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
TX001601
AC00492
369.89
2023-10-18 16:44:36
Debit
San Antonio
D000042
186.54.68.246
M083
ATM
69
Retired
69
1
6,941.47
2024-11-04 08:11:27
TX001602
AC00095
10.92
2023-10-20 17:48:44
Debit
Jacksonville
D000383
88.55.149.101
M090
ATM
67
Retired
268
1
7,567.2
2024-11-04 08:08:28
TX001603
AC00058
199.14
2023-08-02 17:32:29
Debit
Seattle
D000073
187.199.178.27
M005
Branch
31
Engineer
36
1
7,001.25
2024-11-04 08:10:52
TX001604
AC00405
109.43
2023-01-11 18:07:25
Debit
Denver
D000670
33.212.169.157
M054
ATM
70
Retired
140
1
1,983.65
2024-11-04 08:09:49
TX001605
AC00258
304.15
2023-11-28 16:09:34
Debit
Atlanta
D000012
214.67.148.245
M010
Branch
20
Student
40
1
686.91
2024-11-04 08:10:17
TX001606
AC00257
620.54
2023-03-27 16:26:46
Credit
Omaha
D000078
161.168.126.136
M009
Branch
28
Student
98
1
213.36
2024-11-04 08:07:26
TX001607
AC00317
757.79
2023-01-02 16:30:09
Debit
Charlotte
D000032
49.174.157.140
M034
Online
22
Student
117
1
1,443.02
2024-11-04 08:08:27
TX001608
AC00409
122.81
2023-10-24 16:12:19
Debit
San Jose
D000419
136.162.111.135
M010
Branch
52
Doctor
12
1
8,450.84
2024-11-04 08:09:37
TX001609
AC00337
96.25
2023-07-27 16:01:41
Debit
Houston
D000359
27.215.118.94
M040
Online
61
Retired
171
1
7,996.7
2024-11-04 08:06:36
TX001610
AC00273
1,431.33
2023-01-17 17:50:51
Debit
Charlotte
D000434
13.88.251.53
M075
ATM
30
Doctor
49
1
5,567.98
2024-11-04 08:09:18
TX001611
AC00056
142.55
2023-05-16 16:45:46
Debit
Kansas City
D000091
112.56.160.202
M071
Online
67
Doctor
97
1
1,262.68
2024-11-04 08:07:26
TX001612
AC00259
35.94
2023-05-08 16:22:52
Credit
Fresno
D000187
149.84.108.18
M050
Branch
23
Student
141
1
1,697.28
2024-11-04 08:09:24
TX001613
AC00102
24.86
2023-02-13 16:53:36
Debit
Jacksonville
D000340
52.50.209.49
M007
Branch
58
Engineer
292
1
2,591.65
2024-11-04 08:12:04
TX001614
AC00165
103.08
2023-11-14 16:09:22
Debit
San Francisco
D000687
147.114.91.132
M009
Online
60
Doctor
109
1
12,002.16
2024-11-04 08:10:18
TX001615
AC00455
116.27
2023-11-28 18:04:26
Debit
Portland
D000351
200.164.13.160
M011
Online
57
Engineer
94
1
8,726.92
2024-11-04 08:11:49
TX001616
AC00030
363.84
2023-10-19 17:41:40
Debit
Columbus
D000069
26.240.219.199
M048
Online
73
Retired
118
3
5,415.64
2024-11-04 08:09:37
TX001617
AC00114
34.74
2023-04-28 16:03:41
Credit
Portland
D000142
161.71.2.223
M075
Online
59
Retired
72
1
3,736.57
2024-11-04 08:12:14
TX001618
AC00331
64.01
2023-10-30 18:14:15
Credit
Philadelphia
D000051
150.83.4.238
M061
Branch
19
Student
240
1
1,225.69
2024-11-04 08:08:26
TX001619
AC00305
108.75
2023-10-17 16:09:20
Debit
Houston
D000081
119.163.214.161
M097
ATM
50
Doctor
23
4
14,829.85
2024-11-04 08:10:18
TX001620
AC00015
50.9
2023-04-24 16:14:34
Credit
Jacksonville
D000549
131.41.45.13
M089
Online
28
Student
150
1
1,277.7
2024-11-04 08:06:36
TX001621
AC00270
206.84
2023-09-13 18:47:47
Debit
Philadelphia
D000129
79.227.202.117
M010
Branch
20
Student
154
1
454.66
2024-11-04 08:10:50
TX001622
AC00063
37.4
2023-08-01 17:54:56
Debit
Raleigh
D000348
195.226.203.234
M012
ATM
20
Student
84
1
1,519.51
2024-11-04 08:12:08
TX001623
AC00087
154.21
2023-01-02 16:01:26
Debit
Miami
D000549
190.251.45.32
M083
Online
46
Engineer
75
1
8,045.77
2024-11-04 08:10:33
TX001624
AC00130
199.37
2023-06-29 17:39:21
Debit
Chicago
D000413
198.24.183.157
M083
Online
24
Student
79
1
1,331.3
2024-11-04 08:08:44
TX001625
AC00324
410.49
2023-07-25 16:47:16
Credit
Atlanta
D000364
70.130.169.235
M071
Branch
25
Student
134
1
1,843.57
2024-11-04 08:10:38
TX001626
AC00220
1,360.01
2023-09-25 16:51:23
Credit
Phoenix
D000582
5.252.94.135
M096
Branch
67
Retired
218
1
6,601.5
2024-11-04 08:11:58
TX001627
AC00257
18.23
2023-03-22 17:31:23
Debit
Nashville
D000187
193.217.248.188
M064
ATM
56
Engineer
28
1
8,422.2
2024-11-04 08:11:20
TX001628
AC00141
398.7
2023-08-28 16:02:11
Debit
Albuquerque
D000426
198.39.35.23
M006
ATM
47
Doctor
276
1
7,987.74
2024-11-04 08:09:04
TX001629
AC00422
122.14
2023-02-20 16:20:28
Debit
Omaha
D000381
57.141.198.111
M071
Online
22
Student
155
1
327.68
2024-11-04 08:08:04
TX001630
AC00334
378.2
2023-01-09 17:12:40
Debit
Mesa
D000588
21.122.39.207
M008
Branch
40
Engineer
167
1
7,372.81
2024-11-04 08:11:02
TX001631
AC00175
124.74
2023-11-27 16:33:20
Debit
Los Angeles
D000302
39.163.103.27
M038
ATM
49
Engineer
33
1
2,987.97
2024-11-04 08:08:17
TX001632
AC00380
17.1
2023-12-25 16:56:06
Debit
Albuquerque
D000415
209.214.250.164
M019
ATM
53
Retired
101
1
1,619.54
2024-11-04 08:11:05
TX001633
AC00118
287.05
2023-04-14 16:00:51
Debit
Milwaukee
D000356
141.169.67.34
M058
ATM
22
Student
212
1
1,204.65
2024-11-04 08:10:59
TX001634
AC00196
874.72
2023-03-03 16:21:27
Debit
San Francisco
D000101
200.164.13.160
M085
Online
28
Engineer
173
1
4,630.58
2024-11-04 08:08:17
TX001635
AC00358
1,762.28
2023-10-06 16:05:34
Debit
Memphis
D000008
26.105.49.129
M066
ATM
24
Student
150
1
1,380.34
2024-11-04 08:10:42
TX001636
AC00465
40.12
2023-04-19 17:03:11
Credit
Dallas
D000203
44.73.3.217
M016
ATM
36
Doctor
269
1
14,304.38
2024-11-04 08:10:40
TX001637
AC00126
125
2023-06-05 16:19:55
Credit
Indianapolis
D000617
98.39.212.221
M046
Online
49
Engineer
177
1
3,215.76
2024-11-04 08:11:36
TX001638
AC00041
348.44
2023-11-06 17:58:34
Debit
Baltimore
D000668
175.166.115.182
M034
Online
24
Student
147
1
1,022.94
2024-11-04 08:09:55
TX001639
AC00403
128.4
2023-03-20 17:17:27
Debit
Tucson
D000514
48.31.196.24
M065
ATM
69
Retired
31
1
2,610.64
2024-11-04 08:11:44
TX001640
AC00155
320.93
2023-06-22 16:05:35
Debit
Atlanta
D000268
115.241.186.164
M026
Online
55
Engineer
178
1
9,451.66
2024-11-04 08:10:27
TX001641
AC00261
1.41
2023-06-07 17:02:33
Debit
Sacramento
D000344
170.225.23.251
M084
ATM
53
Retired
278
1
1,244.17
2024-11-04 08:12:04
TX001642
AC00480
50.52
2023-04-06 16:03:23
Debit
Los Angeles
D000619
161.177.41.214
M065
Branch
54
Doctor
293
1
12,815.24
2024-11-04 08:06:58
TX001643
AC00291
383.95
2023-09-20 17:57:15
Credit
San Diego
D000504
39.129.125.110
M068
Online
31
Engineer
143
1
9,933.56
2024-11-04 08:07:55
TX001644
AC00154
12.94
2023-08-28 17:08:41
Debit
Fresno
D000364
114.115.12.20
M098
Branch
23
Student
158
1
921.23
2024-11-04 08:10:32
TX001645
AC00106
329.75
2023-12-25 17:31:53
Debit
Sacramento
D000369
160.160.113.117
M064
Online
56
Retired
211
1
6,009.43
2024-11-04 08:09:57
TX001646
AC00378
981.76
2023-09-25 16:23:57
Debit
Milwaukee
D000625
146.53.16.47
M040
Online
45
Doctor
234
1
602.36
2024-11-04 08:06:45
TX001647
AC00303
40.79
2023-11-17 16:40:09
Debit
Milwaukee
D000405
177.116.108.246
M061
ATM
18
Student
80
1
1,769.33
2024-11-04 08:11:29
TX001648
AC00004
99.25
2023-06-26 16:53:58
Credit
Phoenix
D000524
17.87.7.140
M048
Online
63
Retired
93
1
2,570.34
2024-11-04 08:07:33
TX001649
AC00157
150.6
2023-04-17 17:43:23
Debit
Miami
D000339
7.146.35.122
M080
ATM
69
Retired
59
1
3,240.14
2024-11-04 08:07:30
TX001650
AC00434
29.5
2023-07-20 18:26:11
Debit
San Antonio
D000451
218.54.207.160
M008
Online
73
Retired
129
1
1,229.32
2024-11-04 08:09:30
TX001651
AC00438
54.34
2023-12-25 18:03:33
Debit
Albuquerque
D000582
5.74.9.122
M035
ATM
65
Doctor
46
1
8,019.89
2024-11-04 08:11:47
TX001652
AC00279
18.25
2023-08-16 16:41:21
Debit
Kansas City
D000179
39.129.125.110
M076
ATM
53
Doctor
18
1
14,328.29
2024-11-04 08:08:43
TX001653
AC00458
633.87
2023-12-08 16:06:14
Debit
Kansas City
D000594
159.37.30.154
M067
Online
27
Student
175
1
330.16
2024-11-04 08:09:58
TX001654
AC00166
81.15
2023-02-17 16:28:12
Debit
Miami
D000311
156.173.170.140
M059
ATM
19
Student
114
1
1,595.26
2024-11-04 08:09:07
TX001655
AC00129
83.95
2023-06-14 16:16:25
Debit
New York
D000288
60.89.202.192
M015
Online
75
Retired
170
1
7,413.18
2024-11-04 08:06:37
TX001656
AC00292
410.4
2023-05-19 16:00:10
Credit
Virginia Beach
D000534
181.223.246.123
M021
ATM
61
Retired
78
1
2,563.91
2024-11-04 08:09:34
TX001657
AC00185
172.68
2023-02-20 16:07:41
Debit
Baltimore
D000371
81.67.222.238
M031
ATM
33
Doctor
17
1
10,724.95
2024-11-04 08:07:49
TX001658
AC00498
139.88
2023-01-23 16:05:26
Debit
Colorado Springs
D000535
89.18.54.235
M024
ATM
34
Engineer
162
1
2,969.71
2024-11-04 08:07:25
TX001659
AC00171
165.55
2023-10-02 18:21:39
Debit
Dallas
D000639
116.44.12.250
M061
Branch
28
Student
115
1
761.78
2024-11-04 08:08:55
TX001660
AC00456
53.79
2023-12-05 16:01:44
Credit
Philadelphia
D000199
101.223.82.253
M072
ATM
54
Engineer
137
3
6,229.36
2024-11-04 08:07:47
TX001661
AC00459
285.69
2023-12-06 18:15:42
Debit
Miami
D000132
141.169.67.34
M064
ATM
63
Retired
35
1
2,552.54
2024-11-04 08:07:59
TX001662
AC00090
532.4
2023-08-24 16:46:58
Debit
Jacksonville
D000096
141.121.30.32
M027
ATM
22
Student
149
1
1,033.73
2024-11-04 08:09:47
TX001663
AC00289
293.85
2023-08-10 16:23:08
Debit
Charlotte
D000460
206.168.209.111
M011
Online
25
Student
144
1
1,919.97
2024-11-04 08:09:31
TX001664
AC00063
27.94
2023-11-03 18:44:38
Debit
Atlanta
D000003
141.201.46.191
M093
Branch
79
Retired
120
1
1,893.44
2024-11-04 08:08:30
TX001665
AC00394
270.36
2023-03-03 16:57:11
Debit
Oklahoma City
D000037
89.6.100.149
M044
ATM
25
Student
37
1
1,783.04
2024-11-04 08:07:51
TX001666
AC00241
112.66
2023-09-18 16:28:56
Debit
Philadelphia
D000602
53.218.177.171
M049
Online
29
Engineer
176
3
852.98
2024-11-04 08:07:58
TX001667
AC00296
506.03
2023-07-12 16:14:08
Debit
Detroit
D000669
115.30.82.168
M100
Branch
21
Student
21
1
1,123.89
2024-11-04 08:09:26
TX001668
AC00495
206.95
2023-08-03 16:19:27
Debit
Seattle
D000603
142.160.124.244
M084
Branch
22
Student
31
1
1,817.65
2024-11-04 08:07:36
TX001669
AC00368
350.96
2023-06-08 16:26:48
Debit
Tucson
D000458
97.106.5.76
M046
ATM
63
Retired
167
1
5,463.94
2024-11-04 08:08:03
TX001670
AC00017
261.63
2023-05-29 18:27:43
Debit
Chicago
D000622
77.7.223.184
M018
Branch
20
Student
150
1
477.03
2024-11-04 08:09:33
TX001671
AC00458
46.12
2023-06-05 17:28:06
Debit
Fresno
D000527
152.234.65.155
M088
Branch
59
Doctor
30
1
8,874.01
2024-11-04 08:08:32
TX001672
AC00335
27.25
2023-03-20 16:02:51
Credit
Kansas City
D000335
200.136.146.93
M082
Branch
63
Retired
92
1
5,365.2
2024-11-04 08:09:28
TX001673
AC00344
1,353.93
2023-11-15 17:32:11
Debit
El Paso
D000681
80.75.92.66
M073
Branch
26
Engineer
171
1
7,858.41
2024-11-04 08:08:50
TX001674
AC00002
331.66
2023-09-11 17:52:59
Debit
Las Vegas
D000041
1.198.76.182
M040
ATM
76
Retired
145
1
7,216.3
2024-11-04 08:08:23
TX001675
AC00285
667.95
2023-07-27 17:51:27
Credit
Oklahoma City
D000250
221.23.158.87
M027
ATM
62
Doctor
253
1
13,558.56
2024-11-04 08:08:19
TX001676
AC00091
49.84
2023-10-13 16:05:10
Debit
Chicago
D000290
212.220.106.248
M095
ATM
49
Doctor
146
1
7,872.04
2024-11-04 08:07:16
TX001677
AC00399
556.04
2023-07-10 16:41:50
Debit
Denver
D000190
43.98.242.106
M022
ATM
72
Retired
27
1
5,200.04
2024-11-04 08:07:38
TX001678
AC00133
88.06
2023-10-27 17:53:06
Credit
Raleigh
D000515
35.220.238.127
M016
Online
18
Student
288
1
1,779.85
2024-11-04 08:09:03
TX001679
AC00322
745.95
2023-12-15 16:38:43
Debit
Memphis
D000688
68.254.244.208
M028
ATM
58
Doctor
127
1
13,264.14
2024-11-04 08:11:10
TX001680
AC00247
67.25
2023-07-03 16:38:45
Debit
Miami
D000413
42.3.3.101
M013
Online
19
Student
157
1
467.4
2024-11-04 08:11:37
TX001681
AC00332
93.63
2023-08-21 18:11:41
Debit
New York
D000532
166.41.54.117
M096
ATM
29
Engineer
141
1
9,873.62
2024-11-04 08:09:57
TX001682
AC00230
74.11
2023-07-18 16:05:40
Debit
San Jose
D000547
203.174.215.229
M011
Branch
22
Student
49
1
1,257.9
2024-11-04 08:09:02
TX001683
AC00019
41.13
2023-03-27 17:53:15
Credit
Philadelphia
D000655
109.42.41.157
M030
Branch
77
Retired
58
1
6,067.54
2024-11-04 08:10:03
TX001684
AC00446
192.02
2023-12-19 16:11:38
Credit
Indianapolis
D000413
83.80.89.29
M025
Online
79
Retired
154
1
5,169.07
2024-11-04 08:09:02
TX001685
AC00219
291.27
2023-06-19 17:58:54
Debit
Detroit
D000119
184.59.28.72
M097
Branch
77
Retired
121
1
6,878.86
2024-11-04 08:10:16
TX001686
AC00050
296.46
2023-11-09 16:11:59
Debit
Dallas
D000287
54.252.249.33
M046
Branch
23
Student
136
1
558.99
2024-11-04 08:08:19
TX001687
AC00449
341.84
2023-06-23 16:10:12
Credit
El Paso
D000547
23.255.214.209
M026
Branch
27
Student
89
1
1,400.04
2024-11-04 08:07:42
TX001688
AC00426
98.41
2023-06-12 17:09:42
Debit
Sacramento
D000187
181.223.246.123
M052
Online
27
Student
48
1
912.71
2024-11-04 08:08:45
TX001689
AC00354
109.28
2023-06-09 16:20:12
Debit
San Diego
D000047
159.37.30.154
M082
Online
36
Engineer
112
4
6,338.35
2024-11-04 08:07:21
TX001690
AC00313
27.51
2023-09-20 18:16:03
Credit
Columbus
D000250
47.82.77.181
M057
Online
40
Doctor
103
1
13,645.63
2024-11-04 08:06:27
TX001691
AC00442
12.18
2023-04-20 18:50:39
Debit
New York
D000326
190.152.148.249
M088
Branch
76
Retired
77
1
4,909.24
2024-11-04 08:07:37
TX001692
AC00318
207.71
2023-11-16 17:48:55
Credit
Kansas City
D000377
79.227.202.117
M066
Online
25
Student
63
1
570.1
2024-11-04 08:10:55
TX001693
AC00232
25.77
2023-07-17 17:15:21
Credit
San Diego
D000026
120.16.186.17
M078
Online
45
Doctor
277
1
11,749.77
2024-11-04 08:10:33
TX001694
AC00424
127.57
2023-02-27 17:17:05
Debit
Nashville
D000406
158.135.64.240
M049
ATM
52
Retired
75
1
6,118.2
2024-11-04 08:10:45
TX001695
AC00393
392.05
2023-06-19 16:32:01
Debit
Denver
D000411
32.169.88.41
M099
ATM
60
Engineer
172
1
4,383.69
2024-11-04 08:06:25
TX001696
AC00175
521.01
2023-10-13 17:54:57
Credit
Seattle
D000205
36.13.239.172
M041
Branch
41
Engineer
73
1
4,004.55
2024-11-04 08:07:07
TX001697
AC00108
849.76
2023-08-16 16:28:30
Debit
Seattle
D000690
64.89.183.39
M023
ATM
25
Student
269
1
373.88
2024-11-04 08:07:50
TX001698
AC00067
172.5
2023-11-14 16:23:09
Debit
Columbus
D000635
203.99.96.114
M065
Online
68
Doctor
31
1
6,851.16
2024-11-04 08:11:14
TX001699
AC00356
265.44
2023-01-17 16:41:18
Debit
San Antonio
D000341
10.223.224.50
M090
ATM
30
Engineer
169
1
9,700.77
2024-11-04 08:09:38
TX001700
AC00244
152.34
2023-10-12 17:10:20
Debit
Omaha
D000128
110.64.1.201
M044
Branch
55
Doctor
115
1
6,853.51
2024-11-04 08:08:11