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
100,901
45,363,190
6,016,000
2024-03-10 09:00:00
09:00:00
Bukhara
6,737
2,393
192.168.1.50
Humo
USD
Successful
24
1,298.42
833
Biometric
3
Cash Out
0
100,902
64,795,331
56,343,000
2024-03-10 09:01:00
09:01:00
Andijan
6,699
2,041
192.168.1.45
Humo
UZS
Successful
37
3,792.17
180
2FA
9
Cash In
0
100,903
43,311,502
16,040,000
2024-03-10 09:02:00
09:02:00
Tashkent
6,479
2,023
192.168.1.58
Humo
USD
Reversed
42
3,499.68
673
2FA
4
Cash Out
0
100,904
13,692,398
11,015,000
2024-03-10 09:03:00
09:03:00
Bukhara
6,715
2,328
192.168.1.3
Humo
USD
Reversed
44
1,620.94
679
Biometric
8
Transfer
0
100,905
34,035,807
56,582,000
2024-03-10 09:04:00
09:04:00
Khorezm
5,474
2,626
192.168.1.121
UzCard
UZS
Successful
15
1,496.35
347
2FA
9
Cash In
0
100,906
80,249,556
21,094,000
2024-03-10 09:05:00
09:05:00
Sirdarya
5,289
2,854
192.168.1.62
Humo
USD
Successful
23
4,792.48
1,078
Biometric
9
Transfer
0
100,907
37,272,601
50,850,000
2024-03-10 09:06:00
09:06:00
Namangan
6,776
2,631
192.168.1.97
Humo
USD
Successful
28
1,282.61
566
2FA
6
Transfer
0
100,908
69,442,360
26,281,000
2024-03-10 09:07:00
09:07:00
Sirdarya
6,750
2,926
192.168.1.14
UzCard
UZS
Reversed
18
2,278.37
386
2FA
7
Payment
0
100,909
33,875,707
78,760,000
2024-03-10 09:08:00
09:08:00
Sirdarya
5,349
2,743
192.168.1.30
UzCard
USD
Reversed
34
2,259.16
1,384
Password
3
Payment
0
100,910
35,922,013
89,467,000
2024-03-10 09:09:00
09:09:00
Samarkand
6,570
2,992
192.168.1.41
Humo
USD
Failed
18
1,667.13
57
Password
5
Payment
0
100,911
61,950,640
4,501,000
2024-03-10 09:10:00
09:10:00
Navoiy
5,451
2,494
192.168.1.200
UzCard
USD
Successful
49
2,956.03
271
Biometric
2
Transfer
0
100,912
39,715,418
73,224,000
2024-03-10 09:11:00
09:11:00
Khorezm
6,623
2,918
192.168.1.136
Humo
UZS
Failed
4
240.71
521
2FA
1
Transfer
0
100,913
67,363,330
81,607,000
2024-03-10 09:12:00
09:12:00
Surkhandarya
6,269
2,842
192.168.1.219
Humo
UZS
Reversed
1
4,078.39
107
Password
6
Cash Out
0
100,914
11,323,301
36,077,000
2024-03-10 09:13:00
09:13:00
Samarkand
5,603
2,627
192.168.1.24
Humo
USD
Successful
15
72.2
548
Password
1
Payment
0
100,915
48,950,038
38,216,000
2024-03-10 09:14:00
09:14:00
Surkhandarya
6,280
2,047
192.168.1.112
UzCard
USD
Successful
8
1,203.91
1,067
Biometric
5
Payment
0
100,916
43,268,007
64,755,000
2024-03-10 09:15:00
09:15:00
Kashkadarya
6,099
2,072
192.168.1.19
UzCard
USD
Failed
6
2,759.64
1,087
2FA
3
Cash In
0
100,917
87,784,838
63,808,000
2024-03-10 09:16:00
09:16:00
Andijan
6,237
2,007
192.168.1.254
UzCard
USD
Failed
14
4,470.22
966
Password
1
Payment
0
100,918
84,330,280
89,636,000
2024-03-10 09:17:00
09:17:00
Fergana
6,207
2,105
192.168.1.147
Humo
UZS
Failed
29
3,432.3
754
2FA
7
Cash Out
0
100,919
72,991,646
73,052,000
2024-03-10 09:18:00
09:18:00
Fergana
5,780
2,338
192.168.1.194
Humo
UZS
Reversed
40
1,926.91
30
Biometric
3
Payment
0
100,920
15,533,691
81,590,000
2024-03-10 09:19:00
09:19:00
Samarkand
5,538
2,865
192.168.1.106
UzCard
USD
Successful
4
4,264.2
439
Biometric
8
Payment
0
100,921
14,786,394
20,695,000
2024-03-10 09:20:00
09:20:00
Sirdarya
6,472
2,825
192.168.1.144
Humo
UZS
Failed
23
265.84
1,137
2FA
7
Cash In
0
100,922
95,234,893
20,795,000
2024-03-10 09:21:00
09:21:00
Surkhandarya
6,354
2,239
192.168.1.247
Humo
USD
Reversed
1
1,609.74
798
Password
3
Cash In
0
100,923
32,768,445
85,630,000
2024-03-10 09:22:00
09:22:00
Khorezm
6,859
2,536
192.168.1.245
UzCard
USD
Failed
44
1,694.15
1,249
Biometric
6
Cash In
0
100,924
86,228,378
6,367,000
2024-03-10 09:23:00
09:23:00
Tashkent
5,903
2,191
192.168.1.209
UzCard
USD
Failed
9
1,314.93
942
Password
3
Transfer
0
100,925
43,955,051
10,862,000
2024-03-10 09:24:00
09:24:00
Jizzakh
5,691
2,026
192.168.1.64
UzCard
USD
Reversed
5
1,475.98
1,401
Biometric
3
Payment
0
100,926
85,235,329
63,570,000
2024-03-10 09:25:00
09:25:00
Sirdarya
6,847
2,155
192.168.1.49
UzCard
USD
Failed
40
4,541.53
460
Password
7
Transfer
0
100,927
17,184,526
11,876,000
2024-03-10 09:26:00
09:26:00
Namangan
5,855
2,066
192.168.1.142
Humo
UZS
Failed
37
509.24
1,065
Password
4
Cash Out
0
100,928
51,532,452
3,330,000
2024-03-10 09:27:00
09:27:00
Khorezm
6,610
2,665
192.168.1.99
UzCard
USD
Reversed
45
3,005.42
277
Biometric
7
Cash In
0
100,929
68,717,443
1,319,000
2024-03-10 09:28:00
09:28:00
Bukhara
5,938
2,041
192.168.1.95
UzCard
USD
Failed
48
2,283.39
701
Biometric
1
Cash Out
0
100,930
69,655,295
40,022,000
2024-03-10 09:29:00
09:29:00
Jizzakh
5,757
2,310
192.168.1.79
Humo
USD
Reversed
8
4,338.01
1,413
Biometric
8
Transfer
0
100,931
31,716,284
11,117,000
2024-03-10 09:30:00
09:30:00
Kashkadarya
5,935
2,014
192.168.1.140
UzCard
USD
Failed
19
4,971.15
1,333
Biometric
7
Transfer
0
100,932
60,138,249
25,785,000
2024-03-10 09:31:00
09:31:00
Fergana
5,998
2,579
192.168.1.20
UzCard
USD
Successful
34
3,833.97
40
2FA
5
Transfer
0
100,933
30,704,758
49,233,000
2024-03-10 09:32:00
09:32:00
Namangan
6,176
2,761
192.168.1.52
Humo
USD
Failed
22
1,728.63
133
2FA
4
Payment
0
100,934
93,788,620
86,519,000
2024-03-10 09:33:00
09:33:00
Tashkent
5,811
2,773
192.168.1.194
Humo
USD
Successful
49
4,960.94
1,296
2FA
6
Cash In
0
100,935
95,841,827
13,504,000
2024-03-10 09:34:00
09:34:00
Navoiy
6,549
2,635
192.168.1.195
Humo
UZS
Failed
46
4,002.81
247
Password
7
Cash In
0
100,936
68,128,873
30,609,000
2024-03-10 09:35:00
09:35:00
Samarkand
5,522
2,204
192.168.1.233
Humo
USD
Successful
36
1,863.85
1,242
Password
1
Transfer
0
100,937
96,590,670
3,785,000
2024-03-10 09:36:00
09:36:00
Andijan
6,399
2,102
192.168.1.46
UzCard
UZS
Successful
18
4,308.93
1,022
Password
5
Cash Out
0
100,938
39,580,780
15,786,000
2024-03-10 09:37:00
09:37:00
Khorezm
5,856
2,666
192.168.1.228
Humo
UZS
Reversed
43
728.04
111
2FA
5
Transfer
0
100,939
15,338,524
92,390,000
2024-03-10 09:38:00
09:38:00
Tashkent
5,495
2,264
192.168.1.49
Humo
USD
Successful
14
3,954.47
1,046
Biometric
2
Cash Out
0
100,940
64,687,588
12,118,000
2024-03-10 09:39:00
09:39:00
Bukhara
5,891
2,864
192.168.1.159
UzCard
UZS
Successful
2
4,021.17
446
2FA
1
Cash Out
0
100,941
11,838,636
70,118,000
2024-03-10 09:40:00
09:40:00
Tashkent
6,399
2,933
192.168.1.92
UzCard
USD
Failed
10
429.26
736
Biometric
6
Payment
0
100,942
51,758,686
75,057,000
2024-03-10 09:41:00
09:41:00
Andijan
6,835
2,415
192.168.1.136
UzCard
USD
Failed
47
3,758.45
1,258
Password
4
Payment
0
100,943
97,464,374
10,620,000
2024-03-10 09:42:00
09:42:00
Samarkand
5,347
2,063
192.168.1.246
Humo
USD
Reversed
24
4,239.18
312
Password
8
Cash In
0
100,944
10,281,683
99,216,000
2024-03-10 09:43:00
09:43:00
Samarkand
5,046
2,539
192.168.1.24
Humo
USD
Reversed
13
2,270.3
891
2FA
7
Cash In
0
100,945
67,074,724
81,211,000
2024-03-10 09:44:00
09:44:00
Andijan
6,019
2,255
192.168.1.25
Humo
UZS
Reversed
41
1,762.48
1,335
Biometric
4
Payment
0
100,946
74,849,192
11,716,000
2024-03-10 09:45:00
09:45:00
Tashkent
6,181
2,794
192.168.1.65
UzCard
UZS
Reversed
39
285.51
897
Biometric
3
Payment
0
100,947
29,711,812
4,663,000
2024-03-10 09:46:00
09:46:00
Andijan
5,198
2,512
192.168.1.206
UzCard
UZS
Failed
23
1,951.45
102
Password
8
Transfer
0
100,948
68,282,600
64,230,000
2024-03-10 09:47:00
09:47:00
Sirdarya
5,614
2,810
192.168.1.149
Humo
USD
Reversed
19
1,000.53
305
Biometric
9
Cash In
0
100,949
48,501,742
58,898,000
2024-03-10 09:48:00
09:48:00
Jizzakh
5,972
2,431
192.168.1.129
Humo
USD
Failed
17
2,504.46
951
2FA
6
Transfer
0
100,950
83,550,270
1,717,000
2024-03-10 09:49:00
09:49:00
Kashkadarya
5,918
2,299
192.168.1.66
Humo
UZS
Failed
20
1,922.62
119
2FA
9
Cash In
0
100,951
90,347,058
94,540,000
2024-03-10 09:50:00
09:50:00
Khorezm
5,640
2,881
192.168.1.250
Humo
USD
Successful
12
2,651.64
340
Password
6
Cash Out
0
100,952
92,172,963
57,696,000
2024-03-10 09:51:00
09:51:00
Tashkent
6,541
2,696
192.168.1.211
UzCard
UZS
Successful
44
526.56
1,425
Password
8
Cash In
0
100,953
31,363,531
11,701,000
2024-03-10 09:52:00
09:52:00
Fergana
5,484
2,746
192.168.1.93
Humo
UZS
Reversed
35
2,622.95
109
Password
5
Payment
0
100,954
40,242,450
7,740,000
2024-03-10 09:53:00
09:53:00
Bukhara
5,527
2,925
192.168.1.199
UzCard
USD
Failed
4
454.13
1,386
2FA
5
Cash In
0
100,955
38,357,121
30,045,000
2024-03-10 09:54:00
09:54:00
Surkhandarya
6,322
2,125
192.168.1.143
UzCard
USD
Successful
22
3,273.09
1,223
Password
4
Payment
0
100,956
19,513,177
35,733,000
2024-03-10 09:55:00
09:55:00
Sirdarya
5,310
2,653
192.168.1.110
UzCard
USD
Successful
10
1,523.51
681
Biometric
5
Cash Out
0
100,957
37,414,417
52,744,000
2024-03-10 09:56:00
09:56:00
Samarkand
6,802
2,350
192.168.1.30
Humo
UZS
Reversed
23
738.62
20
2FA
5
Cash In
0
100,958
89,684,331
3,355,000
2024-03-10 09:57:00
09:57:00
Samarkand
5,112
2,360
192.168.1.204
UzCard
USD
Successful
11
1,389.37
425
Password
2
Cash In
0
100,959
14,044,342
16,884,000
2024-03-10 09:58:00
09:58:00
Fergana
6,476
2,475
192.168.1.101
UzCard
USD
Failed
39
1,508.1
1,168
2FA
3
Cash Out
0
100,960
53,695,536
26,995,000
2024-03-10 09:59:00
09:59:00
Kashkadarya
5,946
2,270
192.168.1.136
UzCard
UZS
Reversed
9
4,969.08
1,022
Biometric
4
Cash In
0
100,961
62,043,745
36,536,000
2024-03-10 10:00:00
10:00:00
Tashkent
6,519
2,360
192.168.1.249
UzCard
USD
Successful
6
2,081.45
934
Password
2
Cash In
0
100,962
45,690,986
66,083,000
2024-03-10 10:01:00
10:01:00
Fergana
5,628
2,777
192.168.1.240
UzCard
UZS
Successful
27
4,927.56
532
Password
3
Transfer
0
100,963
68,264,170
79,685,000
2024-03-10 10:02:00
10:02:00
Fergana
5,151
2,498
192.168.1.15
Humo
USD
Reversed
27
1,651.83
978
Password
1
Cash Out
0
100,964
68,919,616
91,636,000
2024-03-10 10:03:00
10:03:00
Bukhara
6,120
2,884
192.168.1.161
UzCard
UZS
Failed
32
4,560.32
1,342
2FA
1
Payment
0
100,965
95,055,798
73,964,000
2024-03-10 10:04:00
10:04:00
Samarkand
5,867
2,909
192.168.1.253
UzCard
USD
Failed
5
4,867.4
431
2FA
2
Transfer
0
100,966
98,480,083
35,126,000
2024-03-10 10:05:00
10:05:00
Khorezm
5,082
2,541
192.168.1.221
UzCard
UZS
Reversed
9
88.04
704
Password
1
Cash Out
0
100,967
42,417,669
24,741,000
2024-03-10 10:06:00
10:06:00
Sirdarya
5,502
2,386
192.168.1.129
Humo
USD
Reversed
19
4,030.23
407
2FA
5
Payment
0
100,968
35,684,640
99,496,000
2024-03-10 10:07:00
10:07:00
Tashkent
6,008
2,079
192.168.1.95
Humo
UZS
Successful
2
4,253.7
622
Biometric
1
Cash Out
0
100,969
44,192,770
8,431,000
2024-03-10 10:08:00
10:08:00
Khorezm
6,592
2,928
192.168.1.231
Humo
UZS
Failed
16
4,827.63
1,146
Password
6
Cash In
0
100,970
21,320,990
67,858,000
2024-03-10 10:09:00
10:09:00
Surkhandarya
5,810
2,939
192.168.1.194
Humo
USD
Failed
36
2,393.76
1,249
Password
7
Payment
0
100,971
88,119,810
63,372,000
2024-03-10 10:10:00
10:10:00
Fergana
5,152
2,898
192.168.1.86
UzCard
UZS
Successful
34
2,435.68
1,114
2FA
7
Transfer
0
100,972
78,946,769
52,672,000
2024-03-10 10:11:00
10:11:00
Bukhara
6,399
2,254
192.168.1.239
UzCard
USD
Successful
16
3,169.92
279
2FA
7
Cash In
0
100,973
85,208,083
98,802,000
2024-03-10 10:12:00
10:12:00
Samarkand
6,999
2,522
192.168.1.36
UzCard
USD
Reversed
3
501.93
260
Password
2
Cash Out
0
100,974
23,682,998
95,664,000
2024-03-10 10:13:00
10:13:00
Tashkent
6,740
2,862
192.168.1.57
Humo
UZS
Reversed
11
3,494.85
883
2FA
4
Cash Out
0
100,975
74,575,463
99,487,000
2024-03-10 10:14:00
10:14:00
Bukhara
5,163
2,961
192.168.1.90
UzCard
UZS
Successful
35
143.87
695
Password
2
Payment
0
100,976
50,835,929
38,352,000
2024-03-10 10:15:00
10:15:00
Bukhara
6,202
2,650
192.168.1.187
Humo
USD
Failed
19
3,221.43
1,039
Password
3
Cash In
0
100,977
59,392,516
24,726,000
2024-03-10 10:16:00
10:16:00
Andijan
5,187
2,853
192.168.1.41
Humo
UZS
Successful
39
2,334.77
1,125
2FA
1
Transfer
0
100,978
95,054,198
52,935,000
2024-03-10 10:17:00
10:17:00
Andijan
5,145
2,601
192.168.1.133
Humo
UZS
Reversed
33
4,157.48
750
2FA
7
Transfer
0
100,979
86,640,806
1,450,000
2024-03-10 10:18:00
10:18:00
Samarkand
6,181
2,408
192.168.1.12
UzCard
UZS
Failed
39
172.43
645
Biometric
4
Payment
0
100,980
20,555,183
31,321,000
2024-03-10 10:19:00
10:19:00
Khorezm
5,374
2,805
192.168.1.118
UzCard
UZS
Successful
31
3,265.71
1,260
Password
4
Cash In
0
100,981
95,572,506
24,628,000
2024-03-10 10:20:00
10:20:00
Samarkand
5,720
2,551
192.168.1.54
Humo
UZS
Failed
20
2,414.55
644
Password
7
Cash Out
0
100,982
17,232,310
84,529,000
2024-03-10 10:21:00
10:21:00
Samarkand
5,036
2,679
192.168.1.189
Humo
USD
Reversed
3
4,825.73
1,174
Password
6
Cash In
0
100,983
53,080,129
45,908,000
2024-03-10 10:22:00
10:22:00
Navoiy
6,570
2,392
192.168.1.42
UzCard
USD
Reversed
7
2,663.33
1,092
2FA
9
Transfer
0
100,984
92,298,288
27,491,000
2024-03-10 10:23:00
10:23:00
Namangan
5,361
2,083
192.168.1.210
Humo
UZS
Successful
2
4,206.11
550
Password
7
Payment
0
100,985
96,660,911
67,551,000
2024-03-10 10:24:00
10:24:00
Navoiy
5,042
2,387
192.168.1.247
UzCard
USD
Reversed
6
3,444.66
843
Biometric
7
Cash In
0
100,986
88,922,395
75,178,000
2024-03-10 10:25:00
10:25:00
Jizzakh
5,641
2,111
192.168.1.238
Humo
USD
Failed
20
4,159.03
1,013
Password
3
Cash Out
0
100,987
57,384,076
18,024,000
2024-03-10 10:26:00
10:26:00
Bukhara
6,152
2,671
192.168.1.51
UzCard
UZS
Reversed
29
1,363.05
1,204
Biometric
2
Cash In
0
100,988
21,049,665
72,961,000
2024-03-10 10:27:00
10:27:00
Navoiy
6,276
2,453
192.168.1.224
Humo
UZS
Successful
20
2,550.14
402
Biometric
1
Cash Out
0
100,989
71,288,980
12,814,000
2024-03-10 10:28:00
10:28:00
Andijan
5,509
2,726
192.168.1.79
UzCard
USD
Successful
1
3,893.66
434
Biometric
7
Cash In
0
100,990
59,221,793
83,077,000
2024-03-10 10:29:00
10:29:00
Jizzakh
6,762
2,481
192.168.1.253
Humo
UZS
Successful
14
2,386.91
519
Password
3
Cash Out
0
100,991
22,691,719
75,673,000
2024-03-10 10:30:00
10:30:00
Andijan
5,693
2,539
192.168.1.149
UzCard
USD
Reversed
18
4,587.7
1,177
2FA
4
Cash In
0
100,992
35,278,775
58,699,000
2024-03-10 10:31:00
10:31:00
Jizzakh
5,589
2,181
192.168.1.180
Humo
UZS
Successful
22
1,647.02
533
2FA
1
Cash In
0
100,993
74,421,099
95,942,000
2024-03-10 10:32:00
10:32:00
Jizzakh
5,697
2,682
192.168.1.211
UzCard
UZS
Reversed
14
4,976.8
1,107
Biometric
9
Payment
0
100,994
37,336,827
70,229,000
2024-03-10 10:33:00
10:33:00
Kashkadarya
5,272
2,786
192.168.1.89
UzCard
UZS
Failed
23
4,478.39
390
Biometric
8
Cash In
0
100,995
80,545,332
58,198,000
2024-03-10 10:34:00
10:34:00
Khorezm
5,806
2,897
192.168.1.192
UzCard
USD
Reversed
16
542.06
593
Biometric
1
Payment
0
100,996
38,854,323
39,625,000
2024-03-10 10:35:00
10:35:00
Sirdarya
5,686
2,653
192.168.1.113
UzCard
USD
Failed
49
4,750.85
732
Password
4
Transfer
0
100,997
91,710,033
4,886,000
2024-03-10 10:36:00
10:36:00
Sirdarya
5,081
2,335
192.168.1.138
UzCard
USD
Successful
2
3,419.73
1,213
Biometric
5
Cash In
0
100,998
40,174,954
82,030,000
2024-03-10 10:37:00
10:37:00
Sirdarya
6,103
2,368
192.168.1.79
UzCard
USD
Reversed
25
4,561.11
1,085
Biometric
1
Payment
0
100,999
52,009,206
91,918,000
2024-03-10 10:38:00
10:38:00
Tashkent
5,256
2,690
192.168.1.59
Humo
UZS
Reversed
11
1,851.69
445
2FA
1
Cash In
0
101,000
78,779,830
41,576,000
2024-03-10 10:39:00
10:39:00
Sirdarya
6,128
2,410
192.168.1.55
Humo
USD
Reversed
35
1,848.32
1,183
Biometric
8
Transfer
0