TransactionID
stringlengths
8
8
AccountID
stringclasses
495 values
TransactionAmount
float64
0.26
1.92k
TransactionDate
stringlengths
19
19
TransactionType
stringclasses
2 values
Location
stringclasses
43 values
DeviceID
stringlengths
7
7
IP Address
stringlengths
9
15
MerchantID
stringclasses
100 values
Channel
stringclasses
3 values
CustomerAge
int64
18
80
CustomerOccupation
stringclasses
4 values
TransactionDuration
int64
10
300
LoginAttempts
int64
1
5
AccountBalance
float64
101
15k
PreviousTransactionDate
stringclasses
360 values
TX001301
AC00372
836.45
2023-02-27 16:02:00
Debit
Virginia Beach
D000096
156.134.123.253
M043
Online
61
Retired
63
1
1,731.89
2024-11-04 08:12:12
TX001302
AC00498
1,095.09
2023-04-17 17:27:15
Debit
San Francisco
D000198
91.103.147.166
M076
ATM
29
Engineer
52
1
8,692.47
2024-11-04 08:11:57
TX001303
AC00465
189.45
2023-03-21 17:12:03
Credit
Boston
D000083
64.57.44.102
M008
Branch
53
Doctor
62
1
12,578.75
2024-11-04 08:09:31
TX001304
AC00396
91.84
2023-07-05 17:21:56
Credit
Mesa
D000292
28.120.130.118
M023
Branch
67
Retired
80
1
1,712.41
2024-11-04 08:08:32
TX001305
AC00083
609.52
2023-07-28 16:03:27
Debit
Washington
D000672
125.225.212.244
M076
ATM
78
Retired
169
1
3,485.03
2024-11-04 08:08:19
TX001306
AC00479
859.3
2023-08-01 17:18:04
Credit
Colorado Springs
D000067
77.7.223.184
M066
Branch
78
Retired
68
1
1,146.78
2024-11-04 08:06:56
TX001307
AC00091
100.01
2023-06-29 16:06:51
Debit
Philadelphia
D000499
82.115.199.37
M061
ATM
50
Doctor
63
1
6,393.12
2024-11-04 08:09:27
TX001308
AC00024
28.78
2023-08-07 16:08:04
Credit
Tucson
D000041
186.135.2.148
M096
Online
40
Doctor
51
1
680.55
2024-11-04 08:11:39
TX001309
AC00366
111.08
2023-05-15 17:46:13
Debit
Chicago
D000493
175.230.206.232
M064
Online
70
Doctor
83
1
7,037.34
2024-11-04 08:10:59
TX001310
AC00470
470.96
2023-03-10 16:22:05
Credit
Indianapolis
D000600
106.244.1.47
M036
Online
69
Doctor
124
2
12,991.03
2024-11-04 08:11:10
TX001311
AC00032
52.23
2023-09-11 18:08:19
Credit
San Francisco
D000088
154.138.163.229
M016
Branch
28
Student
96
1
105.01
2024-11-04 08:08:11
TX001312
AC00136
78.62
2023-07-31 16:46:29
Debit
Oklahoma City
D000521
80.90.35.146
M084
Branch
32
Doctor
52
1
1,360.85
2024-11-04 08:08:12
TX001313
AC00001
47.79
2023-09-15 17:00:20
Debit
Denver
D000649
59.12.96.11
M034
Branch
25
Student
37
1
1,649.92
2024-11-04 08:11:55
TX001314
AC00187
333.97
2023-03-22 16:18:37
Debit
Fresno
D000305
98.39.212.221
M011
Branch
52
Doctor
45
1
5,237.36
2024-11-04 08:11:48
TX001315
AC00452
30.87
2023-07-12 16:50:42
Debit
Fresno
D000015
34.92.221.183
M025
ATM
33
Doctor
295
1
14,348.65
2024-11-04 08:10:43
TX001316
AC00036
710.43
2023-03-08 17:07:21
Debit
San Diego
D000398
189.198.67.252
M007
Online
67
Retired
115
1
5,625.55
2024-11-04 08:08:42
TX001317
AC00125
220.23
2023-09-18 18:35:23
Debit
Milwaukee
D000663
19.20.13.234
M059
ATM
41
Engineer
48
1
3,438.02
2024-11-04 08:06:33
TX001318
AC00403
27.28
2023-12-25 16:30:45
Debit
Atlanta
D000082
193.108.17.115
M070
ATM
29
Doctor
96
1
10,668.24
2024-11-04 08:09:42
TX001319
AC00264
101.52
2023-08-09 16:22:25
Debit
Tucson
D000002
63.82.133.139
M086
ATM
49
Engineer
98
1
2,018.9
2024-11-04 08:08:38
TX001320
AC00123
162.65
2023-05-11 17:15:10
Debit
New York
D000169
112.86.148.212
M088
ATM
59
Engineer
147
1
9,500.95
2024-11-04 08:11:20
TX001321
AC00298
10.52
2023-07-19 17:38:50
Debit
Kansas City
D000137
1.238.163.61
M019
ATM
55
Retired
30
1
2,472.99
2024-11-04 08:11:06
TX001322
AC00235
270.72
2023-03-27 17:25:32
Debit
Los Angeles
D000149
145.76.10.8
M027
Branch
38
Doctor
37
1
6,522.47
2024-11-04 08:12:10
TX001323
AC00259
202.34
2023-01-10 16:32:06
Debit
New York
D000023
146.250.144.172
M049
Online
20
Student
134
1
1,223.45
2024-11-04 08:11:25
TX001324
AC00329
247.58
2023-05-29 18:40:32
Debit
San Antonio
D000112
32.240.176.64
M068
ATM
39
Engineer
152
1
778.74
2024-11-04 08:07:18
TX001325
AC00482
686.17
2023-10-03 17:27:25
Debit
Denver
D000103
199.199.60.222
M030
ATM
61
Retired
96
1
2,246.15
2024-11-04 08:07:37
TX001326
AC00020
359.65
2023-01-12 17:58:56
Credit
Jacksonville
D000133
45.64.74.86
M085
Online
25
Student
289
1
219.53
2024-11-04 08:09:04
TX001327
AC00453
109.91
2023-05-01 16:23:22
Debit
Seattle
D000517
173.135.78.201
M074
Branch
38
Doctor
90
1
12,896.06
2024-11-04 08:10:57
TX001328
AC00367
215.72
2023-10-11 18:04:39
Credit
Columbus
D000682
93.151.52.152
M032
Branch
30
Engineer
137
1
8,697.11
2024-11-04 08:11:54
TX001329
AC00167
490.76
2023-01-19 16:28:08
Debit
Columbus
D000193
17.36.132.202
M048
Online
66
Retired
156
1
6,414.11
2024-11-04 08:09:44
TX001330
AC00110
224.28
2023-02-15 16:50:13
Debit
Chicago
D000316
189.20.224.220
M068
Online
64
Retired
68
1
5,767.51
2024-11-04 08:10:52
TX001331
AC00078
614.03
2023-05-08 16:37:14
Debit
Dallas
D000693
58.190.9.136
M086
ATM
68
Retired
51
1
2,815.86
2024-11-04 08:08:12
TX001332
AC00212
608.79
2023-11-03 18:37:18
Debit
Fort Worth
D000399
158.129.49.240
M015
Online
55
Engineer
157
1
2,991.17
2024-11-04 08:12:18
TX001333
AC00051
186.55
2023-06-21 16:49:10
Debit
Philadelphia
D000049
60.166.231.236
M003
Branch
48
Engineer
288
1
224.65
2024-11-04 08:07:18
TX001334
AC00250
840.16
2023-03-20 16:35:53
Credit
Colorado Springs
D000692
23.163.145.195
M014
Branch
20
Student
68
1
1,236.76
2024-11-04 08:12:12
TX001335
AC00304
203.34
2023-12-20 17:13:50
Debit
Phoenix
D000057
69.82.61.135
M061
ATM
60
Doctor
66
1
13,586.99
2024-11-04 08:09:43
TX001336
AC00007
90.88
2023-11-20 17:08:33
Debit
Colorado Springs
D000086
175.210.47.87
M071
ATM
26
Engineer
284
1
7,117.35
2024-11-04 08:10:50
TX001337
AC00017
60.11
2023-11-27 17:39:39
Credit
Albuquerque
D000636
8.243.4.138
M067
Branch
61
Retired
122
1
7,235.87
2024-11-04 08:08:09
TX001338
AC00158
393.92
2023-05-16 16:57:35
Debit
Memphis
D000504
141.169.67.34
M061
Branch
72
Retired
47
1
7,318.64
2024-11-04 08:12:07
TX001339
AC00110
19.39
2023-11-17 16:39:20
Debit
Colorado Springs
D000294
201.95.180.152
M062
ATM
43
Doctor
45
1
9,847.6
2024-11-04 08:11:24
TX001340
AC00175
557.41
2023-04-14 16:52:23
Credit
Washington
D000180
194.29.57.163
M087
Online
80
Retired
49
1
2,968.75
2024-11-04 08:09:54
TX001341
AC00079
57.07
2023-08-25 16:30:02
Credit
Boston
D000250
116.175.11.222
M027
Online
31
Doctor
99
1
9,323.71
2024-11-04 08:11:35
TX001342
AC00403
395.27
2023-08-07 16:38:52
Credit
Miami
D000045
150.83.4.238
M085
Online
18
Student
167
1
1,764.08
2024-11-04 08:08:21
TX001343
AC00228
289.05
2023-06-09 17:58:00
Debit
New York
D000493
174.61.77.54
M088
ATM
75
Retired
116
1
5,683.49
2024-11-04 08:11:58
TX001344
AC00344
46.11
2023-03-27 17:07:20
Debit
San Francisco
D000184
13.88.251.53
M048
Online
33
Doctor
233
1
5,225.73
2024-11-04 08:10:44
TX001345
AC00466
335.5
2023-08-14 16:01:02
Debit
Sacramento
D000326
107.247.202.71
M003
ATM
63
Retired
47
1
6,445.4
2024-11-04 08:12:23
TX001346
AC00204
388.07
2023-09-05 17:34:08
Debit
Seattle
D000422
44.197.126.59
M067
Online
24
Student
68
1
289.71
2024-11-04 08:10:37
TX001347
AC00030
520.86
2023-03-20 16:29:02
Credit
Sacramento
D000309
179.132.235.182
M017
Online
51
Engineer
66
1
9,200.74
2024-11-04 08:08:47
TX001348
AC00455
787.41
2023-06-19 16:22:28
Debit
Memphis
D000351
150.25.200.56
M081
Online
25
Student
39
1
300.87
2024-11-04 08:06:44
TX001349
AC00094
31.7
2023-06-01 16:56:33
Credit
Raleigh
D000596
113.134.242.82
M074
ATM
48
Doctor
121
1
743.9
2024-11-04 08:08:02
TX001350
AC00185
22.3
2023-05-01 16:57:17
Debit
Philadelphia
D000035
133.63.96.21
M030
ATM
21
Student
90
1
1,200.35
2024-11-04 08:12:18
TX001351
AC00351
203.12
2023-01-18 16:59:48
Debit
San Jose
D000004
77.21.150.75
M078
ATM
56
Retired
181
1
1,562.39
2024-11-04 08:09:15
TX001352
AC00335
315.94
2023-02-27 17:06:57
Credit
Raleigh
D000625
8.244.162.185
M024
Branch
49
Doctor
172
1
7,719.71
2024-11-04 08:12:09
TX001353
AC00409
192.23
2023-12-28 16:34:52
Debit
Albuquerque
D000117
167.164.55.0
M058
Online
54
Engineer
39
3
2,610.67
2024-11-04 08:06:41
TX001354
AC00312
1,510.71
2023-06-15 16:48:29
Debit
Oklahoma City
D000106
193.209.134.233
M060
Online
66
Retired
51
1
2,060.02
2024-11-04 08:09:11
TX001355
AC00097
0.26
2023-11-23 16:14:48
Debit
Oklahoma City
D000239
60.197.167.40
M090
Online
20
Student
173
1
1,833.67
2024-11-04 08:07:45
TX001356
AC00447
210.77
2023-05-31 16:50:20
Debit
Mesa
D000009
144.91.150.133
M094
ATM
71
Retired
161
1
5,396.65
2024-11-04 08:11:21
TX001357
AC00280
406.65
2023-11-08 18:32:44
Debit
Mesa
D000013
147.234.20.46
M062
ATM
57
Doctor
107
1
12,995.7
2024-11-04 08:11:01
TX001358
AC00023
422.9
2023-02-27 16:15:53
Debit
Tucson
D000237
180.224.54.115
M027
ATM
40
Engineer
111
1
7,616.43
2024-11-04 08:10:52
TX001359
AC00077
20.62
2023-06-21 17:10:18
Credit
Philadelphia
D000627
184.59.28.72
M014
ATM
35
Doctor
225
1
12,500.8
2024-11-04 08:08:49
TX001360
AC00113
174.39
2023-01-09 16:08:52
Debit
San Francisco
D000078
98.255.160.110
M015
ATM
19
Student
36
1
1,127.08
2024-11-04 08:11:01
TX001361
AC00391
7.86
2023-10-16 16:47:15
Credit
Sacramento
D000065
201.113.165.203
M053
Branch
76
Retired
91
1
3,621.98
2024-11-04 08:07:51
TX001362
AC00136
61.98
2023-01-03 18:18:14
Debit
Denver
D000376
20.147.6.179
M038
Online
49
Engineer
44
1
5,212.28
2024-11-04 08:08:55
TX001363
AC00204
54.85
2023-09-05 16:05:58
Credit
San Francisco
D000287
214.67.148.245
M071
Branch
58
Retired
40
1
2,727.45
2024-11-04 08:09:36
TX001364
AC00089
204.7
2023-09-21 16:08:00
Debit
Oklahoma City
D000359
141.201.46.191
M032
Branch
49
Doctor
95
5
5,117.03
2024-11-04 08:10:26
TX001365
AC00305
16.55
2023-09-11 17:05:50
Debit
Tucson
D000477
214.32.109.197
M009
Branch
26
Engineer
159
1
6,089.79
2024-11-04 08:08:11
TX001366
AC00338
91.32
2023-11-10 16:43:45
Debit
Milwaukee
D000353
49.29.37.185
M056
Branch
58
Engineer
77
1
2,618.1
2024-11-04 08:08:22
TX001367
AC00268
195.49
2023-06-12 16:34:59
Debit
Memphis
D000472
147.227.81.224
M016
ATM
31
Doctor
212
1
11,988.12
2024-11-04 08:08:35
TX001368
AC00363
49.62
2023-12-07 16:19:07
Debit
Portland
D000080
19.228.76.177
M055
ATM
55
Engineer
111
1
3,841.42
2024-11-04 08:07:23
TX001369
AC00316
487.16
2023-01-02 16:01:14
Credit
Los Angeles
D000361
156.96.135.18
M077
Branch
28
Student
84
1
321.21
2024-11-04 08:12:22
TX001370
AC00167
405.6
2023-08-08 17:41:41
Debit
Tucson
D000643
36.77.94.252
M031
Online
37
Engineer
44
1
9,754.73
2024-11-04 08:09:24
TX001371
AC00405
512.95
2023-10-16 17:08:36
Debit
Columbus
D000335
6.234.101.35
M066
Branch
57
Engineer
143
1
9,584.52
2024-11-04 08:10:05
TX001372
AC00098
345.94
2023-10-09 17:32:57
Debit
Portland
D000354
129.102.184.189
M100
ATM
31
Doctor
163
1
7,624.56
2024-11-04 08:11:40
TX001373
AC00116
356.56
2023-10-09 17:23:21
Debit
New York
D000399
157.130.28.27
M100
Online
47
Engineer
52
1
2,485.73
2024-11-04 08:11:57
TX001374
AC00267
10.31
2023-01-13 16:23:56
Debit
Louisville
D000072
74.58.165.67
M054
Online
36
Engineer
280
1
2,137.9
2024-11-04 08:11:14
TX001375
AC00447
211.69
2023-10-20 16:02:07
Debit
Atlanta
D000674
200.13.225.150
M066
Branch
30
Doctor
111
1
6,412.85
2024-11-04 08:07:50
TX001376
AC00042
221.49
2023-09-13 18:11:22
Credit
Oklahoma City
D000203
76.0.164.168
M052
Branch
23
Student
196
1
707.25
2024-11-04 08:11:50
TX001377
AC00074
278.23
2023-05-04 17:49:33
Debit
Fresno
D000530
116.106.207.139
M019
Online
48
Engineer
83
1
8,300.54
2024-11-04 08:09:46
TX001378
AC00063
116.88
2023-10-04 17:10:02
Debit
Memphis
D000024
23.163.145.195
M026
ATM
45
Doctor
263
1
7,717.34
2024-11-04 08:10:02
TX001379
AC00085
328.77
2023-04-03 17:59:23
Credit
San Diego
D000133
101.120.142.50
M033
Online
39
Doctor
247
1
6,967.03
2024-11-04 08:09:57
TX001380
AC00126
77.53
2023-07-25 18:00:25
Debit
Louisville
D000522
203.245.215.62
M052
Branch
54
Retired
55
1
5,158.6
2024-11-04 08:07:12
TX001381
AC00471
421.74
2023-06-20 17:07:05
Debit
San Jose
D000339
73.108.76.238
M014
Online
67
Doctor
103
1
12,031.14
2024-11-04 08:10:18
TX001382
AC00304
313.69
2023-03-10 16:35:33
Debit
Oklahoma City
D000211
53.131.194.183
M034
Branch
73
Retired
152
1
7,093.68
2024-11-04 08:10:23
TX001383
AC00242
411.72
2023-06-20 18:43:51
Debit
Washington
D000104
166.41.54.117
M014
Branch
29
Doctor
153
1
8,539.86
2024-11-04 08:11:43
TX001384
AC00261
508.73
2023-07-14 16:22:54
Debit
Chicago
D000316
172.184.35.29
M071
Branch
59
Retired
89
1
7,640.57
2024-11-04 08:09:07
TX001385
AC00338
153.08
2023-11-27 16:57:08
Debit
Omaha
D000637
130.29.230.16
M057
ATM
24
Student
201
1
1,292.21
2024-11-04 08:09:29
TX001386
AC00292
23.01
2023-06-09 18:33:04
Debit
Las Vegas
D000363
55.154.161.250
M090
Branch
63
Retired
166
1
5,958.75
2024-11-04 08:09:14
TX001387
AC00024
69.28
2023-10-30 16:36:24
Debit
Los Angeles
D000379
184.4.253.143
M070
Online
25
Student
129
1
708.74
2024-11-04 08:11:01
TX001388
AC00441
51.25
2023-08-29 16:16:15
Credit
Austin
D000113
101.223.82.253
M044
Branch
28
Student
66
1
1,744.4
2024-11-04 08:11:52
TX001389
AC00412
407.65
2023-08-07 17:17:34
Debit
Denver
D000013
8.136.178.116
M095
ATM
25
Student
263
1
273.78
2024-11-04 08:08:37
TX001390
AC00315
459.25
2023-05-23 16:44:33
Debit
Tucson
D000248
28.149.72.129
M043
Branch
25
Student
59
1
130.76
2024-11-04 08:11:47
TX001391
AC00120
301.56
2023-02-09 17:46:49
Debit
Seattle
D000014
155.37.19.43
M011
Branch
49
Doctor
118
1
10,389.6
2024-11-04 08:10:23
TX001392
AC00462
17.67
2023-06-27 17:50:21
Debit
San Diego
D000416
21.97.154.92
M061
Online
63
Doctor
91
1
1,048.18
2024-11-04 08:10:55
TX001393
AC00481
5.29
2023-03-13 18:24:20
Credit
San Francisco
D000121
62.27.235.199
M008
Online
32
Doctor
132
1
12,896.68
2024-11-04 08:11:04
TX001394
AC00166
401.37
2023-09-18 16:18:19
Debit
Los Angeles
D000404
1.198.76.182
M031
Branch
43
Engineer
251
1
8,208.54
2024-11-04 08:11:41
TX001395
AC00438
145.4
2023-07-06 17:53:38
Debit
Tucson
D000069
49.174.157.140
M044
Online
38
Engineer
24
1
5,244.49
2024-11-04 08:09:52
TX001396
AC00090
556.34
2023-10-19 16:34:22
Debit
Seattle
D000377
59.127.135.25
M031
Online
37
Doctor
46
1
11,935.14
2024-11-04 08:07:12
TX001397
AC00041
34.31
2023-04-28 16:55:28
Debit
Philadelphia
D000353
167.95.191.52
M094
ATM
24
Student
251
1
1,484.76
2024-11-04 08:11:26
TX001398
AC00141
780.59
2023-06-28 17:58:48
Credit
Tucson
D000451
191.25.177.160
M058
Online
23
Student
145
1
6,513.34
2024-11-04 08:07:01
TX001399
AC00410
282.65
2023-03-08 17:42:36
Debit
Fort Worth
D000626
135.73.131.111
M012
ATM
35
Doctor
161
1
13,801.15
2024-11-04 08:08:51
TX001400
AC00362
305.27
2023-09-27 16:25:38
Debit
Las Vegas
D000657
57.166.147.242
M059
Online
68
Doctor
147
1
12,958.65
2024-11-04 08:09:31