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
T0000029000
U00000840
2025-03-11 02:09:58
623.78
Taylor Ltd Tech
Transfer to account *4424
transfer
web
162.138.235.136
West Stephenton, IN
false
T0000029001
U00000840
2025-02-15 03:02:45
76.08
Fuller, Bowers and Johnson Grocery
Recurring payment to Fuller, Bowers and Johnson Grocery
subscription
web
47.252.6.18
South Sara, IN
false
T0000029002
U00000840
2025-02-26 08:21:14
1,086.35
Ortega-Collins Car Wash
Money transfer
transfer
mobile
35.170.185.32
Kathyshire, IN
false
T0000029003
U00000840
2025-02-24 19:47:51
164.99
Lane, Gilbert and Strickland Auto Service
Monthly subscription - Lane, Gilbert and Strickland Auto Service
subscription
web
109.183.202.206
Hickmanport, IN
false
T0000029004
U00000840
2025-03-04 22:52:19
1,357.63
Rogers Ltd Auto Service
Bank withdrawal
withdrawal
mobile
48.110.103.188
Jenniferport, IN
false
T0000029005
U00000840
2025-02-28 07:53:12
186.13
Woodard Inc Tech
ATM withdrawal
withdrawal
pos
null
New Kimberly, IN
false
T0000029006
U00000840
2025-03-08 05:45:09
354.23
Becker-Vasquez Pharmacy
Bank withdrawal
withdrawal
mobile
178.247.37.45
Taylorside, IN
false
T0000029007
U00000840
2025-03-05 07:00:39
644.18
Eaton LLC Software
Cash withdrawal
withdrawal
web
96.92.220.52
Jennaburgh, IN
false
T0000029008
U00000840
2025-03-07 12:31:20
297.8
Hicks Group Concert Hall
Monthly subscription - Hicks Group Concert Hall
subscription
web
199.106.130.178
Greenestad, IN
false
T0000029009
U00000840
2024-12-12 16:32:20
478.66
Mccarthy, Ryan and Johnson Electronics
Transfer to account *2345
transfer
mobile
151.0.167.178
Molinafort, IN
false
T0000029010
U00000840
2025-02-11 14:02:54
193.28
Woodard Inc Tech
Bank transfer to *100
transfer
mobile
18.135.31.96
North Davidfurt, IN
false
T0000029011
U00000840
2025-02-21 05:41:03
255.89
Tate-Herrera Entertainment Complex
ATM withdrawal
withdrawal
pos
null
North David, IN
false
T0000029012
U00000840
2025-03-01 19:12:44
210.36
Mitchell-Guzman Clothing
Shopping at Mitchell-Guzman Clothing
purchase
web
23.206.148.79
New Marissaburgh, IN
true
T0000029013
U00000840
2024-11-10 22:58:29
142.67
Wilkins-Day Healthcare Services
Subscription renewal - Wilkins-Day Healthcare Services
subscription
atm
null
South Karen, IN
true
T0000029014
U00000841
2025-02-06 12:09:49
2,576.83
Daniels, Holloway and Marsh Electronics
Shopping at Daniels, Holloway and Marsh Electronics
purchase
web
123.47.49.10
Lauramouth, RO
true
T0000029015
U00000841
2025-02-28 12:36:39
1,716.09
Whitehead-Williams Auto Parts
Bought items at Whitehead-Williams Auto Parts
purchase
mobile
13.91.10.121
New Edwinland, CA
false
T0000029016
U00000841
2025-01-31 16:22:07
44.18
Cohen, Christensen and Smith Computers
Transfer to account *3572
transfer
pos
null
Ochoafort, CA
false
T0000029017
U00000841
2025-01-19 10:52:10
168.24
Ramirez, Franco and Martinez Gas Company
Bank transfer to *4153 [unknown recipient]
transfer
web
65.110.144.33
Lake Michael, CA
true
T0000029018
U00000841
2025-01-24 17:56:05
365.1
Arellano, Andrews and Morgan Tech
Transfer to account *403
transfer
pos
null
Whitneytown, CA
false
T0000029019
U00000841
2025-03-02 21:01:32
668.77
Barrett PLC Concert Hall
Money transfer
transfer
web
199.2.176.91
New Williambury, CA
false
T0000029020
U00000841
2024-12-07 13:28:03
43.09
Burton-Jones Travel Booking
Bought items at Burton-Jones Travel Booking
purchase
web
222.184.76.90
West Courtneyport, CA
false
T0000029021
U00000841
2024-12-22 14:57:09
2,023.23
Anderson PLC Insurance
Cash withdrawal
withdrawal
atm
null
West Sarabury, RU
true
T0000029022
U00000841
2025-03-08 05:57:26
138.67
Watson LLC Fresh Market
Cash withdrawal
withdrawal
web
16.30.0.252
Lake Kelly, CA
false
T0000029023
U00000841
2024-12-30 22:37:12
123.32
Thompson-Baker Auto Parts
Transfer to account *9053
transfer
atm
null
Port Joelville, CA
false
T0000029024
U00000841
2024-12-28 19:43:48
263.75
Watson LLC Fresh Market
Shopping at Watson LLC Fresh Market
purchase
web
197.39.143.163
Stephaniefort, CA
false
T0000029025
U00000841
2025-03-05 19:26:11
118.98
Hopkins, Osborn and Wheeler Electronics
Shopping at Hopkins, Osborn and Wheeler Electronics
purchase
pos
null
Laurashire, CA
false
T0000029026
U00000841
2025-03-10 21:03:36
104.32
Arellano, Andrews and Morgan Tech
Money transfer
transfer
mobile
123.104.207.83
East Jamieview, CA
false
T0000029027
U00000841
2025-02-05 15:37:34
207.47
Hernandez-Nelson Concert Hall
Money transfer
transfer
web
62.241.85.72
North Samuelbury, CA
false
T0000029028
U00000841
2025-03-14 13:33:47
623.62
Hicks, Cruz and Rice Electronics
Purchase at Hicks, Cruz and Rice Electronics
purchase
mobile
109.84.52.186
Josephberg, CA
false
T0000029029
U00000841
2025-03-02 19:36:30
267.09
Hicks, Cruz and Rice Electronics
Bank withdrawal
withdrawal
mobile
28.165.235.4
East Virginiahaven, CA
false
T0000029030
U00000841
2025-03-07 02:24:21
173.44
Bush, King and Dixon Grocery
Money transfer
transfer
web
48.10.58.247
Danielberg, CA
true
T0000029031
U00000841
2025-03-08 02:15:42
118.03
Hopkins, Osborn and Wheeler Electronics
Cash withdrawal
withdrawal
web
96.187.141.126
South Erinstad, CA
false
T0000029032
U00000841
2025-03-05 13:44:30
251.92
Cohen, Christensen and Smith Computers
Money transfer
transfer
mobile
3.103.112.177
Taylorborough, CA
false
T0000029033
U00000841
2025-03-07 02:43:18
90.33
Barber Group Home Goods
Monthly subscription - Barber Group Home Goods
subscription
web
165.91.18.4
Davidhaven, CA
false
T0000029034
U00000841
2025-01-19 19:10:07
606.46
Hicks, Cruz and Rice Electronics
Subscription renewal - Hicks, Cruz and Rice Electronics
subscription
pos
null
New Lee, CA
false
T0000029035
U00000841
2024-11-07 14:38:21
564.33
Butler-White Banking
Monthly subscription - Butler-White Banking
subscription
atm
null
Lake Jennifer, CA
false
T0000029036
U00000841
2025-03-05 19:10:15
158.26
Hopkins, Osborn and Wheeler Electronics
Subscription renewal - Hopkins, Osborn and Wheeler Electronics
subscription
atm
null
Brooksview, CA
false
T0000029037
U00000841
2025-03-07 19:27:17
207.22
Hopkins, Osborn and Wheeler Electronics
Monthly subscription - Hopkins, Osborn and Wheeler Electronics
subscription
web
13.2.97.207
Lake Maria, CA
false
T0000029038
U00000841
2025-02-12 00:44:20
61.94
Branch LLC Water Services
Subscription renewal - Branch LLC Water Services
subscription
pos
null
Kimberlystad, CA
false
T0000029039
U00000841
2025-02-19 10:55:04
619.93
Herring, Hall and Graham Gas Company
Transfer to account *3891
transfer
pos
null
Collinsview, RO
true
T0000029040
U00000841
2025-03-02 05:29:08
194.59
Hicks, Cruz and Rice Electronics
Cash withdrawal
withdrawal
mobile
173.34.147.78
East Gabriellaburgh, CA
false
T0000029041
U00000841
2025-03-08 16:12:33
1,124.37
Hopkins, Osborn and Wheeler Electronics
Shopping at Hopkins, Osborn and Wheeler Electronics
purchase
web
190.236.92.48
West Paulfurt, CA
false
T0000029042
U00000842
2025-02-26 17:51:54
235.9
Wilson, Myers and Rogers Travel Booking
Payment to Wilson, Myers and Rogers Travel Booking
purchase
web
75.107.122.53
Patrickchester, IN
true
T0000029043
U00000842
2025-02-26 19:00:55
95.34
Alvarez, Rosales and Jordan Theater
ATM withdrawal
withdrawal
mobile
184.246.125.77
Wilkinsonfort, IN
false
T0000029044
U00000843
2025-02-26 19:49:38
107.73
Johnson LLC Steakhouse
Subscription renewal - Johnson LLC Steakhouse
subscription
atm
null
East Michaelhaven, CN
false
T0000029045
U00000843
2025-01-26 07:20:21
751.17
Collins Ltd Car Wash
Monthly subscription - Collins Ltd Car Wash
subscription
mobile
14.195.41.197
Port Louisside, CN
false
T0000029046
U00000843
2025-02-22 02:25:30
206.03
Harris Inc Car Dealership
Payment to Harris Inc Car Dealership
purchase
mobile
138.201.12.204
Port Marilynland, CN
false
T0000029047
U00000843
2025-02-26 01:31:05
107.65
Fitzgerald, Raymond and Gutierrez Restaurant
Bank transfer to *194
transfer
mobile
19.32.181.189
Feliciachester, CN
false
T0000029048
U00000843
2025-03-12 11:35:14
167.45
King-Turner Hardware
Recurring payment to King-Turner Hardware
subscription
pos
null
Hendricksstad, CN
false
T0000029049
U00000843
2024-11-18 00:12:32
1,467.02
Welch Group Sporting Goods
Cash withdrawal
withdrawal
pos
null
New Ginabury, CN
false
T0000029050
U00000843
2025-02-13 21:55:22
453.9
Welch Group Sporting Goods
Bought items at Welch Group Sporting Goods
purchase
mobile
54.231.157.173
Danchester, CN
false
T0000029051
U00000843
2025-03-09 10:02:27
404.17
Lucas-Barrett Theater
Purchase at Lucas-Barrett Theater
purchase
mobile
171.228.210.220
Kennethfort, CN
false
T0000029052
U00000843
2025-03-11 05:08:43
444.12
Lucas-Barrett Theater
Bank transfer to *8632
transfer
mobile
190.6.217.195
Lake Jerry, CN
false
T0000029053
U00000843
2025-03-14 13:17:53
2,779.99
Stewart Group Mobile
Bought items at Stewart Group Mobile
purchase
pos
null
North Benjamin, CN
true
T0000029054
U00000843
2024-11-25 01:18:00
348.09
Castillo, Wilson and Greene Theater
Monthly subscription - Castillo, Wilson and Greene Theater
subscription
mobile
114.102.147.21
Kylefurt, CN
false
T0000029055
U00000843
2025-03-08 11:04:04
140.98
Bowman Group Home Goods
Recurring payment to Bowman Group Home Goods
subscription
web
105.254.52.48
New Robertberg, CN
false
T0000029056
U00000843
2025-03-13 12:20:08
121.99
Hall LLC Water Services
Bought items at Hall LLC Water Services
purchase
mobile
97.67.72.194
East Christopherstad, CN
false
T0000029057
U00000843
2025-01-28 09:54:43
381
Clarke-Torres Accessories
ATM withdrawal
withdrawal
mobile
141.40.239.41
North Stevefurt, CN
false
T0000029058
U00000843
2025-02-26 13:52:24
883.96
Greene-Perry Cruise Lines
Bank transfer to *3087
transfer
web
205.24.113.190
Matthewmouth, CN
false
T0000029059
U00000843
2025-03-10 12:03:34
141.02
Johnson LLC Steakhouse
Bought items at Johnson LLC Steakhouse
purchase
mobile
37.184.148.143
Christinaview, CN
false
T0000029060
U00000843
2025-03-10 05:53:00
151.08
Hall LLC Water Services
Shopping at Hall LLC Water Services
purchase
mobile
97.12.101.82
North Kyleton, CN
false
T0000029061
U00000843
2025-02-27 21:45:13
350.58
Lucas-Barrett Theater
Shopping at Lucas-Barrett Theater
purchase
mobile
77.49.10.13
Port Elizabethside, CN
false
T0000029062
U00000843
2024-12-24 03:42:32
93.48
Castillo, Wilson and Greene Theater
Subscription renewal - Castillo, Wilson and Greene Theater
subscription
mobile
90.3.252.125
Christinamouth, CN
false
T0000029063
U00000843
2025-02-25 14:23:03
91.59
Hall LLC Water Services
Bank withdrawal
withdrawal
pos
null
Kristenhaven, CN
false
T0000029064
U00000843
2025-03-02 05:14:36
447.27
Welch Group Sporting Goods
Bought items at Welch Group Sporting Goods
purchase
atm
null
Rodriguezland, CN
false
T0000029065
U00000843
2025-02-18 10:49:56
327.15
Lucas-Barrett Theater
Bank transfer to *885
transfer
pos
null
Martinfort, CN
false
T0000029066
U00000843
2025-01-30 00:55:23
166.44
Lucas-Barrett Theater
Money transfer
transfer
mobile
87.38.80.182
Patrickton, CN
false
T0000029067
U00000843
2024-12-30 09:35:45
155.45
Cruz-Miller Internet Provider
Subscription renewal - Cruz-Miller Internet Provider
subscription
web
151.86.126.208
Port Cathytown, CN
false
T0000029068
U00000843
2025-01-23 23:35:03
467.66
Greene-Perry Cruise Lines
Recurring payment to Greene-Perry Cruise Lines
subscription
web
163.245.228.40
Port Jamesmouth, CN
false
T0000029069
U00000843
2024-12-20 01:58:18
1,042.34
Blackburn Ltd Clothing
Monthly subscription - Blackburn Ltd Clothing
subscription
atm
null
South Scott, CN
false
T0000029070
U00000843
2025-02-23 00:45:26
263.1
King-Turner Hardware
ATM withdrawal
withdrawal
web
184.128.173.21
South Sandra, CN
false
T0000029071
U00000843
2025-02-17 20:12:52
1,080.77
Lucas-Barrett Theater
Bank withdrawal
withdrawal
mobile
179.63.74.57
Port William, CN
false
T0000029072
U00000843
2025-02-28 11:54:21
124.02
Greene-Perry Cruise Lines
ATM withdrawal
withdrawal
web
175.81.3.119
New Melissa, CN
false
T0000029073
U00000843
2025-01-05 06:20:02
113.98
King-Turner Hardware
Money transfer
transfer
mobile
152.196.148.238
Novakbury, CN
false
T0000029074
U00000843
2025-03-09 13:38:18
139.84
Bowman Group Home Goods
Bank withdrawal
withdrawal
web
73.160.187.123
West Bryanton, CN
false
T0000029075
U00000843
2025-03-14 16:44:15
472.99
Welch Group Sporting Goods
Monthly subscription - Welch Group Sporting Goods
subscription
atm
null
East Leah, CN
false
T0000029076
U00000843
2024-12-05 21:24:40
442.42
Hall LLC Water Services
Payment to Hall LLC Water Services
purchase
mobile
105.42.200.0
Patriciaview, CN
false
T0000029077
U00000843
2024-10-27 09:02:30
139.62
Hall LLC Water Services
Transfer to account *4456
transfer
pos
null
North Donaldville, CN
false
T0000029078
U00000843
2025-02-13 18:07:44
336.45
Johnson LLC Steakhouse
Bank transfer to *2765
transfer
mobile
65.118.208.51
North Anthonymouth, CN
false
T0000029079
U00000843
2025-03-01 01:48:14
333.01
Lucas-Barrett Theater
Purchase at Lucas-Barrett Theater
purchase
atm
null
Port Victoria, CN
false
T0000029080
U00000844
2025-03-04 06:11:21
297.86
May, Thomas and Miller Entertainment Complex
Money transfer
transfer
mobile
117.54.41.109
East Tamarashire, RO
true
T0000029081
U00000844
2025-03-09 04:19:25
161.41
Mccarthy-Chang Dental Clinic
Bank withdrawal
withdrawal
mobile
89.25.227.20
Andreaton, BR
false
T0000029082
U00000844
2025-02-01 00:14:54
295.89
Gibson, Jones and Solis Gaming
Payment to Gibson, Jones and Solis Gaming
purchase
web
178.142.17.35
Port Emily, BR
false
T0000029083
U00000844
2025-01-30 17:15:09
120.47
Vincent-Humphrey Investments
Bought items at Vincent-Humphrey Investments
purchase
web
99.29.88.14
East Hunter, BR
false
T0000029084
U00000844
2024-11-20 00:55:04
235.92
Bryant, Sanchez and Elliott Diner
Bank withdrawal
withdrawal
web
170.100.163.233
South Stephaniemouth, BR
false
T0000029085
U00000844
2025-02-25 09:31:30
183.55
Bryant, Sanchez and Elliott Diner
ATM withdrawal
withdrawal
pos
null
Rossside, BR
false
T0000029086
U00000844
2025-03-04 11:12:56
123.91
Howard Ltd Dental Clinic
Subscription renewal - Howard Ltd Dental Clinic
subscription
mobile
132.62.175.49
Tammybury, BR
false
T0000029087
U00000844
2025-02-19 04:24:37
141.03
Howard Ltd Dental Clinic
Recurring payment to Howard Ltd Dental Clinic
subscription
web
70.113.227.216
Lake Charles, BR
false
T0000029088
U00000844
2025-01-26 09:03:09
63.21
Howard Ltd Dental Clinic
Bank transfer to *1848
transfer
pos
null
Philipland, BR
false
T0000029089
U00000844
2025-02-08 13:33:58
162.84
Bryant, Sanchez and Elliott Diner
Monthly subscription - Bryant, Sanchez and Elliott Diner
subscription
mobile
88.128.174.161
Moralesberg, BR
false
T0000029090
U00000844
2025-02-10 07:42:56
136.29
Cox Ltd Banking
Subscription renewal - Cox Ltd Banking
subscription
web
107.33.114.86
New Kari, BR
false
T0000029091
U00000844
2025-01-15 17:34:26
305.08
Alvarado, Molina and King Electronics
Bank withdrawal
withdrawal
mobile
114.40.49.93
West Andrewchester, BR
false
T0000029092
U00000844
2025-02-22 01:04:47
403.3
Sullivan-Miller Medical Center
ATM withdrawal
withdrawal
mobile
59.220.42.58
Lake Andreaview, NG
true
T0000029093
U00000844
2024-12-20 09:21:44
36.72
Kelley and Sons Banking
Bought items at Kelley and Sons Banking
purchase
mobile
148.173.48.225
Johnsonland, RO
true
T0000029094
U00000844
2025-02-23 17:14:13
211.68
Franco Inc Hardware
Purchase at Franco Inc Hardware
purchase
web
74.156.122.225
Nicholasberg, BR
false
T0000029095
U00000844
2025-02-16 13:22:27
109.65
Richardson Ltd Vision Center
Bought items at Richardson Ltd Vision Center
purchase
mobile
4.111.200.126
Jaredview, BR
false
T0000029096
U00000844
2025-01-12 05:52:53
29.1
Richardson Ltd Vision Center
Transfer to account *7229
transfer
web
75.84.79.205
Port Rebeccatown, BR
false
T0000029097
U00000844
2025-02-15 09:34:18
95.81
Shah-Griffin Auto Service
ATM withdrawal
withdrawal
mobile
84.132.143.178
Amyfort, BR
false
T0000029098
U00000844
2025-02-19 03:44:03
239.32
Howard Ltd Dental Clinic
Bought items at Howard Ltd Dental Clinic
purchase
web
41.93.31.210
Port Christine, BR
false
T0000029099
U00000844
2025-02-24 03:33:49
54.41
Guerra, Cervantes and Morrison Travel Agency
ATM withdrawal
withdrawal
mobile
172.34.163.6
Angelaville, BR
false