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
T0000002100
U00000054
2025-02-20 18:42:49
345.89
Mcclain-Banks Airlines
Bank transfer to *5589
transfer
mobile
200.30.189.109
Davidmouth, CN
false
T0000002101
U00000054
2025-03-02 02:57:07
761.41
Bush-Shelton Insurance
Cash withdrawal
withdrawal
pos
null
Brandonbury, CN
false
T0000002102
U00000054
2025-02-28 19:25:38
326.24
Morgan PLC Medical Center
ATM withdrawal
withdrawal
mobile
9.43.170.153
West Michellechester, CN
false
T0000002103
U00000054
2025-02-22 19:36:26
1,057.6
Morgan PLC Medical Center
Money transfer
transfer
mobile
85.99.215.125
West Jacquelineview, CN
false
T0000002104
U00000054
2025-02-28 22:44:05
455.62
Jordan, Franklin and Morris Streaming Services
Subscription renewal - Jordan, Franklin and Morris Streaming Services
subscription
web
99.86.50.48
New Timothy, CN
false
T0000002105
U00000054
2025-03-14 20:34:47
80.45
Morgan PLC Medical Center
Payment to Morgan PLC Medical Center
purchase
mobile
11.125.58.22
Stevenburgh, CN
false
T0000002106
U00000054
2025-03-06 18:11:31
1,084.44
Jordan, Franklin and Morris Streaming Services
Bank transfer to *18
transfer
web
113.125.76.73
Jacksonmouth, CN
false
T0000002107
U00000054
2025-02-27 21:56:34
1,891.88
Barber-Shaw Sporting Goods
Bank withdrawal
withdrawal
mobile
92.174.122.234
New Margaret, CN
false
T0000002108
U00000055
2025-03-07 21:18:49
314.54
Davis Group Clothing
ATM withdrawal
withdrawal
web
16.80.239.120
East Deborah, CN
false
T0000002109
U00000055
2025-02-25 06:17:37
487.47
Dunn PLC Tax Services
Bank transfer to *9049
transfer
web
180.11.30.255
Kerryport, CN
false
T0000002110
U00000055
2025-03-03 02:27:08
2,257.67
Taylor, Gonzalez and Thompson Cinema
Cash withdrawal
withdrawal
mobile
214.89.109.2
Victoriafurt, CN
false
T0000002111
U00000055
2025-01-14 08:33:37
428.72
Anderson, Fuller and Edwards Farmers Market
Bought items at Anderson, Fuller and Edwards Farmers Market
purchase
atm
null
Port Danielport, CN
false
T0000002112
U00000055
2025-02-18 21:51:15
252.79
Brown, Larsen and Grimes Hardware
Monthly subscription - Brown, Larsen and Grimes Hardware
subscription
atm
null
Rojasville, CN
false
T0000002113
U00000055
2025-03-05 11:41:14
546.89
Brown, Larsen and Grimes Hardware
Money transfer
transfer
mobile
4.208.179.129
Jamesstad, CN
false
T0000002114
U00000055
2025-03-07 06:40:13
582.47
Russell-Weaver Market
ATM withdrawal
withdrawal
web
113.70.142.52
New Norman, CN
false
T0000002115
U00000055
2025-02-20 08:16:06
795.19
Davis Group Clothing
ATM withdrawal
withdrawal
web
16.157.53.163
West Carolyn, CN
false
T0000002116
U00000055
2025-02-09 09:51:22
188.29
Davis Group Clothing
Purchase at Davis Group Clothing
purchase
web
220.202.193.9
South Amy, CN
false
T0000002117
U00000055
2025-01-28 05:26:28
322.35
Brown, Larsen and Grimes Hardware
Subscription renewal - Brown, Larsen and Grimes Hardware
subscription
mobile
76.28.4.75
New Sethhaven, CN
false
T0000002118
U00000055
2025-03-10 23:18:02
260.61
Morrison, Wilson and Williams Shoes
Cash withdrawal
withdrawal
mobile
202.211.3.227
New Michaelbury, CN
false
T0000002119
U00000055
2025-02-15 17:30:13
367.6
Andrews Group Car Dealership
Cash withdrawal
withdrawal
web
200.49.86.217
Huberport, CN
false
T0000002120
U00000055
2025-02-23 09:27:50
531.78
Davis Group Clothing
ATM withdrawal
withdrawal
web
166.255.157.74
Thompsonbury, CN
false
T0000002121
U00000055
2025-03-09 18:14:51
273.42
Davis Group Clothing
Transfer to account *1263
transfer
mobile
21.180.75.94
East Jose, CN
false
T0000002122
U00000055
2025-03-08 16:47:54
554.14
Horton-Roberts Software
Bank withdrawal
withdrawal
mobile
63.88.215.238
Nelsonside, CN
false
T0000002123
U00000055
2025-03-08 02:27:25
891.09
Cox, Martin and Brown Auto Parts
Bank transfer to *283
transfer
web
54.174.121.209
Jonathanbury, CN
false
T0000002124
U00000055
2025-03-13 09:21:35
1,618.93
Brown, Larsen and Grimes Hardware
Money transfer
transfer
mobile
45.79.9.165
East Patrick, CN
false
T0000002125
U00000055
2025-02-20 21:41:27
297.75
Morrison, Wilson and Williams Shoes
Transfer to account *4501
transfer
pos
null
North Sheilatown, CN
false
T0000002126
U00000055
2025-02-23 10:35:10
206.07
Horton-Roberts Software
Cash withdrawal
withdrawal
web
104.251.14.14
Leehaven, CN
false
T0000002127
U00000055
2025-03-12 13:45:27
574.61
Vargas-Williams Medical Center
Money transfer
transfer
mobile
205.71.71.182
Coreyfort, CN
false
T0000002128
U00000056
2025-01-30 07:41:54
113.79
Williams-Reeves Electronics
Recurring payment to Williams-Reeves Electronics
subscription
web
186.180.171.40
North Melissaberg, RU
false
T0000002129
U00000056
2025-03-08 00:28:47
416.34
Schmidt, Obrien and Johnson Foods
Recurring payment to Schmidt, Obrien and Johnson Foods
subscription
web
174.75.157.100
Johnsonburgh, RU
false
T0000002130
U00000056
2025-03-08 10:23:03
708.26
Gardner Ltd Gaming
Monthly subscription - Gardner Ltd Gaming
subscription
web
110.145.185.23
Port Emilyhaven, RU
false
T0000002131
U00000056
2025-03-10 21:12:41
1,002.13
Carpenter, Stanley and Williams Insurance
Transfer to account *9486
transfer
web
15.253.99.97
Carlyhaven, RU
false
T0000002132
U00000056
2025-03-05 17:32:36
516.29
Davis Ltd Phone Services
Shopping at Davis Ltd Phone Services
purchase
web
108.246.51.19
New Julie, RU
false
T0000002133
U00000056
2025-02-03 10:33:48
522.44
Watson-Allen Financial Services
Bought items at Watson-Allen Financial Services
purchase
atm
null
Connieberg, RU
false
T0000002134
U00000056
2025-02-03 01:47:31
956.58
Murphy, Harper and Everett Travel Booking
Subscription renewal - Murphy, Harper and Everett Travel Booking
subscription
mobile
120.208.68.59
Griffinville, BR
true
T0000002135
U00000056
2024-11-16 22:31:26
186.2
Watson-Allen Financial Services
ATM withdrawal
withdrawal
atm
null
East Eric, RU
false
T0000002136
U00000056
2025-02-27 06:17:07
1,129.97
Chapman-Melton Airlines
Shopping at Chapman-Melton Airlines
purchase
web
33.8.9.40
Austinville, RU
true
T0000002137
U00000056
2025-02-01 22:06:51
1,174.53
Petersen-Jones Clothing
Payment to Petersen-Jones Clothing
purchase
web
206.56.211.4
Roseberg, RU
true
T0000002138
U00000056
2025-03-07 13:35:19
613.57
Turner Inc Internet Provider
Transfer to account *3880
transfer
web
114.202.30.203
New Kristenborough, RU
false
T0000002139
U00000056
2025-03-08 11:28:17
204.48
Schneider, Ward and Hill Shoes
ATM withdrawal
withdrawal
atm
null
East Ericborough, RU
false
T0000002140
U00000056
2025-02-24 23:55:04
222.96
Williams-Reeves Electronics
Bank withdrawal
withdrawal
web
154.97.40.205
Ryanberg, RU
false
T0000002141
U00000056
2025-03-09 03:38:24
407.5
White, Clark and Walker Fast Food
Money transfer
transfer
mobile
89.178.6.202
North Anita, RU
false
T0000002142
U00000056
2025-03-07 17:26:38
764.68
Williams-Reeves Electronics
Shopping at Williams-Reeves Electronics
purchase
mobile
12.156.182.196
Kennethmouth, RU
false
T0000002143
U00000056
2025-03-01 07:50:12
382.16
Gill, Mitchell and Simpson Electronics
Shopping at Gill, Mitchell and Simpson Electronics
purchase
web
95.174.137.189
Martinfurt, RU
false
T0000002144
U00000056
2025-02-27 20:30:18
240.16
Watson-Allen Financial Services
Payment to Watson-Allen Financial Services
purchase
pos
null
New Mariahborough, RU
false
T0000002145
U00000056
2025-03-13 10:56:59
1,537.85
Chandler, Patterson and West Internet Provider
Money transfer
transfer
atm
null
Colemanville, RU
false
T0000002146
U00000056
2025-02-18 07:27:12
365.81
Williams-Reeves Electronics
Bought items at Williams-Reeves Electronics
purchase
mobile
82.189.204.87
Jacobview, RU
false
T0000002147
U00000056
2025-03-09 20:45:33
172.9
Carter-West Pharmacy
Purchase at Carter-West Pharmacy
purchase
atm
null
Brianshire, RU
false
T0000002148
U00000056
2025-02-14 19:57:57
290.95
Fernandez-Velasquez Mobile
Monthly subscription - Fernandez-Velasquez Mobile
subscription
mobile
204.105.150.78
Port James, RU
false
T0000002149
U00000056
2025-01-21 03:51:29
473.8
Vance PLC Diner
Monthly subscription - Vance PLC Diner
subscription
web
57.229.165.82
South Robertaview, RU
false
T0000002150
U00000056
2025-03-08 17:08:56
101.78
Gardner Ltd Gaming
Monthly subscription - Gardner Ltd Gaming
subscription
web
66.70.147.63
Adamsport, RU
false
T0000002151
U00000056
2025-02-26 16:42:05
105.78
White LLC Gas Company
Bank withdrawal
withdrawal
pos
null
Jordanton, RU
false
T0000002152
U00000056
2024-12-31 20:08:05
1,487.02
Watson-Allen Financial Services
Bank transfer to *7676
transfer
web
182.246.80.147
Lake Tonya, RU
false
T0000002153
U00000056
2025-01-20 22:11:16
3,698.88
Collins-Jarvis Vision Center
Recurring payment to Collins-Jarvis Vision Center [unusual merchant]
subscription
web
139.164.143.181
East Kenneth, RU
true
T0000002154
U00000056
2024-12-31 12:33:01
406.92
Watson-Allen Financial Services
Cash withdrawal
withdrawal
pos
null
South Joyton, RU
false
T0000002155
U00000056
2024-11-24 20:45:53
435.09
White LLC Gas Company
Bank transfer to *684
transfer
mobile
103.159.243.4
New Danielland, RU
false
T0000002156
U00000056
2025-02-12 17:44:11
2,006.13
Martin PLC Fast Food
Monthly subscription - Martin PLC Fast Food
subscription
mobile
163.127.20.138
South Benjaminton, RU
false
T0000002157
U00000056
2024-11-24 01:37:16
215.52
Carter-West Pharmacy
Purchase at Carter-West Pharmacy
purchase
mobile
115.194.64.180
South Robertchester, RU
false
T0000002158
U00000056
2025-02-28 07:31:31
136.36
Schmidt, Obrien and Johnson Foods
Recurring payment to Schmidt, Obrien and Johnson Foods
subscription
pos
null
Schwartzborough, RU
false
T0000002159
U00000056
2025-03-11 22:45:21
5,804.73
Brown, Jenkins and Hall Hardware
Cash withdrawal
withdrawal
web
222.45.28.196
West Mark, RU
true
T0000002160
U00000056
2025-02-03 12:36:08
305.07
Summers, King and Davis Fast Food
Shopping at Summers, King and Davis Fast Food
purchase
web
87.142.50.30
Proctorfurt, CN
true
T0000002161
U00000056
2025-02-22 23:09:52
239.58
Schmidt, Obrien and Johnson Foods
Bank transfer to *5520
transfer
mobile
182.63.102.232
Gonzalesmouth, RU
false
T0000002162
U00000056
2025-02-04 15:19:35
908.46
Williams-Reeves Electronics
ATM withdrawal
withdrawal
atm
null
Lake Leslie, RU
false
T0000002163
U00000056
2025-03-06 20:42:50
113.03
Schmidt, Obrien and Johnson Foods
Transfer to account *8246
transfer
mobile
154.193.214.13
North Jillian, RU
false
T0000002164
U00000056
2025-03-04 19:42:51
103.09
Watson-Allen Financial Services
Payment to Watson-Allen Financial Services
purchase
mobile
94.17.136.255
Port Nathanieltown, RU
false
T0000002165
U00000056
2025-02-12 21:23:38
492.75
Evans-Meadows Fast Food
Recurring payment to Evans-Meadows Fast Food
subscription
atm
null
East David, RU
false
T0000002166
U00000056
2025-01-26 17:44:38
582.69
Williams-Reeves Electronics
Bank withdrawal
withdrawal
web
16.141.188.240
New Adamfort, RU
false
T0000002167
U00000056
2025-01-09 19:01:07
292.46
Salazar-Mitchell Car Wash
Shopping at Salazar-Mitchell Car Wash
purchase
mobile
207.116.89.255
Ramirezside, RU
false
T0000002168
U00000056
2025-02-27 07:03:09
1,686.45
Gardner Ltd Gaming
Bank transfer to *730
transfer
web
212.108.117.196
Haynesmouth, RU
false
T0000002169
U00000056
2024-12-15 18:30:46
273.66
Carter-West Pharmacy
Bank withdrawal
withdrawal
web
222.101.94.212
Jasonstad, RU
false
T0000002170
U00000056
2025-02-03 09:16:57
142.71
Vance PLC Diner
Transfer to account *9230
transfer
mobile
27.128.77.244
Amberchester, RU
false
T0000002171
U00000056
2025-02-26 00:19:22
369.68
Williams-Reeves Electronics
Bank transfer to *8732
transfer
mobile
138.227.124.70
East Makaylatown, RU
false
T0000002172
U00000057
2024-12-19 01:57:28
66.89
Garcia-Shelton Auto Service
Monthly subscription - Garcia-Shelton Auto Service
subscription
pos
null
West Tommyside, IN
false
T0000002173
U00000057
2024-12-30 20:53:31
125.34
Smith, Wilson and Johnson Gas Company
Money transfer
transfer
mobile
124.200.249.100
Shannontown, IN
false
T0000002174
U00000057
2025-03-09 16:05:58
4,322.92
Bell-Stephenson Bistro
Bank withdrawal [unusual location]
withdrawal
web
40.205.249.161
North Angelaton, NG
true
T0000002175
U00000057
2025-03-01 19:30:36
133.44
Brown and Sons Farmers Market
Payment to Brown and Sons Farmers Market
purchase
pos
null
West Connie, IN
false
T0000002176
U00000057
2025-02-24 10:56:14
583.95
Garcia-Shelton Auto Service
Recurring payment to Garcia-Shelton Auto Service
subscription
web
97.75.231.2
Daniellefort, IN
false
T0000002177
U00000057
2025-02-17 10:10:02
1,434.65
Garcia-Shelton Auto Service
Purchase at Garcia-Shelton Auto Service
purchase
web
178.172.179.190
Jessicafort, IN
false
T0000002178
U00000057
2025-01-28 14:51:05
901.35
Stephenson, Rodriguez and Yates Vacation Rentals
ATM withdrawal
withdrawal
web
202.247.10.25
East Catherine, IN
false
T0000002179
U00000057
2025-03-12 13:44:14
327.86
Garcia-Shelton Auto Service
Payment to Garcia-Shelton Auto Service
purchase
mobile
26.24.44.131
Port Deannaton, IN
false
T0000002180
U00000057
2025-02-16 00:08:40
443.25
Kelley, Collins and Clark Tax Services
Subscription renewal - Kelley, Collins and Clark Tax Services
subscription
web
89.25.248.226
Emilyberg, IN
false
T0000002181
U00000057
2025-01-31 06:39:26
296.73
Scott Inc Medical Center
ATM withdrawal
withdrawal
mobile
122.88.131.208
Lake Racheltown, IN
false
T0000002182
U00000057
2025-01-12 04:44:51
144.12
Scott Inc Medical Center
Bank transfer to *1761
transfer
mobile
130.132.197.66
Dianaberg, IN
false
T0000002183
U00000057
2025-02-21 03:21:39
448.14
Farmer, Watson and Obrien Vision Center
Money transfer
transfer
web
194.111.169.107
Matthewsmouth, IN
false
T0000002184
U00000057
2025-01-20 21:12:24
343.29
Farmer, Watson and Obrien Vision Center
Payment to Farmer, Watson and Obrien Vision Center
purchase
pos
null
Wilsonview, IN
false
T0000002185
U00000058
2025-03-08 12:07:50
152.19
Elliott and Sons Investments
Recurring payment to Elliott and Sons Investments
subscription
mobile
7.156.34.157
Wallsside, US
false
T0000002186
U00000058
2025-02-18 04:40:37
50.43
Obrien-Day Medical Center
Recurring payment to Obrien-Day Medical Center
subscription
atm
null
New Bradley, US
false
T0000002187
U00000058
2025-02-25 07:47:52
122.69
Hayes-Perry Foods
Bank transfer to *5031
transfer
pos
null
Reneeview, US
false
T0000002188
U00000058
2025-03-13 15:49:06
703.92
West, Holden and Campbell Car Wash
Cash withdrawal
withdrawal
mobile
197.143.134.73
South Christinaville, US
false
T0000002189
U00000058
2025-03-13 10:14:09
342.01
Avila-Gutierrez Electric Company
Monthly subscription - Avila-Gutierrez Electric Company
subscription
mobile
10.233.83.115
Johnsonbury, US
false
T0000002190
U00000058
2025-02-22 13:18:16
315.56
White Ltd Auto Parts
Monthly subscription - White Ltd Auto Parts
subscription
web
106.224.116.31
Reedton, US
false
T0000002191
U00000058
2025-02-22 15:47:22
115.21
Stewart, Calderon and Meza Financial Advisors
Recurring payment to Stewart, Calderon and Meza Financial Advisors
subscription
pos
null
East Christine, US
false
T0000002192
U00000058
2025-03-14 08:00:32
65.16
Powell, Palmer and Smith Auto Service
Cash withdrawal
withdrawal
web
97.61.220.1
Kathleenton, US
false
T0000002193
U00000058
2025-01-19 23:26:53
376.36
Hayes-Perry Foods
Subscription renewal - Hayes-Perry Foods
subscription
web
122.207.86.15
Sullivanchester, US
false
T0000002194
U00000058
2025-03-01 18:19:43
694.29
Osborne LLC Mobile
Money transfer
transfer
mobile
196.84.61.176
Taylorhaven, US
false
T0000002195
U00000058
2025-01-29 10:43:53
477.88
Riggs, Eaton and Pittman Hotels
Cash withdrawal
withdrawal
atm
null
Port Stephanie, US
false
T0000002196
U00000058
2025-03-11 13:33:32
1,439.65
Gonzalez-Thompson Internet Provider
ATM withdrawal
withdrawal
mobile
7.169.206.221
Rickeychester, BR
true
T0000002197
U00000058
2025-02-03 13:17:13
340.37
Rice, Peterson and Osborn Mobile
Purchase at Rice, Peterson and Osborn Mobile
purchase
atm
null
East Tyler, US
false
T0000002198
U00000058
2025-03-06 06:10:59
337.14
Harding-Moore Vision Center
Payment to Harding-Moore Vision Center
purchase
mobile
87.159.57.61
Port Heatherburgh, US
false
T0000002199
U00000058
2025-03-07 20:58:42
134.7
West, Holden and Campbell Car Wash
Recurring payment to West, Holden and Campbell Car Wash
subscription
mobile
144.91.135.101
Tracyfurt, US
false