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8
8
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495 values
TransactionAmount
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0.26
1.92k
TransactionDate
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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
TX001101
AC00271
346.76
2023-12-29 16:32:37
Credit
San Jose
D000299
39.129.125.110
M055
Branch
21
Student
116
1
1,637.75
2024-11-04 08:09:55
TX001102
AC00462
47.48
2023-02-20 16:47:23
Debit
El Paso
D000198
196.244.194.198
M027
Branch
24
Student
66
1
585.52
2024-11-04 08:08:50
TX001103
AC00310
64.92
2023-05-19 18:47:11
Debit
Atlanta
D000110
186.57.149.225
M082
Branch
58
Engineer
236
1
5,481.76
2024-11-04 08:11:10
TX001104
AC00189
350.72
2023-08-02 16:37:39
Credit
Fresno
D000679
46.150.175.171
M035
ATM
28
Student
48
1
1,982.9
2024-11-04 08:07:16
TX001105
AC00328
3.8
2023-08-01 16:13:25
Debit
Charlotte
D000286
8.244.162.185
M057
Online
65
Doctor
174
1
5,766.96
2024-11-04 08:12:18
TX001106
AC00057
22.54
2023-08-29 16:19:14
Debit
El Paso
D000075
161.161.26.115
M044
Online
26
Engineer
42
1
7,139.11
2024-11-04 08:10:34
TX001107
AC00360
767.14
2023-08-29 16:24:23
Credit
Mesa
D000441
16.94.155.46
M039
Branch
62
Retired
38
1
4,732.57
2024-11-04 08:08:42
TX001108
AC00209
167.47
2023-12-01 17:45:19
Debit
Sacramento
D000002
175.166.115.182
M024
ATM
35
Engineer
103
1
2,293.13
2024-11-04 08:12:04
TX001109
AC00390
43.65
2023-10-30 16:23:34
Credit
Charlotte
D000236
41.82.55.163
M066
Branch
30
Engineer
212
1
2,870.67
2024-11-04 08:11:55
TX001110
AC00061
391.08
2023-04-28 17:12:06
Debit
Fresno
D000290
35.220.238.127
M029
Online
56
Retired
105
1
6,885.16
2024-11-04 08:10:52
TX001111
AC00345
390.77
2023-10-30 16:02:32
Debit
Portland
D000548
180.224.54.115
M045
Online
44
Doctor
34
1
5,500.56
2024-11-04 08:09:06
TX001112
AC00254
508.16
2023-03-28 18:19:10
Debit
Mesa
D000010
7.28.148.225
M038
ATM
39
Engineer
131
1
5,609.44
2024-11-04 08:09:54
TX001113
AC00271
36.76
2023-04-10 16:51:43
Credit
Philadelphia
D000380
58.1.27.124
M053
Online
65
Retired
108
1
1,228.93
2024-11-04 08:12:08
TX001114
AC00451
332.33
2023-06-20 17:05:38
Debit
Kansas City
D000128
52.1.78.30
M039
ATM
27
Student
101
1
192.63
2024-11-04 08:11:27
TX001115
AC00061
362.09
2023-02-27 16:59:07
Debit
New York
D000449
187.52.200.18
M093
Branch
32
Engineer
31
1
6,590.28
2024-11-04 08:07:38
TX001116
AC00245
42.58
2023-02-06 16:32:53
Debit
San Jose
D000388
214.247.164.80
M057
Online
30
Doctor
80
1
13,485
2024-11-04 08:10:23
TX001117
AC00105
122.35
2023-04-12 17:50:15
Credit
Atlanta
D000649
219.219.117.136
M008
Branch
53
Retired
188
1
6,472.5
2024-11-04 08:09:08
TX001118
AC00122
248.66
2023-02-03 17:46:54
Debit
Chicago
D000129
175.166.115.182
M058
Online
28
Engineer
113
1
2,571.39
2024-11-04 08:11:30
TX001119
AC00202
461.25
2023-08-28 17:32:47
Credit
Sacramento
D000612
136.172.149.77
M044
Online
54
Doctor
171
1
676.1
2024-11-04 08:09:11
TX001120
AC00423
61.77
2023-09-28 17:06:32
Debit
Charlotte
D000327
55.154.161.250
M082
Branch
56
Doctor
49
1
12,352.2
2024-11-04 08:11:35
TX001121
AC00362
268.92
2023-08-14 16:32:28
Debit
Chicago
D000127
199.6.127.153
M022
Branch
29
Engineer
148
1
8,765.38
2024-11-04 08:06:36
TX001122
AC00426
303.97
2023-02-02 16:55:25
Debit
Fort Worth
D000215
7.146.35.122
M056
Online
24
Student
77
5
1,590.88
2024-11-04 08:07:47
TX001123
AC00204
219.02
2024-01-01 16:30:58
Credit
San Diego
D000442
187.223.139.194
M093
Online
54
Engineer
68
1
7,375.73
2024-11-04 08:09:13
TX001124
AC00369
125.14
2023-08-28 17:19:18
Debit
Baltimore
D000133
48.89.167.189
M080
Branch
20
Student
31
1
1,845.18
2024-11-04 08:10:42
TX001125
AC00365
47.6
2023-02-23 18:42:51
Debit
Austin
D000591
163.58.140.206
M026
Online
53
Engineer
115
1
1,382.51
2024-11-04 08:08:20
TX001126
AC00063
592.82
2023-09-14 17:25:49
Debit
Memphis
D000450
193.108.17.115
M076
Online
74
Retired
248
1
7,508.98
2024-11-04 08:12:14
TX001127
AC00455
372.5
2023-10-16 18:15:48
Debit
Nashville
D000628
205.45.234.42
M073
ATM
22
Student
211
1
3,901.82
2024-11-04 08:10:26
TX001128
AC00415
4.72
2023-04-17 16:03:52
Debit
Fort Worth
D000610
45.64.74.86
M051
Branch
32
Engineer
20
1
4,792.01
2024-11-04 08:09:28
TX001129
AC00279
144.93
2023-05-16 16:32:00
Debit
Fresno
D000136
141.121.30.32
M093
Branch
42
Engineer
74
1
6,887.52
2024-11-04 08:09:18
TX001130
AC00262
316.56
2023-08-29 18:30:14
Debit
Denver
D000457
13.188.62.74
M052
Online
28
Engineer
261
1
8,643.51
2024-11-04 08:09:57
TX001131
AC00306
9.18
2023-07-06 18:10:59
Debit
San Francisco
D000535
82.88.241.226
M096
Online
22
Student
140
1
887.32
2024-11-04 08:09:48
TX001132
AC00164
421.25
2023-01-05 16:13:59
Debit
Fort Worth
D000422
156.134.123.253
M007
Online
25
Student
66
1
7,174.69
2024-11-04 08:07:46
TX001133
AC00236
185.71
2023-08-07 16:15:16
Debit
Virginia Beach
D000635
32.71.250.58
M084
Branch
48
Engineer
194
1
2,679.91
2024-11-04 08:09:41
TX001134
AC00095
1,432.02
2023-09-08 17:50:09
Debit
Louisville
D000263
105.87.212.115
M081
Branch
60
Retired
138
1
4,315.07
2024-11-04 08:09:36
TX001135
AC00016
26.27
2023-03-17 16:22:52
Credit
Portland
D000332
62.27.235.199
M027
Online
45
Engineer
177
1
8,853.93
2024-11-04 08:10:21
TX001136
AC00386
297.03
2023-09-08 17:08:30
Debit
Austin
D000329
198.39.35.23
M041
Online
61
Retired
151
1
1,088.62
2024-11-04 08:10:10
TX001137
AC00032
341.67
2023-03-06 16:45:24
Debit
Omaha
D000160
140.94.123.72
M037
Branch
53
Retired
96
5
1,442.29
2024-11-04 08:09:03
TX001138
AC00152
99.52
2023-04-10 17:49:04
Debit
San Diego
D000335
24.181.236.233
M083
ATM
52
Engineer
127
1
3,798.09
2024-11-04 08:11:40
TX001139
AC00020
881.1
2023-11-13 16:46:06
Debit
Phoenix
D000309
87.50.72.69
M093
Branch
28
Student
16
1
9,951.68
2024-11-04 08:08:10
TX001140
AC00360
139.69
2023-06-15 17:22:42
Debit
Indianapolis
D000502
147.119.62.178
M025
Online
52
Engineer
180
1
9,567.94
2024-11-04 08:07:56
TX001141
AC00286
42.72
2023-08-17 16:55:10
Debit
Nashville
D000193
186.135.2.148
M001
ATM
37
Engineer
143
1
2,669.66
2024-11-04 08:06:59
TX001142
AC00241
112.72
2023-03-27 16:34:18
Debit
Washington
D000602
189.248.139.91
M028
Branch
31
Doctor
17
1
9,630
2024-11-04 08:12:19
TX001143
AC00331
568.88
2023-02-10 16:28:47
Debit
Nashville
D000321
213.15.9.253
M076
Branch
19
Student
105
1
1,307.86
2024-11-04 08:08:34
TX001144
AC00258
189.03
2023-04-20 17:54:10
Debit
Oklahoma City
D000074
41.82.55.163
M046
ATM
28
Student
50
1
1,916.46
2024-11-04 08:09:07
TX001145
AC00040
199.8
2023-07-24 16:18:50
Debit
Detroit
D000138
35.246.53.10
M038
ATM
20
Student
163
1
167.28
2024-11-04 08:11:34
TX001146
AC00143
189.08
2023-03-13 16:13:13
Debit
Miami
D000641
210.136.14.108
M011
Branch
68
Doctor
238
1
10,790.8
2024-11-04 08:08:48
TX001147
AC00068
958.9
2023-07-04 16:30:15
Debit
Memphis
D000183
160.212.125.105
M097
Branch
31
Engineer
135
1
9,977.49
2024-11-04 08:06:56
TX001148
AC00052
409.59
2023-03-20 16:08:11
Debit
Albuquerque
D000430
137.33.78.168
M042
Online
35
Doctor
50
1
14,563.02
2024-11-04 08:11:25
TX001149
AC00352
349.34
2023-01-09 16:53:25
Credit
Indianapolis
D000402
199.59.68.207
M047
ATM
28
Student
245
1
614.14
2024-11-04 08:10:29
TX001150
AC00254
283.15
2023-08-11 16:31:43
Debit
Baltimore
D000383
36.77.94.252
M089
Online
24
Student
180
1
603.79
2024-11-04 08:11:16
TX001151
AC00100
151.82
2023-07-17 16:32:45
Debit
Chicago
D000347
165.114.224.47
M013
ATM
51
Retired
105
1
2,197.12
2024-11-04 08:11:54
TX001152
AC00412
438.59
2023-10-30 17:48:09
Debit
San Jose
D000347
193.217.248.188
M035
Online
37
Engineer
103
1
8,994.39
2024-11-04 08:09:32
TX001153
AC00012
590.57
2023-06-28 16:07:37
Debit
Milwaukee
D000540
150.231.20.169
M050
ATM
79
Retired
93
1
3,224.6
2024-11-04 08:07:19
TX001154
AC00353
63.74
2023-09-12 17:50:26
Debit
Chicago
D000658
100.128.70.210
M092
Online
63
Retired
31
1
4,336.4
2024-11-04 08:08:53
TX001155
AC00445
77.02
2023-08-17 16:18:22
Credit
Miami
D000560
195.237.152.198
M053
Online
59
Doctor
132
1
800.83
2024-11-04 08:07:54
TX001156
AC00281
501.15
2023-08-21 18:07:14
Debit
Phoenix
D000322
180.224.54.115
M088
Branch
47
Engineer
208
1
8,821.84
2024-11-04 08:11:33
TX001157
AC00211
917.81
2023-08-30 18:38:56
Debit
Kansas City
D000217
42.61.10.112
M047
ATM
64
Retired
75
2
3,173.17
2024-11-04 08:09:46
TX001158
AC00379
8.95
2023-10-04 16:01:18
Debit
Oklahoma City
D000686
11.167.243.171
M008
Online
76
Retired
102
1
3,299.84
2024-11-04 08:09:45
TX001159
AC00108
173.6
2023-11-28 16:38:08
Debit
Austin
D000165
151.247.130.190
M043
Online
21
Student
160
1
421.44
2024-11-04 08:09:35
TX001160
AC00243
149.4
2023-05-02 16:30:52
Debit
Chicago
D000077
154.138.163.229
M039
ATM
53
Retired
123
1
1,035.22
2024-11-04 08:10:16
TX001161
AC00032
388.21
2023-12-19 16:39:57
Credit
Columbus
D000387
145.246.171.225
M013
Branch
53
Doctor
237
1
9,724.49
2024-11-04 08:08:17
TX001162
AC00460
484.3
2023-10-17 17:46:52
Credit
Boston
D000407
93.160.83.196
M026
Online
61
Retired
230
3
7,910.3
2024-11-04 08:11:08
TX001163
AC00459
126.04
2023-06-19 16:38:13
Credit
Charlotte
D000258
221.169.49.152
M019
Branch
65
Retired
167
1
6,041.69
2024-11-04 08:08:06
TX001164
AC00309
52.04
2023-07-27 16:28:26
Credit
Colorado Springs
D000310
105.87.212.115
M070
Branch
50
Doctor
31
1
8,436.12
2024-11-04 08:07:38
TX001165
AC00109
389.7
2023-03-10 16:40:00
Credit
Austin
D000423
155.164.18.235
M030
Branch
62
Doctor
216
1
7,125.15
2024-11-04 08:10:42
TX001166
AC00393
161.1
2023-04-10 17:28:48
Credit
Miami
D000001
117.67.192.211
M002
ATM
19
Student
104
1
239.12
2024-11-04 08:10:34
TX001167
AC00175
309.77
2023-05-08 16:31:56
Credit
San Antonio
D000384
40.10.25.102
M010
Online
67
Retired
137
1
4,378.14
2024-11-04 08:06:24
TX001168
AC00010
838.57
2023-06-26 16:08:25
Debit
Phoenix
D000430
115.30.82.168
M040
ATM
41
Doctor
273
1
14,576.47
2024-11-04 08:11:25
TX001169
AC00120
202.55
2023-11-14 18:49:52
Debit
Dallas
D000028
51.250.46.149
M029
ATM
21
Student
34
2
701.73
2024-11-04 08:09:12
TX001170
AC00477
724.18
2023-02-06 16:07:26
Debit
Fort Worth
D000144
104.155.121.252
M002
Branch
41
Doctor
134
1
10,922.78
2024-11-04 08:08:21
TX001171
AC00410
124.98
2023-02-21 16:52:16
Debit
Washington
D000424
40.192.99.27
M062
ATM
24
Student
78
1
642
2024-11-04 08:08:27
TX001172
AC00044
487.32
2023-10-19 18:11:23
Debit
Kansas City
D000345
35.73.67.98
M005
Branch
52
Doctor
164
1
7,707.96
2024-11-04 08:09:23
TX001173
AC00490
635.91
2023-11-28 16:55:41
Credit
Jacksonville
D000281
155.37.19.43
M074
Branch
46
Doctor
78
1
13,267.09
2024-11-04 08:10:43
TX001174
AC00342
205.65
2023-07-13 16:44:25
Debit
Houston
D000105
157.164.245.130
M080
Branch
62
Retired
144
1
3,582.16
2024-11-04 08:09:27
TX001175
AC00462
39.41
2023-11-27 16:27:56
Debit
Louisville
D000356
58.190.9.136
M030
Branch
25
Student
132
1
921.91
2024-11-04 08:11:02
TX001176
AC00267
254
2023-05-15 17:33:32
Debit
Nashville
D000436
49.31.186.82
M098
Branch
35
Doctor
63
1
5,788.53
2024-11-04 08:08:07
TX001177
AC00363
436.8
2023-11-16 16:30:01
Debit
Houston
D000033
153.178.166.93
M098
Branch
36
Engineer
213
1
4,515.43
2024-11-04 08:06:59
TX001178
AC00211
224.73
2023-02-09 16:27:52
Debit
Miami
D000005
3.102.127.165
M002
Branch
76
Retired
63
1
7,551.89
2024-11-04 08:08:39
TX001179
AC00204
752.69
2023-05-29 18:55:01
Credit
Dallas
D000181
1.98.25.114
M056
ATM
65
Doctor
115
1
14,489.69
2024-11-04 08:09:14
TX001180
AC00456
78.5
2023-02-14 16:06:36
Credit
San Jose
D000574
166.41.54.117
M007
Branch
31
Doctor
41
1
13,991.5
2024-11-04 08:11:54
TX001181
AC00016
50
2023-02-24 18:05:12
Credit
Jacksonville
D000309
150.231.20.169
M018
ATM
53
Doctor
87
1
185.87
2024-11-04 08:11:22
TX001182
AC00093
132.42
2023-07-24 16:22:38
Debit
Denver
D000019
203.174.215.229
M069
ATM
18
Student
164
1
726.39
2024-11-04 08:11:58
TX001183
AC00401
11.67
2023-11-13 16:30:21
Debit
Fort Worth
D000017
43.98.242.106
M078
Branch
76
Retired
105
1
7,458.63
2024-11-04 08:10:20
TX001184
AC00366
83.16
2023-08-16 16:11:56
Debit
Los Angeles
D000037
45.64.74.86
M091
ATM
61
Retired
177
1
3,065.87
2024-11-04 08:08:46
TX001185
AC00107
149.02
2023-09-01 16:35:51
Credit
Fort Worth
D000346
199.59.68.207
M019
Branch
46
Engineer
176
1
9,379.72
2024-11-04 08:06:40
TX001186
AC00060
74.27
2023-07-13 17:17:07
Credit
Memphis
D000249
190.164.160.79
M090
Online
59
Doctor
148
1
13,696.61
2024-11-04 08:11:20
TX001187
AC00384
876.57
2023-09-11 16:16:06
Credit
Portland
D000359
195.164.171.146
M056
ATM
62
Retired
118
1
3,743.63
2024-11-04 08:06:54
TX001188
AC00483
615.58
2023-09-25 16:40:00
Debit
Jacksonville
D000649
168.55.199.214
M059
ATM
42
Doctor
133
1
14,343
2024-11-04 08:10:55
TX001189
AC00126
643.03
2023-08-01 16:23:37
Credit
Jacksonville
D000384
104.155.121.252
M002
Online
36
Engineer
52
1
2,882.16
2024-11-04 08:08:22
TX001190
AC00437
7.95
2023-01-09 16:45:12
Debit
Phoenix
D000147
101.120.142.50
M087
ATM
79
Retired
65
1
5,631.2
2024-11-04 08:10:06
TX001191
AC00382
270.92
2023-04-21 17:03:13
Credit
Louisville
D000108
171.101.134.74
M066
Branch
77
Retired
143
1
4,574.43
2024-11-04 08:06:51
TX001192
AC00339
499.48
2023-01-17 16:57:06
Debit
Charlotte
D000242
200.13.225.150
M012
ATM
24
Student
133
1
1,242.62
2024-11-04 08:08:44
TX001193
AC00498
841.5
2023-05-22 16:33:16
Credit
Atlanta
D000659
207.157.126.125
M020
Branch
25
Student
287
1
352.31
2024-11-04 08:09:07
TX001194
AC00178
138.82
2023-10-16 16:12:20
Debit
Fort Worth
D000493
83.207.115.164
M030
Online
77
Retired
53
1
3,100.22
2024-11-04 08:11:48
TX001195
AC00201
231.46
2023-06-08 16:42:30
Credit
Miami
D000135
77.208.193.198
M047
Branch
60
Engineer
83
1
4,707.24
2024-11-04 08:08:31
TX001196
AC00124
292.08
2023-12-29 18:07:04
Debit
Columbus
D000631
218.54.207.160
M067
ATM
72
Retired
32
1
7,950.48
2024-11-04 08:09:34
TX001197
AC00404
63.98
2023-10-30 16:01:43
Debit
Baltimore
D000150
182.225.2.156
M026
Online
54
Doctor
258
1
7,954.12
2024-11-04 08:06:53
TX001198
AC00347
235.21
2023-10-16 16:44:52
Debit
Boston
D000300
106.244.1.47
M007
Branch
67
Doctor
74
1
5,946.61
2024-11-04 08:10:59
TX001199
AC00480
201.73
2023-09-05 18:45:22
Debit
Baltimore
D000246
214.67.148.245
M096
Online
57
Engineer
78
1
6,650.71
2024-11-04 08:12:07
TX001200
AC00303
161.31
2023-09-11 16:24:57
Debit
Nashville
D000577
34.86.220.205
M051
ATM
28
Student
13
1
1,268.67
2024-11-04 08:08:54