TransactionID
stringlengths
8
8
AccountID
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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
TX001401
AC00315
185.81
2023-09-20 16:30:06
Debit
Austin
D000696
201.114.165.141
M033
Online
32
Doctor
116
1
9,588.71
2024-11-04 08:10:15
TX001402
AC00092
66.01
2023-10-06 18:39:39
Debit
Milwaukee
D000317
49.172.82.247
M042
Online
49
Engineer
179
1
3,475.99
2024-11-04 08:07:05
TX001403
AC00133
447.95
2023-01-11 17:27:56
Debit
Tucson
D000442
19.20.13.234
M002
Branch
29
Engineer
75
1
7,544.4
2024-11-04 08:09:20
TX001404
AC00069
279.3
2023-06-22 17:28:02
Debit
Oklahoma City
D000674
77.21.150.75
M079
ATM
19
Student
48
1
1,193.61
2024-11-04 08:07:20
TX001405
AC00498
26.75
2023-05-08 16:25:03
Debit
Indianapolis
D000537
131.41.45.13
M096
Online
33
Doctor
27
1
12,063.77
2024-11-04 08:07:00
TX001406
AC00006
611.15
2023-08-11 17:12:30
Debit
Detroit
D000044
51.250.46.149
M009
ATM
27
Student
121
1
892.83
2024-11-04 08:09:23
TX001407
AC00104
275.2
2023-08-24 17:13:38
Debit
New York
D000122
59.12.96.11
M058
Online
54
Engineer
81
1
1,230.12
2024-11-04 08:09:50
TX001408
AC00311
427.79
2023-02-21 17:42:42
Debit
San Jose
D000018
203.99.96.114
M016
Branch
18
Student
189
1
1,479.67
2024-11-04 08:08:54
TX001409
AC00144
469.13
2023-12-04 17:53:57
Credit
San Antonio
D000501
63.191.171.41
M009
ATM
54
Doctor
139
1
1,265.28
2024-11-04 08:07:30
TX001410
AC00157
102.81
2023-12-04 16:23:00
Debit
Seattle
D000076
21.28.32.1
M074
Branch
76
Retired
47
1
3,228.87
2024-11-04 08:08:07
TX001411
AC00171
22.61
2023-12-21 17:56:04
Debit
Seattle
D000255
76.136.92.235
M099
Online
19
Student
145
1
1,111.67
2024-11-04 08:06:47
TX001412
AC00374
68.28
2023-06-08 18:54:04
Debit
Boston
D000649
148.112.151.27
M100
Online
56
Engineer
293
1
3,213.16
2024-11-04 08:08:24
TX001413
AC00219
33.65
2023-09-18 17:18:03
Credit
New York
D000470
49.31.186.82
M067
Online
63
Doctor
146
1
12,719.93
2024-11-04 08:07:24
TX001414
AC00405
362.68
2023-01-16 18:02:19
Credit
Miami
D000280
172.111.76.65
M014
ATM
63
Retired
137
1
2,040.77
2024-11-04 08:06:30
TX001415
AC00075
73.23
2023-06-23 16:41:27
Debit
San Francisco
D000128
66.226.179.193
M090
Branch
20
Student
172
1
1,309.85
2024-11-04 08:12:22
TX001416
AC00136
654.49
2023-11-20 16:31:36
Credit
Austin
D000380
167.104.180.235
M060
Online
25
Student
104
1
164.61
2024-11-04 08:08:39
TX001417
AC00056
18.56
2023-04-24 17:04:21
Credit
Memphis
D000189
41.82.55.163
M094
Branch
49
Engineer
161
1
4,230.37
2024-11-04 08:07:40
TX001418
AC00368
389.05
2023-01-06 17:35:08
Debit
Dallas
D000379
7.105.184.86
M075
ATM
27
Student
41
1
761
2024-11-04 08:11:28
TX001419
AC00261
7.38
2023-03-15 16:47:45
Debit
Houston
D000011
156.96.135.18
M076
Online
67
Retired
105
1
2,923.83
2024-11-04 08:10:18
TX001420
AC00090
109.48
2023-06-26 17:38:22
Debit
Baltimore
D000122
17.36.132.202
M008
Online
61
Retired
93
1
7,372.47
2024-11-04 08:07:26
TX001421
AC00297
66.91
2023-01-30 18:47:17
Debit
Seattle
D000509
51.196.87.214
M047
ATM
39
Doctor
85
1
871.1
2024-11-04 08:10:19
TX001422
AC00144
335.48
2023-03-02 16:06:18
Debit
Oklahoma City
D000211
107.247.202.71
M040
Branch
45
Engineer
155
1
3,023.16
2024-11-04 08:06:45
TX001423
AC00207
38.14
2023-12-28 16:51:20
Debit
Albuquerque
D000572
113.134.242.82
M026
Online
19
Student
174
1
1,119.21
2024-11-04 08:09:59
TX001424
AC00443
1,076.98
2023-12-20 18:12:25
Debit
Detroit
D000474
49.31.186.82
M090
Branch
60
Doctor
173
1
11,833.73
2024-11-04 08:09:33
TX001425
AC00179
360.02
2023-02-09 16:29:06
Debit
Dallas
D000072
49.31.186.82
M004
Online
68
Retired
68
1
6,400.59
2024-11-04 08:08:53
TX001426
AC00175
567.71
2023-02-06 18:39:23
Debit
Memphis
D000605
6.204.110.7
M086
Online
63
Doctor
80
1
13,884.24
2024-11-04 08:10:40
TX001427
AC00386
218.19
2023-05-23 16:29:31
Debit
Austin
D000626
165.35.58.173
M078
ATM
19
Student
185
1
620.83
2024-11-04 08:10:27
TX001428
AC00067
209.99
2023-09-07 17:19:21
Debit
Denver
D000381
125.89.163.224
M014
ATM
19
Student
40
1
1,938.01
2024-11-04 08:11:39
TX001429
AC00369
11.02
2023-11-13 16:32:53
Debit
Tucson
D000320
203.174.215.229
M008
Branch
19
Student
280
1
964.79
2024-11-04 08:06:56
TX001430
AC00257
83.43
2023-05-30 16:28:48
Debit
New York
D000627
23.255.214.209
M012
Online
56
Retired
109
1
1,870.16
2024-11-04 08:11:40
TX001431
AC00059
344.97
2023-03-20 17:30:52
Debit
Austin
D000264
214.67.148.245
M050
Online
34
Doctor
106
1
5,577.94
2024-11-04 08:09:39
TX001432
AC00341
172.29
2023-01-30 17:22:39
Debit
El Paso
D000474
72.128.135.172
M034
ATM
36
Engineer
283
1
8,700.8
2024-11-04 08:08:42
TX001433
AC00357
195.54
2023-07-17 16:05:23
Debit
Omaha
D000144
161.195.172.148
M039
Online
60
Retired
255
1
2,794.66
2024-11-04 08:09:01
TX001434
AC00455
101.23
2023-08-04 18:34:01
Debit
Colorado Springs
D000696
171.150.178.172
M015
Online
45
Engineer
87
1
6,169.71
2024-11-04 08:06:42
TX001435
AC00346
180.46
2023-03-13 16:26:30
Debit
Fresno
D000456
147.114.91.132
M001
ATM
25
Student
34
1
831.75
2024-11-04 08:11:23
TX001436
AC00118
692.55
2023-03-07 16:51:37
Debit
Charlotte
D000577
180.224.54.115
M058
Branch
53
Retired
109
1
2,451.56
2024-11-04 08:12:17
TX001437
AC00275
147.31
2023-06-12 17:10:27
Credit
Mesa
D000059
100.4.40.132
M005
Online
34
Doctor
92
1
13,625.52
2024-11-04 08:07:58
TX001438
AC00028
107.48
2023-02-07 17:38:18
Debit
Los Angeles
D000624
120.32.147.210
M058
Branch
20
Student
103
1
1,379.39
2024-11-04 08:12:07
TX001439
AC00179
1,831.02
2023-09-15 17:31:42
Credit
Columbus
D000246
141.121.30.32
M012
Online
62
Doctor
83
1
11,498.01
2024-11-04 08:10:52
TX001440
AC00090
81.51
2023-08-10 16:10:22
Debit
Washington
D000079
192.95.36.246
M059
Branch
25
Student
97
1
865.49
2024-11-04 08:07:15
TX001441
AC00367
365.48
2023-05-22 17:59:02
Credit
Seattle
D000310
44.197.126.59
M082
Online
76
Retired
216
1
7,147.4
2024-11-04 08:10:38
TX001442
AC00441
491.1
2023-06-05 16:08:37
Credit
Houston
D000408
175.210.47.87
M067
Online
35
Engineer
125
1
7,833.85
2024-11-04 08:07:32
TX001443
AC00266
452.8
2023-11-24 16:45:11
Debit
Los Angeles
D000527
211.45.75.44
M034
Branch
80
Retired
151
1
4,840.67
2024-11-04 08:07:34
TX001444
AC00072
645.04
2023-12-22 17:08:55
Debit
Memphis
D000515
10.191.172.154
M014
Branch
70
Retired
78
1
7,361.47
2024-11-04 08:07:29
TX001445
AC00245
169.28
2023-03-27 18:08:06
Debit
Philadelphia
D000227
218.238.171.184
M057
Branch
45
Doctor
114
1
5,128.44
2024-11-04 08:11:54
TX001446
AC00119
88.42
2023-10-18 16:28:19
Debit
El Paso
D000443
37.143.57.20
M096
ATM
62
Doctor
91
1
12,381.45
2024-11-04 08:09:15
TX001447
AC00061
155.53
2023-03-24 17:04:32
Debit
Baltimore
D000507
77.21.150.75
M041
ATM
29
Engineer
66
1
4,008.05
2024-11-04 08:08:36
TX001448
AC00080
991.82
2023-12-04 16:16:19
Debit
Milwaukee
D000496
62.152.134.92
M042
Online
43
Engineer
300
1
3,493.13
2024-11-04 08:10:11
TX001449
AC00254
39.24
2023-11-14 18:33:32
Debit
Dallas
D000164
214.67.148.245
M095
ATM
77
Retired
106
1
6,462.41
2024-11-04 08:11:18
TX001450
AC00218
152.01
2023-02-23 16:41:55
Debit
Fort Worth
D000407
80.75.92.66
M095
ATM
42
Engineer
111
3
4,625.12
2024-11-04 08:11:14
TX001451
AC00268
78.77
2023-05-08 18:36:59
Credit
Las Vegas
D000301
64.15.0.66
M085
ATM
48
Engineer
50
1
6,470.57
2024-11-04 08:06:41
TX001452
AC00460
26.5
2023-02-08 16:42:59
Debit
Indianapolis
D000175
9.230.41.239
M063
Online
48
Engineer
179
1
4,854.83
2024-11-04 08:07:24
TX001453
AC00257
83.62
2023-06-22 17:18:09
Debit
Raleigh
D000554
202.21.120.44
M069
ATM
48
Doctor
146
1
12,652.22
2024-11-04 08:12:06
TX001454
AC00398
142.78
2023-05-09 16:40:52
Debit
San Diego
D000499
80.75.92.66
M021
Branch
68
Doctor
150
1
11,705.88
2024-11-04 08:12:22
TX001455
AC00162
55.99
2023-11-13 16:16:24
Debit
El Paso
D000525
215.97.143.157
M037
ATM
35
Doctor
95
1
932.61
2024-11-04 08:07:20
TX001456
AC00015
774.48
2023-03-06 16:12:45
Debit
Louisville
D000233
76.136.92.235
M013
Branch
61
Doctor
31
1
11,613.58
2024-11-04 08:08:33
TX001457
AC00462
105.37
2023-05-11 18:31:20
Debit
Sacramento
D000327
164.75.163.220
M043
ATM
25
Student
160
1
1,068.55
2024-11-04 08:09:44
TX001458
AC00218
118.83
2023-06-26 16:10:25
Debit
Virginia Beach
D000321
190.251.45.32
M039
Online
28
Student
295
1
1,616.3
2024-11-04 08:08:28
TX001459
AC00217
46.22
2023-11-13 16:41:09
Debit
San Jose
D000638
49.31.186.82
M049
Branch
23
Student
217
1
471.28
2024-11-04 08:08:59
TX001460
AC00460
659.71
2023-05-05 16:10:24
Credit
San Jose
D000095
150.83.4.238
M052
Branch
21
Student
148
1
106.86
2024-11-04 08:09:32
TX001461
AC00068
377.97
2023-11-17 16:50:08
Debit
Miami
D000195
138.87.180.254
M028
Online
72
Retired
160
1
2,457.1
2024-11-04 08:11:04
TX001462
AC00214
114.1
2023-05-22 17:45:02
Debit
Boston
D000275
65.149.11.248
M024
Branch
69
Retired
148
1
5,882.12
2024-11-04 08:11:19
TX001463
AC00266
11.3
2023-12-01 16:33:43
Credit
Louisville
D000528
10.191.172.154
M044
Online
55
Retired
41
1
1,938.99
2024-11-04 08:09:25
TX001464
AC00193
95.5
2023-05-22 16:24:02
Debit
Omaha
D000362
177.116.108.246
M031
Online
57
Retired
17
1
4,079.09
2024-11-04 08:08:19
TX001465
AC00132
130.93
2023-02-08 16:52:09
Credit
Houston
D000417
193.221.15.59
M061
Branch
28
Engineer
149
1
860.12
2024-11-04 08:11:18
TX001466
AC00241
272.97
2023-04-17 18:42:04
Debit
Boston
D000638
66.226.179.193
M033
Online
68
Retired
174
1
7,811.31
2024-11-04 08:10:58
TX001467
AC00015
73.35
2023-03-13 16:33:49
Debit
San Francisco
D000340
9.230.41.239
M093
Branch
24
Student
47
1
1,181.84
2024-11-04 08:09:57
TX001468
AC00352
29.94
2023-10-13 16:22:08
Debit
San Francisco
D000266
3.77.114.6
M063
ATM
58
Doctor
243
1
10,915.54
2024-11-04 08:12:01
TX001469
AC00396
307.24
2023-11-02 16:05:49
Debit
San Jose
D000584
17.87.7.140
M096
ATM
19
Student
136
2
1,670.72
2024-11-04 08:09:50
TX001470
AC00174
50.52
2023-10-16 16:29:39
Debit
Boston
D000377
151.247.130.190
M029
Online
20
Student
140
1
1,121.19
2024-11-04 08:09:12
TX001471
AC00024
820.46
2023-04-03 16:22:48
Credit
Fort Worth
D000185
89.21.156.229
M041
Online
53
Engineer
243
1
5,621.86
2024-11-04 08:10:23
TX001472
AC00250
153.07
2023-04-03 18:37:57
Debit
Detroit
D000503
92.214.76.157
M034
ATM
56
Engineer
116
1
8,873.43
2024-11-04 08:12:06
TX001473
AC00373
52.94
2023-06-12 17:36:25
Debit
Tucson
D000160
98.255.160.110
M052
Branch
41
Doctor
146
1
6,990.92
2024-11-04 08:11:08
TX001474
AC00030
384.41
2023-04-17 16:53:29
Debit
Jacksonville
D000289
168.55.199.214
M093
ATM
60
Engineer
65
1
7,831.56
2024-11-04 08:10:13
TX001475
AC00422
235.42
2023-07-10 18:34:22
Debit
Phoenix
D000424
105.87.212.115
M060
Branch
51
Retired
175
1
6,173.23
2024-11-04 08:11:06
TX001476
AC00229
114.23
2023-06-07 17:35:50
Debit
Dallas
D000213
106.244.1.47
M089
ATM
56
Doctor
64
1
9,523.72
2024-11-04 08:06:35
TX001477
AC00002
12.62
2023-05-05 16:35:44
Debit
El Paso
D000475
93.160.83.196
M068
Branch
33
Doctor
61
1
6,420.47
2024-11-04 08:09:03
TX001478
AC00227
997.37
2023-12-22 18:24:01
Debit
Fort Worth
D000629
32.71.250.58
M053
ATM
23
Student
145
1
1,146.09
2024-11-04 08:07:23
TX001479
AC00393
373.52
2023-09-25 16:23:23
Debit
Colorado Springs
D000673
219.31.152.129
M026
ATM
35
Engineer
235
1
6,430.41
2024-11-04 08:11:16
TX001480
AC00042
336.05
2023-04-24 17:18:18
Debit
San Antonio
D000044
89.237.88.251
M019
Branch
28
Student
164
1
1,635.05
2024-11-04 08:12:13
TX001481
AC00111
366.93
2023-12-11 18:43:00
Debit
Houston
D000697
45.182.28.148
M078
Online
66
Retired
33
1
6,697.79
2024-11-04 08:11:33
TX001482
AC00178
112.27
2023-10-19 17:34:53
Debit
Seattle
D000690
199.6.127.153
M007
Branch
58
Doctor
102
1
7,369.89
2024-11-04 08:11:23
TX001483
AC00218
494.96
2023-03-31 16:34:38
Debit
Sacramento
D000320
45.182.28.148
M067
ATM
40
Engineer
132
1
6,903.68
2024-11-04 08:08:34
TX001484
AC00198
561.58
2023-06-23 17:38:26
Debit
Sacramento
D000229
170.154.69.105
M022
Online
65
Doctor
23
1
11,748.86
2024-11-04 08:06:32
TX001485
AC00060
440.94
2023-09-13 18:38:27
Debit
San Antonio
D000133
189.20.224.220
M008
Online
42
Doctor
148
1
7,303.23
2024-11-04 08:11:22
TX001486
AC00397
71.9
2023-02-20 16:28:39
Debit
Los Angeles
D000553
136.172.149.77
M013
Branch
29
Doctor
51
1
10,619.35
2024-11-04 08:12:07
TX001487
AC00338
256.66
2023-07-17 17:08:03
Credit
Raleigh
D000377
101.223.82.253
M045
Online
54
Retired
137
1
1,794.5
2024-11-04 08:06:55
TX001488
AC00101
166.55
2023-07-13 17:51:44
Credit
Houston
D000386
148.25.159.90
M065
Branch
59
Doctor
99
1
12,970.21
2024-11-04 08:09:36
TX001489
AC00384
276.26
2023-02-13 17:04:50
Debit
Louisville
D000307
97.106.5.76
M024
Branch
56
Doctor
143
1
120.89
2024-11-04 08:11:47
TX001490
AC00368
35.46
2023-07-18 16:38:11
Debit
Indianapolis
D000674
83.80.89.29
M073
ATM
67
Doctor
164
1
5,692.31
2024-11-04 08:10:12
TX001491
AC00233
38.14
2023-04-07 16:16:00
Debit
Portland
D000016
160.212.125.105
M072
Branch
50
Engineer
165
1
9,879.87
2024-11-04 08:07:16
TX001492
AC00375
506.26
2023-12-18 18:26:07
Credit
Baltimore
D000670
200.136.146.93
M014
ATM
64
Retired
86
1
6,266.65
2024-11-04 08:11:53
TX001493
AC00277
736.32
2023-04-12 17:06:06
Debit
Indianapolis
D000503
64.15.0.66
M054
Online
31
Doctor
28
1
14,268.95
2024-11-04 08:10:23
TX001494
AC00202
389.43
2023-11-27 18:01:47
Credit
Austin
D000485
10.144.131.89
M005
ATM
52
Engineer
151
1
6,449.83
2024-11-04 08:10:57
TX001495
AC00142
25.58
2023-11-16 16:33:22
Debit
Omaha
D000083
194.29.57.163
M048
ATM
60
Engineer
166
1
6,741.41
2024-11-04 08:06:29
TX001496
AC00178
446.1
2023-09-19 17:45:19
Debit
Seattle
D000444
78.69.172.205
M068
ATM
25
Student
243
1
1,008.44
2024-11-04 08:08:30
TX001497
AC00130
147.74
2023-09-05 16:52:06
Debit
Raleigh
D000064
12.246.170.239
M034
Branch
23
Student
15
1
1,711.78
2024-11-04 08:12:18
TX001498
AC00018
1,228.81
2023-02-20 16:36:36
Debit
San Francisco
D000381
63.191.171.41
M034
ATM
26
Student
254
1
1,821
2024-11-04 08:09:05
TX001499
AC00293
46.23
2023-05-29 17:45:26
Debit
Fresno
D000350
34.86.220.205
M015
Online
77
Retired
282
1
5,107.75
2024-11-04 08:09:46
TX001500
AC00449
265.37
2023-05-26 17:56:17
Debit
Washington
D000633
173.252.44.183
M013
Branch
33
Engineer
77
1
5,229.95
2024-11-04 08:09:20