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
T0000003800
U00000106
2025-03-02 13:44:45
316.51
Long-Sheppard Vacation Rentals
ATM withdrawal
withdrawal
web
32.40.113.0
Lake Angelatown, CN
false
T0000003801
U00000106
2025-03-02 18:02:09
305.57
Gilbert Inc Vision Center
Recurring payment to Gilbert Inc Vision Center
subscription
atm
null
Turnerview, CN
false
T0000003802
U00000106
2025-02-13 06:32:36
91.06
Gilbert Inc Vision Center
Transfer to account *7434
transfer
pos
null
Williamchester, CN
false
T0000003803
U00000106
2025-03-06 19:08:10
257.98
Wolfe Inc Gas Company
Monthly subscription - Wolfe Inc Gas Company
subscription
web
162.109.135.170
Georgeberg, CN
false
T0000003804
U00000106
2025-03-09 17:50:13
360.78
Thompson, Taylor and Lambert Airlines
Recurring payment to Thompson, Taylor and Lambert Airlines
subscription
mobile
155.82.135.146
Vazquezside, CN
false
T0000003805
U00000106
2025-02-21 09:02:14
1,870.58
Lewis Ltd Sporting Goods
Payment to Lewis Ltd Sporting Goods
purchase
mobile
102.116.29.225
Vickieborough, CN
false
T0000003806
U00000106
2025-02-13 02:30:59
136.5
Benitez, Waters and Williams Vacation Rentals
ATM withdrawal
withdrawal
pos
null
North Cindy, CN
false
T0000003807
U00000106
2025-03-11 22:11:07
162.27
Hunter-Thomas Restaurant
Bank transfer to *4574
transfer
web
32.234.172.152
Port Megan, CN
false
T0000003808
U00000106
2025-02-17 21:27:14
240.73
Nelson, Berry and Dalton Investments
Bank transfer to *9719
transfer
web
122.37.74.142
Justinhaven, CN
false
T0000003809
U00000106
2025-01-31 17:34:36
298.07
Kemp, Hunt and Smith Airlines
Cash withdrawal
withdrawal
atm
null
New Donaldberg, CN
false
T0000003810
U00000106
2025-01-22 04:02:54
309.02
Gilbert Inc Vision Center
Bought items at Gilbert Inc Vision Center
purchase
mobile
120.81.172.213
Anthonytown, CN
false
T0000003811
U00000106
2025-02-11 20:50:16
509.57
Benitez, Waters and Williams Vacation Rentals
Cash withdrawal
withdrawal
web
6.227.179.203
New Dawnberg, CN
false
T0000003812
U00000106
2025-02-23 17:11:17
345.06
Perkins LLC Sporting Goods
Monthly subscription - Perkins LLC Sporting Goods
subscription
mobile
202.79.94.210
Virginiamouth, CN
false
T0000003813
U00000106
2025-03-01 17:50:14
174.72
Scott-Henson Gaming
Cash withdrawal
withdrawal
mobile
156.164.69.108
Jessicafurt, CN
false
T0000003814
U00000106
2024-12-02 16:47:37
400.4
Evans, Craig and Olsen Clothing
ATM withdrawal
withdrawal
pos
null
Mccallland, CN
false
T0000003815
U00000106
2025-02-25 04:36:23
1,026.53
Scott-Henson Gaming
Bank withdrawal
withdrawal
mobile
49.169.1.129
West Rachel, CN
false
T0000003816
U00000106
2025-01-15 22:48:29
455.7
Lewis Ltd Sporting Goods
Cash withdrawal
withdrawal
pos
null
North Suzanneland, CN
false
T0000003817
U00000106
2025-01-27 14:04:53
659.76
Davis, Collins and Smith Digital Services
Recurring payment to Davis, Collins and Smith Digital Services
subscription
mobile
203.91.42.133
South Lisa, CN
false
T0000003818
U00000106
2025-02-21 17:03:32
63.38
Turner Group Tire Shop
Bought items at Turner Group Tire Shop
purchase
pos
null
East Thomaschester, CN
false
T0000003819
U00000106
2025-02-20 13:14:05
636.21
Wolfe-Jones Car Wash
Bank transfer to *9615
transfer
pos
null
Watkinsstad, CN
false
T0000003820
U00000106
2025-02-14 19:29:11
737.2
Gilbert Inc Vision Center
Bank withdrawal
withdrawal
pos
null
Stevenshire, CN
false
T0000003821
U00000106
2025-01-07 00:46:38
2,552.95
Lewis Ltd Sporting Goods
Purchase at Lewis Ltd Sporting Goods
purchase
web
149.86.44.37
Port Jose, CN
false
T0000003822
U00000106
2025-03-01 23:11:11
2,003.38
Green, Waller and Frye Financial Advisors
Shopping at Green, Waller and Frye Financial Advisors
purchase
atm
null
New Alexandra, NG
true
T0000003823
U00000106
2025-02-23 15:21:58
287.13
Perkins LLC Sporting Goods
Subscription renewal - Perkins LLC Sporting Goods
subscription
mobile
19.145.227.119
Richardstad, CN
false
T0000003824
U00000106
2025-02-19 01:16:14
355.54
Thompson, Taylor and Lambert Airlines
ATM withdrawal
withdrawal
pos
null
West Williamview, CN
false
T0000003825
U00000107
2025-01-24 09:11:01
490.49
Stevens, Schmitt and Chen Computers
ATM withdrawal
withdrawal
web
43.59.11.151
Jessicaberg, US
false
T0000003826
U00000107
2024-10-12 02:00:34
408.75
Kelley, Scott and Rowland Cinema
Bank withdrawal
withdrawal
web
122.119.52.55
New Heather, US
false
T0000003827
U00000107
2025-02-13 03:37:43
87.46
Ortiz-Hoover Medical Center
Bank transfer to *5967
transfer
mobile
210.158.71.16
Griffinville, US
false
T0000003828
U00000107
2025-03-12 07:24:21
558.96
Ortiz-Hoover Medical Center
Transfer to account *1911
transfer
mobile
93.170.92.198
West Brandybury, US
false
T0000003829
U00000107
2025-02-13 14:13:03
549.79
Kelley, Scott and Rowland Cinema
Bought items at Kelley, Scott and Rowland Cinema
purchase
mobile
122.186.63.94
Christinafort, US
false
T0000003830
U00000107
2025-03-13 04:37:02
101.18
Stevens, Schmitt and Chen Computers
Subscription renewal - Stevens, Schmitt and Chen Computers
subscription
pos
null
East Robert, US
false
T0000003831
U00000107
2025-02-05 21:11:09
1,105.67
Ortiz-Hoover Medical Center
Bank transfer to *1879
transfer
web
176.15.187.165
Washingtonstad, US
false
T0000003832
U00000107
2025-03-05 05:08:18
597.37
Thomas Inc Sporting Goods
Shopping at Thomas Inc Sporting Goods
purchase
mobile
20.255.199.73
New Heatherport, US
false
T0000003833
U00000107
2025-03-03 09:43:07
1,568.65
Harris-Johnson Software
Transfer to account *9959
transfer
web
89.200.182.111
New Stevenmouth, NG
true
T0000003834
U00000107
2025-02-27 20:03:12
132.78
Ortiz-Hoover Medical Center
Bought items at Ortiz-Hoover Medical Center
purchase
web
56.166.191.58
New Michaelmouth, US
false
T0000003835
U00000107
2024-12-21 03:49:13
226.39
Kelley, Scott and Rowland Cinema
Bank withdrawal
withdrawal
pos
null
New Kevinberg, US
false
T0000003836
U00000107
2025-01-01 13:55:50
288.37
Kelley, Scott and Rowland Cinema
Bank transfer to *349
transfer
mobile
157.191.62.76
Lake Steveton, US
false
T0000003837
U00000107
2025-03-13 07:52:32
125.28
Stevens, Schmitt and Chen Computers
Money transfer
transfer
web
135.238.235.170
Lake David, US
false
T0000003838
U00000107
2025-02-21 11:11:01
144.49
Mitchell-Caldwell Restaurant
Recurring payment to Mitchell-Caldwell Restaurant
subscription
mobile
50.191.162.162
South Brooke, US
false
T0000003839
U00000107
2025-03-05 22:15:49
328.52
Ortiz-Hoover Medical Center
Bank transfer to *7921
transfer
pos
null
North Summer, US
false
T0000003840
U00000107
2025-03-12 14:42:53
205.95
Garcia LLC Travel Booking
Bank withdrawal
withdrawal
mobile
86.53.115.116
West Thomas, US
false
T0000003841
U00000107
2024-10-13 17:45:22
532.27
Sanchez Group Digital Services
Monthly subscription - Sanchez Group Digital Services
subscription
web
98.52.166.109
Mayerbury, US
false
T0000003842
U00000107
2025-03-07 05:43:40
199.82
Kelley, Scott and Rowland Cinema
Subscription renewal - Kelley, Scott and Rowland Cinema
subscription
web
205.70.6.100
Paceville, US
false
T0000003843
U00000107
2025-02-10 11:02:15
185.16
Campbell-Gonzalez Electronics
Subscription renewal - Campbell-Gonzalez Electronics
subscription
mobile
118.176.50.221
Lake Alexberg, US
false
T0000003844
U00000107
2025-03-11 02:01:08
2,913.66
Lee, Graham and Martin Gaming
Bank withdrawal
withdrawal
mobile
60.177.5.55
Justinhaven, CN
true
T0000003845
U00000107
2025-02-02 06:05:18
51.44
Smith, Ortiz and Clark Tech
Bank transfer to *194
transfer
pos
null
Carrilloburgh, US
false
T0000003846
U00000107
2025-02-18 20:59:54
240.43
Jackson-Lee Medical Center
Recurring payment to Jackson-Lee Medical Center
subscription
mobile
201.33.108.163
North Samuelfurt, US
false
T0000003847
U00000107
2025-03-14 04:12:30
481.58
Harvey-Finley Financial Advisors
ATM withdrawal
withdrawal
mobile
188.32.196.143
East Robinville, US
false
T0000003848
U00000107
2025-03-13 03:51:07
2,507.56
Greer-Johnson Internet Provider
Monthly subscription - Greer-Johnson Internet Provider [unusual merchant]
subscription
mobile
214.168.3.212
Murraychester, US
true
T0000003849
U00000107
2025-02-10 08:33:00
212.46
Ortiz-Hoover Medical Center
Monthly subscription - Ortiz-Hoover Medical Center
subscription
atm
null
Royshire, US
false
T0000003850
U00000107
2025-03-02 09:56:29
112.08
Stevens, Schmitt and Chen Computers
Payment to Stevens, Schmitt and Chen Computers
purchase
web
169.213.75.60
Port Davidshire, US
false
T0000003851
U00000107
2025-03-07 21:13:18
80.75
Garcia LLC Travel Booking
Money transfer
transfer
atm
null
East James, US
false
T0000003852
U00000107
2025-02-10 01:06:07
433.61
Ortiz-Hoover Medical Center
Transfer to account *6167
transfer
mobile
192.67.68.200
Monicamouth, US
false
T0000003853
U00000107
2025-03-12 01:35:58
695.36
Malone and Sons Software
Transfer to account *3044
transfer
mobile
86.133.101.138
Briggsmouth, RU
true
T0000003854
U00000107
2025-02-13 09:03:42
100.48
Kelley, Scott and Rowland Cinema
Money transfer
transfer
mobile
165.16.11.42
Port Darlene, US
false
T0000003855
U00000107
2025-01-19 17:57:01
620.61
Armstrong, Bennett and Hurst Water Services
Bank transfer to *1119
transfer
mobile
94.44.162.7
Jamesburgh, US
false
T0000003856
U00000107
2025-03-05 00:32:21
266.78
Ortiz-Hoover Medical Center
Transfer to account *2989
transfer
mobile
90.64.103.127
Brianview, US
false
T0000003857
U00000107
2025-02-26 16:17:17
268.47
Kelley, Scott and Rowland Cinema
Shopping at Kelley, Scott and Rowland Cinema
purchase
mobile
115.227.18.83
Sanchezstad, US
false
T0000003858
U00000108
2025-02-27 07:02:42
585.4
Harris, Walsh and Robles Mobile
Payment to Harris, Walsh and Robles Mobile
purchase
pos
null
Osbornehaven, US
false
T0000003859
U00000108
2025-02-15 07:42:41
170.19
Brown, Fernandez and King Car Wash
Money transfer
transfer
web
209.34.161.234
Port Jamesview, US
false
T0000003860
U00000108
2025-03-04 19:52:17
981.81
Kramer, Hall and Reed Phone Services
Payment to Kramer, Hall and Reed Phone Services
purchase
mobile
42.57.182.78
Lake Michaelfort, US
false
T0000003861
U00000108
2025-03-03 15:15:36
345.6
Bailey Inc Entertainment Complex
Monthly subscription - Bailey Inc Entertainment Complex
subscription
mobile
178.233.49.9
Matthewside, US
false
T0000003862
U00000108
2025-01-01 03:44:47
2,588.43
Spence, Jensen and Herman Car Rental
Bank transfer to *5893
transfer
mobile
148.36.181.201
Kaufmanshire, US
false
T0000003863
U00000108
2025-02-09 20:18:55
2,452.28
Cruz PLC Banking
Purchase at Cruz PLC Banking
purchase
mobile
19.198.4.31
Lindaport, US
false
T0000003864
U00000108
2025-02-20 04:41:20
521.63
Perkins Ltd Cruise Lines
Bank withdrawal
withdrawal
mobile
79.68.211.100
Zimmermanside, US
false
T0000003865
U00000108
2025-02-09 11:37:48
421
Bailey Inc Entertainment Complex
Payment to Bailey Inc Entertainment Complex
purchase
pos
null
North Michele, US
false
T0000003866
U00000108
2025-03-09 16:45:31
519.09
Newman-Baker Electronics
Subscription renewal - Newman-Baker Electronics
subscription
pos
null
West Jessica, US
true
T0000003867
U00000108
2025-02-21 06:06:47
1,548.23
Perkins Ltd Cruise Lines
Bank transfer to *448
transfer
mobile
122.250.59.174
Sophiahaven, US
false
T0000003868
U00000108
2025-02-24 09:22:33
3,400.34
Cruz PLC Banking
Bank withdrawal
withdrawal
pos
null
Wendyside, US
false
T0000003869
U00000108
2025-03-11 23:40:02
1,053.83
Jones Inc Mobile
Shopping at Jones Inc Mobile
purchase
mobile
121.131.59.168
Donnaview, US
false
T0000003870
U00000108
2025-01-18 15:48:00
1,928.5
Hunt PLC Restaurant
Monthly subscription - Hunt PLC Restaurant
subscription
web
122.139.102.179
Cummingsville, US
false
T0000003871
U00000108
2025-02-28 17:30:27
5,622.4
Roman and Sons Electronics
Transfer to account *3445
transfer
web
87.253.1.141
Port Sylvia, RO
true
T0000003872
U00000108
2025-02-19 15:06:01
595.01
Cruz PLC Banking
Shopping at Cruz PLC Banking
purchase
mobile
119.119.194.99
Port Cathyberg, US
false
T0000003873
U00000108
2025-02-03 19:27:56
146.35
Simon-Hicks Clothing
Recurring payment to Simon-Hicks Clothing
subscription
mobile
40.209.155.157
West Robert, US
false
T0000003874
U00000108
2025-03-07 01:27:11
129.47
Perkins Ltd Cruise Lines
Bought items at Perkins Ltd Cruise Lines
purchase
web
214.250.138.122
New Amber, US
false
T0000003875
U00000108
2025-01-19 10:08:54
305.62
Hunt PLC Restaurant
Subscription renewal - Hunt PLC Restaurant
subscription
mobile
65.164.130.214
Lake Erica, US
false
T0000003876
U00000108
2024-12-09 11:35:34
297.17
Williams, Wells and Thompson Financial Services
Cash withdrawal
withdrawal
atm
null
Jamesstad, US
true
T0000003877
U00000108
2025-03-02 09:37:54
279.71
Perkins Ltd Cruise Lines
Purchase at Perkins Ltd Cruise Lines
purchase
web
163.97.209.25
North James, US
false
T0000003878
U00000108
2025-03-08 11:08:55
2,080.47
Horton, Jordan and Barrett Gas Company
Subscription renewal - Horton, Jordan and Barrett Gas Company
subscription
mobile
138.225.38.198
South Alexander, US
false
T0000003879
U00000108
2025-03-05 06:09:58
456.2
Hunt PLC Restaurant
Cash withdrawal
withdrawal
mobile
83.132.87.10
Anthonyton, US
false
T0000003880
U00000108
2025-02-28 03:08:57
2,409.19
Obrien, Smith and Frank Supermarket
Money transfer
transfer
atm
null
Anthonymouth, US
false
T0000003881
U00000108
2025-02-18 13:30:57
310.96
Mccarthy-Ruiz Restaurant
Cash withdrawal
withdrawal
mobile
199.254.91.85
Courtneystad, US
false
T0000003882
U00000108
2025-01-29 18:12:56
298.59
Lyons-Barker Medical Center
Bought items at Lyons-Barker Medical Center
purchase
mobile
36.144.235.208
Davidmouth, US
false
T0000003883
U00000108
2025-03-05 22:13:34
301.1
Romero-Mcgee Café
Monthly subscription - Romero-Mcgee Café
subscription
web
54.222.7.181
West Juanview, US
false
T0000003884
U00000108
2025-02-05 02:23:41
160.73
Bailey Inc Entertainment Complex
Bank withdrawal
withdrawal
mobile
7.6.250.40
Richardburgh, US
false
T0000003885
U00000108
2025-02-12 02:08:46
382.27
Spence, Jensen and Herman Car Rental
Bank transfer to *5462
transfer
web
113.200.133.86
Joyceborough, US
false
T0000003886
U00000108
2025-03-08 20:54:08
430.04
Chavez, Griffith and Potter Electric Company
Recurring payment to Chavez, Griffith and Potter Electric Company
subscription
web
26.7.161.28
North Vickieport, US
false
T0000003887
U00000108
2025-03-10 03:23:57
3,391.58
Gonzalez-Mitchell Airlines
Shopping at Gonzalez-Mitchell Airlines
purchase
web
8.118.177.26
West Jonathanland, US
false
T0000003888
U00000108
2025-02-08 08:40:13
4,526.75
Becker LLC Fresh Market
Bank withdrawal
withdrawal
web
20.195.92.6
Port Charles, BR
true
T0000003889
U00000108
2024-12-23 15:52:26
176.92
Cruz PLC Banking
Subscription renewal - Cruz PLC Banking
subscription
pos
null
Stevensonmouth, US
false
T0000003890
U00000108
2025-02-12 23:02:56
177.77
Hunt PLC Restaurant
Bank withdrawal
withdrawal
atm
null
Jeffreyborough, US
false
T0000003891
U00000108
2025-02-24 08:56:18
201.31
Cruz PLC Banking
Monthly subscription - Cruz PLC Banking
subscription
mobile
168.22.180.158
Jamieshire, US
false
T0000003892
U00000108
2025-03-14 18:16:13
240.16
Bailey Inc Entertainment Complex
Recurring payment to Bailey Inc Entertainment Complex
subscription
mobile
123.86.145.56
West Brett, US
false
T0000003893
U00000108
2025-03-05 07:35:06
514.23
Perkins Ltd Cruise Lines
Shopping at Perkins Ltd Cruise Lines
purchase
mobile
88.91.191.209
North John, US
false
T0000003894
U00000108
2025-02-07 12:19:36
1,425.52
Cruz PLC Banking
ATM withdrawal
withdrawal
web
129.26.118.5
Dianemouth, US
false
T0000003895
U00000108
2025-02-21 11:38:57
547.74
Brown, Fernandez and King Car Wash
Bank transfer to *9532
transfer
atm
null
Port Madison, US
false
T0000003896
U00000108
2024-12-04 06:28:11
1,534.41
Norris, Kim and Allen Tech
Bank withdrawal
withdrawal
mobile
172.87.21.4
New Maryport, NG
true
T0000003897
U00000108
2025-03-14 09:20:27
455.54
Perkins Ltd Cruise Lines
Shopping at Perkins Ltd Cruise Lines
purchase
atm
null
Jonesport, US
false
T0000003898
U00000108
2025-02-26 23:15:27
389.43
Spence, Jensen and Herman Car Rental
ATM withdrawal
withdrawal
atm
null
Georgeland, US
false
T0000003899
U00000108
2025-03-08 09:41:58
514.53
Griffith-Hurst Bistro
Money transfer
transfer
atm
null
West Cheryl, US
false