transaction_id
stringlengths
11
11
user_id
stringclasses
1k values
timestamp
stringlengths
19
19
amount
float64
0.51
12.4k
merchant
stringlengths
10
54
description
stringlengths
14
85
transaction_type
stringclasses
4 values
device
stringclasses
4 values
ip_address
stringlengths
8
15
location
stringlengths
10
28
is_fraud
bool
2 classes
T0000030200
U00000870
2025-02-28 01:40:41
958.5
Wilson Inc Auto Service
Subscription renewal - Wilson Inc Auto Service
subscription
mobile
223.36.7.33
East Victoria, US
false
T0000030201
U00000870
2025-02-20 08:03:46
294.72
Lowe and Sons Farmers Market
ATM withdrawal
withdrawal
atm
null
Kathrynside, US
false
T0000030202
U00000870
2024-11-12 00:52:58
178.45
Smith PLC Market
Transfer to account *7711
transfer
pos
null
Jesseburgh, US
false
T0000030203
U00000870
2025-02-25 16:40:22
292.2
Villarreal, Peterson and Cunningham Farmers Market
Monthly subscription - Villarreal, Peterson and Cunningham Farmers Market
subscription
mobile
93.227.171.21
North Jessica, US
false
T0000030204
U00000870
2025-01-28 03:44:56
144.84
Harris, Barnett and Villarreal Foods
Monthly subscription - Harris, Barnett and Villarreal Foods
subscription
mobile
135.182.53.173
Martinbury, US
false
T0000030205
U00000870
2025-03-13 15:25:00
208.9
Ballard Inc Vacation Rentals
ATM withdrawal
withdrawal
mobile
31.50.189.184
Gardnerside, US
false
T0000030206
U00000870
2025-02-09 18:59:33
231.14
Gray, Huffman and Hunt Tax Services
Money transfer
transfer
atm
null
Barberburgh, US
false
T0000030207
U00000870
2025-03-07 02:14:47
196.66
Mejia-Good Department Store
Bought items at Mejia-Good Department Store
purchase
mobile
183.92.94.133
Leeside, US
false
T0000030208
U00000870
2024-12-21 12:44:10
164.15
Brooks, Warren and Christensen Gas Company
Purchase at Brooks, Warren and Christensen Gas Company
purchase
mobile
177.155.208.134
Spencestad, US
false
T0000030209
U00000870
2025-01-13 22:24:52
137.54
Martin Ltd Department Store
Money transfer
transfer
pos
null
Davidville, US
false
T0000030210
U00000870
2024-12-29 07:36:07
799.1
Hudson LLC Banking
Payment to Hudson LLC Banking
purchase
web
165.121.199.30
Katherineville, US
false
T0000030211
U00000870
2025-03-14 13:02:53
303.2
Gray-Dorsey Fresh Market
Transfer to account *9008
transfer
mobile
117.78.64.65
Lake Crystal, US
false
T0000030212
U00000870
2025-03-06 04:45:22
156.57
Mejia-Good Department Store
Monthly subscription - Mejia-Good Department Store
subscription
web
93.111.163.167
Hamiltonburgh, US
false
T0000030213
U00000871
2025-03-05 01:44:35
61.74
Thomas, Simpson and Smith Airlines
Shopping at Thomas, Simpson and Smith Airlines
purchase
pos
null
Port Blakeport, DE
false
T0000030214
U00000871
2025-03-05 09:47:48
525.8
Mccall-Caldwell Market
Subscription renewal - Mccall-Caldwell Market
subscription
pos
null
Gallegosfurt, DE
false
T0000030215
U00000871
2025-03-05 11:10:10
1,066.37
Mccall-Caldwell Market
Purchase at Mccall-Caldwell Market
purchase
pos
null
Knoxport, DE
false
T0000030216
U00000872
2024-11-19 15:27:15
175.17
Phillips Group Shoes
Payment to Phillips Group Shoes
purchase
web
4.184.150.109
Wilkinsonton, US
false
T0000030217
U00000872
2025-03-12 15:26:09
520.79
Johnson LLC Farmers Market
ATM withdrawal
withdrawal
atm
null
West Scott, US
false
T0000030218
U00000872
2025-01-28 20:21:21
74.16
Underwood-Butler Healthcare Services
ATM withdrawal
withdrawal
mobile
112.227.244.106
Larsonburgh, US
false
T0000030219
U00000872
2025-01-11 04:25:17
756.37
Ramos Ltd Hardware
Transfer to account *4933
transfer
mobile
217.237.231.239
New Stevenstad, US
false
T0000030220
U00000872
2025-03-05 19:20:28
73.4
Ramos Ltd Hardware
ATM withdrawal
withdrawal
web
147.10.195.30
Lake Charlesbury, US
false
T0000030221
U00000872
2025-03-10 22:25:21
547.75
Frazier, Peters and Rodriguez Steakhouse
Transfer to account *4771
transfer
mobile
10.215.138.53
Port Joshua, US
false
T0000030222
U00000872
2025-02-22 23:48:30
831.8
Duarte, Silva and Rios Travel Booking
Cash withdrawal
withdrawal
web
196.185.141.79
Port Lisaton, RO
true
T0000030223
U00000872
2025-03-06 12:31:52
184.91
Phillips Group Shoes
Purchase at Phillips Group Shoes
purchase
web
36.68.159.97
Lake Scottfurt, US
false
T0000030224
U00000872
2025-02-20 10:51:30
649.2
Frazier, Peters and Rodriguez Steakhouse
ATM withdrawal
withdrawal
web
87.132.185.107
Braunmouth, US
false
T0000030225
U00000872
2025-03-06 22:00:25
81.86
White-Mejia Café
Transfer to account *6742
transfer
web
90.229.217.52
Josephfort, US
false
T0000030226
U00000872
2025-03-11 14:00:20
754.61
Patrick PLC Banking
Recurring payment to Patrick PLC Banking
subscription
pos
null
West Jordan, US
true
T0000030227
U00000872
2025-02-22 19:21:28
336.24
White-Mejia Café
Payment to White-Mejia Café
purchase
pos
null
New Tiffanymouth, US
false
T0000030228
U00000872
2025-02-12 04:53:41
3,036.89
Tapia-Lloyd Investments
Shopping at Tapia-Lloyd Investments
purchase
web
162.201.40.85
Rebeccastad, US
true
T0000030229
U00000872
2025-02-11 17:42:53
601.31
Phillips Group Shoes
Subscription renewal - Phillips Group Shoes
subscription
pos
null
Lake Kyleshire, US
false
T0000030230
U00000872
2025-01-29 10:42:34
320.07
Hernandez, Andrews and Waters Financial Advisors
Bank transfer to *7931
transfer
mobile
31.214.8.226
Barrettville, US
true
T0000030231
U00000872
2024-12-30 04:44:51
36.21
Mills, Higgins and Johnson Supermarket
Money transfer
transfer
mobile
97.37.175.190
North Alanchester, US
true
T0000030232
U00000872
2025-03-13 05:24:07
288.83
Espinoza-Turner Hotels
Money transfer
transfer
mobile
68.174.109.214
Mariaborough, US
false
T0000030233
U00000872
2025-02-02 21:41:12
105.37
Strickland-Cox Diner
Transfer to account *3867
transfer
web
113.146.245.153
Fryeland, US
false
T0000030234
U00000872
2025-02-25 16:20:35
311.18
Ramos Ltd Hardware
Payment to Ramos Ltd Hardware
purchase
web
110.151.69.37
Andersonhaven, US
false
T0000030235
U00000872
2025-01-23 19:31:54
170.59
Davis Ltd Pharmacy
Shopping at Davis Ltd Pharmacy
purchase
mobile
54.236.152.180
Floreschester, US
false
T0000030236
U00000872
2025-01-01 03:05:38
500.76
Wilson-Murray Investments
Transfer to account *8999
transfer
web
76.156.44.6
Paceview, US
false
T0000030237
U00000872
2025-02-13 07:48:46
252.89
Frazier, Peters and Rodriguez Steakhouse
Subscription renewal - Frazier, Peters and Rodriguez Steakhouse
subscription
atm
null
Charlesville, US
false
T0000030238
U00000872
2025-01-19 18:41:24
495.85
Phillips Group Shoes
Subscription renewal - Phillips Group Shoes
subscription
pos
null
Blevinsville, US
false
T0000030239
U00000872
2025-03-02 19:35:29
330.25
Davis Ltd Pharmacy
Transfer to account *5846
transfer
pos
null
Whiteton, US
false
T0000030240
U00000872
2025-03-02 18:20:50
852.94
Myers-Johnson Pharmacy
Monthly subscription - Myers-Johnson Pharmacy
subscription
web
4.174.129.57
Port Jacob, US
false
T0000030241
U00000872
2025-02-24 12:28:15
554.92
Phillips Group Shoes
Purchase at Phillips Group Shoes
purchase
atm
null
Zacharyberg, US
false
T0000030242
U00000872
2024-12-14 08:11:50
215.87
Ramos Ltd Hardware
Money transfer
transfer
mobile
149.142.112.219
Jamesside, US
false
T0000030243
U00000872
2025-03-05 23:55:51
66.78
Frazier, Peters and Rodriguez Steakhouse
Shopping at Frazier, Peters and Rodriguez Steakhouse
purchase
web
119.69.171.127
Lake Nathaniel, US
false
T0000030244
U00000872
2025-03-08 22:04:47
341.14
Ramos Ltd Hardware
ATM withdrawal
withdrawal
pos
null
Lake Belindaport, US
false
T0000030245
U00000872
2024-12-09 01:09:19
434.26
White-Mejia Café
Recurring payment to White-Mejia Café
subscription
web
35.96.156.47
Leonardton, US
false
T0000030246
U00000872
2025-02-18 18:44:06
49.55
White-Mejia Café
Subscription renewal - White-Mejia Café
subscription
pos
null
Michellestad, US
false
T0000030247
U00000872
2025-02-19 03:56:56
121.34
Becker-Eaton Pizzeria
ATM withdrawal
withdrawal
pos
null
Alexisview, US
false
T0000030248
U00000872
2025-03-13 14:48:12
546.27
Allison LLC Accessories
Recurring payment to Allison LLC Accessories
subscription
mobile
10.225.134.224
East Robertaview, US
false
T0000030249
U00000873
2025-03-06 18:40:04
443.97
Robinson Inc Electric Company
Cash withdrawal
withdrawal
atm
null
East Jacobtown, RU
false
T0000030250
U00000873
2025-03-08 17:47:17
123.81
Espinoza, Dixon and Duffy Vacation Rentals
Recurring payment to Espinoza, Dixon and Duffy Vacation Rentals
subscription
pos
null
East Travisport, RU
false
T0000030251
U00000873
2024-11-29 23:09:24
304.03
Espinoza, Dixon and Duffy Vacation Rentals
Shopping at Espinoza, Dixon and Duffy Vacation Rentals
purchase
pos
null
New Eric, RU
false
T0000030252
U00000873
2025-02-28 02:13:23
505.28
Costa-Johnson Tire Shop
Money transfer
transfer
mobile
114.144.179.186
Alexandershire, RU
false
T0000030253
U00000873
2025-03-01 06:51:30
129.27
Simpson-Stafford Vision Center
ATM withdrawal
withdrawal
mobile
104.101.124.202
Nathanbury, RU
false
T0000030254
U00000873
2025-02-22 13:52:11
192.11
Espinoza, Dixon and Duffy Vacation Rentals
Shopping at Espinoza, Dixon and Duffy Vacation Rentals
purchase
atm
null
Lake Nicole, RU
false
T0000030255
U00000873
2025-02-02 20:37:03
904.2
Estrada, Tran and Anderson Cinema
Cash withdrawal
withdrawal
web
85.231.115.154
Robertatown, RO
true
T0000030256
U00000873
2024-12-21 17:27:51
208.54
Alvarez Inc Hardware
ATM withdrawal [unusual location]
withdrawal
mobile
38.244.92.201
West Chris, BR
true
T0000030257
U00000873
2025-03-14 01:00:59
1,560.59
Smith and Sons Wellness Center
Recurring payment to Smith and Sons Wellness Center
subscription
web
87.136.224.25
Smithshire, RU
false
T0000030258
U00000873
2025-03-10 23:50:46
223.39
Simpson-Stafford Vision Center
Recurring payment to Simpson-Stafford Vision Center
subscription
web
70.114.99.216
New Victorialand, RU
false
T0000030259
U00000873
2025-01-15 01:51:16
269.03
Smith and Sons Wellness Center
Recurring payment to Smith and Sons Wellness Center
subscription
atm
null
Woodton, RU
false
T0000030260
U00000873
2025-02-13 05:09:02
689.2
Gibson-Valdez Car Wash
ATM withdrawal
withdrawal
atm
null
North Kim, RU
false
T0000030261
U00000873
2025-01-16 11:59:31
153.38
Costa-Johnson Tire Shop
Purchase at Costa-Johnson Tire Shop
purchase
pos
null
Molinabury, RU
false
T0000030262
U00000873
2025-02-25 04:49:48
125.69
Harvey, Wells and Davidson Gas Company
Purchase at Harvey, Wells and Davidson Gas Company
purchase
mobile
122.203.175.92
Loganburgh, RU
false
T0000030263
U00000873
2024-11-29 22:15:14
737.16
Smith and Sons Wellness Center
Cash withdrawal
withdrawal
mobile
147.120.72.23
Alexandriamouth, RU
false
T0000030264
U00000873
2025-03-06 06:07:11
860
Robinson Inc Electric Company
Transfer to account *5802
transfer
pos
null
New Paul, RU
false
T0000030265
U00000873
2025-02-05 14:52:20
184
Gibson-Valdez Car Wash
Transfer to account *2480
transfer
web
217.77.235.124
Ortizburgh, RU
false
T0000030266
U00000873
2025-03-10 23:41:13
98.29
Simpson-Stafford Vision Center
Monthly subscription - Simpson-Stafford Vision Center
subscription
mobile
111.177.135.48
Solomonburgh, RU
false
T0000030267
U00000874
2025-02-19 23:19:25
620.41
Morrison-Smith Sporting Goods
Bank transfer to *9295
transfer
mobile
208.90.242.208
Wellsville, US
false
T0000030268
U00000874
2024-11-08 05:42:57
609.56
Cox-Parker Gas Company
Cash withdrawal
withdrawal
mobile
140.127.14.244
North Gabrielside, US
false
T0000030269
U00000874
2025-02-16 16:10:54
470.18
Little-Harrison Dental Clinic
Monthly subscription - Little-Harrison Dental Clinic
subscription
atm
null
Lake Johnhaven, US
false
T0000030270
U00000874
2025-02-20 07:25:37
544.78
Mcdonald-Fox Hotels
Shopping at Mcdonald-Fox Hotels
purchase
pos
null
Port Erichaven, US
false
T0000030271
U00000874
2025-03-14 18:26:17
262.61
Mcdonald-Fox Hotels
Cash withdrawal
withdrawal
mobile
59.147.119.183
New Julie, US
false
T0000030272
U00000874
2025-02-28 08:12:59
258.49
Gamble and Sons Wellness Center
Cash withdrawal
withdrawal
web
3.159.147.111
Annetteview, US
false
T0000030273
U00000874
2025-01-18 10:15:04
1,399.7
Deleon-Maldonado Healthcare Services
Bank withdrawal
withdrawal
mobile
115.163.164.235
Port William, BR
true
T0000030274
U00000874
2025-01-21 02:20:30
674.21
Mcmillan Inc Cinema
Transfer to account *8863
transfer
atm
null
New Thomas, RO
true
T0000030275
U00000874
2025-01-07 23:10:12
148.89
Williams Group Insurance
Bank withdrawal
withdrawal
pos
null
North Katherinehaven, US
true
T0000030276
U00000874
2025-03-03 12:21:11
916.55
Hernandez and Sons Banking
Shopping at Hernandez and Sons Banking
purchase
web
177.121.69.173
New Randyfurt, CN
true
T0000030277
U00000874
2025-03-12 00:26:25
307.47
Smith Inc Gas Company
Cash withdrawal
withdrawal
web
17.114.140.53
Joseview, US
false
T0000030278
U00000874
2025-02-19 23:19:39
2,203
Vargas, Barnett and Schwartz Clothing
Payment to Vargas, Barnett and Schwartz Clothing
purchase
pos
null
Turnerland, US
false
T0000030279
U00000874
2025-02-05 12:16:40
506.46
Morris, Adams and Boone Phone Services
Payment to Morris, Adams and Boone Phone Services
purchase
mobile
183.148.110.230
South Apriltown, US
false
T0000030280
U00000874
2025-02-14 03:08:10
183.61
Morris, Adams and Boone Phone Services
Money transfer
transfer
pos
null
North Michaelchester, US
false
T0000030281
U00000874
2024-10-16 14:38:48
218.86
Morris, Adams and Boone Phone Services
Cash withdrawal
withdrawal
mobile
149.116.81.127
Cookberg, US
false
T0000030282
U00000874
2025-01-07 14:18:28
109.86
Cox-Parker Gas Company
Recurring payment to Cox-Parker Gas Company
subscription
mobile
149.222.95.165
Lake Travis, US
false
T0000030283
U00000874
2025-02-11 08:33:48
287.06
Miller-Brown Mobile
Transfer to account *8044
transfer
mobile
103.0.193.20
Garciachester, US
false
T0000030284
U00000874
2025-03-11 22:45:56
150.37
Rhodes-Anderson Concert Hall
ATM withdrawal
withdrawal
mobile
140.241.37.86
New Anthonyberg, US
false
T0000030285
U00000874
2025-02-27 17:32:41
251.01
Morris, Adams and Boone Phone Services
Bought items at Morris, Adams and Boone Phone Services
purchase
web
196.141.66.205
North Gabrielleborough, US
false
T0000030286
U00000874
2025-02-11 23:00:45
856.8
Rogers, Allen and Fitzgerald Organic Foods
Recurring payment to Rogers, Allen and Fitzgerald Organic Foods
subscription
mobile
89.227.4.186
Port Allison, US
false
T0000030287
U00000874
2025-03-13 22:00:58
163.18
Morris, Adams and Boone Phone Services
Bank transfer to *2704
transfer
atm
null
North Michael, US
false
T0000030288
U00000874
2025-02-12 01:38:28
87.81
Sanchez, Smith and Ayala Mobile
Payment to Sanchez, Smith and Ayala Mobile
purchase
mobile
170.115.15.127
North Michaelmouth, US
false
T0000030289
U00000874
2025-03-12 04:54:01
341.87
Barr PLC Software
Payment to Barr PLC Software
purchase
pos
null
Lake Brianabury, US
false
T0000030290
U00000874
2024-10-28 22:12:02
110.23
Little-Harrison Dental Clinic
Shopping at Little-Harrison Dental Clinic
purchase
mobile
217.109.142.140
East Charles, US
false
T0000030291
U00000874
2025-02-11 13:16:27
216.24
Morris, Adams and Boone Phone Services
Cash withdrawal
withdrawal
web
92.131.145.122
North Jonathan, US
false
T0000030292
U00000874
2025-02-05 21:46:43
162.63
Murray, Quinn and Lopez Travel Booking
Payment to Murray, Quinn and Lopez Travel Booking
purchase
web
50.106.23.106
Garzamouth, US
false
T0000030293
U00000874
2025-03-07 20:12:56
97.36
Mcdonald-Fox Hotels
Subscription renewal - Mcdonald-Fox Hotels
subscription
mobile
107.46.214.9
New Nancyport, US
false
T0000030294
U00000874
2024-12-28 21:25:18
723.24
Cox-Parker Gas Company
Monthly subscription - Cox-Parker Gas Company
subscription
mobile
175.2.177.3
Vaughnstad, US
false
T0000030295
U00000874
2025-03-05 06:59:09
3,745.67
Thomas, Knox and Perez Medical Center
Transfer to account *536
transfer
mobile
156.78.247.179
Morganfort, RU
true
T0000030296
U00000874
2024-12-30 08:39:36
147.3
Morris, Adams and Boone Phone Services
Money transfer
transfer
web
47.134.106.128
Karenshire, US
false
T0000030297
U00000874
2025-01-27 02:05:34
285.58
Mcdonald-Fox Hotels
Bank transfer to *460
transfer
mobile
205.14.121.227
Victoriahaven, US
false
T0000030298
U00000874
2025-03-13 15:36:13
310.45
Mcdonald-Fox Hotels
ATM withdrawal
withdrawal
mobile
32.84.182.58
New Kristinafort, US
false
T0000030299
U00000874
2025-03-01 07:21:39
192.45
Lloyd and Sons Gas Company
Purchase at Lloyd and Sons Gas Company
purchase
mobile
67.34.20.123
Thomasstad, US
false