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
T0000029900
U00000862
2025-03-12 22:55:26
110.97
Mueller-Lozano Travel Agency
Bank withdrawal
withdrawal
mobile
196.208.142.243
Lake Jonathon, IN
false
T0000029901
U00000862
2024-11-29 21:38:23
3,145.12
Adams LLC Streaming Services
Purchase at Adams LLC Streaming Services
purchase
atm
null
West Scott, RU
true
T0000029902
U00000862
2025-01-01 21:08:55
37.45
Mann, Young and Smith Clothing
Bank transfer to *3721
transfer
pos
null
Williambury, IN
false
T0000029903
U00000862
2025-03-11 15:34:00
74.81
Donovan-Stout Travel Agency
Transfer to account *669
transfer
mobile
197.12.149.30
Duarteborough, IN
false
T0000029904
U00000862
2025-03-10 19:37:44
545.99
Mueller-Lozano Travel Agency
ATM withdrawal
withdrawal
mobile
120.103.3.119
North Kaylee, IN
false
T0000029905
U00000862
2024-10-16 19:25:08
106.79
Mueller-Lozano Travel Agency
Cash withdrawal
withdrawal
atm
null
Hartside, IN
false
T0000029906
U00000862
2025-03-08 14:22:34
269.19
Jensen Inc Organic Foods
Purchase at Jensen Inc Organic Foods
purchase
web
88.193.129.153
New Donnafurt, IN
false
T0000029907
U00000862
2025-03-02 15:09:14
689.32
Donovan-Stout Travel Agency
Bought items at Donovan-Stout Travel Agency
purchase
web
71.37.212.21
Richardmouth, IN
false
T0000029908
U00000862
2025-01-30 03:16:56
196.82
Mendez-Mcdowell Fast Food
Bank transfer to *5938
transfer
mobile
25.17.103.61
West Jennifer, IN
false
T0000029909
U00000862
2025-01-23 11:43:46
74.7
Donovan-Stout Travel Agency
Bank transfer to *9755
transfer
web
16.192.40.123
Port Markfurt, IN
false
T0000029910
U00000862
2025-03-05 11:44:39
306.14
Donovan-Stout Travel Agency
Recurring payment to Donovan-Stout Travel Agency
subscription
mobile
101.76.91.142
Caldwellchester, IN
false
T0000029911
U00000862
2025-02-02 01:41:07
186.92
Mendez-Mcdowell Fast Food
ATM withdrawal
withdrawal
pos
null
Lake Charles, IN
false
T0000029912
U00000862
2025-02-07 09:59:16
109.85
Mueller-Lozano Travel Agency
Purchase at Mueller-Lozano Travel Agency
purchase
web
53.88.102.102
New Denisechester, IN
false
T0000029913
U00000862
2025-03-08 09:16:33
146.85
Donovan-Stout Travel Agency
Bank transfer to *566
transfer
pos
null
Lake Jonathan, IN
false
T0000029914
U00000862
2025-02-23 18:16:59
282.87
Donovan-Stout Travel Agency
Payment to Donovan-Stout Travel Agency
purchase
web
133.93.77.35
Williamsstad, IN
false
T0000029915
U00000862
2025-02-12 03:56:59
760.57
Donovan-Stout Travel Agency
Monthly subscription - Donovan-Stout Travel Agency
subscription
web
138.34.117.169
Victormouth, IN
false
T0000029916
U00000862
2025-02-24 11:54:27
945.87
Mueller-Lozano Travel Agency
Bank transfer to *8406
transfer
web
26.207.165.8
Ellisfort, IN
false
T0000029917
U00000862
2025-02-11 17:21:00
1,804.76
Donovan-Stout Travel Agency
Monthly subscription - Donovan-Stout Travel Agency
subscription
web
151.94.220.58
Martinezbury, IN
false
T0000029918
U00000863
2025-02-07 13:58:31
221.26
Small-Roberson Foods
Money transfer
transfer
mobile
137.114.103.150
Petersonborough, RU
false
T0000029919
U00000863
2025-02-19 00:38:48
360.61
Klein, Moore and Allen Hotels
Recurring payment to Klein, Moore and Allen Hotels
subscription
mobile
165.39.253.205
Port Cindyberg, RU
false
T0000029920
U00000863
2025-02-11 18:56:50
503.38
Atkins, Wade and Gomez Cinema
Bank withdrawal
withdrawal
mobile
135.134.183.88
West Matthew, RU
false
T0000029921
U00000863
2025-03-07 10:35:32
151.01
Hicks and Sons Vision Center
Subscription renewal - Hicks and Sons Vision Center
subscription
mobile
190.36.12.228
Kellyville, RU
false
T0000029922
U00000863
2025-03-09 22:56:11
269.83
Higgins-Lee Vacation Rentals
Recurring payment to Higgins-Lee Vacation Rentals
subscription
web
119.254.98.35
Hardyberg, RU
false
T0000029923
U00000863
2025-02-13 22:33:27
498.15
Wilkinson and Sons Internet Provider
Bank withdrawal
withdrawal
mobile
56.13.158.26
South Tiffany, RU
false
T0000029924
U00000863
2025-01-27 03:09:11
318.4
Atkins, Wade and Gomez Cinema
ATM withdrawal
withdrawal
web
40.244.64.252
Glovermouth, RU
false
T0000029925
U00000863
2025-02-08 18:51:33
111.13
Lewis-Jones Insurance
Subscription renewal - Lewis-Jones Insurance
subscription
web
176.108.33.135
Lake Michelleton, RU
false
T0000029926
U00000863
2025-02-22 22:53:45
103.75
Nunez, Sullivan and Reilly Tire Shop
Transfer to account *5789
transfer
web
10.226.195.201
New Shannon, RU
false
T0000029927
U00000863
2025-02-28 15:09:42
2,888.21
Parker LLC Tech
Bank withdrawal [maximum amount]
withdrawal
mobile
83.114.127.100
East Nicolehaven, CN
true
T0000029928
U00000863
2025-02-27 08:22:23
15.59
Lewis-Jones Insurance
Recurring payment to Lewis-Jones Insurance
subscription
mobile
26.111.115.166
Glennhaven, RU
false
T0000029929
U00000863
2025-03-14 13:30:35
145.02
Hansen-Anderson Digital Services
Payment to Hansen-Anderson Digital Services
purchase
mobile
91.255.145.85
North Brianville, RU
false
T0000029930
U00000863
2025-03-11 14:30:08
222.62
Klein, Moore and Allen Hotels
Bank transfer to *5528
transfer
mobile
17.247.87.224
North Brettshire, RU
false
T0000029931
U00000863
2025-03-06 20:11:39
145.3
Mays-Fletcher Cinema
Shopping at Mays-Fletcher Cinema
purchase
pos
null
Brookemouth, RU
false
T0000029932
U00000863
2025-03-13 21:55:45
1,135.25
Richardson, Mcintyre and Rodriguez Hotels
Subscription renewal - Richardson, Mcintyre and Rodriguez Hotels
subscription
mobile
130.123.201.107
West Robert, RU
false
T0000029933
U00000863
2025-03-12 04:09:31
87.29
Becker, Graves and Taylor Cruise Lines
Monthly subscription - Becker, Graves and Taylor Cruise Lines
subscription
web
204.185.200.4
Port Theresamouth, RU
false
T0000029934
U00000863
2025-03-11 05:01:15
144.19
Wagner-Hughes Hotels
Cash withdrawal
withdrawal
pos
null
Saundersview, CN
true
T0000029935
U00000863
2025-02-28 09:19:11
117.01
Nunez, Sullivan and Reilly Tire Shop
Money transfer
transfer
atm
null
Taylorville, RU
false
T0000029936
U00000863
2025-01-17 09:00:52
173.54
Klein, Moore and Allen Hotels
ATM withdrawal
withdrawal
mobile
176.189.215.208
Lake Johnside, RU
false
T0000029937
U00000863
2025-02-23 09:57:28
100.6
Griffith-Peters Car Wash
Purchase at Griffith-Peters Car Wash
purchase
pos
null
Hardinview, RU
false
T0000029938
U00000863
2025-02-26 19:02:24
95.65
Griffith-Peters Car Wash
Purchase at Griffith-Peters Car Wash
purchase
web
23.9.5.73
West Melissamouth, RU
false
T0000029939
U00000863
2025-01-28 15:45:01
60.54
Tran-Joseph Medical Center
Payment to Tran-Joseph Medical Center
purchase
web
15.101.40.234
Robertsview, RU
false
T0000029940
U00000863
2025-02-04 07:57:13
117.41
Morgan, Oneill and Foster Concert Hall
Shopping at Morgan, Oneill and Foster Concert Hall
purchase
mobile
166.164.233.26
Bishopbury, RU
false
T0000029941
U00000863
2025-03-14 18:51:09
2,304.09
Cobb-Schmidt Bistro
Transfer to account *6407
transfer
web
7.100.26.22
Lopezfort, RU
true
T0000029942
U00000863
2024-12-23 22:15:38
271.24
Lewis-Jones Insurance
ATM withdrawal
withdrawal
mobile
44.142.5.98
Mathewfurt, RU
false
T0000029943
U00000863
2025-02-17 20:10:10
79.07
Moreno PLC Pharmacy
Cash withdrawal [unusual location]
withdrawal
web
55.229.200.197
Smithfurt, BR
true
T0000029944
U00000863
2025-01-20 21:31:00
479.75
Klein, Moore and Allen Hotels
Money transfer
transfer
web
144.6.3.142
Elliottfurt, RU
false
T0000029945
U00000863
2025-01-09 00:05:00
108.09
Giles, Collier and Hunter Banking
Payment to Giles, Collier and Hunter Banking
purchase
mobile
78.24.218.229
West Pamelaberg, RU
false
T0000029946
U00000863
2025-01-14 08:47:46
22.39
Griffith-Peters Car Wash
Money transfer
transfer
web
165.242.58.37
Timothybury, RU
false
T0000029947
U00000863
2025-03-08 13:07:57
35.94
Klein, Moore and Allen Hotels
Shopping at Klein, Moore and Allen Hotels
purchase
pos
null
Walkermouth, RU
false
T0000029948
U00000863
2025-03-11 01:51:01
194.8
Hughes LLC Dental Clinic
Money transfer
transfer
atm
null
Wrighttown, RU
false
T0000029949
U00000863
2025-02-13 19:45:57
483.16
Bauer-Jones Car Dealership
Bank transfer to *2214
transfer
atm
null
Darrenmouth, RU
false
T0000029950
U00000863
2025-02-12 11:45:35
224.9
Hansen-Anderson Digital Services
Transfer to account *2959
transfer
web
178.205.146.112
North Robert, RU
false
T0000029951
U00000863
2025-03-08 10:33:04
166.85
Griffith-Peters Car Wash
Monthly subscription - Griffith-Peters Car Wash
subscription
pos
null
East Gary, RU
false
T0000029952
U00000863
2025-02-09 08:03:41
569.17
Klein, Moore and Allen Hotels
Payment to Klein, Moore and Allen Hotels
purchase
web
81.198.86.32
Port Anthonyview, RU
false
T0000029953
U00000863
2025-03-08 19:47:15
175.35
David, Lynch and Scott Electronics
Purchase at David, Lynch and Scott Electronics
purchase
pos
null
East Nancyborough, RU
false
T0000029954
U00000863
2025-01-27 03:27:00
114.2
Hansen-Anderson Digital Services
Recurring payment to Hansen-Anderson Digital Services
subscription
mobile
156.64.46.16
Jerrybury, RU
false
T0000029955
U00000863
2025-02-03 17:34:23
76.07
Bailey Ltd Tax Services
Bank transfer to *6549
transfer
mobile
193.174.50.53
Hartville, RU
false
T0000029956
U00000863
2025-01-25 10:51:30
133.33
Giles, Collier and Hunter Banking
ATM withdrawal
withdrawal
pos
null
Angelaton, RU
false
T0000029957
U00000863
2025-02-12 18:30:44
332.86
Tran-Joseph Medical Center
Bank withdrawal
withdrawal
web
18.196.142.24
Port Amberside, RU
false
T0000029958
U00000863
2025-03-06 03:47:22
115.03
Nelson, Cordova and Castaneda Grocery
ATM withdrawal
withdrawal
mobile
195.238.32.65
New Ryan, RU
false
T0000029959
U00000863
2025-03-09 23:35:27
79.53
Williams-Robles Auto Parts
Transfer to account *681
transfer
web
217.226.212.202
Hannahborough, RU
false
T0000029960
U00000863
2025-02-13 00:43:13
81.83
Baldwin Group Financial Advisors
Shopping at Baldwin Group Financial Advisors
purchase
web
85.162.99.88
Rileyland, RU
false
T0000029961
U00000863
2025-01-06 07:34:52
309.88
Tran-Joseph Medical Center
Monthly subscription - Tran-Joseph Medical Center
subscription
pos
null
Taylorfort, RU
false
T0000029962
U00000863
2024-12-26 21:08:57
436.74
Griffith-Peters Car Wash
Transfer to account *244
transfer
web
109.147.222.63
Lake Huntermouth, RU
false
T0000029963
U00000863
2025-02-02 08:47:35
264.64
Klein, Moore and Allen Hotels
Bank withdrawal
withdrawal
web
180.101.211.28
Lake Lisastad, RU
false
T0000029964
U00000863
2025-02-07 04:39:14
192.98
Nunez, Sullivan and Reilly Tire Shop
Subscription renewal - Nunez, Sullivan and Reilly Tire Shop
subscription
web
84.140.248.170
Port Jessica, RU
false
T0000029965
U00000863
2025-01-21 03:40:52
253
Hansen-Anderson Digital Services
Bought items at Hansen-Anderson Digital Services
purchase
web
108.50.16.68
Lopezmouth, RU
false
T0000029966
U00000863
2025-01-09 11:32:57
232.29
Malone-Hopkins Farmers Market
Bank transfer to *9450
transfer
mobile
169.209.108.163
North Michaelborough, RU
false
T0000029967
U00000863
2025-01-14 17:54:43
95.26
Gray Group Tech
Bank withdrawal
withdrawal
mobile
68.25.108.232
East Kathleenhaven, RU
false
T0000029968
U00000863
2024-11-19 09:31:37
149.6
Hansen-Anderson Digital Services
Bought items at Hansen-Anderson Digital Services
purchase
atm
null
South Jamiefort, RU
false
T0000029969
U00000863
2025-02-24 10:01:02
302.32
David, Lynch and Scott Electronics
Recurring payment to David, Lynch and Scott Electronics
subscription
mobile
3.123.138.136
Brownside, RU
false
T0000029970
U00000863
2025-02-03 10:51:44
148.65
David, Lynch and Scott Electronics
Payment to David, Lynch and Scott Electronics
purchase
mobile
35.82.223.139
Reginahaven, RU
false
T0000029971
U00000863
2025-02-16 10:04:55
59.73
Lewis-Jones Insurance
Payment to Lewis-Jones Insurance
purchase
pos
null
Lake Pamela, RU
false
T0000029972
U00000863
2025-03-09 19:27:00
255.95
Griffith-Peters Car Wash
Bank withdrawal
withdrawal
mobile
49.8.136.213
Lisaport, RU
false
T0000029973
U00000863
2025-03-05 20:08:09
290.5
Giles, Collier and Hunter Banking
Money transfer
transfer
mobile
14.240.211.15
Moorestad, RU
false
T0000029974
U00000863
2025-03-13 10:04:37
41.68
Giles, Collier and Hunter Banking
Subscription renewal - Giles, Collier and Hunter Banking
subscription
mobile
72.48.91.51
Victoriahaven, RU
false
T0000029975
U00000864
2025-03-11 16:53:13
97.3
Kelly PLC Internet Provider
Bank withdrawal
withdrawal
web
17.57.124.16
Heidiland, CN
true
T0000029976
U00000864
2024-11-21 04:45:38
1,080.44
Henderson LLC Farmers Market
Subscription renewal - Henderson LLC Farmers Market
subscription
mobile
176.4.65.162
Perkinsmouth, BR
false
T0000029977
U00000864
2024-12-09 05:58:53
290.95
Bean-Carter Auto Service
ATM withdrawal
withdrawal
pos
null
Port Charles, BR
false
T0000029978
U00000864
2025-03-14 10:57:39
246.97
Banks LLC Gas Company
Transfer to account *8376
transfer
pos
null
Brianville, BR
false
T0000029979
U00000864
2025-01-14 03:36:23
626.82
Anderson, Harrington and Gomez Phone Services
Payment to Anderson, Harrington and Gomez Phone Services
purchase
mobile
18.1.17.248
Taylorland, BR
false
T0000029980
U00000864
2025-02-14 02:26:08
2,751.27
Owens, West and Orr Mobile
Transfer to account *827
transfer
mobile
18.39.120.224
East Jodyville, NG
true
T0000029981
U00000864
2025-03-05 08:56:13
136.4
Banks LLC Gas Company
Cash withdrawal
withdrawal
web
59.119.175.170
Port Danielleland, BR
false
T0000029982
U00000864
2025-03-10 08:24:12
676.71
Wyatt-Vazquez Cable TV
ATM withdrawal
withdrawal
mobile
113.232.108.23
Reedberg, BR
true
T0000029983
U00000864
2025-03-09 17:10:00
280.51
Cruz Inc Department Store
Bank transfer to *2445
transfer
web
4.157.48.162
Maldonadohaven, BR
false
T0000029984
U00000864
2025-01-26 11:32:45
94.72
Henderson LLC Farmers Market
Payment to Henderson LLC Farmers Market
purchase
mobile
70.155.242.36
Port Laura, BR
false
T0000029985
U00000864
2025-03-06 03:23:47
288.38
Bean-Carter Auto Service
Cash withdrawal
withdrawal
pos
null
Ericksonstad, BR
false
T0000029986
U00000864
2025-02-10 02:36:05
398.8
Dennis-Knapp Financial Advisors
Money transfer
transfer
mobile
218.13.12.18
North Eric, BR
false
T0000029987
U00000864
2025-02-25 00:49:03
3,513.63
Garcia, Farmer and Schmidt Car Rental
Recurring payment to Garcia, Farmer and Schmidt Car Rental
subscription
mobile
218.216.137.86
West Kayla, RU
true
T0000029988
U00000864
2025-02-26 20:10:35
369.04
Moran-Rivera Pizzeria
ATM withdrawal
withdrawal
pos
null
New Christineshire, BR
false
T0000029989
U00000864
2025-03-03 20:57:28
714.62
Smith, Kim and Johnson Car Wash
Monthly subscription - Smith, Kim and Johnson Car Wash
subscription
web
57.100.239.139
New Joseph, RO
true
T0000029990
U00000864
2025-02-17 10:46:55
173.25
Morris, Ford and Clark Cable TV
Recurring payment to Morris, Ford and Clark Cable TV
subscription
mobile
119.64.107.80
Jonesborough, BR
false
T0000029991
U00000864
2025-01-31 16:23:34
263.94
Lynch-Thompson Financial Advisors
Bank transfer to *2267
transfer
web
151.18.85.20
Lake Timothyside, BR
false
T0000029992
U00000864
2025-02-16 20:00:12
564.26
White Inc Entertainment Complex
Bought items at White Inc Entertainment Complex
purchase
mobile
198.110.5.92
Lake Davidside, BR
false
T0000029993
U00000864
2025-03-05 12:10:58
342.89
Russell Group Department Store
Cash withdrawal
withdrawal
mobile
108.135.190.150
New Justinfort, BR
false
T0000029994
U00000864
2025-01-19 08:01:28
199.04
Ortega-Stevens Steakhouse
Recurring payment to Ortega-Stevens Steakhouse
subscription
web
184.145.162.49
Lake Michael, BR
true
T0000029995
U00000864
2025-02-17 01:06:59
361.05
Anderson, Harrington and Gomez Phone Services
Purchase at Anderson, Harrington and Gomez Phone Services
purchase
pos
null
North Jeffery, BR
false
T0000029996
U00000864
2024-12-26 03:10:54
556.63
Morris, Ford and Clark Cable TV
Monthly subscription - Morris, Ford and Clark Cable TV
subscription
atm
null
North Brandonfurt, BR
false
T0000029997
U00000864
2025-03-14 08:40:22
196.86
Armstrong-Higgins Vision Center
Shopping at Armstrong-Higgins Vision Center
purchase
pos
null
Lake Karen, BR
false
T0000029998
U00000864
2025-02-04 16:49:25
50.83
Smith Inc Concert Hall
Subscription renewal - Smith Inc Concert Hall
subscription
mobile
211.83.15.146
South Samuelview, BR
false
T0000029999
U00000864
2025-01-04 07:41:59
148.05
Morris, Ford and Clark Cable TV
Money transfer
transfer
web
111.193.181.129
South Anthony, BR
false