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
1,601
81,827,931
11,867,000
2024-01-01 10:00:00
10:00:00
Khorezm
5,064
2,549
192.168.1.241
Humo
UZS
Reversed
6
4,406.02
270
Password
3
Cash Out
1
1,602
69,254,409
49,681,000
2024-01-01 10:01:00
10:01:00
Surkhandarya
5,907
2,312
192.168.1.70
Humo
USD
Reversed
11
4,867.79
984
Password
4
Payment
1
1,603
90,390,123
70,581,000
2024-01-01 10:02:00
10:02:00
Kashkadarya
5,053
2,048
192.168.1.190
UzCard
UZS
Successful
24
2,059.27
141
2FA
5
Payment
1
1,604
37,031,645
53,146,000
2024-01-01 10:03:00
10:03:00
Surkhandarya
6,929
2,932
192.168.1.140
UzCard
UZS
Failed
9
3,325.03
1,071
2FA
4
Cash Out
1
1,605
47,046,443
37,169,000
2024-01-01 10:04:00
10:04:00
Navoiy
5,011
2,656
192.168.1.244
Humo
USD
Failed
1
425.84
439
2FA
5
Cash In
1
1,606
75,736,414
66,177,000
2024-01-01 10:05:00
10:05:00
Bukhara
5,900
2,956
192.168.1.247
UzCard
UZS
Failed
2
2,762.95
410
Biometric
2
Cash In
1
1,607
35,902,684
11,776,000
2024-01-01 10:06:00
10:06:00
Namangan
5,151
2,278
192.168.1.5
Humo
USD
Failed
1
4,027.2
143
2FA
3
Transfer
1
1,608
52,907,498
77,124,000
2024-01-01 10:07:00
10:07:00
Jizzakh
6,740
2,331
192.168.1.101
Humo
USD
Failed
5
2,480.76
1,230
Password
4
Cash Out
1
1,609
60,558,184
1,161,000
2024-01-01 10:08:00
10:08:00
Namangan
6,942
2,770
192.168.1.68
Humo
UZS
Failed
31
115.69
4
2FA
6
Transfer
1
1,610
97,955,424
17,487,000
2024-01-01 10:09:00
10:09:00
Navoiy
6,605
2,720
192.168.1.83
UzCard
USD
Successful
15
4,232.78
1,383
Biometric
3
Cash In
1
1,611
50,272,787
54,510,000
2024-01-01 10:10:00
10:10:00
Surkhandarya
6,182
2,777
192.168.1.176
Humo
USD
Failed
25
1,674.17
1,322
Password
1
Transfer
1
1,612
68,632,154
4,914,000
2024-01-01 10:11:00
10:11:00
Sirdarya
5,707
2,901
192.168.1.95
UzCard
USD
Failed
19
846.17
585
Biometric
4
Payment
1
1,613
88,331,454
36,946,000
2024-01-01 10:12:00
10:12:00
Samarkand
6,381
2,493
192.168.1.240
UzCard
USD
Failed
21
2,850.53
1,202
Biometric
2
Cash In
1
1,614
67,445,955
87,768,000
2024-01-01 10:13:00
10:13:00
Sirdarya
6,131
2,918
192.168.1.104
Humo
USD
Successful
31
2,572.38
463
Biometric
3
Payment
1
1,615
15,413,141
91,752,000
2024-01-01 10:14:00
10:14:00
Namangan
5,053
2,345
192.168.1.94
UzCard
UZS
Reversed
19
2,974.7
735
2FA
5
Cash In
1
1,616
45,047,355
38,252,000
2024-01-01 10:15:00
10:15:00
Jizzakh
6,661
2,782
192.168.1.24
UzCard
USD
Failed
19
351.54
703
Password
8
Cash Out
1
1,617
21,360,660
36,604,000
2024-01-01 10:16:00
10:16:00
Tashkent
6,885
2,914
192.168.1.157
UzCard
USD
Reversed
24
3,896.09
82
2FA
5
Payment
1
1,618
29,963,743
12,182,000
2024-01-01 10:17:00
10:17:00
Surkhandarya
5,382
2,388
192.168.1.236
Humo
UZS
Successful
2
230.42
438
Password
3
Cash In
1
1,619
59,841,761
35,119,000
2024-01-01 10:18:00
10:18:00
Jizzakh
5,742
2,471
192.168.1.3
Humo
UZS
Successful
25
743.04
1,173
Biometric
1
Cash Out
1
1,620
51,760,605
29,405,000
2024-01-01 10:19:00
10:19:00
Samarkand
6,134
2,589
192.168.1.155
UzCard
USD
Failed
34
4,143.33
986
Password
1
Cash Out
1
1,621
95,024,954
38,221,000
2024-01-01 10:20:00
10:20:00
Sirdarya
6,928
2,139
192.168.1.221
Humo
USD
Successful
4
2,216.26
1,266
Biometric
2
Transfer
1
1,622
43,052,639
81,069,000
2024-01-01 10:21:00
10:21:00
Jizzakh
6,395
2,225
192.168.1.85
UzCard
USD
Failed
39
2,632.56
812
Password
8
Payment
1
1,623
62,291,233
97,987,000
2024-01-01 10:22:00
10:22:00
Surkhandarya
5,540
2,496
192.168.1.184
Humo
UZS
Failed
13
859.17
976
Biometric
6
Cash Out
1
1,624
92,784,851
22,191,000
2024-01-01 10:23:00
10:23:00
Navoiy
6,339
2,832
192.168.1.221
Humo
USD
Successful
44
3,692.85
1,086
Biometric
6
Payment
1
1,625
93,843,065
31,788,000
2024-01-01 10:24:00
10:24:00
Namangan
6,326
2,244
192.168.1.2
Humo
USD
Reversed
13
4,919.51
862
Biometric
2
Cash Out
1
1,626
88,461,861
1,273,000
2024-01-01 10:25:00
10:25:00
Samarkand
5,139
2,821
192.168.1.27
UzCard
UZS
Successful
25
4,817.19
389
Biometric
2
Cash Out
1
1,627
93,434,908
7,169,000
2024-01-01 10:26:00
10:26:00
Fergana
6,800
2,466
192.168.1.244
Humo
USD
Successful
25
1,956.9
727
Biometric
1
Transfer
1
1,628
78,154,361
18,153,000
2024-01-01 10:27:00
10:27:00
Navoiy
6,785
2,899
192.168.1.176
Humo
UZS
Failed
41
1,263.74
477
2FA
1
Payment
1
1,629
70,813,837
3,010,000
2024-01-01 10:28:00
10:28:00
Sirdarya
6,084
2,943
192.168.1.16
UzCard
UZS
Successful
49
3,407.37
1,293
2FA
4
Cash In
1
1,630
72,638,988
56,943,000
2024-01-01 10:29:00
10:29:00
Sirdarya
6,468
2,147
192.168.1.207
Humo
USD
Failed
1
2,949.04
1,055
Biometric
8
Cash In
1
1,631
48,931,113
88,203,000
2024-01-01 10:30:00
10:30:00
Khorezm
6,210
2,380
192.168.1.67
UzCard
UZS
Reversed
29
4,628.15
827
Password
6
Cash In
1
1,632
13,409,718
39,765,000
2024-01-01 10:31:00
10:31:00
Fergana
5,149
2,921
192.168.1.108
Humo
UZS
Reversed
20
1,446.02
580
2FA
1
Cash Out
1
1,633
82,278,425
46,962,000
2024-01-01 10:32:00
10:32:00
Andijan
6,248
2,815
192.168.1.222
Humo
UZS
Reversed
33
28.47
1,228
2FA
1
Payment
1
1,634
32,493,628
13,435,000
2024-01-01 10:33:00
10:33:00
Tashkent
5,533
2,568
192.168.1.67
Humo
USD
Successful
40
1,919.89
1,115
Biometric
2
Cash In
1
1,635
66,732,272
9,661,000
2024-01-01 10:34:00
10:34:00
Navoiy
6,610
2,896
192.168.1.45
UzCard
USD
Reversed
26
3,925.25
165
Password
5
Cash In
1
1,636
59,457,372
77,752,000
2024-01-01 10:35:00
10:35:00
Sirdarya
5,226
2,157
192.168.1.35
UzCard
UZS
Failed
24
2,008.02
402
Password
7
Cash In
1
1,637
72,965,924
60,490,000
2024-01-01 10:36:00
10:36:00
Navoiy
6,485
2,670
192.168.1.172
UzCard
USD
Successful
27
609.95
970
2FA
9
Cash Out
1
1,638
18,168,264
73,533,000
2024-01-01 10:37:00
10:37:00
Samarkand
5,677
2,480
192.168.1.189
Humo
UZS
Failed
20
3,460.37
872
Password
3
Cash Out
1
1,639
55,298,682
54,242,000
2024-01-01 10:38:00
10:38:00
Andijan
6,619
2,057
192.168.1.94
UzCard
USD
Successful
28
1,267.54
510
Password
8
Cash Out
1
1,640
71,798,498
79,600,000
2024-01-01 10:39:00
10:39:00
Navoiy
6,130
2,836
192.168.1.121
UzCard
UZS
Successful
26
1,772.14
1,393
Biometric
7
Transfer
1
1,641
89,799,358
69,225,000
2024-01-01 10:40:00
10:40:00
Jizzakh
5,707
2,600
192.168.1.246
Humo
UZS
Successful
40
3,710.03
711
Password
3
Transfer
1
1,642
33,014,511
45,210,000
2024-01-01 10:41:00
10:41:00
Samarkand
6,405
2,729
192.168.1.28
UzCard
UZS
Reversed
43
183.05
510
Password
2
Cash In
1
1,643
35,859,439
98,183,000
2024-01-01 10:42:00
10:42:00
Namangan
5,010
2,231
192.168.1.44
Humo
USD
Successful
4
1,905.07
257
2FA
9
Cash Out
1
1,644
33,917,643
60,998,000
2024-01-01 10:43:00
10:43:00
Surkhandarya
5,637
2,834
192.168.1.206
UzCard
USD
Failed
5
889.6
471
2FA
4
Transfer
1
1,645
73,329,560
53,339,000
2024-01-01 10:44:00
10:44:00
Tashkent
6,719
2,666
192.168.1.134
Humo
UZS
Failed
38
3,940.76
430
Password
1
Transfer
1
1,646
57,637,246
40,083,000
2024-01-01 10:45:00
10:45:00
Khorezm
5,925
2,822
192.168.1.18
UzCard
USD
Failed
27
3,871.79
528
Biometric
8
Cash In
1
1,647
26,677,004
28,039,000
2024-01-01 10:46:00
10:46:00
Samarkand
5,374
2,235
192.168.1.56
Humo
UZS
Failed
28
3,028.5
876
2FA
8
Cash In
1
1,648
61,478,525
69,259,000
2024-01-01 10:47:00
10:47:00
Bukhara
6,375
2,033
192.168.1.212
UzCard
USD
Successful
3
1,851.14
681
2FA
6
Payment
1
1,649
20,181,153
92,800,000
2024-01-01 10:48:00
10:48:00
Sirdarya
5,427
2,459
192.168.1.59
Humo
UZS
Reversed
30
402.38
1,044
Password
7
Payment
1
1,650
89,618,754
72,312,000
2024-01-01 10:49:00
10:49:00
Fergana
6,695
2,173
192.168.1.173
Humo
USD
Reversed
25
3,575.55
1,225
Password
1
Cash In
1
1,651
23,418,111
81,137,000
2024-01-01 10:50:00
10:50:00
Samarkand
6,081
2,270
192.168.1.132
UzCard
USD
Successful
37
2,309.52
1,061
2FA
2
Transfer
1
1,652
84,277,392
62,783,000
2024-01-01 10:51:00
10:51:00
Namangan
6,605
2,200
192.168.1.163
Humo
UZS
Successful
38
4,717.74
679
Password
5
Cash Out
1
1,653
18,639,948
43,416,000
2024-01-01 10:52:00
10:52:00
Namangan
6,657
2,643
192.168.1.154
Humo
USD
Failed
2
170.73
1,367
Biometric
2
Payment
1
1,654
46,999,924
87,727,000
2024-01-01 10:53:00
10:53:00
Khorezm
6,297
2,762
192.168.1.99
Humo
UZS
Failed
39
1,841.53
202
Password
6
Payment
1
1,655
50,823,245
97,044,000
2024-01-01 10:54:00
10:54:00
Fergana
5,301
2,965
192.168.1.221
Humo
USD
Reversed
9
3,651.36
95
Password
4
Transfer
1
1,656
95,558,428
79,249,000
2024-01-01 10:55:00
10:55:00
Namangan
6,319
2,318
192.168.1.210
UzCard
UZS
Successful
6
1,177.88
20
2FA
9
Cash Out
1
1,657
54,570,512
99,801,000
2024-01-01 10:56:00
10:56:00
Tashkent
5,505
2,457
192.168.1.207
Humo
USD
Failed
21
2,433.99
1,147
Biometric
9
Cash In
1
1,658
77,285,517
7,437,000
2024-01-01 10:57:00
10:57:00
Andijan
5,339
2,306
192.168.1.39
UzCard
UZS
Successful
11
61.3
622
2FA
1
Transfer
1
1,659
29,250,055
80,172,000
2024-01-01 10:58:00
10:58:00
Kashkadarya
6,912
2,452
192.168.1.138
Humo
USD
Reversed
10
3,053.71
392
Password
8
Payment
1
1,660
91,508,304
94,645,000
2024-01-01 10:59:00
10:59:00
Surkhandarya
6,215
2,428
192.168.1.58
Humo
USD
Successful
8
2,982.36
870
2FA
9
Payment
1
1,661
71,923,509
2,440,000
2024-01-01 11:00:00
11:00:00
Sirdarya
5,009
2,098
192.168.1.179
UzCard
UZS
Reversed
27
1,148.18
9
2FA
7
Transfer
1
1,662
55,445,699
17,170,000
2024-01-01 11:01:00
11:01:00
Bukhara
5,769
2,774
192.168.1.214
Humo
USD
Reversed
7
1,909.19
1,347
Password
8
Cash Out
1
1,663
74,248,489
13,452,000
2024-01-01 11:02:00
11:02:00
Samarkand
5,181
2,879
192.168.1.53
Humo
USD
Successful
22
135.38
1,359
Password
7
Cash Out
1
1,664
25,464,200
82,359,000
2024-01-01 11:03:00
11:03:00
Bukhara
5,033
2,600
192.168.1.138
Humo
UZS
Reversed
5
225.48
930
Biometric
3
Cash Out
1
1,665
24,175,763
59,400,000
2024-01-01 11:04:00
11:04:00
Kashkadarya
6,018
2,749
192.168.1.58
UzCard
USD
Reversed
7
4,905.8
852
2FA
3
Cash Out
1
1,666
93,488,857
60,266,000
2024-01-01 11:05:00
11:05:00
Khorezm
5,885
2,128
192.168.1.215
UzCard
UZS
Failed
5
763.67
1,378
Biometric
4
Transfer
1
1,667
96,749,232
21,236,000
2024-01-01 11:06:00
11:06:00
Namangan
6,504
2,998
192.168.1.187
UzCard
USD
Failed
2
2,301.73
1,129
2FA
4
Transfer
1
1,668
70,735,007
19,873,000
2024-01-01 11:07:00
11:07:00
Fergana
5,802
2,681
192.168.1.215
Humo
USD
Successful
38
2,632.87
824
Biometric
7
Cash Out
1
1,669
25,817,790
95,819,000
2024-01-01 11:08:00
11:08:00
Navoiy
6,170
2,674
192.168.1.79
UzCard
UZS
Successful
15
618.03
216
Password
9
Cash In
1
1,670
44,165,420
84,339,000
2024-01-01 11:09:00
11:09:00
Fergana
6,849
2,058
192.168.1.159
Humo
UZS
Reversed
37
1,029.27
53
Biometric
7
Payment
1
1,671
12,445,993
53,761,000
2024-01-01 11:10:00
11:10:00
Sirdarya
6,451
2,300
192.168.1.222
Humo
USD
Successful
29
2,099.93
841
2FA
9
Transfer
1
1,672
26,596,571
71,867,000
2024-01-01 11:11:00
11:11:00
Surkhandarya
6,792
2,338
192.168.1.74
Humo
USD
Reversed
10
420.5
977
Password
7
Payment
1
1,673
54,238,543
72,343,000
2024-01-01 11:12:00
11:12:00
Namangan
6,683
2,871
192.168.1.132
UzCard
USD
Successful
14
2,982.56
790
2FA
7
Cash Out
1
1,674
46,545,504
90,071,000
2024-01-01 11:13:00
11:13:00
Surkhandarya
6,018
2,052
192.168.1.90
UzCard
UZS
Reversed
14
3,966.92
383
Password
5
Payment
1
1,675
78,366,359
8,385,000
2024-01-01 11:14:00
11:14:00
Bukhara
5,162
2,756
192.168.1.242
UzCard
UZS
Reversed
26
3,405.17
1,203
Biometric
2
Cash Out
1
1,676
17,061,691
38,749,000
2024-01-01 11:15:00
11:15:00
Jizzakh
5,664
2,866
192.168.1.230
Humo
USD
Reversed
47
4,237.95
701
2FA
2
Cash In
1
1,677
76,330,592
90,434,000
2024-01-01 11:16:00
11:16:00
Namangan
6,725
2,840
192.168.1.77
UzCard
USD
Successful
25
1,662.5
1,396
2FA
1
Cash In
1
1,678
60,241,094
13,285,000
2024-01-01 11:17:00
11:17:00
Andijan
6,250
2,399
192.168.1.83
UzCard
UZS
Reversed
1
1,453.31
1,001
Biometric
4
Cash Out
1
1,679
49,443,400
72,424,000
2024-01-01 11:18:00
11:18:00
Kashkadarya
6,987
2,319
192.168.1.19
UzCard
USD
Successful
43
1,284.08
23
Password
1
Transfer
1
1,680
67,906,274
45,664,000
2024-01-01 11:19:00
11:19:00
Kashkadarya
5,681
2,419
192.168.1.141
UzCard
USD
Failed
7
253.87
744
2FA
7
Cash Out
1
1,681
57,618,351
14,016,000
2024-01-01 11:20:00
11:20:00
Tashkent
5,182
2,532
192.168.1.183
Humo
USD
Failed
24
715.92
1,340
Password
5
Cash Out
1
1,682
64,051,259
79,046,000
2024-01-01 11:21:00
11:21:00
Fergana
6,349
2,967
192.168.1.244
UzCard
USD
Reversed
37
3,428.02
59
2FA
8
Cash Out
1
1,683
66,957,150
36,686,000
2024-01-01 11:22:00
11:22:00
Tashkent
5,077
2,493
192.168.1.73
UzCard
UZS
Failed
13
4,839.68
1,061
2FA
2
Payment
1
1,684
44,322,127
24,296,000
2024-01-01 11:23:00
11:23:00
Fergana
6,069
2,339
192.168.1.86
UzCard
USD
Reversed
11
2,312.11
911
Password
5
Payment
1
1,685
98,468,763
97,521,000
2024-01-01 11:24:00
11:24:00
Fergana
6,244
2,503
192.168.1.64
UzCard
USD
Reversed
12
3,055.77
492
Password
9
Payment
1
1,686
51,773,477
37,568,000
2024-01-01 11:25:00
11:25:00
Tashkent
6,628
2,732
192.168.1.38
Humo
USD
Failed
28
3,099.25
26
Biometric
9
Transfer
1
1,687
95,942,842
42,032,000
2024-01-01 11:26:00
11:26:00
Namangan
6,793
2,581
192.168.1.48
Humo
UZS
Successful
37
1,931.9
867
Biometric
1
Transfer
1
1,688
53,290,067
11,394,000
2024-01-01 11:27:00
11:27:00
Jizzakh
5,055
2,949
192.168.1.240
UzCard
USD
Reversed
37
3,265.61
399
Password
1
Cash In
1
1,689
24,501,616
69,606,000
2024-01-01 11:28:00
11:28:00
Samarkand
5,963
2,523
192.168.1.67
Humo
USD
Reversed
42
2,191.4
1,403
Biometric
5
Cash Out
1
1,690
94,577,126
41,696,000
2024-01-01 11:29:00
11:29:00
Jizzakh
6,213
2,785
192.168.1.10
UzCard
UZS
Failed
3
2,766.55
57
Password
7
Cash In
1
1,691
16,085,079
36,129,000
2024-01-01 11:30:00
11:30:00
Khorezm
6,241
2,834
192.168.1.72
Humo
USD
Failed
40
154.67
631
Biometric
4
Cash In
1
1,692
44,058,169
88,434,000
2024-01-01 11:31:00
11:31:00
Sirdarya
5,178
2,272
192.168.1.56
Humo
UZS
Successful
12
1,640.09
421
Biometric
6
Payment
1
1,693
40,107,284
75,765,000
2024-01-01 11:32:00
11:32:00
Sirdarya
6,785
2,254
192.168.1.24
UzCard
UZS
Reversed
43
4,209.02
878
Biometric
8
Cash In
1
1,694
76,240,793
89,346,000
2024-01-01 11:33:00
11:33:00
Andijan
6,535
3,000
192.168.1.243
UzCard
USD
Failed
39
3,931.32
1,069
Biometric
3
Cash In
1
1,695
10,976,595
42,253,000
2024-01-01 11:34:00
11:34:00
Samarkand
5,480
2,474
192.168.1.19
Humo
UZS
Successful
47
2,712.15
354
Password
5
Cash In
1
1,696
88,519,171
36,144,000
2024-01-01 11:35:00
11:35:00
Kashkadarya
6,427
2,974
192.168.1.119
UzCard
USD
Failed
20
4,825.13
864
2FA
3
Cash In
1
1,697
75,083,970
4,426,000
2024-01-01 11:36:00
11:36:00
Khorezm
5,147
2,229
192.168.1.220
UzCard
UZS
Reversed
13
3,115.39
112
2FA
9
Cash In
1
1,698
52,439,513
38,999,000
2024-01-01 11:37:00
11:37:00
Sirdarya
6,317
2,004
192.168.1.230
UzCard
UZS
Reversed
31
3,485.02
358
2FA
1
Cash In
1
1,699
53,923,080
68,287,000
2024-01-01 11:38:00
11:38:00
Kashkadarya
5,305
2,274
192.168.1.64
UzCard
UZS
Successful
29
2,824.8
13
Biometric
6
Cash Out
1
1,700
81,470,970
65,900,000
2024-01-01 11:39:00
11:39:00
Navoiy
5,349
2,858
192.168.1.127
UzCard
UZS
Successful
1
4,196.49
58
Password
5
Payment
1