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8
8
AccountID
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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
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3 values
CustomerAge
int64
18
80
CustomerOccupation
stringclasses
4 values
TransactionDuration
int64
10
300
LoginAttempts
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1
5
AccountBalance
float64
101
15k
PreviousTransactionDate
stringclasses
360 values
TX002501
AC00375
325.6
2023-09-26 16:15:36
Debit
Dallas
D000389
145.76.10.8
M026
ATM
69
Doctor
88
1
13,777.1
2024-11-04 08:10:49
TX002502
AC00216
235.83
2023-09-01 16:26:50
Credit
Memphis
D000299
157.47.114.20
M012
Online
53
Engineer
169
1
4,120.75
2024-11-04 08:08:53
TX002503
AC00069
603.54
2023-04-21 16:22:38
Debit
Albuquerque
D000321
112.86.148.212
M029
Online
44
Doctor
26
1
10,517.47
2024-11-04 08:08:08
TX002504
AC00427
270.25
2023-11-06 16:56:41
Debit
Tucson
D000224
147.114.91.132
M065
ATM
31
Engineer
42
1
5,414.97
2024-11-04 08:10:48
TX002505
AC00047
123.38
2024-01-01 17:21:56
Debit
Sacramento
D000219
163.129.70.210
M049
Online
59
Doctor
40
1
13,542.41
2024-11-04 08:10:53
TX002506
AC00377
577.12
2023-01-27 17:38:07
Debit
Virginia Beach
D000110
120.16.186.17
M075
ATM
39
Engineer
69
1
5,265.88
2024-11-04 08:10:50
TX002507
AC00258
92.24
2023-04-13 17:45:33
Debit
Philadelphia
D000531
189.183.50.147
M076
Branch
60
Engineer
93
1
6,937.48
2024-11-04 08:09:06
TX002508
AC00297
856.21
2023-04-26 17:09:36
Credit
Colorado Springs
D000625
21.157.41.17
M072
Branch
33
Doctor
109
1
12,690.79
2024-11-04 08:11:29
TX002509
AC00322
251.54
2023-03-22 17:36:48
Debit
Tucson
D000410
49.174.157.140
M029
Branch
48
Doctor
177
1
254.75
2024-11-04 08:11:42
TX002510
AC00095
28.63
2023-08-21 17:08:50
Debit
San Diego
D000095
58.1.27.124
M087
Branch
56
Retired
146
1
3,382.91
2024-11-04 08:08:39
TX002511
AC00118
185.97
2023-02-24 16:24:46
Debit
Denver
D000634
21.190.11.223
M041
Online
23
Student
19
1
1,776.91
2024-11-04 08:12:22
TX002512
AC00009
243.08
2023-02-14 16:21:23
Credit
Jacksonville
D000215
59.127.135.25
M041
Online
24
Student
93
1
131.25
2024-11-04 08:07:49