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
1,701
71,671,363
2,964,000
2024-01-01 11:40:00
11:40:00
Surkhandarya
6,113
2,954
192.168.1.245
Humo
UZS
Successful
10
393.82
1,203
Password
1
Cash Out
1
1,702
19,055,750
58,990,000
2024-01-01 11:41:00
11:41:00
Fergana
5,916
2,796
192.168.1.218
Humo
UZS
Reversed
30
435.98
85
Password
3
Cash Out
1
1,703
89,759,420
25,000
2024-01-01 11:42:00
11:42:00
Andijan
6,220
2,523
192.168.1.133
Humo
UZS
Successful
2
2,847.79
247
Biometric
6
Cash In
1
1,704
24,738,050
22,718,000
2024-01-01 11:43:00
11:43:00
Sirdarya
6,099
2,795
192.168.1.214
UzCard
UZS
Reversed
36
4,769.95
615
Biometric
3
Payment
1
1,705
61,568,974
79,397,000
2024-01-01 11:44:00
11:44:00
Surkhandarya
6,760
2,725
192.168.1.9
UzCard
UZS
Reversed
28
170.2
205
Password
5
Cash Out
1
1,706
60,921,474
80,133,000
2024-01-01 11:45:00
11:45:00
Namangan
5,855
2,655
192.168.1.248
Humo
UZS
Failed
8
3,691.33
548
Password
1
Transfer
1
1,707
61,883,723
90,058,000
2024-01-01 11:46:00
11:46:00
Tashkent
5,542
2,742
192.168.1.140
Humo
USD
Reversed
22
2,605.95
551
Password
4
Payment
1
1,708
23,490,425
6,150,000
2024-01-01 11:47:00
11:47:00
Khorezm
6,192
2,797
192.168.1.81
Humo
USD
Successful
31
2,730.9
604
Password
2
Cash In
1
1,709
36,434,613
54,978,000
2024-01-01 11:48:00
11:48:00
Namangan
6,129
2,936
192.168.1.69
Humo
UZS
Failed
22
1,665.78
939
Biometric
6
Payment
1
1,710
60,201,291
80,920,000
2024-01-01 11:49:00
11:49:00
Navoiy
6,769
2,764
192.168.1.34
UzCard
UZS
Successful
40
4,953.07
1,431
Biometric
9
Cash Out
1
1,711
26,270,712
31,513,000
2024-01-01 11:50:00
11:50:00
Fergana
6,652
2,733
192.168.1.98
Humo
UZS
Failed
33
525.12
383
2FA
9
Cash Out
1
1,712
63,152,000
85,584,000
2024-01-01 11:51:00
11:51:00
Sirdarya
5,604
2,831
192.168.1.14
UzCard
USD
Successful
3
2,846.67
1,230
Biometric
9
Cash Out
1
1,713
61,161,970
8,565,000
2024-01-01 11:52:00
11:52:00
Surkhandarya
5,431
2,383
192.168.1.188
UzCard
UZS
Reversed
14
2,766.79
673
Password
2
Transfer
1
1,714
18,323,846
47,700,000
2024-01-01 11:53:00
11:53:00
Jizzakh
6,154
2,214
192.168.1.153
UzCard
USD
Failed
37
416.31
1,087
2FA
5
Payment
1
1,715
20,877,596
39,094,000
2024-01-01 11:54:00
11:54:00
Khorezm
6,995
2,503
192.168.1.60
UzCard
UZS
Failed
21
2,809.45
517
Password
6
Cash In
1
1,716
25,232,486
46,769,000
2024-01-01 11:55:00
11:55:00
Surkhandarya
5,977
2,210
192.168.1.51
Humo
USD
Successful
33
3,135.11
990
Password
5
Cash In
1
1,717
28,804,981
69,301,000
2024-01-01 11:56:00
11:56:00
Bukhara
5,469
2,958
192.168.1.162
Humo
UZS
Reversed
37
4,526.4
1,276
2FA
5
Payment
1
1,718
22,454,850
60,968,000
2024-01-01 11:57:00
11:57:00
Andijan
6,531
2,756
192.168.1.23
UzCard
UZS
Successful
22
4,081.61
1,118
2FA
1
Cash Out
1
1,719
49,027,394
15,091,000
2024-01-01 11:58:00
11:58:00
Fergana
5,981
2,053
192.168.1.19
UzCard
USD
Reversed
27
1,983.68
1,107
2FA
7
Cash In
1
1,720
64,358,519
41,632,000
2024-01-01 11:59:00
11:59:00
Navoiy
6,059
2,382
192.168.1.99
UzCard
USD
Reversed
11
1,349.05
1,117
Password
9
Cash Out
1
1,721
90,435,913
18,135,000
2024-01-01 12:00:00
12:00:00
Kashkadarya
5,160
2,353
192.168.1.150
Humo
USD
Successful
32
3,419.08
1,034
Password
4
Payment
1
1,722
97,869,829
98,084,000
2024-01-01 12:01:00
12:01:00
Bukhara
6,870
2,629
192.168.1.139
Humo
USD
Reversed
4
1,759.47
1,433
Password
2
Cash In
1
1,723
81,213,651
71,830,000
2024-01-01 12:02:00
12:02:00
Navoiy
6,715
2,738
192.168.1.213
UzCard
UZS
Successful
17
1,238.24
1,357
2FA
4
Payment
1
1,724
38,459,112
86,378,000
2024-01-01 12:03:00
12:03:00
Khorezm
6,380
2,337
192.168.1.235
Humo
USD
Failed
36
3,317.17
959
Password
9
Payment
1
1,725
34,218,841
21,303,000
2024-01-01 12:04:00
12:04:00
Andijan
5,996
2,591
192.168.1.205
UzCard
UZS
Reversed
12
13.1
1,316
Biometric
9
Transfer
1
1,726
86,348,618
87,167,000
2024-01-01 12:05:00
12:05:00
Sirdarya
5,452
2,406
192.168.1.128
UzCard
USD
Reversed
23
2,050
97
2FA
8
Cash Out
1
1,727
11,175,030
98,805,000
2024-01-01 12:06:00
12:06:00
Namangan
6,884
2,505
192.168.1.128
Humo
UZS
Successful
44
146.8
689
Password
8
Transfer
1
1,728
93,220,710
907,000
2024-01-01 12:07:00
12:07:00
Kashkadarya
6,843
2,545
192.168.1.123
Humo
UZS
Reversed
23
3,094.63
295
Password
7
Cash In
1
1,729
49,577,296
87,420,000
2024-01-01 12:08:00
12:08:00
Navoiy
6,976
2,450
192.168.1.22
UzCard
UZS
Failed
17
4,759.53
49
Password
3
Transfer
1
1,730
32,778,675
40,753,000
2024-01-01 12:09:00
12:09:00
Sirdarya
5,892
2,250
192.168.1.155
UzCard
UZS
Reversed
35
3,433.05
1,180
2FA
8
Transfer
1
1,731
65,305,537
91,830,000
2024-01-01 12:10:00
12:10:00
Fergana
6,943
2,137
192.168.1.25
UzCard
USD
Failed
30
2,402.45
496
Biometric
7
Payment
1
1,732
80,155,902
98,484,000
2024-01-01 12:11:00
12:11:00
Navoiy
6,877
2,943
192.168.1.114
Humo
UZS
Successful
8
3,191.79
1,370
2FA
2
Cash Out
1
1,733
12,098,701
80,264,000
2024-01-01 12:12:00
12:12:00
Fergana
5,460
2,373
192.168.1.62
UzCard
UZS
Successful
42
2,892.03
799
Biometric
7
Transfer
1
1,734
12,106,881
75,843,000
2024-01-01 12:13:00
12:13:00
Namangan
5,812
2,782
192.168.1.39
UzCard
USD
Reversed
33
731.17
1,367
Password
3
Payment
1
1,735
12,584,607
8,940,000
2024-01-01 12:14:00
12:14:00
Samarkand
6,128
2,959
192.168.1.203
UzCard
USD
Successful
11
4,045.32
170
Biometric
3
Payment
1
1,736
22,923,005
72,131,000
2024-01-01 12:15:00
12:15:00
Namangan
6,208
2,481
192.168.1.3
Humo
UZS
Reversed
32
2,613.16
241
Biometric
6
Payment
1
1,737
65,845,962
65,198,000
2024-01-01 12:16:00
12:16:00
Surkhandarya
5,573
2,364
192.168.1.141
UzCard
USD
Failed
2
515.43
316
Password
6
Cash In
1
1,738
39,148,411
53,493,000
2024-01-01 12:17:00
12:17:00
Kashkadarya
5,026
2,759
192.168.1.213
UzCard
UZS
Successful
35
4,387.92
763
2FA
3
Cash Out
1
1,739
89,862,947
96,147,000
2024-01-01 12:18:00
12:18:00
Samarkand
5,943
2,606
192.168.1.2
Humo
USD
Reversed
9
3,917.65
1,124
2FA
4
Cash In
1
1,740
99,394,143
51,034,000
2024-01-01 12:19:00
12:19:00
Fergana
6,396
2,381
192.168.1.175
UzCard
USD
Reversed
41
1,914.88
118
Biometric
8
Payment
1
1,741
75,310,753
4,431,000
2024-01-01 12:20:00
12:20:00
Tashkent
6,449
2,389
192.168.1.226
Humo
UZS
Reversed
8
2,876.21
633
Biometric
2
Payment
1
1,742
29,720,530
55,779,000
2024-01-01 12:21:00
12:21:00
Sirdarya
5,125
2,501
192.168.1.150
Humo
UZS
Successful
5
2,370.88
106
Password
4
Cash Out
1
1,743
17,840,628
55,002,000
2024-01-01 12:22:00
12:22:00
Navoiy
5,144
2,748
192.168.1.36
UzCard
USD
Reversed
46
4,374.24
959
2FA
9
Payment
1
1,744
31,644,686
77,256,000
2024-01-01 12:23:00
12:23:00
Namangan
5,044
2,399
192.168.1.71
UzCard
UZS
Reversed
18
2,855.76
1,256
Password
4
Payment
1
1,745
53,190,352
40,711,000
2024-01-01 12:24:00
12:24:00
Samarkand
6,884
2,734
192.168.1.13
UzCard
UZS
Successful
29
2,934.81
246
Password
2
Transfer
1
1,746
91,234,058
76,901,000
2024-01-01 12:25:00
12:25:00
Sirdarya
6,678
2,618
192.168.1.66
Humo
UZS
Reversed
34
4,600.05
241
Password
8
Cash Out
1
1,747
20,070,294
79,317,000
2024-01-01 12:26:00
12:26:00
Tashkent
5,761
2,613
192.168.1.87
Humo
UZS
Failed
44
670.41
1,135
Biometric
6
Cash Out
1
1,748
27,438,750
9,205,000
2024-01-01 12:27:00
12:27:00
Navoiy
5,780
2,774
192.168.1.140
Humo
UZS
Reversed
40
4,110.48
152
Biometric
9
Transfer
1
1,749
52,584,582
57,505,000
2024-01-01 12:28:00
12:28:00
Kashkadarya
5,202
2,632
192.168.1.52
UzCard
UZS
Failed
40
1,101.71
1,086
Password
8
Cash In
1
1,750
82,415,024
25,370,000
2024-01-01 12:29:00
12:29:00
Tashkent
5,184
2,565
192.168.1.227
Humo
UZS
Successful
19
2,766.51
244
Biometric
7
Transfer
1
1,751
39,051,113
2,906,000
2024-01-01 12:30:00
12:30:00
Khorezm
6,019
2,994
192.168.1.209
UzCard
USD
Reversed
40
3,246.36
936
2FA
4
Payment
1
1,752
73,422,779
89,825,000
2024-01-01 12:31:00
12:31:00
Fergana
6,913
2,563
192.168.1.90
Humo
UZS
Reversed
23
3,747.28
298
Password
2
Transfer
1
1,753
58,229,864
67,088,000
2024-01-01 12:32:00
12:32:00
Tashkent
6,897
2,668
192.168.1.185
UzCard
USD
Successful
46
4,680.78
515
2FA
1
Cash Out
1
1,754
46,831,156
8,685,000
2024-01-01 12:33:00
12:33:00
Navoiy
5,126
2,018
192.168.1.2
Humo
UZS
Failed
38
2,563.23
103
Biometric
4
Cash In
1
1,755
34,834,446
17,277,000
2024-01-01 12:34:00
12:34:00
Navoiy
6,218
2,500
192.168.1.170
UzCard
USD
Reversed
28
1,100.72
938
Biometric
7
Cash Out
1
1,756
53,477,214
20,641,000
2024-01-01 12:35:00
12:35:00
Kashkadarya
5,131
2,302
192.168.1.113
Humo
UZS
Reversed
16
3,499.89
471
Password
1
Cash In
1
1,757
50,117,858
16,250,000
2024-01-01 12:36:00
12:36:00
Surkhandarya
6,261
2,215
192.168.1.119
Humo
USD
Reversed
6
1,433.36
498
Password
9
Cash In
1
1,758
89,863,981
33,393,000
2024-01-01 12:37:00
12:37:00
Andijan
6,749
2,602
192.168.1.75
UzCard
UZS
Reversed
32
1,177.24
1,399
2FA
8
Cash In
1
1,759
86,451,626
19,731,000
2024-01-01 12:38:00
12:38:00
Navoiy
6,363
2,983
192.168.1.160
Humo
USD
Failed
9
2,377.83
87
Password
9
Transfer
1
1,760
37,512,375
61,699,000
2024-01-01 12:39:00
12:39:00
Namangan
6,223
2,115
192.168.1.245
UzCard
USD
Reversed
2
4,525.19
736
Password
6
Cash Out
1
1,761
32,471,858
97,949,000
2024-01-01 12:40:00
12:40:00
Tashkent
6,002
2,662
192.168.1.195
UzCard
USD
Successful
15
2,442.75
618
Biometric
3
Payment
1
1,762
94,175,049
11,868,000
2024-01-01 12:41:00
12:41:00
Khorezm
5,115
2,644
192.168.1.135
Humo
UZS
Successful
49
2,481.83
1,405
Password
3
Cash In
1
1,763
53,760,538
88,060,000
2024-01-01 12:42:00
12:42:00
Surkhandarya
6,282
2,573
192.168.1.61
UzCard
USD
Failed
30
413.53
1,383
Password
7
Transfer
1
1,764
31,634,675
10,304,000
2024-01-01 12:43:00
12:43:00
Sirdarya
5,324
2,134
192.168.1.248
Humo
UZS
Reversed
28
4,242.29
612
Biometric
9
Cash Out
1
1,765
68,970,809
89,703,000
2024-01-01 12:44:00
12:44:00
Navoiy
6,860
2,807
192.168.1.173
Humo
UZS
Successful
44
3,845.51
1,071
2FA
4
Cash In
1
1,766
95,607,278
36,187,000
2024-01-01 12:45:00
12:45:00
Bukhara
5,748
2,404
192.168.1.158
Humo
UZS
Reversed
3
697.84
1,245
2FA
9
Transfer
1
1,767
78,004,753
52,304,000
2024-01-01 12:46:00
12:46:00
Surkhandarya
6,037
2,984
192.168.1.26
UzCard
UZS
Reversed
2
77.03
127
2FA
4
Cash Out
1
1,768
52,560,877
13,833,000
2024-01-01 12:47:00
12:47:00
Bukhara
5,221
2,168
192.168.1.61
Humo
USD
Reversed
28
3,807.42
1,122
Password
1
Transfer
1
1,769
95,505,842
50,470,000
2024-01-01 12:48:00
12:48:00
Khorezm
6,298
2,779
192.168.1.222
UzCard
USD
Failed
29
3,446.54
1,162
Password
3
Transfer
1
1,770
33,230,691
64,254,000
2024-01-01 12:49:00
12:49:00
Fergana
6,609
2,941
192.168.1.86
UzCard
UZS
Failed
37
2,537.54
953
Biometric
3
Transfer
1
1,771
13,608,030
88,502,000
2024-01-01 12:50:00
12:50:00
Fergana
6,988
2,759
192.168.1.166
UzCard
UZS
Failed
22
3,238.13
198
Biometric
8
Cash Out
1
1,772
10,055,671
79,429,000
2024-01-01 12:51:00
12:51:00
Kashkadarya
6,064
2,848
192.168.1.189
Humo
UZS
Failed
26
3,539.43
1,321
Password
8
Cash In
1
1,773
41,206,021
70,382,000
2024-01-01 12:52:00
12:52:00
Kashkadarya
6,712
2,727
192.168.1.229
Humo
UZS
Reversed
43
4,807.33
1,148
Biometric
5
Transfer
1
1,774
99,678,317
99,919,000
2024-01-01 12:53:00
12:53:00
Tashkent
6,514
2,774
192.168.1.218
Humo
UZS
Failed
46
893.15
782
Password
7
Payment
1
1,775
10,322,456
65,925,000
2024-01-01 12:54:00
12:54:00
Bukhara
5,787
2,705
192.168.1.240
Humo
UZS
Reversed
14
2,644.16
178
2FA
4
Cash In
1
1,776
38,724,117
37,520,000
2024-01-01 12:55:00
12:55:00
Khorezm
6,713
2,975
192.168.1.203
UzCard
USD
Reversed
16
3,944.95
809
Biometric
1
Transfer
1
1,777
46,709,509
92,023,000
2024-01-01 12:56:00
12:56:00
Bukhara
6,196
2,243
192.168.1.87
UzCard
UZS
Failed
12
380.71
495
2FA
3
Transfer
1
1,778
26,338,339
15,976,000
2024-01-01 12:57:00
12:57:00
Khorezm
6,484
2,266
192.168.1.143
UzCard
USD
Reversed
1
347.13
1,067
2FA
1
Payment
1
1,779
50,334,537
70,714,000
2024-01-01 12:58:00
12:58:00
Surkhandarya
6,649
2,647
192.168.1.193
UzCard
UZS
Successful
4
1,622.66
1,062
2FA
6
Cash Out
1
1,780
66,860,642
84,303,000
2024-01-01 12:59:00
12:59:00
Navoiy
6,356
2,797
192.168.1.241
Humo
USD
Failed
10
2,952.42
279
Password
9
Transfer
1
1,781
95,275,714
28,332,000
2024-01-01 13:00:00
13:00:00
Fergana
6,679
2,629
192.168.1.213
Humo
USD
Failed
45
1,464.56
1,071
2FA
5
Cash In
1
1,782
46,864,461
89,782,000
2024-01-01 13:01:00
13:01:00
Kashkadarya
6,466
2,226
192.168.1.107
UzCard
USD
Successful
30
1,563.57
645
Password
3
Cash In
1
1,783
38,628,672
82,130,000
2024-01-01 13:02:00
13:02:00
Jizzakh
5,004
2,598
192.168.1.77
UzCard
USD
Reversed
49
4,144.44
1,253
2FA
4
Cash In
1
1,784
84,650,839
41,083,000
2024-01-01 13:03:00
13:03:00
Andijan
5,962
2,656
192.168.1.125
UzCard
USD
Successful
38
4,265.51
1,255
Biometric
2
Cash In
1
1,785
44,271,611
88,095,000
2024-01-01 13:04:00
13:04:00
Jizzakh
5,874
2,784
192.168.1.55
UzCard
USD
Successful
32
2,465.96
905
Password
3
Payment
1
1,786
62,552,344
92,430,000
2024-01-01 13:05:00
13:05:00
Tashkent
5,367
2,409
192.168.1.222
UzCard
UZS
Failed
36
1,489.67
527
Biometric
1
Payment
1
1,787
90,185,991
57,603,000
2024-01-01 13:06:00
13:06:00
Surkhandarya
5,201
2,820
192.168.1.125
UzCard
USD
Successful
32
1,470.15
758
Biometric
9
Cash In
1
1,788
97,215,682
45,805,000
2024-01-01 13:07:00
13:07:00
Samarkand
6,237
2,782
192.168.1.218
UzCard
UZS
Successful
8
2,304.55
621
Biometric
7
Cash Out
1
1,789
85,829,933
4,108,000
2024-01-01 13:08:00
13:08:00
Bukhara
5,818
2,212
192.168.1.196
Humo
UZS
Successful
4
832.41
204
Biometric
6
Cash In
1
1,790
12,090,667
28,336,000
2024-01-01 13:09:00
13:09:00
Khorezm
5,341
2,931
192.168.1.253
Humo
UZS
Reversed
13
4,737.61
906
Biometric
3
Payment
1
1,791
68,401,733
29,549,000
2024-01-01 13:10:00
13:10:00
Namangan
5,339
2,526
192.168.1.225
UzCard
UZS
Successful
34
1,718.18
1,434
Password
4
Cash In
1
1,792
97,068,382
19,641,000
2024-01-01 13:11:00
13:11:00
Namangan
6,500
2,671
192.168.1.46
UzCard
UZS
Failed
2
2,791.46
1,184
Password
7
Cash Out
1
1,793
44,219,633
59,955,000
2024-01-01 13:12:00
13:12:00
Tashkent
5,402
2,084
192.168.1.26
Humo
UZS
Failed
5
3,933.72
1,159
2FA
2
Cash In
1
1,794
18,384,501
6,191,000
2024-01-01 13:13:00
13:13:00
Jizzakh
6,453
2,401
192.168.1.100
Humo
USD
Reversed
18
1,557.58
1,384
Password
4
Payment
1
1,795
76,840,384
73,607,000
2024-01-01 13:14:00
13:14:00
Bukhara
6,312
2,931
192.168.1.134
UzCard
UZS
Failed
37
764.94
465
2FA
7
Payment
1
1,796
50,444,311
4,513,000
2024-01-01 13:15:00
13:15:00
Surkhandarya
6,016
2,442
192.168.1.244
UzCard
USD
Reversed
40
2,218.68
624
Password
8
Payment
1
1,797
17,976,286
89,414,000
2024-01-01 13:16:00
13:16:00
Bukhara
6,402
2,480
192.168.1.112
Humo
USD
Reversed
22
4,975.09
914
Password
6
Cash In
1
1,798
17,400,490
9,349,000
2024-01-01 13:17:00
13:17:00
Kashkadarya
5,339
2,215
192.168.1.197
UzCard
USD
Failed
32
3,061.1
263
Password
1
Transfer
1
1,799
52,363,669
70,318,000
2024-01-01 13:18:00
13:18:00
Bukhara
6,679
2,283
192.168.1.152
Humo
UZS
Failed
41
4,403.5
76
Biometric
6
Cash Out
1
1,800
18,564,484
19,082,000
2024-01-01 13:19:00
13:19:00
Surkhandarya
5,476
2,683
192.168.1.56
UzCard
USD
Successful
29
423.87
1,136
Password
2
Payment
1