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
TX002201
AC00219
68.68
2023-09-18 16:15:19
Debit
Sacramento
D000362
195.226.203.234
M094
Online
49
Engineer
141
1
4,718.51
2024-11-04 08:06:27
TX002202
AC00385
1,431.54
2023-12-11 16:23:59
Debit
Portland
D000490
68.254.244.208
M075
Online
20
Student
84
1
1,171.98
2024-11-04 08:08:41
TX002203
AC00133
240.03
2023-02-27 17:25:09
Debit
Atlanta
D000575
211.45.75.44
M079
Online
33
Engineer
31
1
7,807.73
2024-11-04 08:09:41
TX002204
AC00056
168.34
2023-06-27 18:14:30
Debit
Phoenix
D000638
81.222.37.186
M068
ATM
64
Retired
240
1
7,483.01
2024-11-04 08:11:10
TX002205
AC00358
474.77
2023-10-06 18:26:45
Debit
Boston
D000164
65.124.242.67
M038
Online
46
Engineer
284
1
8,494.53
2024-11-04 08:06:24
TX002206
AC00419
451.7
2023-03-01 16:56:01
Debit
Chicago
D000250
191.91.45.159
M017
Online
29
Engineer
103
1
8,994.67
2024-11-04 08:10:51
TX002207
AC00464
243.85
2023-12-20 16:41:44
Debit
Omaha
D000300
197.162.55.147
M082
Branch
39
Engineer
43
1
4,576.78
2024-11-04 08:08:53
TX002208
AC00430
5.76
2023-08-28 17:13:52
Debit
Houston
D000277
145.246.171.225
M070
Branch
38
Engineer
164
1
5,859.79
2024-11-04 08:09:21
TX002209
AC00071
435.08
2023-07-24 16:01:27
Debit
San Francisco
D000513
109.211.212.135
M038
Online
55
Engineer
78
1
2,103.41
2024-11-04 08:11:15
TX002210
AC00404
127.78
2023-04-25 16:41:32
Debit
Miami
D000586
112.196.12.19
M050
ATM
20
Student
170
1
1,046.66
2024-11-04 08:10:26
TX002211
AC00349
23.14
2023-11-15 17:23:40
Credit
Mesa
D000555
122.30.82.244
M064
Online
47
Doctor
93
1
10,536.54
2024-11-04 08:09:21
TX002212
AC00235
545.87
2023-01-02 16:31:28
Debit
Miami
D000676
162.207.77.170
M026
Branch
27
Engineer
41
1
4,860.01
2024-11-04 08:09:44
TX002213
AC00228
21.21
2023-12-04 16:20:16
Debit
Nashville
D000338
105.87.212.115
M063
Online
55
Engineer
37
1
9,575.42
2024-11-04 08:07:18
TX002214
AC00024
423.53
2023-08-10 17:08:52
Credit
Kansas City
D000239
32.71.250.58
M025
Branch
50
Doctor
81
1
5,453.4
2024-11-04 08:07:23
TX002215
AC00330
142.1
2023-06-08 17:08:06
Credit
San Francisco
D000244
158.129.49.240
M056
Online
18
Student
109
1
1,545.64
2024-11-04 08:11:56
TX002216
AC00290
1,413.24
2023-11-06 18:59:24
Debit
New York
D000356
166.41.54.117
M016
ATM
58
Engineer
199
1
7,272.01
2024-11-04 08:11:26
TX002217
AC00042
114.15
2023-02-21 16:47:54
Debit
Atlanta
D000395
49.29.37.185
M001
ATM
19
Student
52
1
1,612.4
2024-11-04 08:08:38
TX002218
AC00203
275.98
2023-12-15 16:04:20
Credit
Washington
D000652
89.18.54.235
M053
Online
72
Retired
67
1
6,151.05
2024-11-04 08:07:16
TX002219
AC00248
590.68
2023-09-25 16:56:21
Debit
Washington
D000249
179.43.245.131
M037
Branch
27
Student
23
1
852.2
2024-11-04 08:09:15
TX002220
AC00140
152.42
2023-10-23 16:45:37
Debit
San Jose
D000164
38.166.40.246
M057
ATM
42
Doctor
176
1
9,141.79
2024-11-04 08:12:18
TX002221
AC00095
395.77
2023-02-27 16:24:11
Credit
El Paso
D000281
113.201.172.36
M095
Branch
43
Doctor
118
1
6,425.99
2024-11-04 08:08:17
TX002222
AC00225
615.16
2023-02-06 16:40:27
Debit
Boston
D000092
62.27.235.199
M080
Online
26
Student
140
1
214.61
2024-11-04 08:06:37
TX002223
AC00445
207.82
2023-02-28 16:34:45
Credit
Las Vegas
D000181
32.71.250.58
M078
Online
19
Student
30
1
229.02
2024-11-04 08:07:02
TX002224
AC00385
220.52
2023-06-07 16:07:22
Debit
Seattle
D000512
47.82.77.181
M054
ATM
57
Retired
152
1
1,793.09
2024-11-04 08:07:19
TX002225
AC00143
281.47
2023-08-18 17:02:15
Debit
Philadelphia
D000469
100.198.165.4
M029
ATM
34
Engineer
142
1
4,437.48
2024-11-04 08:11:13
TX002226
AC00448
57.91
2023-11-28 16:45:08
Credit
Sacramento
D000391
73.156.208.26
M079
Branch
58
Engineer
97
1
3,641.06
2024-11-04 08:07:03
TX002227
AC00273
30.48
2023-12-04 16:27:11
Credit
Seattle
D000481
49.20.211.229
M073
Branch
32
Doctor
78
1
11,481.85
2024-11-04 08:07:38
TX002228
AC00291
1,152.58
2023-09-13 17:58:16
Debit
Austin
D000159
197.162.55.147
M020
Branch
65
Retired
180
1
7,567.17
2024-11-04 08:11:45
TX002229
AC00337
453.09
2023-06-05 16:24:22
Debit
San Jose
D000149
81.222.37.186
M088
Branch
48
Doctor
97
1
6,708.65
2024-11-04 08:08:12
TX002230
AC00332
424.47
2023-02-27 16:05:35
Debit
Oklahoma City
D000419
151.247.130.190
M050
Online
22
Student
116
1
5,491.55
2024-11-04 08:08:43
TX002231
AC00040
228.4
2023-01-05 16:22:12
Debit
Omaha
D000315
149.46.124.220
M060
ATM
67
Doctor
116
1
9,598.43
2024-11-04 08:09:36
TX002232
AC00089
67.17
2023-07-03 18:03:48
Debit
Seattle
D000564
101.223.82.253
M034
Online
63
Doctor
48
1
14,410.44
2024-11-04 08:08:55
TX002233
AC00231
284.89
2023-12-18 17:53:03
Debit
Atlanta
D000039
43.98.242.106
M042
Online
53
Doctor
115
1
9,738.6
2024-11-04 08:06:51
TX002234
AC00277
118.69
2023-02-13 18:36:21
Debit
Omaha
D000217
152.140.239.181
M029
Online
33
Doctor
296
1
749.34
2024-11-04 08:10:00
TX002235
AC00465
221.33
2023-10-18 18:17:05
Debit
Louisville
D000383
77.7.223.184
M015
ATM
27
Student
276
1
1,185.43
2024-11-04 08:09:51
TX002236
AC00205
252.31
2023-03-29 16:10:33
Credit
Seattle
D000419
47.167.178.158
M037
ATM
26
Student
172
1
1,584.6
2024-11-04 08:12:07
TX002237
AC00036
58.85
2023-05-15 17:15:25
Credit
Milwaukee
D000517
221.169.49.152
M041
Online
71
Retired
115
1
1,789.8
2024-11-04 08:06:34
TX002238
AC00227
194.68
2023-04-24 16:32:48
Debit
Memphis
D000481
1.7.29.72
M002
Online
32
Doctor
165
1
14,494.18
2024-11-04 08:11:54
TX002239
AC00251
433.53
2023-10-19 17:06:57
Debit
Philadelphia
D000573
166.79.195.157
M098
Branch
38
Doctor
231
1
6,368.32
2024-11-04 08:09:08
TX002240
AC00298
178.26
2023-10-16 16:55:59
Debit
Oklahoma City
D000302
92.90.132.79
M003
ATM
59
Retired
59
1
1,137.13
2024-11-04 08:08:51
TX002241
AC00315
207.65
2023-09-11 16:52:21
Debit
San Francisco
D000511
152.234.65.155
M066
Online
34
Engineer
98
1
5,143.8
2024-11-04 08:09:29
TX002242
AC00292
237
2023-02-10 16:50:10
Debit
Tucson
D000277
203.170.198.177
M076
Online
49
Doctor
115
1
14,021.4
2024-11-04 08:08:13
TX002243
AC00252
1,169.59
2023-12-25 17:12:21
Debit
New York
D000484
142.184.68.230
M067
Online
28
Student
114
1
5,946.45
2024-11-04 08:11:33
TX002244
AC00400
347.63
2023-12-13 16:41:13
Credit
Chicago
D000561
166.79.195.157
M025
Online
25
Student
272
1
1,400.04
2024-11-04 08:08:39
TX002245
AC00384
517.68
2023-04-05 17:52:24
Debit
Omaha
D000076
59.145.242.13
M066
ATM
31
Doctor
24
1
11,305.81
2024-11-04 08:08:06
TX002246
AC00329
36.25
2023-11-27 18:28:57
Debit
Tucson
D000284
188.205.152.176
M059
Branch
52
Doctor
76
1
193.06
2024-11-04 08:10:09
TX002247
AC00033
46.53
2023-06-22 17:27:50
Debit
San Francisco
D000287
133.67.250.163
M082
ATM
42
Engineer
34
1
4,468.12
2024-11-04 08:07:22
TX002248
AC00003
207.47
2023-10-02 18:57:19
Debit
Miami
D000643
147.234.20.46
M045
ATM
53
Doctor
12
1
1,688.9
2024-11-04 08:07:01
TX002249
AC00429
199.7
2023-04-03 18:41:57
Debit
Indianapolis
D000545
60.197.167.40
M084
ATM
43
Engineer
285
1
7,574.45
2024-11-04 08:08:58
TX002250
AC00488
307.89
2023-07-10 16:34:43
Credit
Nashville
D000260
136.250.159.93
M032
Online
62
Retired
90
1
2,637.55
2024-11-04 08:11:34
TX002251
AC00325
403.63
2023-06-08 16:56:16
Debit
Las Vegas
D000573
96.162.11.85
M042
Branch
31
Engineer
167
3
3,304.02
2024-11-04 08:07:58
TX002252
AC00359
20.06
2023-04-19 16:41:27
Debit
Memphis
D000184
206.168.209.111
M017
ATM
27
Student
144
1
445.21
2024-11-04 08:10:01
TX002253
AC00478
236.57
2023-09-01 17:51:34
Debit
Sacramento
D000656
173.135.78.201
M023
ATM
79
Retired
112
1
3,488.77
2024-11-04 08:06:31
TX002254
AC00236
0.32
2023-08-04 17:44:36
Debit
Boston
D000129
173.135.78.201
M033
ATM
39
Engineer
136
1
7,158.58
2024-11-04 08:09:57
TX002255
AC00085
14.28
2023-09-15 17:03:44
Debit
Phoenix
D000429
200.136.146.93
M059
ATM
23
Student
81
1
1,597.51
2024-11-04 08:07:23
TX002256
AC00349
232.35
2023-05-12 16:14:22
Credit
Atlanta
D000438
141.121.30.32
M048
Branch
33
Engineer
153
1
4,186.25
2024-11-04 08:08:22
TX002257
AC00314
317.53
2023-02-24 18:25:34
Debit
Miami
D000034
137.33.78.168
M070
Online
44
Engineer
104
1
6,237.68
2024-11-04 08:06:39
TX002258
AC00056
74.67
2023-05-15 17:37:32
Debit
Indianapolis
D000667
16.131.3.140
M074
ATM
43
Engineer
283
1
3,449.35
2024-11-04 08:11:01
TX002259
AC00399
65.01
2023-10-24 17:28:18
Credit
Austin
D000697
93.115.61.201
M004
Online
29
Doctor
67
1
10,235.19
2024-11-04 08:09:26
TX002260
AC00324
0.45
2023-07-26 17:29:24
Debit
Kansas City
D000334
5.50.152.168
M078
Branch
34
Engineer
172
1
8,670.23
2024-11-04 08:10:09
TX002261
AC00095
364.13
2023-02-03 16:06:00
Debit
Fort Worth
D000080
13.149.61.4
M070
ATM
63
Doctor
61
1
8,198
2024-11-04 08:10:23
TX002262
AC00086
340.13
2023-02-06 17:23:52
Debit
Mesa
D000203
165.35.58.173
M029
Branch
24
Student
32
3
1,149.74
2024-11-04 08:11:48
TX002263
AC00279
15.81
2023-03-02 18:36:55
Debit
Oklahoma City
D000606
96.24.89.146
M018
Branch
69
Doctor
11
4
8,384.85
2024-11-04 08:12:06
TX002264
AC00431
222.66
2023-06-28 16:05:19
Debit
Detroit
D000106
35.67.21.23
M038
Online
39
Doctor
88
1
14,466.38
2024-11-04 08:10:50
TX002265
AC00369
638.24
2023-03-09 18:04:32
Debit
Phoenix
D000225
29.168.185.63
M047
Branch
48
Engineer
64
1
5,695.78
2024-11-04 08:11:49
TX002266
AC00089
241.21
2023-09-25 16:37:04
Debit
Omaha
D000264
116.237.223.50
M037
ATM
31
Engineer
108
1
1,220.86
2024-11-04 08:09:16
TX002267
AC00035
171.16
2023-09-28 16:33:08
Debit
New York
D000459
147.119.62.178
M058
Online
51
Retired
42
1
6,126.5
2024-11-04 08:11:02
TX002268
AC00416
1,360.67
2023-04-19 16:38:41
Debit
Raleigh
D000017
164.75.163.220
M092
Branch
29
Engineer
118
1
2,861.65
2024-11-04 08:06:27
TX002269
AC00056
37.65
2023-09-25 17:29:01
Credit
San Jose
D000211
219.219.117.136
M062
Online
27
Student
109
1
411.78
2024-11-04 08:11:02
TX002270
AC00197
25.77
2023-10-02 16:32:31
Debit
Memphis
D000428
93.170.203.44
M054
Online
68
Retired
18
1
4,331.54
2024-11-04 08:06:40
TX002271
AC00396
789.8
2023-07-10 16:04:39
Debit
Jacksonville
D000271
63.82.133.139
M038
ATM
40
Doctor
94
1
13,948.09
2024-11-04 08:07:32
TX002272
AC00295
308.85
2023-11-29 18:03:46
Credit
Los Angeles
D000342
116.43.88.219
M030
Branch
20
Student
33
2
333.19
2024-11-04 08:08:15
TX002273
AC00268
1,454.52
2023-09-22 16:13:06
Debit
Miami
D000598
34.169.232.37
M088
ATM
27
Student
20
1
1,189.03
2024-11-04 08:07:18
TX002274
AC00357
806.97
2023-03-07 17:48:05
Debit
Seattle
D000691
193.221.15.59
M028
Online
25
Student
11
1
102.2
2024-11-04 08:08:53
TX002275
AC00490
364.81
2023-06-26 17:34:00
Debit
Charlotte
D000079
142.148.226.178
M027
Online
25
Student
53
1
1,145.23
2024-11-04 08:07:19
TX002276
AC00367
490.82
2023-06-01 18:04:35
Debit
Kansas City
D000573
17.36.132.202
M029
ATM
26
Engineer
114
1
8,704.27
2024-11-04 08:09:41
TX002277
AC00093
1,021.38
2023-01-27 18:59:43
Debit
Detroit
D000256
62.152.134.92
M013
Branch
61
Doctor
125
1
6,223.26
2024-11-04 08:08:46
TX002278
AC00177
311.28
2023-05-22 16:41:12
Debit
Atlanta
D000515
188.205.152.176
M045
Branch
49
Doctor
198
1
135.96
2024-11-04 08:09:13
TX002279
AC00118
85.03
2023-04-10 16:52:51
Debit
San Diego
D000109
160.65.101.37
M020
ATM
51
Retired
48
1
4,597.57
2024-11-04 08:06:59
TX002280
AC00183
307.75
2023-04-12 17:54:47
Debit
Detroit
D000612
39.129.125.110
M085
Branch
64
Doctor
63
1
1,061.58
2024-11-04 08:10:03
TX002281
AC00137
333.67
2023-07-06 18:09:06
Debit
Fort Worth
D000288
129.108.48.116
M037
Online
36
Engineer
68
1
9,238.08
2024-11-04 08:08:44
TX002282
AC00225
589.89
2023-10-20 16:29:44
Debit
Jacksonville
D000252
88.55.149.101
M028
Branch
56
Engineer
213
3
9,404.63
2024-11-04 08:12:03
TX002283
AC00191
372.08
2023-03-06 16:37:23
Debit
Houston
D000470
102.203.223.1
M032
Branch
66
Doctor
63
1
13,330.74
2024-11-04 08:12:15
TX002284
AC00373
502.9
2023-09-18 17:13:32
Credit
Fresno
D000384
135.73.131.111
M001
Online
26
Student
141
1
341.24
2024-11-04 08:08:40
TX002285
AC00167
103.81
2023-09-27 16:39:38
Debit
Oklahoma City
D000283
214.32.109.197
M098
ATM
36
Doctor
34
1
7,044.63
2024-11-04 08:11:54
TX002286
AC00149
69.43
2023-02-06 17:38:53
Debit
Las Vegas
D000472
134.247.5.188
M003
ATM
30
Engineer
162
1
9,281.85
2024-11-04 08:08:31
TX002287
AC00453
110.4
2023-09-21 16:52:18
Credit
San Diego
D000153
60.43.160.195
M033
ATM
56
Doctor
62
1
8,639.36
2024-11-04 08:08:33
TX002288
AC00253
275.65
2023-08-14 16:52:32
Credit
Atlanta
D000241
6.44.165.160
M013
Branch
28
Engineer
14
1
4,957.57
2024-11-04 08:08:18
TX002289
AC00149
336.01
2023-11-09 18:45:10
Debit
Colorado Springs
D000216
16.250.113.156
M043
Online
63
Doctor
121
4
9,938.2
2024-11-04 08:08:51
TX002290
AC00359
251.8
2023-04-03 16:14:34
Debit
Mesa
D000657
59.208.79.116
M020
ATM
62
Doctor
102
1
11,796.66
2024-11-04 08:10:15
TX002291
AC00050
334.07
2023-08-11 17:27:16
Debit
New York
D000440
100.4.40.132
M054
Branch
59
Engineer
200
1
7,306.79
2024-11-04 08:10:28
TX002292
AC00054
52.44
2023-09-06 18:56:24
Debit
Raleigh
D000427
101.223.82.253
M046
Online
27
Student
87
1
3,157.75
2024-11-04 08:09:31
TX002293
AC00388
1,030.85
2023-09-04 17:22:24
Debit
San Diego
D000645
121.67.144.20
M060
ATM
25
Student
39
1
1,941.8
2024-11-04 08:11:01
TX002294
AC00322
141.37
2023-07-21 16:54:10
Debit
Denver
D000119
52.196.112.199
M026
Online
46
Engineer
77
1
1,019.77
2024-11-04 08:11:41
TX002295
AC00140
211.7
2023-11-13 16:58:19
Credit
Chicago
D000157
59.127.135.25
M064
Online
50
Doctor
205
1
12,272.78
2024-11-04 08:07:08
TX002296
AC00138
61.4
2023-01-30 16:45:11
Debit
San Jose
D000599
63.191.171.41
M073
Branch
41
Engineer
20
2
7,892.87
2024-11-04 08:08:27
TX002297
AC00408
308.23
2023-04-17 16:12:22
Debit
Las Vegas
D000008
198.73.211.114
M058
ATM
60
Retired
23
1
4,150.63
2024-11-04 08:11:35
TX002298
AC00219
111.41
2023-12-27 17:18:17
Debit
Chicago
D000162
18.72.115.111
M079
Branch
21
Student
181
1
1,204.11
2024-11-04 08:10:44
TX002299
AC00339
675.49
2023-03-15 16:16:53
Debit
Charlotte
D000420
205.45.234.42
M065
ATM
61
Retired
159
1
1,893
2024-11-04 08:10:47
TX002300
AC00446
29.72
2023-07-19 17:16:18
Debit
San Antonio
D000132
203.99.96.114
M084
ATM
26
Student
38
1
1,059.62
2024-11-04 08:07:50