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
TX001201
AC00249
18.41
2023-12-01 17:26:46
Debit
Atlanta
D000028
58.190.9.136
M072
Branch
53
Doctor
168
1
8,287.54
2024-11-04 08:11:30
TX001202
AC00263
471.75
2023-06-06 18:31:06
Credit
San Jose
D000443
100.4.40.132
M048
Branch
34
Doctor
41
1
12,948.5
2024-11-04 08:10:54
TX001203
AC00108
290.02
2023-09-25 17:48:55
Debit
Milwaukee
D000406
173.252.44.183
M005
Branch
55
Engineer
246
1
4,746.71
2024-11-04 08:07:56
TX001204
AC00490
48.05
2023-05-18 17:34:20
Debit
New York
D000668
125.225.212.244
M060
Branch
27
Engineer
38
1
5,334.97
2024-11-04 08:09:07
TX001205
AC00411
359.42
2023-05-29 16:17:37
Debit
Baltimore
D000567
23.163.145.195
M089
Branch
55
Doctor
30
1
1,765.45
2024-11-04 08:06:42
TX001206
AC00087
32.91
2023-05-04 16:37:01
Debit
Fort Worth
D000471
54.252.249.33
M036
Online
19
Student
255
1
427.3
2024-11-04 08:06:44
TX001207
AC00196
3.8
2023-08-08 16:47:28
Debit
Denver
D000619
56.116.189.0
M074
Branch
67
Retired
140
1
6,285.39
2024-11-04 08:08:31
TX001208
AC00267
31.81
2023-04-06 17:41:53
Debit
Fort Worth
D000641
147.114.91.132
M033
Online
51
Retired
149
1
1,406.6
2024-11-04 08:06:48
TX001209
AC00267
220.2
2023-09-11 16:25:04
Debit
Boston
D000288
23.255.214.209
M047
Online
28
Student
102
1
1,075.15
2024-11-04 08:11:18
TX001210
AC00125
476.03
2023-09-01 16:12:35
Credit
Houston
D000470
130.92.201.49
M003
Branch
77
Retired
99
1
5,958.34
2024-11-04 08:09:08
TX001211
AC00428
141.91
2023-01-19 17:08:04
Debit
Miami
D000069
152.234.65.155
M051
Branch
23
Student
49
1
791.97
2024-11-04 08:09:42
TX001212
AC00477
95.83
2023-12-01 16:01:26
Debit
Washington
D000089
133.67.250.163
M070
Online
27
Student
91
1
1,726.4
2024-11-04 08:08:23
TX001213
AC00417
51.15
2023-03-01 17:26:49
Credit
Los Angeles
D000215
221.206.44.63
M019
Branch
46
Engineer
199
1
8,992.25
2024-11-04 08:10:54
TX001214
AC00170
1,192.2
2023-12-21 16:21:27
Credit
Jacksonville
D000174
40.10.25.102
M093
Branch
60
Retired
103
5
7,816.41
2024-11-04 08:09:14
TX001215
AC00147
50.75
2023-08-14 18:14:23
Debit
Boston
D000642
157.47.114.20
M018
ATM
62
Doctor
185
1
8,271.47
2024-11-04 08:07:41
TX001216
AC00097
185.07
2023-12-19 16:57:40
Debit
Colorado Springs
D000322
76.136.92.235
M062
Branch
22
Student
159
1
636.42
2024-11-04 08:07:39
TX001217
AC00433
293.54
2023-01-16 17:26:12
Debit
Sacramento
D000255
16.94.155.46
M026
Online
40
Engineer
45
1
2,290.1
2024-11-04 08:08:24
TX001218
AC00381
23.38
2023-09-25 18:46:41
Debit
Memphis
D000412
6.204.110.7
M062
Branch
32
Engineer
89
1
9,968.49
2024-11-04 08:09:41
TX001219
AC00398
285.26
2023-11-01 16:09:05
Debit
Atlanta
D000137
64.57.44.102
M062
ATM
28
Student
93
1
167.72
2024-11-04 08:11:15
TX001220
AC00029
129.48
2023-02-06 16:30:43
Debit
Seattle
D000315
106.244.1.47
M001
ATM
31
Engineer
179
1
7,581.7
2024-11-04 08:10:43
TX001221
AC00291
743.03
2023-07-27 16:55:39
Debit
New York
D000103
73.54.203.165
M050
ATM
50
Engineer
174
1
4,111.38
2024-11-04 08:09:19
TX001222
AC00431
297.86
2023-02-06 17:32:04
Credit
Milwaukee
D000419
205.45.234.42
M070
ATM
28
Student
96
1
1,680.14
2024-11-04 08:11:40
TX001223
AC00275
231.92
2023-07-10 18:00:56
Debit
Indianapolis
D000280
47.82.77.181
M049
ATM
66
Doctor
12
1
5,715.08
2024-11-04 08:11:27
TX001224
AC00093
295.82
2023-12-14 16:15:28
Credit
Chicago
D000088
144.228.168.6
M041
Branch
47
Engineer
46
1
5,897.73
2024-11-04 08:07:47
TX001225
AC00442
302.86
2023-07-03 18:56:03
Debit
Los Angeles
D000004
144.91.150.133
M081
Online
55
Doctor
275
1
5,239.24
2024-11-04 08:12:06
TX001226
AC00465
81.08
2023-09-19 16:56:35
Debit
Omaha
D000196
119.43.28.203
M089
ATM
58
Engineer
56
1
7,788.91
2024-11-04 08:07:17
TX001227
AC00158
775.6
2023-08-21 17:43:17
Credit
Mesa
D000627
73.108.76.238
M070
Branch
79
Retired
158
1
3,898.64
2024-11-04 08:08:12
TX001228
AC00334
178.43
2023-12-26 18:13:56
Debit
Baltimore
D000158
1.198.76.182
M041
Branch
26
Student
136
1
1,214.93
2024-11-04 08:07:58
TX001229
AC00093
211.91
2023-09-18 16:51:04
Debit
Indianapolis
D000487
166.79.195.157
M075
Online
20
Student
181
1
927.47
2024-11-04 08:08:46
TX001230
AC00229
17.21
2023-12-25 17:18:58
Debit
Omaha
D000618
119.43.28.203
M004
Online
23
Student
219
1
914.16
2024-11-04 08:06:59
TX001231
AC00373
124.22
2023-05-19 17:57:36
Debit
Charlotte
D000523
130.29.230.16
M013
ATM
23
Student
172
1
9,695.04
2024-11-04 08:08:04
TX001232
AC00328
38.37
2023-09-01 16:07:38
Debit
San Antonio
D000228
136.162.111.135
M003
ATM
63
Doctor
135
1
8,647.04
2024-11-04 08:10:04
TX001233
AC00160
269.79
2023-10-03 16:15:25
Debit
San Jose
D000202
82.115.199.37
M013
ATM
52
Engineer
17
1
1,292.1
2024-11-04 08:07:59
TX001234
AC00014
605.42
2023-06-13 16:10:27
Debit
Mesa
D000488
25.188.196.47
M085
ATM
21
Student
33
1
392.34
2024-11-04 08:09:40
TX001235
AC00090
11.19
2023-01-02 17:34:13
Debit
Austin
D000384
195.237.152.198
M090
ATM
60
Engineer
40
1
9,877.17
2024-11-04 08:12:22
TX001236
AC00053
29.19
2023-01-25 17:39:15
Credit
Nashville
D000300
146.53.16.47
M004
Branch
58
Doctor
41
1
12,059.85
2024-11-04 08:11:34
TX001237
AC00478
701.7
2023-06-30 16:57:37
Credit
Seattle
D000037
193.83.0.183
M055
Online
61
Retired
64
1
6,643.24
2024-11-04 08:09:49
TX001238
AC00356
862.34
2023-05-25 16:16:02
Debit
Kansas City
D000137
49.174.157.140
M070
Branch
57
Doctor
72
1
9,903.48
2024-11-04 08:12:05
TX001239
AC00244
410.97
2023-09-25 17:01:56
Debit
Los Angeles
D000309
148.112.151.27
M026
ATM
22
Student
45
1
151.42
2024-11-04 08:11:11
TX001240
AC00103
36.97
2023-08-23 17:22:49
Debit
Virginia Beach
D000545
175.210.47.87
M087
Branch
41
Engineer
79
1
2,850.92
2024-11-04 08:07:48
TX001241
AC00053
137.59
2023-01-03 16:27:16
Debit
Nashville
D000439
161.25.82.11
M065
ATM
30
Doctor
95
1
10,679.67
2024-11-04 08:11:30
TX001242
AC00151
168.11
2023-05-19 16:44:53
Credit
New York
D000050
146.69.70.214
M015
Online
51
Doctor
12
1
10,652.13
2024-11-04 08:06:59
TX001243
AC00494
430.98
2023-10-10 18:14:12
Debit
Baltimore
D000176
168.55.199.214
M058
Branch
24
Student
93
1
569.25
2024-11-04 08:11:00
TX001244
AC00219
13.87
2023-12-11 18:32:40
Debit
Phoenix
D000670
37.227.215.145
M077
Branch
24
Student
20
1
954.83
2024-11-04 08:07:47
TX001245
AC00202
642.68
2023-05-25 16:45:31
Debit
Jacksonville
D000643
141.241.241.128
M060
ATM
76
Retired
66
1
1,831.2
2024-11-04 08:10:37
TX001246
AC00254
175.07
2023-11-23 16:59:11
Debit
Las Vegas
D000406
58.190.9.136
M100
Online
28
Engineer
169
2
9,274.64
2024-11-04 08:12:07
TX001247
AC00285
302.82
2023-11-03 16:50:20
Debit
Jacksonville
D000290
79.47.176.19
M020
ATM
36
Engineer
175
1
9,384.54
2024-11-04 08:07:31
TX001248
AC00071
1,647.74
2023-12-25 17:41:30
Debit
Louisville
D000593
113.137.153.101
M049
ATM
67
Retired
52
1
1,483.84
2024-11-04 08:09:29
TX001249
AC00073
406.81
2023-12-05 16:32:49
Debit
New York
D000073
207.157.126.125
M016
Online
66
Retired
84
1
1,968.36
2024-11-04 08:08:46
TX001250
AC00383
256.3
2023-04-05 16:21:59
Debit
New York
D000099
133.63.96.21
M066
Online
53
Retired
172
1
4,203.05
2024-11-04 08:06:23
TX001251
AC00326
80.96
2023-09-27 17:47:10
Credit
Jacksonville
D000179
81.248.235.147
M078
Online
19
Student
97
1
959.94
2024-11-04 08:06:25
TX001252
AC00153
95.78
2023-03-23 17:09:53
Debit
Atlanta
D000211
221.23.158.87
M061
Online
22
Student
27
1
271.64
2024-11-04 08:09:16
TX001253
AC00460
379.54
2023-01-03 17:14:14
Credit
Indianapolis
D000668
109.105.179.186
M040
Branch
41
Doctor
118
1
12,571.76
2024-11-04 08:06:23
TX001254
AC00439
903.19
2023-07-06 17:52:32
Debit
El Paso
D000286
174.61.77.54
M028
Online
22
Student
65
1
8,627.08
2024-11-04 08:06:37
TX001255
AC00070
142.19
2023-06-15 18:28:50
Debit
Houston
D000416
85.191.79.161
M005
Branch
18
Student
27
4
524.46
2024-11-04 08:09:44
TX001256
AC00086
847.45
2023-06-19 16:24:14
Debit
Jacksonville
D000469
151.247.130.190
M042
Branch
28
Student
175
1
422.32
2024-11-04 08:09:30
TX001257
AC00330
295.18
2023-05-09 17:54:39
Credit
Dallas
D000126
200.13.225.150
M100
Branch
66
Doctor
31
1
12,961.53
2024-11-04 08:07:53
TX001258
AC00027
18.46
2023-11-20 16:29:14
Debit
Charlotte
D000133
166.41.54.117
M032
Branch
68
Retired
213
1
6,381.6
2024-11-04 08:10:17
TX001259
AC00020
603.23
2023-08-24 17:34:13
Debit
Detroit
D000238
38.210.156.148
M017
Branch
28
Student
48
1
117.98
2024-11-04 08:08:18
TX001260
AC00232
54.5
2023-11-22 16:59:09
Credit
Philadelphia
D000050
61.95.76.233
M082
Branch
57
Retired
147
1
1,715.22
2024-11-04 08:08:27
TX001261
AC00247
414.77
2024-01-01 17:37:04
Debit
San Francisco
D000577
49.20.211.229
M014
Online
29
Doctor
274
1
5,599.81
2024-11-04 08:08:05
TX001262
AC00136
886.19
2023-08-21 17:32:04
Debit
Colorado Springs
D000614
116.106.207.139
M081
Branch
61
Retired
69
1
7,904.24
2024-11-04 08:08:29
TX001263
AC00322
440.03
2023-11-29 16:11:50
Debit
San Jose
D000569
5.74.9.122
M099
Online
49
Engineer
88
1
1,490.44
2024-11-04 08:10:19
TX001264
AC00461
35.46
2023-03-23 16:16:29
Debit
Nashville
D000243
193.83.0.183
M005
ATM
56
Retired
285
1
1,532.72
2024-11-04 08:07:26
TX001265
AC00079
76.39
2023-01-13 17:19:33
Debit
Denver
D000507
136.250.159.93
M019
Branch
18
Student
219
1
5,976
2024-11-04 08:10:09
TX001266
AC00176
595.91
2023-08-10 18:39:04
Credit
San Antonio
D000063
200.136.146.93
M085
ATM
19
Student
162
1
1,673.76
2024-11-04 08:10:21
TX001267
AC00417
6.03
2023-08-09 18:42:25
Debit
Chicago
D000358
86.83.61.143
M035
Branch
76
Retired
70
1
3,290.72
2024-11-04 08:09:27
TX001268
AC00260
249.34
2023-08-15 17:21:47
Debit
Charlotte
D000498
152.140.239.181
M088
ATM
26
Engineer
197
1
3,030.97
2024-11-04 08:07:57
TX001269
AC00471
421.52
2023-08-15 17:35:08
Debit
San Jose
D000035
177.172.184.163
M064
Branch
20
Student
67
1
369.86
2024-11-04 08:10:21
TX001270
AC00231
189.77
2023-02-27 16:08:40
Debit
Raleigh
D000290
116.43.88.219
M011
Branch
58
Engineer
24
1
6,570.36
2024-11-04 08:11:28
TX001271
AC00184
73.19
2023-10-18 16:20:15
Debit
Atlanta
D000067
152.140.239.181
M025
Branch
76
Retired
213
1
2,264.98
2024-11-04 08:10:26
TX001272
AC00475
188.13
2023-06-02 18:12:29
Credit
Jacksonville
D000157
175.210.47.87
M091
Online
75
Retired
198
1
5,029.87
2024-11-04 08:10:08
TX001273
AC00329
30.52
2023-05-19 17:19:00
Debit
Jacksonville
D000526
104.165.213.58
M005
Branch
62
Doctor
122
1
12,327.74
2024-11-04 08:07:18
TX001274
AC00431
1,235.69
2023-05-24 16:14:34
Credit
San Jose
D000216
69.82.61.135
M048
Branch
20
Student
118
1
420.25
2024-11-04 08:09:22
TX001275
AC00398
1,159.39
2023-10-12 16:29:49
Debit
Oklahoma City
D000294
173.135.78.201
M091
Online
41
Doctor
150
1
6,499.53
2024-11-04 08:06:27
TX001276
AC00221
170.24
2023-06-05 16:24:12
Debit
San Francisco
D000150
47.167.178.158
M050
Branch
62
Retired
133
1
5,172.99
2024-11-04 08:08:04
TX001277
AC00299
56.62
2023-02-27 17:59:36
Debit
Austin
D000475
48.31.196.24
M069
Branch
54
Doctor
121
1
8,981.1
2024-11-04 08:08:45
TX001278
AC00266
53.14
2023-04-21 17:19:56
Debit
Las Vegas
D000431
115.96.94.156
M062
ATM
34
Doctor
70
1
7,915
2024-11-04 08:07:15
TX001279
AC00297
587.23
2023-07-31 17:54:28
Debit
Omaha
D000010
50.202.8.53
M007
Online
27
Student
144
1
500.84
2024-11-04 08:09:21
TX001280
AC00373
146.15
2023-01-06 17:52:11
Debit
Phoenix
D000640
60.166.231.236
M098
Branch
43
Doctor
75
1
13,784.4
2024-11-04 08:06:59
TX001281
AC00489
21.27
2023-07-24 17:01:19
Credit
Indianapolis
D000386
197.23.128.119
M070
Online
62
Retired
114
1
7,392.79
2024-11-04 08:09:54
TX001282
AC00128
1,397.59
2023-11-13 17:28:12
Credit
Austin
D000117
4.134.78.167
M020
ATM
26
Student
144
1
1,134.79
2024-11-04 08:06:38
TX001283
AC00409
76.02
2023-07-12 16:58:17
Credit
Albuquerque
D000644
181.223.246.123
M087
Online
34
Doctor
189
1
14,765.41
2024-11-04 08:11:51
TX001284
AC00410
170.19
2023-07-07 17:40:58
Credit
Los Angeles
D000255
110.150.1.201
M077
Branch
27
Student
156
5
745.87
2024-11-04 08:12:16
TX001285
AC00360
155.51
2023-08-21 18:51:06
Debit
Raleigh
D000008
199.103.32.145
M081
ATM
68
Doctor
15
1
5,360.19
2024-11-04 08:08:23
TX001286
AC00422
135.15
2023-03-20 17:13:09
Debit
Colorado Springs
D000639
77.208.193.198
M100
Online
72
Retired
50
1
5,878.14
2024-11-04 08:10:37
TX001287
AC00225
39.48
2023-05-26 16:47:51
Debit
Omaha
D000435
152.234.65.155
M017
ATM
56
Retired
38
1
5,889.51
2024-11-04 08:11:50
TX001288
AC00261
451.68
2023-04-18 18:55:32
Debit
Houston
D000113
210.160.90.52
M072
Online
33
Engineer
15
1
4,381.54
2024-11-04 08:09:51
TX001289
AC00468
19.11
2023-09-18 16:31:03
Credit
Colorado Springs
D000546
148.25.159.90
M007
Online
49
Engineer
160
1
8,478.46
2024-11-04 08:11:45
TX001290
AC00138
355
2023-08-29 16:50:17
Credit
Fort Worth
D000052
115.241.186.164
M053
Online
26
Student
33
1
185.47
2024-11-04 08:10:34
TX001291
AC00013
427.69
2023-03-28 16:02:03
Debit
Raleigh
D000347
24.148.92.177
M088
ATM
43
Engineer
236
1
2,443.54
2024-11-04 08:11:53
TX001292
AC00275
254.86
2023-01-26 17:21:46
Debit
Boston
D000296
59.127.135.25
M013
Branch
23
Student
102
1
699.9
2024-11-04 08:11:39
TX001293
AC00125
19.48
2023-07-10 16:01:03
Debit
Dallas
D000674
16.128.130.153
M002
ATM
27
Engineer
114
1
4,739.59
2024-11-04 08:08:46
TX001294
AC00200
190.17
2023-06-09 17:41:13
Debit
Baltimore
D000467
148.181.195.227
M043
ATM
49
Doctor
265
1
12,893.85
2024-11-04 08:08:48
TX001295
AC00213
91.38
2023-04-03 16:41:47
Debit
Jacksonville
D000609
163.129.70.210
M013
ATM
65
Retired
179
1
2,402.58
2024-11-04 08:06:39
TX001296
AC00035
206.63
2023-12-07 16:11:01
Credit
Oklahoma City
D000239
115.30.82.168
M023
Online
59
Retired
128
1
7,626.53
2024-11-04 08:10:42
TX001297
AC00070
93.22
2023-04-07 17:11:35
Debit
Charlotte
D000140
70.130.169.235
M030
Online
52
Retired
52
1
1,014.63
2024-11-04 08:09:41
TX001298
AC00275
547.98
2023-10-24 17:04:59
Debit
Oklahoma City
D000218
79.227.202.117
M070
ATM
28
Student
171
1
1,358.54
2024-11-04 08:09:19
TX001299
AC00060
641.06
2023-12-11 16:09:08
Debit
Colorado Springs
D000057
116.106.207.139
M099
ATM
23
Student
25
1
1,602.13
2024-11-04 08:07:21
TX001300
AC00304
314.55
2023-04-25 17:15:27
Credit
Dallas
D000513
40.192.99.27
M001
Branch
27
Student
19
2
1,105.89
2024-11-04 08:07:16