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
TX001701
AC00244
21.13
2023-04-25 16:11:22
Debit
Dallas
D000549
68.254.244.208
M090
Branch
28
Student
153
1
948.7
2024-11-04 08:10:17
TX001702
AC00411
111.55
2023-12-28 16:27:12
Debit
Denver
D000632
81.156.221.124
M039
ATM
46
Doctor
101
1
12,221.17
2024-11-04 08:08:09
TX001703
AC00294
321.82
2023-07-14 16:20:55
Credit
Raleigh
D000518
100.137.90.188
M049
Branch
32
Engineer
43
1
6,500.5
2024-11-04 08:08:22
TX001704
AC00205
1,294.81
2023-12-11 16:53:08
Credit
Washington
D000489
76.0.164.168
M026
Branch
45
Engineer
279
1
9,927.75
2024-11-04 08:11:44
TX001705
AC00155
148.77
2023-03-30 18:20:58
Debit
San Jose
D000179
140.94.123.72
M083
Branch
67
Retired
175
1
2,138.42
2024-11-04 08:11:51
TX001706
AC00305
14.08
2023-02-06 18:18:26
Debit
Dallas
D000447
101.90.40.193
M059
Branch
57
Retired
154
1
3,908.65
2024-11-04 08:08:27
TX001707
AC00048
1,283.97
2023-08-09 17:32:04
Debit
Colorado Springs
D000340
4.134.78.167
M030
ATM
42
Doctor
121
1
11,041.9
2024-11-04 08:07:52
TX001708
AC00366
566.33
2023-08-07 16:39:52
Credit
Charlotte
D000603
26.105.49.129
M065
ATM
24
Student
66
1
379.82
2024-11-04 08:07:18
TX001709
AC00185
206.51
2023-12-18 17:09:29
Debit
Indianapolis
D000354
101.90.40.193
M046
ATM
51
Retired
275
1
3,921.74
2024-11-04 08:07:22
TX001710
AC00215
180.94
2023-07-24 16:41:18
Debit
Raleigh
D000456
45.124.239.44
M028
Branch
75
Retired
57
1
7,659.99
2024-11-04 08:10:34
TX001711
AC00283
77.9
2023-12-25 17:42:00
Debit
Washington
D000616
15.176.70.194
M071
Branch
21
Student
128
1
664.72
2024-11-04 08:08:41
TX001712
AC00197
318.92
2023-05-19 18:54:32
Credit
Washington
D000264
155.140.33.42
M037
Branch
21
Student
60
1
1,167.25
2024-11-04 08:09:03
TX001713
AC00390
583.3
2023-02-03 16:30:45
Credit
Nashville
D000330
4.101.189.38
M094
Online
59
Engineer
142
1
5,896.01
2024-11-04 08:11:17
TX001714
AC00320
100.68
2023-01-12 16:44:29
Debit
Memphis
D000484
60.153.124.80
M022
Online
63
Retired
139
1
1,123.75
2024-11-04 08:12:10
TX001715
AC00020
589.64
2023-09-21 16:05:38
Debit
Charlotte
D000443
187.52.200.18
M050
Online
62
Retired
210
1
2,039.4
2024-11-04 08:11:53
TX001716
AC00500
225.93
2023-03-13 17:57:47
Credit
Omaha
D000142
147.114.91.132
M097
Branch
25
Student
199
1
1,864.27
2024-11-04 08:08:39
TX001717
AC00289
651.55
2023-03-10 17:34:34
Debit
Phoenix
D000344
110.64.1.201
M043
Online
72
Retired
82
1
2,325.78
2024-11-04 08:09:47
TX001718
AC00121
80.97
2023-01-09 17:27:58
Debit
Seattle
D000255
146.69.70.214
M026
Online
38
Doctor
157
1
5,926.31
2024-11-04 08:09:06
TX001719
AC00023
191.89
2023-06-27 16:37:04
Debit
San Antonio
D000004
42.3.3.101
M041
Branch
25
Student
14
1
399.57
2024-11-04 08:09:55
TX001720
AC00490
304.75
2023-02-27 16:07:57
Credit
Austin
D000499
200.13.225.150
M096
Branch
78
Retired
125
1
1,916.34
2024-11-04 08:07:01
TX001721
AC00197
201.53
2023-11-06 16:31:43
Debit
Tucson
D000645
156.187.182.236
M007
Online
68
Retired
287
1
2,732.86
2024-11-04 08:12:21
TX001722
AC00494
8.45
2023-02-10 17:45:34
Debit
Philadelphia
D000194
152.140.239.181
M022
ATM
22
Student
141
1
1,115.3
2024-11-04 08:07:47
TX001723
AC00193
435.98
2023-10-12 16:29:09
Debit
Mesa
D000282
216.151.64.40
M099
Branch
30
Engineer
105
1
7,334.08
2024-11-04 08:11:05
TX001724
AC00451
743.24
2023-07-07 17:31:07
Credit
Indianapolis
D000256
72.192.101.196
M084
Online
19
Student
109
1
1,024.19
2024-11-04 08:08:46
TX001725
AC00261
16.27
2023-02-13 17:58:45
Debit
Atlanta
D000697
155.37.19.43
M038
ATM
57
Doctor
44
1
10,971.32
2024-11-04 08:09:04
TX001726
AC00246
290.86
2023-06-05 17:45:07
Debit
Louisville
D000621
173.232.121.213
M068
Online
45
Doctor
36
1
14,631.88
2024-11-04 08:10:45
TX001727
AC00120
85.73
2023-03-01 16:09:58
Debit
Virginia Beach
D000072
134.222.122.238
M100
ATM
41
Doctor
266
1
14,928.35
2024-11-04 08:08:37
TX001728
AC00189
555.71
2023-01-23 17:35:42
Credit
Boston
D000343
139.23.212.102
M018
Branch
22
Student
73
1
830.37
2024-11-04 08:08:24
TX001729
AC00499
40.03
2023-01-09 17:17:53
Debit
Omaha
D000210
34.125.226.63
M086
Branch
23
Student
200
1
6,408.8
2024-11-04 08:12:08
TX001730
AC00287
73.01
2023-10-18 18:26:25
Credit
Milwaukee
D000670
182.84.41.229
M028
Online
25
Student
62
1
1,997.33
2024-11-04 08:10:12
TX001731
AC00087
346.12
2023-12-29 17:55:30
Debit
San Francisco
D000150
92.180.81.50
M067
Branch
44
Doctor
12
1
13,084.27
2024-11-04 08:11:00
TX001732
AC00333
1.93
2023-10-19 18:06:08
Debit
Chicago
D000297
162.58.247.55
M030
Branch
47
Doctor
175
5
5,684.09
2024-11-04 08:08:33
TX001733
AC00423
252.93
2023-02-06 16:05:08
Debit
Portland
D000616
130.29.230.16
M001
ATM
75
Retired
222
1
2,760.37
2024-11-04 08:07:53
TX001734
AC00108
238.54
2023-04-07 16:04:01
Debit
Indianapolis
D000428
83.182.211.68
M006
ATM
19
Student
12
4
868.91
2024-11-04 08:07:18
TX001735
AC00099
1,011.22
2023-08-21 18:51:11
Debit
Tucson
D000037
45.64.74.86
M074
Branch
61
Retired
129
1
5,838.91
2024-11-04 08:09:59
TX001736
AC00387
58.7
2023-03-03 16:00:01
Debit
New York
D000633
124.6.134.78
M041
Branch
67
Doctor
141
1
8,937.35
2024-11-04 08:07:12
TX001737
AC00010
7.56
2023-02-06 16:38:45
Debit
Milwaukee
D000358
205.45.234.42
M070
ATM
40
Doctor
145
1
8,528.72
2024-11-04 08:07:19
TX001738
AC00087
540.4
2023-02-22 16:42:17
Debit
Houston
D000414
166.79.195.157
M061
Branch
45
Doctor
272
1
425.77
2024-11-04 08:06:52
TX001739
AC00294
264.14
2023-07-28 17:36:30
Debit
Baltimore
D000050
195.237.152.198
M066
ATM
64
Doctor
125
1
8,459.26
2024-11-04 08:07:21
TX001740
AC00408
248.15
2023-06-15 16:41:00
Debit
Milwaukee
D000043
201.113.165.203
M018
ATM
75
Retired
202
1
2,649.23
2024-11-04 08:08:53
TX001741
AC00495
24.34
2023-11-29 17:15:02
Debit
Raleigh
D000108
16.250.113.156
M051
Branch
54
Engineer
110
1
6,659.12
2024-11-04 08:09:23
TX001742
AC00304
428.61
2023-01-09 16:12:00
Debit
Fort Worth
D000560
39.163.103.27
M052
ATM
66
Doctor
62
1
11,937.04
2024-11-04 08:09:42
TX001743
AC00053
117.66
2023-08-03 18:19:53
Credit
Memphis
D000047
34.125.226.63
M014
Branch
39
Doctor
126
1
6,794.17
2024-11-04 08:07:55
TX001744
AC00432
165.8
2023-05-04 17:46:15
Debit
Nashville
D000409
218.54.207.160
M063
Online
60
Engineer
287
1
2,064.76
2024-11-04 08:07:57
TX001745
AC00200
289.18
2023-08-29 16:17:55
Debit
Baltimore
D000110
190.164.160.79
M067
ATM
65
Retired
64
1
3,139.75
2024-11-04 08:11:11
TX001746
AC00438
125.39
2023-07-31 16:52:24
Debit
Los Angeles
D000149
205.45.234.42
M036
ATM
21
Student
140
1
202.69
2024-11-04 08:06:49
TX001747
AC00151
305.18
2023-06-05 17:48:33
Debit
Chicago
D000699
93.146.251.20
M065
Online
58
Retired
216
1
4,474.2
2024-11-04 08:08:22
TX001748
AC00305
506.9
2023-11-01 17:44:46
Credit
Houston
D000337
138.210.196.19
M038
Branch
64
Doctor
56
1
11,471.87
2024-11-04 08:10:09
TX001749
AC00142
504.12
2023-04-14 17:35:50
Credit
Baltimore
D000248
104.80.232.55
M008
Branch
25
Student
101
1
1,107.28
2024-11-04 08:10:41
TX001750
AC00356
42.09
2023-01-20 18:31:25
Debit
Denver
D000332
41.110.46.150
M046
Branch
29
Engineer
118
1
5,526.28
2024-11-04 08:06:50
TX001751
AC00155
607.28
2023-01-23 16:47:11
Debit
Baltimore
D000376
131.41.45.13
M098
ATM
32
Doctor
84
1
9,679.68
2024-11-04 08:10:16
TX001752
AC00265
91.9
2023-05-15 16:19:03
Debit
Chicago
D000245
111.78.64.133
M036
Online
77
Retired
125
1
1,033.94
2024-11-04 08:10:48
TX001753
AC00122
303.43
2023-06-06 17:32:57
Debit
Virginia Beach
D000166
200.136.146.93
M029
Branch
22
Student
30
1
1,833.24
2024-11-04 08:08:11
TX001754
AC00426
668.78
2023-10-23 17:25:04
Debit
Mesa
D000217
11.188.75.155
M094
ATM
20
Student
141
1
983.68
2024-11-04 08:09:12
TX001755
AC00111
270.54
2023-04-03 18:22:02
Credit
Sacramento
D000479
26.113.209.69
M077
ATM
20
Student
139
1
269.78
2024-11-04 08:09:42
TX001756
AC00405
247.93
2023-08-14 18:08:27
Debit
Indianapolis
D000082
3.102.127.165
M100
Branch
37
Engineer
79
1
9,801.48
2024-11-04 08:09:24
TX001757
AC00128
34.67
2023-04-25 16:34:55
Debit
Chicago
D000321
78.100.105.143
M077
Online
19
Student
71
1
888.6
2024-11-04 08:11:38
TX001758
AC00050
326.03
2023-05-09 16:54:49
Credit
New York
D000145
129.108.48.116
M038
Online
18
Student
137
1
290.24
2024-11-04 08:11:46
TX001759
AC00141
148.26
2023-05-08 17:33:08
Debit
Omaha
D000389
4.105.134.118
M021
ATM
25
Student
57
1
958.7
2024-11-04 08:12:13
TX001760
AC00010
1,086.6
2023-05-22 17:40:46
Debit
San Diego
D000428
74.58.165.67
M016
Online
19
Student
38
1
1,605.67
2024-11-04 08:10:48
TX001761
AC00259
373.99
2023-10-23 16:27:20
Debit
Sacramento
D000617
11.3.59.231
M097
ATM
60
Doctor
140
1
8,590.5
2024-11-04 08:07:10
TX001762
AC00302
254.34
2023-09-14 17:04:03
Debit
El Paso
D000412
214.125.131.88
M084
Online
49
Engineer
79
1
5,461.08
2024-11-04 08:11:06
TX001763
AC00124
819.48
2023-10-05 16:27:27
Debit
Virginia Beach
D000395
154.138.163.229
M038
ATM
25
Student
26
1
1,804.5
2024-11-04 08:08:37
TX001764
AC00464
14
2023-09-06 16:24:45
Debit
San Antonio
D000357
106.140.105.35
M063
ATM
49
Engineer
173
1
7,975.18
2024-11-04 08:09:26
TX001765
AC00473
57.16
2023-06-15 18:45:38
Debit
Columbus
D000110
136.104.90.223
M022
ATM
40
Engineer
74
1
222.22
2024-11-04 08:08:46
TX001766
AC00486
282.26
2023-06-26 16:55:17
Debit
Memphis
D000048
210.136.14.108
M028
Online
37
Engineer
278
1
6,857.2
2024-11-04 08:08:20
TX001767
AC00348
46.96
2023-06-30 16:44:37
Debit
Las Vegas
D000286
217.233.219.196
M070
Online
46
Engineer
12
1
2,028.92
2024-11-04 08:11:10
TX001768
AC00398
473.2
2023-08-07 16:02:07
Debit
Houston
D000116
120.170.93.69
M054
Online
34
Doctor
173
1
248.52
2024-11-04 08:10:30
TX001769
AC00267
192.97
2023-03-13 16:10:01
Debit
Sacramento
D000042
100.198.165.4
M098
ATM
59
Retired
140
1
3,019.04
2024-11-04 08:06:34
TX001770
AC00076
168.99
2023-05-01 18:38:15
Debit
Baltimore
D000221
160.74.183.38
M078
ATM
18
Student
203
1
1,523.57
2024-11-04 08:10:01
TX001771
AC00022
1.82
2023-04-13 17:35:38
Debit
San Francisco
D000652
146.250.144.172
M009
Online
80
Retired
60
1
5,571.39
2024-11-04 08:09:18
TX001772
AC00181
40.9
2023-06-01 18:27:12
Debit
Charlotte
D000536
5.74.9.122
M024
ATM
55
Doctor
37
1
1,514.34
2024-11-04 08:11:02
TX001773
AC00071
78.91
2023-03-01 17:07:06
Debit
Sacramento
D000619
141.241.241.128
M063
Online
61
Doctor
157
1
1,817.43
2024-11-04 08:10:43
TX001774
AC00369
169.97
2023-12-07 17:33:16
Credit
San Diego
D000183
144.228.168.6
M060
ATM
22
Student
12
1
6,269.12
2024-11-04 08:09:12
TX001775
AC00358
17.79
2023-02-22 17:01:35
Debit
Jacksonville
D000409
203.245.215.62
M091
Branch
61
Retired
162
5
2,281.9
2024-11-04 08:11:03
TX001776
AC00021
486.61
2023-11-28 16:17:29
Credit
Sacramento
D000334
152.140.239.181
M047
ATM
48
Engineer
130
1
2,006.69
2024-11-04 08:06:34
TX001777
AC00156
148.13
2023-03-17 16:34:52
Debit
Phoenix
D000280
160.160.113.117
M025
Branch
58
Retired
56
1
2,189.38
2024-11-04 08:07:00
TX001778
AC00212
164.52
2023-12-25 16:11:46
Debit
Dallas
D000677
197.187.216.106
M099
ATM
61
Doctor
162
1
11,036.74
2024-11-04 08:11:17
TX001779
AC00327
720.89
2023-12-18 17:10:48
Debit
Indianapolis
D000496
100.198.165.4
M008
ATM
27
Student
120
1
447.06
2024-11-04 08:10:01
TX001780
AC00349
268.7
2023-10-03 16:16:01
Debit
Milwaukee
D000243
98.39.212.221
M013
ATM
53
Retired
63
1
2,104.74
2024-11-04 08:06:40
TX001781
AC00183
637.34
2023-09-01 16:19:43
Debit
Indianapolis
D000304
150.83.4.238
M018
ATM
51
Retired
278
1
5,183.5
2024-11-04 08:09:55
TX001782
AC00478
216.76
2023-11-09 17:26:27
Credit
Omaha
D000097
205.69.66.135
M033
Online
47
Engineer
138
1
643.64
2024-11-04 08:09:35
TX001783
AC00398
418.02
2023-06-06 17:56:44
Debit
Los Angeles
D000170
57.141.198.111
M017
ATM
46
Doctor
110
1
11,011.86
2024-11-04 08:06:33
TX001784
AC00380
292.03
2023-09-04 16:20:20
Credit
Memphis
D000659
167.104.180.235
M050
ATM
46
Engineer
154
1
951.33
2024-11-04 08:07:11
TX001785
AC00030
251.4
2023-07-05 16:52:09
Debit
Tucson
D000502
189.20.224.220
M023
ATM
57
Retired
178
1
2,561.67
2024-11-04 08:11:03
TX001786
AC00341
184.56
2023-11-30 16:07:36
Debit
Virginia Beach
D000434
182.84.41.229
M058
Online
21
Student
93
1
1,549.27
2024-11-04 08:06:41
TX001787
AC00162
33.76
2023-01-16 17:39:25
Debit
Seattle
D000311
122.94.26.104
M024
Online
26
Engineer
227
1
3,253.51
2024-11-04 08:08:48
TX001788
AC00319
253.46
2023-05-22 16:27:35
Debit
Memphis
D000057
8.243.4.138
M046
ATM
45
Engineer
60
1
1,338.95
2024-11-04 08:07:11
TX001789
AC00338
1,612.37
2023-07-24 17:46:13
Debit
Los Angeles
D000025
16.128.130.153
M078
ATM
65
Retired
173
1
3,910.59
2024-11-04 08:08:21
TX001790
AC00374
138.68
2023-06-14 16:06:24
Credit
Colorado Springs
D000261
49.29.37.185
M002
Branch
22
Student
44
1
206.2
2024-11-04 08:08:39
TX001791
AC00451
42.56
2023-07-31 16:25:38
Debit
Fresno
D000682
91.204.200.167
M001
Online
18
Student
146
1
4,361.44
2024-11-04 08:07:12
TX001792
AC00005
680.76
2023-02-27 16:38:41
Debit
Kansas City
D000035
60.89.202.192
M011
Branch
21
Student
165
1
572.97
2024-11-04 08:09:04
TX001793
AC00263
53.83
2023-05-31 17:21:07
Debit
Baltimore
D000471
4.134.78.167
M062
Branch
70
Retired
131
1
4,580.59
2024-11-04 08:11:45
TX001794
AC00432
11.09
2023-10-31 16:54:40
Debit
Charlotte
D000137
41.110.46.150
M094
Branch
51
Engineer
95
1
2,990.05
2024-11-04 08:10:21
TX001795
AC00274
37.81
2023-07-24 16:44:34
Debit
Colorado Springs
D000070
53.218.177.171
M074
Branch
63
Retired
195
1
5,208.98
2024-11-04 08:11:06
TX001796
AC00103
449.18
2023-12-25 17:01:44
Debit
Denver
D000578
195.164.171.146
M006
Online
67
Retired
50
1
1,025.99
2024-11-04 08:09:23
TX001797
AC00146
1,135.8
2023-09-06 16:03:15
Debit
San Diego
D000485
16.131.3.140
M004
ATM
30
Doctor
250
1
13,534.3
2024-11-04 08:07:14
TX001798
AC00359
297.6
2023-10-03 16:48:49
Debit
Milwaukee
D000255
192.95.36.246
M099
Online
39
Doctor
162
1
1,461.17
2024-11-04 08:09:49
TX001799
AC00164
683.75
2023-02-20 18:56:31
Debit
Las Vegas
D000312
190.92.63.219
M073
Branch
32
Doctor
106
1
6,333.72
2024-11-04 08:07:48
TX001800
AC00079
21.4
2023-02-13 16:14:00
Credit
Kansas City
D000168
115.241.186.164
M009
Online
48
Engineer
129
1
8,551.6
2024-11-04 08:12:21