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
TX000101
AC00265
383.37
2023-01-24 17:23:56
Debit
Fort Worth
D000321
18.72.115.111
M066
Branch
30
Engineer
24
1
8,901.93
2024-11-04 08:11:07
TX000102
AC00018
98.54
2023-08-11 16:18:46
Credit
El Paso
D000528
34.125.226.63
M095
Online
20
Student
167
1
9,383.43
2024-11-04 08:10:02
TX000103
AC00075
83.24
2023-10-16 18:35:11
Credit
Fort Worth
D000607
21.28.32.1
M009
Branch
55
Doctor
164
1
1,181.31
2024-11-04 08:10:52
TX000104
AC00464
196.16
2023-02-24 16:29:23
Debit
Virginia Beach
D000164
204.34.243.93
M099
Branch
27
Engineer
146
1
9,418.86
2024-11-04 08:08:32
TX000105
AC00170
129.94
2023-01-02 16:36:02
Debit
Las Vegas
D000647
111.226.226.202
M045
ATM
32
Engineer
235
1
7,954.92
2024-11-04 08:06:35
TX000106
AC00235
306.9
2023-11-30 16:31:03
Debit
Colorado Springs
D000078
96.115.67.230
M047
Online
46
Engineer
51
1
9,418.08
2024-11-04 08:10:48
TX000107
AC00013
114.98
2023-11-01 16:52:01
Debit
Seattle
D000182
115.218.48.83
M032
Online
59
Retired
80
1
6,144.68
2024-11-04 08:09:24
TX000108
AC00397
756.59
2023-03-06 16:47:02
Debit
Sacramento
D000028
174.61.77.54
M012
Branch
27
Student
17
1
420.65
2024-11-04 08:11:40
TX000109
AC00423
503.76
2023-11-27 18:32:49
Debit
Los Angeles
D000518
216.151.64.40
M083
Online
22
Student
35
1
447.82
2024-11-04 08:09:22
TX000110
AC00154
143.03
2023-07-31 16:37:46
Debit
San Antonio
D000469
197.162.55.147
M055
ATM
63
Retired
147
1
7,981.45
2024-11-04 08:10:42
TX000111
AC00068
1,045.22
2023-11-22 16:13:39
Debit
Columbus
D000400
77.7.223.184
M077
ATM
53
Retired
73
1
1,829.9
2024-11-04 08:07:35
TX000112
AC00318
245.54
2023-03-21 16:29:31
Debit
New York
D000536
44.197.126.59
M089
ATM
25
Student
180
1
985.06
2024-11-04 08:10:26
TX000113
AC00396
254.37
2023-04-20 18:26:50
Credit
Dallas
D000477
143.212.47.226
M012
Online
51
Engineer
174
1
8,849.26
2024-11-04 08:06:56
TX000114
AC00121
213.76
2023-03-01 17:52:14
Credit
Dallas
D000574
51.250.122.123
M009
ATM
78
Retired
282
1
3,528.72
2024-11-04 08:09:36
TX000115
AC00336
327.86
2023-02-10 16:52:48
Debit
Fresno
D000655
188.124.181.12
M051
Online
40
Engineer
104
1
480.16
2024-11-04 08:06:30
TX000116
AC00468
2.5
2023-07-21 16:43:11
Debit
San Diego
D000673
44.73.3.217
M042
Online
47
Doctor
107
1
12,145.27
2024-11-04 08:09:53
TX000117
AC00282
300.08
2023-10-09 17:02:43
Credit
Austin
D000266
85.240.254.83
M040
Online
68
Doctor
47
1
13,546.75
2024-11-04 08:12:18
TX000118
AC00498
56.98
2024-01-01 16:34:10
Credit
Oklahoma City
D000256
101.90.40.193
M086
ATM
43
Engineer
122
2
5,688.37
2024-11-04 08:07:42
TX000119
AC00085
407.65
2023-07-07 16:11:38
Debit
Boston
D000544
98.255.160.110
M041
Online
26
Engineer
62
1
8,346.64
2024-11-04 08:06:30
TX000120
AC00092
115.83
2023-05-22 17:09:52
Debit
Fresno
D000663
124.6.134.78
M086
Branch
39
Engineer
167
1
6,481.04
2024-11-04 08:10:02
TX000121
AC00295
53.57
2023-08-16 16:17:12
Debit
Houston
D000489
45.64.74.86
M025
ATM
69
Retired
121
1
1,651.33
2024-11-04 08:08:43
TX000122
AC00358
63.34
2023-11-17 16:02:02
Credit
Detroit
D000434
69.82.61.135
M028
Online
46
Doctor
165
1
11,174.94
2024-11-04 08:10:13
TX000123
AC00311
317.87
2023-05-22 17:29:35
Debit
Detroit
D000314
79.227.202.117
M076
Online
27
Student
91
1
145.5
2024-11-04 08:11:32
TX000124
AC00066
331.65
2023-08-25 17:26:07
Debit
Portland
D000037
26.240.219.199
M006
Online
41
Engineer
61
1
4,172.57
2024-11-04 08:11:00
TX000125
AC00340
5.04
2023-11-27 16:38:34
Debit
Washington
D000021
63.67.150.226
M001
ATM
56
Retired
41
1
5,558.36
2024-11-04 08:10:48
TX000126
AC00284
214.54
2023-08-04 17:46:44
Credit
Detroit
D000112
195.226.203.234
M026
Online
70
Doctor
247
1
11,151.53
2024-11-04 08:11:56
TX000127
AC00208
598.81
2023-09-04 16:48:35
Debit
Philadelphia
D000042
92.214.76.157
M081
Branch
57
Doctor
158
1
1,415.52
2024-11-04 08:10:13
TX000128
AC00176
841.28
2023-08-09 17:34:26
Debit
Tucson
D000276
101.223.82.253
M083
Online
26
Student
80
1
1,103.64
2024-11-04 08:09:58
TX000129
AC00053
38.15
2023-09-07 16:07:40
Debit
Mesa
D000687
77.21.150.75
M005
Online
26
Student
108
1
303.68
2024-11-04 08:07:42
TX000130
AC00320
1,036.66
2023-07-11 16:39:53
Debit
San Antonio
D000015
53.218.177.171
M062
Branch
58
Doctor
144
1
5,541.57
2024-11-04 08:09:24
TX000131
AC00382
124.72
2023-07-03 17:14:07
Debit
Oklahoma City
D000118
147.234.20.46
M004
Branch
33
Engineer
105
1
6,309.8
2024-11-04 08:07:25
TX000132
AC00384
302.45
2023-09-25 17:13:36
Credit
San Antonio
D000052
203.99.96.114
M059
Branch
78
Retired
40
1
5,133.61
2024-11-04 08:11:55
TX000133
AC00203
208.04
2023-11-20 17:10:02
Debit
Louisville
D000339
65.27.212.129
M055
Online
47
Engineer
273
1
9,344.98
2024-11-04 08:08:45
TX000134
AC00498
5.77
2023-11-17 17:27:07
Credit
Los Angeles
D000236
85.240.254.83
M098
Branch
23
Student
254
1
1,117.97
2024-11-04 08:10:53
TX000135
AC00349
381.33
2023-08-21 16:46:05
Debit
Albuquerque
D000635
62.251.170.72
M034
ATM
56
Doctor
75
1
11,835.35
2024-11-04 08:09:32
TX000136
AC00177
16.16
2023-10-16 16:59:36
Debit
Milwaukee
D000465
161.177.41.214
M065
ATM
50
Doctor
124
1
14,401.17
2024-11-04 08:11:59
TX000137
AC00284
486.08
2023-06-20 17:21:50
Debit
Oklahoma City
D000170
138.87.180.254
M060
Online
18
Student
68
1
1,748.69
2024-11-04 08:07:03
TX000138
AC00272
336.39
2023-01-16 16:53:38
Debit
San Antonio
D000426
203.99.96.114
M003
Branch
21
Student
18
1
1,000.46
2024-11-04 08:09:57
TX000139
AC00405
997.43
2023-11-22 16:07:19
Debit
Seattle
D000661
100.4.40.132
M067
Online
69
Doctor
118
1
6,810.05
2024-11-04 08:08:25
TX000140
AC00385
234.57
2023-09-01 16:09:08
Debit
Chicago
D000553
45.182.28.148
M045
Online
23
Student
120
1
263.98
2024-11-04 08:08:47
TX000141
AC00403
6
2023-10-23 18:38:15
Debit
Chicago
D000556
18.72.115.111
M090
Online
30
Doctor
246
1
5,442.76
2024-11-04 08:09:43
TX000142
AC00114
1,049.92
2023-10-23 16:50:33
Debit
Detroit
D000522
121.67.144.20
M052
ATM
80
Retired
21
1
2,037.85
2024-11-04 08:10:34
TX000143
AC00163
227.14
2023-07-03 17:42:08
Debit
Charlotte
D000439
197.162.55.147
M057
ATM
18
Student
294
1
341.94
2024-11-04 08:11:34
TX000144
AC00108
233.74
2023-10-24 16:41:00
Credit
Oklahoma City
D000600
96.115.67.230
M030
Online
66
Retired
17
1
1,066.59
2024-11-04 08:11:17
TX000145
AC00397
113.02
2023-09-25 16:54:22
Credit
Jacksonville
D000369
33.212.169.157
M019
Branch
69
Retired
166
1
6,077.96
2024-11-04 08:07:21
TX000146
AC00434
45.85
2023-02-16 17:57:10
Debit
Los Angeles
D000241
163.129.70.210
M085
ATM
20
Student
92
1
1,659.15
2024-11-04 08:07:24
TX000147
AC00385
973.39
2023-08-30 17:23:20
Debit
Sacramento
D000292
202.194.199.70
M026
Branch
77
Retired
296
1
2,042.22
2024-11-04 08:11:44
TX000148
AC00161
514.95
2023-04-13 18:37:48
Debit
New York
D000109
23.92.205.75
M056
Online
41
Doctor
142
5
421.93
2024-11-04 08:10:01
TX000149
AC00333
415.5
2023-07-28 16:29:23
Debit
Memphis
D000330
140.212.253.222
M077
ATM
66
Doctor
141
1
10,113.66
2024-11-04 08:10:23
TX000150
AC00279
265.76
2023-02-06 17:48:55
Debit
Philadelphia
D000158
3.157.63.220
M049
Online
54
Retired
92
1
4,446.17
2024-11-04 08:12:18
TX000151
AC00072
69.4
2023-07-24 18:08:43
Debit
Virginia Beach
D000413
216.151.64.40
M073
Online
80
Retired
113
1
6,452.77
2024-11-04 08:09:04
TX000152
AC00242
332.93
2023-11-20 16:29:48
Credit
Albuquerque
D000548
113.115.81.178
M039
Branch
35
Engineer
293
1
2,788.2
2024-11-04 08:08:14
TX000153
AC00303
267.9
2023-10-09 16:52:47
Debit
San Antonio
D000605
216.32.4.105
M078
Online
20
Student
160
1
596.16
2024-11-04 08:08:34
TX000154
AC00442
496.03
2023-11-03 16:45:52
Debit
San Francisco
D000070
210.160.90.52
M009
Branch
61
Doctor
265
1
12,904.66
2024-11-04 08:09:41
TX000155
AC00087
376.26
2023-02-15 16:41:11
Debit
Tucson
D000481
82.88.241.226
M081
ATM
37
Engineer
245
1
9,062.4
2024-11-04 08:09:58
TX000156
AC00174
83.02
2023-09-04 17:59:51
Credit
Seattle
D000226
34.92.221.183
M058
Online
36
Engineer
171
1
9,009.56
2024-11-04 08:11:01
TX000157
AC00421
93.26
2023-07-27 16:22:52
Credit
New York
D000436
182.225.2.156
M092
Online
20
Student
72
1
1,152.2
2024-11-04 08:12:04
TX000158
AC00111
803.37
2023-04-17 16:08:34
Credit
Memphis
D000108
191.91.45.159
M030
Branch
68
Doctor
129
1
12,168.37
2024-11-04 08:08:40
TX000159
AC00275
35.76
2023-09-19 17:38:18
Debit
Charlotte
D000678
111.78.64.133
M057
Branch
23
Student
122
1
611.86
2024-11-04 08:11:40
TX000160
AC00492
28.53
2023-05-31 16:37:39
Debit
Washington
D000310
215.97.143.157
M035
Online
62
Doctor
99
1
8,670.53
2024-11-04 08:06:30
TX000161
AC00380
139.53
2023-10-09 17:20:09
Credit
Louisville
D000491
167.104.180.235
M002
Online
53
Doctor
177
1
10,098.86
2024-11-04 08:07:31
TX000162
AC00227
307.57
2023-01-09 16:12:01
Debit
Detroit
D000076
128.16.32.183
M049
Branch
33
Doctor
285
1
5,307.74
2024-11-04 08:06:33
TX000163
AC00257
60.65
2023-05-26 18:15:08
Credit
Tucson
D000456
10.144.131.89
M085
Branch
56
Retired
53
1
1,047.28
2024-11-04 08:09:22
TX000164
AC00062
74.86
2023-08-14 17:43:17
Debit
Nashville
D000115
161.168.126.136
M028
Branch
70
Doctor
125
1
6,921.48
2024-11-04 08:07:39
TX000165
AC00383
117.97
2023-11-24 18:51:32
Debit
Kansas City
D000281
198.39.35.23
M100
Branch
51
Retired
137
1
1,475.46
2024-11-04 08:09:21
TX000166
AC00182
231.91
2023-01-31 18:31:22
Debit
Memphis
D000371
161.71.2.223
M044
ATM
34
Engineer
165
1
112.76
2024-11-04 08:12:15
TX000167
AC00478
126.21
2023-02-14 16:07:01
Debit
Baltimore
D000001
141.121.30.32
M001
Branch
75
Retired
268
1
5,669.66
2024-11-04 08:08:42
TX000168
AC00332
506.28
2023-05-02 17:03:29
Credit
Chicago
D000606
110.150.1.201
M010
Online
53
Retired
162
2
1,309.95
2024-11-04 08:09:09
TX000169
AC00202
304.35
2023-12-04 17:07:34
Debit
Houston
D000281
183.39.94.209
M007
Branch
31
Engineer
36
1
4,057.1
2024-11-04 08:08:45
TX000170
AC00331
281.85
2023-05-16 17:26:37
Debit
Detroit
D000148
219.193.239.152
M013
ATM
22
Student
109
1
1,585.98
2024-11-04 08:07:38
TX000171
AC00474
777.88
2023-03-20 16:58:12
Debit
Houston
D000436
139.23.212.102
M018
Branch
31
Engineer
17
1
6,825.55
2024-11-04 08:09:15
TX000172
AC00268
119.18
2023-08-25 18:01:38
Debit
Los Angeles
D000309
7.105.184.86
M093
Branch
56
Retired
96
1
5,516.5
2024-11-04 08:07:34
TX000173
AC00247
177.19
2023-05-15 17:25:28
Debit
Chicago
D000666
130.92.201.49
M088
Online
76
Retired
43
1
5,343.3
2024-11-04 08:06:30
TX000174
AC00298
260.88
2023-05-29 16:50:10
Debit
Denver
D000327
184.59.28.72
M094
Branch
22
Student
36
1
903.05
2024-11-04 08:06:52
TX000175
AC00106
169.47
2023-03-22 16:10:14
Debit
Chicago
D000061
120.170.93.69
M046
Online
24
Student
19
1
1,806.16
2024-11-04 08:07:37
TX000176
AC00035
73.23
2023-05-19 16:52:53
Debit
Portland
D000059
155.37.19.43
M022
Branch
26
Student
14
1
787.74
2024-11-04 08:11:12
TX000177
AC00363
1,362.55
2023-02-10 18:07:07
Debit
El Paso
D000213
93.52.44.101
M001
ATM
29
Engineer
106
1
2,429.68
2024-11-04 08:11:05
TX000178
AC00273
792.57
2023-05-22 16:22:36
Debit
Baltimore
D000424
110.235.207.187
M059
ATM
19
Student
164
1
770.37
2024-11-04 08:10:39
TX000179
AC00156
237.06
2023-12-18 16:47:17
Debit
Phoenix
D000455
61.95.76.233
M049
Online
71
Retired
46
1
1,182.77
2024-11-04 08:07:50
TX000180
AC00010
34.17
2023-11-21 16:57:43
Credit
Philadelphia
D000036
177.116.108.246
M091
Online
54
Engineer
54
1
726.55
2024-11-04 08:06:29
TX000181
AC00036
740.25
2023-07-19 17:03:58
Debit
Philadelphia
D000030
1.198.76.182
M010
Online
41
Doctor
123
1
14,464.3
2024-11-04 08:08:27
TX000182
AC00149
453.54
2023-04-19 16:36:03
Debit
Albuquerque
D000150
223.32.70.156
M017
ATM
58
Doctor
82
1
12,046.3
2024-11-04 08:12:06
TX000183
AC00225
300.47
2023-11-13 16:11:52
Debit
Jacksonville
D000272
156.173.170.140
M065
Branch
73
Retired
100
1
7,885.64
2024-11-04 08:08:00
TX000184
AC00077
110.93
2023-04-07 16:38:15
Credit
Virginia Beach
D000142
101.223.82.253
M036
Branch
19
Student
201
1
1,952.35
2024-11-04 08:10:53
TX000185
AC00440
201.69
2023-01-03 16:46:36
Debit
Las Vegas
D000626
193.108.17.115
M019
ATM
59
Doctor
299
1
7,328.52
2024-11-04 08:10:16
TX000186
AC00321
399.21
2023-01-30 16:15:49
Debit
Portland
D000301
30.229.179.194
M062
ATM
59
Engineer
109
1
3,210.39
2024-11-04 08:08:21
TX000187
AC00099
1,041.88
2023-09-06 16:44:02
Debit
Jacksonville
D000208
32.240.176.64
M032
Online
78
Retired
57
1
5,726.2
2024-11-04 08:06:44
TX000188
AC00258
630.36
2023-03-02 16:11:53
Debit
Mesa
D000091
200.22.195.243
M084
ATM
62
Retired
52
1
1,363.65
2024-11-04 08:12:15
TX000189
AC00132
10.94
2023-10-23 17:24:07
Credit
Philadelphia
D000503
10.191.172.154
M083
ATM
60
Engineer
245
1
1,241.99
2024-11-04 08:11:53
TX000190
AC00113
215.9
2023-01-04 16:02:09
Debit
Los Angeles
D000414
147.119.62.178
M083
ATM
38
Doctor
235
1
7,873.28
2024-11-04 08:10:23
TX000191
AC00396
1,422.55
2023-07-10 17:49:18
Debit
Washington
D000569
188.124.181.12
M072
Branch
79
Retired
165
1
5,674.32
2024-11-04 08:06:50
TX000192
AC00099
226.37
2023-09-18 17:07:08
Credit
Louisville
D000631
206.62.122.93
M041
Branch
49
Doctor
141
1
9,840.04
2024-11-04 08:09:56
TX000193
AC00265
444.89
2023-09-11 16:27:39
Credit
Las Vegas
D000173
42.61.10.112
M060
Branch
43
Doctor
101
1
10,328.23
2024-11-04 08:11:50
TX000194
AC00047
280.57
2023-01-27 17:35:05
Credit
Virginia Beach
D000538
170.225.23.251
M017
Online
25
Student
24
1
293.24
2024-11-04 08:10:24
TX000195
AC00005
488.54
2023-07-03 17:47:49
Debit
Jacksonville
D000466
198.24.183.157
M036
Branch
52
Engineer
132
1
7,486.63
2024-11-04 08:07:26
TX000196
AC00363
3.3
2023-03-27 16:42:16
Credit
Los Angeles
D000215
116.44.12.250
M085
Branch
50
Doctor
131
1
11,385.37
2024-11-04 08:10:11
TX000197
AC00426
199.39
2023-08-21 16:16:22
Debit
Colorado Springs
D000304
194.88.79.54
M023
Branch
69
Retired
165
1
7,264.79
2024-11-04 08:09:06
TX000198
AC00107
20.36
2023-07-24 17:02:18
Debit
Tucson
D000082
96.115.67.230
M069
Branch
62
Retired
75
1
2,762.48
2024-11-04 08:11:15
TX000199
AC00237
113.64
2023-10-24 17:09:41
Debit
Detroit
D000022
31.127.129.152
M038
Online
62
Retired
32
1
6,675.03
2024-11-04 08:07:55
TX000200
AC00358
493.11
2023-07-31 16:25:26
Debit
Colorado Springs
D000232
35.220.238.127
M022
Branch
53
Retired
236
1
7,432.99
2024-11-04 08:08:01