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
T0000030800
U00000889
2025-03-14 17:26:40
165.49
Collins, Shaffer and Robertson Airlines
Subscription renewal - Collins, Shaffer and Robertson Airlines
subscription
pos
null
Duranbury, DE
false
T0000030801
U00000889
2025-01-12 02:18:44
921.73
Brady-Smith Hardware
Subscription renewal - Brady-Smith Hardware
subscription
pos
null
Port Nathanielton, DE
false
T0000030802
U00000889
2024-10-31 15:06:31
561
Callahan-Howard Theme Park
ATM withdrawal
withdrawal
atm
null
Lake Tami, DE
false
T0000030803
U00000889
2025-03-05 11:37:41
813.62
Pierce, Landry and Brooks Tax Services
Purchase at Pierce, Landry and Brooks Tax Services
purchase
mobile
210.70.89.242
East Ericburgh, DE
true
T0000030804
U00000889
2025-03-02 05:41:28
1,447.46
Gordon, Jones and Hernandez Electronics
ATM withdrawal
withdrawal
mobile
46.109.71.104
West Mike, BR
true
T0000030805
U00000889
2025-03-09 09:02:10
31.63
Johnson Ltd Theater
Bank transfer to *5557
transfer
web
7.26.64.14
Veronicashire, RU
true
T0000030806
U00000889
2025-02-21 21:52:57
821.12
Brewer, Snyder and Taylor Market
Transfer to account *961
transfer
atm
null
East James, DE
false
T0000030807
U00000889
2025-01-27 02:54:37
1,311.87
Hansen-Larson Pharmacy
Payment to Hansen-Larson Pharmacy
purchase
mobile
210.85.118.247
Lake Roy, DE
false
T0000030808
U00000889
2025-03-03 20:51:37
308.85
Brewer, Snyder and Taylor Market
Payment to Brewer, Snyder and Taylor Market
purchase
mobile
128.49.204.32
Brittanyshire, DE
false
T0000030809
U00000889
2025-03-05 05:11:01
367.88
Nicholson Inc Travel Agency
Transfer to account *5019
transfer
mobile
205.251.24.220
West Richardside, DE
false
T0000030810
U00000889
2025-02-18 17:24:29
259.27
Callahan-Howard Theme Park
Shopping at Callahan-Howard Theme Park
purchase
web
74.237.222.1
New Latashahaven, DE
false
T0000030811
U00000889
2025-02-05 01:39:24
72.12
Stevens Group Café
Money transfer [unusual amount]
transfer
mobile
53.136.160.133
Brookstown, RO
true
T0000030812
U00000889
2025-02-24 07:57:23
4,781.95
Swanson LLC Market
Payment to Swanson LLC Market [odd hour]
purchase
mobile
117.143.152.95
Carterland, DE
true
T0000030813
U00000889
2025-02-27 17:40:11
4,491.36
Smith-Pineda Insurance
Recurring payment to Smith-Pineda Insurance [unusual merchant]
subscription
mobile
4.70.53.181
East Andrewport, DE
true
T0000030814
U00000889
2025-02-16 13:12:04
466.28
Hill, Gibbs and Mcbride Pizzeria
Bank withdrawal
withdrawal
web
59.24.239.122
Josephfort, DE
false
T0000030815
U00000889
2025-03-10 16:37:04
529.28
Smith-Martinez Home Goods
Cash withdrawal
withdrawal
atm
null
Baxterfurt, DE
false
T0000030816
U00000889
2025-01-27 09:59:59
680.5
Brewer, Snyder and Taylor Market
ATM withdrawal
withdrawal
mobile
196.69.87.76
Tanyastad, DE
false
T0000030817
U00000889
2025-03-13 21:18:27
668.88
Jones, Thompson and Small Software
Cash withdrawal
withdrawal
mobile
218.247.49.171
South Walterfurt, DE
false
T0000030818
U00000889
2025-01-11 21:19:11
437.94
Brewer, Snyder and Taylor Market
Money transfer
transfer
web
15.216.138.163
Meredithville, DE
false
T0000030819
U00000889
2024-12-28 19:37:14
460.71
Jenkins and Sons Sporting Goods
Payment to Jenkins and Sons Sporting Goods
purchase
web
138.32.254.253
Dakotashire, DE
false
T0000030820
U00000889
2025-01-28 08:21:04
2,218.98
Coleman and Sons Gas Station
Monthly subscription - Coleman and Sons Gas Station
subscription
atm
null
Lake Susan, DE
false
T0000030821
U00000889
2025-03-07 08:54:32
1,221.76
Wells-Washington Tire Shop
ATM withdrawal
withdrawal
mobile
97.56.209.5
Wilsonstad, DE
false
T0000030822
U00000889
2025-01-27 04:02:06
337.05
Arnold-Ward Car Wash
Bought items at Arnold-Ward Car Wash
purchase
mobile
143.110.153.230
Port Dana, DE
false
T0000030823
U00000889
2025-03-01 23:21:44
1,233.09
Waller-Wells Car Dealership
Bank transfer to *798
transfer
web
47.139.240.92
Wilsonmouth, DE
false
T0000030824
U00000889
2025-02-27 09:58:27
201.46
Chaney-Osborne Tire Shop
Money transfer
transfer
atm
null
Charlesland, RU
true
T0000030825
U00000889
2025-03-02 01:07:28
997.08
Woods-Foster Tax Services
Monthly subscription - Woods-Foster Tax Services
subscription
pos
null
East Karlstad, DE
false
T0000030826
U00000889
2025-02-07 09:33:38
1,365.91
Williams, Wilson and Clark Computers
Transfer to account *548
transfer
atm
null
Owenshaven, DE
false
T0000030827
U00000889
2025-03-04 08:03:40
302.47
Taylor LLC Gaming
Bank transfer to *1789
transfer
mobile
39.70.102.13
Port Derekburgh, DE
false
T0000030828
U00000889
2025-03-03 02:20:52
285.37
Foster-Thompson Banking
Monthly subscription - Foster-Thompson Banking
subscription
atm
null
Danielburgh, DE
false
T0000030829
U00000889
2024-08-18 13:51:50
1,008.26
Waller-Wells Car Dealership
ATM withdrawal
withdrawal
web
178.54.41.182
Lake Noahmouth, DE
false
T0000030830
U00000889
2025-03-04 13:08:41
1,109.45
Hicks Inc Travel Agency
Transfer to account *1470
transfer
web
221.153.63.111
South Aaron, DE
false
T0000030831
U00000889
2025-01-04 15:12:11
625.28
Callahan-Howard Theme Park
Transfer to account *2042
transfer
web
68.117.95.211
New Michellemouth, DE
false
T0000030832
U00000889
2025-01-14 14:32:50
748.61
Gilbert, Roberts and Davis Auto Parts
Bought items at Gilbert, Roberts and Davis Auto Parts
purchase
pos
null
Michealfort, DE
false
T0000030833
U00000889
2025-02-14 13:57:34
1,146.51
Castillo, Stephens and Johnson Farmers Market
Bought items at Castillo, Stephens and Johnson Farmers Market
purchase
pos
null
Port James, DE
false
T0000030834
U00000889
2025-02-14 23:13:02
318.58
Fritz-Gates Market
Shopping at Fritz-Gates Market
purchase
web
163.236.197.60
New Judithside, DE
true
T0000030835
U00000889
2025-02-13 11:29:13
106.87
Woods-Foster Tax Services
Purchase at Woods-Foster Tax Services
purchase
mobile
169.238.197.237
Danielfurt, DE
false
T0000030836
U00000889
2025-02-05 00:15:03
290.77
Moore, Daniels and Dennis Hotels
ATM withdrawal
withdrawal
mobile
81.32.88.130
Lake Dianeborough, DE
true
T0000030837
U00000889
2025-02-09 17:48:10
887.37
Henderson-Gilbert Phone Services
Bank transfer to *7072
transfer
web
201.233.139.192
South Nicholas, DE
false
T0000030838
U00000889
2025-03-12 15:01:09
261.89
Waller-Wells Car Dealership
Subscription renewal - Waller-Wells Car Dealership
subscription
web
93.203.251.107
East Hannahport, DE
false
T0000030839
U00000889
2025-02-26 22:19:58
1,049.58
Brewer, Snyder and Taylor Market
Transfer to account *5635
transfer
web
106.112.85.188
Lake Maryfurt, DE
false
T0000030840
U00000889
2024-12-17 01:23:56
1,698.77
Coleman and Sons Gas Station
Shopping at Coleman and Sons Gas Station
purchase
web
50.6.28.48
Port Denise, DE
false
T0000030841
U00000889
2025-01-17 19:06:31
195.11
Nelson-Rice Financial Services
Bought items at Nelson-Rice Financial Services
purchase
web
191.22.143.48
Justinton, RU
true
T0000030842
U00000890
2025-01-23 12:46:05
111.14
Ellis, Bates and Burns Restaurant
Subscription renewal - Ellis, Bates and Burns Restaurant
subscription
mobile
66.13.38.62
Gregorybury, US
false
T0000030843
U00000890
2025-03-13 16:31:24
422.34
Michael, Hicks and Nguyen Internet Provider
Money transfer
transfer
atm
null
Lake Ethan, US
false
T0000030844
U00000890
2024-12-28 14:19:58
1,010.72
Hansen, Campbell and Saunders Dental Clinic
Payment to Hansen, Campbell and Saunders Dental Clinic
purchase
pos
null
Smithstad, US
false
T0000030845
U00000890
2025-02-13 23:25:27
496.95
Thomas-Ruiz Software
Bank transfer to *5449
transfer
mobile
104.46.55.187
Ashleychester, RU
true
T0000030846
U00000890
2025-03-04 05:27:52
164.24
Morrison Group Steakhouse
Bank transfer to *4083
transfer
atm
null
Patelburgh, US
false
T0000030847
U00000890
2025-02-22 10:38:51
209.28
Rodriguez PLC Gaming
Cash withdrawal
withdrawal
web
29.201.51.85
West Elizabethport, US
false
T0000030848
U00000890
2025-02-16 14:00:17
859.5
Murray Group Travel Booking
Payment to Murray Group Travel Booking
purchase
web
94.182.131.172
Dillonfort, US
false
T0000030849
U00000890
2025-03-04 07:32:48
229.71
Fuentes-Stark Insurance
Recurring payment to Fuentes-Stark Insurance
subscription
mobile
6.34.104.194
East Samantha, US
false
T0000030850
U00000890
2025-02-23 17:27:57
215.22
Ellis, Bates and Burns Restaurant
Bank withdrawal
withdrawal
pos
null
Moranland, US
false
T0000030851
U00000890
2025-02-25 19:20:30
240.2
Peterson-Taylor Streaming Services
Bought items at Peterson-Taylor Streaming Services
purchase
mobile
205.107.192.221
Pachecostad, US
false
T0000030852
U00000890
2025-02-09 14:45:11
1,058.09
Clark, Aguilar and Anderson Tax Services
Bank withdrawal
withdrawal
web
130.3.19.128
Powersburgh, US
false
T0000030853
U00000890
2025-02-07 06:39:33
201.58
Murray Group Travel Booking
Cash withdrawal
withdrawal
mobile
151.158.181.153
Woodchester, US
false
T0000030854
U00000890
2025-02-13 15:56:48
1,614.8
Morrison Group Steakhouse
Purchase at Morrison Group Steakhouse
purchase
atm
null
West Christineshire, US
false
T0000030855
U00000890
2025-02-28 01:24:41
135.41
Cross-Howard Medical Center
Transfer to account *523
transfer
web
203.184.200.53
New Gregg, US
false
T0000030856
U00000890
2024-12-16 09:41:46
2,049.82
Estrada, Bean and Randolph Pharmacy
Cash withdrawal
withdrawal
web
11.181.46.140
Millerberg, US
false
T0000030857
U00000890
2025-03-11 07:40:03
1,180.58
Morrison Group Steakhouse
Shopping at Morrison Group Steakhouse
purchase
mobile
23.23.12.209
Joshuastad, US
false
T0000030858
U00000890
2025-02-14 18:07:39
274.55
Peterson-Taylor Streaming Services
Subscription renewal - Peterson-Taylor Streaming Services
subscription
mobile
77.3.104.165
West Nancy, US
false
T0000030859
U00000890
2025-03-07 13:04:25
74.65
Peterson-Taylor Streaming Services
Monthly subscription - Peterson-Taylor Streaming Services
subscription
pos
null
New Richardberg, US
false
T0000030860
U00000890
2025-03-05 12:14:06
1,406.71
Ellis, Bates and Burns Restaurant
Transfer to account *1810
transfer
web
82.61.170.206
Andrewhaven, US
false
T0000030861
U00000890
2025-02-11 05:50:30
393.84
Fuentes-Stark Insurance
Bought items at Fuentes-Stark Insurance
purchase
web
31.192.86.89
Jamesfurt, US
false
T0000030862
U00000890
2025-02-10 00:18:35
1,271.7
Ford-Chase Water Services
Monthly subscription - Ford-Chase Water Services
subscription
mobile
156.30.7.225
Port Anne, US
false
T0000030863
U00000890
2025-03-10 18:31:54
304.25
Murray Group Travel Booking
Cash withdrawal
withdrawal
atm
null
New Jeffrey, US
false
T0000030864
U00000890
2025-02-06 06:08:00
1,058.37
Ellis, Bates and Burns Restaurant
Purchase at Ellis, Bates and Burns Restaurant
purchase
mobile
213.4.177.143
Brownbury, US
false
T0000030865
U00000890
2025-01-13 20:20:13
204.39
Cross-Howard Medical Center
Transfer to account *9270
transfer
mobile
142.233.110.234
New Sarastad, US
false
T0000030866
U00000891
2025-03-03 05:57:35
73.66
Johnson, Sanchez and Malone Investments
Cash withdrawal
withdrawal
mobile
2.211.183.33
North Kimberly, FR
false
T0000030867
U00000891
2025-02-01 03:18:45
70.66
Webb, Romero and Allen Organic Foods
Cash withdrawal
withdrawal
mobile
82.146.75.114
South Scottstad, FR
false
T0000030868
U00000891
2025-01-29 09:20:30
374.73
West Inc Mobile
Bought items at West Inc Mobile
purchase
web
159.99.227.13
Tammytown, FR
false
T0000030869
U00000891
2025-02-02 01:28:36
235.56
Webb, Romero and Allen Organic Foods
Recurring payment to Webb, Romero and Allen Organic Foods
subscription
web
56.27.180.16
North Lisa, FR
false
T0000030870
U00000891
2025-02-21 09:22:03
64.46
Pace, Lopez and Bates Auto Parts
Purchase at Pace, Lopez and Bates Auto Parts
purchase
pos
null
West Tylerfort, BR
true
T0000030871
U00000891
2025-02-05 09:01:23
106.54
Roman PLC Tech
Recurring payment to Roman PLC Tech
subscription
web
178.139.196.65
Port Carolineland, FR
false
T0000030872
U00000891
2025-03-04 15:42:53
198.24
Salinas-Murray Travel Booking
Monthly subscription - Salinas-Murray Travel Booking
subscription
web
142.26.54.218
Paulhaven, FR
false
T0000030873
U00000891
2025-03-12 08:23:44
79.57
Becker-Aguilar Home Goods
Transfer to account *8731
transfer
web
146.95.7.214
Lake Jorge, FR
false
T0000030874
U00000891
2025-02-04 12:01:04
217.65
Webb, Romero and Allen Organic Foods
Purchase at Webb, Romero and Allen Organic Foods
purchase
mobile
45.15.1.237
South Josephstad, FR
false
T0000030875
U00000891
2025-01-18 04:35:05
78.12
Lee, Chavez and Morton Travel Booking
Cash withdrawal
withdrawal
mobile
43.14.230.63
Port Kyleport, FR
false
T0000030876
U00000891
2025-03-08 12:47:31
205.68
Bell, Gregory and White Cruise Lines
Payment to Bell, Gregory and White Cruise Lines
purchase
web
105.27.9.174
Grahamview, FR
false
T0000030877
U00000891
2025-03-10 23:25:51
289.74
Gordon, Johnson and Campbell Electric Company
Transfer to account *6877
transfer
mobile
28.42.207.89
South Krististad, RU
true
T0000030878
U00000891
2025-01-29 20:45:06
54.26
Webb, Romero and Allen Organic Foods
ATM withdrawal
withdrawal
web
113.234.35.183
Amytown, FR
false
T0000030879
U00000891
2025-03-12 12:04:19
170.07
Bell, Gregory and White Cruise Lines
Money transfer
transfer
web
12.39.86.123
South Richardchester, FR
false
T0000030880
U00000891
2025-02-09 06:01:01
67.49
Norton Inc Supermarket
Transfer to account *2270
transfer
web
71.232.81.224
Wyattview, RU
true
T0000030881
U00000891
2025-01-15 23:19:38
100.98
Lee, Chavez and Morton Travel Booking
Money transfer
transfer
atm
null
Stephensland, FR
false
T0000030882
U00000891
2025-02-21 08:51:54
146.06
Webb, Romero and Allen Organic Foods
Cash withdrawal
withdrawal
web
39.197.145.62
Powellstad, FR
false
T0000030883
U00000891
2024-12-31 22:48:56
119.18
Bell, Gregory and White Cruise Lines
ATM withdrawal
withdrawal
web
3.7.19.44
Peterstad, FR
false
T0000030884
U00000891
2025-03-01 02:34:38
186.38
Webb, Romero and Allen Organic Foods
Subscription renewal - Webb, Romero and Allen Organic Foods
subscription
mobile
219.23.54.200
South Tracyside, FR
false
T0000030885
U00000891
2025-02-09 17:42:12
66.2
Webb, Romero and Allen Organic Foods
Bank transfer to *8870
transfer
web
161.195.121.6
West Meghan, FR
false
T0000030886
U00000891
2025-02-12 02:58:00
288.37
Lee, Chavez and Morton Travel Booking
Subscription renewal - Lee, Chavez and Morton Travel Booking
subscription
web
106.193.75.189
South Tammy, FR
false
T0000030887
U00000891
2025-01-23 21:00:48
219.81
Campbell Ltd Electronics
Bank transfer to *5126
transfer
pos
null
Millerview, FR
false
T0000030888
U00000891
2025-02-08 00:35:16
80.96
Adams, Moreno and Ray Banking
Bank withdrawal
withdrawal
mobile
131.240.214.38
Port Amandachester, FR
false
T0000030889
U00000891
2025-02-09 17:56:14
50.24
Webb, Romero and Allen Organic Foods
Cash withdrawal
withdrawal
mobile
124.116.61.217
New Lisaview, FR
false
T0000030890
U00000891
2025-02-25 19:17:17
11.45
Lee, Chavez and Morton Travel Booking
Cash withdrawal
withdrawal
mobile
121.101.52.27
Lisashire, FR
false
T0000030891
U00000891
2025-03-12 08:46:08
146.98
Webb, Romero and Allen Organic Foods
Money transfer
transfer
web
74.89.222.246
Johnbury, FR
false
T0000030892
U00000891
2025-02-26 23:36:06
170.79
Bell, Gregory and White Cruise Lines
ATM withdrawal
withdrawal
mobile
102.82.218.224
Shortchester, FR
false
T0000030893
U00000891
2024-11-21 07:31:30
589.25
Webb, Romero and Allen Organic Foods
Recurring payment to Webb, Romero and Allen Organic Foods
subscription
mobile
89.255.31.214
Randyland, FR
false
T0000030894
U00000891
2025-01-16 11:45:07
120.22
Garcia-Davis Tech
Transfer to account *2877
transfer
mobile
116.225.227.81
Port Kristenbury, FR
false
T0000030895
U00000891
2024-12-22 20:33:56
970.09
Webb, Romero and Allen Organic Foods
Recurring payment to Webb, Romero and Allen Organic Foods
subscription
web
128.10.34.126
South Allisonton, FR
false
T0000030896
U00000891
2025-02-26 07:51:23
45.91
Bell, Gregory and White Cruise Lines
Cash withdrawal
withdrawal
mobile
105.70.67.21
New John, FR
false
T0000030897
U00000891
2025-02-10 07:24:06
48.8
Bell, Gregory and White Cruise Lines
Purchase at Bell, Gregory and White Cruise Lines
purchase
web
31.127.52.219
East Erika, FR
false
T0000030898
U00000891
2025-03-03 20:13:20
95.97
Webb, Romero and Allen Organic Foods
Subscription renewal - Webb, Romero and Allen Organic Foods
subscription
mobile
124.253.93.49
Dawnmouth, FR
false
T0000030899
U00000891
2025-03-14 08:53:15
52.78
Lee, Chavez and Morton Travel Booking
Monthly subscription - Lee, Chavez and Morton Travel Booking
subscription
mobile
141.21.234.157
New Angelachester, FR
false