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
T0000031400
U00000902
2025-01-11 19:39:18
372.35
Thompson Group Internet Provider
Bank transfer to *3348
transfer
mobile
173.50.149.160
Stephenston, CA
false
T0000031401
U00000902
2025-03-09 09:58:48
590.71
Zuniga-Sanchez Digital Services
Bank withdrawal
withdrawal
web
221.239.130.53
Jamieside, CA
false
T0000031402
U00000902
2025-02-13 21:10:06
468.55
Thompson Group Internet Provider
ATM withdrawal
withdrawal
mobile
208.64.2.159
Elainefort, CA
false
T0000031403
U00000902
2025-01-15 06:22:19
1,444.24
Santos Ltd Bistro
ATM withdrawal
withdrawal
pos
null
Hallstad, CA
false
T0000031404
U00000902
2025-03-04 19:35:09
919.76
Fisher, Alexander and Taylor Mobile
Recurring payment to Fisher, Alexander and Taylor Mobile
subscription
pos
null
Port Ann, CA
false
T0000031405
U00000902
2025-02-09 18:07:25
223.15
Moore-Reyes Software
Recurring payment to Moore-Reyes Software
subscription
pos
null
East Justinbury, CA
true
T0000031406
U00000902
2025-02-12 04:45:06
298.46
Orr Ltd Financial Services
Shopping at Orr Ltd Financial Services
purchase
web
42.105.40.179
Port Michaelville, CA
false
T0000031407
U00000902
2025-02-27 18:34:23
114.72
Trujillo PLC Dental Clinic
Payment to Trujillo PLC Dental Clinic
purchase
mobile
177.63.123.163
Mendozabury, CA
false
T0000031408
U00000902
2025-02-09 18:09:35
598.48
Chen-Schroeder Pizzeria
ATM withdrawal
withdrawal
pos
null
West Chelseaton, CA
false
T0000031409
U00000902
2025-02-05 23:20:11
45.02
Murphy, Kelly and Williams Theme Park
Bank withdrawal
withdrawal
mobile
25.53.97.248
Angelaview, CA
false
T0000031410
U00000902
2025-02-28 03:48:41
478.09
King PLC Water Services
Bank transfer to *1461
transfer
pos
null
New Heather, CA
false
T0000031411
U00000902
2024-12-16 17:52:20
90.16
Chavez, Nelson and Bowman Banking
Purchase at Chavez, Nelson and Bowman Banking
purchase
mobile
48.238.128.38
Brownbury, CA
false
T0000031412
U00000902
2025-02-15 17:46:23
960.32
Rush, Duke and Smith Dental Clinic
Cash withdrawal
withdrawal
mobile
3.11.84.252
Cynthiaport, CN
true
T0000031413
U00000902
2024-12-16 02:51:51
44.69
Heath LLC Car Rental
Cash withdrawal
withdrawal
web
191.5.204.141
Veronicamouth, CA
false
T0000031414
U00000902
2025-01-27 01:46:28
260.78
Potts, Martinez and Cruz Financial Services
Subscription renewal - Potts, Martinez and Cruz Financial Services
subscription
mobile
120.172.179.30
Crossfort, CA
false
T0000031415
U00000903
2025-02-20 05:30:17
107.91
Case Inc Restaurant
Bank withdrawal
withdrawal
mobile
34.18.168.244
North Paula, DE
false
T0000031416
U00000903
2025-01-15 06:30:55
101.54
Williams, Pearson and Wagner Entertainment Complex
Transfer to account *5925
transfer
mobile
178.11.221.78
Johnsonfort, DE
false
T0000031417
U00000903
2024-12-25 15:41:44
104.8
Case Inc Restaurant
Monthly subscription - Case Inc Restaurant
subscription
web
67.19.109.102
New Chase, DE
false
T0000031418
U00000903
2025-03-05 04:38:20
28.72
Case Inc Restaurant
Bank transfer to *3854
transfer
atm
null
Port Amy, DE
false
T0000031419
U00000903
2025-02-08 18:26:19
126.1
Neal, Koch and Williams Grocery
Subscription renewal - Neal, Koch and Williams Grocery
subscription
mobile
32.195.110.69
East Kenneth, DE
false
T0000031420
U00000903
2025-02-09 01:26:06
29.53
Wright, Richardson and Frank Insurance
Bought items at Wright, Richardson and Frank Insurance
purchase
mobile
184.234.214.123
East Stephanieside, DE
false
T0000031421
U00000903
2025-02-03 20:45:04
149.25
Mitchell, Johnston and Cooper Streaming Services
Bought items at Mitchell, Johnston and Cooper Streaming Services
purchase
mobile
181.124.218.171
Lisafurt, DE
false
T0000031422
U00000903
2025-02-12 06:09:49
21.5
Neal, Koch and Williams Grocery
Monthly subscription - Neal, Koch and Williams Grocery
subscription
web
66.205.202.253
West Jonathanbury, DE
false
T0000031423
U00000903
2025-03-12 03:16:47
49.81
Neal, Koch and Williams Grocery
Transfer to account *1703
transfer
atm
null
East Scott, DE
false
T0000031424
U00000903
2025-02-01 06:56:06
21.34
Neal, Koch and Williams Grocery
Money transfer
transfer
web
136.13.215.146
Olsenborough, DE
false
T0000031425
U00000903
2025-03-11 16:04:29
119.44
Williams, Pearson and Wagner Entertainment Complex
Transfer to account *3716
transfer
pos
null
South Josephtown, DE
false
T0000031426
U00000903
2025-03-10 05:30:35
137.47
Gay, Taylor and Kennedy Supermarket
Shopping at Gay, Taylor and Kennedy Supermarket
purchase
atm
null
Port Nicolemouth, DE
false
T0000031427
U00000903
2025-02-18 02:14:50
64.76
Reyes-Escobar Car Rental
Purchase at Reyes-Escobar Car Rental
purchase
mobile
90.50.249.203
Jacobfort, CN
true
T0000031428
U00000903
2024-11-22 12:16:18
68.08
Gay, Taylor and Kennedy Supermarket
Transfer to account *3832
transfer
pos
null
North Carol, DE
false
T0000031429
U00000903
2025-02-04 12:20:21
248.71
Drake LLC Banking
Money transfer
transfer
pos
null
South Christopher, DE
true
T0000031430
U00000903
2025-01-22 14:05:11
85.08
Williams, Pearson and Wagner Entertainment Complex
Transfer to account *4064
transfer
web
132.234.78.202
North Danielport, DE
false
T0000031431
U00000903
2025-03-05 04:53:59
128.03
Neal, Koch and Williams Grocery
Subscription renewal - Neal, Koch and Williams Grocery
subscription
mobile
53.39.5.2
East Jeffrey, DE
false
T0000031432
U00000903
2024-09-13 06:30:12
66.25
Gay, Taylor and Kennedy Supermarket
Monthly subscription - Gay, Taylor and Kennedy Supermarket
subscription
mobile
41.192.86.241
Chandlerchester, DE
false
T0000031433
U00000903
2025-03-12 04:01:47
49.96
Gay, Taylor and Kennedy Supermarket
Shopping at Gay, Taylor and Kennedy Supermarket
purchase
mobile
147.76.117.76
Lake Cathyport, DE
false
T0000031434
U00000903
2025-02-18 02:56:04
135.42
Neal, Koch and Williams Grocery
Monthly subscription - Neal, Koch and Williams Grocery
subscription
mobile
203.126.6.149
Conleyfurt, DE
false
T0000031435
U00000903
2024-11-02 06:58:51
782.82
Winters-James Hardware
ATM withdrawal
withdrawal
web
4.249.122.105
Brownview, BR
true
T0000031436
U00000903
2025-03-09 06:51:52
117.1
Gay, Taylor and Kennedy Supermarket
Transfer to account *5819
transfer
pos
null
Christopherton, DE
false
T0000031437
U00000903
2025-01-12 03:36:52
97.07
Williams, Pearson and Wagner Entertainment Complex
Money transfer
transfer
mobile
209.251.63.205
Carneyfurt, DE
false
T0000031438
U00000903
2025-03-12 00:25:05
24.88
Neal, Koch and Williams Grocery
Subscription renewal - Neal, Koch and Williams Grocery
subscription
mobile
24.135.240.114
Bowersstad, DE
false
T0000031439
U00000903
2024-12-02 09:19:16
135.77
Gay, Taylor and Kennedy Supermarket
Payment to Gay, Taylor and Kennedy Supermarket
purchase
web
72.49.199.120
East Tanyamouth, DE
false
T0000031440
U00000903
2025-02-24 06:07:24
64.55
Burns, Martinez and Graves Airlines
Shopping at Burns, Martinez and Graves Airlines
purchase
web
192.32.110.222
North Shanestad, DE
false
T0000031441
U00000903
2024-12-01 04:45:48
64.34
Neal, Koch and Williams Grocery
Cash withdrawal
withdrawal
mobile
50.203.155.97
South Loriborough, DE
false
T0000031442
U00000903
2025-03-11 14:04:36
101.9
Perez, Robbins and Davis Electronics
Subscription renewal - Perez, Robbins and Davis Electronics
subscription
atm
null
Josephburgh, DE
false
T0000031443
U00000903
2025-03-01 11:25:07
268.52
Richardson-Smith Restaurant
Shopping at Richardson-Smith Restaurant
purchase
web
22.100.160.217
East Josephport, RO
true
T0000031444
U00000903
2025-03-14 21:25:19
133.88
Gay, Taylor and Kennedy Supermarket
Bank withdrawal
withdrawal
pos
null
Port Natalieside, DE
false
T0000031445
U00000903
2025-02-24 23:27:18
113.24
Thompson Ltd Cruise Lines
Transfer to account *3099
transfer
mobile
195.96.130.142
North Amyborough, RO
true
T0000031446
U00000903
2025-02-17 16:01:27
515.43
Duran LLC Gas Station
Shopping at Duran LLC Gas Station
purchase
atm
null
Hallside, DE
true
T0000031447
U00000904
2025-01-15 18:18:36
398.86
Alvarado-Edwards Steakhouse
Bought items at Alvarado-Edwards Steakhouse
purchase
atm
null
East Karen, US
false
T0000031448
U00000904
2024-12-29 13:43:04
651.36
Eaton-Spears Home Goods
Bank transfer to *8217
transfer
atm
null
New Joseph, US
false
T0000031449
U00000904
2025-03-14 01:07:42
1,259.41
Hensley and Sons Vision Center
Subscription renewal - Hensley and Sons Vision Center
subscription
pos
null
New Nicole, US
false
T0000031450
U00000904
2025-03-14 13:09:29
512.64
Watkins PLC Market
Monthly subscription - Watkins PLC Market
subscription
pos
null
East Jamesborough, US
false
T0000031451
U00000904
2025-03-04 15:43:43
154.24
Watkins PLC Market
Subscription renewal - Watkins PLC Market
subscription
web
159.36.211.2
West Stephaniehaven, US
false
T0000031452
U00000904
2025-02-23 05:01:58
441.29
Eaton-Spears Home Goods
Bought items at Eaton-Spears Home Goods
purchase
pos
null
North Kimberly, US
false
T0000031453
U00000904
2025-02-28 04:41:05
1,664.66
Castillo Inc Tech
Transfer to account *9616
transfer
atm
null
East Jessica, RU
true
T0000031454
U00000904
2025-03-14 12:29:49
698.95
Morris-Porter Dental Clinic
Transfer to account *1053
transfer
pos
null
Tannerland, US
false
T0000031455
U00000904
2025-03-11 09:07:46
209.94
Saunders and Sons Tax Services
Recurring payment to Saunders and Sons Tax Services
subscription
mobile
56.6.104.160
Lake Brandon, US
false
T0000031456
U00000904
2025-03-03 19:34:55
848.22
Meyer LLC Electric Company
ATM withdrawal
withdrawal
web
61.129.55.80
West Bradland, US
false
T0000031457
U00000904
2025-01-04 10:30:26
681.52
Watkins PLC Market
Subscription renewal - Watkins PLC Market
subscription
mobile
123.96.134.129
Phillipstown, US
false
T0000031458
U00000904
2025-01-31 01:31:08
1,198.24
Shepard Group Medical Center
Bought items at Shepard Group Medical Center
purchase
atm
null
North Steventon, US
false
T0000031459
U00000904
2025-01-27 15:17:54
4,336.8
Robbins-Brown Entertainment Complex
ATM withdrawal
withdrawal
mobile
215.84.131.175
Port Ericside, US
false
T0000031460
U00000904
2025-02-25 14:21:04
238.38
Phelps-Flores Shoes
Bank withdrawal
withdrawal
web
187.51.157.24
South Nicholas, US
false
T0000031461
U00000904
2025-02-26 16:53:16
876.45
Watkins PLC Market
Money transfer
transfer
atm
null
Lake Brandon, US
false
T0000031462
U00000904
2025-03-02 19:26:05
1,495.6
Eaton-Spears Home Goods
Bank withdrawal
withdrawal
web
27.16.219.37
Ballardside, US
false
T0000031463
U00000904
2025-03-13 12:25:14
1,428.66
Randall, Lopez and Smith Phone Services
Shopping at Randall, Lopez and Smith Phone Services
purchase
mobile
200.176.94.135
East Bobbyview, US
false
T0000031464
U00000904
2025-02-19 05:15:51
297.45
Alvarado-Edwards Steakhouse
Payment to Alvarado-Edwards Steakhouse
purchase
atm
null
Lake Crystal, US
false
T0000031465
U00000904
2024-12-30 04:41:19
423.4
Watkins PLC Market
Subscription renewal - Watkins PLC Market
subscription
web
143.242.48.107
West Melissa, US
false
T0000031466
U00000904
2025-03-09 01:05:22
169.36
Randall, Lopez and Smith Phone Services
ATM withdrawal
withdrawal
web
178.45.90.39
Port James, US
false
T0000031467
U00000904
2024-11-02 02:37:41
537.92
Garcia, Kelly and Gutierrez Diner
Bank transfer to *1451
transfer
mobile
157.176.24.135
East Angelicafurt, US
false
T0000031468
U00000904
2025-01-15 19:34:37
1,374.91
Johnson, Frye and Rivera Car Wash
Bank transfer to *6982
transfer
mobile
167.54.30.3
Williambury, US
false
T0000031469
U00000904
2025-02-24 20:47:15
806.48
Randall, Lopez and Smith Phone Services
Money transfer
transfer
mobile
139.255.104.234
East Christopherport, US
false
T0000031470
U00000904
2025-01-28 08:08:55
629.54
Alvarado-Edwards Steakhouse
Transfer to account *6099
transfer
atm
null
Tabithatown, US
false
T0000031471
U00000904
2025-02-15 09:49:44
584.52
Watkins PLC Market
Transfer to account *3536
transfer
web
148.24.93.59
Matthewtown, US
false
T0000031472
U00000904
2025-02-28 03:58:18
1,297.06
Bennett Inc Tire Shop
Monthly subscription - Bennett Inc Tire Shop
subscription
mobile
170.121.5.234
East Jeannestad, RU
true
T0000031473
U00000904
2025-02-18 10:28:49
529.56
Morrison, Lester and Serrano Clothing
Money transfer
transfer
atm
null
Josefurt, US
false
T0000031474
U00000904
2024-12-16 01:05:58
1,450.78
Vaughn Ltd Market
Money transfer
transfer
web
173.117.226.169
New Claire, BR
true
T0000031475
U00000904
2025-01-06 04:46:06
223.05
Watkins PLC Market
Shopping at Watkins PLC Market
purchase
mobile
97.249.202.14
Valdezton, US
false
T0000031476
U00000904
2025-03-09 13:23:08
405.4
Jones LLC Farmers Market
Purchase at Jones LLC Farmers Market
purchase
atm
null
Dennisfurt, CN
true
T0000031477
U00000904
2025-02-23 01:55:27
768.76
Watkins PLC Market
Bank withdrawal
withdrawal
pos
null
Rossport, US
false
T0000031478
U00000904
2025-03-11 15:19:39
4,075.32
Snow-Allen Hardware
Transfer to account *4266
transfer
mobile
7.120.97.6
Tracibury, US
true
T0000031479
U00000904
2025-02-14 06:41:16
107.98
Watkins PLC Market
ATM withdrawal
withdrawal
mobile
7.211.113.209
Port Markhaven, US
false
T0000031480
U00000904
2025-01-17 18:48:02
8,675.47
Newman and Sons Computers
Bank transfer to *504
transfer
mobile
131.211.86.34
South Sandrafurt, BR
true
T0000031481
U00000904
2025-03-11 08:29:58
305.46
Jones-Orr Bistro
Payment to Jones-Orr Bistro
purchase
atm
null
Smithfurt, US
false
T0000031482
U00000904
2025-03-09 08:52:23
169.54
Hardin-Howard Pizzeria
Bank withdrawal
withdrawal
web
218.101.216.5
Lake Jonathan, US
true
T0000031483
U00000904
2025-01-27 14:32:45
531.7
Pollard and Sons Restaurant
Cash withdrawal
withdrawal
mobile
130.130.220.187
Kimberlyport, US
false
T0000031484
U00000904
2025-02-09 17:42:17
211.24
Randall, Lopez and Smith Phone Services
ATM withdrawal
withdrawal
mobile
204.234.117.57
North David, US
false
T0000031485
U00000904
2025-01-17 07:18:45
1,258.91
Randall, Lopez and Smith Phone Services
Subscription renewal - Randall, Lopez and Smith Phone Services
subscription
web
82.1.164.17
Wilsontown, US
false
T0000031486
U00000904
2025-03-14 19:41:51
847.55
Eaton-Spears Home Goods
Subscription renewal - Eaton-Spears Home Goods
subscription
mobile
1.194.110.79
Simpsonland, US
false
T0000031487
U00000904
2025-02-22 20:06:24
682.69
Watkins PLC Market
Monthly subscription - Watkins PLC Market
subscription
pos
null
Lake Richard, US
false
T0000031488
U00000904
2025-02-14 02:35:59
678.34
Alvarado-Edwards Steakhouse
ATM withdrawal
withdrawal
pos
null
Claytonchester, US
false
T0000031489
U00000904
2025-02-21 12:54:52
667.76
Nolan and Sons Hardware
Bank withdrawal
withdrawal
mobile
169.133.166.6
East Sarah, US
false
T0000031490
U00000904
2024-11-27 23:47:33
356.42
Eaton-Spears Home Goods
Bought items at Eaton-Spears Home Goods
purchase
pos
null
Kimberlybury, US
false
T0000031491
U00000904
2025-03-08 17:49:27
741.66
Watkins PLC Market
Monthly subscription - Watkins PLC Market
subscription
pos
null
Port Sandraburgh, US
false
T0000031492
U00000904
2025-02-26 07:47:12
226.26
Alvarado-Edwards Steakhouse
Money transfer
transfer
web
178.55.209.31
Valenzuelaborough, US
false
T0000031493
U00000905
2024-12-19 06:37:31
161.34
Farmer-Fields Diner
Transfer to account *3092
transfer
mobile
62.223.12.202
Vincentburgh, IN
false
T0000031494
U00000905
2025-02-18 07:57:53
181.56
Allen, Robinson and Duncan Pharmacy
ATM withdrawal
withdrawal
mobile
93.166.216.71
Fletcherstad, IN
false
T0000031495
U00000905
2025-01-15 08:02:09
144.02
Nelson-Buckley Investments
Transfer to account *50
transfer
pos
null
New Danielberg, IN
false
T0000031496
U00000905
2025-03-06 16:22:55
112.24
Terry-Wallace Computers
Shopping at Terry-Wallace Computers
purchase
web
221.70.220.8
Malonechester, IN
false
T0000031497
U00000905
2025-03-02 09:22:15
156.28
Price-Sanders Car Rental
Subscription renewal - Price-Sanders Car Rental
subscription
web
12.49.121.219
West Gina, IN
false
T0000031498
U00000905
2025-02-21 00:47:16
116.96
Jenkins, Brown and Chapman Healthcare Services
Subscription renewal - Jenkins, Brown and Chapman Healthcare Services
subscription
atm
null
West Jamesmouth, IN
false
T0000031499
U00000905
2025-03-02 02:22:47
558.83
Terry-Wallace Computers
Shopping at Terry-Wallace Computers
purchase
mobile
5.58.202.145
Lake Jasonchester, IN
false