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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
TX000201
AC00113
307.41
2023-06-12 17:32:52
Debit
Los Angeles
D000014
1.7.29.72
M007
ATM
19
Student
14
1
1,057
2024-11-04 08:09:48
TX000202
AC00010
11.18
2023-11-30 16:52:42
Debit
Atlanta
D000129
16.51.235.240
M017
Online
43
Doctor
161
1
5,956.89
2024-11-04 08:10:20
TX000203
AC00499
313.82
2023-11-15 18:57:38
Debit
Tucson
D000357
179.43.245.131
M097
Branch
59
Engineer
151
1
7,261.59
2024-11-04 08:08:42
TX000204
AC00380
51
2023-01-30 16:00:38
Debit
Seattle
D000199
193.217.248.188
M063
Branch
64
Retired
107
1
4,943.16
2024-11-04 08:08:23
TX000205
AC00452
140.98
2023-05-25 16:34:22
Debit
Memphis
D000374
192.95.36.246
M059
Branch
60
Engineer
100
1
8,127.48
2024-11-04 08:12:13
TX000206
AC00020
288.04
2023-08-24 16:47:21
Debit
Denver
D000582
205.69.66.135
M092
ATM
68
Retired
63
1
1,748.02
2024-11-04 08:10:00
TX000207
AC00181
800.55
2023-05-04 16:21:31
Debit
Oklahoma City
D000657
8.244.162.185
M062
ATM
31
Engineer
108
1
9,660.22
2024-11-04 08:06:49
TX000208
AC00370
485.54
2023-02-06 17:46:59
Debit
Houston
D000589
140.212.253.222
M061
ATM
46
Engineer
143
1
6,371.51
2024-11-04 08:11:46
TX000209
AC00453
521.15
2023-02-17 18:16:05
Debit
Kansas City
D000108
166.7.230.111
M084
ATM
54
Doctor
214
1
9,442.47
2024-11-04 08:07:31
TX000210
AC00339
321.79
2023-08-07 17:30:33
Credit
Raleigh
D000537
86.103.2.29
M056
ATM
63
Retired
61
1
5,959.2
2024-11-04 08:10:01
TX000211
AC00249
304.93
2023-02-24 16:23:22
Debit
Portland
D000700
21.190.11.223
M098
ATM
65
Doctor
158
1
13,531.22
2024-11-04 08:08:15
TX000212
AC00479
432.08
2023-07-31 16:04:55
Debit
El Paso
D000073
40.192.99.27
M044
ATM
40
Doctor
145
1
11,500.62
2024-11-04 08:11:46
TX000213
AC00301
694.2
2023-12-07 16:20:08
Debit
Milwaukee
D000007
27.143.109.203
M035
ATM
61
Retired
72
1
1,389.37
2024-11-04 08:07:23
TX000214
AC00380
116.86
2023-03-20 18:28:48
Debit
Louisville
D000531
184.146.10.88
M088
ATM
55
Engineer
171
1
6,706.56
2024-11-04 08:12:15
TX000215
AC00130
386.81
2023-03-03 18:02:52
Credit
Detroit
D000248
34.169.232.37
M039
Online
57
Doctor
149
1
7,175.29
2024-11-04 08:10:50
TX000216
AC00006
74.88
2023-05-24 16:25:50
Debit
Atlanta
D000139
161.161.26.115
M026
ATM
25
Student
202
1
420.67
2024-11-04 08:07:46
TX000217
AC00096
195.76
2023-05-22 16:17:19
Debit
Philadelphia
D000517
119.163.214.161
M056
Branch
75
Retired
99
1
7,323.53
2024-11-04 08:09:48
TX000218
AC00108
134.7
2023-08-21 16:03:18
Debit
Fort Worth
D000637
155.19.119.0
M074
ATM
50
Doctor
106
1
8,395.85
2024-11-04 08:11:07
TX000219
AC00070
890.24
2023-07-07 18:03:43
Credit
Las Vegas
D000223
28.149.72.129
M029
Online
33
Engineer
161
1
5,140.93
2024-11-04 08:07:32
TX000220
AC00417
361.27
2023-01-06 17:01:53
Debit
Omaha
D000676
78.100.105.143
M088
ATM
63
Doctor
180
1
7,945.57
2024-11-04 08:10:07
TX000221
AC00391
131.56
2023-10-19 16:42:37
Debit
Charlotte
D000203
27.215.118.94
M014
Branch
44
Doctor
42
1
5,873.54
2024-11-04 08:07:12
TX000222
AC00414
485.51
2023-11-28 16:49:27
Credit
Milwaukee
D000460
91.204.200.167
M097
Online
76
Retired
37
1
3,074.45
2024-11-04 08:08:02
TX000223
AC00004
547.87
2023-07-10 17:15:27
Debit
Columbus
D000183
188.205.152.176
M064
ATM
64
Retired
131
1
6,155.76
2024-11-04 08:10:31
TX000224
AC00047
457.3
2023-06-26 18:25:21
Debit
Virginia Beach
D000214
62.27.235.199
M042
Online
28
Engineer
15
1
8,318.29
2024-11-04 08:07:53
TX000225
AC00198
506.24
2023-01-13 16:44:26
Debit
Chicago
D000315
136.104.90.223
M077
ATM
58
Engineer
64
1
230.09
2024-11-04 08:11:40
TX000226
AC00314
486.59
2023-12-19 16:55:17
Debit
Indianapolis
D000029
129.102.184.189
M017
Branch
57
Retired
119
1
2,513.56
2024-11-04 08:10:02
TX000227
AC00212
163.68
2023-09-28 16:20:57
Debit
San Diego
D000440
35.67.21.23
M087
Branch
41
Doctor
292
1
10,090.05
2024-11-04 08:11:01
TX000228
AC00115
581.65
2023-01-09 16:54:58
Debit
Boston
D000666
80.92.209.207
M009
ATM
22
Student
176
1
480.19
2024-11-04 08:09:39
TX000229
AC00055
52.01
2023-11-07 16:46:04
Debit
Mesa
D000652
178.34.103.183
M019
ATM
48
Doctor
85
1
1,120.88
2024-11-04 08:11:27
TX000230
AC00427
630.24
2023-11-29 18:10:30
Debit
Boston
D000548
12.246.170.239
M054
ATM
21
Student
62
1
370.81
2024-11-04 08:11:52
TX000231
AC00401
523.74
2023-11-02 16:36:37
Debit
Oklahoma City
D000551
216.151.64.40
M099
ATM
43
Doctor
159
1
13,498.55
2024-11-04 08:06:52
TX000232
AC00430
705.6
2023-02-20 18:41:43
Debit
Phoenix
D000103
205.45.234.42
M071
Branch
40
Doctor
124
3
14,804.7
2024-11-04 08:09:04
TX000233
AC00299
217.5
2023-10-23 18:54:48
Credit
Denver
D000485
101.90.40.193
M043
Branch
46
Engineer
35
1
3,057.4
2024-11-04 08:06:58
TX000234
AC00345
91.48
2023-01-23 16:50:31
Debit
Fort Worth
D000295
160.74.183.38
M081
ATM
51
Doctor
141
1
14,942.78
2024-11-04 08:09:17
TX000235
AC00430
5.25
2023-11-13 18:26:24
Debit
San Jose
D000571
93.170.203.44
M010
ATM
39
Doctor
49
1
14,143.32
2024-11-04 08:12:22
TX000236
AC00175
54.03
2023-09-19 17:16:46
Credit
Milwaukee
D000519
161.25.82.11
M087
ATM
56
Retired
161
1
6,736.3
2024-11-04 08:07:36
TX000237
AC00177
736.73
2023-11-27 16:05:27
Debit
Memphis
D000167
107.247.202.71
M037
Branch
48
Engineer
10
1
3,313.07
2024-11-04 08:10:54
TX000238
AC00225
368.91
2023-03-10 17:49:57
Debit
Virginia Beach
D000221
218.238.171.184
M082
Branch
54
Doctor
14
1
829.71
2024-11-04 08:10:28
TX000239
AC00394
33.06
2023-01-17 16:03:41
Credit
Fort Worth
D000417
63.67.150.226
M045
Online
53
Retired
170
1
1,540.87
2024-11-04 08:06:43
TX000240
AC00026
66.5
2023-05-04 16:44:56
Credit
Louisville
D000419
13.88.251.53
M098
Online
32
Engineer
144
1
6,820.23
2024-11-04 08:08:06
TX000241
AC00076
177.08
2023-01-06 17:16:44
Debit
Las Vegas
D000450
176.96.83.253
M014
Online
35
Doctor
85
1
13,475.14
2024-11-04 08:12:21
TX000242
AC00215
588.54
2023-02-06 17:57:28
Debit
Portland
D000609
211.97.88.141
M031
Branch
32
Engineer
130
1
714.45
2024-11-04 08:10:37
TX000243
AC00202
173.5
2023-10-23 17:16:20
Debit
Nashville
D000235
32.13.122.242
M052
ATM
21
Student
282
1
1,306.91
2024-11-04 08:11:52
TX000244
AC00400
78.33
2023-07-31 16:13:12
Credit
Memphis
D000191
85.240.254.83
M069
Online
56
Engineer
189
1
7,255.33
2024-11-04 08:08:18
TX000245
AC00004
40.66
2024-01-01 16:08:49
Debit
Louisville
D000214
148.25.159.90
M061
Branch
59
Retired
156
1
1,153.84
2024-11-04 08:11:28
TX000246
AC00260
97.22
2023-02-20 17:30:19
Credit
Atlanta
D000507
188.205.152.176
M063
Branch
77
Retired
55
1
6,647.73
2024-11-04 08:11:17
TX000247
AC00415
34.07
2023-11-06 17:22:58
Debit
Philadelphia
D000158
29.168.185.63
M080
Branch
22
Student
81
1
8,709.77
2024-11-04 08:07:21
TX000248
AC00337
492.06
2023-10-19 16:14:15
Debit
Fresno
D000411
60.166.231.236
M012
Online
23
Student
74
1
857.9
2024-11-04 08:09:56
TX000249
AC00253
842.01
2023-09-12 16:43:27
Credit
Virginia Beach
D000209
62.152.134.92
M015
Online
53
Doctor
185
1
509.45
2024-11-04 08:08:33
TX000250
AC00126
73.55
2023-01-09 16:09:48
Debit
Atlanta
D000210
196.121.240.10
M086
ATM
51
Engineer
158
1
2,812.06
2024-11-04 08:11:21
TX000251
AC00304
760.53
2023-09-04 18:13:25
Debit
Phoenix
D000651
177.116.108.246
M005
Online
57
Engineer
118
1
6,179.91
2024-11-04 08:09:35
TX000252
AC00470
273.08
2023-01-30 16:09:08
Credit
Houston
D000534
150.231.20.169
M007
Branch
26
Engineer
134
1
6,609.3
2024-11-04 08:07:57
TX000253
AC00041
371.69
2023-12-22 16:27:49
Debit
San Francisco
D000374
124.180.225.109
M020
Branch
67
Retired
143
1
3,484.32
2024-11-04 08:09:59
TX000254
AC00442
218.96
2023-08-30 16:11:47
Debit
Seattle
D000556
52.196.112.199
M021
ATM
18
Student
13
1
754.21
2024-11-04 08:10:35
TX000255
AC00430
227.39
2023-12-25 16:58:19
Debit
Atlanta
D000207
96.115.67.230
M010
Online
18
Student
65
1
751.09
2024-11-04 08:11:36
TX000256
AC00258
237.99
2023-05-08 16:45:11
Credit
Kansas City
D000563
168.55.35.243
M043
Branch
39
Doctor
86
1
8,510.09
2024-11-04 08:11:36
TX000257
AC00073
186.6
2023-07-04 16:27:23
Debit
Washington
D000149
52.1.78.30
M037
Online
58
Doctor
13
1
1,508.72
2024-11-04 08:06:24
TX000258
AC00430
341.15
2023-02-13 17:18:15
Debit
San Jose
D000453
6.44.165.160
M042
Online
18
Student
148
1
511.37
2024-11-04 08:10:09
TX000259
AC00363
434.58
2023-09-06 16:28:38
Debit
Memphis
D000136
80.92.209.207
M091
ATM
59
Doctor
215
1
12,648.32
2024-11-04 08:08:15
TX000260
AC00307
312.88
2023-05-26 18:12:50
Credit
Portland
D000503
201.114.165.141
M040
Branch
54
Engineer
44
1
233.21
2024-11-04 08:07:23
TX000261
AC00085
75.15
2023-09-18 17:31:23
Debit
Boston
D000014
135.29.211.116
M094
ATM
23
Student
154
1
1,092.92
2024-11-04 08:11:00
TX000262
AC00448
23.3
2023-08-14 18:13:38
Debit
Los Angeles
D000385
111.226.226.202
M061
ATM
59
Engineer
161
1
6,711.15
2024-11-04 08:08:06
TX000263
AC00194
47.38
2023-02-08 18:18:07
Credit
Seattle
D000388
150.231.20.169
M061
Online
25
Student
61
1
459.37
2024-11-04 08:07:05
TX000264
AC00319
512.81
2023-07-19 16:57:01
Debit
Sacramento
D000611
82.75.200.117
M004
Branch
79
Retired
30
1
6,994.34
2024-11-04 08:11:58
TX000265
AC00366
488.15
2023-07-31 16:01:00
Debit
Louisville
D000257
81.102.230.41
M098
Branch
43
Engineer
168
1
7,071.09
2024-11-04 08:11:13
TX000266
AC00338
12.82
2023-04-05 18:37:10
Debit
Fort Worth
D000482
152.234.65.155
M055
ATM
44
Engineer
156
1
9,045.19
2024-11-04 08:08:25
TX000267
AC00178
66.9
2023-04-17 16:50:45
Credit
Charlotte
D000221
138.210.196.19
M021
Online
79
Retired
129
4
5,238.71
2024-11-04 08:10:39
TX000268
AC00424
535.91
2023-07-07 16:38:12
Debit
Las Vegas
D000583
104.80.232.55
M097
Online
43
Engineer
22
1
9,642.12
2024-11-04 08:10:49
TX000269
AC00147
270.72
2023-07-03 18:01:00
Credit
Washington
D000508
26.240.219.199
M094
Online
26
Engineer
53
1
6,263.96
2024-11-04 08:11:05
TX000270
AC00171
97.98
2023-02-06 16:09:48
Debit
Denver
D000470
211.42.9.0
M033
Branch
72
Retired
18
1
7,460.33
2024-11-04 08:08:43
TX000271
AC00023
196.08
2023-08-25 16:52:28
Debit
San Francisco
D000623
198.73.211.114
M088
Online
61
Retired
98
1
4,233.82
2024-11-04 08:06:31
TX000272
AC00263
251.18
2023-06-01 16:51:11
Debit
San Jose
D000056
134.222.122.238
M058
ATM
42
Engineer
246
1
8,303.9
2024-11-04 08:07:55
TX000273
AC00423
44.52
2023-03-28 18:30:25
Debit
El Paso
D000618
89.21.156.229
M081
Online
28
Student
205
1
314.28
2024-11-04 08:10:28
TX000274
AC00455
178.87
2023-05-23 16:03:54
Debit
Baltimore
D000663
134.247.5.188
M001
Online
35
Doctor
180
1
5,241.23
2024-11-04 08:10:16
TX000275
AC00454
1,176.28
2023-12-20 16:08:02
Credit
Kansas City
D000476
50.202.8.53
M074
ATM
54
Engineer
174
5
323.69
2024-11-04 08:11:44
TX000276
AC00055
386.68
2023-10-31 16:48:01
Debit
New York
D000453
207.157.126.125
M019
Branch
46
Doctor
128
1
6,863.06
2024-11-04 08:06:28
TX000277
AC00403
167.14
2023-04-24 18:33:29
Debit
Denver
D000231
125.89.163.224
M049
Online
76
Retired
20
1
3,877.73
2024-11-04 08:06:26
TX000278
AC00220
345.22
2023-09-05 16:55:47
Debit
Fresno
D000217
164.75.163.220
M025
Branch
69
Retired
253
1
4,046.58
2024-11-04 08:07:36
TX000279
AC00009
74.85
2023-12-25 17:19:08
Debit
Raleigh
D000526
191.82.103.198
M091
ATM
72
Retired
117
1
2,409.73
2024-11-04 08:11:49
TX000280
AC00445
671.73
2023-10-16 16:15:54
Debit
Washington
D000641
112.56.160.202
M071
Branch
58
Engineer
54
1
5,211.88
2024-11-04 08:12:04
TX000281
AC00133
255.04
2023-11-23 16:15:59
Debit
Seattle
D000206
98.39.212.221
M084
ATM
45
Engineer
152
1
6,217.86
2024-11-04 08:11:38
TX000282
AC00362
45.77
2023-02-09 17:50:23
Debit
Philadelphia
D000484
85.239.236.80
M066
Online
25
Student
109
1
5,978.12
2024-11-04 08:08:01
TX000283
AC00026
329.69
2023-01-09 16:54:30
Credit
San Antonio
D000278
146.69.70.214
M088
Online
26
Student
66
1
1,671.66
2024-11-04 08:09:49
TX000284
AC00387
362.04
2023-07-10 16:37:11
Credit
Philadelphia
D000145
52.1.78.30
M059
Branch
58
Doctor
198
2
8,421.88
2024-11-04 08:08:47
TX000285
AC00451
11.92
2023-10-09 17:48:55
Debit
San Diego
D000678
192.95.36.246
M063
Branch
53
Doctor
52
1
14,611.9
2024-11-04 08:11:22
TX000286
AC00033
47.42
2023-12-19 16:46:08
Debit
San Diego
D000249
41.0.10.107
M012
ATM
64
Doctor
28
1
8,253.52
2024-11-04 08:08:56
TX000287
AC00087
35.99
2023-01-19 16:14:12
Debit
Miami
D000270
162.207.77.170
M023
Branch
63
Retired
129
1
4,489.79
2024-11-04 08:09:17
TX000288
AC00159
151.19
2023-05-05 16:04:36
Credit
New York
D000658
217.233.219.196
M061
Branch
37
Doctor
96
1
11,903.82
2024-11-04 08:11:16
TX000289
AC00177
242.62
2023-07-10 16:40:15
Credit
San Francisco
D000332
138.87.180.254
M094
Online
22
Student
234
1
483.02
2024-11-04 08:07:09
TX000290
AC00093
48.72
2023-09-29 18:54:28
Debit
Virginia Beach
D000567
158.135.64.240
M063
Branch
21
Student
17
1
816.08
2024-11-04 08:07:27
TX000291
AC00427
43.46
2023-07-21 17:02:42
Debit
Boston
D000263
21.190.11.223
M020
ATM
25
Student
80
1
578.06
2024-11-04 08:10:45
TX000292
AC00284
1,036.21
2023-07-21 18:54:14
Debit
Omaha
D000129
93.218.115.132
M067
Online
25
Student
126
1
477.3
2024-11-04 08:12:22
TX000293
AC00189
443.79
2023-10-09 18:28:04
Debit
Las Vegas
D000407
198.39.35.23
M099
ATM
53
Retired
87
1
3,133.85
2024-11-04 08:11:16
TX000294
AC00495
365.14
2023-12-01 18:46:28
Debit
Dallas
D000640
173.232.121.213
M002
Online
68
Retired
57
1
5,894.09
2024-11-04 08:07:25
TX000295
AC00148
757.41
2023-05-05 16:31:53
Debit
Los Angeles
D000383
125.89.163.224
M048
ATM
22
Student
37
1
9,532.42
2024-11-04 08:09:03
TX000296
AC00272
20.54
2023-08-21 18:09:24
Debit
Fort Worth
D000348
171.101.134.74
M055
Branch
51
Engineer
72
1
5,327.03
2024-11-04 08:07:28
TX000297
AC00381
475.36
2023-10-02 16:03:09
Debit
Phoenix
D000540
132.127.5.187
M018
ATM
34
Engineer
105
1
2,000.6
2024-11-04 08:06:59
TX000298
AC00110
34.74
2023-06-26 16:40:21
Debit
San Francisco
D000320
82.88.241.226
M072
ATM
56
Retired
24
1
6,827.57
2024-11-04 08:11:03
TX000299
AC00495
689.54
2023-03-06 16:46:57
Debit
Oklahoma City
D000395
89.6.100.149
M038
Branch
27
Student
93
1
1,633.76
2024-11-04 08:08:53
TX000300
AC00035
211.18
2023-10-16 16:09:47
Debit
Washington
D000428
64.89.183.39
M059
ATM
73
Retired
90
1
4,069.17
2024-11-04 08:11:50