TransactionID
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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
TX000301
AC00119
211.36
2023-11-21 16:23:41
Credit
Fort Worth
D000700
63.67.150.226
M041
Branch
51
Engineer
286
1
7,943.47
2024-11-04 08:11:10
TX000302
AC00488
744.41
2023-07-31 16:35:59
Credit
Houston
D000115
24.181.236.233
M095
Online
39
Engineer
107
1
8,842.47
2024-11-04 08:11:27
TX000303
AC00466
61.43
2023-06-29 16:16:37
Debit
Phoenix
D000084
14.200.197.126
M035
Online
24
Student
170
1
1,882.77
2024-11-04 08:08:18
TX000304
AC00489
167.44
2023-09-25 16:11:18
Debit
Mesa
D000483
166.7.230.111
M087
Branch
37
Doctor
82
1
12,526.71
2024-11-04 08:10:49
TX000305
AC00306
361.46
2023-04-07 17:23:05
Debit
Nashville
D000169
171.150.178.172
M093
Online
21
Student
83
1
4,737.84
2024-11-04 08:10:42
TX000306
AC00431
378.85
2023-06-16 17:21:15
Debit
Virginia Beach
D000043
192.95.36.246
M089
Branch
78
Retired
126
1
2,300.53
2024-11-04 08:09:07
TX000307
AC00233
241.11
2023-06-16 16:41:23
Debit
Columbus
D000443
195.164.171.146
M063
Branch
30
Doctor
55
1
12,385.05
2024-11-04 08:10:49
TX000308
AC00389
131.93
2023-09-11 17:31:10
Credit
Fort Worth
D000245
216.32.4.105
M049
Branch
31
Engineer
13
1
4,547.06
2024-11-04 08:06:50
TX000309
AC00067
20.28
2023-07-19 17:42:38
Debit
Oklahoma City
D000585
150.83.4.238
M047
Online
36
Engineer
213
1
2,047.83
2024-11-04 08:10:02
TX000310
AC00300
415.88
2023-04-27 17:30:16
Debit
San Diego
D000146
152.140.239.181
M005
Branch
70
Doctor
170
1
10,008.33
2024-11-04 08:08:01
TX000311
AC00386
49.99
2023-02-09 17:53:59
Debit
Omaha
D000668
155.140.33.42
M062
ATM
62
Retired
139
1
2,299.64
2024-11-04 08:08:15
TX000312
AC00285
1,221.65
2023-09-27 16:55:35
Debit
Denver
D000098
83.207.115.164
M091
Online
27
Student
153
1
243.92
2024-11-04 08:10:41
TX000313
AC00219
100.66
2023-06-16 18:58:50
Debit
Dallas
D000511
86.220.59.252
M024
Branch
50
Doctor
144
1
14,473.33
2024-11-04 08:11:54
TX000314
AC00445
485.54
2023-12-08 16:47:48
Debit
Louisville
D000343
121.67.144.20
M080
Online
19
Student
148
1
1,533.32
2024-11-04 08:11:09
TX000315
AC00371
321.15
2023-02-10 17:06:40
Debit
Los Angeles
D000151
200.164.13.160
M037
Branch
46
Doctor
179
1
7,005.05
2024-11-04 08:06:33
TX000316
AC00164
711.3
2023-06-26 18:57:37
Debit
San Jose
D000581
109.42.41.157
M076
Branch
21
Student
51
1
955.4
2024-11-04 08:09:32
TX000317
AC00200
12.23
2023-10-12 16:02:13
Debit
Houston
D000177
23.92.205.75
M065
ATM
42
Engineer
139
1
7,844.88
2024-11-04 08:07:29
TX000318
AC00310
350.94
2023-10-30 17:17:51
Debit
Colorado Springs
D000154
100.137.90.188
M013
ATM
20
Student
64
1
221.56
2024-11-04 08:10:35
TX000319
AC00106
301.85
2023-04-18 17:43:50
Debit
Columbus
D000433
55.154.161.250
M062
Online
54
Engineer
25
1
6,586.19
2024-11-04 08:10:05
TX000320
AC00444
29.34
2023-03-09 17:37:08
Debit
Louisville
D000029
40.198.240.246
M087
Online
65
Retired
30
1
3,944.82
2024-11-04 08:11:42
TX000321
AC00441
231.71
2023-04-24 17:01:08
Debit
Raleigh
D000315
26.105.49.129
M060
Branch
27
Student
148
1
1,127.98
2024-11-04 08:07:02
TX000322
AC00300
179.43
2023-08-11 18:20:48
Debit
Oklahoma City
D000421
189.198.67.252
M004
ATM
58
Retired
244
1
2,626.63
2024-11-04 08:10:00
TX000323
AC00194
36.71
2023-01-30 17:11:53
Debit
Jacksonville
D000671
166.7.230.111
M095
Branch
48
Doctor
55
1
6,459.38
2024-11-04 08:11:44
TX000324
AC00248
138.12
2023-04-11 17:18:50
Credit
Los Angeles
D000182
45.182.28.148
M067
Branch
53
Doctor
281
1
1,649.69
2024-11-04 08:11:23
TX000325
AC00286
233.24
2023-04-17 16:56:06
Debit
Louisville
D000351
45.241.13.208
M070
ATM
33
Engineer
72
1
6,939.23
2024-11-04 08:07:39
TX000326
AC00049
609.14
2023-11-23 16:09:39
Debit
Tucson
D000224
201.113.165.203
M086
ATM
39
Engineer
177
1
9,033.87
2024-11-04 08:11:33
TX000327
AC00471
436.64
2023-12-25 17:46:24
Debit
Los Angeles
D000683
38.210.156.148
M033
Branch
31
Doctor
111
1
14,365.18
2024-11-04 08:08:23
TX000328
AC00434
870.43
2023-05-31 16:54:20
Debit
Los Angeles
D000427
178.34.103.183
M037
Branch
29
Doctor
55
1
10,115.18
2024-11-04 08:07:52
TX000329
AC00264
354.4
2023-11-06 17:23:08
Debit
Chicago
D000416
87.234.36.48
M046
ATM
74
Retired
128
1
7,358.65
2024-11-04 08:10:00
TX000330
AC00316
22.63
2023-02-20 17:28:15
Debit
Kansas City
D000488
165.114.224.47
M052
Online
53
Engineer
112
1
4,438.03
2024-11-04 08:10:56
TX000331
AC00087
182.19
2023-06-19 16:36:25
Debit
Mesa
D000101
157.130.28.27
M007
Branch
26
Student
53
1
1,176.1
2024-11-04 08:06:27
TX000332
AC00140
126.81
2023-10-30 16:58:01
Debit
Philadelphia
D000693
57.232.212.116
M036
Branch
26
Engineer
290
1
5,427.98
2024-11-04 08:12:22
TX000333
AC00418
288.17
2023-09-08 16:48:51
Debit
Virginia Beach
D000399
143.212.47.226
M012
Online
37
Engineer
50
1
3,653.11
2024-11-04 08:10:16
TX000334
AC00187
118.77
2023-10-02 17:44:05
Debit
Atlanta
D000310
104.80.232.55
M066
Branch
55
Engineer
123
1
2,104.82
2024-11-04 08:10:29
TX000335
AC00077
651.82
2023-04-14 17:59:43
Debit
Indianapolis
D000280
138.181.222.38
M094
ATM
21
Student
166
1
1,802.77
2024-11-04 08:07:02
TX000336
AC00141
66.65
2023-10-17 16:58:59
Debit
Detroit
D000398
120.170.93.69
M100
ATM
37
Engineer
33
1
3,559.96
2024-11-04 08:11:00
TX000337
AC00332
98.53
2023-01-16 16:31:48
Debit
Denver
D000684
119.163.214.161
M085
Branch
69
Retired
166
1
3,564.8
2024-11-04 08:11:19
TX000338
AC00439
138.95
2023-06-02 16:48:43
Debit
Washington
D000675
104.155.121.252
M090
Online
71
Retired
30
1
6,752.92
2024-11-04 08:08:37
TX000339
AC00055
33.89
2023-11-10 16:10:34
Debit
Nashville
D000588
14.105.144.122
M079
Branch
26
Student
177
1
1,444.75
2024-11-04 08:11:36
TX000340
AC00299
23.71
2023-09-18 16:04:52
Debit
Atlanta
D000284
2.61.10.58
M005
Branch
58
Doctor
164
1
10,788.89
2024-11-04 08:09:16
TX000341
AC00107
1,830
2023-03-01 16:31:58
Debit
San Antonio
D000436
62.27.235.199
M082
Online
55
Engineer
238
1
2,235.7
2024-11-04 08:11:59
TX000342
AC00171
26.06
2023-12-21 17:01:24
Debit
San Diego
D000689
140.212.253.222
M096
ATM
65
Doctor
283
1
12,893.63
2024-11-04 08:12:00
TX000343
AC00493
17.07
2023-05-01 17:17:12
Debit
Los Angeles
D000597
47.82.77.181
M023
Branch
27
Engineer
44
1
2,798.15
2024-11-04 08:11:25
TX000344
AC00232
703.89
2023-09-22 16:42:15
Debit
San Antonio
D000473
48.19.99.211
M074
Online
46
Engineer
62
1
3,583.67
2024-11-04 08:06:44
TX000345
AC00156
1,271.9
2023-08-28 16:43:15
Debit
Houston
D000312
210.136.14.108
M073
ATM
47
Engineer
155
1
2,120.8
2024-11-04 08:09:27
TX000346
AC00442
26.55
2023-09-20 17:25:26
Debit
Houston
D000112
91.204.200.167
M099
ATM
77
Retired
228
1
3,085.38
2024-11-04 08:07:23
TX000347
AC00375
147.4
2023-06-09 16:10:51
Debit
San Jose
D000283
92.214.76.157
M067
Branch
42
Engineer
259
1
6,797.71
2024-11-04 08:07:18
TX000348
AC00034
202.11
2023-03-30 16:09:26
Debit
Memphis
D000072
59.208.79.116
M005
ATM
27
Student
18
1
746.47
2024-11-04 08:10:01
TX000349
AC00376
308.42
2023-05-02 16:14:22
Debit
Nashville
D000276
76.0.164.168
M077
Branch
75
Retired
39
1
5,427.81
2024-11-04 08:06:34
TX000350
AC00029
11.18
2023-02-27 16:39:28
Debit
Miami
D000609
176.96.83.253
M035
ATM
53
Engineer
144
1
7,467.3
2024-11-04 08:10:57
TX000351
AC00040
294.15
2023-02-02 16:19:31
Debit
Fresno
D000504
112.86.148.212
M020
Online
38
Engineer
136
1
6,362.16
2024-11-04 08:07:20
TX000352
AC00482
29.58
2023-10-30 17:54:19
Debit
Colorado Springs
D000230
173.252.44.183
M066
Branch
54
Engineer
121
1
8,345.26
2024-11-04 08:11:01
TX000353
AC00365
139.45
2023-07-10 16:43:05
Debit
Boston
D000139
77.7.223.184
M004
Online
27
Student
31
1
1,305.76
2024-11-04 08:10:08
TX000354
AC00340
432.63
2023-06-30 17:10:38
Debit
Colorado Springs
D000469
116.237.223.50
M024
ATM
29
Doctor
137
1
13,648.36
2024-11-04 08:10:24
TX000355
AC00349
131.43
2023-02-01 18:47:20
Debit
Charlotte
D000391
77.7.223.184
M053
Online
43
Doctor
65
1
1,337.5
2024-11-04 08:12:12
TX000356
AC00374
516.72
2023-10-09 18:43:04
Debit
Mesa
D000489
197.187.216.106
M025
ATM
42
Engineer
128
1
2,015.69
2024-11-04 08:11:35
TX000357
AC00261
121.82
2023-02-07 17:20:24
Debit
Colorado Springs
D000095
186.54.68.246
M094
Online
69
Doctor
123
3
8,354.54
2024-11-04 08:08:07
TX000358
AC00459
374.5
2023-07-24 16:45:31
Credit
San Francisco
D000045
9.230.41.239
M002
Branch
26
Student
178
1
1,671.51
2024-11-04 08:08:37
TX000359
AC00331
166.13
2023-09-06 17:01:50
Debit
Omaha
D000473
29.168.185.63
M013
ATM
68
Doctor
227
1
11,822.53
2024-11-04 08:12:08
TX000360
AC00165
626.9
2023-10-10 16:42:09
Debit
Chicago
D000686
59.12.96.11
M017
ATM
23
Student
146
1
587.11
2024-11-04 08:11:30
TX000361
AC00397
466.85
2023-07-17 16:57:14
Debit
Austin
D000016
136.104.90.223
M007
Branch
56
Retired
165
1
5,422.53
2024-11-04 08:09:35
TX000362
AC00192
788.84
2023-05-17 17:00:34
Debit
Phoenix
D000402
4.105.134.118
M055
Online
58
Retired
231
1
1,913.73
2024-11-04 08:09:42
TX000363
AC00063
873.65
2023-03-23 16:38:40
Credit
Oklahoma City
D000414
214.247.164.80
M050
Online
37
Doctor
59
1
12,139.83
2024-11-04 08:09:57
TX000364
AC00478
525.28
2023-04-03 16:37:24
Debit
Colorado Springs
D000564
70.130.169.235
M011
ATM
69
Retired
134
1
4,693.6
2024-11-04 08:09:39
TX000365
AC00272
110.17
2023-09-07 16:08:12
Debit
Raleigh
D000046
156.235.3.171
M054
ATM
30
Engineer
137
1
464.2
2024-11-04 08:12:11
TX000366
AC00092
632.69
2023-09-12 16:28:38
Debit
Denver
D000455
211.97.88.141
M047
ATM
80
Retired
76
1
4,363.74
2024-11-04 08:09:26
TX000367
AC00332
124.35
2023-12-08 16:39:15
Debit
Oklahoma City
D000082
49.20.211.229
M015
ATM
72
Retired
90
1
3,319.76
2024-11-04 08:11:35
TX000368
AC00087
43.85
2023-03-13 16:25:34
Debit
Fresno
D000092
117.67.192.211
M013
ATM
62
Retired
122
1
4,356.98
2024-11-04 08:07:18
TX000369
AC00327
283.81
2023-03-09 16:31:54
Debit
San Diego
D000364
64.57.44.102
M046
Branch
28
Student
29
1
1,519.35
2024-11-04 08:10:46
TX000370
AC00269
168.53
2023-06-14 16:30:42
Debit
San Francisco
D000602
157.164.245.130
M100
ATM
71
Retired
112
1
5,962.58
2024-11-04 08:12:09
TX000371
AC00177
218.59
2023-11-27 16:43:28
Credit
Denver
D000004
72.192.101.196
M088
Branch
40
Engineer
123
1
6,699.23
2024-11-04 08:07:12
TX000372
AC00322
132.84
2023-08-21 16:28:17
Debit
Oklahoma City
D000244
147.114.91.132
M060
ATM
21
Student
143
1
822.73
2024-11-04 08:08:40
TX000373
AC00069
157.37
2023-11-15 16:54:44
Credit
Dallas
D000001
66.23.166.248
M014
Branch
42
Doctor
289
1
13,964.31
2024-11-04 08:10:30
TX000374
AC00264
144.77
2023-07-17 16:48:23
Debit
Albuquerque
D000194
57.166.147.242
M007
Online
20
Student
159
1
867.32
2024-11-04 08:10:54
TX000375
AC00014
643.22
2023-05-03 17:04:32
Debit
Atlanta
D000248
175.166.115.182
M073
ATM
64
Doctor
93
1
1,035.86
2024-11-04 08:07:46
TX000376
AC00316
1,392.54
2023-11-20 16:51:14
Debit
El Paso
D000113
63.67.150.226
M013
Branch
41
Doctor
297
1
13,347.69
2024-11-04 08:09:15
TX000377
AC00131
208.07
2023-07-10 16:51:12
Debit
Oklahoma City
D000084
157.164.245.130
M100
Online
32
Doctor
36
1
8,478.9
2024-11-04 08:11:43
TX000378
AC00232
94.3
2023-12-25 17:53:56
Debit
Phoenix
D000446
198.39.35.23
M042
Branch
57
Doctor
57
1
11,088.95
2024-11-04 08:08:14
TX000379
AC00410
295.5
2023-11-23 18:00:00
Debit
Mesa
D000445
137.135.250.168
M095
ATM
59
Retired
36
1
6,280.66
2024-11-04 08:07:08
TX000380
AC00488
30.23
2023-11-06 17:53:25
Debit
Austin
D000406
134.247.5.188
M049
ATM
44
Doctor
99
1
481.13
2024-11-04 08:12:06
TX000381
AC00329
112.05
2023-10-26 16:16:12
Credit
Phoenix
D000156
116.44.12.250
M078
ATM
26
Student
159
1
1,122.88
2024-11-04 08:08:31
TX000382
AC00021
180.24
2023-07-03 17:03:48
Debit
Phoenix
D000106
169.67.220.37
M098
Branch
58
Engineer
144
1
8,431.23
2024-11-04 08:09:17
TX000383
AC00188
13.71
2023-05-30 17:54:22
Credit
Denver
D000483
189.20.224.220
M084
Online
38
Engineer
148
1
8,342.79
2024-11-04 08:11:17
TX000384
AC00341
96.54
2023-03-13 17:26:17
Debit
New York
D000387
69.61.96.139
M020
Branch
58
Retired
95
1
7,182.22
2024-11-04 08:10:31
TX000385
AC00090
79.35
2023-05-29 17:02:32
Debit
Los Angeles
D000277
161.161.26.115
M051
Online
67
Retired
70
1
1,692.15
2024-11-04 08:09:48
TX000386
AC00456
101.04
2023-07-10 18:16:07
Debit
San Antonio
D000020
143.212.47.226
M067
ATM
27
Student
160
1
1,695.57
2024-11-04 08:06:43
TX000387
AC00322
74.42
2023-11-23 17:23:16
Debit
El Paso
D000273
76.136.92.235
M003
Online
49
Engineer
68
1
6,264.21
2024-11-04 08:11:23
TX000388
AC00135
39.66
2023-05-18 16:16:53
Debit
Virginia Beach
D000680
200.136.146.93
M045
Branch
52
Engineer
169
1
8,497.34
2024-11-04 08:07:20
TX000389
AC00279
99.36
2023-05-09 16:55:54
Debit
Seattle
D000019
93.151.52.152
M004
ATM
40
Doctor
46
1
1,272.12
2024-11-04 08:09:15
TX000390
AC00210
123.85
2023-08-25 18:47:28
Debit
Las Vegas
D000274
105.136.156.29
M047
Online
56
Engineer
244
1
3,959.62
2024-11-04 08:06:36
TX000391
AC00251
426.93
2023-12-25 17:05:00
Debit
Omaha
D000129
3.70.1.133
M054
ATM
19
Student
248
1
476.19
2024-11-04 08:09:12
TX000392
AC00116
133.73
2023-05-16 16:21:42
Credit
San Jose
D000664
83.80.89.29
M001
Online
25
Student
123
1
1,872.22
2024-11-04 08:09:22
TX000393
AC00131
222.39
2023-08-23 16:32:59
Debit
Virginia Beach
D000008
180.224.54.115
M088
Online
49
Engineer
73
1
3,117.39
2024-11-04 08:10:52
TX000394
AC00265
215.94
2023-06-05 16:06:43
Credit
Virginia Beach
D000037
53.218.177.171
M021
Online
22
Student
140
1
1,841.69
2024-11-04 08:10:45
TX000395
AC00326
6.3
2023-12-14 18:52:54
Debit
Columbus
D000539
210.160.90.52
M017
Branch
80
Retired
283
5
7,697.68
2024-11-04 08:12:13
TX000396
AC00411
826.23
2023-05-31 16:25:19
Debit
Colorado Springs
D000056
153.178.166.93
M042
ATM
29
Doctor
209
1
7,580.59
2024-11-04 08:07:32
TX000397
AC00039
416.37
2023-10-11 16:14:28
Debit
Columbus
D000686
198.24.183.157
M015
Online
35
Engineer
67
1
7,936.91
2024-11-04 08:08:50
TX000398
AC00293
131.46
2023-05-15 16:37:12
Debit
Charlotte
D000287
146.69.70.214
M006
Branch
67
Retired
258
1
6,642.33
2024-11-04 08:11:30
TX000399
AC00306
202.86
2023-05-22 17:24:46
Credit
Memphis
D000589
93.169.212.219
M088
Branch
61
Doctor
149
1
7,642.25
2024-11-04 08:08:54
TX000400
AC00285
268.39
2023-06-26 18:25:14
Debit
Miami
D000015
65.164.3.100
M017
ATM
26
Student
171
1
136.74
2024-11-04 08:06:40