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
T0000004000
U00000113
2025-01-28 14:00:31
1,046.34
Kim, Freeman and Sanders Accessories
Bank withdrawal
withdrawal
mobile
47.57.104.81
West Paulview, CN
false
T0000004001
U00000113
2025-02-04 06:02:36
444.98
Guzman, Austin and Velazquez Travel Booking
Cash withdrawal
withdrawal
pos
null
Robertfort, CN
false
T0000004002
U00000113
2025-02-26 12:38:02
1,020.58
Olson and Sons Farmers Market
Money transfer
transfer
atm
null
Dixonfort, CN
false
T0000004003
U00000113
2024-12-24 12:08:09
403.72
Romero, Valdez and Ray Cruise Lines
Bank transfer to *8576
transfer
web
91.180.1.81
Hannahstad, CN
false
T0000004004
U00000113
2025-03-01 00:10:43
555.12
Graham, Marshall and Macias Cable TV
ATM withdrawal
withdrawal
mobile
205.254.241.212
Port Christina, CN
false
T0000004005
U00000113
2025-02-25 13:24:03
1,202.65
Lynn Ltd Dental Clinic
Monthly subscription - Lynn Ltd Dental Clinic
subscription
mobile
218.194.3.134
Port Georgehaven, CN
false
T0000004006
U00000113
2025-02-01 06:41:42
124.54
Green-Reid Grocery
Monthly subscription - Green-Reid Grocery
subscription
mobile
99.232.95.7
South Luke, CN
false
T0000004007
U00000113
2024-12-30 00:19:35
901.74
Martinez-Buckley Mobile
Recurring payment to Martinez-Buckley Mobile
subscription
pos
null
Munozmouth, CN
false
T0000004008
U00000113
2025-02-28 05:32:19
765.97
Romero, Valdez and Ray Cruise Lines
Shopping at Romero, Valdez and Ray Cruise Lines
purchase
atm
null
West Stephenburgh, CN
false
T0000004009
U00000113
2025-03-03 04:00:55
263.75
Brady and Sons Phone Services
Money transfer
transfer
mobile
92.200.170.106
East George, CN
false
T0000004010
U00000113
2025-01-28 22:40:38
1,712.22
Howard-Jones Cable TV
Purchase at Howard-Jones Cable TV
purchase
mobile
67.181.213.191
Robertfort, CN
false
T0000004011
U00000113
2025-03-05 02:28:13
1,400.29
Graham, Marshall and Macias Cable TV
Transfer to account *6148
transfer
pos
null
Candicemouth, CN
false
T0000004012
U00000113
2024-12-29 12:43:58
1,096.58
Bowers Ltd Medical Center
Shopping at Bowers Ltd Medical Center
purchase
mobile
155.11.183.193
Lake Alejandro, CN
false
T0000004013
U00000113
2025-03-02 10:07:41
727.07
Russo PLC Insurance
Bought items at Russo PLC Insurance
purchase
mobile
101.21.161.254
Lake Valeriebury, CN
false
T0000004014
U00000113
2025-02-05 23:29:00
502.13
Romero, Valdez and Ray Cruise Lines
Payment to Romero, Valdez and Ray Cruise Lines
purchase
pos
null
Murphyville, CN
false
T0000004015
U00000113
2025-02-05 17:27:04
251.86
Guzman, Austin and Velazquez Travel Booking
Bank transfer to *8595
transfer
pos
null
Josephmouth, CN
false
T0000004016
U00000113
2025-03-07 08:51:24
887.68
Ramsey-Gonzalez Accessories
Bank withdrawal
withdrawal
mobile
71.77.93.185
North Charles, CN
false
T0000004017
U00000113
2025-02-05 22:04:48
914.46
Lynn Ltd Dental Clinic
ATM withdrawal
withdrawal
pos
null
East Kimberly, CN
false
T0000004018
U00000113
2025-03-12 16:30:19
777.02
Romero, Valdez and Ray Cruise Lines
Monthly subscription - Romero, Valdez and Ray Cruise Lines
subscription
web
9.21.150.233
Parkerberg, CN
false
T0000004019
U00000113
2025-02-23 05:46:03
726.13
Lynn Ltd Dental Clinic
Transfer to account *8689
transfer
web
162.193.36.38
New Davidberg, CN
false
T0000004020
U00000113
2025-03-11 16:55:22
340.54
Carter LLC Concert Hall
Purchase at Carter LLC Concert Hall
purchase
mobile
134.73.11.100
West Randall, CN
false
T0000004021
U00000113
2025-03-02 22:40:49
362.73
Guzman, Austin and Velazquez Travel Booking
Bought items at Guzman, Austin and Velazquez Travel Booking
purchase
mobile
206.25.71.92
Ryanview, CN
false
T0000004022
U00000113
2025-03-13 12:42:08
1,665.05
Kaufman LLC Internet Provider
Bought items at Kaufman LLC Internet Provider
purchase
web
210.52.51.232
South Christinaton, CN
false
T0000004023
U00000113
2025-01-07 07:25:37
2,331.67
Allen PLC Healthcare Services
Bank transfer to *4519
transfer
mobile
19.143.57.124
New Seth, CN
false
T0000004024
U00000113
2024-12-26 09:17:35
679.63
Allen PLC Healthcare Services
Bank withdrawal
withdrawal
pos
null
Cheyenneberg, CN
false
T0000004025
U00000113
2025-03-05 02:04:38
542.12
Martinez-Buckley Mobile
Transfer to account *8143
transfer
web
161.33.234.248
Port Yolandastad, CN
false
T0000004026
U00000113
2025-02-27 15:41:30
275.77
Romero, Valdez and Ray Cruise Lines
Bought items at Romero, Valdez and Ray Cruise Lines
purchase
web
70.11.99.112
South Josemouth, CN
false
T0000004027
U00000113
2025-01-04 10:49:58
576.31
Guzman, Austin and Velazquez Travel Booking
Payment to Guzman, Austin and Velazquez Travel Booking
purchase
mobile
166.153.60.77
Michelleberg, CN
false
T0000004028
U00000113
2025-03-05 21:39:24
1,550.1
Romero, Valdez and Ray Cruise Lines
Money transfer
transfer
web
6.152.60.36
South Raymond, CN
false
T0000004029
U00000113
2025-01-31 00:30:09
407.17
Martinez-Buckley Mobile
Bank withdrawal
withdrawal
pos
null
South Anthonyside, CN
false
T0000004030
U00000113
2025-01-27 08:27:34
337.08
Graham, Marshall and Macias Cable TV
Cash withdrawal
withdrawal
web
74.97.127.94
Port Chelsea, CN
false
T0000004031
U00000113
2025-02-24 15:34:20
929.18
Graham, Marshall and Macias Cable TV
Money transfer
transfer
mobile
3.162.136.222
Lake Carlos, CN
false
T0000004032
U00000113
2025-03-11 23:59:23
56.97
Garcia-Jones Cruise Lines
Cash withdrawal
withdrawal
mobile
201.246.121.179
West Phillip, RO
true
T0000004033
U00000113
2025-03-12 12:23:04
195.12
Vargas, Kelley and Ashley Electric Company
ATM withdrawal
withdrawal
web
35.137.92.162
Leefurt, CN
false
T0000004034
U00000114
2025-02-24 19:11:51
519.46
Lee, Aguilar and Bishop Market
Bought items at Lee, Aguilar and Bishop Market
purchase
web
49.134.226.118
West Ronaldchester, GB
false
T0000004035
U00000114
2025-01-05 23:26:58
1,309.4
Johnson and Sons Supermarket
Monthly subscription - Johnson and Sons Supermarket
subscription
mobile
88.99.47.129
North Alisontown, GB
false
T0000004036
U00000114
2025-02-24 23:43:48
963.48
Yang, Gonzalez and Cole Healthcare Services
Monthly subscription - Yang, Gonzalez and Cole Healthcare Services
subscription
mobile
107.226.182.37
Gordonchester, GB
false
T0000004037
U00000114
2025-03-08 01:24:54
369.16
Lee, Aguilar and Bishop Market
ATM withdrawal
withdrawal
mobile
137.93.214.161
East Michaelstad, GB
false
T0000004038
U00000114
2024-12-22 15:27:09
164.04
Lindsey-Berry Investments
Monthly subscription - Lindsey-Berry Investments
subscription
web
215.255.7.170
Lake Brandy, GB
false
T0000004039
U00000114
2025-02-27 15:58:47
450.31
Lee, Aguilar and Bishop Market
Purchase at Lee, Aguilar and Bishop Market
purchase
mobile
45.63.133.240
Port Erica, GB
false
T0000004040
U00000114
2025-01-26 16:36:39
472.83
Lee, Aguilar and Bishop Market
Payment to Lee, Aguilar and Bishop Market
purchase
atm
null
Debraview, GB
false
T0000004041
U00000114
2025-02-24 00:18:41
236.59
Wilson, Alexander and Thornton Bistro
Money transfer
transfer
web
187.57.92.119
Lake Paula, GB
false
T0000004042
U00000114
2025-02-23 22:22:40
907.35
Howard, Griffith and Davis Pizzeria
Bank transfer to *8119
transfer
web
60.251.6.222
West Kayla, GB
false
T0000004043
U00000114
2025-03-10 02:56:53
310.94
Watkins-Orr Tax Services
Transfer to account *2858
transfer
web
111.35.144.187
Kendraport, GB
false
T0000004044
U00000114
2025-03-04 07:08:42
961.82
Warren, Hughes and Harding Medical Center
Recurring payment to Warren, Hughes and Harding Medical Center
subscription
mobile
160.21.155.164
Josephbury, GB
true
T0000004045
U00000114
2025-02-06 12:24:15
336.45
Lee, Aguilar and Bishop Market
Subscription renewal - Lee, Aguilar and Bishop Market
subscription
mobile
62.108.20.228
Hillhaven, GB
false
T0000004046
U00000114
2024-12-16 11:37:25
493.59
Watkins-Orr Tax Services
ATM withdrawal
withdrawal
mobile
79.182.213.77
North Kayla, GB
false
T0000004047
U00000114
2025-01-27 20:33:43
2,184.03
Christensen, Wolf and Harris Internet Provider
Shopping at Christensen, Wolf and Harris Internet Provider
purchase
pos
null
New Candiceport, GB
false
T0000004048
U00000114
2025-02-25 02:14:45
768.25
Pace PLC Auto Service
Monthly subscription - Pace PLC Auto Service
subscription
mobile
97.123.208.177
Cooperville, GB
false
T0000004049
U00000114
2025-02-22 13:46:21
1,071.32
Lee, Aguilar and Bishop Market
Subscription renewal - Lee, Aguilar and Bishop Market
subscription
mobile
161.251.22.128
Gwendolynland, GB
false
T0000004050
U00000114
2025-02-04 07:06:21
5,910.07
Jenkins-Wheeler Concert Hall
Cash withdrawal [unusual location]
withdrawal
web
89.251.61.151
Woodmouth, RU
true
T0000004051
U00000114
2025-02-14 18:05:58
2,294.72
Lee, Aguilar and Bishop Market
Subscription renewal - Lee, Aguilar and Bishop Market
subscription
mobile
56.97.110.154
East Colinfurt, GB
false
T0000004052
U00000114
2024-12-05 10:37:07
2,537.15
Lindsey-Berry Investments
Recurring payment to Lindsey-Berry Investments
subscription
web
58.56.11.111
Port Branditown, GB
false
T0000004053
U00000114
2025-02-04 06:31:59
1,071.55
Buck PLC Grocery
Shopping at Buck PLC Grocery
purchase
atm
null
New Sherri, GB
false
T0000004054
U00000114
2025-02-22 19:57:51
293.65
Lee, Aguilar and Bishop Market
Cash withdrawal
withdrawal
web
96.104.64.197
Miguelview, GB
false
T0000004055
U00000114
2025-02-17 03:19:40
6,697.18
Cole Group Airlines
Bank withdrawal
withdrawal
pos
null
North Gabrielshire, RU
true
T0000004056
U00000114
2025-02-26 17:50:41
278.2
Schmidt, Bradshaw and Kim Theme Park
Monthly subscription - Schmidt, Bradshaw and Kim Theme Park
subscription
pos
null
South Deborah, GB
false
T0000004057
U00000114
2025-01-14 23:00:15
217.07
Malone-Collins Organic Foods
Purchase at Malone-Collins Organic Foods
purchase
atm
null
Stevenside, GB
false
T0000004058
U00000114
2025-02-08 14:45:36
6,053.31
Patrick and Sons Gas Company
Subscription renewal - Patrick and Sons Gas Company
subscription
mobile
13.44.244.6
Sanchezburgh, GB
true
T0000004059
U00000114
2025-03-09 20:06:36
664.49
Lindsey-Berry Investments
Bank transfer to *485
transfer
mobile
221.155.141.198
Mooretown, GB
false
T0000004060
U00000114
2025-02-25 04:54:46
362.76
Buck PLC Grocery
Bought items at Buck PLC Grocery
purchase
mobile
180.189.129.222
Johnnymouth, GB
false
T0000004061
U00000114
2025-03-08 10:58:15
586.76
Duke-Matthews Department Store
Subscription renewal - Duke-Matthews Department Store
subscription
pos
null
New Kathleenmouth, GB
false
T0000004062
U00000114
2025-03-06 20:34:21
364.42
Lindsey-Berry Investments
Purchase at Lindsey-Berry Investments
purchase
pos
null
East Curtisstad, GB
false
T0000004063
U00000114
2025-03-06 08:18:35
262.38
Lee, Aguilar and Bishop Market
Monthly subscription - Lee, Aguilar and Bishop Market
subscription
web
129.186.5.218
Jimenezside, GB
false
T0000004064
U00000114
2025-02-10 06:14:46
395.84
Johnson and Sons Supermarket
Bank transfer to *8070
transfer
pos
null
North Kristy, GB
false
T0000004065
U00000114
2025-01-07 22:07:45
425.69
Johnson and Sons Supermarket
Shopping at Johnson and Sons Supermarket
purchase
web
158.187.95.236
Ariasfort, GB
false
T0000004066
U00000114
2025-02-27 20:33:14
397.44
Stevens Group Supermarket
Bank transfer to *3963
transfer
pos
null
North Angela, GB
false
T0000004067
U00000114
2025-03-07 18:48:46
499.01
Watkins-Orr Tax Services
Purchase at Watkins-Orr Tax Services
purchase
web
9.234.247.90
West Brandon, GB
false
T0000004068
U00000114
2025-03-10 08:28:53
223.59
Watkins-Orr Tax Services
Shopping at Watkins-Orr Tax Services
purchase
mobile
149.227.228.136
Stephanieshire, GB
false
T0000004069
U00000114
2025-03-02 16:36:31
370.55
Lindsey-Berry Investments
Monthly subscription - Lindsey-Berry Investments
subscription
web
178.158.51.229
Port Patrick, GB
false
T0000004070
U00000114
2024-11-12 13:06:59
7,684.94
Robertson, Holt and Salas Steakhouse
ATM withdrawal
withdrawal
mobile
208.158.55.172
Jacksonside, GB
true
T0000004071
U00000114
2025-03-14 05:16:34
809.59
Rodriguez-Ayala Travel Agency
Money transfer
transfer
web
220.77.251.136
Dennisbury, GB
false
T0000004072
U00000114
2025-03-07 16:30:36
200.84
Gonzalez Inc Department Store
Bank transfer to *4756
transfer
web
180.246.171.142
Willisland, GB
false
T0000004073
U00000114
2025-03-11 18:50:12
573.84
Villarreal LLC Cable TV
Monthly subscription - Villarreal LLC Cable TV
subscription
web
217.176.185.71
South William, GB
false
T0000004074
U00000114
2025-03-09 22:41:40
89.09
Rodriguez-Ayala Travel Agency
Money transfer
transfer
pos
null
Beltranland, GB
false
T0000004075
U00000114
2025-02-28 18:14:52
53.46
Adams, Ballard and Marquez Computers
Transfer to account *9072
transfer
mobile
96.39.19.200
Port Mark, GB
false
T0000004076
U00000114
2025-02-23 13:56:13
739.47
Mcclain, Steele and Davis Hotels
Bank transfer to *5739
transfer
mobile
42.2.40.128
Cristinaburgh, GB
false
T0000004077
U00000114
2025-01-27 14:31:28
98.3
Brooks LLC Theater
ATM withdrawal
withdrawal
mobile
12.13.18.187
New Kayla, GB
false
T0000004078
U00000114
2025-03-01 13:39:15
1,056.93
Donovan, Thompson and Hill Digital Services
Purchase at Donovan, Thompson and Hill Digital Services
purchase
web
62.101.210.121
New Jasonport, GB
false
T0000004079
U00000114
2025-03-01 05:43:27
333.05
Johnson and Sons Supermarket
Recurring payment to Johnson and Sons Supermarket
subscription
mobile
23.3.31.173
Samanthafort, GB
false
T0000004080
U00000114
2024-12-29 06:02:09
407.79
Lindsey-Berry Investments
Payment to Lindsey-Berry Investments
purchase
pos
null
Kevinbury, GB
false
T0000004081
U00000114
2025-03-01 06:43:46
312.91
Hoover Ltd Home Goods
Bank withdrawal
withdrawal
web
99.57.224.24
Smithshire, GB
false
T0000004082
U00000114
2024-12-30 03:02:57
1,611.72
Bowers-Owens Hardware
Shopping at Bowers-Owens Hardware [unusual location]
purchase
web
19.53.122.214
Hansenton, GB
true
T0000004083
U00000114
2025-03-12 20:08:13
464.05
Lindsey-Berry Investments
Transfer to account *417
transfer
mobile
13.88.40.85
Reynoldsside, GB
false
T0000004084
U00000114
2025-03-03 16:34:49
687.09
Anderson-Estes Car Wash
Bank transfer to *3739
transfer
atm
null
Rebekahland, GB
false
T0000004085
U00000114
2025-01-14 04:17:01
327.61
Johnson and Sons Supermarket
Bought items at Johnson and Sons Supermarket
purchase
pos
null
South Brandonport, GB
false
T0000004086
U00000114
2025-02-10 18:03:00
998.62
Buck PLC Grocery
Purchase at Buck PLC Grocery
purchase
mobile
116.69.25.141
West Amyland, GB
false
T0000004087
U00000114
2025-03-11 14:50:19
137.5
Watkins-Orr Tax Services
Purchase at Watkins-Orr Tax Services
purchase
pos
null
Port William, GB
false
T0000004088
U00000114
2025-02-09 08:20:49
258.88
Butler, Martin and Franco Shoes
Payment to Butler, Martin and Franco Shoes
purchase
pos
null
South Michelleland, GB
false
T0000004089
U00000114
2025-03-02 21:28:42
1,456.52
Reed, Porter and Johnson Clothing
Bank withdrawal
withdrawal
pos
null
West Jeremiahside, GB
false
T0000004090
U00000114
2025-02-05 22:10:16
87.52
Ruiz PLC Pizzeria
Purchase at Ruiz PLC Pizzeria
purchase
mobile
192.91.76.161
Smithstad, GB
false
T0000004091
U00000115
2025-02-16 01:29:59
1,625.19
Bonilla-Daniels Tech
Payment to Bonilla-Daniels Tech
purchase
atm
null
New Sylvia, RU
true
T0000004092
U00000115
2025-03-13 15:45:17
119.08
Richmond-Morgan Auto Service
Shopping at Richmond-Morgan Auto Service
purchase
mobile
116.201.15.65
Port Dylanport, US
false
T0000004093
U00000115
2025-02-16 15:32:31
110.43
Harrington-Lopez Digital Services
Shopping at Harrington-Lopez Digital Services
purchase
mobile
44.6.187.126
New Brendatown, US
false
T0000004094
U00000115
2025-03-05 22:47:37
145.42
Pollard, Young and Goodwin Entertainment Complex
Subscription renewal - Pollard, Young and Goodwin Entertainment Complex
subscription
mobile
48.2.33.246
Stephaniefort, US
false
T0000004095
U00000115
2025-03-06 10:36:50
205.76
Lopez and Sons Travel Booking
Money transfer
transfer
web
70.56.77.156
Palmertown, US
false
T0000004096
U00000116
2025-03-13 16:15:07
307.85
Pierce-Barron Water Services
Bought items at Pierce-Barron Water Services
purchase
mobile
166.162.76.72
East Sheriville, JP
false
T0000004097
U00000116
2025-01-23 20:10:58
432.92
Parker-Meza Car Rental
Money transfer
transfer
mobile
19.216.5.167
West Darlene, JP
false
T0000004098
U00000116
2025-03-11 15:38:27
497.81
Guerrero-Quinn Entertainment Complex
Bank withdrawal
withdrawal
pos
null
Millerhaven, JP
false
T0000004099
U00000116
2025-01-22 08:18:04
182.26
Fitzgerald, Santos and Wallace Café
Bought items at Fitzgerald, Santos and Wallace Café
purchase
web
181.163.146.42
Sherryside, JP
false