TransactionID
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8
8
AccountID
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495 values
TransactionAmount
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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
TX000401
AC00145
194.85
2023-09-12 16:50:21
Debit
Jacksonville
D000601
148.234.210.167
M096
Online
23
Student
130
4
319.84
2024-11-04 08:08:01
TX000402
AC00128
137.35
2023-03-29 18:12:17
Credit
Sacramento
D000051
37.213.85.222
M028
Online
40
Doctor
220
1
12,662.66
2024-11-04 08:10:23
TX000403
AC00292
712.75
2023-05-26 17:07:56
Debit
Philadelphia
D000573
57.166.147.242
M074
Branch
44
Doctor
25
1
8,126.06
2024-11-04 08:09:52
TX000404
AC00020
353.82
2023-04-10 17:57:59
Debit
Milwaukee
D000043
72.128.135.172
M035
ATM
42
Doctor
143
1
705.75
2024-11-04 08:06:40
TX000405
AC00229
507.25
2023-10-30 17:21:38
Debit
Washington
D000672
112.196.12.19
M063
Branch
73
Retired
143
1
5,331.57
2024-11-04 08:11:10
TX000406
AC00053
212.74
2023-12-14 18:53:34
Debit
Seattle
D000110
220.179.173.114
M050
Branch
27
Engineer
128
1
7,645.47
2024-11-04 08:07:49
TX000407
AC00401
364.42
2023-10-10 17:07:27
Debit
Colorado Springs
D000469
120.32.147.210
M078
ATM
51
Engineer
146
1
8,119.73
2024-11-04 08:09:16
TX000408
AC00208
195.12
2023-07-25 17:42:45
Debit
Louisville
D000603
199.103.32.145
M043
ATM
46
Doctor
144
1
6,101.15
2024-11-04 08:10:40
TX000409
AC00177
230.61
2023-09-04 16:41:19
Debit
Raleigh
D000083
97.4.209.133
M076
Branch
80
Retired
204
1
2,561.42
2024-11-04 08:09:46
TX000410
AC00136
739.28
2023-06-19 16:46:11
Credit
Tucson
D000576
20.147.6.179
M026
Branch
58
Doctor
47
1
11,905.64
2024-11-04 08:11:13
TX000411
AC00029
390.35
2023-09-26 18:36:46
Credit
Omaha
D000274
101.223.82.253
M019
ATM
64
Doctor
61
1
7,095.88
2024-11-04 08:10:01
TX000412
AC00210
242.03
2023-03-13 16:08:41
Debit
Dallas
D000605
219.98.242.240
M014
Online
58
Engineer
124
1
4,382.73
2024-11-04 08:07:12
TX000413
AC00421
242.39
2023-11-20 16:29:28
Credit
San Antonio
D000451
26.105.49.129
M008
ATM
18
Student
271
1
1,328.73
2024-11-04 08:06:48
TX000414
AC00400
135.03
2023-02-24 17:00:26
Debit
San Francisco
D000029
74.58.165.67
M097
ATM
23
Student
180
1
1,278
2024-11-04 08:08:18
TX000415
AC00495
83.5
2023-05-15 18:47:35
Debit
Dallas
D000446
34.92.221.183
M100
Branch
61
Retired
91
5
1,749.79
2024-11-04 08:07:22
TX000416
AC00301
193.54
2023-10-24 16:43:03
Debit
Oklahoma City
D000150
196.244.194.198
M088
Branch
80
Retired
267
1
2,929.51
2024-11-04 08:08:26
TX000417
AC00434
617.36
2023-11-21 17:05:17
Debit
Kansas City
D000137
42.219.228.159
M035
Branch
29
Engineer
61
1
8,926.38
2024-11-04 08:09:23
TX000418
AC00274
775.23
2023-08-07 16:40:02
Credit
Albuquerque
D000220
112.222.0.29
M036
Online
59
Doctor
38
1
5,977.59
2024-11-04 08:07:01
TX000419
AC00365
266.57
2023-09-26 17:07:06
Debit
El Paso
D000223
91.204.200.167
M031
ATM
72
Retired
100
1
7,676.92
2024-11-04 08:09:17
TX000420
AC00480
153.4
2023-03-31 17:36:57
Debit
Mesa
D000599
162.58.247.55
M057
ATM
45
Engineer
144
1
4,657.7
2024-11-04 08:08:08
TX000421
AC00318
946.94
2023-12-11 17:19:07
Debit
Charlotte
D000019
30.92.249.132
M018
Branch
53
Retired
251
1
5,579.11
2024-11-04 08:07:11
TX000422
AC00235
5.12
2023-10-13 16:08:26
Debit
New York
D000660
188.205.152.176
M002
Branch
34
Engineer
90
1
3,293.01
2024-11-04 08:10:31
TX000423
AC00333
119.11
2023-06-30 16:31:46
Debit
Detroit
D000078
200.13.225.150
M070
ATM
57
Engineer
131
1
7,998.25
2024-11-04 08:09:48
TX000424
AC00262
1,096.7
2023-03-27 16:51:20
Debit
Colorado Springs
D000234
167.164.55.0
M005
Online
24
Student
147
1
1,093.89
2024-11-04 08:11:28
TX000425
AC00267
119.72
2023-02-03 18:15:15
Debit
Tucson
D000445
147.227.81.224
M011
Branch
30
Engineer
123
1
3,435.34
2024-11-04 08:10:20
TX000426
AC00490
107.4
2023-06-22 16:47:47
Debit
Virginia Beach
D000271
146.69.70.214
M079
Online
58
Doctor
32
1
344.07
2024-11-04 08:08:03
TX000427
AC00229
115.92
2023-01-17 18:42:28
Debit
Raleigh
D000386
204.34.243.93
M033
ATM
53
Retired
57
1
3,897.17
2024-11-04 08:09:02
TX000428
AC00196
438.04
2023-08-24 18:54:06
Debit
Philadelphia
D000694
80.92.209.207
M025
ATM
67
Retired
247
1
5,358.95
2024-11-04 08:06:33
TX000429
AC00182
677.29
2023-05-01 18:28:00
Debit
Houston
D000016
49.172.82.247
M015
Online
27
Engineer
287
1
627.79
2024-11-04 08:07:16
TX000430
AC00357
296
2023-05-15 16:25:29
Debit
Las Vegas
D000623
32.71.250.58
M085
Branch
35
Doctor
248
1
7,418.82
2024-11-04 08:06:54
TX000431
AC00443
299.09
2023-01-16 16:14:45
Credit
Boston
D000540
113.115.81.178
M034
Branch
36
Engineer
84
1
5,615.26
2024-11-04 08:08:01
TX000432
AC00499
461.52
2023-05-15 16:40:24
Credit
Denver
D000670
59.127.135.25
M068
Branch
24
Student
44
1
1,995.18
2024-11-04 08:08:53
TX000433
AC00285
100.52
2023-01-30 17:28:00
Debit
Las Vegas
D000140
113.115.81.178
M038
ATM
50
Engineer
110
1
453.39
2024-11-04 08:11:28
TX000434
AC00475
85.35
2023-07-05 16:08:25
Debit
Washington
D000514
100.4.40.132
M074
ATM
66
Retired
166
1
2,173.76
2024-11-04 08:06:25
TX000435
AC00217
79.76
2023-02-06 16:26:29
Debit
Raleigh
D000268
157.130.28.27
M055
Branch
39
Engineer
170
1
6,452.14
2024-11-04 08:09:34
TX000436
AC00452
778.49
2023-07-03 16:48:21
Credit
Omaha
D000102
161.71.2.223
M054
Online
75
Retired
107
1
7,713.67
2024-11-04 08:09:21
TX000437
AC00357
386.38
2023-01-24 16:00:14
Debit
Phoenix
D000461
203.197.235.35
M058
Online
42
Engineer
135
1
5,528.36
2024-11-04 08:10:06
TX000438
AC00080
165.25
2023-11-24 17:11:27
Debit
Sacramento
D000124
70.130.169.235
M025
Online
35
Doctor
106
1
9,939.94
2024-11-04 08:11:35
TX000439
AC00493
14.29
2023-02-28 16:28:25
Debit
Los Angeles
D000317
90.111.245.138
M070
ATM
34
Engineer
150
1
7,016.99
2024-11-04 08:08:52
TX000440
AC00420
232.79
2023-09-20 17:36:06
Credit
Indianapolis
D000160
6.234.101.35
M019
Branch
55
Retired
145
1
2,661.3
2024-11-04 08:11:40
TX000441
AC00040
1,237.56
2023-11-13 17:49:04
Credit
Austin
D000077
219.96.187.255
M060
Branch
60
Engineer
159
1
9,410.17
2024-11-04 08:11:45
TX000442
AC00351
92.29
2023-02-15 16:17:59
Debit
Albuquerque
D000264
210.136.14.108
M015
Branch
54
Engineer
115
1
2,026.32
2024-11-04 08:11:25
TX000443
AC00070
293.97
2023-11-13 17:34:15
Debit
Phoenix
D000444
56.89.80.133
M047
Branch
68
Retired
153
1
7,371.85
2024-11-04 08:08:57
TX000444
AC00273
136.32
2023-10-11 18:50:24
Debit
Miami
D000548
217.233.219.196
M060
Online
19
Student
113
1
264.83
2024-11-04 08:09:24
TX000445
AC00280
251.06
2023-12-06 17:27:14
Debit
Colorado Springs
D000593
195.237.152.198
M003
Online
36
Doctor
34
1
10,001.66
2024-11-04 08:10:13
TX000446
AC00480
50.17
2023-09-18 16:57:44
Credit
Sacramento
D000549
25.188.196.47
M039
ATM
77
Retired
35
1
7,752.14
2024-11-04 08:10:59
TX000447
AC00122
21.4
2023-12-26 16:07:28
Debit
Fresno
D000537
198.166.198.233
M027
Branch
34
Engineer
258
1
9,594.11
2024-11-04 08:11:40
TX000448
AC00072
73.28
2023-03-10 17:33:12
Debit
Boston
D000137
206.84.69.39
M096
Branch
21
Student
21
1
1,329.41
2024-11-04 08:10:57
TX000449
AC00093
70.23
2023-09-13 16:18:07
Debit
Memphis
D000293
146.47.189.38
M066
ATM
38
Doctor
260
1
11,624.93
2024-11-04 08:07:16
TX000450
AC00407
689.29
2023-01-06 17:30:07
Debit
El Paso
D000286
166.41.54.117
M034
ATM
22
Student
100
1
168.84
2024-11-04 08:07:49
TX000451
AC00495
745.03
2023-08-03 17:42:02
Debit
Fort Worth
D000031
30.92.249.132
M075
Online
28
Student
231
1
160.57
2024-11-04 08:09:15
TX000452
AC00119
54.61
2023-12-04 16:10:04
Debit
Milwaukee
D000079
39.163.103.27
M043
ATM
58
Engineer
160
1
7,135.64
2024-11-04 08:07:19
TX000453
AC00271
54.05
2023-04-25 16:53:22
Debit
Louisville
D000373
167.104.180.235
M008
Branch
27
Student
146
1
469.14
2024-11-04 08:11:34
TX000454
AC00235
107.47
2023-04-12 17:39:29
Debit
Austin
D000606
59.208.79.116
M037
Online
67
Retired
144
1
7,517.5
2024-11-04 08:12:09
TX000455
AC00264
611.11
2023-10-18 18:32:31
Debit
Detroit
D000215
141.201.46.191
M045
ATM
20
Student
282
4
919.84
2024-11-04 08:11:12
TX000456
AC00307
219.63
2023-11-10 16:06:27
Debit
Charlotte
D000220
146.47.189.38
M002
ATM
48
Doctor
44
1
8,013.63
2024-11-04 08:07:29
TX000457
AC00434
188.7
2023-02-10 16:01:04
Debit
New York
D000501
55.139.104.163
M099
Branch
54
Retired
123
1
5,077.06
2024-11-04 08:09:59
TX000458
AC00290
93.52
2023-08-14 17:41:24
Debit
Philadelphia
D000430
190.251.45.32
M011
Online
51
Engineer
97
1
2,791.2
2024-11-04 08:08:04
TX000459
AC00021
275.92
2023-09-18 18:47:52
Credit
Nashville
D000315
112.196.12.19
M042
Branch
62
Retired
107
1
1,777.38
2024-11-04 08:07:39
TX000460
AC00499
376.79
2023-01-30 17:47:18
Debit
Milwaukee
D000242
143.212.47.226
M039
Branch
68
Retired
265
1
7,749.14
2024-11-04 08:08:44
TX000461
AC00148
8.98
2023-08-21 16:07:13
Debit
Detroit
D000229
188.225.207.71
M063
Online
66
Retired
56
1
4,516.76
2024-11-04 08:10:53
TX000462
AC00200
697.32
2023-05-11 16:30:04
Debit
Atlanta
D000277
163.58.140.206
M080
Online
68
Retired
91
1
2,016.02
2024-11-04 08:11:18
TX000463
AC00074
17.45
2023-09-13 16:41:19
Debit
Omaha
D000630
28.149.72.129
M059
ATM
18
Student
88
1
1,959.52
2024-11-04 08:09:39
TX000464
AC00417
302.16
2023-10-18 17:47:52
Debit
Kansas City
D000123
84.237.126.96
M014
Online
80
Retired
138
5
3,876.61
2024-11-04 08:07:38
TX000465
AC00182
442.74
2023-10-16 17:47:41
Debit
San Diego
D000563
141.241.241.128
M019
Branch
23
Student
136
1
1,790.27
2024-11-04 08:09:45
TX000466
AC00177
623.9
2023-08-08 17:44:21
Debit
San Jose
D000162
206.84.69.39
M005
ATM
27
Student
249
1
711.47
2024-11-04 08:10:15
TX000467
AC00063
445.41
2023-11-20 16:27:31
Debit
Fresno
D000039
185.23.87.107
M015
ATM
35
Doctor
235
3
12,154.66
2024-11-04 08:08:08
TX000468
AC00300
63.41
2023-11-24 17:29:06
Debit
Fort Worth
D000116
141.241.241.128
M035
ATM
26
Student
36
1
1,546.22
2024-11-04 08:07:15
TX000469
AC00218
346.85
2023-11-03 18:33:50
Debit
Kansas City
D000128
13.149.61.4
M025
ATM
44
Doctor
88
1
7,208.15
2024-11-04 08:10:25
TX000470
AC00036
71.95
2023-02-13 16:39:52
Credit
Omaha
D000410
162.58.247.55
M100
Online
59
Engineer
53
1
9,267.32
2024-11-04 08:06:23
TX000471
AC00371
7.5
2023-02-17 16:08:54
Debit
Dallas
D000181
203.197.235.35
M054
Online
63
Retired
36
1
6,485.78
2024-11-04 08:11:28
TX000472
AC00398
206.46
2023-11-27 18:26:02
Debit
Virginia Beach
D000620
110.150.1.201
M013
ATM
65
Retired
279
1
3,984.38
2024-11-04 08:06:44
TX000473
AC00213
423.11
2023-07-25 18:41:02
Debit
Columbus
D000113
64.57.44.102
M055
ATM
60
Engineer
47
1
412.78
2024-11-04 08:10:58
TX000474
AC00464
35.84
2023-03-28 17:23:54
Credit
Colorado Springs
D000422
35.73.67.98
M013
Online
54
Retired
172
1
4,795.65
2024-11-04 08:10:57
TX000475
AC00219
88.6
2023-02-14 17:01:44
Credit
Raleigh
D000403
170.54.231.239
M054
Branch
28
Student
105
1
246.57
2024-11-04 08:08:47
TX000476
AC00464
1,431.3
2023-09-04 18:46:40
Debit
Oklahoma City
D000563
7.105.184.86
M082
ATM
18
Student
168
1
1,058.13
2024-11-04 08:11:20
TX000477
AC00442
53.81
2023-10-16 16:55:44
Credit
Raleigh
D000663
34.86.220.205
M079
ATM
55
Engineer
37
2
2,564.62
2024-11-04 08:12:05
TX000478
AC00054
22.46
2023-05-17 16:03:51
Debit
New York
D000602
147.119.62.178
M087
Online
54
Retired
78
1
6,631.5
2024-11-04 08:07:46
TX000479
AC00392
334.89
2023-07-20 18:23:13
Debit
Fort Worth
D000697
32.13.122.242
M040
Online
21
Student
260
1
1,661.68
2024-11-04 08:08:44
TX000480
AC00350
319.27
2023-07-20 16:58:05
Credit
Omaha
D000457
214.67.148.245
M068
Online
54
Retired
59
1
5,504.01
2024-11-04 08:06:35
TX000481
AC00306
144.3
2023-12-08 17:24:44
Debit
Oklahoma City
D000098
93.170.203.44
M049
ATM
18
Student
88
1
312.19
2024-11-04 08:10:39
TX000482
AC00229
348.7
2023-05-02 17:13:45
Credit
Fresno
D000175
142.184.68.230
M067
Branch
69
Retired
149
1
2,445.58
2024-11-04 08:06:58
TX000483
AC00148
366.21
2023-01-12 17:57:06
Debit
Oklahoma City
D000483
210.160.90.52
M052
ATM
62
Doctor
181
1
10,862.99
2024-11-04 08:11:36
TX000484
AC00305
99.11
2023-05-01 16:58:41
Debit
Philadelphia
D000195
42.219.228.159
M015
Online
55
Retired
12
1
5,414.87
2024-11-04 08:09:35
TX000485
AC00329
539.35
2023-05-22 17:34:50
Debit
Milwaukee
D000051
216.32.4.105
M002
ATM
55
Retired
127
1
3,919.44
2024-11-04 08:11:49
TX000486
AC00400
188.99
2023-06-08 16:43:06
Debit
Oklahoma City
D000551
200.136.146.93
M065
Branch
58
Engineer
92
1
7,315.34
2024-11-04 08:07:32
TX000487
AC00148
1,416.69
2023-01-16 17:00:11
Debit
Nashville
D000418
219.98.242.240
M015
ATM
46
Engineer
58
1
3,740.73
2024-11-04 08:11:35
TX000488
AC00128
710.14
2023-03-08 16:20:43
Debit
El Paso
D000667
83.207.115.164
M059
ATM
26
Student
227
1
465.63
2024-11-04 08:12:20
TX000489
AC00463
308.68
2023-02-27 17:14:10
Debit
Milwaukee
D000391
86.220.59.252
M064
Online
53
Doctor
170
1
9,992.36
2024-11-04 08:10:16
TX000490
AC00256
166.68
2023-03-27 18:47:56
Debit
Mesa
D000130
187.52.200.18
M008
ATM
57
Retired
139
1
5,141.19
2024-11-04 08:12:19
TX000491
AC00166
0.99
2023-09-13 16:55:14
Debit
Los Angeles
D000503
187.199.178.27
M029
ATM
45
Engineer
133
1
4,317.85
2024-11-04 08:09:12
TX000492
AC00318
505.19
2023-03-14 16:25:04
Debit
Kansas City
D000660
60.89.202.192
M023
ATM
30
Doctor
128
5
5,326.68
2024-11-04 08:10:19
TX000493
AC00213
66.58
2023-12-04 17:06:43
Debit
Raleigh
D000419
20.147.6.179
M040
Branch
23
Student
79
1
1,636.32
2024-11-04 08:08:48
TX000494
AC00075
223.43
2023-02-08 17:59:42
Debit
Dallas
D000095
198.73.211.114
M091
Branch
77
Retired
178
1
7,932.41
2024-11-04 08:09:38
TX000495
AC00498
659.95
2023-09-20 16:59:45
Debit
Detroit
D000665
94.227.164.192
M044
Online
60
Engineer
114
1
3,927.69
2024-11-04 08:06:26
TX000496
AC00039
634.86
2023-08-10 16:28:55
Debit
Chicago
D000151
122.94.26.104
M009
ATM
27
Student
45
1
588.5
2024-11-04 08:08:00
TX000497
AC00114
286.5
2023-10-23 16:58:04
Credit
Boston
D000602
16.128.130.153
M097
Branch
30
Engineer
60
1
8,517.95
2024-11-04 08:09:17
TX000498
AC00326
322.96
2023-11-27 16:21:20
Credit
Philadelphia
D000275
135.29.211.116
M033
Branch
76
Retired
168
1
2,401.59
2024-11-04 08:11:24
TX000499
AC00450
654.48
2023-08-07 16:37:06
Debit
Columbus
D000277
148.112.151.27
M047
Branch
19
Student
114
1
6,776.41
2024-11-04 08:10:17
TX000500
AC00325
157.97
2023-06-21 16:00:51
Debit
Philadelphia
D000635
89.237.88.251
M009
Branch
48
Doctor
140
1
5,529.92
2024-11-04 08:10:06