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
TX000501
AC00433
120.9
2023-07-12 16:17:27
Debit
Tucson
D000195
200.136.146.93
M074
Branch
40
Doctor
52
1
9,009.42
2024-11-04 08:08:19
TX000502
AC00284
254.77
2023-01-18 16:47:29
Debit
Denver
D000216
16.128.130.153
M031
Branch
57
Engineer
57
1
5,994.87
2024-11-04 08:07:07
TX000503
AC00103
795.96
2023-09-28 17:53:43
Debit
Raleigh
D000283
54.252.249.33
M014
Online
65
Retired
119
1
5,468.58
2024-11-04 08:08:26
TX000504
AC00080
149.25
2023-04-10 16:38:45
Debit
Omaha
D000604
3.77.114.6
M067
ATM
39
Engineer
142
1
5,677.52
2024-11-04 08:07:41
TX000505
AC00052
3.42
2023-09-25 16:14:35
Credit
San Antonio
D000484
151.247.130.190
M092
Online
43
Doctor
158
1
14,180.21
2024-11-04 08:08:48
TX000506
AC00095
68.19
2023-03-14 16:07:32
Credit
Fresno
D000589
134.140.85.231
M026
Online
40
Doctor
189
1
9,895.1
2024-11-04 08:07:50
TX000507
AC00327
493.42
2023-06-14 17:21:32
Debit
Baltimore
D000474
28.149.72.129
M039
Branch
39
Engineer
111
1
2,232.84
2024-11-04 08:10:01
TX000508
AC00491
37.57
2023-04-26 18:35:50
Debit
El Paso
D000422
173.135.78.201
M048
ATM
57
Retired
42
1
7,739.54
2024-11-04 08:09:21
TX000509
AC00353
127
2023-09-15 17:09:41
Credit
Nashville
D000024
154.138.163.229
M015
Branch
19
Student
68
5
431.16
2024-11-04 08:10:12
TX000510
AC00266
96.89
2023-03-16 16:02:01
Debit
Sacramento
D000295
136.105.231.135
M005
ATM
59
Retired
53
1
6,044.93
2024-11-04 08:11:06
TX000511
AC00167
448.33
2023-05-01 16:11:56
Debit
Atlanta
D000452
142.148.226.178
M031
ATM
25
Student
161
1
922.19
2024-11-04 08:09:44
TX000512
AC00153
1,116.48
2023-09-18 17:44:50
Debit
San Diego
D000633
164.75.163.220
M057
ATM
51
Engineer
55
1
447.53
2024-11-04 08:11:35
TX000513
AC00012
8.65
2023-06-05 17:08:37
Debit
Las Vegas
D000309
200.136.146.93
M037
Online
48
Doctor
273
1
10,778.35
2024-11-04 08:09:03
TX000514
AC00469
65.57
2023-04-06 17:24:16
Debit
Miami
D000649
1.198.76.182
M039
Online
41
Engineer
82
1
7,513.79
2024-11-04 08:06:26
TX000515
AC00127
539.81
2023-02-21 16:14:16
Debit
San Francisco
D000632
51.196.87.214
M064
Online
46
Engineer
177
1
2,051.25
2024-11-04 08:09:05
TX000516
AC00480
363.53
2023-01-18 17:03:54
Debit
Kansas City
D000131
134.140.85.231
M068
ATM
63
Retired
142
1
1,038.91
2024-11-04 08:10:57
TX000517
AC00092
64.9
2023-02-14 16:23:39
Credit
Detroit
D000165
45.246.89.225
M043
Branch
51
Retired
72
1
6,854.61
2024-11-04 08:10:18
TX000518
AC00122
358.18
2023-04-10 16:44:52
Debit
Boston
D000650
100.198.165.4
M028
ATM
18
Student
157
1
619.86
2024-11-04 08:07:58
TX000519
AC00067
167.2
2023-01-18 17:53:37
Debit
San Antonio
D000002
56.67.227.142
M036
Branch
30
Doctor
84
1
11,320.83
2024-11-04 08:06:52
TX000520
AC00014
121.91
2023-06-26 18:39:52
Debit
Chicago
D000264
135.29.211.116
M015
Branch
60
Doctor
133
1
14,510.8
2024-11-04 08:08:59
TX000521
AC00098
137.57
2023-12-11 17:26:22
Debit
Louisville
D000218
40.10.25.102
M067
Online
54
Engineer
70
1
5,103.67
2024-11-04 08:11:22
TX000522
AC00345
534.62
2023-12-05 17:51:28
Debit
Oklahoma City
D000354
178.34.103.183
M007
Online
55
Doctor
45
1
13,793.53
2024-11-04 08:06:35
TX000523
AC00360
463.92
2023-03-13 16:41:12
Debit
Mesa
D000533
199.103.32.145
M010
Online
50
Engineer
199
1
2,403.39
2024-11-04 08:09:14
TX000524
AC00043
320.14
2023-01-31 16:58:42
Debit
Milwaukee
D000141
83.182.211.68
M021
Online
60
Retired
96
1
3,075.97
2024-11-04 08:07:40
TX000525
AC00295
214.93
2023-05-15 17:02:15
Debit
Albuquerque
D000038
23.255.214.209
M038
Online
28
Student
52
1
7,835.4
2024-11-04 08:08:51
TX000526
AC00313
660.02
2023-10-12 16:57:36
Debit
Nashville
D000462
77.7.223.184
M053
Branch
20
Student
84
1
414.43
2024-11-04 08:08:35
TX000527
AC00173
345.81
2023-06-26 16:10:57
Debit
Raleigh
D000417
191.82.103.198
M099
Branch
40
Engineer
135
1
6,116.8
2024-11-04 08:12:14
TX000528
AC00364
143.54
2023-10-16 16:06:05
Debit
Philadelphia
D000432
83.207.115.164
M096
ATM
71
Retired
80
1
6,067.62
2024-11-04 08:08:22
TX000529
AC00339
42.55
2023-03-31 18:57:11
Debit
Seattle
D000034
40.192.99.27
M013
Branch
53
Engineer
29
1
7,341.43
2024-11-04 08:10:32
TX000530
AC00265
1,063.25
2023-01-17 16:48:10
Credit
Omaha
D000029
87.50.72.69
M070
Online
21
Student
128
1
1,240.71
2024-11-04 08:07:39
TX000531
AC00369
541.79
2023-08-11 16:43:45
Debit
Mesa
D000558
93.169.212.219
M098
ATM
22
Student
125
1
1,454.08
2024-11-04 08:11:29
TX000532
AC00033
40.57
2023-02-13 17:02:27
Debit
Columbus
D000380
173.252.44.183
M096
Branch
26
Student
63
1
1,476.91
2024-11-04 08:06:37
TX000533
AC00077
120.24
2023-08-28 16:52:22
Debit
Milwaukee
D000570
49.29.37.185
M087
Branch
18
Student
131
2
1,943.13
2024-11-04 08:08:20
TX000534
AC00437
498.67
2023-12-05 16:19:23
Debit
Miami
D000690
89.6.100.149
M036
Online
28
Student
244
1
1,719.97
2024-11-04 08:08:24
TX000535
AC00152
227.22
2023-03-27 18:52:04
Debit
El Paso
D000350
197.187.216.106
M074
ATM
53
Doctor
220
1
832.82
2024-11-04 08:11:56
TX000536
AC00161
1,182.86
2023-12-11 16:06:51
Debit
Tucson
D000673
96.24.89.146
M050
Online
30
Engineer
34
1
7,696.16
2024-11-04 08:08:58
TX000537
AC00125
56.94
2023-12-11 16:52:47
Credit
Charlotte
D000542
69.82.61.135
M043
Online
76
Retired
74
1
7,004.63
2024-11-04 08:07:42
TX000538
AC00311
629.82
2023-07-17 16:22:23
Debit
Colorado Springs
D000198
17.87.7.140
M056
ATM
68
Retired
159
1
6,385.69
2024-11-04 08:11:59
TX000539
AC00183
59.44
2023-06-13 17:52:56
Debit
Chicago
D000479
64.15.0.66
M002
Online
35
Engineer
176
1
5,472.03
2024-11-04 08:06:34
TX000540
AC00407
186.69
2023-12-29 16:38:21
Debit
New York
D000546
162.151.179.167
M015
Branch
30
Engineer
54
1
8,602.22
2024-11-04 08:08:12
TX000541
AC00093
230.46
2023-04-25 17:33:27
Debit
Mesa
D000401
59.132.247.252
M003
Online
19
Student
179
1
162.53
2024-11-04 08:08:50
TX000542
AC00314
65.09
2023-02-28 17:58:02
Credit
Seattle
D000434
144.91.150.133
M066
Online
44
Engineer
159
1
9,370.9
2024-11-04 08:09:41
TX000543
AC00467
457.09
2023-05-25 16:52:57
Credit
Nashville
D000278
21.97.154.92
M033
Online
55
Engineer
63
1
8,570.82
2024-11-04 08:08:45
TX000544
AC00316
552.02
2023-11-30 16:51:46
Credit
Chicago
D000061
156.173.170.140
M048
ATM
44
Engineer
100
1
522.08
2024-11-04 08:09:25
TX000545
AC00145
377.12
2023-08-14 17:12:27
Debit
Houston
D000321
112.56.160.202
M049
ATM
34
Engineer
61
1
836.67
2024-11-04 08:11:40
TX000546
AC00045
204.56
2023-09-11 17:51:17
Credit
San Diego
D000094
44.197.126.59
M013
Branch
18
Student
179
1
364.72
2024-11-04 08:10:26
TX000547
AC00005
420.28
2023-05-17 17:28:25
Debit
Washington
D000677
110.150.1.201
M002
Branch
35
Doctor
144
1
8,557.32
2024-11-04 08:09:01
TX000548
AC00456
97.09
2023-04-10 18:26:56
Debit
Fort Worth
D000164
221.206.44.63
M052
ATM
24
Student
202
4
1,579.57
2024-11-04 08:06:33
TX000549
AC00041
124.59
2023-05-05 17:32:18
Debit
Charlotte
D000037
85.239.236.80
M025
Branch
27
Student
171
1
129.29
2024-11-04 08:09:21
TX000550
AC00257
73.88
2023-01-02 16:27:18
Debit
Charlotte
D000611
142.148.226.178
M015
Online
39
Doctor
34
1
6,474.41
2024-11-04 08:09:09
TX000551
AC00356
77.43
2023-01-19 16:11:12
Debit
Raleigh
D000403
100.137.90.188
M047
Online
21
Student
169
1
1,380.21
2024-11-04 08:06:33
TX000552
AC00465
106.16
2023-04-14 17:21:48
Debit
Phoenix
D000673
48.89.167.189
M098
ATM
56
Doctor
277
4
7,487.79
2024-11-04 08:08:51
TX000553
AC00158
245.93
2023-06-06 18:53:35
Debit
Fresno
D000096
219.98.242.240
M054
Branch
54
Engineer
172
1
7,986.63
2024-11-04 08:11:58
TX000554
AC00086
622.41
2023-12-11 16:57:41
Debit
Indianapolis
D000680
134.222.122.238
M100
ATM
64
Doctor
125
1
7,322.01
2024-11-04 08:07:48
TX000555
AC00322
43.73
2023-04-03 16:43:29
Debit
Omaha
D000631
194.88.79.54
M011
ATM
34
Doctor
145
1
9,929.43
2024-11-04 08:10:33
TX000556
AC00433
1,282.86
2023-05-15 16:52:40
Debit
Austin
D000388
62.251.170.72
M070
Branch
19
Student
68
1
1,830.98
2024-11-04 08:07:32
TX000557
AC00083
2.03
2024-01-01 16:07:05
Credit
Detroit
D000271
112.86.148.212
M012
ATM
33
Engineer
28
1
3,012.31
2024-11-04 08:08:50
TX000558
AC00402
770.65
2023-07-05 17:49:26
Debit
Jacksonville
D000119
161.161.26.115
M016
Online
31
Doctor
137
1
7,198.8
2024-11-04 08:09:01
TX000559
AC00317
260.31
2023-02-28 16:46:55
Debit
Austin
D000404
195.226.203.234
M065
Branch
63
Doctor
113
1
10,980.38
2024-11-04 08:12:03
TX000560
AC00030
356.1
2023-10-25 16:13:39
Credit
Fort Worth
D000441
167.164.55.0
M043
Branch
26
Student
187
1
868.35
2024-11-04 08:11:02
TX000561
AC00114
27.07
2023-03-06 17:39:01
Credit
Virginia Beach
D000046
52.169.116.164
M004
Branch
80
Retired
39
1
3,773.29
2024-11-04 08:09:57
TX000562
AC00301
119.89
2023-12-19 17:11:31
Debit
Tucson
D000013
166.79.195.157
M004
ATM
67
Doctor
60
1
6,697.77
2024-11-04 08:09:02
TX000563
AC00216
106.39
2023-02-13 18:42:09
Debit
Virginia Beach
D000485
211.42.9.0
M003
Online
37
Doctor
281
1
9,410.99
2024-11-04 08:10:32
TX000564
AC00223
12.04
2023-11-15 16:08:52
Debit
Fort Worth
D000535
31.127.129.152
M053
Online
37
Engineer
58
1
6,213.32
2024-11-04 08:08:25
TX000565
AC00413
365.7
2023-01-27 16:35:40
Debit
Houston
D000051
81.248.235.147
M045
Branch
21
Student
115
2
368.78
2024-11-04 08:10:17
TX000566
AC00086
29.38
2023-02-15 16:30:09
Credit
Baltimore
D000053
139.23.212.102
M064
Branch
28
Student
63
1
1,663.31
2024-11-04 08:11:08
TX000567
AC00216
319.85
2023-07-26 16:44:22
Debit
Denver
D000589
219.31.152.129
M083
ATM
60
Doctor
148
1
711.66
2024-11-04 08:07:45
TX000568
AC00240
350.14
2023-03-24 18:50:42
Credit
Los Angeles
D000182
161.168.126.136
M048
Online
75
Retired
38
1
2,403.25
2024-11-04 08:08:40
TX000569
AC00298
163.94
2023-08-03 18:49:37
Credit
Virginia Beach
D000352
154.48.233.165
M041
Branch
52
Retired
73
1
5,957.37
2024-11-04 08:09:51
TX000570
AC00460
170.53
2023-02-06 18:59:44
Debit
Oklahoma City
D000140
158.135.64.240
M089
Branch
24
Student
58
1
801.01
2024-11-04 08:09:49
TX000571
AC00424
262.22
2023-07-13 17:48:24
Credit
Baltimore
D000006
177.116.108.246
M080
ATM
40
Engineer
136
1
5,711.71
2024-11-04 08:12:12
TX000572
AC00434
41.49
2023-04-24 16:47:20
Debit
Albuquerque
D000422
32.71.250.58
M027
Online
24
Student
13
1
928.33
2024-11-04 08:12:03
TX000573
AC00471
121.43
2023-03-21 16:20:33
Credit
Sacramento
D000244
171.101.134.74
M062
Branch
52
Engineer
243
1
7,365.28
2024-11-04 08:07:28
TX000574
AC00461
350.46
2023-12-08 16:16:02
Debit
Nashville
D000079
152.234.65.155
M023
Branch
51
Retired
165
1
5,839.38
2024-11-04 08:06:32
TX000575
AC00188
220.41
2023-09-04 16:42:49
Credit
El Paso
D000574
133.223.159.151
M059
Online
26
Engineer
155
1
5,116.98
2024-11-04 08:10:04
TX000576
AC00013
33.46
2023-02-20 16:52:03
Debit
Seattle
D000617
189.248.139.91
M003
ATM
72
Retired
111
1
3,641.07
2024-11-04 08:09:12
TX000577
AC00345
104.79
2023-08-07 16:06:32
Debit
Denver
D000531
80.247.6.83
M039
ATM
70
Doctor
223
1
1,352.19
2024-11-04 08:10:07
TX000578
AC00013
246.27
2023-12-27 16:48:30
Debit
Fresno
D000102
144.91.150.133
M058
Online
29
Doctor
141
1
7,299.86
2024-11-04 08:10:57
TX000579
AC00296
48.85
2023-12-08 16:45:12
Debit
Dallas
D000645
68.254.244.208
M049
ATM
19
Student
176
1
1,503.56
2024-11-04 08:07:15
TX000580
AC00192
332
2023-04-27 16:27:41
Debit
Charlotte
D000101
197.23.128.119
M038
ATM
69
Retired
17
1
5,943.13
2024-11-04 08:07:03
TX000581
AC00378
118.1
2023-10-31 16:49:13
Debit
Memphis
D000023
110.243.14.36
M071
Online
54
Engineer
167
1
895.66
2024-11-04 08:09:14
TX000582
AC00205
84.59
2023-04-19 16:54:46
Credit
Las Vegas
D000560
152.140.239.181
M004
Branch
67
Doctor
10
1
5,669.1
2024-11-04 08:07:12
TX000583
AC00475
295.64
2023-12-14 17:31:18
Debit
Jacksonville
D000225
170.225.23.251
M021
Online
21
Student
82
1
1,061.96
2024-11-04 08:10:41
TX000584
AC00022
514.33
2023-06-02 16:27:08
Debit
Philadelphia
D000478
218.54.207.160
M017
Branch
25
Student
160
1
1,592.94
2024-11-04 08:12:17
TX000585
AC00150
992.17
2023-02-27 18:23:11
Debit
San Antonio
D000205
90.111.245.138
M007
ATM
43
Doctor
169
1
6,215.96
2024-11-04 08:12:19
TX000586
AC00362
94.59
2023-12-01 17:04:00
Debit
Washington
D000270
47.82.77.181
M085
Online
39
Doctor
34
1
6,171.89
2024-11-04 08:10:37
TX000587
AC00170
80.43
2023-01-04 16:09:43
Debit
Columbus
D000483
157.47.114.20
M014
Branch
59
Retired
157
1
5,987.67
2024-11-04 08:08:18
TX000588
AC00429
54.25
2023-07-31 16:51:50
Debit
Virginia Beach
D000353
51.250.122.123
M042
Online
68
Doctor
37
1
14,783.33
2024-11-04 08:08:53
TX000589
AC00418
178.88
2023-06-19 17:31:08
Credit
Dallas
D000101
38.210.156.148
M026
Branch
76
Retired
93
4
4,708.29
2024-11-04 08:12:10
TX000590
AC00144
518.85
2023-10-23 18:37:47
Debit
Kansas City
D000100
73.54.203.165
M038
Online
22
Student
82
1
1,806
2024-11-04 08:06:37
TX000591
AC00449
10.65
2023-04-24 16:24:49
Debit
Louisville
D000484
38.166.40.246
M081
Online
54
Doctor
161
1
13,240.72
2024-11-04 08:10:21
TX000592
AC00057
198.62
2023-05-15 16:19:14
Credit
Tucson
D000378
97.4.209.133
M079
Branch
27
Student
84
1
1,196.07
2024-11-04 08:06:38
TX000593
AC00426
107.03
2023-03-06 18:27:13
Debit
Miami
D000628
221.23.158.87
M038
Branch
27
Student
73
1
1,408.07
2024-11-04 08:12:13
TX000594
AC00039
139.57
2023-11-17 17:59:11
Debit
Fort Worth
D000222
13.30.106.126
M030
ATM
19
Student
263
3
271.78
2024-11-04 08:07:23
TX000595
AC00051
312.47
2023-05-02 17:24:26
Debit
Milwaukee
D000658
207.157.126.125
M033
ATM
49
Engineer
148
4
9,419.27
2024-11-04 08:08:05
TX000596
AC00471
346.11
2023-01-04 17:00:17
Debit
Dallas
D000362
130.92.201.49
M007
Branch
41
Engineer
213
1
9,551.64
2024-11-04 08:08:03
TX000597
AC00039
138.06
2023-07-25 17:21:53
Debit
Charlotte
D000188
113.21.93.28
M099
Branch
44
Engineer
159
1
1,070.47
2024-11-04 08:06:52
TX000598
AC00274
158.02
2023-09-20 17:09:14
Debit
New York
D000032
60.153.124.80
M026
ATM
49
Engineer
120
1
9,374.24
2024-11-04 08:09:57
TX000599
AC00095
830.01
2023-07-21 16:43:59
Credit
Chicago
D000559
5.252.94.135
M071
Online
66
Retired
96
1
4,253.18
2024-11-04 08:11:27
TX000600
AC00211
435.5
2023-05-15 18:41:05
Debit
Oklahoma City
D000461
10.191.172.154
M008
ATM
55
Retired
112
1
6,981.03
2024-11-04 08:09:40