No,No,Yes,Yes,1,United States,California,Los Angeles,90007,"34.027337, -118.28515",34.027337,-118.28515,"45,025",Q3,Yes,8,71,Offer A,Yes,14.86,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,1301.1,0,0,1055.06,2356.16,5,Stayed,No,0,30,4808,,,Yes
8344-WFMFH,Male,34,No,No,No,Yes,2,United States,California,Los Angeles,90008,"34.008293, -118.346766",34.008293,-118.346766,"30,852",Q3,No,0,9,Offer E,Yes,27.64,No,Yes,Cable,29,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.1,484.05,0,0,248.76,732.81,4,Stayed,No,0,56,4738,,,No
8822-KNBHV,Female,30,No,No,No,No,0,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,"101,215",Q3,No,0,48,,Yes,45.51,Yes,Yes,DSL,27,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,83.45,3887.85,0,0,2184.48,6072.33,4,Stayed,No,0,58,4250,,,No
8404-FYDIB,Male,19,Yes,No,No,No,0,United States,California,Los Angeles,90012,"34.065875, -118.238728",34.065875,-118.238728,"30,596",Q3,No,0,26,Offer C,Yes,49.87,Yes,Yes,Fiber Optic,48,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,86.65,2208.75,0,0,1296.62,3505.37,3,Stayed,No,0,54,4469,,,No
2791-SFVEW,Female,63,No,No,No,No,0,United States,California,Los Angeles,90013,"34.044639, -118.240413",34.044639,-118.240413,"9,732",Q3,No,0,9,Offer E,Yes,34.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,20.15,238.15,0,0,313.11,551.26,4,Stayed,No,0,27,3772,,,No
6762-NSODU,Female,46,No,No,Yes,Yes,3,United States,California,Los Angeles,90015,"34.039224, -118.266293",34.039224,-118.266293,"15,140",Q3,Yes,9,46,,Yes,12.68,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.4,958.15,0,0,583.28,1541.43,4,Stayed,No,0,77,4630,,,Yes
9888-ZCUMM,Male,48,No,No,Yes,Yes,1,United States,California,Los Angeles,90018,"34.028735, -118.317236",34.028735,-118.317236,"47,143",Q3,Yes,3,64,,No,0,No,Yes,DSL,19,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,60.05,3845.45,0,0,0,3845.45,4,Stayed,No,0,77,4120,,,Yes
1074-WVEVG,Female,29,Yes,No,Yes,No,0,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,"3,012",Q3,Yes,6,59,,Yes,31.43,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.35,1267,0,0,1854.37,3121.37,5,Stayed,No,0,57,5757,,,Yes
9979-RGMZT,Female,20,Yes,No,No,No,0,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,"68,701",Q3,No,0,7,Offer E,Yes,36.49,No,Yes,Fiber Optic,42,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,94.05,633.45,0,0,255.43,888.88,3,Stayed,No,0,38,5545,,,No
2108-GLPQB,Male,49,No,No,Yes,No,0,United States,California,Los Angeles,90025,"34.046174, -118.446333",34.046174,-118.446333,"41,175",Q3,Yes,7,25,Offer C,Yes,11.6,Yes,Yes,DSL,10,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Credit Card,55.55,1405.3,0,0,290,1695.3,5,Stayed,No,0,49,2950,,,Yes
5474-LAMUQ,Male,56,No,No,Yes,No,0,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,"41,713",Q3,Yes,9,24,Offer C,Yes,35.8,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,20.1,533.9,0,0,859.2,1393.1,3,Stayed,No,0,69,5689,,,Yes
3468-DRVQJ,Female,42,No,No,Yes,Yes,1,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,"38,415",Q3,Yes,5,10,,Yes,26.37,Yes,Yes,Cable,26,Yes,Yes,No,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,70.3,676.15,0,0,263.7,939.85,4,Stayed,No,0,36,5496,,,Yes
1122-YJBCS,Male,36,No,No,Yes,No,0,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,"46,960",Q3,Yes,7,69,Offer A,Yes,14.18,No,Yes,DSL,16,Yes,Yes,No,No,No,No,No,Yes,One Year,Yes,Credit Card,53.65,3804.4,0,0,978.42,4782.82,3,Stayed,No,0,55,6092,,,Yes
4990-ALDGW,Male,37,No,No,No,No,0,United States,California,Los Angeles,90033,"34.050198, -118.210946",34.050198,-118.210946,"49,431",Q3,No,0,57,,Yes,38.73,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.75,1118.8,0,0,2207.61,3326.41,3,Stayed,No,0,60,6271,,,No
4816-OKWNX,Male,38,No,No,Yes,Yes,1,United States,California,Los Angeles,90034,"34.030578, -118.399613",34.030578,-118.399613,"58,218",Q3,Yes,2,50,,Yes,36.21,No,Yes,Fiber Optic,22,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.4,5236.4,0,0,1810.5,7046.9,5,Stayed,No,0,68,5437,,,Yes
3315-IKYZQ,Male,42,No,No,Yes,Yes,1,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,"27,799",Q3,Yes,2,28,Offer C,No,0,No,Yes,DSL,19,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Credit Card,50.8,1386.8,0,0,0,1386.8,4,Stayed,No,0,45,3240,,,Yes
4747-LCAQL,Male,28,Yes,No,No,No,0,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,"56,709",Q3,No,0,25,Offer C,Yes,7.55,No,Yes,DSL,71,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,79,1902,0,0,188.75,2090.75,4,Stayed,No,0,52,5263,,,No
0898-XCGTF,Male,46,No,No,Yes,No,0,United States,California,Los Angeles,90039,"34.110845, -118.259595",34.110845,-118.259595,"29,310",Q3,Yes,1,61,,Yes,21.96,Yes,Yes,Fiber Optic,2,No,No,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,96.5,5673.7,0,0,1339.56,7013.26,5,Stayed,No,0,49,5926,,,Yes
8006-PYCSW,Female,60,No,No,No,No,0,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,"9,805",Q3,No,0,2,,Yes,35.5,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.1,39.8,0,0,71,110.8,5,Joined,No,0,65,2051,,,No
8249-THVEC,Male,38,No,No,Yes,Yes,3,United States,California,Los Angeles,90041,"34.137412, -118.207607",34.137412,-118.207607,"27,866",Q3,Yes,3,51,,Yes,37.63,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.4,997.75,0,0,1919.13,2916.88,4,Stayed,No,0,73,4025,,,Yes
8722-PRFDV,Female,21,Yes,No,Yes,Yes,3,United States,California,Los Angeles,90042,"34.11572, -118.192754",34.11572,-118.192754,"64,672",Q3,Yes,10,71,Offer A,Yes,48.76,No,Yes,Cable,71,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,77.55,5574.35,0,0,3461.96,9036.31,3,Stayed,No,0,27,5097,,,Yes
2164-SOQXL,Female,31,No,No,Yes,Yes,2,United States,California,Los Angeles,90043,"33.988543, -118.334081",33.988543,-118.334081,"44,764",Q3,Yes,10,20,,Yes,14.79,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,406.05,0,0,295.8,701.85,3,Stayed,No,0,43,2698,,,Yes
4020-KIUDI,Male,54,No,No,Yes,Yes,2,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,"87,383",Q3,Yes,8,6,Offer E,Yes,23.73,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.85,138.85,0,0,142.38,281.23,5,Stayed,No,0,42,2186,,,Yes
5850-BDWCY,Female,64,No,No,No,No,0,United States,California,Los Angeles,90045,"33.954017, -118.402447",33.954017,-118.402447,"39,334",Q3,No,0,6,Offer E,Yes,43.18,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.2,123.65,0,0,259.08,382.73,5,Stayed,No,0,26,5029,,,No
2038-YSEZE,Female,48,No,No,No,No,0,United States,California,Los Angeles,90046,"34.108455, -118.362081",34.108455,-118.362081,"49,839",Q3,No,0,29,Offer C,Yes,13.74,Yes,Yes,DSL,2,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,67.45,1801.1,0,0,398.46,2199.56,3,Stayed,No,0,65,3152,,,No
0827-ITJPH,Male,33,No,No,No,No,0,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,"47,107",Q3,No,0,36,Offer C,Yes,8.5,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,18.55,689,0,0,306,995,3,Stayed,No,0,28,5703,,,No
8799-OXZMD,Female,35,No,No,No,No,0,United States,California,Los Angeles,90048,"34.072945, -118.37267",34.072945,-118.37267,"21,739",Q3,No,0,28,Offer C,No,0,No,Yes,DSL,14,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,29.75,790.7,0,0,0,790.7,5,Stayed,No,0,67,5463,,,No
1705-GUHPV,Female,64,No,No,No,No,0,United States,California,Los Angeles,90056,"33.987945, -118.370442",33.987945,-118.370442,"8,115",Q3,No,0,63,Offer B,Yes,26.74,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,24.2,1618.2,0,0,1684.62,3302.82,3,Stayed,No,0,64,4948,,,No
4779-ZGICK,Male,39,No,No,Yes,Yes,1,United States,California,Los Angeles,90057,"34.061918, -118.277939",34.061918,-118.277939,"44,004",Q3,No,0,48,Offer B,Yes,11.86,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,23.55,1173.35,0,0,569.28,1742.63,3,Stayed,No,0,66,5019,,,Yes
0048-PIHNL,Female,48,No,No,Yes,No,0,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,"3,642",Q3,Yes,5,49,Offer B,Yes,49.58,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.45,900.9,0,0,2429.42,3330.32,3,Stayed,No,0,20,6061,,,Yes
3967-KXAPS,Male,42,No,No,Yes,No,0,United States,California,Los Angeles,90061,"33.92128, -118.274186",33.92128,-118.274186,"24,511",Q3,Yes,5,72,Offer A,Yes,13.59,Yes,Yes,DSL,5,Yes,Yes,Yes,Yes,Yes,Yes,Yes,No,Two Year,No,Credit Card,92.3,6719.9,0,0,978.48,7698.38,4,Stayed,No,0,56,5136,,,Yes
3704-IEAXF,Female,49,No,No,Yes,Yes,3,United States,California,Los Angeles,90063,"34.044271, -118.185237",34.044271,-118.185237,"55,668",Q3,Yes,9,72,,No,0,No,Yes,DSL,53,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,53.65,3784,0,0,0,3784,3,Stayed,No,0,47,5498,,,Yes
6810-VCAEX,Female,57,No,No,No,No,0,United States,California,Los Angeles,90064,"34.037251, -118.423573",34.037251,-118.423573,"24,505",Q3,No,0,47,Offer B,No,0,No,Yes,DSL,3,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Credit Card,39.65,1798.65,0,0,0,1798.65,4,Stayed,No,0,26,4670,,,No
0674-EYYZV,Female,41,No,No,No,No,0,United States,California,Los Angeles,90065,"34.108833, -118.229715",34.108833,-118.229715,"47,534",Q3,No,0,1,,Yes,36.33,No,Yes,DSL,4,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,54.65,54.65,0,0,36.33,90.98,3,Joined,No,0,74,5882,,,No
4480-MBMLB,Female,52,No,No,No,No,0,United States,California,Los Angeles,90066,"34.002028, -118.430656",34.002028,-118.430656,"55,204",Q3,No,0,36,Offer C,Yes,28.41,Yes,Yes,Fiber Optic,4,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.8,3886.45,0,0,1022.76,4909.21,3,Stayed,No,0,68,5319,,,No
1395-OFUWC,Male,44,No,No,Yes,Yes,3,United States,California,Los Angeles,90067,"34.057496, -118.413959",34.057496,-118.413959,"2,527",Q3,Yes,5,43,Offer B,No,0,No,Yes,Cable,53,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,29.3,1224.05,0,0,0,1224.05,3,Stayed,No,0,70,4741,,,Yes
2832-KJCRD,Female,22,Yes,No,No,No,0,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,21,Q3,No,0,38,Offer C,Yes,23.95,Yes,Yes,Fiber Optic,27,No,No,Yes,Yes,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,103.65,3988.5,0,140,910.1,5038.6,5,Stayed,No,0,47,2511,,,No
4075-WKNIU,Female,25,Yes,No,Yes,Yes,3,United States,California,Bell,90201,"33.970343, -118.171368",33.970343,-118.171368,"105,285",Q3,Yes,6,10,Offer E,Yes,5.59,Yes,Yes,DSL,59,No,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,73.35,733.5,0,0,55.9,789.4,4,Stayed,No,0,44,2342,,,Yes
5090-EMGTC,Female,32,No,No,Yes,No,0,United States,California,Beverly Hills,90210,"34.099891, -118.414338",34.099891,-118.414338,"21,397",Q3,Yes,10,59,Offer B,Yes,45.75,No,Yes,Fiber Optic,11,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,100.05,6034.85,0,0,2699.25,8734.1,3,Stayed,No,0,70,4521,,,Yes
2346-CZYIL,Male,42,No,No,No,No,0,United States,California,Beverly Hills,90211,"34.063947, -118.383001",34.063947,-118.383001,"8,321",Q3,No,0,27,Offer C,Yes,39.77,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.35,531.6,0,0,1073.79,1605.39,3,Stayed,No,0,52,4962,,,No
6258-NGCNG,Male,54,No,No,No,No,0,United States,California,Compton,90220,"33.88151, -118.234451",33.88151,-118.234451,"47,305",Q3,No,0,7,Offer E,Yes,1.41,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,23.5,173,0,0,9.87,182.87,4,Stayed,No,0,33,5508,,,No
4186-ZBUEW,Female,55,No,No,No,No,0,United States,California,Compton,90221,"33.885811, -118.206459",33.885811,-118.206459,"51,387",Q3,No,0,36,Offer C,Yes,29.27,Yes,Yes,DSL,9,No,Yes,No,Yes,No,Yes,Yes,No,One Year,Yes,Credit Card,70.7,2511.95,0,60,1053.72,3625.67,3,Stayed,No,0,71,3566,,,No
5274-XHAKY,Female,19,Yes,No,Yes,Yes,2,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,"29,825",Q3,Yes,10,41,Offer B,Yes,1.6,Yes,Yes,Fiber Optic,59,Yes,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,94.3,3893.6,0,0,65.6,3959.2,4,Stayed,No,0,43,2196,,,Yes
1442-BQPVU,Female,33,No,No,No,No,0,United States,California,Culver City,90230,"33.993991, -118.39704",33.993991,-118.39704,"31,963",Q3,No,0,13,,No,0,No,Yes,DSL,28,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,29.15,357.15,0,0,0,357.15,4,Stayed,No,0,71,2876,,,No
3978-YNKDD,Male,62,No,No,No,Yes,2,United States,California,Culver City,90232,"34.019323, -118.391902",34.019323,-118.391902,"15,195",Q3,No,0,19,,Yes,36.16,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.85,467.5,0,0,687.04,1154.54,4,Stayed,No,0,43,2654,,,No
4940-KHCWD,Female,61,No,No,Yes,No,0,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,"24,908",Q3,Yes,1,60,Offer B,No,0,No,Yes,Cable,2,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,37.7,2288.7,0,0,0,2288.7,4,Stayed,No,0,54,5148,,,Yes
9589-ABEPT,Male,47,No,No,Yes,No,0,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,"16,041",Q3,Yes,9,69,,Yes,3.08,Yes,Yes,Fiber Optic,20,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,Yes,Credit Card,92.45,6460.55,0,0,212.52,6673.07,3,Stayed,No,0,56,4452,,,Yes
9388-ZEYVT,Male,63,No,No,No,No,0,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,"47,758",Q3,No,0,43,Offer B,No,0,No,Yes,DSL,11,No,No,Yes,Yes,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,44.15,1931.3,0,0,0,1931.3,4,Stayed,No,0,42,2522,,,No
0305-SQECB,Female,54,No,No,No,Yes,1,United States,California,Gardena,90248,"33.876482, -118.284077",33.876482,-118.284077,"9,960",Q3,No,0,11,,No,0,No,Yes,DSL,17,Yes,No,No,Yes,No,No,No,No,One Year,Yes,Credit Card,36.05,402.6,0,100,0,502.6,4,Stayed,No,0,67,4265,,,No
7605-SNLQG,Female,42,No,No,Yes,No,0,United States,California,Gardena,90249,"33.90139, -118.315697",33.90139,-118.315697,"26,442",Q3,Yes,6,45,Offer B,Yes,6.49,No,Yes,DSL,22,No,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,50.25,2221.55,0,0,292.05,2513.6,4,Stayed,No,0,44,2036,,,Yes
4670-TABXH,Male,53,No,No,Yes,No,0,United States,California,Hawthorne,90250,"33.914775, -118.348083",33.914775,-118.348083,"93,315",Q3,Yes,6,72,,Yes,22.95,Yes,Yes,Fiber Optic,17,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,109.75,7758.9,0,0,1652.4,9411.3,3,Stayed,No,0,71,5791,,,Yes
0064-SUDOG,Female,48,No,No,Yes,Yes,3,United States,California,Huntington Park,90255,"33.97803, -118.217141",33.97803,-118.217141,"78,114",Q3,Yes,3,12,,Yes,19.28,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.3,224.5,0,0,231.36,455.86,5,Stayed,No,0,57,5190,,,Yes
8561-NMTBD,Female,20,Yes,No,Yes,Yes,3,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,"33,300",Q3,Yes,3,67,,Yes,20.41,Yes,Yes,Fiber Optic,52,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,112.35,7388.45,0,0,1367.47,8755.92,4,Stayed,No,0,46,5427,,,Yes
5161-XEUVX,Male,23,Yes,No,Yes,No,0,United States,California,Lynwood,90262,"33.923573, -118.200669",33.923573,-118.200669,"69,850",Q3,Yes,8,37,Offer C,Yes,13.13,Yes,Yes,Fiber Optic,58,No,No,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,94.3,3460.95,0,0,485.81,3946.76,3,Stayed,No,0,49,2615,,,Yes
8292-FRFZQ,Female,19,Yes,No,No,No,0,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,11,Q3,No,0,39,Offer C,No,0,No,Yes,DSL,73,Yes,Yes,No,Yes,No,No,No,Yes,One Year,No,Bank Withdrawal,41.15,1700.9,0,0,0,1700.9,4,Stayed,No,0,67,3445,,,No
8591-NXRCV,Female,47,No,No,No,No,0,United States,California,Malibu,90265,"34.074572, -118.831181",34.074572,-118.831181,"19,630",Q3,No,0,41,Offer B,Yes,31.08,Yes,Yes,DSL,12,Yes,No,Yes,Yes,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,74.65,3090.65,0,100,1274.28,4464.93,4,Stayed,No,0,77,3859,,,No
7895-VONWT,Female,20,Yes,No,No,No,0,United States,California,Manhattan Beach,90266,"33.889632, -118.39737",33.889632,-118.39737,"33,758",Q3,No,0,25,Offer C,No,0,No,Yes,Cable,59,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,48.25,1293.8,0,0,0,1293.8,5,Stayed,No,0,46,4284,,,No
4526-RMTLL,Male,32,No,No,Yes,Yes,1,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,"28,094",Q3,No,0,8,Offer E,Yes,37.28,Yes,Yes,DSL,14,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,76.15,645.8,0,0,298.24,944.04,4,Stayed,No,0,64,4457,,,Yes
6253-GNHWH,Female,63,No,No,Yes,Yes,3,United States,California,Pacific Palisades,90272,"34.079449, -118.548306",34.079449,-118.548306,"22,548",Q3,Yes,9,71,,Yes,45.81,Yes,Yes,DSL,52,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Credit Card,71.1,5224.95,0,0,3252.51,8477.46,4,Stayed,No,0,57,6090,,,Yes
4566-NECEV,Male,40,No,No,No,No,0,United States,California,Palos Verdes Peninsula,90274,"33.788208, -118.404955",33.788208,-118.404955,"24,979",Q3,No,0,5,,Yes,39.13,Yes,Yes,Fiber Optic,20,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Bank Withdrawal,96.55,500.1,0,0,195.65,695.75,3,Stayed,No,0,56,3787,,,No
8080-POTJR,Female,59,No,No,No,No,0,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,"41,263",Q3,No,0,30,Offer C,Yes,6.74,Yes,Yes,DSL,18,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,79.3,2427.1,0,0,202.2,2629.3,3,Stayed,No,0,78,2655,,,No
6906-MPARY,Male,30,No,No,No,No,0,United States,California,Redondo Beach,90277,"33.830453, -118.384565",33.830453,-118.384565,"34,191",Q3,No,0,40,Offer B,Yes,32.27,No,Yes,Fiber Optic,69,No,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,89.6,3488.15,0,0,1290.8,4778.95,4,Stayed,No,0,22,2524,,,No
3662-FXJFO,Female,44,No,No,No,No,0,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,"37,322",Q3,No,0,54,Offer B,Yes,10.83,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.5,1035.7,0,0,584.82,1620.52,5,Stayed,No,0,30,5946,,,No
8107-RZLNV,Male,22,Yes,No,Yes,No,0,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,"96,267",Q3,Yes,10,72,,Yes,15.09,Yes,Yes,Fiber Optic,85,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,106.3,7565.35,0,0,1086.48,8651.83,5,Stayed,No,0,62,4634,,,Yes
0516-OOHAR,Male,39,No,No,Yes,Yes,2,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,"5,451",Q3,Yes,8,28,,Yes,7.73,No,Yes,Fiber Optic,13,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,100.35,2799,0,0,216.44,3015.44,3,Stayed,No,0,50,3411,,,Yes
2027-CWDNU,Male,45,No,No,Yes,Yes,3,United States,California,Venice,90291,"33.991782, -118.479229",33.991782,-118.479229,"31,021",Q3,Yes,1,18,,Yes,28.04,No,Yes,Fiber Optic,28,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,85.6,1601.5,0,0,504.72,2106.22,4,Stayed,No,0,63,5968,,,Yes
9912-OMZDS,Female,63,No,No,Yes,Yes,1,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,"11,264",Q3,Yes,1,59,Offer B,Yes,35.23,Yes,Yes,Fiber Optic,19,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,106.15,6256.2,0,0,2078.57,8334.77,5,Stayed,No,0,51,5096,,,Yes
3733-ZEECP,Male,29,Yes,No,Yes,Yes,2,United States,California,Inglewood,90301,"33.956445, -118.358634",33.956445,-118.358634,"37,527",Q3,Yes,3,22,,Yes,27.91,No,Yes,Cable,27,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,51.1,1232.9,0,0,614.02,1846.92,5,Stayed,No,0,34,5329,,,Yes
7878-RTCZG,Female,55,No,No,No,No,0,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,"30,779",Q3,No,0,1,,Yes,2.38,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.9,19.9,0,0,2.38,22.28,4,Joined,No,0,80,4050,,,No
7103-IPXPJ,Male,44,No,No,Yes,No,0,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,"13,779",Q3,Yes,7,50,Offer B,Yes,26.06,Yes,Yes,Fiber Optic,18,No,No,No,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,99.4,5059.75,0,0,1303,6362.75,4,Stayed,No,0,75,6479,,,Yes
4342-HFXWS,Female,19,Yes,No,Yes,Yes,1,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,"5,221",Q3,Yes,6,48,Offer B,Yes,44.66,No,Yes,DSL,27,Yes,No,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,69.7,3023.65,0,0,2143.68,5167.33,3,Stayed,No,0,50,3442,,,Yes
3545-CNWRG,Female,52,No,No,Yes,Yes,3,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,"11,509",Q3,Yes,7,49,Offer B,Yes,27.38,Yes,Yes,Fiber Optic,57,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,98.35,4889.2,0,0,1341.62,6230.82,5,Stayed,No,0,39,4325,,,Yes
1785-BPHTP,Male,64,No,No,Yes,Yes,2,United States,California,Santa Monica,90403,"34.031529, -118.491156",34.031529,-118.491156,"23,559",Q3,Yes,6,28,,Yes,3.18,No,Yes,Fiber Optic,12,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,85.45,2289.9,0,0,89.04,2378.94,3,Stayed,No,0,26,4022,,,Yes
7315-WYOAW,Male,29,Yes,No,No,No,0,United States,California,Santa Monica,90405,"34.005439, -118.477507",34.005439,-118.477507,"26,099",Q3,No,0,13,Offer D,Yes,44.43,Yes,Yes,Fiber Optic,41,No,No,No,Yes,Yes,Yes,Yes,No,Month-to-Month,No,Bank Withdrawal,100.75,1313.25,0,120,577.59,2010.84,3,Stayed,No,0,80,5985,,,No
1173-XZPYF,Female,60,No,No,No,No,0,United States,California,Torrance,90501,"33.833699, -118.314387",33.833699,-118.314387,"40,705",Q3,No,0,11,Offer D,Yes,10.95,Yes,Yes,Fiber Optic,29,No,No,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.2,990.3,0,0,120.45,1110.75,4,Stayed,No,0,32,3734,,,No
2509-TFPJU,Male,62,No,No,Yes,No,0,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,"34,873",Q3,Yes,1,72,,Yes,40.04,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.75,1864.2,0,0,2882.88,4747.08,5,Stayed,No,0,24,4413,,,Yes
9530-GRMJG,Male,63,No,No,Yes,Yes,3,United States,California,Whittier,90601,"34.007353, -118.033683",34.007353,-118.033683,"32,050",Q3,Yes,4,70,,Yes,38.83,Yes,Yes,DSL,24,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.1,5979.7,0,0,2718.1,8697.8,4,Stayed,No,0,48,5568,,,Yes
6898-RBTLU,Female,47,No,No,Yes,Yes,1,United States,California,Whittier,90602,"33.972119, -118.020188",33.972119,-118.020188,"26,265",Q3,Yes,9,49,Offer B,Yes,16.6,Yes,Yes,DSL,14,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,79.3,3902.45,0,0,813.4,4715.85,5,Stayed,No,0,59,6366,,,Yes
2068-WWXQZ,Male,61,No,No,No,No,0,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,"37,887",Q3,No,0,46,Offer B,Yes,30.25,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.05,902,0,0,1391.5,2293.5,5,Stayed,No,0,38,2942,,,No
2061-VVFST,Female,57,No,No,Yes,No,0,United States,California,Whittier,90606,"33.976678, -118.065875",33.976678,-118.065875,"32,148",Q3,Yes,1,37,,Yes,45.19,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,19.5,805.2,0,0,1672.03,2477.23,4,Stayed,No,0,72,3924,,,Yes
2380-DAMQP,Female,63,No,No,Yes,No,0,United States,California,La Palma,90623,"33.850504, -118.039892",33.850504,-118.039892,"15,505",Q3,Yes,10,72,,Yes,40.59,Yes,Yes,Fiber Optic,25,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,115.15,8349.7,0,0,2922.48,11272.18,4,Stayed,No,0,67,4761,,,Yes
2256-YLYLP,Male,45,No,No,Yes,Yes,1,United States,California,Cypress,90630,"33.818477, -118.038307",33.818477,-118.038307,"47,344",Q3,Yes,4,68,,Yes,34.13,No,Yes,DSL,25,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,72.95,4953.25,0,0,2320.84,7274.09,4,Stayed,No,0,27,4499,,,Yes
1272-ILHFG,Male,48,No,No,Yes,Yes,3,United States,California,La Habra,90631,"33.940619, -117.9513",33.940619,-117.9513,"67,354",Q3,Yes,1,15,Offer D,Yes,17.28,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.65,332.65,0,0,259.2,591.85,5,Stayed,No,0,71,5928,,,Yes
0164-XAIRP,Female,51,No,No,No,No,0,United States,California,La Mirada,90638,"33.902045, -118.008961",33.902045,-118.008961,"47,568",Q3,No,0,24,,Yes,10.64,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.55,470.2,0,0,255.36,725.56,5,Stayed,No,0,34,2511,,,No
5666-CYCYZ,Female,21,Yes,No,No,No,0,United States,California,Montebello,90640,"34.015217, -118.109962",34.015217,-118.109962,"62,425",Q3,No,0,24,,Yes,18.07,Yes,Yes,Fiber Optic,52,No,No,No,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,89.55,2259.35,0,0,433.68,2693.03,4,Stayed,No,0,76,5352,,,No
4011-ARPHK,Male,59,No,No,No,No,0,United States,California,Norwalk,90650,"33.905963, -118.08263",33.905963,-118.08263,"103,214",Q3,No,0,27,,Yes,18.51,No,Yes,DSL,9,Yes,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,50.35,1411.35,0,150,499.77,2061.12,3,Stayed,No,0,77,5578,,,No
6365-HITVU,Female,24,Yes,No,Yes,Yes,2,United States,California,Santa Fe Springs,90670,"33.933565, -118.062611",33.933565,-118.062611,"16,271",Q3,Yes,5,71,,Yes,48.08,No,Yes,Cable,51,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,87.25,6328.7,0,0,3413.68,9742.38,4,Stayed,No,0,38,4135,,,Yes
7558-IMLMT,Male,48,No,No,Yes,Yes,2,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,"29,694",Q3,Yes,6,67,,Yes,8.82,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.8,1411.9,0,0,590.94,2002.84,4,Stayed,No,0,77,5626,,,Yes
9488-FYQAU,Female,64,No,No,Yes,No,0,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,"16,398",Q3,Yes,8,63,,Yes,10.67,Yes,Yes,Fiber Optic,23,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,109.25,6841.4,0,0,672.21,7513.61,4,Stayed,No,0,78,5700,,,Yes
3590-TCXTB,Male,50,No,No,No,No,0,United States,California,Cerritos,90703,"33.8681, -118.067402",33.8681,-118.067402,"51,556",Q3,No,0,1,,Yes,31.97,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.35,20.35,0,0,31.97,52.32,5,Joined,No,0,56,2648,,,No
6994-KERXL,Male,51,No,No,No,No,0,United States,California,Avalon,90704,"33.391181, -118.421305",33.391181,-118.421305,"3,699",Q3,No,0,4,,Yes,17.7,No,Yes,DSL,22,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,55.9,238.5,0,0,70.8,309.3,3,Stayed,No,0,25,3545,,,No
1960-UOTYM,Male,61,No,No,Yes,Yes,2,United States,California,Lakewood,90712,"33.840524, -118.148403",33.840524,-118.148403,"30,173",Q3,Yes,5,52,,Yes,16.53,No,Yes,DSL,12,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,No,Bank Withdrawal,79.2,4016.3,0,0,859.56,4875.86,4,Stayed,No,0,22,4509,,,Yes
2740-JFBOK,Male,35,No,No,No,No,0,United States,California,Lakewood,90713,"33.847755, -118.112532",33.847755,-118.112532,"27,563",Q3,No,0,10,Offer D,Yes,3.01,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,24,226.55,0,0,30.1,256.65,5,Stayed,No,0,71,5299,,,No
6500-JVEGC,Male,56,No,No,No,No,0,United States,California,Lakewood,90715,"33.841027, -118.078097",33.841027,-118.078097,"20,890",Q3,No,0,68,,Yes,11.22,Yes,Yes,Fiber Optic,7,Yes,Yes,Yes,No,Yes,No,No,Yes,One Year,No,Bank Withdrawal,101.35,7110.75,0,0,762.96,7873.71,4,Stayed,No,0,60,4941,,,No
5245-VDBUR,Female,58,No,No,Yes,No,0,United States,California,Los Alamitos,90720,"33.79499, -118.065591",33.79499,-118.065591,"21,343",Q3,Yes,4,52,,No,0,No,Yes,DSL,8,Yes,No,Yes,No,No,No,No,Yes,One Year,No,Credit Card,35.45,1958.95,0,0,0,1958.95,4,Stayed,No,0,47,5509,,,Yes
8469-SNFFH,Male,40,No,No,Yes,No,0,United States,California,San Pedro,90731,"33.736387, -118.284363",33.736387,-118.284363,"58,639",Q3,No,0,70,,Yes,43.46,Yes,Yes,DSL,21,Yes,Yes,Yes,Yes,Yes,No,No,Yes,One Year,No,Bank Withdrawal,79.4,5528.9,0,0,3042.2,8571.1,4,Stayed,No,0,38,5991,,,Yes
2144-ESWKO,Male,47,No,No,No,No,0,United States,California,San Pedro,90732,"33.744119, -118.31448",33.744119,-118.31448,"21,279",Q3,No,0,43,,No,0,No,Yes,Cable,4,Yes,No,Yes,No,No,No,No,Yes,One Year,Yes,Credit Card,35.2,1463.7,0,0,0,1463.7,3,Stayed,No,0,70,5268,,,No
1241-FPMOF,Male,31,No,No,No,No,0,United States,California,Seal Beach,90740,"33.75462, -118.071128",33.75462,-118.071128,"24,180",Q3,No,0,52,,Yes,21.98,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.65,1025.05,0,0,1142.96,2168.01,4,Stayed,No,0,24,5157,,,No
9928-BZVLZ,Female,58,No,No,No,No,0,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,"1,107",Q3,No,0,12,Offer D,No,0,No,Yes,DSL,7,Yes,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,49.85,552.1,0,0,0,552.1,3,Stayed,No,0,20,3100,,,No
4114-QMKVN,Female,25,Yes,No,Yes,Yes,1,United States,California,Surfside,90743,"33.728273, -118.085304",33.728273,-118.085304,174,Q3,Yes,7,56,,Yes,7.31,Yes,Yes,DSL,76,Yes,Yes,No,No,No,Yes,Yes,No,One Year,No,Bank Withdrawal,68.75,3815.4,0,110,409.36,4334.76,3,Stayed,No,0,53,6494,,,Yes
2775-SEFEE,Male,56,No,No,No,Yes,1,United States,California,Wilmington,90744,"33.782068, -118.262263",33.782068,-118.262263,"53,323",Q3,No,0,10,,Yes,29.95,Yes,Yes,DSL,19,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,Yes,Bank Withdrawal,61.9,619,0,0,299.5,918.5,4,Stayed,No,0,65,5188,,,No
9003-CPATH,Male,53,No,No,No,No,0,United States,California,Carson,90745,"33.822295, -118.26411",33.822295,-118.26411,"55,486",Q3,No,0,42,,Yes,9.46,Yes,Yes,Fiber Optic,14,No,No,Yes,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,79.9,3313.4,23.47,0,397.32,3687.25,4,Stayed,No,0,70,2583,,,No
7956-XQWGU,Male,43,No,No,No,No,0,United States,California,Long Beach,90803,"33.760458, -118.129725",33.760458,-118.129725,"31,352",Q3,No,0,27,,Yes,2.59,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.4,460.25,29.59,0,69.93,500.59,4,Stayed,No,0,25,5975,,,No
2369-FEVNO,Male,36,No,No,No,No,0,United States,California,Long Beach,90806,"33.802664, -118.179971",33.802664,-118.179971,"49,647",Q3,No,0,1,,Yes,7.76,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.9,19.9,0,0,7.76,27.66,3,Joined,No,0,52,4590,,,No
5115-SQAAU,Female,55,No,No,Yes,Yes,1,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,"63,136",Q3,Yes,5,69,,Yes,20.98,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.6,1673.4,28.09,0,1447.62,3092.93,4,Stayed,No,0,60,6053,,,Yes
9845-QOMAD,Male,38,No,No,Yes,Yes,2,United States,California,Long Beach,90814,"33.771612, -118.143866",33.771612,-118.143866,"19,034",Q3,Yes,6,14,Offer D,Yes,26.99,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.75,309.35,6.49,0,377.86,680.72,3,Stayed,No,0,58,3958,,,Yes
7672-VFMXZ,Male,31,No,No,Yes,No,0,United States,California,Long Beach,90815,"33.797638, -118.11662",33.797638,-118.11662,"38,902",Q3,Yes,6,57,,Yes,15.48,No,Yes,Cable,15,Yes,No,No,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,55.7,3171.6,34.59,0,882.36,4019.37,3,Stayed,No,0,22,4607,,,Yes
9739-JLPQJ,Female,58,No,No,Yes,Yes,1,United States,California,Long Beach,90822,"33.778436, -118.118648",33.778436,-118.118648,425,Q3,Yes,9,72,,Yes,33.37,Yes,Yes,Fiber Optic,16,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,117.5,8670.1,47.55,0,2402.64,11025.19,4,Stayed,No,0,47,6009,,,Yes
9916-AYHTC,Male,63,No,No,No,No,0,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,"36,243",Q3,No,0,48,,Yes,32.04,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.85,916,0,0,1537.92,2453.92,5,Stayed,No,0,38,3779,,,No
3855-ONCAR,Female,35,No,No,Yes,Yes,3,United States,California,Arcadia,91006,"34.137319, -118.029837",34.137319,-118.029837,"30,028",Q3,Yes,9,4,,Yes,41.93,No,Yes,Fiber Optic,53,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,78.9,299.75,37.01,0,167.72,430.46,4,Stayed,No,0,50,5775,,,Yes
1488-SYSFC,Male,31,No,No,Yes,Yes,1,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,"30,933",Q3,Yes,10,31,,Yes,9.56,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,20.65,702.05,43.76,0,296.36,954.65,4,Stayed,No,0,79,2990,,,Yes
0970-QXPXW,Female,28,Yes,No,No,No,0,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,"41,067",Q3,No,0,1,,Yes,42.42,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,19.65,19.65,0,0,42.42,62.07,3,Joined,No,0,25,5454,,,No
9572-WUKSB,Male,22,Yes,No,Yes,No,0,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,"23,984",Q3,Yes,5,3,,No,0,No,Yes,DSL,41,No,No,No,Yes,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.9,92.25,0,0,0,92.25,3,Joined,No,0,23,4416,,,Yes
5893-KCLGT,Female,56,No,No,No,Yes,2,United States,California,Sunland,91040,"34.282704, -118.312929",34.282704,-118.312929,"18,752",Q3,No,0,72,,Yes,15.21,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.75,1567,25.98,0,1095.12,2636.14,4,Stayed,No,0,78,5478,,,No
0076-LVEPS,Male,57,No,No,No,Yes,1,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,"26,753",Q3,No,0,29,,No,0,No,Yes,DSL,21,Yes,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,45,1242.45,12.26,0,0,1230.19,4,Stayed,No,0,73,3290,,,No
3640-JQGJG,Male,25,Yes,No,Yes,Yes,3,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,"16,812",Q3,No,0,13,,Yes,6.18,No,Yes,Cable,59,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,44.8,559.2,37.49,90,80.34,692.05,3,Stayed,No,0,44,4680,,,Yes
1596-OQSPS,Female,64,No,No,No,No,0,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,"38,460",Q3,No,0,11,,Yes,2.95,No,Yes,DSL,21,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,51.1,531.15,0,0,32.45,563.6,4,Stayed,No,0,60,4467,,,No
9867-XOBQA,Female,59,No,No,No,Yes,1,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,"10,253",Q3,No,0,21,,No,0,No,Yes,DSL,11,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Credit Card,53.15,1183.2,19.13,0,0,1164.07,4,Stayed,No,0,29,3461,,,No
9546-KDTRB,Female,62,No,No,No,No,0,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,"23,742",Q3,No,0,19,,Yes,11.86,Yes,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Bank Withdrawal,24.7,465.85,1.65,0,225.34,689.54,5,Stayed,No,0,46,3612,,,No
3174-RKMOW,Male,24,Yes,No,Yes,Yes,3,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,"23,981",Q3,Yes,8,35,,Yes,48.3,Yes,Yes,Fiber Optic,73,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,109.95,3782.4,31.9,0,1690.5,5441,3,Stayed,No,0,71,5721,,,Yes
1760-CAZHT,Male,55,No,No,No,Yes,3,United States,California,Glendale,91202,"34.167926, -118.267539",34.167926,-118.267539,"21,990",Q3,No,0,25,,Yes,3.07,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.8,460.2,21.81,0,76.75,515.14,5,Stayed,No,0,60,3274,,,No
8441-SHIPE,Female,53,No,No,No,No,0,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,"17,015",Q3,No,0,67,,Yes,16.72,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,25.6,1790.35,46.06,0,1120.24,2864.53,3,Stayed,No,0,34,5183,,,No
1320-GVNHT,Male,56,No,No,Yes,Yes,2,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,"9,864",Q3,Yes,4,72,,Yes,27.88,Yes,Yes,Fiber Optic,30,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Two Year,Yes,Credit Card,108.4,7767.25,0,30,2007.36,9804.61,4,Stayed,No,0,20,4419,,,Yes
1047-RNXZV,Male,57,No,No,No,No,0,United States,California,Glendale,91208,"34.195386, -118.238508",34.195386,-118.238508,"16,910",Q3,No,0,43,,Yes,3.18,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.55,876.15,15.17,0,136.74,997.72,5,Stayed,No,0,67,4871,,,No
3541-ZNUHK,Female,51,No,No,Yes,Yes,2,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,"29,110",Q3,Yes,5,55,,Yes,20.1,Yes,Yes,Fiber Optic,19,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.1,4600.95,14.3,0,1105.5,5692.15,3,Stayed,No,0,76,4026,,,Yes
8725-JEDFD,Male,26,Yes,No,No,No,0,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,"23,661",Q3,No,0,27,,Yes,34.98,No,Yes,Fiber Optic,26,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.05,1793.25,22.72,0,944.46,2714.99,5,Stayed,No,0,27,3241,,,No
7562-UXTPG,Female,40,No,No,No,No,0,United States,California,Canoga Park,91303,"34.19829, -118.602203",34.19829,-118.602203,"23,519",Q3,No,0,13,,Yes,26.13,No,Yes,Fiber Optic,28,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,70.15,886.7,8.53,0,339.69,1217.86,4,Stayed,No,0,56,2992,,,No
8071-SBTRN,Female,63,No,No,No,No,0,United States,California,Canoga Park,91304,"34.224377, -118.632656",34.224377,-118.632656,"49,242",Q3,No,0,70,,Yes,23.15,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,111.15,7737.55,46.26,0,1620.5,9311.79,4,Stayed,No,0,62,4240,,,No
6668-CNMFP,Female,24,Yes,No,Yes,Yes,3,United States,California,West Hills,91307,"34.199787, -118.68493",34.199787,-118.68493,"23,637",Q3,Yes,1,19,,Yes,36.92,Yes,Yes,Fiber Optic,52,No,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,89.35,1686.85,0,0,701.48,2388.33,4,Stayed,No,0,57,4473,,,Yes
5626-MGTUK,Female,50,No,No,No,No,0,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,"35,325",Q3,No,0,20,,Yes,24.73,Yes,Yes,Fiber Optic,25,Yes,No,No,No,Yes,No,No,No,Month-to-Month,Yes,Bank Withdrawal,89.1,1879.25,15.43,30,494.6,2388.42,3,Stayed,No,0,70,3027,,,No
5681-LLOEI,Male,59,No,No,Yes,Yes,1,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,"27,614",Q3,Yes,11,43,,Yes,42.22,Yes,Yes,Fiber Optic,25,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Credit Card,91.25,4013.8,25.49,0,1815.46,5803.77,3,Stayed,No,0,30,5884,,,Yes
8212-DJRCH,Male,33,No,No,Yes,Yes,1,United States,California,Newbury Park,91320,"34.172071, -118.946262",34.172071,-118.946262,"37,779",Q3,Yes,1,5,,Yes,15.01,No,Yes,Fiber Optic,19,Yes,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,90.35,434.5,17.33,0,75.05,492.22,4,Stayed,No,0,66,4014,,,Yes
4933-BSAIP,Female,39,No,No,Yes,No,0,United States,California,Northridge,91324,"34.238208, -118.55029",34.238208,-118.55029,"25,751",Q3,Yes,1,40,,Yes,31.37,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.1,780.1,45.6,0,1254.8,1989.3,3,Stayed,No,0,59,2056,,,Yes
2030-BTZRO,Male,54,No,No,Yes,Yes,3,United States,California,Northridge,91325,"34.236683, -118.517588",34.236683,-118.517588,"32,307",Q3,Yes,1,6,,Yes,41.36,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.4,107.6,0,0,248.16,355.76,5,Stayed,No,0,57,4628,,,Yes
1116-DXXDF,Male,38,No,No,No,No,0,United States,California,Porter Ranch,91326,"34.281911, -118.556218",34.281911,-118.556218,"28,067",Q3,No,0,39,,Yes,37.94,No,Yes,Fiber Optic,19,Yes,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,100.45,3801.7,0,0,1479.66,5281.36,4,Stayed,No,0,45,2698,,,No
0270-THENM,Male,62,No,No,Yes,Yes,2,United States,California,Mission Hills,91345,"34.266389, -118.459744",34.266389,-118.459744,"17,112",Q3,Yes,1,72,,Yes,28.37,Yes,Yes,DSL,18,Yes,Yes,Yes,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,69.85,5102.35,25.24,0,2042.64,7119.75,3,Stayed,No,0,77,6233,,,Yes
4707-MAXGU,Male,36,No,No,Yes,No,0,United States,California,Canyon Country,91351,"34.422519, -118.420717",34.422519,-118.420717,"59,259",Q3,Yes,1,72,,Yes,36.03,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.85,1872.2,5.73,0,2594.16,4460.63,5,Stayed,No,0,45,5514,,,Yes
2710-WYVXG,Female,36,No,No,No,No,0,United States,California,Sun Valley,91352,"34.231053, -118.338307",34.231053,-118.338307,"46,639",Q3,No,0,3,,Yes,37,No,Yes,DSL,22,Yes,Yes,No,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,71.1,213.35,2.62,0,111,321.73,4,Joined,No,0,41,3501,,,No
6300-BWMJX,Female,45,No,No,Yes,No,0,United States,California,Valencia,91355,"34.43987, -118.644609",34.43987,-118.644609,"24,977",Q3,Yes,1,59,,Yes,20.78,Yes,Yes,Fiber Optic,26,No,No,Yes,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,93.35,5386.5,36.07,0,1226.02,6576.45,3,Stayed,No,0,44,4814,,,Yes
7009-LGECI,Female,24,Yes,No,No,No,0,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,"18,735",Q3,No,0,4,,Yes,22.07,No,Yes,DSL,41,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,50.55,235.65,0,0,88.28,323.93,4,Stayed,No,0,78,4164,,,No
5022-KVDQT,Male,20,Yes,No,No,No,0,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,"25,988",Q3,No,0,27,,Yes,25.51,Yes,Yes,Fiber Optic,69,No,No,Yes,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,81.3,2272.8,29.93,130,688.77,3061.64,5,Stayed,No,0,72,5158,,,No
7976-CICYS,Male,49,No,No,No,No,0,United States,California,Woodland Hills,91367,"34.178068, -118.615714",34.178068,-118.615714,"36,123",Q3,No,0,4,,Yes,27.04,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,20.7,83.75,0,0,108.16,191.91,4,Stayed,No,0,76,3027,,,No
1036-GUDCL,Male,59,No,No,Yes,Yes,3,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,"14,814",Q3,Yes,1,60,,Yes,39.76,No,Yes,DSL,76,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,79.05,4663.4,0,0,2385.6,7049,4,Stayed,No,0,60,5275,,,Yes
2005-DWQZJ,Female,26,Yes,No,Yes,Yes,1,United States,California,Stevenson Ranch,91381,"34.364153, -118.615583",34.364153,-118.615583,"9,937",Q3,Yes,1,8,,Yes,42.67,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.05,201.7,0,0,341.36,543.06,3,Stayed,No,0,47,3153,,,Yes
8148-WOCMK,Male,54,No,No,Yes,Yes,3,United States,California,Castaic,91384,"34.506627, -118.699048",34.506627,-118.699048,"22,177",Q3,Yes,1,8,Offer E,Yes,13.43,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.6,125,0,0,107.44,232.44,5,Stayed,No,0,67,3214,,,Yes
7815-PDTHL,Male,64,No,No,No,No,0,United States,California,Van Nuys,91401,"34.178483, -118.431791",34.178483,-118.431791,"40,376",Q3,No,0,35,,Yes,42.8,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,20.2,684.4,0,0,1498,2182.4,3,Stayed,No,0,45,3481,,,No
9173-IVZVP,Female,48,No,No,Yes,Yes,3,United States,California,Sherman Oaks,91403,"34.147149, -118.463365",34.147149,-118.463365,"22,085",Q3,Yes,1,53,,Yes,43.71,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,20.9,1146.05,0,0,2316.63,3462.68,5,Stayed,No,0,64,4254,,,Yes
3635-JBPSG,Female,49,No,No,No,No,0,United States,California,Van Nuys,91406,"34.195685, -118.490752",34.195685,-118.490752,"50,047",Q3,No,0,15,,No,0,No,Yes,DSL,23,No,Yes,No,No,No,Yes,Yes,Yes,Two Year,Yes,Credit Card,38.8,603,0,0,0,603,4,Stayed,No,0,55,2118,,,No
7964-ZRKKG,Male,44,No,No,Yes,No,0,United States,California,Van Nuys,91411,"34.17847, -118.459472",34.17847,-118.459472,"23,646",Q3,Yes,1,67,,Yes,37.6,Yes,Yes,Fiber Optic,23,No,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,88.4,5798.3,0,0,2519.2,8317.5,5,Stayed,No,0,49,6251,,,Yes
1724-IQWNM,Male,37,No,No,No,Yes,1,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,"25,882",Q3,No,0,1,Offer E,Yes,8.66,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.3,19.3,0,0,8.66,27.96,3,Joined,No,0,46,4136,,,No
8217-QYOHV,Male,27,Yes,No,No,No,0,United States,California,Burbank,91505,"34.174215, -118.345928",34.174215,-118.345928,"29,245",Q3,No,0,5,Offer E,Yes,30.92,No,Yes,Cable,41,Yes,No,No,Yes,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,55.75,266.95,0,0,154.6,421.55,4,Stayed,No,0,22,4545,,,No
5546-QUERU,Male,42,No,No,No,No,0,United States,California,Burbank,91506,"34.169706, -118.323548",34.169706,-118.323548,"18,539",Q3,No,0,13,,Yes,16.35,No,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Credit Card,19.95,257,0,0,212.55,469.55,3,Stayed,No,0,70,5221,,,No
6897-UUBNU,Male,39,No,No,No,No,0,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,"16,996",Q3,No,0,29,,Yes,12.92,No,Yes,Fiber Optic,24,No,Yes,No,Yes,Yes,No,No,No,Month-to-Month,No,Credit Card,89.65,2623.65,0,10,374.68,3008.33,4,Stayed,No,0,51,2681,,,No
8930-XOTDP,Female,33,No,No,Yes,Yes,4,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,"45,358",Q3,Yes,1,18,,Yes,18.47,No,Yes,DSL,30,No,No,No,No,Yes,No,No,Yes,Month-to-Month,No,Credit Card,55.95,1082.8,0,0,332.46,1415.26,4,Stayed,No,0,76,2035,,,Yes
5916-QEWPT,Female,61,No,No,Yes,No,0,United States,California,Valley Village,91607,"34.165783, -118.399795",34.165783,-118.399795,"27,453",Q3,Yes,1,2,Offer E,Yes,27.41,No,Yes,Cable,23,No,No,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,No,Credit Card,69,147.8,0,0,54.82,202.62,4,Joined,No,0,29,2798,,,Yes
5060-TQUQN,Male,19,Yes,No,Yes,Yes,1,United States,California,Rancho Cucamonga,91701,"34.132275, -117.611478",34.132275,-117.611478,"39,064",Q3,Yes,1,30,,Yes,10.24,Yes,Yes,Fiber Optic,48,No,Yes,No,Yes,No,No,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,83.55,2570.2,0,0,307.2,2877.4,3,Stayed,No,0,31,3558,,,Yes
0531-XBKMM,Male,37,No,No,No,Yes,2,United States,California,Azusa,91702,"34.174493, -117.87068",34.174493,-117.87068,"57,775",Q3,No,0,66,,Yes,32.12,Yes,Yes,DSL,17,Yes,Yes,No,Yes,No,No,No,Yes,Two Year,No,Bank Withdrawal,65.7,4378.9,0,0,2119.92,6498.82,3,Stayed,No,0,57,5058,,,No
8465-SBRXP,Male,32,No,No,Yes,Yes,2,United States,California,Baldwin Park,91706,"34.098275, -117.967399",34.098275,-117.967399,"76,890",Q3,Yes,1,38,,Yes,25.84,Yes,Yes,Fiber Optic,19,No,No,Yes,Yes,Yes,No,No,No,Two Year,Yes,Bank Withdrawal,94.9,3616.25,0,0,981.92,4598.17,3,Stayed,No,0,33,2436,,,Yes
2408-PSJVE,Male,41,No,No,Yes,Yes,3,United States,California,Chino Hills,91709,"33.942895, -117.725644",33.942895,-117.725644,"66,754",Q3,Yes,1,44,,Yes,37.68,No,Yes,DSL,24,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Credit Card,61.9,2924.05,0,0,1657.92,4581.97,4,Stayed,No,0,63,4388,,,Yes
9700-ZCLOT,Male,46,No,No,No,No,0,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,"34,716",Q3,No,0,2,Offer E,Yes,17.03,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20,32.7,0,0,34.06,66.76,5,Joined,No,0,77,3922,,,No
8738-JOKAR,Female,55,No,No,No,No,0,United States,California,Covina,91722,"34.097345, -117.906736",34.097345,-117.906736,"33,817",Q3,No,0,42,,Yes,39.32,No,Yes,Cable,20,Yes,Yes,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Credit Card,67.7,2882.25,0,0,1651.44,4533.69,4,Stayed,No,0,36,5034,,,No
4534-WGCIR,Female,56,No,No,Yes,Yes,2,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,"17,554",Q3,Yes,1,58,,Yes,29.5,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,25.15,1509.9,0,0,1711,3220.9,4,Stayed,No,0,71,6444,,,Yes
1930-WNXSB,Male,38,No,No,Yes,Yes,1,United States,California,Covina,91724,"34.08111, -117.853935",34.08111,-117.853935,"25,068",Q3,Yes,1,58,,Yes,47.69,No,Yes,Fiber Optic,24,No,Yes,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,92.85,5305.05,0,0,2766.02,8071.07,5,Stayed,No,0,36,4879,,,Yes
3508-CFVZL,Female,55,No,No,No,No,0,United States,California,El Monte,91731,"34.079934, -118.046695",34.079934,-118.046695,"30,211",Q3,No,0,71,Offer A,Yes,49.52,Yes,Yes,Fiber Optic,19,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Credit Card,111.3,7985.9,0,0,3515.92,11501.82,3,Stayed,No,0,46,5957,,,No
0657-DOGUM,Female,35,No,No,Yes,No,0,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,"12,937",Q3,Yes,1,48,Offer B,Yes,44.72,Yes,Yes,DSL,13,Yes,No,No,Yes,No,No,No,No,One Year,Yes,Bank Withdrawal,60.6,2985.25,0,100,2146.56,5231.81,4,Stayed,No,0,76,4077,,,Yes
8792-AOROI,Female,23,Yes,No,Yes,No,0,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,"24,973",Q3,Yes,1,8,Offer E,Yes,23.68,No,Yes,DSL,41,Yes,No,No,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,65.5,564.35,0,0,189.44,753.79,3,Stayed,No,0,72,2985,,,Yes
5146-YYFRZ,Male,32,No,No,No,No,0,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,"53,686",Q3,No,0,67,Offer A,Yes,15.32,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.95,1311.75,0,0,1026.44,2338.19,5,Stayed,No,0,80,6212,,,No
3452-SRFEG,Male,39,No,No,No,No,0,United States,California,La Verne,91750,"34.144703, -117.770299",34.144703,-117.770299,"35,530",Q3,No,0,49,Offer B,Yes,23.82,Yes,Yes,Fiber Optic,18,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,74.6,3720.35,0,0,1167.18,4887.53,5,Stayed,No,0,79,4516,,,No
4070-OKWVH,Female,60,No,No,Yes,No,0,United States,California,Mira Loma,91752,"33.999992, -117.535395",33.999992,-117.535395,"18,980",Q3,No,0,52,Offer B,Yes,29.23,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,94.6,5025.8,0,0,1519.96,6545.76,3,Stayed,No,0,57,6212,,,Yes
5297-MDOIR,Female,20,Yes,No,Yes,No,0,United States,California,Monterey Park,91754,"34.050322, -118.147037",34.050322,-118.147037,"33,280",Q3,Yes,7,63,Offer B,Yes,34.51,No,Yes,Fiber Optic,46,Yes,No,Yes,No,No,No,Yes,Yes,One Year,Yes,Credit Card,81.15,5224.5,0,0,2174.13,7398.63,4,Stayed,No,0,60,5294,,,Yes
6369-MCAKO,Female,50,No,No,Yes,Yes,1,United States,California,Monterey Park,91755,"34.049172, -118.115022",34.049172,-118.115022,"26,933",Q3,Yes,4,68,Offer A,Yes,47.91,Yes,Yes,DSL,23,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,89.05,6185.8,0,0,3257.88,9443.68,3,Stayed,No,0,49,5001,,,Yes
4926-UMJZD,Female,51,No,No,Yes,No,0,United States,California,Mt Baldy,91759,"34.231318, -117.662032",34.231318,-117.662032,47,Q3,Yes,4,31,,Yes,1.2,No,Yes,DSL,15,No,No,No,Yes,No,No,No,No,Month-to-Month,Yes,Credit Card,49.2,1498.55,0,100,37.2,1635.75,5,Stayed,No,0,52,2157,,,Yes
6848-HJTXY,Female,41,No,No,Yes,No,0,United States,California,Ontario,91761,"34.035602, -117.591528",34.035602,-117.591528,"56,280",Q3,Yes,8,64,Offer B,Yes,19.98,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.45,1208.6,0,0,1278.72,2487.32,3,Stayed,No,0,28,5628,,,Yes
6341-AEVKX,Female,37,No,No,Yes,No,0,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,"54,254",Q3,Yes,5,62,Offer B,Yes,44.95,No,Yes,Fiber Optic,5,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.3,6613.65,0,0,2786.9,9400.55,4,Stayed,No,0,23,5905,,,Yes
0682-USIXD,Female,40,No,No,Yes,No,0,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,"46,532",Q3,Yes,7,21,,Yes,14.81,No,Yes,Fiber Optic,25,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,86.05,1818.9,0,0,311.01,2129.91,3,Stayed,No,0,23,2937,,,Yes
6976-BWGLQ,Female,64,No,No,Yes,Yes,3,United States,California,Pomona,91766,"34.042286, -117.756106",34.042286,-117.756106,"69,974",Q3,Yes,1,72,Offer A,Yes,39.3,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,25.2,1787.35,0,0,2829.6,4616.95,3,Stayed,No,0,31,4382,,,Yes
7078-NVFAM,Female,57,No,No,Yes,Yes,1,United States,California,Pomona,91767,"34.083086, -117.737997",34.083086,-117.737997,"46,626",Q3,Yes,3,32,,No,0,No,Yes,Cable,14,Yes,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,35.15,1051.05,0,0,0,1051.05,4,Stayed,No,0,77,3163,,,Yes
2133-TSRRM,Female,47,No,No,No,Yes,3,United States,California,Rosemead,91770,"34.065108, -118.082791",34.065108,-118.082791,"61,623",Q3,No,0,34,,Yes,32.94,No,Yes,Fiber Optic,21,Yes,Yes,Yes,No,Yes,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,105.35,3688.6,0,110,1119.96,4918.56,4,Stayed,No,0,39,5432,,,No
2511-ALLCS,Female,38,No,No,Yes,Yes,3,United States,California,Temple City,91780,"34.101608, -118.055848",34.101608,-118.055848,"32,718",Q3,Yes,5,35,,Yes,18.86,Yes,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,24.3,821.6,0,0,660.1,1481.7,4,Stayed,No,0,32,5998,,,Yes
3191-CSNMG,Female,57,No,No,Yes,Yes,1,United States,California,Upland,91784,"34.141146, -117.655583",34.141146,-117.655583,"23,331",Q3,Yes,5,3,Offer E,Yes,23.72,No,Yes,Fiber Optic,17,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,80.7,239.45,0,0,71.16,310.61,4,Joined,No,0,46,2081,,,Yes
7952-OBOYL,Male,24,Yes,No,No,No,0,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,"48,827",Q3,No,0,3,,Yes,25.1,No,Yes,Fiber Optic,59,No,No,Yes,Yes,Yes,No,Yes,Yes,Month-to-Month,Yes,Credit Card,89.85,244.45,0,0,75.3,319.75,5,Joined,No,0,53,4096,,,No
7470-DYNOE,Male,37,No,No,No,No,0,United States,California,Walnut,91789,"34.018354, -117.85492",34.018354,-117.85492,"45,118",Q3,No,0,53,Offer B,Yes,4.82,No,Yes,DSL,24,No,No,Yes,No,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,61.1,3357.9,0,0,255.46,3613.36,5,Stayed,No,0,35,5940,,,No
7853-OETYL,Female,40,No,No,Yes,No,0,United States,California,West Covina,91790,"34.066964, -117.937007",34.066964,-117.937007,"44,099",Q3,Yes,2,4,Offer E,No,0,No,Yes,DSL,13,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.05,129.6,0,0,0,129.6,3,Stayed,No,0,35,3306,,,Yes
1545-ACTAS,Female,53,No,No,Yes,Yes,2,United States,California,West Covina,91791,"34.061634, -117.893169",34.061634,-117.893169,"30,458",Q3,Yes,2,48,Offer B,Yes,36.18,No,Yes,Fiber Optic,29,Yes,No,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,99.7,4977.2,0,0,1736.64,6713.84,3,Stayed,No,0,29,5921,,,Yes
5126-RCXYW,Male,41,No,No,Yes,Yes,1,United States,California,Alhambra,91803,"34.074736, -118.145959",34.074736,-118.145959,"30,635",Q3,No,0,54,Offer B,No,0,No,Yes,DSL,19,No,No,Yes,Yes,No,Yes,Yes,No,Two Year,No,Credit Card,46,2424.05,0,90,0,2514.05,4,Stayed,No,0,71,4451,,,Yes
2363-BJLSL,Male,49,No,No,No,No,0,United States,California,Bonita,91902,"32.67117, -117.00232",32.67117,-117.00232,"17,389",Q3,No,0,62,Offer B,Yes,48.72,No,Yes,DSL,2,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.4,4981.15,0,0,3020.64,8001.79,5,Stayed,No,0,79,5157,,,No
1956-YIFGE,Male,36,No,No,Yes,Yes,3,United States,California,Boulevard,91905,"32.677097, -116.304991",32.677097,-116.304991,"1,509",Q3,Yes,10,22,,Yes,9.05,No,Yes,Fiber Optic,57,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,100.05,2090.25,0,0,199.1,2289.35,4,Stayed,No,0,64,3274,,,Yes
2925-MXLSX,Female,37,No,No,No,No,0,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,"71,126",Q3,No,0,30,Offer C,Yes,22.64,Yes,Yes,DSL,18,No,Yes,Yes,No,Yes,No,No,Yes,One Year,Yes,Credit Card,68.95,2038.7,0,0,679.2,2717.9,5,Stayed,No,0,30,4403,,,No
9609-BENEA,Male,50,No,No,Yes,No,0,United States,California,Chula Vista,91914,"32.688506, -116.938632",32.688506,-116.938632,"2,606",Q3,Yes,6,35,Offer C,Yes,45.97,Yes,Yes,DSL,13,No,Yes,No,Yes,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,69,2441.7,0,0,1608.95,4050.65,3,Stayed,No,0,59,5283,,,Yes
4459-BBGHE,Male,61,No,No,No,Yes,1,United States,California,Descanso,91916,"32.912664, -116.635387",32.912664,-116.635387,"1,587",Q3,No,0,30,Offer C,No,0,No,Yes,DSL,17,No,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,44.5,1307.8,0,0,0,1307.8,4,Stayed,No,0,58,5833,,,No
9945-PSVIP,Female,36,No,No,Yes,Yes,3,United States,California,Dulzura,91917,"32.622999, -116.687855",32.622999,-116.687855,727,Q3,Yes,3,25,Offer C,Yes,2.82,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,18.7,383.65,0,0,70.5,454.15,4,Stayed,No,0,42,2289,,,Yes
9108-EJFJP,Female,21,Yes,No,Yes,No,0,United States,California,Jacumba,91934,"32.649787, -116.2237",32.649787,-116.2237,699,Q3,Yes,6,1,Offer E,Yes,16.06,No,Yes,DSL,59,Yes,Yes,No,No,No,No,Yes,Yes,Month-to-Month,Yes,Credit Card,53.55,53.55,0,0,16.06,69.61,4,Joined,No,0,62,4504,,,Yes
0530-IJVDB,Male,36,No,No,No,Yes,2,United States,California,Jamul,91935,"32.695681, -116.798386",32.695681,-116.798386,"8,759",Q3,No,0,70,Offer A,Yes,26.67,Yes,Yes,Fiber Optic,17,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,114.6,7882.5,0,0,1866.9,9749.4,4,Stayed,No,0,65,5414,,,No
0508-SQWPL,Female,32,No,No,Yes,Yes,3,United States,California,La Mesa,91941,"32.759327, -116.99726",32.759327,-116.99726,"44,652",Q3,Yes,9,57,Offer B,Yes,26.67,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,20.1,1087.7,0,0,1520.19,2607.89,5,Stayed,No,0,23,5506,,,Yes
2215-ZAFGX,Male,35,No,No,No,No,0,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,"24,005",Q3,No,0,9,Offer E,Yes,11.5,Yes,Yes,Fiber Optic,14,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,85.5,791.7,0,0,103.5,895.2,5,Stayed,No,0,69,4867,,,No
8213-TAZPM,Female,45,No,No,Yes,Yes,1,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,"24,961",Q3,Yes,5,69,Offer A,Yes,46.45,Yes,Yes,Fiber Optic,26,No,Yes,Yes,Yes,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,108.75,7493.05,0,100,3205.05,10798.1,4,Stayed,No,0,46,5874,,,Yes
1304-SEGFY,Female,57,No,No,Yes,No,0,United States,California,National City,91950,"32.67102, -117.095235",32.67102,-117.095235,"62,355",Q3,Yes,7,72,Offer A,Yes,2.56,Yes,Yes,Fiber Optic,24,No,No,Yes,No,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,97.85,6841.3,0,0,184.32,7025.62,4,Stayed,No,0,22,4508,,,Yes
7242-EDTYC,Male,48,No,No,No,Yes,2,United States,California,Pine Valley,91962,"32.800671, -116.483363",32.800671,-116.483363,"1,604",Q3,No,0,44,Offer B,Yes,14.37,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,19.55,819.95,0,0,632.28,1452.23,3,Stayed,No,0,40,5860,,,No
2904-GGUAZ,Female,24,Yes,No,Yes,No,0,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,905,Q3,Yes,8,72,Offer A,Yes,16.15,Yes,Yes,Fiber Optic,52,Yes,Yes,No,No,No,No,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.05,6052.25,0,0,1162.8,7215.05,4,Stayed,No,0,47,5515,,,Yes
5136-GFPMB,Male,44,No,No,No,No,0,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,"7,863",Q3,No,0,54,Offer B,Yes,35.32,Yes,Yes,Fiber Optic,15,No,No,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,89.4,4869.5,0,0,1907.28,6776.78,5,Stayed,No,0,56,5871,,,No
2595-KIWPV,Male,48,No,No,No,Yes,1,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,91,Q3,No,0,27,Offer C,Yes,32.28,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Credit Card,19.7,509.3,0,0,871.56,1380.86,3,Stayed,No,0,79,4052,,,No
5243-SAOTC,Male,36,No,No,No,No,0,United States,California,Bonsall,92003,"33.290907, -117.202895",33.290907,-117.202895,"3,849",Q3,No,0,54,Offer B,Yes,7.64,Yes,Yes,Fiber Optic,3,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,79.85,4308.25,0,0,412.56,4720.81,4,Stayed,No,0,46,5166,,,No
9398-MMQTO,Male,41,No,No,No,No,0,United States,California,Borrego Springs,92004,"33.200369, -116.192313",33.200369,-116.192313,"2,863",Q3,No,0,3,,Yes,34.8,No,Yes,Fiber Optic,5,No,Yes,No,No,No,No,No,No,Month-to-Month,No,Credit Card,74.45,221.1,0,70,104.4,395.5,5,Joined,No,0,61,3956,,,No
7619-PLRLP,Female,41,No,No,Yes,No,0,United States,California,Cardiff By The Sea,92007,"33.015866, -117.272254",33.015866,-117.272254,"10,375",Q3,Yes,3,53,Offer B,Yes,37.14,Yes,Yes,Cable,4,Yes,Yes,Yes,No,No,Yes,Yes,Yes,One Year,No,Bank Withdrawal,74.1,3833.95,0,0,1968.42,5802.37,4,Stayed,No,0,37,5136,,,Yes
6508-NJYRO,Male,36,No,No,Yes,No,0,United States,California,Carlsbad,92009,"33.098018, -117.258203",33.098018,-117.258203,"43,161",Q3,Yes,5,15,,Yes,14.27,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,18.8,294.95,0,0,214.05,509,4,Stayed,No,0,31,3977,,,Yes
4710-NKCAW,Male,42,No,No,Yes,Yes,2,United States,California,El Cajon,92019,"32.785165, -116.862648",32.785165,-116.862648,"40,995",Q3,Yes,7,5,,Yes,17.37,Yes,Yes,DSL,15,Yes,Yes,No,Yes,No,No,No,Yes,Month-to-Month,No,Credit Card,64.4,316.9,0,0,86.85,403.75,3,Stayed,No,0,31,3260,,,Yes
5306-BVTKJ,Male,20,Yes,No,Yes,Yes,1,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,"55,277",Q3,Yes,1,48,Offer B,Yes,38.3,No,Yes,DSL,85,No,Yes,Yes,No,No,No,Yes,Yes,One Year,Yes,Credit Card,55.8,2651.2,0,0,1838.4,4489.6,4,Stayed,No,0,27,3446,,,Yes
0357-NVCRI,Female,41,No,No,No,Yes,3,United States,California,El Cajon,92021,"32.832706, -116.873258",32.832706,-116.873258,"61,872",Q3,No,0,25,Offer C,Yes,12.87,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,No,Credit Card,20.05,471.7,0,0,321.75,793.45,5,Stayed,No,0,24,2192,,,No
2371-KFUOG,Male,54,No,No,No,No,0,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,"49,281",Q3,No,0,58,Offer B,Yes,32.67,No,Yes,Fiber Optic,14,Yes,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,99.15,5720.95,0,0,1894.86,7615.81,3,Stayed,No,0,26,6409,,,No
0463-ZSDNT,Male,23,Yes,No,No,No,0,United States,California,Escondido,92026,"33.21846, -117.116916",33.21846,-117.116916,"43,436",Q3,No,0,10,,Yes,30.3,No,Yes,DSL,73,No,No,No,No,No,Yes,Yes,No,Month-to-Month,Yes,Bank Withdrawal,56.75,503.25,0,30,303,836.25,5,Stayed,No,0,70,2037,,,No
6257-DTAYD,Male,27,Yes,No,Yes,No,0,United States,California,Fallbrook,92028,"33.362575, -117.299644",33.362575,-117.299644,"42,239",Q3,Yes,1,71,Offer A,Yes,3.86,Yes,Yes,Fiber Optic,85,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,104.15,7365.3,0,0,274.06,7639.36,4,Stayed,No,0,65,5973,,,Yes
4616-ULAOA,Female,33,No,No,Yes,Yes,2,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,"17,944",Q3,Yes,1,65,Offer B,Yes,45.21,Yes,Yes,Fiber Optic,19,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Credit Card,110.8,7245.9,0,0,2938.65,10184.55,3,Stayed,No,0,23,6332,,,Yes
7746-AWNQW,Female,62,No,No,No,No,0,United States,California,La Jolla,92037,"32.853743, -117.25034",32.853743,-117.25034,"42,617",Q3,No,0,28,Offer C,No,0,No,Yes,DSL,2,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,35.75,961.4,0,0,0,961.4,4,Stayed,No,0,69,2431,,,No
5996-EBTKM,Female,46,No,No,Yes,Yes,1,United States,California,Lakeside,92040,"32.909873, -116.906774",32.909873,-116.906774,"42,277",Q3,Yes,1,67,Offer A,Yes,14.83,Yes,Yes,DSL,24,No,No,Yes,Yes,No,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,69.9,4615.9,0,0,993.61,5609.51,3,Stayed,No,0,21,6079,,,Yes
2758-RNWXS,Male,60,No,No,No,No,0,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,"98,239",Q3,No,0,35,Offer C,Yes,49.61,No,Yes,Fiber Optic,26,Yes,No,No,Yes,No,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,89.2,3251.3,0,0,1736.35,4987.65,4,Stayed,No,0,39,4446,,,No
2314-TNDJQ,Female,28,Yes,No,Yes,Yes,3,United States,California,Oceanside,92056,"33.194742, -117.29032",33.194742,-117.29032,"52,895",Q3,Yes,1,72,Offer A,No,0,No,Yes,Cable,59,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,Two Year,No,Credit Card,55.65,3880.05,0,0,0,3880.05,4,Stayed,No,0,35,5192,,,Yes
2405-LBMUW,Female,25,Yes,No,Yes,Yes,1,United States,California,Oceanside,92057,"33.254497, -117.285879",33.254497,-117.285879,"46,893",Q3,Yes,1,61,Offer B,No,0,No,Yes,DSL,59,Yes,Yes,No,Yes,No,Yes,Yes,No,One Year,Yes,Bank Withdrawal,50.7,3088.75,0,20,0,3108.75,4,Stayed,No,0,22,5024,,,Yes
9039-ZVJDC,Male,49,No,No,No,No,0,United States,California,Pauma Valley,92061,"33.313828, -116.940501",33.313828,-116.940501,"2,615",Q3,No,0,3,,Yes,16.32,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Credit Card,19.1,53.05,0,0,48.96,102.01,3,Joined,No,0,68,4905,,,No
9013-AQORL,Female,26,Yes,No,No,Yes,2,United States,California,Ramona,92065,"33.044541, -116.833922",33.044541,-116.833922,"33,104",Q3,No,0,48,Offer B,No,0,No,Yes,DSL,48,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,No,Credit Card,45.55,2108.35,0,0,0,2108.35,3,Stayed,No,0,52,4106,,,No
2898-MRKPI,Male,36,No,No,Yes,Yes,1,United States,California,Ranchita,92066,"33.215251, -116.53633",33.215251,-116.53633,339,Q3,Yes,10,68,Offer A,Yes,34.62,Yes,Yes,Fiber Optic,18,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,101.05,6770.5,0,0,2354.16,9124.66,4,Stayed,No,0,32,5570,,,Yes
2750-BJLSB,Female,32,No,No,No,No,0,United States,California,Rancho Santa Fe,92067,"33.012751, -117.200617",33.012751,-117.200617,"7,615",Q3,No,0,47,Offer B,Yes,2.45,No,Yes,Fiber Optic,13,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,103.7,4730.6,0,0,115.15,4845.75,4,Stayed,No,0,20,4543,,,No
3648-GZPHF,Male,48,No,No,Yes,Yes,3,United States,California,San Marcos,92069,"33.162624, -117.170863",33.162624,-117.170863,"52,664",Q3,Yes,2,32,Offer C,No,0,No,Yes,DSL,53,No,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Mailed Check,36.25,1151.05,0,0,0,1151.05,5,Stayed,No,0,45,2609,,,Yes
2075-RMJIK,Female,54,No,No,Yes,Yes,3,United States,California,Santa Ysabel,92070,"33.174725, -116.743329",33.174725,-116.743329,"1,143",Q3,Yes,3,5,,Yes,47.06,No,Yes,Cable,52,Yes,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,49.4,232.55,0,10,235.3,477.85,4,Stayed,No,0,44,5756,,,Yes
9588-YRFHY,Male,19,Yes,No,No,No,0,United States,California,Santee,92071,"32.847336, -116.997605",32.847336,-116.997605,"53,510",Q3,No,0,49,Offer B,Yes,6.26,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Credit Card,19.9,1022.6,0,0,306.74,1329.34,3,Stayed,No,0,71,5240,,,No
9364-YKUVW,Male,53,No,No,No,No,0,United States,California,Valley Center,92082,"33.25283, -116.986079",33.25283,-116.986079,"14,575",Q3,No,0,15,,Yes,16.13,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,19.8,309.4,0,0,241.95,551.35,5,Stayed,No,0,73,2681,,,No
5392-AKEMH,Female,50,No,No,No,No,0,United States,California,Vista,92083,"33.17494, -117.242761",33.17494,-117.242761,"62,036",Q3,No,0,12,,Yes,31.22,No,Yes,DSL,12,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,45.05,523.1,0,0,374.64,897.74,4,Stayed,No,0,37,5624,,,No
3914-FDRHP,Male,25,Yes,No,No,No,0,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,"1,205",Q3,No,0,9,,Yes,46.34,No,Yes,Fiber Optic,59,No,No,No,Yes,Yes,No,No,Yes,Month-to-Month,No,Bank Withdrawal,86.25,770.5,0,0,417.06,1187.56,5,Stayed,No,0,42,4754,,,No
3078-ZKNTS,Female,45,No,No,Yes,Yes,1,United States,California,Rancho Santa Fe,92091,"32.99356, -117.207121",32.99356,-117.207121,"1,072",Q3,Yes,7,13,,Yes,5.58,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,19.75,246.7,0,0,72.54,319.24,3,Stayed,No,0,22,4314,,,Yes
1024-KPRBB,Female,63,No,No,No,No,0,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,"27,505",Q3,No,0,38,Offer C,Yes,30.09,No,Yes,Fiber Optic,18,No,No,No,No,Yes,Yes,Yes,No,One Year,Yes,Mailed Check,89.1,3342,0,90,1143.42,4575.42,4,Stayed,No,0,56,2675,,,No
9547-ITEFG,Male,32,No,No,Yes,Yes,3,United States,California,San Diego,92105,"32.741859, -117.090353",32.741859,-117.090353,"73,006",Q3,Yes,8,9,Offer E,Yes,23.42,Yes,Yes,Fiber Optic,30,No,Yes,Yes,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,102.6,897.75,0,0,210.78,1108.53,5,Stayed,No,0,32,4062,,,Yes
1264-FUHCX,Female,51,No,No,Yes,No,0,United States,California,San Diego,92106,"32.71346, -117.236378",32.71346,-117.236378,"18,525",Q3,Yes,1,49,Offer B,No,0,No,Yes,DSL,21,No,Yes,No,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,56.3,2780.6,0,0,0,2780.6,5,Stayed,No,0,20,5913,,,Yes
6598-KELSS,Male,40,No,No,No,Yes,3,United States,California,San Diego,92108,"32.774046, -117.142454",32.774046,-117.142454,"11,650",Q3,No,0,50,Offer B,No,0,No,Yes,DSL,76,Yes,Yes,No,No,Yes,No,No,Yes,One Year,Yes,Bank Withdrawal,43.05,2208.05,0,0,0,2208.05,3,Stayed,No,0,41,5409,,,No
0422-UXFAP,Female,34,No,No,Yes,No,0,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,"51,213",Q3,Yes,1,51,Offer B,Yes,47.72,Yes,Yes,Fiber Optic,23,No,No,Yes,No,Yes,Yes,Yes,No,One Year,Yes,Bank Withdrawal,98.85,4947.55,0,130,2433.72,7511.27,5,Stayed,No,0,43,6034,,,Yes
1904-WAJAA,Female,23,Yes,No,Yes,Yes,3,United States,California,Coronado,92118,"32.68674, -117.186612",32.68674,-117.186612,"24,093",Q3,No,0,24,Offer C,Yes,46.54,Yes,Yes,DSL,85,Yes,Yes,Yes,No,No,No,No,Yes,Two Year,No,Bank Withdrawal,64.35,1558.65,0,0,1116.96,2675.61,4,Stayed,No,0,60,5461,,,Yes
5130-YPIRV,Female,22,Yes,No,Yes,No,0,United States,California,San Diego,92119,"32.802959, -117.027095",32.802959,-117.027095,"21,866",Q3,Yes,1,62,Offer B,Yes,6.41,No,Yes,Cable,59,Yes,Yes,Yes,No,Yes,No,No,Yes,Two Year,Yes,Credit Card,72,4284.2,0,0,397.42,4681.62,4,Stayed,No,0,48,6489,,,Yes
2843-CQMEG,Male,21,Yes,No,No,No,0,United States,California,San Diego,92120,"32.807867, -117.060993",32.807867,-117.060993,"25,569",Q3,No,0,24,Offer C,Yes,3.72,No,Yes,Cable,59,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Mailed Check,49.7,1218.25,0,0,89.28,1307.53,3,Stayed,No,0,38,2911,,,No
6439-PKTRR,Female,50,No,No,Yes,Yes,2,United States,California,San Diego,92121,"32.898613, -117.202937",32.898613,-117.202937,"4,258",Q3,Yes,6,70,Offer A,Yes,4.11,Yes,Yes,Cable,16,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,80.7,5617.95,0,0,287.7,5905.65,4,Stayed,No,0,49,4412,,,Yes
5351-QESIO,Male,64,No,No,No,Yes,2,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,"34,902",Q3,No,0,1,Offer E,No,0,No,Yes,Cable,17,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Mailed Check,24.2,24.2,0,0,0,24.2,5,Joined,No,0,80,4276,,,No
5568-DMXZS,Female,36,No,No,No,No,0,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,"30,206",Q3,No,0,8,Offer E,Yes,37.37,No,Yes,Cable,16,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,65.45,554.45,0,0,298.96,853.41,5,Stayed,No,0,80,5227,,,No
8468-FZTOE,Female,61,No,No,Yes,Yes,3,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,"74,232",Q3,Yes,8,72,Offer A,Yes,17.21,No,Yes,Cable,53,Yes,Yes,Yes,Yes,No,Yes,Yes,No,Two Year,Yes,Bank Withdrawal,74.35,5237.4,0,50,1239.12,6526.52,4,Stayed,No,0,78,4874,,,Yes
6633-SYEUS,Female,23,Yes,No,No,No,0,United States,California,San Diego,92127,"33.017518, -117.118456",33.017518,-117.118456,"20,046",Q3,No,0,23,,Yes,19.96,No,Yes,Fiber Optic,76,No,Yes,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,83.2,2032.3,23.79,0,459.08,2467.59,3,Stayed,No,0,28,2061,,,No
6447-GORXK,Male,20,Yes,No,No,Yes,3,United States,California,San Diego,92128,"33.000269, -117.072093",33.000269,-117.072093,"42,733",Q3,No,0,31,Offer C,No,0,No,Yes,Cable,51,No,No,No,No,No,No,No,Yes,Month-to-Month,No,Credit Card,25,789.2,22.4,0,0,766.8,4,Stayed,No,0,65,4242,,,No
6967-PEJLL,Male,23,Yes,No,Yes,Yes,2,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,"47,224",Q3,Yes,7,37,Offer C,No,0,No,Yes,Cable,52,Yes,No,Yes,Yes,No,No,No,Yes,One Year,Yes,Bank Withdrawal,40.2,1525.35,0,0,0,1525.35,4,Stayed,No,0,48,2308,,,Yes
1684-FLBGS,Female,60,No,No,Yes,Yes,1,United States,California,San Diego,92139,"32.677716, -117.047666",32.677716,-117.047666,"36,351",Q3,Yes,6,23,,Yes,27.49,Yes,Yes,Cable,21,No,Yes,No,Yes,Yes,No,No,Yes,Month-to-Month,Yes,Credit Card,69.5,1652.1,16.89,0,632.27,2267.48,4,Stayed,No,0,66,2159,,,Yes
1389-WNUIB,Female,21,Yes,No,Yes,Yes,3,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,"68,776",Q3,Yes,7,20,,Yes,15.29,Yes,Yes,Cable,59,Yes,No,No,No,Yes,Yes,Yes,No,One Year,No,Bank Withdrawal,76,1588.75,7.3,70,305.8,1957.25,4,Stayed,No,0,69,4085,,,Yes
0376-OIWME,Male,24,Yes,No,Yes,No,0,United States,California,San Ysidro,92173,"32.555828, -117.040073",32.555828,-117.040073,"28,488",Q3,Yes,3,36,Offer C,Yes,41.33,No,Yes,Fiber Optic,41,Yes,No,No,No,Yes,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,93.6,3366.05,16.56,0,1487.88,4837.37,4,Stayed,No,0,53,2701,,,Yes
0218-QNVAS,Male,22,Yes,No,Yes,Yes,1,United States,California,Indio,92203,"33.752938, -116.230055",33.752938,-116.230055,"2,743",Q3,Yes,1,71,Offer A,Yes,28.34,Yes,Yes,Fiber Optic,59,No,Yes,No,No,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,100.55,7113.75,16.99,0,2012.14,9108.9,5,Stayed,No,0,37,5876,,,Yes
0804-YGEQV,Female,59,No,No,Yes,Yes,1,United States,California,Palm Desert,92211,"33.762759, -116.324817",33.762759,-116.324817,"19,702",Q3,Yes,9,43,Offer B,Yes,28.03,Yes,No,,0,No,No,No,No,No,No,No,No,One Year,Yes,Bank Withdrawal,24.45,993.15,41.33,0,1205.29,2157.11,4,Stayed,No,0,77,5119,,,Yes
7164-BPTUT,Male,55,No,No,No,Yes,2,United States,California,Banning,92220,"33.936298, -116.849577",33.936298,-116.849577,"25,859",Q3,No,0,57,Offer B,Yes,9.36,Yes,Yes,Cable,20,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,No,Mailed Check,89.55,5012.35,30.45,0,533.52,5515.42,4,Stayed,No,0,22,4260,,,No
2523-EWWZL,Female,26,Yes,No,Yes,No,0,United States,California,Blythe,92225,"33.674583, -114.71612",33.674583,-114.71612,"24,659",Q3,No,0,27,Offer C,Yes,39.67,No,Yes,Fiber Optic,59,No,Yes,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,76.1,2093.4,30.14,0,1071.09,3134.35,3,Stayed,No,0,43,3291,,,Yes
0928-XUTSN,Female,22,Yes,No,No,No,0,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,"23,394",Q3,No,0,13,,Yes,44.99,No,Yes,Fiber Optic,27,No,No,No,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,80.5,1011.8,24.99,0,584.87,1571.68,4,Stayed,No,0,37,3895,,,No
0052-YNYOT,Female,28,Yes,No,No,No,0,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,"27,804",Q3,No,0,67,,Yes,23.12,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Bank Withdrawal,20.55,1343.4,30.53,0,1549.04,2861.91,5,Stayed,No,0,72,5462,,,No
9586-JGQKH,Female,61,No,No,Yes,No,0,United States,California,Cathedral City,92234,"33.829583, -116.474131",33.829583,-116.474131,"43,141",Q3,Yes,8,64,Offer B,Yes,49.26,Yes,Yes,Fiber Optic,18,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.4,6794.75,32.24,0,3152.64,9915.15,3,Stayed,No,0,24,4512,,,Yes
4501-VCPFK,Male,25,Yes,No,No,No,0,United States,California,Coachella,92236,"33.680031, -116.171678",33.680031,-116.171678,"23,170",Q3,No,0,26,Offer C,No,0,No,Yes,Cable,47,No,No,Yes,Yes,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,35.75,1022.5,0,0,0,1022.5,5,Stayed,No,0,65,2734,,,No
6075-SLNIL,Male,47,No,No,No,No,0,United States,California,Desert Center,92239,"33.889605, -115.257009",33.889605,-115.257009,964,Q3,No,0,38,Offer C,Yes,6.71,Yes,Yes,Fiber Optic,11,No,Yes,Yes,No,No,Yes,Yes,Yes,Month-to-Month,Yes,Credit Card,95.1,3691.2,0,0,254.98,3946.18,3,Stayed,No,0,62,5393,,,No
9347-AERRL,Male,60,No,No,Yes,No,0,United States,California,Desert Hot Springs,92240,"33.948558, -116.516976",33.948558,-116.516976,"22,796",Q3,Yes,3,23,,Yes,36.14,No,No,,0,No,No,No,No,No,No,No,No,One Year,No,Credit Card,19.3,486.2,0,0,831.22,1317.42,5,Stayed,No,0,68,2111,,,Yes
6691-CCIHA,Female,46,No,No,Yes,No,0,United States,California,Joshua Tree,92252,"34.167236, -116.281511",34.167236,-116.281511,"8,141",Q3,Yes,1,62,Offer B,Yes,4.7,Yes,Yes,Cable,28,Yes,Yes,No,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,84.95,5150.55,4.68,0,291.4,5437.27,4,Stayed,No,0,39,6307,,,Yes
1685-BQULA,Female,54,No,No,No,No,0,United States,California,La Quinta,92253,"33.695532, -116.310571",33.695532,-116.310571,"23,971",Q3,No,0,40,Offer B,Yes,2.83,Yes,Yes,Fiber Optic,22,No,Yes,Yes,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,93.4,3756.4,4.18,0,113.2,3865.42,3,Stayed,No,0,53,3819,,,No
9053-EJUNL,Male,35,No,No,No,No,0,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,"8,768",Q3,No,0,41,Offer B,Yes,41.85,Yes,Yes,Fiber Optic,16,No,Yes,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,89.2,3645.75,2.21,0,1715.85,5359.39,5,Stayed,No,0,77,3259,,,No
1471-GIQKQ,Female,37,No,No,No,No,0,United States,California,Niland,92257,"33.345825, -115.596574",33.345825,-115.596574,"2,753",Q3,No,0,1,,Yes,44.98,No,Yes,DSL,27,No,Yes,No,No,No,No,No,Yes,Month-to-Month,No,Bank Withdrawal,49.95,49.95,0,0,44.98,94.93,3,Joined,No,0,32,5230,,,No
4807-IZYOZ,Female,25,Yes,No,No,No,0,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,732,Q3,No,0,51,Offer B,Yes,19.23,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Bank Withdrawal,20.65,1020.75,19.32,0,980.73,1982.16,3,Stayed,No,0,70,4725,,,No
9710-NJERN,Female,30,No,No,No,No,0,United States,California,Palm Desert,92260,"33.694501, -116.412711",33.694501,-116.412711,"29,340",Q3,No,0,39,Offer C,Yes,1.57,No,No,,0,No,No,No,No,No,No,No,No,Two Year,No,Mailed Check,20.15,826,25.92,0,61.23,861.31,3,Stayed,No,0,44,2007,,,No
9837-FWLCH,Male,39,No,No,Yes,Yes,1,United States,California,Palm Springs,92262,"33.839989, -116.659215",33.839989,-116.659215,"24,924",Q3,Yes,2,12,,Yes,25.33,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Bank Withdrawal,19.2,239,45.46,0,303.96,497.5,3,Stayed,No,0,73,3101,,,Yes
7203-OYKCT,Male,45,No,No,No,No,0,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,291,Q3,No,0,72,,Yes,33.93,Yes,Yes,Fiber Optic,18,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Bank Withdrawal,104.95,7544.3,25.42,0,2442.96,9961.84,5,Stayed,No,0,20,5760,,,No
7398-LXGYX,Male,53,No,No,Yes,No,0,United States,California,Pioneertown,92268,"34.201108, -116.593456",34.201108,-116.593456,354,Q3,Yes,2,44,Offer B,Yes,21.39,Yes,Yes,Fiber Optic,10,Yes,No,Yes,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,84.8,3626.35,43.96,0,941.16,4523.55,4,Stayed,No,0,44,2770,,,Yes
2823-LKABH,Female,51,No,No,No,No,0,United States,California,Rancho Mirage,92270,"33.763678, -116.429928",33.763678,-116.429928,"12,465",Q3,No,0,18,,Yes,7.42,Yes,Yes,Fiber Optic,12,No,No,Yes,Yes,No,Yes,Yes,Yes,Month-to-Month,Yes,Bank Withdrawal,95.05,1679.4,38.65,0,133.56,1774.31,4,Stayed,No,0,60,4524,,,No
0550-DCXLH,Male,64,No,No,No,No,0,United States,California,Thermal,92274,"33.53604, -116.119222",33.53604,-116.119222,"17,018",Q3,No,0,13,,Yes,40.99,No,Yes,DSL,21,No,Yes,No,Yes,Yes,Yes,Yes,Yes,Month-to-Month,No,Mailed Check,73.35,931.55,49.02,0,532.87,1415.4,4,Stayed,No,0,65,4645,,,No
9281-CEDRU,Female,23,Yes,No,Yes,No,0,United States,California,Salton City,92275,"33.28156, -115.955541",33.28156,-115.955541,799,Q3,Yes,2,68,,Yes,8.62,No,Yes,DSL,53,No,Yes,No,Yes,Yes,No,No,Yes,Two Year,No,Bank Withdrawal,64.1,4326.25,19.12,0,586.16,4893.29,5,Stayed,No,0,48,5553,,,Yes
0871-OPBXW,Female,57,No,No,No,No,0,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,"48,690",Q3,No,0,2,Offer E,Yes,6.85,No,No,,0,No,No,No,No,No,No,No,No,Month-to-Month,Yes,Mailed Check,20.05,39.25,0,0,13.7,52.95,3,Joined,No,0,80,5191,,,No
9767-FFLEM,Male,63,No,No,No,No,0,United States,California,Westmorland,92281,"33.03679, -115.60503",33.03679,-115.60503,"2,388",Q3,No,0,38,,Yes,35.04,No,Yes,Fiber Optic,2,No,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Credit Card,69.5,2625.25,20.19,0,1331.52,3936.58,3,Stayed,No,0,35,4591,,,No
8456-QDAVC,Male,57,No,No,No,No,0,United States,California,Winterhaven,92283,"32.852947, -114.850784",32.852947,-114.850784,"3,663",Q3,No,0,19,,Yes,29.55,No,Yes,Fiber Optic,13,No,No,No,No,Yes,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,78.7,1495.1,26.84,0,561.45,2029.71,3,Stayed,No,0,20,2464,,,No
7750-EYXWZ,Female,62,No,No,No,No,0,United States,California,Yucca Valley,92284,"34.159534, -116.425984",34.159534,-116.425984,"20,486",Q3,No,0,12,,No,0,No,Yes,Cable,24,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,One Year,No,Bank Withdrawal,60.65,743.3,40.41,0,0,702.89,3,Stayed,No,0,24,3740,,,No
2569-WGERO,Female,30,No,No,No,No,0,United States,California,Landers,92285,"34.341737, -116.539416",34.341737,-116.539416,"2,182",Q3,No,0,72,,Yes,22.77,No,No,,0,No,No,No,No,No,No,No,No,Two Year,Yes,Bank Withdrawal,21.15,1419.4,19.31,0,1639.44,3039.53,5,Stayed,No,0,45,5306,,,No
6840-RESVB,Male,38,No,No,Yes,Yes,2,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,"18,980",Q3,Yes,1,24,Offer C,Yes,36.05,Yes,Yes,Cable,24,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,One Year,Yes,Mailed Check,84.8,1990.5,48.23,0,865.2,2807.47,3,Stayed,No,0,59,2140,,,Yes
2234-XADUH,Female,30,No,No,Yes,Yes,2,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,42,Q3,Yes,4,72,,Yes,29.66,Yes,Yes,Fiber Optic,59,No,Yes,Yes,No,Yes,Yes,Yes,Yes,One Year,Yes,Credit Card,103.2,7362.9,45.38,0,2135.52,9453.04,4,Stayed,No,0,71,5560,,,Yes
4801-JZAZL,Female,32,No,No,Yes,Yes,2,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,301,Q3,Yes,1,11,,No,0,No,Yes,DSL,17,Yes,No,No,No,No,No,No,Yes,Month-to-Month,Yes,Bank Withdrawal,29.6,346.45,27.24,0,0,319.21,4,Stayed,No,0,59,2793,,,Yes
3186-AJIEK,Male,44,No,No,No,No,0,United States,California,Apple Valley,92308,"34.424926, -117.184503",34.424926,-117.184503,"28,819",Q3,No,0,66,,Yes,30.96,No,Yes,Fiber Optic,11,Yes,No,Yes,Yes,Yes,Yes,Yes,Yes,Two Year,Yes,Bank Withdrawal,105.65,6844.5,0,0,2043.36,8887.86,4,Stayed,No,0,38,5097,,,No