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
TX001001
AC00345
16.73
2023-02-22 17:39:54
Debit
Houston
D000411
27.215.118.94
M073
Online
45
Engineer
48
1
2,202.62
2024-11-04 08:09:36
TX001002
AC00458
317.12
2023-12-11 16:03:50
Debit
Fort Worth
D000007
57.232.212.116
M018
Branch
44
Doctor
80
1
14,409.74
2024-11-04 08:08:08
TX001003
AC00062
476.63
2023-07-25 17:17:49
Debit
Charlotte
D000697
32.13.122.242
M037
ATM
79
Retired
115
1
4,894.25
2024-11-04 08:09:09
TX001004
AC00070
156.58
2023-09-18 16:03:10
Debit
Portland
D000079
48.31.196.24
M083
Branch
24
Student
160
1
8,981.61
2024-11-04 08:09:39
TX001005
AC00183
55.12
2023-09-18 16:19:03
Credit
Houston
D000219
152.140.239.181
M021
Online
34
Engineer
261
1
3,791.99
2024-11-04 08:11:19
TX001006
AC00190
15.74
2023-01-09 16:05:02
Debit
Denver
D000064
136.250.159.93
M051
Branch
27
Student
38
1
690.16
2024-11-04 08:10:02
TX001007
AC00255
353.68
2023-11-06 16:32:58
Debit
Las Vegas
D000614
147.234.20.46
M030
Online
70
Retired
145
1
6,777.12
2024-11-04 08:08:35
TX001008
AC00311
297.15
2023-10-12 18:11:27
Debit
Phoenix
D000273
122.94.26.104
M034
Online
76
Retired
178
1
5,449.37
2024-11-04 08:10:07
TX001009
AC00075
647.85
2023-12-04 16:31:42
Debit
Omaha
D000574
97.106.5.76
M034
Branch
36
Doctor
121
1
13,779.97
2024-11-04 08:09:34
TX001010
AC00013
75.04
2023-07-27 17:04:46
Debit
El Paso
D000037
52.1.78.30
M056
ATM
49
Engineer
178
1
9,648.6
2024-11-04 08:07:28
TX001011
AC00247
273.92
2023-05-08 17:54:56
Debit
Virginia Beach
D000602
101.90.40.193
M086
Online
28
Student
35
1
1,029.15
2024-11-04 08:09:46
TX001012
AC00329
215.8
2023-05-18 16:03:58
Credit
Jacksonville
D000273
149.84.108.18
M073
Branch
51
Retired
66
1
3,656.62
2024-11-04 08:08:31
TX001013
AC00257
963.77
2023-07-11 16:45:22
Debit
Louisville
D000382
32.13.122.242
M055
ATM
41
Engineer
248
1
6,710.51
2024-11-04 08:10:12
TX001014
AC00414
420.6
2023-04-17 16:10:19
Debit
Louisville
D000124
189.183.50.147
M086
Branch
26
Student
55
1
1,778.75
2024-11-04 08:09:30
TX001015
AC00011
688.36
2023-06-30 16:31:49
Credit
Memphis
D000235
200.136.146.93
M007
Branch
23
Student
22
1
5,191.13
2024-11-04 08:11:05
TX001016
AC00416
285.18
2023-03-08 16:39:14
Credit
Sacramento
D000515
110.247.153.70
M084
Branch
55
Doctor
150
1
14,847.97
2024-11-04 08:09:38
TX001017
AC00174
213.55
2023-03-30 16:00:25
Debit
Boston
D000680
161.25.82.11
M077
ATM
63
Doctor
15
1
5,238.37
2024-11-04 08:07:06
TX001018
AC00218
463.11
2023-09-26 16:50:05
Credit
Las Vegas
D000210
49.31.186.82
M078
Branch
51
Doctor
159
1
10,238.82
2024-11-04 08:07:18
TX001019
AC00323
150.03
2023-07-10 16:17:21
Debit
Columbus
D000325
219.219.117.136
M059
ATM
73
Retired
176
1
7,491.42
2024-11-04 08:11:30
TX001020
AC00209
428.61
2023-10-09 16:00:26
Debit
Fresno
D000273
6.204.110.7
M049
Branch
51
Retired
131
1
2,116.36
2024-11-04 08:07:48
TX001021
AC00337
309.56
2023-06-05 17:29:48
Debit
Charlotte
D000591
6.204.110.7
M094
Online
58
Doctor
147
1
972.04
2024-11-04 08:09:17
TX001022
AC00083
377.08
2023-02-15 17:33:23
Credit
Mesa
D000124
136.162.111.135
M090
Branch
26
Student
71
1
6,430.86
2024-11-04 08:10:33
TX001023
AC00246
77.25
2023-12-22 17:49:57
Debit
Virginia Beach
D000142
45.182.28.148
M059
Branch
68
Doctor
157
1
14,077.97
2024-11-04 08:07:50
TX001024
AC00194
146.92
2023-09-08 16:28:54
Debit
Portland
D000522
77.7.223.184
M003
ATM
64
Retired
272
1
3,990.6
2024-11-04 08:07:41
TX001025
AC00361
126.6
2023-05-26 16:00:45
Debit
San Antonio
D000634
221.206.44.63
M031
Branch
22
Student
146
1
961.65
2024-11-04 08:08:35
TX001026
AC00214
101.34
2023-03-03 17:49:53
Debit
Boston
D000501
147.227.81.224
M068
ATM
24
Student
46
1
703.26
2024-11-04 08:10:15
TX001027
AC00204
184.97
2023-06-26 16:46:41
Debit
Denver
D000180
141.201.46.191
M012
Branch
58
Doctor
268
1
1,156.67
2024-11-04 08:11:06
TX001028
AC00394
451.15
2023-02-27 16:47:50
Debit
Colorado Springs
D000245
201.114.165.141
M094
ATM
46
Engineer
175
1
1,356.47
2024-11-04 08:10:45
TX001029
AC00002
516.47
2023-12-21 17:00:50
Credit
Charlotte
D000420
59.132.247.252
M026
ATM
25
Student
94
1
1,305.06
2024-11-04 08:09:51
TX001030
AC00337
880.04
2023-10-30 18:58:42
Debit
Sacramento
D000057
66.255.7.16
M093
ATM
25
Student
29
1
261.97
2024-11-04 08:07:37
TX001031
AC00184
353.69
2023-08-22 16:49:26
Debit
San Jose
D000474
49.29.37.185
M068
Online
59
Engineer
163
1
9,500.79
2024-11-04 08:08:51
TX001032
AC00258
66.69
2023-11-01 16:03:17
Credit
San Antonio
D000624
52.50.209.49
M043
Branch
25
Student
140
1
1,210.33
2024-11-04 08:07:16
TX001033
AC00164
95.75
2023-07-12 16:54:53
Debit
Los Angeles
D000040
190.92.63.219
M064
Branch
31
Engineer
169
1
337.62
2024-11-04 08:07:32
TX001034
AC00032
43.91
2023-08-17 18:31:23
Debit
Albuquerque
D000515
149.84.108.18
M073
Online
27
Student
86
1
1,806.68
2024-11-04 08:12:22
TX001035
AC00092
98.03
2023-12-18 18:41:26
Debit
El Paso
D000697
49.20.211.229
M095
Branch
54
Engineer
165
1
6,323.45
2024-11-04 08:08:36
TX001036
AC00485
617.66
2023-02-16 17:05:58
Debit
Boston
D000253
34.169.232.37
M057
ATM
42
Engineer
128
1
7,155.95
2024-11-04 08:08:03
TX001037
AC00067
888.57
2023-06-13 16:24:43
Debit
San Antonio
D000365
193.217.248.188
M092
Online
62
Retired
102
1
7,896.14
2024-11-04 08:10:57
TX001038
AC00005
107.48
2023-12-04 18:01:53
Debit
Omaha
D000221
44.73.3.217
M080
Branch
22
Student
129
1
591.23
2024-11-04 08:08:11
TX001039
AC00291
36.57
2023-08-07 16:49:34
Debit
Omaha
D000617
221.23.158.87
M051
ATM
62
Retired
69
1
2,583.07
2024-11-04 08:07:02
TX001040
AC00284
575.62
2023-06-12 18:30:51
Debit
Oklahoma City
D000682
116.175.11.222
M081
Online
43
Doctor
129
1
234.41
2024-11-04 08:11:33
TX001041
AC00024
84.89
2023-05-22 17:27:11
Debit
San Jose
D000618
201.113.165.203
M018
ATM
37
Engineer
70
1
4,735.61
2024-11-04 08:12:16
TX001042
AC00310
832.3
2023-07-12 16:55:44
Credit
Austin
D000153
73.156.208.26
M061
Branch
69
Retired
86
1
6,617.52
2024-11-04 08:06:47
TX001043
AC00246
180.65
2023-12-04 17:54:09
Debit
Charlotte
D000552
10.223.224.50
M012
Branch
22
Student
38
5
816.01
2024-11-04 08:09:50
TX001044
AC00463
7.76
2023-03-27 17:16:08
Credit
Las Vegas
D000376
170.99.15.217
M091
Online
52
Retired
84
1
7,393.11
2024-11-04 08:12:15
TX001045
AC00318
109.3
2023-08-02 16:52:15
Debit
Fort Worth
D000006
93.146.251.20
M020
Branch
56
Doctor
27
1
13,510.11
2024-11-04 08:06:29
TX001046
AC00474
230.08
2023-05-01 16:23:40
Debit
Austin
D000045
93.52.44.101
M006
Online
79
Retired
124
1
4,466.1
2024-11-04 08:11:47
TX001047
AC00192
361.92
2023-02-20 16:08:48
Debit
Detroit
D000647
27.215.118.94
M018
ATM
54
Retired
111
1
7,474.31
2024-11-04 08:10:23
TX001048
AC00100
71.29
2023-02-02 17:02:05
Debit
Chicago
D000345
112.86.148.212
M075
ATM
68
Retired
55
2
7,225.63
2024-11-04 08:07:50
TX001049
AC00407
122.45
2023-01-16 16:50:13
Debit
New York
D000505
119.43.28.203
M065
Branch
46
Doctor
98
1
7,255.49
2024-11-04 08:07:54
TX001050
AC00276
642.53
2023-08-14 16:36:43
Debit
Mesa
D000202
5.50.152.168
M048
ATM
65
Doctor
128
1
11,417.91
2024-11-04 08:12:10
TX001051
AC00420
62.86
2023-05-08 16:24:00
Debit
Houston
D000271
200.136.146.93
M090
Branch
25
Student
31
1
1,040.43
2024-11-04 08:10:33
TX001052
AC00228
175.21
2023-12-21 18:44:40
Credit
Mesa
D000059
96.162.11.85
M049
ATM
69
Doctor
69
1
6,039.04
2024-11-04 08:08:37
TX001053
AC00022
168
2023-08-24 16:01:40
Credit
Tucson
D000669
72.128.135.172
M053
Branch
32
Engineer
11
1
3,498.58
2024-11-04 08:12:20
TX001054
AC00052
11.46
2023-10-09 16:50:41
Debit
Chicago
D000232
217.82.46.37
M056
Online
67
Retired
73
1
6,628.75
2024-11-04 08:07:19
TX001055
AC00151
382.07
2023-06-05 17:48:07
Credit
Omaha
D000318
21.97.154.92
M091
Branch
62
Doctor
147
1
10,156.09
2024-11-04 08:08:17
TX001056
AC00317
13.48
2023-09-20 17:49:53
Debit
Las Vegas
D000279
32.169.88.41
M094
Online
18
Student
20
3
521.88
2024-11-04 08:10:20
TX001057
AC00348
65.32
2023-11-02 16:15:50
Debit
Mesa
D000684
40.10.25.102
M094
ATM
28
Student
54
1
9,165.02
2024-11-04 08:11:09
TX001058
AC00191
83.07
2023-01-06 16:13:53
Debit
Miami
D000182
138.210.196.19
M026
Branch
27
Engineer
291
4
6,704.76
2024-11-04 08:10:42
TX001059
AC00120
730.1
2023-07-25 18:04:46
Credit
Chicago
D000453
190.164.160.79
M053
Branch
77
Retired
93
1
6,384.05
2024-11-04 08:06:48
TX001060
AC00487
85.31
2023-12-11 16:06:04
Debit
Kansas City
D000332
45.64.74.86
M019
ATM
62
Retired
27
1
6,095.65
2024-11-04 08:08:13
TX001061
AC00173
726.61
2023-11-03 16:31:22
Debit
Phoenix
D000141
210.228.226.64
M081
ATM
18
Student
277
1
1,008.76
2024-11-04 08:10:14
TX001062
AC00089
130.4
2023-04-03 16:31:32
Debit
Raleigh
D000373
163.129.70.210
M024
Branch
45
Engineer
63
1
4,381.24
2024-11-04 08:09:41
TX001063
AC00456
68.1
2023-01-02 16:00:06
Debit
Milwaukee
D000235
94.227.164.192
M089
ATM
20
Student
47
1
1,382.8
2024-11-04 08:10:15
TX001064
AC00025
65.26
2023-12-08 17:05:35
Debit
Sacramento
D000489
77.208.193.198
M026
Branch
26
Student
72
1
7,380.63
2024-11-04 08:10:54
TX001065
AC00158
191.62
2023-07-28 17:19:48
Debit
Jacksonville
D000663
165.114.224.47
M016
Branch
63
Doctor
51
1
1,981.67
2024-11-04 08:07:04
TX001066
AC00041
212.88
2023-05-19 18:44:23
Debit
Fresno
D000663
184.146.10.88
M062
Online
39
Doctor
122
1
7,036.72
2024-11-04 08:11:36
TX001067
AC00458
88.38
2023-01-17 16:10:33
Debit
Virginia Beach
D000100
19.20.13.234
M026
ATM
30
Engineer
138
1
3,707.82
2024-11-04 08:08:14
TX001068
AC00248
48.77
2023-06-15 17:49:07
Credit
Austin
D000273
110.247.153.70
M013
Online
42
Engineer
51
1
2,040.16
2024-11-04 08:08:21
TX001069
AC00356
289.1
2023-07-11 16:08:55
Debit
Baltimore
D000601
105.87.212.115
M064
ATM
27
Student
206
1
267.53
2024-11-04 08:09:54
TX001070
AC00065
390.09
2023-10-09 16:52:40
Debit
El Paso
D000589
48.89.167.189
M057
Online
26
Engineer
49
1
2,617.23
2024-11-04 08:10:14
TX001071
AC00249
48.29
2023-09-25 17:58:54
Debit
San Diego
D000295
221.105.243.251
M060
Online
37
Engineer
242
1
8,883.4
2024-11-04 08:07:56
TX001072
AC00497
333.83
2023-07-31 17:46:50
Debit
Fresno
D000063
121.67.144.20
M097
ATM
63
Retired
135
1
1,660.66
2024-11-04 08:11:07
TX001073
AC00045
1,074.29
2023-01-05 16:43:14
Debit
Portland
D000147
138.210.196.19
M081
Branch
67
Retired
79
1
2,011.6
2024-11-04 08:11:13
TX001074
AC00442
100.27
2023-07-10 17:25:41
Debit
Miami
D000298
144.91.150.133
M045
Online
79
Retired
51
1
4,309.9
2024-11-04 08:10:38
TX001075
AC00248
44.54
2023-10-16 16:23:58
Debit
San Antonio
D000046
81.67.222.238
M048
ATM
31
Engineer
164
1
362.4
2024-11-04 08:07:59
TX001076
AC00078
1,156.18
2023-09-21 16:11:47
Credit
Phoenix
D000022
40.45.69.120
M054
Online
52
Doctor
40
1
836.69
2024-11-04 08:11:37
TX001077
AC00345
82.17
2023-12-18 18:25:05
Debit
Fort Worth
D000669
130.29.230.16
M096
Branch
28
Student
21
1
1,913.06
2024-11-04 08:09:37
TX001078
AC00331
1,045.45
2023-10-30 16:45:47
Debit
Baltimore
D000547
199.103.32.145
M036
Online
19
Student
150
1
563.46
2024-11-04 08:11:59
TX001079
AC00332
447.42
2023-12-18 16:32:56
Debit
Charlotte
D000279
213.15.9.253
M056
Online
32
Engineer
65
1
6,133.22
2024-11-04 08:08:15
TX001080
AC00448
590.26
2023-06-19 16:20:40
Credit
Austin
D000519
168.55.35.243
M089
Branch
25
Student
48
1
1,068.28
2024-11-04 08:08:42
TX001081
AC00102
192.73
2023-10-16 16:51:25
Debit
Milwaukee
D000391
182.84.41.229
M027
Branch
71
Retired
157
1
2,037.75
2024-11-04 08:11:39
TX001082
AC00200
146.01
2023-04-25 16:28:35
Debit
San Francisco
D000270
72.192.101.196
M017
Online
26
Student
269
1
221.79
2024-11-04 08:09:53
TX001083
AC00200
136.05
2023-01-23 16:19:25
Debit
Atlanta
D000362
82.115.199.37
M068
Online
24
Student
63
3
1,127.54
2024-11-04 08:12:00
TX001084
AC00086
11.57
2023-12-20 16:17:16
Credit
New York
D000550
116.106.207.139
M037
Branch
56
Retired
64
1
2,061.61
2024-11-04 08:10:56
TX001085
AC00139
102.34
2023-05-18 16:19:38
Debit
San Antonio
D000376
116.43.88.219
M076
Online
51
Doctor
78
1
9,326.28
2024-11-04 08:09:36
TX001086
AC00154
7.82
2023-01-09 17:56:30
Debit
Boston
D000063
40.45.69.120
M090
ATM
36
Engineer
273
1
2,240.49
2024-11-04 08:09:35
TX001087
AC00403
79.43
2023-07-24 17:30:24
Debit
Dallas
D000393
143.212.47.226
M009
ATM
74
Retired
72
1
6,579.37
2024-11-04 08:07:37
TX001088
AC00330
386.97
2023-01-31 16:51:55
Debit
Raleigh
D000324
107.247.202.71
M098
Branch
58
Retired
137
1
1,876.35
2024-11-04 08:06:24
TX001089
AC00362
51.22
2023-06-29 16:11:08
Debit
Fresno
D000083
49.29.37.185
M040
Branch
23
Student
82
1
1,664.59
2024-11-04 08:10:07
TX001090
AC00423
256.05
2023-06-07 16:26:52
Debit
Nashville
D000304
4.105.134.118
M009
ATM
54
Retired
35
1
6,910.18
2024-11-04 08:11:46
TX001091
AC00286
7.79
2023-06-16 17:33:15
Debit
Los Angeles
D000214
221.105.243.251
M097
Branch
34
Doctor
298
1
1,319.85
2024-11-04 08:09:15
TX001092
AC00332
233.71
2023-10-03 17:06:56
Debit
Louisville
D000476
35.67.21.23
M073
Branch
63
Doctor
11
1
6,095.5
2024-11-04 08:08:48
TX001093
AC00080
176.37
2023-01-16 16:38:57
Debit
Boston
D000501
129.102.184.189
M057
Branch
55
Retired
126
1
2,420.86
2024-11-04 08:07:09
TX001094
AC00150
122.63
2023-04-20 18:39:10
Debit
Milwaukee
D000112
219.193.239.152
M029
Branch
21
Student
153
1
359.06
2024-11-04 08:10:10
TX001095
AC00441
86.41
2023-03-27 17:54:30
Debit
Fresno
D000061
168.55.199.214
M099
ATM
75
Retired
125
1
3,128.71
2024-11-04 08:11:25
TX001096
AC00196
21.57
2023-10-26 16:11:13
Debit
San Francisco
D000655
136.105.231.135
M071
ATM
54
Retired
71
1
7,587.48
2024-11-04 08:09:29
TX001097
AC00444
82.67
2023-08-25 16:40:17
Debit
Milwaukee
D000466
185.23.87.107
M014
Branch
26
Student
46
1
290.59
2024-11-04 08:07:11
TX001098
AC00295
451.35
2023-09-05 18:45:04
Credit
Baltimore
D000440
42.61.10.112
M028
Branch
47
Engineer
223
1
7,707.96
2024-11-04 08:07:07
TX001099
AC00157
299.42
2023-12-04 17:25:18
Credit
San Jose
D000516
133.63.96.21
M005
Branch
63
Retired
53
1
4,735.41
2024-11-04 08:09:38
TX001100
AC00456
543.47
2023-08-14 17:18:07
Debit
Los Angeles
D000388
160.212.125.105
M092
ATM
18
Student
122
1
6,165.03
2024-11-04 08:11:42