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
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stringlengths
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28
is_fraud
bool
2 classes
T0000029100
U00000844
2025-02-22 22:13:36
125.19
Bryant, Sanchez and Elliott Diner
Transfer to account *9547
transfer
mobile
181.154.128.62
Reeseland, BR
false
T0000029101
U00000844
2024-11-15 23:12:42
190.5
Howard Ltd Dental Clinic
Recurring payment to Howard Ltd Dental Clinic
subscription
atm
null
Carolinestad, BR
false
T0000029102
U00000844
2025-02-26 13:19:21
1,190.1
Romero-Smith Financial Advisors
Payment to Romero-Smith Financial Advisors
purchase
web
3.173.115.229
South Diana, RU
true
T0000029103
U00000844
2025-01-26 10:16:35
90.2
Smith, Gonzalez and Garcia Medical Center
Subscription renewal - Smith, Gonzalez and Garcia Medical Center
subscription
mobile
146.80.24.88
Lake Kaylaside, BR
false
T0000029104
U00000844
2025-03-06 07:55:16
50.93
Howard Ltd Dental Clinic
Purchase at Howard Ltd Dental Clinic
purchase
mobile
25.10.67.68
Port Michaelborough, BR
false
T0000029105
U00000844
2025-02-24 15:53:07
210.97
Rose, Davila and Welch Pizzeria
Payment to Rose, Davila and Welch Pizzeria
purchase
pos
null
Leonardchester, BR
false
T0000029106
U00000844
2025-02-05 14:07:39
116.04
Richardson Ltd Vision Center
ATM withdrawal
withdrawal
mobile
130.140.112.233
Lake Jennifer, BR
false
T0000029107
U00000844
2025-03-08 14:32:56
82.59
Brown and Sons Mobile
Money transfer
transfer
mobile
154.46.10.255
Fieldsstad, BR
false
T0000029108
U00000844
2025-01-13 20:47:19
58.78
Davis, Leonard and Calderon Mobile
Money transfer
transfer
mobile
63.83.165.161
North Kyle, BR
false
T0000029109
U00000844
2025-02-24 12:19:35
217.31
Davis, Leonard and Calderon Mobile
Bank withdrawal
withdrawal
pos
null
East Janet, BR
false
T0000029110
U00000844
2025-03-09 10:42:07
206.95
Bryant, Sanchez and Elliott Diner
Payment to Bryant, Sanchez and Elliott Diner
purchase
atm
null
Jessicafort, BR
false
T0000029111
U00000844
2024-11-08 08:01:07
120.3
Swanson-Watson Streaming Services
Purchase at Swanson-Watson Streaming Services
purchase
web
13.92.253.200
West Christopherland, BR
false
T0000029112
U00000844
2025-03-14 22:06:24
204.55
Brown, Smith and Thomas Market
Purchase at Brown, Smith and Thomas Market
purchase
atm
null
South Cassandrabury, BR
false
T0000029113
U00000844
2025-02-18 19:37:47
424.28
Daugherty-Davis Streaming Services
Money transfer
transfer
pos
null
Lake Cherylland, BR
false
T0000029114
U00000844
2025-02-19 01:56:35
75.77
Mccarthy-Chang Dental Clinic
Cash withdrawal
withdrawal
atm
null
Lake Kimberly, BR
false
T0000029115
U00000844
2025-01-01 09:00:22
326.15
Richardson Ltd Vision Center
ATM withdrawal
withdrawal
mobile
96.44.220.137
Lake Antonio, BR
false
T0000029116
U00000844
2025-02-26 16:35:19
548.63
Bryant, Sanchez and Elliott Diner
Transfer to account *122
transfer
pos
null
Cynthiaport, BR
false
T0000029117
U00000844
2025-03-03 20:13:10
126.67
Williams, James and Barker Hardware
Bank transfer to *8720
transfer
mobile
136.84.10.250
Parkermouth, BR
false
T0000029118
U00000844
2025-02-13 04:14:27
184.81
Davis, Leonard and Calderon Mobile
Recurring payment to Davis, Leonard and Calderon Mobile
subscription
mobile
10.73.156.29
South Roger, BR
false
T0000029119
U00000844
2025-02-26 16:00:32
324.46
Guerra, Cervantes and Morrison Travel Agency
Payment to Guerra, Cervantes and Morrison Travel Agency
purchase
mobile
87.75.172.195
New Stephanieside, BR
false
T0000029120
U00000844
2025-02-03 12:08:46
112.31
Sanchez-Aguirre Electronics
Cash withdrawal
withdrawal
mobile
3.64.53.96
North Robert, RU
true
T0000029121
U00000844
2025-03-04 13:15:55
162.93
Richardson Ltd Vision Center
Bank withdrawal
withdrawal
mobile
87.112.252.117
North Jennifermouth, BR
false
T0000029122
U00000844
2025-01-11 06:23:05
77.04
Mccarthy-Chang Dental Clinic
Bank withdrawal
withdrawal
atm
null
South Juliemouth, BR
false
T0000029123
U00000844
2025-03-12 11:36:42
227.96
Malone, Mckay and Potter Electric Company
Monthly subscription - Malone, Mckay and Potter Electric Company
subscription
mobile
16.155.127.71
Fullershire, BR
false
T0000029124
U00000844
2025-03-03 15:54:24
21.62
Bates Inc Theater
Money transfer
transfer
web
166.5.56.166
Riceport, BR
false
T0000029125
U00000844
2025-02-16 02:24:41
471.14
Heath, Rodriguez and Carter Grocery
Purchase at Heath, Rodriguez and Carter Grocery [unusual location]
purchase
pos
null
Stephentown, BR
true
T0000029126
U00000844
2025-02-16 11:49:08
92.93
Mccarthy-Chang Dental Clinic
Bank withdrawal
withdrawal
mobile
171.210.14.123
Perezbury, BR
false
T0000029127
U00000844
2025-02-04 17:17:42
83.25
Garrison, Cobb and Hurst Dental Clinic
Purchase at Garrison, Cobb and Hurst Dental Clinic
purchase
pos
null
Dannyland, BR
false
T0000029128
U00000844
2025-01-22 21:45:25
53.55
Mccarthy-Chang Dental Clinic
Bank withdrawal
withdrawal
web
4.114.100.194
West Nathanhaven, BR
false
T0000029129
U00000844
2025-02-11 01:50:05
74.99
Howard Ltd Dental Clinic
Payment to Howard Ltd Dental Clinic
purchase
pos
null
West Denise, BR
false
T0000029130
U00000844
2025-03-10 12:26:39
56.53
Richardson Ltd Vision Center
Monthly subscription - Richardson Ltd Vision Center
subscription
pos
null
West Jorge, BR
false
T0000029131
U00000844
2025-02-02 21:52:19
481.39
Bates Inc Theater
Recurring payment to Bates Inc Theater
subscription
mobile
204.60.229.169
Michaelstad, BR
false
T0000029132
U00000844
2025-02-21 09:37:13
27.56
Bates Inc Theater
Payment to Bates Inc Theater
purchase
pos
null
Fleminghaven, BR
false
T0000029133
U00000844
2025-03-11 08:40:30
56.43
Mosley LLC Car Rental
Subscription renewal - Mosley LLC Car Rental
subscription
mobile
63.50.211.53
Randystad, BR
false
T0000029134
U00000844
2025-03-14 04:39:23
190.47
Bates Inc Theater
Bank withdrawal
withdrawal
mobile
95.64.190.206
Colleenbury, BR
false
T0000029135
U00000844
2025-03-10 13:26:30
139.88
Mccarthy-Chang Dental Clinic
Subscription renewal - Mccarthy-Chang Dental Clinic
subscription
web
86.127.89.186
East Stephaniefort, BR
false
T0000029136
U00000844
2025-03-05 17:24:08
227.02
Mccarthy-Chang Dental Clinic
Shopping at Mccarthy-Chang Dental Clinic
purchase
atm
null
Jonestown, BR
false
T0000029137
U00000844
2025-02-25 07:19:00
224.1
Bates Inc Theater
Bank withdrawal
withdrawal
mobile
174.243.180.68
Brendafurt, BR
false
T0000029138
U00000845
2025-03-04 14:38:33
772.38
Vang Ltd Foods
ATM withdrawal
withdrawal
mobile
51.194.67.88
Kathrynside, CN
false
T0000029139
U00000845
2025-02-22 01:45:11
726.01
Weiss-White Clothing
Bank transfer to *1714
transfer
mobile
29.247.248.80
Davilaview, CN
false
T0000029140
U00000845
2025-03-10 10:14:50
144.03
Thompson-Anthony Grocery
Cash withdrawal
withdrawal
web
68.90.3.252
Thompsonmouth, CN
false
T0000029141
U00000845
2025-02-21 09:53:09
143.84
Stewart-Haynes Travel Agency
Monthly subscription - Stewart-Haynes Travel Agency
subscription
mobile
195.194.101.178
Timchester, CN
false
T0000029142
U00000845
2025-03-03 02:57:18
469.49
Hayes-Case Bistro
Bought items at Hayes-Case Bistro
purchase
mobile
34.49.193.239
Debbiemouth, CN
false
T0000029143
U00000845
2025-02-25 17:44:24
293.97
Vazquez LLC Fresh Market
Subscription renewal - Vazquez LLC Fresh Market
subscription
pos
null
Brianchester, CN
false
T0000029144
U00000845
2025-02-22 00:17:00
64.65
Weiss-White Clothing
Monthly subscription - Weiss-White Clothing
subscription
mobile
12.235.133.176
West Shelbychester, CN
false
T0000029145
U00000845
2025-01-23 12:04:24
661.43
Taylor, Brown and Willis Financial Services
Recurring payment to Taylor, Brown and Willis Financial Services
subscription
mobile
72.243.215.64
South Sean, CN
false
T0000029146
U00000845
2025-02-22 12:22:30
480.11
Black-Alvarado Hotels
Recurring payment to Black-Alvarado Hotels
subscription
pos
null
Kristinastad, CN
false
T0000029147
U00000845
2025-03-10 02:56:46
83.36
Jackson-Perkins Cinema
Monthly subscription - Jackson-Perkins Cinema
subscription
mobile
178.3.145.236
Jeremymouth, CN
false
T0000029148
U00000845
2025-03-12 03:46:41
129.61
Weiss-White Clothing
Monthly subscription - Weiss-White Clothing
subscription
atm
null
Mccarthytown, CN
false
T0000029149
U00000845
2025-02-27 06:09:24
237.51
Parker, Lowery and Delgado Medical Center
Shopping at Parker, Lowery and Delgado Medical Center
purchase
web
107.225.213.241
North Kyle, CN
false
T0000029150
U00000845
2025-03-14 06:24:36
350.87
Arroyo-Ward Vision Center
Monthly subscription - Arroyo-Ward Vision Center
subscription
pos
null
New Colleenmouth, CN
false
T0000029151
U00000845
2025-02-22 04:24:00
96.97
Underwood LLC Entertainment Complex
Money transfer
transfer
atm
null
Vanessastad, CN
false
T0000029152
U00000845
2025-03-13 07:37:31
290.57
Schwartz Ltd Water Services
Transfer to account *1681
transfer
mobile
214.71.129.152
Cynthiachester, CN
false
T0000029153
U00000845
2025-03-05 18:30:30
177.02
Vang Ltd Foods
Purchase at Vang Ltd Foods
purchase
atm
null
West Thomasland, CN
false
T0000029154
U00000845
2025-03-06 02:18:50
732.64
Cunningham Inc Water Services
Monthly subscription - Cunningham Inc Water Services
subscription
mobile
131.47.165.126
Angelastad, CN
false
T0000029155
U00000845
2025-03-05 18:25:40
101.43
Lee Group Grocery
Monthly subscription - Lee Group Grocery
subscription
web
96.78.90.24
Jeffreystad, CN
false
T0000029156
U00000845
2025-03-13 02:27:32
358.01
Phillips Ltd Airlines
Bought items at Phillips Ltd Airlines
purchase
atm
null
West Jonathanton, CN
false
T0000029157
U00000845
2025-02-05 07:40:22
161.26
Parker, Lowery and Delgado Medical Center
Purchase at Parker, Lowery and Delgado Medical Center
purchase
mobile
6.112.189.11
North Alanborough, CN
false
T0000029158
U00000845
2025-03-08 01:13:30
291.38
Parker, Lowery and Delgado Medical Center
Purchase at Parker, Lowery and Delgado Medical Center
purchase
mobile
159.128.252.157
Juliatown, CN
false
T0000029159
U00000845
2025-01-05 03:02:53
328.32
Vang Ltd Foods
Transfer to account *4302
transfer
pos
null
Port Daniel, CN
false
T0000029160
U00000845
2025-03-13 16:05:12
205.91
Jackson-Perkins Cinema
Bank transfer to *3727
transfer
mobile
151.113.223.255
Morrisborough, CN
false
T0000029161
U00000845
2024-12-26 10:12:08
662.58
Vang Ltd Foods
Monthly subscription - Vang Ltd Foods
subscription
mobile
87.56.155.204
Carrollhaven, CN
false
T0000029162
U00000845
2024-12-31 17:50:34
380.61
Black-Alvarado Hotels
ATM withdrawal
withdrawal
atm
null
North Katieland, CN
false
T0000029163
U00000845
2025-02-15 12:09:06
303.47
Hayes-Barnes Concert Hall
Purchase at Hayes-Barnes Concert Hall
purchase
web
121.174.148.24
Morganmouth, CN
false
T0000029164
U00000845
2025-03-05 02:41:28
312.44
Young-Rice Medical Center
Bought items at Young-Rice Medical Center
purchase
pos
null
Gayfort, CN
false
T0000029165
U00000845
2025-01-31 12:52:28
142.14
Fuller Inc Tax Services
Subscription renewal - Fuller Inc Tax Services
subscription
mobile
28.192.224.186
Christopherfurt, CN
false
T0000029166
U00000845
2025-03-08 14:08:56
67.67
Brewer and Sons Restaurant
ATM withdrawal
withdrawal
web
217.51.23.187
Stokeston, CN
false
T0000029167
U00000845
2025-03-05 16:45:26
651.49
Weiss-White Clothing
Subscription renewal - Weiss-White Clothing
subscription
pos
null
East Aprilmouth, CN
false
T0000029168
U00000845
2024-10-11 12:34:23
119.12
Velasquez-Lopez Auto Service
Transfer to account *2926
transfer
pos
null
Lisastad, CN
false
T0000029169
U00000845
2025-03-02 13:02:53
174.89
Jackson-Perkins Cinema
Recurring payment to Jackson-Perkins Cinema
subscription
web
97.39.79.200
Jacobland, CN
false
T0000029170
U00000845
2025-03-07 20:15:44
473.75
Hoffman Inc Market
Cash withdrawal
withdrawal
web
180.204.182.126
East Thomasfort, CN
false
T0000029171
U00000845
2025-01-26 02:28:40
156.47
Perry, Donaldson and Thompson Phone Services
Money transfer
transfer
atm
null
Laurenview, CN
false
T0000029172
U00000845
2024-11-11 01:36:24
55.19
Barnes-King Streaming Services
Purchase at Barnes-King Streaming Services
purchase
web
7.22.254.41
West Patrick, CN
false
T0000029173
U00000845
2025-02-20 00:58:40
430.62
Weiss-White Clothing
Transfer to account *9948
transfer
mobile
177.91.220.243
East Charles, CN
false
T0000029174
U00000845
2025-03-11 03:38:36
1,667.77
Harrison-Robinson Electronics
Recurring payment to Harrison-Robinson Electronics
subscription
mobile
133.234.246.188
Port Johnbury, CN
false
T0000029175
U00000845
2025-03-13 04:01:10
78.82
Bailey, Sanchez and Hoover Pizzeria
ATM withdrawal
withdrawal
mobile
108.14.241.14
Andrewton, CN
false
T0000029176
U00000845
2024-12-11 04:15:55
339.69
Parker, Lowery and Delgado Medical Center
Monthly subscription - Parker, Lowery and Delgado Medical Center
subscription
mobile
20.8.218.61
West Laurenshire, CN
false
T0000029177
U00000845
2025-02-16 01:59:43
129.95
Parker, Lowery and Delgado Medical Center
Payment to Parker, Lowery and Delgado Medical Center
purchase
atm
null
Whitetown, CN
false
T0000029178
U00000845
2025-02-26 02:00:25
176.65
Weiss-White Clothing
Transfer to account *8398
transfer
pos
null
Barnettbury, CN
false
T0000029179
U00000845
2024-12-23 01:23:31
204.43
Parker, Lowery and Delgado Medical Center
ATM withdrawal
withdrawal
mobile
180.24.148.107
East Christopher, CN
false
T0000029180
U00000845
2025-02-20 20:47:55
1,064.39
Jackson-Perkins Cinema
Bank transfer to *180
transfer
web
10.20.247.56
Walshchester, CN
false
T0000029181
U00000845
2025-02-22 15:32:57
3,538.99
Gonzalez-Guerrero Cable TV
Bank transfer to *5185
transfer
mobile
101.251.19.170
West Timothyland, CN
true
T0000029182
U00000845
2025-03-09 17:58:56
381.89
Weiss-White Clothing
Subscription renewal - Weiss-White Clothing
subscription
mobile
157.107.162.75
North Kenneth, CN
false
T0000029183
U00000845
2025-02-16 02:15:08
951.49
Johnson, Hansen and Johnson Gaming
Bought items at Johnson, Hansen and Johnson Gaming
purchase
mobile
122.156.140.17
Port Benjaminmouth, NG
true
T0000029184
U00000845
2025-02-23 21:11:23
69.51
Mason PLC Dental Clinic
Monthly subscription - Mason PLC Dental Clinic
subscription
mobile
173.242.156.183
Devinport, CN
false
T0000029185
U00000845
2025-02-17 08:58:01
391.12
Stewart-Haynes Travel Agency
Bought items at Stewart-Haynes Travel Agency
purchase
mobile
200.130.252.251
Johnsonside, CN
false
T0000029186
U00000845
2025-02-19 01:09:16
83.98
Murphy-Harris Phone Services
Bought items at Murphy-Harris Phone Services
purchase
web
98.7.212.129
West Jodiberg, CN
false
T0000029187
U00000845
2025-01-18 03:53:03
94.01
Jackson-Perkins Cinema
Subscription renewal - Jackson-Perkins Cinema
subscription
pos
null
East Amychester, CN
false
T0000029188
U00000845
2025-02-01 09:08:21
224.77
Reynolds LLC Theme Park
Transfer to account *1722
transfer
mobile
81.98.207.26
Martinborough, CN
false
T0000029189
U00000845
2025-01-12 10:21:50
504.35
Francis-Harrison Gas Station
Shopping at Francis-Harrison Gas Station
purchase
mobile
185.6.14.136
South James, CN
false
T0000029190
U00000845
2025-03-13 17:07:02
257
Freeman-Castillo Sporting Goods
Recurring payment to Freeman-Castillo Sporting Goods
subscription
mobile
129.247.31.217
Sarahstad, CN
false
T0000029191
U00000845
2025-03-02 16:12:39
293.86
Harris-Smith Hardware
ATM withdrawal
withdrawal
mobile
22.224.234.167
South Kellyland, CN
false
T0000029192
U00000846
2025-01-12 11:20:46
171.06
Gentry, Stewart and Ashley Mobile
Shopping at Gentry, Stewart and Ashley Mobile
purchase
pos
null
West Kevin, JP
false
T0000029193
U00000846
2025-03-12 12:23:12
608.43
Houston, Greene and Boyer Cinema
Subscription renewal - Houston, Greene and Boyer Cinema
subscription
web
195.239.14.163
Amandaborough, JP
false
T0000029194
U00000846
2025-03-10 18:01:07
336.51
Morales PLC Investments
Purchase at Morales PLC Investments
purchase
mobile
98.12.19.126
East Patricktown, JP
false
T0000029195
U00000846
2025-02-02 13:42:43
1,202.47
Hanson-Lloyd Water Services
Transfer to account *6490
transfer
pos
null
North Timothyburgh, JP
false
T0000029196
U00000846
2025-02-12 19:53:34
3,408.76
Johnson-Dudley Electronics
Bank withdrawal
withdrawal
mobile
168.138.194.0
Thompsonchester, JP
false
T0000029197
U00000846
2025-02-22 16:54:22
402.1
Acosta-Ramirez Auto Parts
Bought items at Acosta-Ramirez Auto Parts
purchase
web
104.235.7.114
South Lukestad, CN
true
T0000029198
U00000846
2025-02-27 22:19:48
629.58
Simmons, Calhoun and Mathis Electric Company
Purchase at Simmons, Calhoun and Mathis Electric Company
purchase
mobile
73.238.111.19
Rhondafurt, JP
false
T0000029199
U00000846
2024-12-22 21:18:52
404.82
Thornton Inc Airlines
Monthly subscription - Thornton Inc Airlines
subscription
mobile
182.134.247.82
New John, JP
false