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
bool
2 classes
T0000006800
U00000193
2024-11-28 01:08:39
212.42
Buckley, Hall and Martin Cinema
Bank withdrawal
withdrawal
mobile
65.10.180.164
South Tara, BR
false
T0000006801
U00000193
2025-01-25 00:50:01
82.27
Leonard Ltd Wellness Center
Transfer to account *454
transfer
web
22.242.194.47
Fordbury, BR
false
T0000006802
U00000193
2025-02-14 00:03:30
536.08
Leonard Ltd Wellness Center
Money transfer
transfer
web
161.143.203.213
North Heatherburgh, BR
false
T0000006803
U00000193
2024-12-04 12:31:48
43.36
Ramos, Kelly and Stone Mobile
Subscription renewal - Ramos, Kelly and Stone Mobile
subscription
mobile
192.162.54.229
Port Angelica, BR
false
T0000006804
U00000193
2025-03-12 05:04:49
330.65
Wells-Walker Tax Services
Bought items at Wells-Walker Tax Services
purchase
atm
null
Mitchellchester, BR
false
T0000006805
U00000193
2025-02-21 02:35:27
108.66
Walsh PLC Auto Service
Subscription renewal - Walsh PLC Auto Service
subscription
web
142.225.252.72
Jonathanmouth, BR
false
T0000006806
U00000193
2025-03-03 18:36:34
530.66
Henderson, Brown and Schroeder Theater
Transfer to account *8898
transfer
web
92.204.13.86
Campbellbury, RU
true
T0000006807
U00000193
2025-02-12 13:04:28
205.03
Williams, Dawson and Ball Electronics
Transfer to account *8745
transfer
pos
null
West Kristine, BR
false
T0000006808
U00000193
2025-02-12 13:41:25
518.91
Gamble, Madden and Mills Steakhouse
ATM withdrawal
withdrawal
mobile
20.254.19.124
South Sarah, RO
true
T0000006809
U00000193
2024-10-14 07:10:45
166.57
White, Wilson and Welch Internet Provider
Payment to White, Wilson and Welch Internet Provider
purchase
web
28.196.125.131
South Randallbury, BR
false
T0000006810
U00000193
2025-03-08 16:49:05
87.58
Walsh PLC Auto Service
Purchase at Walsh PLC Auto Service
purchase
mobile
56.224.32.20
Singhview, BR
false
T0000006811
U00000193
2025-02-19 15:41:37
131.29
Buckley, Hall and Martin Cinema
Bank withdrawal
withdrawal
mobile
153.46.20.206
Keithmouth, BR
false
T0000006812
U00000193
2025-02-12 04:25:47
111.13
Bush Inc Tech
Money transfer
transfer
pos
null
Lake Joshua, BR
false
T0000006813
U00000193
2025-03-13 15:49:06
1,199.73
Reid, Arnold and Watkins Hotels
Payment to Reid, Arnold and Watkins Hotels
purchase
mobile
17.221.112.236
North Jenniferside, NG
true
T0000006814
U00000193
2025-03-13 09:49:45
61.74
Sandoval, Strong and Carrillo Car Rental
Purchase at Sandoval, Strong and Carrillo Car Rental
purchase
mobile
167.133.19.72
Abigailside, BR
false
T0000006815
U00000193
2025-02-21 14:20:26
260.47
Ortiz, Abbott and Weber Gas Station
Cash withdrawal
withdrawal
mobile
181.45.118.51
West Jackport, BR
false
T0000006816
U00000193
2025-03-09 06:44:05
243.63
Buckley, Hall and Martin Cinema
Monthly subscription - Buckley, Hall and Martin Cinema
subscription
pos
null
Lake Tyler, BR
false
T0000006817
U00000193
2025-01-15 18:07:33
194.87
Buckley, Hall and Martin Cinema
Purchase at Buckley, Hall and Martin Cinema
purchase
pos
null
South Casey, BR
false
T0000006818
U00000193
2024-11-12 14:33:03
169.3
Duke, Shepard and Haynes Farmers Market
Bank transfer to *3840
transfer
mobile
20.139.122.123
North Bradley, RU
true
T0000006819
U00000193
2025-02-23 14:10:56
403.38
Cole, Todd and Hopkins Market
Money transfer
transfer
mobile
115.28.55.169
Port William, BR
false
T0000006820
U00000193
2025-02-22 13:31:58
344.33
Mccullough and Sons Market
Shopping at Mccullough and Sons Market
purchase
web
116.47.198.180
Williamsside, BR
false
T0000006821
U00000193
2024-12-17 07:41:29
526.06
Jordan Group Software
Cash withdrawal
withdrawal
mobile
38.208.51.226
Conwayborough, BR
false
T0000006822
U00000193
2025-03-09 16:22:31
359.62
Walsh PLC Auto Service
Recurring payment to Walsh PLC Auto Service
subscription
mobile
166.210.140.40
West Renee, BR
false
T0000006823
U00000193
2024-11-25 15:51:02
244.59
Walsh PLC Auto Service
Transfer to account *4026
transfer
mobile
214.105.244.71
Montesberg, BR
false
T0000006824
U00000193
2025-01-08 01:04:58
94.22
Walsh PLC Auto Service
Transfer to account *9690
transfer
web
179.172.252.9
West Micheal, BR
false
T0000006825
U00000193
2025-02-10 17:11:13
332.79
Walsh PLC Auto Service
Money transfer
transfer
pos
null
Jeffreyberg, BR
false
T0000006826
U00000193
2025-03-08 04:17:09
679.79
Buckley, Hall and Martin Cinema
Money transfer
transfer
mobile
172.128.89.101
Maymouth, BR
false
T0000006827
U00000193
2025-03-10 05:35:15
166.03
Weber and Sons Tech
Cash withdrawal
withdrawal
mobile
176.237.99.7
Lake Amber, BR
false
T0000006828
U00000193
2024-12-30 07:09:35
529.94
Walsh PLC Auto Service
Subscription renewal - Walsh PLC Auto Service
subscription
pos
null
West Robertview, BR
false
T0000006829
U00000193
2025-02-09 22:00:33
62.99
Richard, Martinez and Jensen Internet Provider
ATM withdrawal
withdrawal
mobile
107.173.61.40
Wanghaven, BR
false
T0000006830
U00000193
2025-03-04 20:41:35
351.95
Walsh PLC Auto Service
ATM withdrawal
withdrawal
mobile
220.227.255.32
New Donald, BR
false
T0000006831
U00000194
2025-03-14 18:49:11
269.35
Thompson, Morris and Bowman Department Store
Transfer to account *1044
transfer
mobile
35.61.57.28
Katieview, US
false
T0000006832
U00000194
2025-02-15 14:20:44
3,684.28
Schmidt Ltd Vision Center
Money transfer
transfer
mobile
166.178.163.233
Rossmouth, NG
true
T0000006833
U00000194
2025-01-14 13:53:34
700.62
Barajas Inc Fast Food
Purchase at Barajas Inc Fast Food
purchase
web
147.35.20.124
East Benjamin, CN
true
T0000006834
U00000194
2025-03-12 16:52:35
133.38
Rogers, Sanders and Cooper Entertainment Complex
ATM withdrawal
withdrawal
mobile
138.96.197.108
West Jameshaven, US
false
T0000006835
U00000194
2025-02-11 10:55:53
509.13
Jones-Clark Banking
Bank transfer to *7710
transfer
mobile
131.63.220.118
Meyersborough, US
false
T0000006836
U00000194
2025-01-05 17:45:13
447.89
Duncan PLC Pharmacy
Bank withdrawal
withdrawal
web
130.241.181.159
Sydneyville, US
false
T0000006837
U00000194
2025-01-24 01:21:27
778.33
Rogers, Sanders and Cooper Entertainment Complex
Monthly subscription - Rogers, Sanders and Cooper Entertainment Complex
subscription
web
186.98.137.136
South Brookechester, US
false
T0000006838
U00000194
2025-03-10 03:42:08
928.13
Walker-Daniels Organic Foods
ATM withdrawal
withdrawal
web
62.19.20.53
Davidhaven, US
false
T0000006839
U00000194
2025-03-07 04:38:26
299.6
Brady, Patton and Turner Organic Foods
Cash withdrawal
withdrawal
mobile
111.101.251.171
Edwardsmouth, US
false
T0000006840
U00000194
2025-02-13 09:56:44
510.09
Glover-Gilmore Cinema
Shopping at Glover-Gilmore Cinema
purchase
mobile
172.3.88.246
Alvaradoside, US
false
T0000006841
U00000194
2025-01-22 04:33:08
145.13
Rogers, Sanders and Cooper Entertainment Complex
Recurring payment to Rogers, Sanders and Cooper Entertainment Complex
subscription
mobile
122.6.16.161
East Timothy, US
false
T0000006842
U00000194
2025-03-05 16:45:37
190.56
Mcdonald, Taylor and Williams Pharmacy
Money transfer
transfer
mobile
133.66.194.49
West Robert, US
false
T0000006843
U00000194
2025-01-23 06:33:30
270.8
Mcdonald, Taylor and Williams Pharmacy
Payment to Mcdonald, Taylor and Williams Pharmacy
purchase
web
190.20.205.146
Johnfort, US
false
T0000006844
U00000194
2025-03-08 19:21:19
349.93
Taylor Ltd Auto Parts
Monthly subscription - Taylor Ltd Auto Parts
subscription
pos
null
Port David, US
false
T0000006845
U00000194
2024-12-15 22:10:04
198.82
Gutierrez, Holt and Payne Dental Clinic
Payment to Gutierrez, Holt and Payne Dental Clinic
purchase
web
103.75.30.46
Port Meredith, US
false
T0000006846
U00000194
2025-03-14 04:51:19
263.66
Long Ltd Department Store
Bought items at Long Ltd Department Store
purchase
web
135.239.59.26
Erinberg, US
true
T0000006847
U00000194
2025-01-28 19:52:06
285.42
Crawford, Mahoney and Huang Diner
Bank withdrawal
withdrawal
mobile
78.73.253.53
Paulchester, RO
true
T0000006848
U00000194
2024-12-27 13:40:41
61.18
Davis, Scott and Solomon Tax Services
Money transfer
transfer
mobile
95.166.3.162
Reneeland, US
false
T0000006849
U00000194
2025-03-13 07:43:57
158.27
Rogers, Sanders and Cooper Entertainment Complex
Shopping at Rogers, Sanders and Cooper Entertainment Complex
purchase
mobile
107.216.141.88
Johnview, US
false
T0000006850
U00000194
2025-01-26 08:34:46
413.67
Brady, Patton and Turner Organic Foods
ATM withdrawal
withdrawal
mobile
137.194.124.145
Sarahhaven, US
false
T0000006851
U00000194
2025-03-06 02:59:39
540.41
Taylor, Alvarado and Carlson Fresh Market
Bought items at Taylor, Alvarado and Carlson Fresh Market
purchase
atm
null
Port Kimstad, US
false
T0000006852
U00000194
2024-12-17 12:11:24
246.27
Miller, Johnson and Rogers Foods
Transfer to account *9109
transfer
mobile
145.87.65.60
Lake Kevin, US
false
T0000006853
U00000194
2025-02-10 20:42:27
127.11
Reynolds PLC Car Wash
Bank transfer to *1402
transfer
atm
null
New Joshuaborough, US
false
T0000006854
U00000194
2024-12-20 11:16:31
814.62
Miller, Johnson and Rogers Foods
Recurring payment to Miller, Johnson and Rogers Foods
subscription
mobile
113.229.10.6
Lake Anthonyshire, US
false
T0000006855
U00000194
2025-02-23 10:43:11
216.35
Rogers, Sanders and Cooper Entertainment Complex
Money transfer
transfer
mobile
198.144.165.179
Rogerschester, US
false
T0000006856
U00000194
2025-03-01 14:59:32
201.08
Wright-Henry Streaming Services
Bank transfer to *8384
transfer
web
142.129.142.118
Wardstad, US
false
T0000006857
U00000194
2025-03-01 05:12:05
906.6
Rogers, Sanders and Cooper Entertainment Complex
ATM withdrawal
withdrawal
pos
null
South Frankburgh, US
false
T0000006858
U00000194
2025-01-09 22:09:49
470.68
Mcdonald, Taylor and Williams Pharmacy
Bank transfer to *2563
transfer
mobile
112.191.55.143
East Kimberly, US
false
T0000006859
U00000194
2025-03-03 11:06:33
175.08
Brady, Patton and Turner Organic Foods
Transfer to account *7131
transfer
mobile
147.29.56.2
Riveraport, US
false
T0000006860
U00000194
2025-02-23 14:07:23
441.73
Mcdonald, Taylor and Williams Pharmacy
Cash withdrawal
withdrawal
mobile
102.88.122.174
Port Debbie, US
false
T0000006861
U00000194
2024-10-31 16:18:50
205.71
Barrera, Davis and Owens Streaming Services
Subscription renewal - Barrera, Davis and Owens Streaming Services
subscription
web
51.32.79.27
Baileyville, US
false
T0000006862
U00000194
2025-02-19 11:47:16
360.21
Jones-Clark Banking
Transfer to account *9651
transfer
web
98.175.242.33
Lake Jeffery, US
false
T0000006863
U00000194
2024-11-06 21:15:33
678.08
Mcdonald, Taylor and Williams Pharmacy
Purchase at Mcdonald, Taylor and Williams Pharmacy
purchase
web
24.119.26.108
East Travisfurt, US
false
T0000006864
U00000194
2025-03-10 07:04:58
402.9
Johnson, Williams and Brown Electronics
Money transfer
transfer
mobile
131.2.181.176
Port Juan, US
false
T0000006865
U00000194
2025-01-21 14:21:48
780.89
Zamora, Sanchez and Weber Home Goods
Recurring payment to Zamora, Sanchez and Weber Home Goods
subscription
mobile
18.128.82.13
Seanbury, NG
true
T0000006866
U00000194
2025-03-10 14:41:58
717.49
Jones-Clark Banking
Payment to Jones-Clark Banking
purchase
mobile
144.133.30.237
Morganville, US
false
T0000006867
U00000194
2025-02-08 23:55:02
376.8
Perez-Ryan Sporting Goods
Bank transfer to *8098
transfer
web
170.175.17.116
Kennethberg, US
false
T0000006868
U00000194
2025-01-13 04:24:49
165.29
Davis, Scott and Solomon Tax Services
Monthly subscription - Davis, Scott and Solomon Tax Services
subscription
mobile
116.63.122.221
Port Corey, US
false
T0000006869
U00000194
2024-12-25 09:20:19
558.44
Rogers, Sanders and Cooper Entertainment Complex
Subscription renewal - Rogers, Sanders and Cooper Entertainment Complex
subscription
mobile
132.1.167.72
Edwinchester, US
false
T0000006870
U00000194
2024-12-13 20:29:40
260.92
Davis, Scott and Solomon Tax Services
Monthly subscription - Davis, Scott and Solomon Tax Services
subscription
mobile
105.147.249.91
East James, US
false
T0000006871
U00000194
2025-03-13 03:21:18
165.43
Rogers, Sanders and Cooper Entertainment Complex
Cash withdrawal
withdrawal
mobile
68.87.211.153
South Stacyton, US
false
T0000006872
U00000194
2025-03-05 03:35:15
367.66
Brady, Patton and Turner Organic Foods
Recurring payment to Brady, Patton and Turner Organic Foods
subscription
pos
null
East William, US
false
T0000006873
U00000194
2024-12-25 11:20:51
1,811.56
Thornton Inc Concert Hall
Purchase at Thornton Inc Concert Hall
purchase
atm
null
Sotofort, US
false
T0000006874
U00000194
2025-03-12 04:44:07
18.84
Hughes-Nash Gaming
Bank withdrawal
withdrawal
web
138.22.234.48
Morrowstad, NG
true
T0000006875
U00000194
2025-03-12 12:42:57
409.79
Mcdonald, Taylor and Williams Pharmacy
Subscription renewal - Mcdonald, Taylor and Williams Pharmacy
subscription
pos
null
West Stevenhaven, US
false
T0000006876
U00000195
2025-01-28 09:11:14
227.19
Clarke Ltd Café
Bank transfer to *7225
transfer
mobile
168.68.201.102
West Jim, GB
false
T0000006877
U00000195
2025-02-21 06:52:15
230.94
Vaughn Inc Home Goods
Bank withdrawal
withdrawal
mobile
28.78.144.188
East Yeseniamouth, GB
false
T0000006878
U00000195
2025-03-07 16:00:12
2.45
Howell, Fritz and Walters Investments
Bank transfer to *3101
transfer
mobile
113.108.150.165
Port Angelicahaven, GB
true
T0000006879
U00000195
2025-02-25 18:24:03
152.54
Vaughn Inc Home Goods
ATM withdrawal
withdrawal
pos
null
Mcdonaldstad, GB
false
T0000006880
U00000195
2025-02-16 05:55:51
128.24
Vaughn Inc Home Goods
Subscription renewal - Vaughn Inc Home Goods
subscription
atm
null
Port Robertville, GB
false
T0000006881
U00000195
2025-03-12 14:08:05
246.05
Stanley-Wright Organic Foods
Money transfer
transfer
atm
null
East Robertport, GB
false
T0000006882
U00000195
2025-03-02 09:16:24
839.42
Bright-Burns Fresh Market
Purchase at Bright-Burns Fresh Market
purchase
mobile
27.131.117.70
Leeside, GB
false
T0000006883
U00000195
2025-03-10 21:22:02
184.86
Harris, Wise and Cook Tax Services
Bank transfer to *4539
transfer
web
117.4.87.29
West Kathleenchester, GB
false
T0000006884
U00000195
2025-01-01 21:39:39
475.41
Clarke Ltd Café
Money transfer
transfer
atm
null
Port Rachelfurt, GB
false
T0000006885
U00000195
2025-03-10 03:42:36
273.55
Meyer-Perkins Cable TV
ATM withdrawal
withdrawal
mobile
36.46.155.148
Cathyberg, GB
false
T0000006886
U00000195
2025-01-04 01:45:23
1,116.6
Henderson and Sons Sporting Goods
Purchase at Henderson and Sons Sporting Goods
purchase
mobile
102.126.201.244
West Deborah, NG
true
T0000006887
U00000195
2025-03-11 05:24:16
152.97
Evans-Fitzgerald Car Dealership
Payment to Evans-Fitzgerald Car Dealership
purchase
mobile
93.12.221.175
New Matthewhaven, GB
false
T0000006888
U00000195
2025-03-13 00:38:07
91.37
Vaughn Inc Home Goods
Subscription renewal - Vaughn Inc Home Goods
subscription
mobile
103.201.110.169
New Bradley, GB
false
T0000006889
U00000195
2025-02-17 15:16:44
338.99
Clarke Ltd Café
Purchase at Clarke Ltd Café
purchase
mobile
104.186.3.67
North Darrenborough, GB
false
T0000006890
U00000195
2025-03-10 12:55:20
57.74
Vaughn Inc Home Goods
Payment to Vaughn Inc Home Goods
purchase
mobile
171.29.127.47
Greenchester, GB
false
T0000006891
U00000195
2025-01-29 06:41:32
410.1
Long-Martinez Car Rental
Recurring payment to Long-Martinez Car Rental
subscription
mobile
135.119.78.160
Williamsville, GB
false
T0000006892
U00000195
2025-01-16 20:32:42
475.67
Bullock-Baker Gas Station
ATM withdrawal
withdrawal
atm
null
Lake Juanton, GB
false
T0000006893
U00000195
2024-12-03 10:05:35
735.36
Clarke Ltd Café
Transfer to account *7774
transfer
web
48.12.219.57
Melissaburgh, GB
false
T0000006894
U00000195
2025-03-13 01:41:22
281.34
Vaughn Inc Home Goods
Bought items at Vaughn Inc Home Goods
purchase
atm
null
Ortegafort, GB
false
T0000006895
U00000195
2025-03-02 16:51:22
744.65
Bright-Burns Fresh Market
Money transfer
transfer
web
130.181.188.51
Lopeztown, GB
false
T0000006896
U00000195
2025-02-12 10:59:48
924.87
Wright-Snyder Pizzeria
Payment to Wright-Snyder Pizzeria
purchase
atm
null
Denisechester, GB
true
T0000006897
U00000195
2024-12-27 02:55:05
717.62
Clarke Ltd Café
Subscription renewal - Clarke Ltd Café
subscription
pos
null
North Kathrynville, GB
false
T0000006898
U00000195
2025-01-24 21:49:01
870.5
Clarke Ltd Café
Bank transfer to *3352
transfer
mobile
107.182.74.108
Douglasberg, GB
false
T0000006899
U00000195
2025-03-06 23:05:27
2,631.54
Sherman Ltd Cinema
Purchase at Sherman Ltd Cinema
purchase
atm
null
North Vanessaborough, NG
true