TransactionID
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8
8
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495 values
TransactionAmount
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0.26
1.92k
TransactionDate
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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
TX001501
AC00496
342.57
2023-02-03 17:10:00
Debit
Boston
D000345
64.15.0.66
M100
Online
20
Student
91
1
339.16
2024-11-04 08:09:51
TX001502
AC00370
417.26
2023-02-27 17:01:24
Credit
New York
D000183
17.36.132.202
M049
Online
32
Doctor
45
1
10,442.48
2024-11-04 08:11:53
TX001503
AC00341
33.63
2023-11-03 16:50:08
Debit
Columbus
D000556
141.241.241.128
M024
Online
63
Retired
76
1
4,324.4
2024-11-04 08:10:52
TX001504
AC00400
64.58
2023-12-04 18:06:30
Debit
El Paso
D000647
21.190.11.223
M056
Branch
55
Retired
173
1
6,292.29
2024-11-04 08:11:27
TX001505
AC00301
23.23
2023-04-20 16:34:59
Credit
Miami
D000573
156.96.135.18
M064
Branch
21
Student
122
1
269.01
2024-11-04 08:09:54
TX001506
AC00249
160.52
2023-08-07 16:15:05
Credit
Jacksonville
D000254
98.255.160.110
M034
ATM
78
Retired
112
1
5,379.25
2024-11-04 08:07:59
TX001507
AC00239
278.88
2023-09-29 16:53:14
Debit
Kansas City
D000350
184.185.209.72
M001
Branch
64
Doctor
179
2
1,334.09
2024-11-04 08:09:44
TX001508
AC00419
285.49
2023-08-11 18:42:10
Credit
Charlotte
D000498
41.82.55.163
M071
Branch
53
Doctor
109
1
6,366.84
2024-11-04 08:12:14
TX001509
AC00435
71.87
2023-01-16 18:03:02
Debit
Nashville
D000039
110.247.153.70
M057
ATM
22
Student
258
1
1,839.1
2024-11-04 08:12:07
TX001510
AC00012
308.8
2023-12-26 16:08:51
Debit
Baltimore
D000256
65.164.3.100
M018
ATM
53
Retired
41
1
3,966.54
2024-11-04 08:09:59
TX001511
AC00438
135.35
2023-07-28 18:42:51
Debit
Houston
D000219
218.54.207.160
M098
Branch
33
Engineer
82
1
9,983.36
2024-11-04 08:07:24
TX001512
AC00345
288.43
2023-05-08 16:37:53
Debit
Phoenix
D000136
7.105.184.86
M075
Branch
66
Retired
72
1
4,577.09
2024-11-04 08:09:00
TX001513
AC00026
147.46
2023-10-12 16:58:25
Credit
Albuquerque
D000380
78.69.172.205
M071
Online
65
Doctor
205
1
7,458.03
2024-11-04 08:11:31
TX001514
AC00416
214.15
2023-10-30 17:07:54
Debit
Detroit
D000531
210.228.226.64
M064
Branch
32
Engineer
217
1
6,397.29
2024-11-04 08:10:59
TX001515
AC00272
71.34
2023-08-28 16:00:00
Debit
Miami
D000256
188.225.207.71
M021
Online
49
Engineer
144
3
6,345.03
2024-11-04 08:09:43
TX001516
AC00468
170.36
2023-03-27 16:56:29
Debit
Indianapolis
D000225
133.63.96.21
M091
ATM
30
Doctor
118
1
6,034.73
2024-11-04 08:09:24
TX001517
AC00040
965.66
2023-12-18 17:22:16
Debit
Raleigh
D000244
81.102.230.41
M009
ATM
53
Engineer
32
1
765.81
2024-11-04 08:08:58
TX001518
AC00302
736.53
2023-05-10 17:05:08
Debit
Philadelphia
D000548
219.193.239.152
M065
ATM
55
Engineer
120
1
9,826.26
2024-11-04 08:09:38
TX001519
AC00271
213.42
2023-07-27 17:30:14
Debit
Columbus
D000536
133.67.250.163
M052
ATM
45
Engineer
17
1
3,736.38
2024-11-04 08:11:26
TX001520
AC00495
94.09
2023-09-12 16:32:09
Debit
Miami
D000429
116.237.223.50
M042
Branch
27
Student
203
1
646.85
2024-11-04 08:10:29
TX001521
AC00246
91.23
2023-05-15 16:13:54
Debit
Boston
D000184
32.240.176.64
M003
ATM
72
Retired
86
1
6,385.12
2024-11-04 08:08:29
TX001522
AC00139
263.92
2023-07-26 17:56:54
Credit
San Diego
D000568
32.240.176.64
M074
Branch
57
Retired
233
1
4,161.71
2024-11-04 08:10:43
TX001523
AC00298
77.5
2023-05-23 16:44:55
Credit
Fort Worth
D000333
198.166.198.233
M061
Online
51
Doctor
201
1
11,079.77
2024-11-04 08:08:15
TX001524
AC00246
3.65
2023-02-13 17:48:36
Debit
Miami
D000115
21.28.32.1
M098
Online
69
Doctor
146
1
10,017.11
2024-11-04 08:11:01
TX001525
AC00323
43.88
2023-11-13 17:43:37
Credit
Seattle
D000349
139.23.212.102
M038
Online
26
Student
251
1
1,644.09
2024-11-04 08:08:21
TX001526
AC00310
591.98
2023-04-28 16:32:10
Debit
El Paso
D000560
7.146.35.122
M069
ATM
28
Student
132
1
387.65
2024-11-04 08:07:44
TX001527
AC00083
224.79
2023-08-22 16:34:34
Debit
Boston
D000208
3.11.254.2
M063
Online
18
Student
129
1
528.38
2024-11-04 08:10:25
TX001528
AC00222
64.3
2023-09-04 17:36:40
Debit
Louisville
D000084
219.98.242.240
M015
ATM
55
Retired
67
1
7,530.3
2024-11-04 08:11:58
TX001529
AC00459
111.79
2023-12-26 17:40:23
Debit
Jacksonville
D000530
110.235.207.187
M056
Online
62
Doctor
49
1
10,887.59
2024-11-04 08:11:34
TX001530
AC00091
927.16
2023-03-20 16:48:00
Debit
San Francisco
D000385
84.237.126.96
M013
ATM
59
Retired
153
1
7,104.61
2024-11-04 08:10:20
TX001531
AC00122
613.7
2023-02-22 17:33:56
Credit
Fort Worth
D000670
86.83.61.143
M055
Branch
61
Retired
37
1
7,307.11
2024-11-04 08:10:53
TX001532
AC00432
26.07
2023-03-16 17:00:29
Debit
Baltimore
D000552
194.174.252.1
M061
Branch
20
Student
19
3
349.98
2024-11-04 08:10:16
TX001533
AC00218
170.45
2023-01-05 16:56:49
Debit
San Francisco
D000560
50.202.8.53
M026
Branch
60
Engineer
199
1
2,284.41
2024-11-04 08:09:17
TX001534
AC00294
344.27
2023-09-19 17:23:14
Debit
San Antonio
D000172
214.125.131.88
M031
Branch
22
Student
123
1
1,918.36
2024-11-04 08:09:37
TX001535
AC00407
872.72
2023-04-24 16:47:17
Debit
Washington
D000559
216.79.134.201
M033
Online
22
Student
288
1
503.01
2024-11-04 08:10:49
TX001536
AC00480
292.95
2023-02-16 16:23:11
Debit
Memphis
D000456
221.169.49.152
M055
Branch
37
Engineer
56
1
1,216.91
2024-11-04 08:11:13
TX001537
AC00367
28.44
2023-08-31 17:43:38
Debit
Fresno
D000176
200.164.13.160
M047
ATM
18
Student
243
1
1,071.04
2024-11-04 08:09:03
TX001538
AC00324
209.02
2023-03-03 17:08:36
Debit
El Paso
D000599
97.4.209.133
M008
ATM
21
Student
74
1
187.9
2024-11-04 08:11:19
TX001539
AC00253
20.05
2023-11-29 17:43:51
Debit
Chicago
D000293
164.75.163.220
M018
ATM
72
Retired
171
1
7,145.67
2024-11-04 08:08:00
TX001540
AC00344
175.02
2023-04-10 16:23:53
Debit
Phoenix
D000609
105.6.30.244
M092
Online
28
Student
71
1
1,493.88
2024-11-04 08:09:21
TX001541
AC00153
89.5
2023-08-21 16:22:06
Credit
Louisville
D000014
166.79.195.157
M020
Branch
41
Engineer
134
1
8,658.95
2024-11-04 08:09:01
TX001542
AC00016
69.96
2023-10-16 17:43:00
Debit
Baltimore
D000397
184.146.10.88
M060
Branch
28
Student
31
1
164.12
2024-11-04 08:08:13
TX001543
AC00291
146.51
2023-01-25 17:12:17
Debit
Albuquerque
D000575
219.98.242.240
M097
ATM
53
Engineer
68
1
7,089.9
2024-11-04 08:10:39
TX001544
AC00362
376.78
2023-08-14 17:25:14
Credit
Nashville
D000602
81.248.235.147
M061
Online
21
Student
88
1
841.65
2024-11-04 08:07:49
TX001545
AC00202
148.54
2023-12-22 16:25:16
Credit
Columbus
D000156
145.179.219.57
M048
Branch
71
Retired
107
1
5,677.05
2024-11-04 08:11:52
TX001546
AC00163
388.77
2023-12-11 16:57:08
Credit
Jacksonville
D000215
49.20.211.229
M065
Online
26
Student
30
1
1,658.49
2024-11-04 08:11:05
TX001547
AC00123
100.38
2023-11-27 17:51:15
Debit
Seattle
D000548
71.93.189.160
M060
Branch
63
Doctor
49
1
10,171.68
2024-11-04 08:09:18
TX001548
AC00054
137.23
2023-04-07 16:50:22
Debit
Fresno
D000207
82.51.236.134
M084
Branch
64
Doctor
63
1
13,847.99
2024-11-04 08:08:41
TX001549
AC00172
870.3
2023-08-28 17:56:39
Debit
San Jose
D000200
143.212.47.226
M003
ATM
51
Retired
229
1
3,688.98
2024-11-04 08:08:54
TX001550
AC00176
458.94
2023-07-18 18:06:23
Debit
Detroit
D000074
151.247.130.190
M076
Branch
52
Engineer
180
1
5,619.95
2024-11-04 08:08:35
TX001551
AC00093
327.35
2023-09-25 18:48:58
Credit
Memphis
D000531
19.111.192.175
M059
Branch
20
Student
175
1
342.08
2024-11-04 08:11:19
TX001552
AC00310
757.15
2023-01-17 16:53:08
Debit
Raleigh
D000463
200.13.225.150
M085
Online
53
Engineer
38
1
4,702.86
2024-11-04 08:08:06
TX001553
AC00127
5.64
2023-03-08 16:57:30
Debit
Boston
D000691
77.208.193.198
M064
Online
59
Doctor
47
1
12,703.24
2024-11-04 08:11:10
TX001554
AC00286
47.23
2023-08-03 18:18:56
Credit
Memphis
D000031
188.225.207.71
M034
Online
73
Retired
160
1
6,659.81
2024-11-04 08:11:07
TX001555
AC00497
239.41
2023-11-01 17:23:46
Credit
Baltimore
D000693
145.246.171.225
M064
Online
42
Doctor
248
1
7,860.65
2024-11-04 08:07:19
TX001556
AC00475
7.48
2023-07-03 16:46:20
Debit
San Antonio
D000596
27.93.195.98
M025
ATM
55
Engineer
29
1
1,275.2
2024-11-04 08:12:21
TX001557
AC00470
170.97
2023-05-01 17:04:30
Debit
Nashville
D000259
187.52.200.18
M044
Branch
26
Student
292
1
1,265.27
2024-11-04 08:07:51
TX001558
AC00245
262.43
2023-06-13 17:26:54
Credit
San Diego
D000365
172.184.35.29
M046
Online
37
Doctor
274
5
12,841.01
2024-11-04 08:07:46
TX001559
AC00480
659.15
2023-01-31 16:02:23
Debit
Boston
D000202
78.69.172.205
M014
ATM
22
Student
204
1
1,241.59
2024-11-04 08:06:24
TX001560
AC00011
31.53
2023-12-20 17:15:14
Debit
Kansas City
D000328
37.143.57.20
M095
Online
25
Student
283
1
874.93
2024-11-04 08:06:33
TX001561
AC00362
111.66
2023-06-07 18:18:32
Credit
Washington
D000384
62.251.170.72
M068
Online
48
Engineer
140
1
5,716.72
2024-11-04 08:07:36
TX001562
AC00015
250.01
2023-11-06 16:28:15
Debit
Kansas City
D000191
157.47.114.20
M057
ATM
62
Retired
88
1
1,541.48
2024-11-04 08:12:10
TX001563
AC00112
554.15
2023-04-18 17:17:37
Debit
Raleigh
D000087
151.247.130.190
M066
ATM
49
Doctor
108
1
14,817.22
2024-11-04 08:12:11
TX001564
AC00057
598.66
2023-01-10 16:51:44
Credit
Charlotte
D000316
52.50.209.49
M032
Branch
32
Engineer
222
1
2,587.11
2024-11-04 08:11:41
TX001565
AC00393
28.38
2023-05-18 16:24:16
Debit
Sacramento
D000700
149.84.108.18
M083
Branch
55
Doctor
98
1
173.7
2024-11-04 08:08:56
TX001566
AC00233
16.8
2023-11-27 17:01:48
Debit
San Diego
D000426
86.220.59.252
M021
ATM
49
Doctor
94
1
11,847.07
2024-11-04 08:09:51
TX001567
AC00466
896.79
2023-11-06 16:35:59
Debit
Dallas
D000582
138.87.180.254
M087
Online
33
Doctor
168
1
11,146.74
2024-11-04 08:06:45
TX001568
AC00453
159
2023-03-06 18:04:32
Debit
Las Vegas
D000545
77.92.193.22
M059
ATM
49
Engineer
38
1
369.79
2024-11-04 08:08:35
TX001569
AC00203
56.31
2023-09-27 17:54:16
Credit
Houston
D000038
18.72.115.111
M042
Online
75
Retired
195
1
6,396.08
2024-11-04 08:08:12
TX001570
AC00228
203.99
2023-01-20 16:34:35
Debit
Philadelphia
D000007
213.15.9.253
M073
Online
52
Retired
215
1
4,840.31
2024-11-04 08:09:52
TX001571
AC00131
50.99
2023-10-31 16:45:07
Debit
Detroit
D000217
147.119.62.178
M003
Branch
29
Doctor
76
1
1,334.6
2024-11-04 08:10:00
TX001572
AC00247
101.28
2023-08-23 18:19:06
Credit
Chicago
D000506
81.222.37.186
M023
Online
32
Engineer
75
1
2,774.35
2024-11-04 08:06:44
TX001573
AC00425
299.92
2023-10-09 18:41:21
Debit
Denver
D000197
201.113.165.203
M007
ATM
27
Student
122
1
1,368
2024-11-04 08:08:59
TX001574
AC00123
77.54
2023-02-01 17:12:47
Debit
Phoenix
D000352
79.47.176.19
M095
Online
67
Retired
73
1
4,536.38
2024-11-04 08:10:22
TX001575
AC00139
18.35
2023-09-18 16:40:59
Debit
Nashville
D000685
83.80.89.29
M035
Branch
21
Student
78
1
1,293.39
2024-11-04 08:10:06
TX001576
AC00379
732.53
2023-05-22 16:54:00
Credit
San Jose
D000677
220.179.173.114
M066
ATM
26
Student
116
1
441.54
2024-11-04 08:12:14
TX001577
AC00059
65.11
2023-09-07 16:47:49
Debit
Nashville
D000204
223.32.70.156
M026
ATM
34
Engineer
150
1
8,485.14
2024-11-04 08:08:55
TX001578
AC00233
67.07
2023-06-05 16:24:41
Credit
Los Angeles
D000038
89.237.88.251
M048
ATM
24
Student
56
1
999.62
2024-11-04 08:10:33
TX001579
AC00007
137.48
2023-11-27 17:34:33
Debit
Seattle
D000206
66.255.7.16
M058
Branch
55
Doctor
47
1
14,273.42
2024-11-04 08:08:46
TX001580
AC00028
398.36
2023-06-27 16:52:00
Debit
Columbus
D000022
80.58.55.129
M006
ATM
22
Student
56
1
1,863.7
2024-11-04 08:09:08
TX001581
AC00428
469.46
2023-11-08 18:24:56
Debit
New York
D000465
137.33.78.168
M068
ATM
20
Student
149
1
8,640.56
2024-11-04 08:09:58
TX001582
AC00242
37.58
2023-04-17 18:22:37
Debit
Indianapolis
D000047
5.252.94.135
M051
ATM
57
Doctor
182
1
259.44
2024-11-04 08:12:14
TX001583
AC00447
160.24
2023-08-08 17:06:41
Debit
Washington
D000378
98.39.212.221
M019
ATM
31
Engineer
15
1
5,526.97
2024-11-04 08:09:07
TX001584
AC00081
315.39
2023-05-26 16:52:33
Credit
New York
D000066
60.89.202.192
M008
Branch
23
Student
93
1
929.6
2024-11-04 08:08:08
TX001585
AC00358
434.17
2023-01-05 16:40:09
Debit
Atlanta
D000238
161.161.26.115
M010
ATM
21
Student
148
5
5,335.44
2024-11-04 08:09:50
TX001586
AC00254
165.91
2023-03-15 17:40:16
Debit
Jacksonville
D000574
1.198.76.182
M084
ATM
26
Student
84
1
587.12
2024-11-04 08:09:22
TX001587
AC00241
211.36
2023-09-14 17:08:40
Debit
San Francisco
D000039
223.189.165.37
M020
Branch
47
Engineer
194
1
4,760.34
2024-11-04 08:11:24
TX001588
AC00140
241.45
2023-07-24 16:02:33
Debit
Portland
D000435
133.63.96.21
M026
Online
26
Student
158
1
1,594.04
2024-11-04 08:08:42
TX001589
AC00132
23.24
2023-04-13 16:41:41
Debit
Indianapolis
D000569
184.185.209.72
M054
Branch
68
Doctor
129
1
13,777.79
2024-11-04 08:10:55
TX001590
AC00035
70.88
2023-12-04 16:18:39
Credit
Omaha
D000315
169.67.220.37
M087
Branch
74
Retired
176
1
1,794.65
2024-11-04 08:06:26
TX001591
AC00172
1,143.67
2023-10-30 16:18:48
Debit
Atlanta
D000056
184.4.253.143
M048
Online
66
Retired
111
1
7,677.76
2024-11-04 08:10:41
TX001592
AC00016
314.52
2023-03-20 17:21:43
Debit
Memphis
D000361
146.69.70.214
M057
ATM
80
Retired
229
1
7,071.32
2024-11-04 08:06:44
TX001593
AC00382
181.81
2023-05-29 16:09:59
Credit
Austin
D000409
148.181.195.227
M026
Online
78
Retired
122
1
7,525.73
2024-11-04 08:09:04
TX001594
AC00413
854.64
2023-11-07 18:57:13
Debit
Fort Worth
D000445
174.61.77.54
M038
Branch
56
Retired
118
1
2,989.25
2024-11-04 08:08:54
TX001595
AC00297
261.19
2023-01-12 17:12:22
Debit
Oklahoma City
D000608
88.55.149.101
M078
ATM
64
Retired
52
1
7,620.6
2024-11-04 08:09:48
TX001596
AC00207
220.68
2023-10-09 18:23:25
Credit
Raleigh
D000311
194.29.57.163
M050
Online
71
Retired
217
1
5,549.2
2024-11-04 08:07:05
TX001597
AC00411
11.86
2023-09-05 16:43:36
Debit
Sacramento
D000165
148.112.151.27
M054
Branch
31
Engineer
129
1
6,782.61
2024-11-04 08:08:52
TX001598
AC00105
122.65
2023-08-17 16:26:57
Debit
Columbus
D000253
119.199.76.61
M039
Online
28
Student
41
1
1,968.51
2024-11-04 08:06:57
TX001599
AC00002
395.16
2023-07-24 16:14:05
Debit
Milwaukee
D000269
165.38.56.205
M059
Online
56
Retired
17
1
5,340.73
2024-11-04 08:11:15
TX001600
AC00410
704.69
2023-07-18 17:22:49
Debit
Las Vegas
D000451
50.202.8.53
M089
Online
51
Retired
150
1
3,267.84
2024-11-04 08:10:51