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
TX001901
AC00338
52.87
2023-03-31 17:25:22
Debit
Indianapolis
D000053
91.103.147.166
M055
Branch
24
Student
70
1
960.96
2024-11-04 08:11:49
TX001902
AC00384
179
2023-09-06 16:01:35
Debit
Houston
D000583
49.10.93.200
M053
ATM
78
Retired
121
1
7,310.88
2024-11-04 08:10:18
TX001903
AC00336
1,168.26
2023-06-12 16:25:21
Credit
Philadelphia
D000697
111.78.64.133
M005
Online
73
Retired
37
1
1,385.74
2024-11-04 08:09:53
TX001904
AC00003
384.11
2023-05-15 16:35:43
Debit
Fort Worth
D000290
194.88.79.54
M032
ATM
58
Retired
12
1
7,902.52
2024-11-04 08:06:36
TX001905
AC00378
227.61
2023-08-07 16:16:26
Debit
Houston
D000162
220.179.173.114
M025
Online
71
Retired
61
1
4,405.28
2024-11-04 08:07:41
TX001906
AC00217
40.83
2023-08-16 16:40:51
Debit
Indianapolis
D000627
1.238.163.61
M040
ATM
48
Engineer
24
1
3,944.12
2024-11-04 08:12:04
TX001907
AC00280
19.76
2023-03-31 17:50:09
Debit
Nashville
D000621
166.41.54.117
M037
ATM
20
Student
240
1
1,523.04
2024-11-04 08:10:08
TX001908
AC00184
484.24
2023-05-29 16:40:15
Debit
Raleigh
D000305
73.108.76.238
M019
Branch
67
Doctor
77
1
8,042.3
2024-11-04 08:06:44
TX001909
AC00456
494.66
2023-06-19 16:59:35
Debit
Houston
D000500
133.63.96.21
M009
Online
33
Doctor
110
1
5,531.93
2024-11-04 08:06:25
TX001910
AC00151
301.47
2023-01-26 16:13:15
Debit
Colorado Springs
D000030
36.13.239.172
M040
Branch
21
Student
291
1
560.73
2024-11-04 08:09:25
TX001911
AC00366
199.09
2023-05-19 16:54:16
Debit
Detroit
D000663
157.47.114.20
M078
Online
70
Doctor
89
1
1,658.52
2024-11-04 08:08:46
TX001912
AC00383
38.95
2023-10-18 16:44:17
Debit
Los Angeles
D000669
211.42.9.0
M100
Online
27
Engineer
50
1
731.52
2024-11-04 08:08:49
TX001913
AC00076
515.94
2023-12-22 16:42:33
Debit
San Francisco
D000606
27.215.118.94
M049
ATM
29
Engineer
37
1
1,389.89
2024-11-04 08:11:10
TX001914
AC00290
41.93
2023-02-13 16:44:18
Debit
Fresno
D000600
211.45.75.44
M055
ATM
48
Engineer
136
1
5,081.26
2024-11-04 08:06:24
TX001915
AC00347
137.84
2023-11-13 16:03:01
Debit
Omaha
D000553
195.226.203.234
M069
ATM
27
Student
83
1
1,000.35
2024-11-04 08:09:26
TX001916
AC00034
95.35
2023-07-26 16:27:19
Debit
Chicago
D000348
39.163.103.27
M032
Online
21
Student
131
1
1,639.9
2024-11-04 08:07:22
TX001917
AC00373
93.14
2023-01-02 16:47:11
Debit
Memphis
D000624
83.207.115.164
M092
Online
67
Retired
151
1
5,473.82
2024-11-04 08:07:53
TX001918
AC00382
1,427.71
2023-01-24 17:26:34
Debit
New York
D000015
59.208.79.116
M086
Branch
64
Doctor
159
1
1,729.26
2024-11-04 08:09:30
TX001919
AC00463
79.33
2023-12-06 16:10:00
Credit
Las Vegas
D000154
64.15.0.66
M026
Online
51
Doctor
109
1
14,798.1
2024-11-04 08:07:06
TX001920
AC00030
76.89
2023-05-10 17:49:57
Debit
Chicago
D000671
199.103.32.145
M011
ATM
55
Doctor
132
1
7,374.26
2024-11-04 08:10:31
TX001921
AC00431
233.71
2023-03-13 17:30:20
Debit
Jacksonville
D000450
114.115.12.20
M040
Online
19
Student
297
1
1,231.98
2024-11-04 08:12:09
TX001922
AC00243
14.92
2023-05-22 16:51:28
Debit
Las Vegas
D000521
56.89.80.133
M044
Branch
26
Engineer
120
1
6,611.26
2024-11-04 08:07:33
TX001923
AC00499
242.17
2023-06-08 16:28:29
Debit
Jacksonville
D000442
111.226.226.202
M032
ATM
60
Doctor
147
1
883.72
2024-11-04 08:10:41
TX001924
AC00065
122.98
2023-07-24 16:15:58
Debit
Jacksonville
D000259
113.134.242.82
M020
Online
79
Retired
228
1
5,055.99
2024-11-04 08:09:50
TX001925
AC00492
129.35
2023-08-28 16:31:48
Debit
Las Vegas
D000631
179.43.245.131
M040
ATM
52
Engineer
130
1
7,166.88
2024-11-04 08:09:41
TX001926
AC00062
138.33
2023-07-07 17:58:29
Debit
Dallas
D000183
31.127.129.152
M011
Online
21
Student
69
1
232.56
2024-11-04 08:09:17
TX001927
AC00026
39.31
2023-10-30 17:24:55
Debit
Portland
D000394
203.197.235.35
M053
Online
25
Student
178
1
1,236.38
2024-11-04 08:06:47
TX001928
AC00201
91.85
2023-10-16 16:50:31
Debit
Seattle
D000471
64.89.183.39
M040
Online
21
Student
148
1
802.09
2024-11-04 08:12:14
TX001929
AC00377
277.7
2023-06-22 16:38:46
Debit
Nashville
D000490
16.131.3.140
M011
Branch
58
Engineer
107
1
1,423.2
2024-11-04 08:11:43
TX001930
AC00269
114.03
2023-11-24 16:30:21
Debit
Portland
D000010
10.191.172.154
M081
ATM
51
Doctor
172
1
13,388.56
2024-11-04 08:11:42
TX001931
AC00239
302.63
2023-02-28 17:24:26
Credit
San Jose
D000444
182.225.2.156
M052
Branch
27
Engineer
10
1
2,801.28
2024-11-04 08:07:17
TX001932
AC00070
31.19
2023-04-25 16:23:59
Debit
Charlotte
D000410
93.160.83.196
M023
ATM
52
Engineer
74
1
5,545.96
2024-11-04 08:09:33
TX001933
AC00284
112.91
2023-11-15 18:04:22
Credit
Tucson
D000439
53.218.177.171
M031
Online
27
Engineer
135
1
4,764.48
2024-11-04 08:09:36
TX001934
AC00337
742.26
2023-06-20 17:04:02
Debit
San Diego
D000678
172.111.76.65
M056
Online
27
Engineer
36
1
7,868.19
2024-11-04 08:10:01
TX001935
AC00051
256.8
2023-02-24 16:49:51
Debit
Charlotte
D000143
173.232.121.213
M014
ATM
26
Student
80
1
1,128.38
2024-11-04 08:09:22
TX001936
AC00328
378.68
2023-01-06 17:23:59
Debit
Fort Worth
D000653
31.75.105.19
M095
ATM
60
Doctor
239
1
7,627.04
2024-11-04 08:07:11
TX001937
AC00064
571.93
2023-09-20 17:44:37
Debit
Washington
D000230
113.137.153.101
M048
Online
52
Retired
119
1
4,026.03
2024-11-04 08:06:42
TX001938
AC00231
26.31
2023-08-11 16:38:16
Credit
Austin
D000392
187.199.178.27
M028
Online
77
Retired
163
1
7,095.76
2024-11-04 08:06:54
TX001939
AC00362
205.58
2023-08-16 17:49:13
Debit
Portland
D000547
221.206.44.63
M005
Online
20
Student
159
1
1,501.95
2024-11-04 08:07:55
TX001940
AC00363
533.61
2023-12-20 16:17:11
Debit
Mesa
D000324
66.255.7.16
M043
Online
48
Engineer
115
1
3,656.93
2024-11-04 08:11:43
TX001941
AC00196
428.62
2023-06-05 16:02:04
Debit
Raleigh
D000039
71.93.189.160
M028
Branch
55
Retired
72
1
3,473.24
2024-11-04 08:10:24
TX001942
AC00360
361.22
2023-04-17 17:58:55
Debit
Raleigh
D000338
173.135.78.201
M028
ATM
64
Retired
167
1
7,061.73
2024-11-04 08:10:24
TX001943
AC00499
837.29
2023-11-27 16:14:25
Debit
Phoenix
D000189
217.233.219.196
M002
Branch
25
Student
216
1
6,012.67
2024-11-04 08:07:12
TX001944
AC00213
117.25
2023-04-03 16:35:30
Credit
Atlanta
D000280
98.39.212.221
M091
Online
31
Doctor
73
1
13,694.68
2024-11-04 08:08:29
TX001945
AC00165
135.27
2023-08-10 16:16:41
Debit
Atlanta
D000526
166.79.195.157
M050
ATM
48
Doctor
131
1
9,410.51
2024-11-04 08:09:32
TX001946
AC00299
185.1
2023-08-08 16:21:01
Debit
Albuquerque
D000664
211.97.88.141
M005
Branch
53
Retired
23
1
6,115.63
2024-11-04 08:10:41
TX001947
AC00119
113.54
2023-09-22 16:42:46
Debit
Columbus
D000006
155.19.119.0
M036
Online
38
Engineer
273
1
5,581.21
2024-11-04 08:08:45
TX001948
AC00409
354.96
2023-11-29 16:27:38
Debit
Fort Worth
D000282
5.50.152.168
M014
Online
69
Doctor
96
1
6,712.94
2024-11-04 08:08:19
TX001949
AC00100
224.22
2023-01-23 18:45:00
Debit
Fresno
D000421
148.234.210.167
M086
Branch
53
Doctor
37
1
8,400.87
2024-11-04 08:12:18
TX001950
AC00244
737.1
2023-07-19 16:11:01
Debit
Washington
D000637
146.250.144.172
M032
ATM
60
Retired
92
1
4,644.19
2024-11-04 08:11:08
TX001951
AC00382
223.22
2023-07-17 16:20:27
Debit
Fort Worth
D000397
66.255.7.16
M018
ATM
27
Student
96
1
1,734.22
2024-11-04 08:08:15
TX001952
AC00389
557.26
2023-10-04 17:06:57
Debit
San Jose
D000184
197.23.128.119
M076
ATM
69
Doctor
53
1
5,237.12
2024-11-04 08:09:49
TX001953
AC00350
1,496.57
2023-02-27 16:18:28
Debit
Memphis
D000139
182.84.41.229
M092
Online
33
Engineer
95
1
969.06
2024-11-04 08:06:37
TX001954
AC00275
27.44
2023-11-06 17:23:43
Debit
Boston
D000451
177.172.184.163
M057
ATM
62
Retired
164
1
5,950.48
2024-11-04 08:08:43
TX001955
AC00231
310.09
2023-11-24 16:49:29
Debit
Detroit
D000405
89.18.54.235
M068
Branch
36
Doctor
166
1
9,962.5
2024-11-04 08:10:52
TX001956
AC00449
80.38
2023-03-06 16:25:52
Debit
Kansas City
D000686
1.238.163.61
M064
Online
52
Doctor
116
1
9,662.88
2024-11-04 08:09:54
TX001957
AC00248
26.1
2023-12-01 17:45:05
Credit
Detroit
D000017
170.154.69.105
M032
Branch
66
Doctor
115
1
5,243
2024-11-04 08:10:24
TX001958
AC00301
845.14
2023-01-09 16:21:35
Credit
Oklahoma City
D000154
8.244.162.185
M026
Branch
73
Retired
183
1
1,702.65
2024-11-04 08:11:10
TX001959
AC00023
59.73
2023-05-22 16:38:39
Debit
Fresno
D000681
186.57.149.225
M019
ATM
27
Student
56
1
800.93
2024-11-04 08:10:10
TX001960
AC00272
758.77
2023-06-23 16:12:15
Debit
San Antonio
D000332
163.69.89.200
M009
ATM
60
Engineer
114
1
7,231.47
2024-11-04 08:08:24
TX001961
AC00377
301.51
2023-02-24 16:33:33
Debit
Charlotte
D000509
193.190.29.63
M089
ATM
22
Student
284
1
1,052.31
2024-11-04 08:11:09
TX001962
AC00276
418.03
2023-09-04 17:46:40
Debit
Austin
D000391
47.167.178.158
M051
Online
58
Doctor
161
1
10,721.29
2024-11-04 08:08:43
TX001963
AC00427
118.06
2023-05-24 17:07:57
Credit
Las Vegas
D000441
7.146.35.122
M082
Branch
32
Doctor
31
1
13,560.63
2024-11-04 08:07:10
TX001964
AC00220
483.92
2023-10-16 18:57:30
Debit
New York
D000046
145.179.219.57
M092
ATM
70
Retired
115
1
3,138
2024-11-04 08:06:59
TX001965
AC00370
78.93
2023-02-17 16:41:31
Debit
Mesa
D000602
211.45.75.44
M099
ATM
38
Doctor
145
1
9,916.24
2024-11-04 08:12:17
TX001966
AC00187
36.63
2023-05-04 17:02:55
Debit
Miami
D000560
16.94.155.46
M094
ATM
75
Retired
261
1
7,941.73
2024-11-04 08:07:35
TX001967
AC00293
87.85
2023-12-13 17:25:54
Debit
Colorado Springs
D000654
184.146.10.88
M062
Branch
49
Engineer
63
1
3,753.24
2024-11-04 08:07:16
TX001968
AC00203
1,001.83
2023-07-17 17:46:06
Debit
Philadelphia
D000220
89.18.54.235
M051
Online
31
Doctor
55
1
9,733.83
2024-11-04 08:11:43
TX001969
AC00016
705.34
2023-09-12 18:52:56
Debit
Washington
D000562
63.67.150.226
M026
Online
59
Doctor
124
1
5,003.22
2024-11-04 08:12:18
TX001970
AC00189
146.55
2023-08-03 18:35:54
Debit
Virginia Beach
D000163
82.75.200.117
M002
Online
54
Retired
124
5
4,087.44
2024-11-04 08:07:38
TX001971
AC00005
116.89
2023-11-20 16:31:15
Debit
Columbus
D000328
146.250.144.172
M064
Online
71
Retired
226
1
4,880.31
2024-11-04 08:06:37
TX001972
AC00190
106.41
2023-01-16 16:37:34
Debit
Los Angeles
D000473
84.237.126.96
M063
Branch
57
Retired
87
1
1,310.38
2024-11-04 08:07:01
TX001973
AC00480
1,087.9
2023-03-27 18:06:17
Debit
Boston
D000549
112.86.148.212
M053
ATM
78
Retired
103
1
2,513.51
2024-11-04 08:12:04
TX001974
AC00407
584.41
2023-01-02 16:51:47
Debit
Las Vegas
D000326
124.180.225.109
M051
ATM
23
Student
41
1
4,475.22
2024-11-04 08:11:29
TX001975
AC00195
584.98
2023-06-12 16:25:22
Credit
Chicago
D000175
201.95.180.152
M093
Branch
55
Retired
121
1
6,521.05
2024-11-04 08:07:59
TX001976
AC00260
79.21
2023-11-24 17:52:34
Debit
Colorado Springs
D000014
165.143.173.165
M055
Branch
56
Retired
140
1
1,615.04
2024-11-04 08:07:01
TX001977
AC00006
173.13
2023-10-05 16:46:31
Credit
Atlanta
D000485
5.50.152.168
M044
Online
20
Student
288
1
1,490.34
2024-11-04 08:07:24
TX001978
AC00294
335.7
2023-01-30 17:47:41
Debit
El Paso
D000180
184.57.159.204
M012
ATM
80
Retired
57
1
6,601.44
2024-11-04 08:10:11
TX001979
AC00327
1,225.5
2023-11-27 16:02:08
Credit
Las Vegas
D000507
156.187.182.236
M066
Online
50
Doctor
109
1
8,611.17
2024-11-04 08:11:41
TX001980
AC00013
422.81
2023-11-20 16:07:20
Debit
Los Angeles
D000050
77.92.193.22
M036
Branch
28
Student
193
1
1,929.28
2024-11-04 08:10:28
TX001981
AC00386
135.43
2023-10-06 16:14:51
Debit
San Jose
D000626
120.170.93.69
M031
ATM
57
Retired
92
1
5,315.83
2024-11-04 08:08:57
TX001982
AC00256
584.88
2023-12-19 17:19:47
Debit
Philadelphia
D000202
91.204.200.167
M042
ATM
26
Student
121
1
548.45
2024-11-04 08:11:03
TX001983
AC00439
308.94
2023-04-03 16:35:29
Debit
Los Angeles
D000650
49.20.211.229
M092
Online
25
Student
167
1
1,931.66
2024-11-04 08:07:47
TX001984
AC00088
295.93
2023-02-20 17:26:39
Debit
Boston
D000414
145.179.219.57
M021
Branch
36
Doctor
117
1
1,050.63
2024-11-04 08:09:56
TX001985
AC00303
1,512.99
2023-08-08 17:15:50
Debit
Philadelphia
D000032
195.164.171.146
M071
Online
19
Student
50
1
9,963.39
2024-11-04 08:09:45
TX001986
AC00245
77.44
2023-06-26 16:28:59
Debit
Washington
D000218
195.164.171.146
M011
Branch
58
Retired
268
1
1,950.63
2024-11-04 08:10:59
TX001987
AC00188
92.5
2023-09-25 16:22:10
Credit
Seattle
D000520
113.137.153.101
M080
Online
40
Engineer
70
1
6,295.45
2024-11-04 08:08:25
TX001988
AC00225
97.74
2023-09-04 16:46:29
Credit
Los Angeles
D000211
218.238.171.184
M046
Online
41
Engineer
137
1
4,113.63
2024-11-04 08:07:15
TX001989
AC00278
291.68
2023-08-07 18:07:57
Debit
Columbus
D000021
72.128.135.172
M058
ATM
21
Student
90
1
1,451.02
2024-11-04 08:11:59
TX001990
AC00311
56.96
2023-06-26 17:38:30
Debit
Albuquerque
D000379
70.130.169.235
M011
ATM
22
Student
135
1
1,597.85
2024-11-04 08:07:18
TX001991
AC00206
436.8
2023-07-03 16:15:11
Debit
Seattle
D000619
19.228.76.177
M082
Online
27
Student
92
1
1,256.33
2024-11-04 08:10:00
TX001992
AC00329
259.49
2023-06-09 16:31:56
Debit
Austin
D000433
162.151.179.167
M045
Online
72
Retired
292
1
7,320.61
2024-11-04 08:07:31
TX001993
AC00338
726.26
2023-02-13 17:13:49
Debit
Omaha
D000386
69.160.14.157
M035
Online
57
Retired
147
1
2,150.38
2024-11-04 08:06:49
TX001994
AC00409
568.68
2023-04-25 18:47:16
Debit
Houston
D000283
189.248.139.91
M075
ATM
72
Retired
101
1
2,940.04
2024-11-04 08:08:39
TX001995
AC00114
77.57
2023-12-13 17:02:21
Debit
Atlanta
D000441
136.104.90.223
M091
Online
49
Doctor
225
1
12,801.93
2024-11-04 08:07:54
TX001996
AC00460
999.28
2023-05-22 17:45:50
Debit
Boston
D000032
125.89.163.224
M050
Online
29
Engineer
40
1
4,272.41
2024-11-04 08:12:15
TX001997
AC00373
14.16
2023-01-09 16:49:07
Credit
Oklahoma City
D000665
12.240.113.200
M076
Branch
74
Retired
290
1
5,399.76
2024-11-04 08:10:20
TX001998
AC00021
1,142.83
2023-07-14 17:44:23
Credit
Omaha
D000493
219.98.242.240
M028
Branch
61
Retired
48
1
2,467.39
2024-11-04 08:11:26
TX001999
AC00235
61.33
2023-09-20 18:18:00
Debit
Raleigh
D000201
167.95.191.52
M018
ATM
27
Engineer
129
1
7,537.4
2024-11-04 08:06:27
TX002000
AC00261
27.64
2023-06-09 17:14:26
Debit
New York
D000044
208.142.57.37
M065
Online
54
Engineer
23
1
7,498.51
2024-11-04 08:08:22