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
T0000029300
U00000848
2025-03-10 01:54:36
737.51
Kelley, Wilson and Jones Phone Services
Recurring payment to Kelley, Wilson and Jones Phone Services
subscription
atm
null
Apriltown, IN
false
T0000029301
U00000848
2024-12-31 20:22:24
674.68
Quinn Inc Car Dealership
Bank transfer to *343
transfer
mobile
138.127.85.146
New Stephanie, IN
false
T0000029302
U00000848
2025-02-25 23:32:05
242.79
Malone, Hernandez and Green Wellness Center
Transfer to account *8140
transfer
mobile
2.180.34.111
Larryport, IN
false
T0000029303
U00000848
2025-03-03 00:49:16
230.61
Frazier Inc Gas Company
Bank transfer to *5102
transfer
pos
null
Heathton, IN
false
T0000029304
U00000848
2025-02-15 18:25:53
659.81
Morales Ltd Financial Services
Bank withdrawal
withdrawal
web
77.113.172.78
East Allison, IN
false
T0000029305
U00000848
2025-02-06 19:41:10
323.46
Frazier Inc Gas Company
Monthly subscription - Frazier Inc Gas Company
subscription
atm
null
Carterport, IN
false
T0000029306
U00000848
2025-03-10 00:39:56
112.68
Lewis, Austin and Salinas Computers
Money transfer
transfer
web
48.53.216.201
East Cynthiamouth, IN
false
T0000029307
U00000848
2025-01-12 16:38:57
264.75
Lewis, Austin and Salinas Computers
Recurring payment to Lewis, Austin and Salinas Computers
subscription
pos
null
Sarahberg, IN
false
T0000029308
U00000848
2025-03-12 09:34:37
142.72
Lewis, Austin and Salinas Computers
Bank transfer to *270
transfer
mobile
70.74.14.187
New Gabriel, IN
false
T0000029309
U00000848
2025-02-01 22:44:29
147.27
Lewis, Austin and Salinas Computers
ATM withdrawal
withdrawal
mobile
13.98.195.122
South Brian, IN
false
T0000029310
U00000848
2025-01-30 20:21:56
3,726.84
Jones-Lee Investments
Bank withdrawal [unusual location]
withdrawal
mobile
129.8.185.78
Pattersonborough, IN
true
T0000029311
U00000848
2024-12-19 04:16:56
470.57
Diaz-Velasquez Insurance
Transfer to account *7609
transfer
web
81.64.78.13
New Monica, IN
false
T0000029312
U00000848
2025-01-21 21:32:09
939.19
Frazier Inc Gas Company
Cash withdrawal
withdrawal
pos
null
North Kim, IN
false
T0000029313
U00000848
2024-12-24 01:34:08
804.8
Diaz-Velasquez Insurance
Purchase at Diaz-Velasquez Insurance
purchase
pos
null
New Amystad, IN
false
T0000029314
U00000848
2025-03-06 07:36:38
647.12
Roberson-Sanchez Airlines
Shopping at Roberson-Sanchez Airlines
purchase
mobile
130.114.116.168
South Aaron, IN
false
T0000029315
U00000848
2025-03-13 14:37:41
596.67
Lewis, Austin and Salinas Computers
Cash withdrawal
withdrawal
pos
null
North Jennifer, IN
false
T0000029316
U00000848
2025-01-31 01:39:26
5,268.35
Morrison, Scott and Lopez Accessories
Transfer to account *3592
transfer
mobile
57.163.3.231
Banksbury, RU
true
T0000029317
U00000848
2025-03-07 09:41:42
365.23
Rodriguez PLC Sporting Goods
Bank withdrawal
withdrawal
web
44.70.243.70
Medinafurt, IN
false
T0000029318
U00000848
2025-01-31 12:46:01
672.56
Kelley, Wilson and Jones Phone Services
Transfer to account *5578
transfer
web
51.239.31.82
Lake Leslie, IN
false
T0000029319
U00000848
2025-03-05 15:21:26
196.31
Morrow and Sons Banking
ATM withdrawal
withdrawal
web
7.111.90.11
Jonesshire, IN
false
T0000029320
U00000849
2025-03-06 15:02:33
4,923.38
Perez, Fox and Stephens Cinema
Cash withdrawal
withdrawal
mobile
121.221.247.149
Amandaside, FR
false
T0000029321
U00000849
2025-03-06 20:45:53
1,079.22
Chen, Johnston and Brown Electronics
Payment to Chen, Johnston and Brown Electronics
purchase
mobile
53.123.167.220
East Julie, CN
true
T0000029322
U00000849
2025-03-02 18:19:46
275.64
Williams, Hall and Wagner Tax Services
Purchase at Williams, Hall and Wagner Tax Services
purchase
web
223.165.97.40
East Troyfurt, FR
false
T0000029323
U00000849
2025-01-30 00:02:36
624.95
Williams, Hall and Wagner Tax Services
Transfer to account *7182
transfer
atm
null
South Johnborough, FR
false
T0000029324
U00000849
2025-02-05 19:37:39
849.34
Middleton Ltd Hardware
Recurring payment to Middleton Ltd Hardware
subscription
mobile
163.169.255.217
Lake Allisonburgh, FR
false
T0000029325
U00000849
2025-03-11 18:54:28
881.82
Perez, Fox and Stephens Cinema
Bank transfer to *7373
transfer
pos
null
Lake Matthewville, FR
false
T0000029326
U00000849
2025-02-06 05:39:00
165.81
Middleton Ltd Hardware
Money transfer
transfer
web
142.195.73.35
Lake Stephanieburgh, FR
false
T0000029327
U00000849
2025-03-05 10:36:34
800.63
Middleton Ltd Hardware
Bank transfer to *8744
transfer
web
161.140.97.87
Port Denisebury, FR
false
T0000029328
U00000849
2025-01-31 08:57:05
142.4
Middleton Ltd Hardware
Payment to Middleton Ltd Hardware
purchase
mobile
223.175.169.43
West Johnmouth, FR
false
T0000029329
U00000849
2025-02-14 06:10:52
387.19
Turner and Sons Home Goods
Money transfer
transfer
web
24.134.47.226
West Lisa, FR
false
T0000029330
U00000849
2025-02-12 09:30:39
1,316.38
Sparks-Walker Sporting Goods
Monthly subscription - Sparks-Walker Sporting Goods
subscription
web
46.41.204.218
Harrisstad, FR
false
T0000029331
U00000849
2025-02-28 18:31:39
105.56
Foster Inc Car Wash
Recurring payment to Foster Inc Car Wash [unusual merchant]
subscription
web
87.50.6.212
Taraville, FR
true
T0000029332
U00000849
2025-03-11 05:40:33
227.75
Perez, Fox and Stephens Cinema
Cash withdrawal
withdrawal
mobile
176.187.103.76
South Ruben, FR
false
T0000029333
U00000849
2025-02-23 06:49:20
129.14
Middleton Ltd Hardware
Money transfer
transfer
mobile
120.40.239.42
South Ryanview, FR
false
T0000029334
U00000849
2024-11-01 08:46:23
219.46
Sparks-Walker Sporting Goods
Recurring payment to Sparks-Walker Sporting Goods
subscription
mobile
188.43.113.9
Port Martha, FR
false
T0000029335
U00000849
2025-01-17 20:51:31
180.48
Middleton Ltd Hardware
Monthly subscription - Middleton Ltd Hardware
subscription
mobile
83.171.12.152
Dianechester, FR
false
T0000029336
U00000849
2025-01-26 09:06:43
984.42
Joseph Inc Travel Booking
Cash withdrawal
withdrawal
pos
null
West Katherineport, RO
true
T0000029337
U00000849
2025-03-09 17:25:41
262.34
Jackson-Fowler Car Wash
Money transfer
transfer
web
81.22.54.225
New Leahton, FR
false
T0000029338
U00000849
2025-02-15 23:12:45
483.35
Ramos-Thomas Computers
Bank withdrawal
withdrawal
pos
null
Lake Barbara, FR
false
T0000029339
U00000849
2025-03-01 15:59:03
485.24
Williams, Hall and Wagner Tax Services
Bank transfer to *5308
transfer
web
197.220.131.94
West Nina, FR
false
T0000029340
U00000849
2025-03-03 07:40:15
274.29
Perez, Fox and Stephens Cinema
ATM withdrawal
withdrawal
mobile
181.95.135.128
Randyborough, FR
false
T0000029341
U00000849
2025-02-26 01:29:13
419.27
Lamb-Reid Banking
Money transfer
transfer
pos
null
Lake Jessica, FR
false
T0000029342
U00000849
2025-02-09 23:12:04
158.79
Sparks-Walker Sporting Goods
Recurring payment to Sparks-Walker Sporting Goods
subscription
web
11.194.40.240
Andrewburgh, FR
false
T0000029343
U00000849
2024-12-03 18:00:13
392.19
Perez, Fox and Stephens Cinema
Recurring payment to Perez, Fox and Stephens Cinema
subscription
pos
null
Elizabethview, FR
false
T0000029344
U00000849
2025-02-26 08:11:24
225.99
Sparks-Walker Sporting Goods
Cash withdrawal
withdrawal
mobile
39.80.35.28
Romanville, FR
false
T0000029345
U00000849
2024-12-24 17:10:50
1,080.88
Williams, Hall and Wagner Tax Services
Bought items at Williams, Hall and Wagner Tax Services
purchase
web
192.128.39.141
Tonyville, FR
false
T0000029346
U00000849
2024-12-17 14:25:57
156.96
Middleton Ltd Hardware
Shopping at Middleton Ltd Hardware
purchase
web
157.186.32.245
Port Julian, FR
false
T0000029347
U00000849
2025-02-26 12:36:11
1,174.6
Williams, Hall and Wagner Tax Services
Monthly subscription - Williams, Hall and Wagner Tax Services
subscription
pos
null
Port Jo, FR
false
T0000029348
U00000849
2025-03-01 06:32:58
240.56
Williams, Hall and Wagner Tax Services
Recurring payment to Williams, Hall and Wagner Tax Services
subscription
mobile
20.99.177.221
North Howard, FR
false
T0000029349
U00000849
2025-01-23 21:52:46
35.79
Perez, Fox and Stephens Cinema
Purchase at Perez, Fox and Stephens Cinema
purchase
pos
null
Martinhaven, FR
false
T0000029350
U00000849
2025-02-20 22:10:38
1,730.54
Middleton Ltd Hardware
Recurring payment to Middleton Ltd Hardware
subscription
web
4.143.55.37
Johnfurt, FR
false
T0000029351
U00000849
2025-03-09 16:34:46
310.92
Jackson Group Grocery
Subscription renewal - Jackson Group Grocery
subscription
pos
null
Lake Kristinaburgh, FR
false
T0000029352
U00000849
2025-02-19 05:46:43
129.38
Sparks-Walker Sporting Goods
Transfer to account *3201
transfer
web
147.72.9.230
Port Cynthiaborough, FR
false
T0000029353
U00000849
2025-02-20 11:41:22
421.5
Middleton Ltd Hardware
Recurring payment to Middleton Ltd Hardware
subscription
pos
null
Warrenside, FR
false
T0000029354
U00000849
2025-02-10 21:52:35
249.91
Middleton Ltd Hardware
Purchase at Middleton Ltd Hardware
purchase
mobile
56.93.246.151
Michelletown, FR
false
T0000029355
U00000849
2025-02-02 13:59:38
302.34
Russell, Roberts and Jones Organic Foods
Bank withdrawal
withdrawal
mobile
174.228.153.157
Boydburgh, FR
false
T0000029356
U00000850
2025-03-06 09:24:11
99.26
Klein Group Farmers Market
Bank transfer to *5572
transfer
web
48.68.246.192
North Joshua, US
false
T0000029357
U00000850
2025-03-06 15:30:11
280.49
Chase, Reed and Reynolds Cruise Lines
Money transfer
transfer
mobile
144.184.135.135
South Todd, US
false
T0000029358
U00000850
2025-02-18 20:13:11
700.1
Chase, Reed and Reynolds Cruise Lines
Money transfer
transfer
pos
null
North Tylerburgh, US
false
T0000029359
U00000850
2025-01-16 18:01:48
929.78
Bullock and Sons Shoes
Transfer to account *3112
transfer
pos
null
New Kimberlyville, US
false
T0000029360
U00000850
2025-01-16 00:29:52
711.05
Thomas and Sons Organic Foods
Transfer to account *4842
transfer
mobile
100.218.135.240
South Timothyberg, US
false
T0000029361
U00000850
2025-02-13 17:03:33
172.46
Thomas and Sons Organic Foods
Bank transfer to *3692
transfer
atm
null
Amyview, US
false
T0000029362
U00000850
2025-02-04 23:24:55
311.69
Castillo-Wright Healthcare Services
Cash withdrawal
withdrawal
pos
null
Floresstad, US
false
T0000029363
U00000851
2025-02-22 19:43:03
562.76
Curry, Moyer and Richardson Fresh Market
Shopping at Curry, Moyer and Richardson Fresh Market
purchase
mobile
187.73.156.220
Hernandezshire, AU
false
T0000029364
U00000851
2025-02-08 08:56:31
349.36
Shea, Williams and Sullivan Tire Shop
Transfer to account *6161
transfer
atm
null
South Katrina, AU
false
T0000029365
U00000851
2025-02-14 13:38:02
608.48
Munoz-Mckenzie Insurance
Subscription renewal - Munoz-Mckenzie Insurance
subscription
mobile
160.223.226.62
Lauraborough, AU
false
T0000029366
U00000851
2025-02-28 14:44:52
716.59
Harris Ltd Insurance
Money transfer
transfer
mobile
35.252.204.101
Lake Shannonbury, AU
false
T0000029367
U00000851
2025-03-08 17:04:19
455.47
Ochoa, Pearson and Guzman Restaurant
Transfer to account *2820
transfer
mobile
16.61.16.171
Adamsmouth, AU
false
T0000029368
U00000851
2025-03-12 12:35:44
162.52
Anthony-Murphy Car Rental
Shopping at Anthony-Murphy Car Rental
purchase
web
1.132.24.175
Bakermouth, AU
false
T0000029369
U00000851
2025-02-10 20:57:35
111.41
Lucas LLC Electronics
Subscription renewal - Lucas LLC Electronics
subscription
mobile
137.38.240.76
Lisaland, AU
false
T0000029370
U00000851
2025-02-01 05:30:59
437.93
Fields PLC Internet Provider
Money transfer
transfer
pos
null
Patriciaburgh, AU
false
T0000029371
U00000851
2025-02-15 20:55:13
62.32
Oneill-Mitchell Tax Services
Recurring payment to Oneill-Mitchell Tax Services
subscription
pos
null
Scottview, AU
false
T0000029372
U00000851
2025-03-10 17:26:26
503.75
Matthews-Perez Restaurant
Bank withdrawal
withdrawal
web
186.163.5.185
Port Annaland, AU
false
T0000029373
U00000851
2025-02-16 07:38:21
101.68
Valenzuela Ltd Café
Cash withdrawal
withdrawal
pos
null
Kristinamouth, AU
false
T0000029374
U00000851
2025-02-17 05:46:44
87.2
Johnson and Sons Water Services
Transfer to account *9265
transfer
web
173.118.111.205
Bakermouth, AU
false
T0000029375
U00000851
2025-03-12 09:54:43
468.42
Munoz-Mckenzie Insurance
Recurring payment to Munoz-Mckenzie Insurance
subscription
mobile
174.69.99.112
Smithville, AU
false
T0000029376
U00000851
2025-03-01 08:42:10
1,430.59
Valenzuela Ltd Café
Monthly subscription - Valenzuela Ltd Café
subscription
pos
null
Newmanborough, AU
false
T0000029377
U00000851
2025-03-08 23:52:36
220.42
Valenzuela Ltd Café
Bought items at Valenzuela Ltd Café
purchase
web
193.152.91.204
South Morganton, AU
false
T0000029378
U00000851
2025-03-14 09:46:08
141.35
Vazquez, Medina and Ibarra Steakhouse
Bought items at Vazquez, Medina and Ibarra Steakhouse
purchase
mobile
223.83.170.188
Lake Jonathonton, AU
false
T0000029379
U00000851
2025-03-06 07:56:04
238.7
Lucero-Miller Pizzeria
Cash withdrawal
withdrawal
web
168.241.85.195
Port Matthewville, AU
false
T0000029380
U00000851
2025-03-03 13:14:29
267.86
Clark-Carlson Car Rental
Subscription renewal - Clark-Carlson Car Rental
subscription
web
13.136.166.82
Lisaton, AU
false
T0000029381
U00000851
2025-03-08 15:28:03
293.19
Valenzuela Ltd Café
Recurring payment to Valenzuela Ltd Café
subscription
web
189.143.22.248
Port Kimhaven, AU
false
T0000029382
U00000851
2025-01-25 10:31:50
164.94
Frey, Bailey and Price Market
Transfer to account *8819
transfer
pos
null
Port Jamesmouth, AU
false
T0000029383
U00000851
2025-03-13 04:38:58
243.76
Harris Ltd Insurance
Bank withdrawal
withdrawal
atm
null
Tammyton, AU
false
T0000029384
U00000851
2024-11-10 16:34:29
221.74
Ochoa, Pearson and Guzman Restaurant
Cash withdrawal
withdrawal
web
106.82.18.50
Johnborough, AU
false
T0000029385
U00000851
2025-03-01 00:56:00
249.22
Harris Ltd Insurance
Cash withdrawal
withdrawal
mobile
54.49.21.27
Port Matthewberg, AU
false
T0000029386
U00000851
2025-03-05 22:35:08
240.84
Schultz-Wilson Computers
Bank transfer to *5225
transfer
mobile
80.125.119.204
Ricemouth, AU
true
T0000029387
U00000851
2025-02-27 17:18:35
421.07
Harris Ltd Insurance
Transfer to account *8077
transfer
web
13.137.172.205
Lake Krista, AU
false
T0000029388
U00000851
2025-02-23 17:20:40
182.14
Frey, Bailey and Price Market
Cash withdrawal
withdrawal
mobile
116.218.112.14
Port Joann, AU
false
T0000029389
U00000851
2025-02-12 07:45:13
351.04
Harris Ltd Insurance
ATM withdrawal
withdrawal
atm
null
West Nicole, AU
false
T0000029390
U00000851
2025-02-11 08:39:36
39.83
Munoz-Mckenzie Insurance
Purchase at Munoz-Mckenzie Insurance
purchase
mobile
86.88.195.116
Port Davidstad, AU
false
T0000029391
U00000851
2025-02-13 03:33:24
794.3
Valenzuela Ltd Café
Shopping at Valenzuela Ltd Café
purchase
web
47.227.36.55
East Juliefort, AU
false
T0000029392
U00000851
2025-02-13 07:40:44
692.26
Valenzuela Ltd Café
Payment to Valenzuela Ltd Café
purchase
mobile
44.190.210.110
South Susanbury, AU
false
T0000029393
U00000851
2025-03-11 12:42:24
76.9
Wilson-Anderson Internet Provider
Monthly subscription - Wilson-Anderson Internet Provider
subscription
mobile
113.147.136.157
New Cynthia, AU
false
T0000029394
U00000851
2025-03-12 04:16:13
642.16
Hill and Sons Healthcare Services
Payment to Hill and Sons Healthcare Services
purchase
pos
null
Wiseville, AU
false
T0000029395
U00000851
2025-03-13 09:35:00
520.4
Valenzuela Ltd Café
Monthly subscription - Valenzuela Ltd Café
subscription
mobile
14.17.173.159
Tammyburgh, AU
false
T0000029396
U00000851
2025-03-14 00:04:36
879.05
Harris Ltd Insurance
Bought items at Harris Ltd Insurance
purchase
mobile
72.187.190.243
South Ryantown, AU
false
T0000029397
U00000851
2025-03-09 17:22:56
85.17
Clark-Carlson Car Rental
Monthly subscription - Clark-Carlson Car Rental
subscription
mobile
193.123.35.222
East Latoya, AU
false
T0000029398
U00000851
2025-03-05 02:31:18
320.62
Barnes, Price and Brown Farmers Market
Money transfer
transfer
web
193.133.180.7
North Nicholeburgh, AU
false
T0000029399
U00000852
2025-01-14 20:38:13
151.29
Lynch, Santana and Wallace Diner
Money transfer
transfer
mobile
178.240.212.118
Lake Samueltown, US
false