Transaction_ID
int64
1k
101k
User_ID
int64
10M
100M
Transaction_Amount
float64
11k
100M
Transaction_Date
stringlengths
19
19
Transaction_Time
stringlengths
8
8
Transaction_Location
stringclasses
12 values
Merchant_ID
int64
5k
7k
Device_ID
int64
2k
3k
IP_Address
stringclasses
253 values
Card_Type
stringclasses
2 values
Transaction_Currency
stringclasses
2 values
Transaction_Status
stringclasses
3 values
Previous_Transaction_Count
int64
1
49
Distance_Between_Transactions_km
float64
0.01
5k
Time_Since_Last_Transaction_min
int64
1
1.44k
Authentication_Method
stringclasses
3 values
Transaction_Velocity
int64
1
9
Transaction_Category
stringclasses
4 values
isFraud
int64
0
1
1,401
98,617,273
94,658,000
2024-01-01 06:40:00
06:40:00
Andijan
5,274
2,871
192.168.1.110
Humo
UZS
Failed
43
4,480.33
107
Biometric
2
Cash In
1
1,402
29,530,985
24,311,000
2024-01-01 06:41:00
06:41:00
Surkhandarya
6,172
2,817
192.168.1.69
Humo
USD
Successful
7
4,890.49
298
Password
8
Payment
1
1,403
38,385,219
20,577,000
2024-01-01 06:42:00
06:42:00
Surkhandarya
5,605
2,369
192.168.1.230
UzCard
UZS
Successful
11
2,108
641
2FA
1
Cash Out
1
1,404
97,076,933
69,055,000
2024-01-01 06:43:00
06:43:00
Jizzakh
5,552
2,894
192.168.1.206
UzCard
USD
Reversed
33
1,237.12
544
2FA
9
Transfer
1
1,405
14,794,157
23,206,000
2024-01-01 06:44:00
06:44:00
Navoiy
5,366
2,443
192.168.1.136
UzCard
USD
Successful
14
1,572.46
368
Biometric
8
Payment
1
1,406
30,848,480
69,784,000
2024-01-01 06:45:00
06:45:00
Khorezm
6,817
2,854
192.168.1.25
UzCard
UZS
Failed
48
277.39
613
Biometric
8
Payment
1
1,407
53,285,315
27,385,000
2024-01-01 06:46:00
06:46:00
Samarkand
6,496
2,641
192.168.1.155
UzCard
USD
Reversed
38
2,528.28
706
Password
4
Payment
1
1,408
46,736,519
73,158,000
2024-01-01 06:47:00
06:47:00
Sirdarya
5,435
2,299
192.168.1.217
Humo
USD
Reversed
27
836.55
962
Password
2
Cash In
1
1,409
64,603,576
91,445,000
2024-01-01 06:48:00
06:48:00
Andijan
6,097
2,142
192.168.1.15
Humo
UZS
Successful
29
1,828.79
291
Biometric
4
Cash Out
1
1,410
54,470,493
90,255,000
2024-01-01 06:49:00
06:49:00
Namangan
5,517
2,041
192.168.1.173
Humo
USD
Reversed
16
2,731.91
322
Password
4
Payment
1
1,411
93,470,425
54,526,000
2024-01-01 06:50:00
06:50:00
Samarkand
5,573
2,026
192.168.1.98
Humo
USD
Successful
25
4,121.19
1,069
2FA
1
Cash Out
1
1,412
12,534,844
88,355,000
2024-01-01 06:51:00
06:51:00
Khorezm
6,123
2,643
192.168.1.174
Humo
USD
Successful
25
1,635.24
1,300
2FA
5
Transfer
1
1,413
60,084,225
88,120,000
2024-01-01 06:52:00
06:52:00
Fergana
6,666
2,320
192.168.1.223
Humo
USD
Successful
30
3,476.39
807
2FA
3
Payment
1
1,414
90,529,451
145,000
2024-01-01 06:53:00
06:53:00
Jizzakh
6,532
2,406
192.168.1.40
UzCard
UZS
Failed
5
2,472.86
486
Biometric
5
Cash In
1
1,415
37,576,468
15,331,000
2024-01-01 06:54:00
06:54:00
Kashkadarya
5,597
2,989
192.168.1.122
Humo
USD
Failed
38
3,994.65
943
Password
1
Payment
1
1,416
94,164,621
77,248,000
2024-01-01 06:55:00
06:55:00
Namangan
5,336
2,576
192.168.1.157
UzCard
UZS
Successful
41
4,396.42
720
2FA
8
Payment
1
1,417
82,208,772
15,488,000
2024-01-01 06:56:00
06:56:00
Jizzakh
6,667
2,671
192.168.1.238
UzCard
USD
Successful
41
1,417.37
116
Biometric
9
Cash Out
1
1,418
82,632,588
57,691,000
2024-01-01 06:57:00
06:57:00
Navoiy
6,693
2,150
192.168.1.28
Humo
UZS
Successful
33
1,606.23
402
Password
9
Payment
1
1,419
58,277,650
18,820,000
2024-01-01 06:58:00
06:58:00
Tashkent
5,106
2,106
192.168.1.160
UzCard
USD
Successful
24
1,633.16
99
Biometric
9
Cash In
1
1,420
66,779,863
95,913,000
2024-01-01 06:59:00
06:59:00
Sirdarya
5,483
2,709
192.168.1.196
UzCard
USD
Successful
23
1,010.13
598
Password
6
Payment
1
1,421
63,940,597
86,102,000
2024-01-01 07:00:00
07:00:00
Kashkadarya
6,632
2,555
192.168.1.207
UzCard
UZS
Failed
44
2,084.2
410
Biometric
6
Cash Out
1
1,422
22,572,243
29,329,000
2024-01-01 07:01:00
07:01:00
Jizzakh
6,316
2,148
192.168.1.195
UzCard
USD
Failed
6
631.62
191
Password
7
Transfer
1
1,423
63,704,640
52,190,000
2024-01-01 07:02:00
07:02:00
Navoiy
5,644
2,099
192.168.1.123
Humo
USD
Failed
43
2,505.82
587
Biometric
8
Cash In
1
1,424
27,261,302
418,000
2024-01-01 07:03:00
07:03:00
Tashkent
5,996
2,538
192.168.1.72
UzCard
UZS
Successful
39
1,668.6
808
Password
4
Cash In
1
1,425
51,915,780
89,449,000
2024-01-01 07:04:00
07:04:00
Fergana
5,292
2,554
192.168.1.129
Humo
UZS
Successful
35
4,131.47
1,038
Biometric
1
Payment
1
1,426
36,723,270
14,291,000
2024-01-01 07:05:00
07:05:00
Fergana
6,086
2,460
192.168.1.64
Humo
UZS
Successful
18
4,987.05
950
Password
1
Transfer
1
1,427
67,026,934
96,920,000
2024-01-01 07:06:00
07:06:00
Fergana
5,887
2,029
192.168.1.235
Humo
USD
Failed
32
4,277.26
538
Password
8
Cash In
1
1,428
87,777,855
1,002,000
2024-01-01 07:07:00
07:07:00
Navoiy
6,612
2,326
192.168.1.30
Humo
UZS
Failed
43
942.75
23
Biometric
2
Payment
1
1,429
14,674,835
2,637,000
2024-01-01 07:08:00
07:08:00
Andijan
6,155
2,856
192.168.1.80
UzCard
USD
Reversed
45
1,159.37
498
Biometric
9
Cash In
1
1,430
33,954,435
5,777,000
2024-01-01 07:09:00
07:09:00
Tashkent
6,177
2,318
192.168.1.224
UzCard
USD
Failed
5
4,998
171
Biometric
5
Cash Out
1
1,431
52,863,939
37,845,000
2024-01-01 07:10:00
07:10:00
Navoiy
6,983
3,000
192.168.1.244
Humo
UZS
Reversed
40
4,190.72
1,327
2FA
9
Cash Out
1
1,432
53,177,145
56,231,000
2024-01-01 07:11:00
07:11:00
Samarkand
5,953
2,584
192.168.1.249
UzCard
USD
Reversed
27
2,626.04
514
Password
6
Cash In
1
1,433
31,742,744
38,925,000
2024-01-01 07:12:00
07:12:00
Namangan
6,409
2,839
192.168.1.254
UzCard
UZS
Reversed
43
2,825.42
761
2FA
9
Payment
1
1,434
11,671,755
66,926,000
2024-01-01 07:13:00
07:13:00
Kashkadarya
5,282
2,943
192.168.1.15
Humo
USD
Reversed
47
1,291.36
1,111
Password
4
Cash Out
1
1,435
48,672,163
15,971,000
2024-01-01 07:14:00
07:14:00
Khorezm
5,613
2,150
192.168.1.179
UzCard
USD
Reversed
32
4,428.96
236
2FA
5
Transfer
1
1,436
77,271,494
86,703,000
2024-01-01 07:15:00
07:15:00
Surkhandarya
5,736
2,342
192.168.1.189
UzCard
UZS
Failed
27
1,277.99
154
Biometric
8
Cash In
1
1,437
35,910,872
39,819,000
2024-01-01 07:16:00
07:16:00
Tashkent
5,974
2,273
192.168.1.185
Humo
USD
Failed
25
1,354.47
683
Password
7
Payment
1
1,438
82,944,153
29,112,000
2024-01-01 07:17:00
07:17:00
Surkhandarya
6,015
2,283
192.168.1.161
UzCard
USD
Successful
27
230.25
1,415
2FA
5
Cash Out
1
1,439
19,411,838
82,669,000
2024-01-01 07:18:00
07:18:00
Sirdarya
5,242
2,673
192.168.1.226
UzCard
UZS
Failed
37
4,072.45
1,378
Biometric
4
Cash In
1
1,440
43,479,022
46,753,000
2024-01-01 07:19:00
07:19:00
Khorezm
5,478
2,250
192.168.1.45
Humo
USD
Failed
12
4,333.87
1,391
Biometric
3
Payment
1
1,441
35,026,798
85,421,000
2024-01-01 07:20:00
07:20:00
Surkhandarya
6,622
2,187
192.168.1.114
Humo
USD
Failed
26
124.35
115
Biometric
8
Transfer
1
1,442
53,987,360
23,840,000
2024-01-01 07:21:00
07:21:00
Khorezm
6,540
2,969
192.168.1.138
UzCard
USD
Reversed
19
2,690.01
882
Biometric
1
Transfer
1
1,443
85,020,192
10,284,000
2024-01-01 07:22:00
07:22:00
Namangan
5,939
2,223
192.168.1.65
UzCard
USD
Failed
33
3,940.07
1,071
2FA
3
Payment
1
1,444
35,304,293
5,856,000
2024-01-01 07:23:00
07:23:00
Tashkent
5,798
2,068
192.168.1.237
UzCard
UZS
Failed
9
974.34
1,048
Biometric
8
Cash Out
1
1,445
97,462,788
84,047,000
2024-01-01 07:24:00
07:24:00
Sirdarya
5,578
2,318
192.168.1.27
UzCard
USD
Successful
2
1,921.15
100
Password
9
Cash Out
1
1,446
33,799,951
128,000
2024-01-01 07:25:00
07:25:00
Khorezm
5,891
2,047
192.168.1.242
Humo
USD
Reversed
8
4,194.73
1,072
Password
6
Transfer
1
1,447
82,442,562
94,433,000
2024-01-01 07:26:00
07:26:00
Bukhara
6,988
2,564
192.168.1.42
Humo
UZS
Successful
3
3,859.66
1,233
Password
6
Cash In
1
1,448
52,976,184
92,993,000
2024-01-01 07:27:00
07:27:00
Samarkand
6,982
2,695
192.168.1.235
Humo
USD
Failed
45
1,161.66
679
Biometric
1
Cash In
1
1,449
68,233,901
52,060,000
2024-01-01 07:28:00
07:28:00
Navoiy
5,770
2,259
192.168.1.150
Humo
USD
Failed
40
3,695.4
797
Biometric
5
Payment
1
1,450
83,475,386
12,563,000
2024-01-01 07:29:00
07:29:00
Jizzakh
5,347
2,101
192.168.1.7
Humo
UZS
Reversed
1
4,390.65
248
Biometric
7
Cash Out
1
1,451
35,093,148
12,247,000
2024-01-01 07:30:00
07:30:00
Khorezm
6,426
2,278
192.168.1.208
UzCard
USD
Failed
27
3,426.74
27
2FA
1
Transfer
1
1,452
54,134,297
27,929,000
2024-01-01 07:31:00
07:31:00
Samarkand
5,624
2,806
192.168.1.145
UzCard
UZS
Reversed
27
4,471.62
321
Biometric
1
Cash Out
1
1,453
78,729,644
95,600,000
2024-01-01 07:32:00
07:32:00
Navoiy
5,692
2,058
192.168.1.22
UzCard
USD
Reversed
22
2,362.72
665
Biometric
8
Payment
1
1,454
59,096,666
66,488,000
2024-01-01 07:33:00
07:33:00
Surkhandarya
6,713
2,635
192.168.1.148
Humo
UZS
Reversed
19
2,761.64
471
Biometric
1
Transfer
1
1,455
90,546,693
41,000,000
2024-01-01 07:34:00
07:34:00
Sirdarya
6,549
2,924
192.168.1.175
Humo
UZS
Failed
48
4,260.14
695
Password
5
Transfer
1
1,456
30,864,504
15,555,000
2024-01-01 07:35:00
07:35:00
Andijan
6,316
2,763
192.168.1.249
Humo
UZS
Reversed
48
840.03
62
Biometric
5
Cash In
1
1,457
66,744,442
41,316,000
2024-01-01 07:36:00
07:36:00
Tashkent
5,814
2,411
192.168.1.192
UzCard
USD
Successful
42
3,568.95
778
Password
6
Cash In
1
1,458
64,750,420
50,192,000
2024-01-01 07:37:00
07:37:00
Fergana
5,077
2,576
192.168.1.109
Humo
USD
Successful
34
603.75
449
2FA
7
Transfer
1
1,459
14,949,495
50,400,000
2024-01-01 07:38:00
07:38:00
Jizzakh
6,141
2,822
192.168.1.143
Humo
UZS
Successful
43
1,529.69
248
2FA
6
Cash In
1
1,460
60,717,590
28,222,000
2024-01-01 07:39:00
07:39:00
Tashkent
5,700
2,959
192.168.1.135
Humo
USD
Successful
13
2,944.98
504
2FA
1
Cash In
1
1,461
51,005,276
82,229,000
2024-01-01 07:40:00
07:40:00
Khorezm
6,777
2,122
192.168.1.6
Humo
USD
Successful
30
3,928.77
237
Biometric
1
Cash Out
1
1,462
71,883,716
60,028,000
2024-01-01 07:41:00
07:41:00
Kashkadarya
5,613
2,265
192.168.1.148
Humo
UZS
Failed
43
3,552.29
409
Biometric
2
Cash Out
1
1,463
32,424,250
4,777,000
2024-01-01 07:42:00
07:42:00
Tashkent
6,464
2,639
192.168.1.253
UzCard
UZS
Successful
20
4,479.62
1,221
Password
8
Payment
1
1,464
49,372,097
66,434,000
2024-01-01 07:43:00
07:43:00
Samarkand
5,458
2,207
192.168.1.87
UzCard
USD
Reversed
31
1,913.31
1,306
Biometric
7
Cash In
1
1,465
10,359,654
57,409,000
2024-01-01 07:44:00
07:44:00
Jizzakh
5,261
2,363
192.168.1.11
UzCard
UZS
Reversed
45
1,906.9
1,292
2FA
6
Cash In
1
1,466
72,798,420
52,081,000
2024-01-01 07:45:00
07:45:00
Surkhandarya
5,056
2,204
192.168.1.167
UzCard
USD
Successful
7
2,066
12
2FA
7
Payment
1
1,467
68,299,536
17,706,000
2024-01-01 07:46:00
07:46:00
Surkhandarya
6,444
2,820
192.168.1.230
Humo
USD
Reversed
37
922.78
667
Biometric
7
Transfer
1
1,468
82,236,905
7,641,000
2024-01-01 07:47:00
07:47:00
Jizzakh
5,202
2,615
192.168.1.130
UzCard
USD
Reversed
44
2,357.3
1,382
2FA
9
Transfer
1
1,469
77,222,092
74,230,000
2024-01-01 07:48:00
07:48:00
Jizzakh
5,670
2,563
192.168.1.195
UzCard
USD
Failed
1
1,229.1
525
Biometric
3
Payment
1
1,470
85,592,948
80,071,000
2024-01-01 07:49:00
07:49:00
Khorezm
6,669
2,635
192.168.1.20
Humo
UZS
Reversed
10
1,233.37
1,278
Password
2
Cash Out
1
1,471
66,470,922
65,787,000
2024-01-01 07:50:00
07:50:00
Navoiy
5,415
2,873
192.168.1.148
Humo
USD
Reversed
19
785.43
175
Biometric
5
Payment
1
1,472
10,287,067
96,771,000
2024-01-01 07:51:00
07:51:00
Sirdarya
5,777
2,132
192.168.1.25
UzCard
USD
Failed
30
1,387.37
1,228
2FA
7
Cash Out
1
1,473
16,970,139
87,899,000
2024-01-01 07:52:00
07:52:00
Samarkand
6,937
2,299
192.168.1.187
UzCard
USD
Successful
47
1,804.38
1,381
2FA
3
Cash Out
1
1,474
43,427,116
78,452,000
2024-01-01 07:53:00
07:53:00
Bukhara
5,214
2,812
192.168.1.213
UzCard
UZS
Successful
22
1,948.98
1,202
Password
2
Transfer
1
1,475
56,716,586
24,446,000
2024-01-01 07:54:00
07:54:00
Andijan
5,088
2,221
192.168.1.179
Humo
USD
Failed
35
329.59
823
Biometric
9
Transfer
1
1,476
95,784,839
46,758,000
2024-01-01 07:55:00
07:55:00
Andijan
5,375
2,899
192.168.1.35
UzCard
UZS
Failed
41
679.92
993
Password
2
Cash Out
1
1,477
25,056,165
29,163,000
2024-01-01 07:56:00
07:56:00
Tashkent
6,762
2,116
192.168.1.153
UzCard
UZS
Successful
10
3,817.17
741
Password
5
Payment
1
1,478
86,493,766
58,784,000
2024-01-01 07:57:00
07:57:00
Khorezm
6,599
2,621
192.168.1.217
UzCard
USD
Reversed
13
4,230.69
1,106
Password
3
Payment
1
1,479
33,961,525
44,472,000
2024-01-01 07:58:00
07:58:00
Khorezm
5,406
2,874
192.168.1.241
Humo
USD
Reversed
12
3,041.92
1,213
Biometric
5
Cash In
1
1,480
88,851,021
5,976,000
2024-01-01 07:59:00
07:59:00
Bukhara
6,692
2,102
192.168.1.163
UzCard
USD
Successful
32
594.04
291
2FA
3
Payment
1
1,481
52,444,845
16,125,000
2024-01-01 08:00:00
08:00:00
Andijan
6,418
2,077
192.168.1.243
Humo
UZS
Reversed
41
4,554.05
1,238
2FA
3
Cash Out
1
1,482
40,667,956
6,976,000
2024-01-01 08:01:00
08:01:00
Sirdarya
5,275
2,900
192.168.1.183
UzCard
UZS
Successful
37
4,774.01
131
Password
2
Cash In
1
1,483
22,659,615
74,146,000
2024-01-01 08:02:00
08:02:00
Sirdarya
6,797
2,987
192.168.1.175
Humo
USD
Failed
41
3,946.37
1,111
Password
8
Transfer
1
1,484
67,797,106
72,318,000
2024-01-01 08:03:00
08:03:00
Fergana
6,438
2,049
192.168.1.163
Humo
USD
Successful
26
2,892.77
158
Biometric
7
Cash In
1
1,485
36,903,377
29,211,000
2024-01-01 08:04:00
08:04:00
Khorezm
5,300
2,124
192.168.1.155
Humo
USD
Successful
26
1,888.48
1,043
2FA
6
Cash In
1
1,486
29,054,796
7,901,000
2024-01-01 08:05:00
08:05:00
Bukhara
5,647
2,209
192.168.1.51
UzCard
UZS
Successful
38
1,415.55
136
2FA
8
Payment
1
1,487
72,164,432
27,060,000
2024-01-01 08:06:00
08:06:00
Khorezm
5,653
2,127
192.168.1.9
UzCard
USD
Reversed
13
4,089.48
1,407
2FA
9
Payment
1
1,488
22,814,580
57,374,000
2024-01-01 08:07:00
08:07:00
Surkhandarya
6,831
2,950
192.168.1.198
UzCard
UZS
Successful
34
952.86
971
Password
8
Cash In
1
1,489
71,123,666
48,856,000
2024-01-01 08:08:00
08:08:00
Jizzakh
6,936
2,936
192.168.1.160
UzCard
USD
Reversed
1
3,468.06
244
2FA
6
Payment
1
1,490
68,017,263
13,054,000
2024-01-01 08:09:00
08:09:00
Sirdarya
6,817
2,361
192.168.1.54
Humo
USD
Reversed
39
3,651.28
403
Biometric
2
Payment
1
1,491
35,769,014
36,610,000
2024-01-01 08:10:00
08:10:00
Bukhara
6,870
2,479
192.168.1.121
UzCard
UZS
Reversed
15
1,617.61
1,344
Password
9
Cash In
1
1,492
76,681,915
97,720,000
2024-01-01 08:11:00
08:11:00
Bukhara
6,477
2,666
192.168.1.166
UzCard
UZS
Reversed
23
1,014.85
824
2FA
5
Payment
1
1,493
80,230,088
86,192,000
2024-01-01 08:12:00
08:12:00
Sirdarya
6,238
2,259
192.168.1.194
Humo
USD
Failed
43
1,084.19
268
Biometric
7
Cash In
1
1,494
70,298,370
85,513,000
2024-01-01 08:13:00
08:13:00
Namangan
5,094
2,384
192.168.1.241
UzCard
UZS
Successful
4
716.46
1,130
Biometric
8
Transfer
1
1,495
67,482,750
31,497,000
2024-01-01 08:14:00
08:14:00
Khorezm
5,600
2,102
192.168.1.199
Humo
UZS
Successful
18
4,926.64
919
2FA
1
Payment
1
1,496
62,923,253
75,242,000
2024-01-01 08:15:00
08:15:00
Andijan
5,515
2,441
192.168.1.201
Humo
USD
Successful
32
4,953.09
1,069
2FA
9
Transfer
1
1,497
29,847,218
24,084,000
2024-01-01 08:16:00
08:16:00
Sirdarya
6,290
2,968
192.168.1.47
UzCard
USD
Successful
10
873.82
958
Password
3
Cash In
1
1,498
97,778,133
13,371,000
2024-01-01 08:17:00
08:17:00
Navoiy
5,612
2,960
192.168.1.100
UzCard
UZS
Successful
41
844.2
1,370
Biometric
3
Payment
1
1,499
27,518,156
87,167,000
2024-01-01 08:18:00
08:18:00
Samarkand
5,514
2,233
192.168.1.130
Humo
USD
Failed
32
4,929.51
1,239
2FA
6
Transfer
1
1,500
53,595,576
97,229,000
2024-01-01 08:19:00
08:19:00
Khorezm
6,494
2,683
192.168.1.48
UzCard
UZS
Successful
10
4,758.29
211
Password
8
Cash Out
1