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
10
28
is_fraud
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2 classes
T0000030500
U00000881
2025-03-09 05:49:42
139.91
Fox, Avila and Hart Organic Foods
Bank transfer to *8817
transfer
mobile
204.243.54.89
North Crystal, CN
false
T0000030501
U00000881
2025-03-13 14:45:53
106.63
Rodriguez, Jefferson and Jones Foods
Bank withdrawal
withdrawal
web
73.87.229.55
South John, CN
false
T0000030502
U00000881
2025-01-21 04:38:30
132.09
Hernandez-Clay Phone Services
Subscription renewal - Hernandez-Clay Phone Services
subscription
web
166.94.73.27
Garciaberg, CN
false
T0000030503
U00000881
2025-02-14 21:03:59
1,223.3
Crane-Smith Home Goods
Payment to Crane-Smith Home Goods
purchase
atm
null
South Stephanie, CN
false
T0000030504
U00000881
2025-03-12 18:58:44
255.13
Rodriguez, Jefferson and Jones Foods
Bank withdrawal
withdrawal
mobile
174.116.27.201
West Jefferyside, CN
false
T0000030505
U00000881
2025-02-11 06:43:08
304.44
Peterson-Thompson Travel Agency
Bank transfer to *3853
transfer
mobile
60.53.82.227
Salasland, CN
false
T0000030506
U00000881
2025-03-01 10:10:26
292.01
Caldwell PLC Financial Services
Money transfer
transfer
mobile
202.46.189.2
Morrisshire, CN
false
T0000030507
U00000881
2025-03-13 11:34:46
212.28
Mathews and Sons Medical Center
Shopping at Mathews and Sons Medical Center
purchase
pos
null
Taylorbury, CN
false
T0000030508
U00000881
2025-02-10 01:46:57
35.16
Mcdaniel, Miller and Riley Home Goods
ATM withdrawal
withdrawal
mobile
38.157.182.129
Maryhaven, CN
false
T0000030509
U00000881
2025-02-25 05:24:55
20.96
Moore, Guzman and Coffey Electric Company
Bank transfer to *9989
transfer
web
181.237.249.208
West Christopherside, CN
false
T0000030510
U00000881
2025-01-15 06:43:24
404.57
Solis-Anderson Cable TV
Cash withdrawal
withdrawal
mobile
173.203.92.21
Millerfort, CN
false
T0000030511
U00000881
2025-03-12 09:55:51
529.88
Fleming Group Department Store
Purchase at Fleming Group Department Store
purchase
atm
null
Crystalton, CN
true
T0000030512
U00000881
2025-02-27 02:02:56
201.67
Solis-Anderson Cable TV
Subscription renewal - Solis-Anderson Cable TV
subscription
web
179.231.218.233
Sierrafurt, CN
false
T0000030513
U00000881
2025-01-28 15:53:14
139.41
Hernandez-Clay Phone Services
Purchase at Hernandez-Clay Phone Services
purchase
pos
null
Pachecoshire, CN
false
T0000030514
U00000881
2025-01-15 04:02:12
262.42
Mitchell, Taylor and Juarez Streaming Services
Recurring payment to Mitchell, Taylor and Juarez Streaming Services
subscription
mobile
99.200.67.247
Brendanhaven, CN
false
T0000030515
U00000881
2025-02-27 01:00:29
299.71
Garcia, Ford and Snyder Pizzeria
Transfer to account *1396
transfer
web
163.112.53.55
Carrieland, CN
false
T0000030516
U00000881
2025-01-29 22:48:08
213.48
Mathews and Sons Medical Center
Shopping at Mathews and Sons Medical Center
purchase
web
200.54.85.225
South Ericfurt, CN
false
T0000030517
U00000881
2025-01-09 04:57:55
102.14
Mathews and Sons Medical Center
Cash withdrawal
withdrawal
atm
null
Greerton, CN
false
T0000030518
U00000881
2025-01-20 20:34:38
172.19
Mcdaniel, Miller and Riley Home Goods
Money transfer
transfer
mobile
37.118.198.107
Lake Adrian, CN
false
T0000030519
U00000881
2025-03-12 13:05:05
152.47
Fox, Avila and Hart Organic Foods
Purchase at Fox, Avila and Hart Organic Foods
purchase
mobile
140.40.250.11
North Pamelashire, CN
false
T0000030520
U00000881
2025-01-31 11:17:53
925.27
Henry-Carr Restaurant
Transfer to account *1159
transfer
web
13.154.96.80
South Emily, CN
true
T0000030521
U00000882
2025-02-17 03:16:57
200.55
Tran LLC Computers
Money transfer
transfer
pos
null
East Brianside, IN
false
T0000030522
U00000882
2025-03-03 10:20:02
57.22
Campbell Group Tech
Bank withdrawal
withdrawal
web
44.194.41.136
East Emilyport, CN
true
T0000030523
U00000882
2025-02-03 01:00:05
958.25
Sullivan LLC Café
Monthly subscription - Sullivan LLC Café
subscription
pos
null
New Josephview, NG
true
T0000030524
U00000882
2025-02-21 05:00:30
129.67
Riddle, Cunningham and Pena Healthcare Services
Shopping at Riddle, Cunningham and Pena Healthcare Services
purchase
pos
null
Wilsonmouth, IN
false
T0000030525
U00000882
2025-01-16 04:35:41
500.28
Mullen-Miller Shoes
Bank withdrawal
withdrawal
mobile
144.217.57.107
South Adamberg, IN
false
T0000030526
U00000882
2025-01-22 07:07:58
59.36
Tran LLC Computers
Bank withdrawal
withdrawal
pos
null
New Jacobmouth, IN
false
T0000030527
U00000882
2025-02-24 22:50:01
583.69
Tran LLC Computers
ATM withdrawal
withdrawal
web
12.191.3.211
Costaton, IN
false
T0000030528
U00000882
2025-02-25 00:40:26
208.87
Tran LLC Computers
Purchase at Tran LLC Computers
purchase
pos
null
Meredithmouth, IN
false
T0000030529
U00000882
2025-02-17 20:51:27
326.6
Quinn-Salinas Phone Services
Cash withdrawal
withdrawal
pos
null
Jameschester, IN
false
T0000030530
U00000882
2025-02-21 20:18:35
116.6
Becker-Pham Dental Clinic
Monthly subscription - Becker-Pham Dental Clinic
subscription
pos
null
North Brendan, IN
false
T0000030531
U00000882
2025-02-09 15:36:21
134.74
Quinn-Salinas Phone Services
Bank transfer to *1926
transfer
web
144.101.55.66
North Codyshire, IN
false
T0000030532
U00000882
2025-02-27 15:02:41
183.78
Riddle, Cunningham and Pena Healthcare Services
Subscription renewal - Riddle, Cunningham and Pena Healthcare Services
subscription
pos
null
Oscarborough, IN
false
T0000030533
U00000882
2025-03-11 00:01:32
258.14
Hayes Inc Car Wash
Subscription renewal - Hayes Inc Car Wash
subscription
mobile
45.177.90.134
Port Daniel, IN
false
T0000030534
U00000882
2024-10-11 16:59:08
232.88
Riddle, Cunningham and Pena Healthcare Services
Bank withdrawal
withdrawal
web
202.198.145.29
Webbside, IN
false
T0000030535
U00000882
2025-02-26 07:51:09
439.7
Jenkins LLC Concert Hall
Bought items at Jenkins LLC Concert Hall
purchase
web
18.97.13.105
Port Jason, IN
false
T0000030536
U00000882
2025-01-27 13:23:56
283.43
Johnson, Nelson and Richmond Cable TV
Subscription renewal - Johnson, Nelson and Richmond Cable TV
subscription
mobile
5.194.249.199
Johnborough, IN
false
T0000030537
U00000882
2025-03-14 00:33:49
548.58
Harmon, Maldonado and Walker Electronics
ATM withdrawal
withdrawal
pos
null
New Kellyfurt, IN
false
T0000030538
U00000882
2025-03-07 06:15:43
300.25
Chen LLC Wellness Center
Monthly subscription - Chen LLC Wellness Center
subscription
mobile
113.214.126.126
Nelsonton, IN
false
T0000030539
U00000882
2024-11-19 04:19:17
194.5
Riddle, Cunningham and Pena Healthcare Services
Cash withdrawal
withdrawal
mobile
134.135.109.110
Paulaburgh, IN
false
T0000030540
U00000882
2025-03-12 22:07:28
208.05
Quinn-Salinas Phone Services
Transfer to account *8613
transfer
mobile
36.253.50.158
Johnsonchester, IN
false
T0000030541
U00000882
2025-03-02 10:03:07
104.67
Riddle, Cunningham and Pena Healthcare Services
Bank transfer to *4171
transfer
mobile
7.88.67.218
North Ronald, IN
false
T0000030542
U00000882
2025-02-26 11:09:18
311.26
Tran LLC Computers
Monthly subscription - Tran LLC Computers
subscription
mobile
111.218.32.12
Hermanshire, IN
false
T0000030543
U00000882
2025-01-17 18:20:26
186.8
Scott, Hodge and Liu Theme Park
Bank transfer to *1144
transfer
atm
null
Hobbschester, IN
false
T0000030544
U00000882
2025-03-05 10:08:55
32.51
Riddle, Cunningham and Pena Healthcare Services
Recurring payment to Riddle, Cunningham and Pena Healthcare Services
subscription
pos
null
Amberland, IN
false
T0000030545
U00000882
2025-02-21 17:40:56
292.43
Diaz-Ward Cruise Lines
Bank withdrawal
withdrawal
mobile
103.80.248.149
Bryanchester, IN
false
T0000030546
U00000882
2025-03-09 00:31:22
236.32
Dixon, Hoffman and Compton Travel Agency
Recurring payment to Dixon, Hoffman and Compton Travel Agency
subscription
mobile
160.56.105.22
Lake William, IN
false
T0000030547
U00000882
2025-03-01 19:29:05
75.19
Farrell and Sons Gas Company
Cash withdrawal
withdrawal
web
20.177.57.195
Lauraview, IN
false
T0000030548
U00000882
2025-01-08 00:43:14
51.63
Diaz-Ward Cruise Lines
Bank transfer to *6721
transfer
web
169.203.94.73
Kendrafort, IN
false
T0000030549
U00000882
2025-03-11 14:20:42
202.19
Diaz-Ward Cruise Lines
Subscription renewal - Diaz-Ward Cruise Lines
subscription
mobile
57.60.54.168
Michaelburgh, IN
false
T0000030550
U00000882
2025-02-19 15:01:02
191.89
Hoover-Lindsey Market
Money transfer
transfer
web
106.247.52.185
Tuckershire, IN
false
T0000030551
U00000882
2025-01-14 19:37:29
127.33
Jordan, Roman and Oliver Car Wash
Shopping at Jordan, Roman and Oliver Car Wash
purchase
atm
null
Bethmouth, IN
false
T0000030552
U00000882
2025-02-09 10:16:48
351.79
Dixon, Hoffman and Compton Travel Agency
Subscription renewal - Dixon, Hoffman and Compton Travel Agency
subscription
mobile
67.253.58.15
Stephanieside, IN
false
T0000030553
U00000882
2025-02-24 09:16:04
185.77
Scott-Ortiz Financial Advisors
Bought items at Scott-Ortiz Financial Advisors
purchase
mobile
12.214.114.177
New Harry, IN
true
T0000030554
U00000882
2025-02-19 00:16:18
32.5
Black, Wagner and Macdonald Cable TV
Monthly subscription - Black, Wagner and Macdonald Cable TV
subscription
mobile
91.64.21.120
Andrewview, IN
false
T0000030555
U00000882
2024-07-24 12:51:14
111.85
Chen LLC Wellness Center
Payment to Chen LLC Wellness Center
purchase
mobile
93.191.139.49
South Brittany, IN
false
T0000030556
U00000882
2025-02-16 07:05:24
87.38
Tran LLC Computers
ATM withdrawal
withdrawal
mobile
69.40.42.14
North Cassandra, IN
false
T0000030557
U00000882
2025-02-26 17:39:18
428.65
Riddle, Cunningham and Pena Healthcare Services
Purchase at Riddle, Cunningham and Pena Healthcare Services
purchase
web
192.15.183.176
West Stephanie, IN
false
T0000030558
U00000882
2025-02-22 05:21:01
107.18
Barr-Evans Streaming Services
Subscription renewal - Barr-Evans Streaming Services
subscription
web
176.213.2.239
Scottton, IN
false
T0000030559
U00000882
2025-02-27 21:25:12
554.38
Swanson, Rodriguez and Allen Grocery
Recurring payment to Swanson, Rodriguez and Allen Grocery
subscription
web
187.96.183.31
Briantown, IN
false
T0000030560
U00000882
2025-03-06 11:28:51
179.76
Tran LLC Computers
Bank withdrawal
withdrawal
web
178.211.252.166
Lake Glendaview, IN
false
T0000030561
U00000882
2025-02-14 13:04:30
683.18
Riddle, Cunningham and Pena Healthcare Services
Payment to Riddle, Cunningham and Pena Healthcare Services
purchase
mobile
204.148.45.108
Port Christopher, IN
false
T0000030562
U00000882
2025-01-13 01:21:41
58.9
Tran LLC Computers
ATM withdrawal
withdrawal
web
209.116.195.107
East Robert, IN
false
T0000030563
U00000882
2025-03-14 13:55:38
63.63
Diaz-Ward Cruise Lines
Bank withdrawal
withdrawal
mobile
223.187.184.243
Danielbury, IN
false
T0000030564
U00000882
2024-12-24 12:26:04
257.92
Dixon, Hoffman and Compton Travel Agency
Bank transfer to *7044
transfer
web
63.68.247.55
East Jillburgh, IN
false
T0000030565
U00000882
2025-03-07 04:08:25
325.88
Tran LLC Computers
Bank withdrawal
withdrawal
pos
null
West Waynestad, IN
false
T0000030566
U00000882
2025-03-01 17:28:18
166.02
Gonzales, Garcia and Ramos Car Wash
Monthly subscription - Gonzales, Garcia and Ramos Car Wash
subscription
web
88.14.199.188
Evanschester, IN
true
T0000030567
U00000882
2025-03-07 22:19:33
121.03
Chen LLC Wellness Center
Monthly subscription - Chen LLC Wellness Center
subscription
mobile
64.34.98.101
Johnsonshire, IN
false
T0000030568
U00000882
2025-02-17 15:34:21
166.2
Quinn-Salinas Phone Services
Purchase at Quinn-Salinas Phone Services
purchase
mobile
116.85.108.194
West Jeremy, IN
false
T0000030569
U00000882
2025-01-28 12:43:19
130.19
Dixon, Hoffman and Compton Travel Agency
Monthly subscription - Dixon, Hoffman and Compton Travel Agency
subscription
mobile
6.177.3.190
Jamesfort, IN
false
T0000030570
U00000882
2025-02-06 13:16:43
126.41
Chen LLC Wellness Center
Purchase at Chen LLC Wellness Center
purchase
web
114.83.174.24
Nguyenton, IN
false
T0000030571
U00000882
2025-02-21 01:16:36
183.42
Diaz-Ward Cruise Lines
Shopping at Diaz-Ward Cruise Lines
purchase
pos
null
South Sherryshire, IN
false
T0000030572
U00000882
2025-03-05 21:16:30
30.15
Pace-Gonzalez Accessories
Money transfer
transfer
mobile
214.97.6.80
Lake Ricky, IN
false
T0000030573
U00000882
2025-03-06 11:42:53
60.23
Tran LLC Computers
Transfer to account *9571
transfer
atm
null
East Briannaside, IN
false
T0000030574
U00000882
2025-01-11 10:47:16
105.1
Boyle, Barnes and Conley Auto Parts
Cash withdrawal
withdrawal
pos
null
North Ryan, BR
true
T0000030575
U00000883
2025-03-12 11:45:05
959.49
Johnson Group Gas Station
Bought items at Johnson Group Gas Station
purchase
web
16.103.65.113
Lake Lauren, BR
true
T0000030576
U00000883
2025-03-04 10:06:37
787.31
Robinson, Pope and Pearson Digital Services
Cash withdrawal
withdrawal
mobile
204.67.173.205
North Amber, US
false
T0000030577
U00000883
2025-03-08 22:14:34
845.12
Coleman-Robinson Vacation Rentals
Monthly subscription - Coleman-Robinson Vacation Rentals
subscription
mobile
57.195.229.14
Sherryfort, US
false
T0000030578
U00000883
2025-03-09 05:50:00
1,081.63
Robinson, Pope and Pearson Digital Services
Bank withdrawal
withdrawal
mobile
165.199.0.166
East Mark, US
false
T0000030579
U00000883
2025-02-20 11:46:07
264.96
Burgess, Hall and Moore Supermarket
ATM withdrawal
withdrawal
web
117.113.118.62
North Ryan, US
false
T0000030580
U00000883
2025-02-24 15:11:37
415.19
Burgess, Hall and Moore Supermarket
Bought items at Burgess, Hall and Moore Supermarket
purchase
pos
null
Wisefurt, US
false
T0000030581
U00000883
2025-02-28 18:21:52
122.43
Robinson, Pope and Pearson Digital Services
Purchase at Robinson, Pope and Pearson Digital Services
purchase
web
102.215.245.120
Port John, US
false
T0000030582
U00000883
2025-02-15 06:50:02
647.29
Robinson, Pope and Pearson Digital Services
ATM withdrawal
withdrawal
mobile
130.98.77.237
Sarahfort, US
false
T0000030583
U00000883
2025-02-08 17:52:48
894.48
Vargas-Carter Farmers Market
Subscription renewal - Vargas-Carter Farmers Market
subscription
atm
null
East Joel, US
false
T0000030584
U00000883
2025-02-03 16:41:49
542.47
Coleman-Robinson Vacation Rentals
Bank withdrawal
withdrawal
web
123.69.231.20
East Patrickside, US
false
T0000030585
U00000883
2025-03-06 21:17:11
494.87
Robinson, Pope and Pearson Digital Services
Payment to Robinson, Pope and Pearson Digital Services
purchase
mobile
138.121.252.24
Kyleview, US
false
T0000030586
U00000883
2025-02-18 23:05:28
309.28
Coleman-Robinson Vacation Rentals
Bank withdrawal
withdrawal
mobile
200.37.9.187
Port Meganburgh, US
false
T0000030587
U00000883
2025-02-26 04:58:48
258.05
Jones PLC Car Wash
Purchase at Jones PLC Car Wash
purchase
mobile
73.225.67.164
East Matthewfort, US
false
T0000030588
U00000883
2025-02-11 21:46:46
213.79
Frederick, Hall and Walker Electronics
Money transfer
transfer
mobile
137.29.131.58
Port Ryan, BR
true
T0000030589
U00000883
2025-02-27 15:15:33
174.18
Jones-Santiago Banking
ATM withdrawal
withdrawal
web
89.109.158.61
East Michaelmouth, US
false
T0000030590
U00000883
2025-03-01 09:36:02
234.81
Coleman-Robinson Vacation Rentals
Cash withdrawal
withdrawal
web
35.227.41.251
Mortonberg, US
false
T0000030591
U00000883
2025-03-09 20:15:01
7,388.48
Waller Inc Electric Company
Recurring payment to Waller Inc Electric Company
subscription
mobile
56.65.13.175
East Robertville, BR
true
T0000030592
U00000883
2025-02-04 17:04:55
299.91
Robinson, Pope and Pearson Digital Services
Bank transfer to *3262
transfer
web
102.204.113.41
South Christopher, US
false
T0000030593
U00000883
2025-03-13 03:39:14
420.52
Burgess, Hall and Moore Supermarket
Monthly subscription - Burgess, Hall and Moore Supermarket
subscription
pos
null
North Anntown, US
false
T0000030594
U00000883
2025-02-22 09:58:32
539.08
Burgess, Hall and Moore Supermarket
Payment to Burgess, Hall and Moore Supermarket
purchase
web
79.198.88.156
South Matthewhaven, US
false
T0000030595
U00000883
2025-02-12 00:37:00
1,571.09
Vargas-Carter Farmers Market
Transfer to account *8073
transfer
web
161.200.212.190
Ramirezstad, US
false
T0000030596
U00000883
2025-03-11 20:13:38
4,998.82
Anderson, Stewart and Nguyen Diner
Purchase at Anderson, Stewart and Nguyen Diner
purchase
web
55.244.107.235
Barbertown, BR
true
T0000030597
U00000883
2025-01-23 13:29:58
240.6
Burgess, Hall and Moore Supermarket
Subscription renewal - Burgess, Hall and Moore Supermarket
subscription
web
176.121.124.233
North Shanefort, US
false
T0000030598
U00000883
2025-03-14 07:15:51
437.89
Wall-Gross Fast Food
Recurring payment to Wall-Gross Fast Food
subscription
mobile
87.45.61.9
Jacobshire, US
false
T0000030599
U00000883
2025-03-14 03:38:04
1,337.31
Robinson, Pope and Pearson Digital Services
Bank withdrawal
withdrawal
pos
null
Christopherview, US
false