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
100,701
99,696,146
75,030,000
2024-03-10 05:40:00
05:40:00
Kashkadarya
5,472
2,203
192.168.1.148
Humo
USD
Failed
30
1,844.05
458
2FA
2
Transfer
0
100,702
33,585,583
75,888,000
2024-03-10 05:41:00
05:41:00
Bukhara
6,500
2,623
192.168.1.152
Humo
UZS
Reversed
6
4,901.32
683
Biometric
1
Payment
0
100,703
53,264,726
74,717,000
2024-03-10 05:42:00
05:42:00
Tashkent
5,592
2,743
192.168.1.7
Humo
UZS
Failed
3
2,631.63
1,084
Password
3
Cash In
0
100,704
84,735,455
52,091,000
2024-03-10 05:43:00
05:43:00
Namangan
6,511
2,374
192.168.1.228
UzCard
USD
Successful
48
2,255.86
360
2FA
1
Cash In
0
100,705
85,974,663
84,891,000
2024-03-10 05:44:00
05:44:00
Khorezm
6,544
2,080
192.168.1.77
Humo
UZS
Successful
20
4,949.13
1,088
Biometric
3
Cash In
0
100,706
90,129,762
92,245,000
2024-03-10 05:45:00
05:45:00
Tashkent
6,319
2,099
192.168.1.83
UzCard
UZS
Reversed
46
1,494.26
550
Password
4
Cash Out
0
100,707
54,428,167
48,735,000
2024-03-10 05:46:00
05:46:00
Jizzakh
6,961
2,833
192.168.1.185
Humo
USD
Successful
34
1,195.76
26
Password
6
Transfer
0
100,708
40,868,325
70,309,000
2024-03-10 05:47:00
05:47:00
Sirdarya
6,157
2,495
192.168.1.38
UzCard
USD
Failed
30
1,663.86
910
Biometric
2
Transfer
0
100,709
57,125,229
84,266,000
2024-03-10 05:48:00
05:48:00
Namangan
5,876
2,434
192.168.1.104
Humo
UZS
Successful
1
522.22
227
Biometric
7
Cash Out
0
100,710
21,004,352
97,921,000
2024-03-10 05:49:00
05:49:00
Namangan
6,277
2,666
192.168.1.143
Humo
UZS
Reversed
39
2,984.35
66
Password
6
Payment
0
100,711
21,233,543
96,153,000
2024-03-10 05:50:00
05:50:00
Bukhara
5,845
2,115
192.168.1.82
Humo
USD
Reversed
5
2,374.39
593
Biometric
4
Cash Out
0
100,712
97,621,017
12,373,000
2024-03-10 05:51:00
05:51:00
Surkhandarya
5,127
2,550
192.168.1.143
UzCard
USD
Reversed
23
1,715.26
249
Biometric
6
Cash Out
0
100,713
46,573,455
25,966,000
2024-03-10 05:52:00
05:52:00
Tashkent
5,073
2,419
192.168.1.127
Humo
UZS
Reversed
28
2,337.34
782
2FA
9
Transfer
0
100,714
77,213,263
82,168,000
2024-03-10 05:53:00
05:53:00
Navoiy
5,226
2,922
192.168.1.224
UzCard
UZS
Failed
3
3,258.47
94
2FA
8
Cash Out
0
100,715
19,938,941
12,750,000
2024-03-10 05:54:00
05:54:00
Namangan
6,046
2,964
192.168.1.229
UzCard
UZS
Successful
25
4,522.15
992
Biometric
1
Payment
0
100,716
16,674,605
38,790,000
2024-03-10 05:55:00
05:55:00
Kashkadarya
5,195
2,031
192.168.1.38
Humo
USD
Successful
13
2,838.78
315
Biometric
9
Payment
0
100,717
15,492,098
91,612,000
2024-03-10 05:56:00
05:56:00
Khorezm
5,778
2,567
192.168.1.48
UzCard
UZS
Reversed
32
759.61
1,292
Password
3
Cash In
0
100,718
63,741,806
76,496,000
2024-03-10 05:57:00
05:57:00
Fergana
5,770
2,290
192.168.1.115
UzCard
USD
Successful
37
4,417.74
815
Biometric
9
Cash In
0
100,719
71,608,225
47,289,000
2024-03-10 05:58:00
05:58:00
Namangan
5,367
2,327
192.168.1.157
UzCard
UZS
Reversed
47
790.83
765
Biometric
9
Cash In
0
100,720
42,133,888
76,736,000
2024-03-10 05:59:00
05:59:00
Navoiy
6,320
2,951
192.168.1.219
UzCard
USD
Failed
31
397.78
1,232
Password
7
Transfer
0
100,721
82,265,934
67,905,000
2024-03-10 06:00:00
06:00:00
Samarkand
6,504
2,832
192.168.1.85
UzCard
USD
Failed
7
4,632.65
501
2FA
7
Transfer
0
100,722
86,195,017
21,037,000
2024-03-10 06:01:00
06:01:00
Jizzakh
5,303
2,158
192.168.1.114
UzCard
USD
Reversed
44
2,970.36
1,300
Password
9
Cash Out
0
100,723
10,223,748
1,605,000
2024-03-10 06:02:00
06:02:00
Surkhandarya
6,379
2,998
192.168.1.127
UzCard
USD
Successful
3
23.31
455
2FA
5
Cash In
0
100,724
58,328,730
17,297,000
2024-03-10 06:03:00
06:03:00
Jizzakh
5,142
2,934
192.168.1.162
UzCard
USD
Successful
7
2,661.15
193
2FA
9
Cash In
0
100,725
70,974,504
12,734,000
2024-03-10 06:04:00
06:04:00
Surkhandarya
5,924
2,806
192.168.1.222
Humo
UZS
Reversed
27
1,693.97
198
Biometric
2
Cash Out
0
100,726
34,207,887
64,676,000
2024-03-10 06:05:00
06:05:00
Kashkadarya
6,697
2,156
192.168.1.241
UzCard
UZS
Failed
6
1,563.29
631
2FA
1
Transfer
0
100,727
60,382,172
9,754,000
2024-03-10 06:06:00
06:06:00
Samarkand
5,339
2,538
192.168.1.96
UzCard
UZS
Failed
25
3,577.37
780
Password
2
Payment
0
100,728
89,171,686
74,045,000
2024-03-10 06:07:00
06:07:00
Tashkent
5,444
2,906
192.168.1.224
UzCard
UZS
Failed
1
3,734.87
1,105
Biometric
6
Cash Out
0
100,729
41,563,078
75,333,000
2024-03-10 06:08:00
06:08:00
Khorezm
6,065
2,756
192.168.1.45
Humo
USD
Reversed
36
3,539.92
317
Password
8
Cash In
0
100,730
13,514,733
28,855,000
2024-03-10 06:09:00
06:09:00
Namangan
5,998
2,695
192.168.1.99
Humo
UZS
Successful
16
2,373.12
562
2FA
6
Payment
0
100,731
68,145,786
99,278,000
2024-03-10 06:10:00
06:10:00
Sirdarya
5,677
2,195
192.168.1.251
Humo
USD
Successful
33
3,011.54
648
Password
2
Cash In
0
100,732
48,586,840
68,785,000
2024-03-10 06:11:00
06:11:00
Namangan
6,110
2,464
192.168.1.133
UzCard
USD
Reversed
22
2,723.4
845
Password
4
Transfer
0
100,733
43,313,639
14,463,000
2024-03-10 06:12:00
06:12:00
Bukhara
5,746
2,190
192.168.1.123
Humo
USD
Successful
9
4,190.26
67
Biometric
9
Cash In
0
100,734
24,880,265
67,836,000
2024-03-10 06:13:00
06:13:00
Fergana
5,357
2,495
192.168.1.202
Humo
UZS
Reversed
47
4,748.97
1,216
Biometric
7
Transfer
0
100,735
33,090,926
38,388,000
2024-03-10 06:14:00
06:14:00
Surkhandarya
5,293
2,843
192.168.1.57
UzCard
USD
Reversed
10
3,826.49
1,264
Password
3
Cash Out
0
100,736
77,944,568
3,932,000
2024-03-10 06:15:00
06:15:00
Andijan
5,613
2,217
192.168.1.40
UzCard
UZS
Failed
40
4,886.18
1,201
Password
6
Payment
0
100,737
30,905,837
53,403,000
2024-03-10 06:16:00
06:16:00
Tashkent
5,852
2,412
192.168.1.160
UzCard
USD
Failed
44
3,234.39
1,319
2FA
1
Payment
0
100,738
15,979,187
58,687,000
2024-03-10 06:17:00
06:17:00
Navoiy
6,774
2,116
192.168.1.208
Humo
UZS
Failed
29
1,054.77
1,083
2FA
5
Cash In
0
100,739
30,067,902
89,647,000
2024-03-10 06:18:00
06:18:00
Namangan
5,560
2,281
192.168.1.49
UzCard
UZS
Failed
43
365.51
197
Password
6
Transfer
0
100,740
87,635,972
72,520,000
2024-03-10 06:19:00
06:19:00
Kashkadarya
6,605
2,481
192.168.1.14
Humo
USD
Failed
4
2,258.9
583
Biometric
5
Payment
0
100,741
63,725,630
66,794,000
2024-03-10 06:20:00
06:20:00
Fergana
6,450
2,836
192.168.1.225
UzCard
USD
Successful
22
424.86
716
Password
8
Cash Out
0
100,742
24,078,794
63,039,000
2024-03-10 06:21:00
06:21:00
Samarkand
5,644
2,523
192.168.1.156
UzCard
UZS
Successful
33
1,034.01
327
2FA
8
Cash Out
0
100,743
57,308,109
41,181,000
2024-03-10 06:22:00
06:22:00
Navoiy
6,301
2,656
192.168.1.150
Humo
UZS
Failed
35
1,275.69
642
Biometric
1
Cash Out
0
100,744
26,885,583
37,831,000
2024-03-10 06:23:00
06:23:00
Samarkand
5,829
2,381
192.168.1.165
UzCard
USD
Failed
47
1,149.04
475
2FA
2
Transfer
0
100,745
76,972,019
84,576,000
2024-03-10 06:24:00
06:24:00
Andijan
5,840
2,904
192.168.1.171
UzCard
USD
Failed
25
4,814.94
217
Biometric
3
Cash In
0
100,746
26,734,962
94,422,000
2024-03-10 06:25:00
06:25:00
Sirdarya
6,523
2,816
192.168.1.98
UzCard
USD
Reversed
33
3,074.52
402
2FA
3
Payment
0
100,747
47,381,283
69,089,000
2024-03-10 06:26:00
06:26:00
Sirdarya
5,102
2,507
192.168.1.103
Humo
UZS
Successful
26
3,189.93
1,384
Password
7
Cash In
0
100,748
17,059,738
22,390,000
2024-03-10 06:27:00
06:27:00
Navoiy
5,542
2,038
192.168.1.48
Humo
USD
Failed
48
2,916.18
85
2FA
7
Cash Out
0
100,749
39,163,980
79,127,000
2024-03-10 06:28:00
06:28:00
Kashkadarya
6,500
2,834
192.168.1.23
Humo
UZS
Reversed
24
4,917.33
795
Password
1
Transfer
0
100,750
33,458,481
16,600,000
2024-03-10 06:29:00
06:29:00
Kashkadarya
5,661
2,866
192.168.1.2
Humo
USD
Reversed
27
4,874.08
1,011
Password
2
Payment
0
100,751
96,912,828
48,497,000
2024-03-10 06:30:00
06:30:00
Andijan
6,108
2,888
192.168.1.193
UzCard
USD
Reversed
3
4,626.24
933
Biometric
7
Cash Out
0
100,752
17,247,143
71,396,000
2024-03-10 06:31:00
06:31:00
Tashkent
6,654
2,523
192.168.1.98
Humo
USD
Failed
37
1,968.17
1,375
Password
7
Cash In
0
100,753
81,616,899
24,226,000
2024-03-10 06:32:00
06:32:00
Namangan
6,072
2,014
192.168.1.114
UzCard
UZS
Failed
18
3,575.15
193
Password
3
Cash In
0
100,754
65,954,976
97,738,000
2024-03-10 06:33:00
06:33:00
Tashkent
5,282
2,898
192.168.1.76
Humo
UZS
Successful
35
3,316.64
475
Biometric
5
Cash Out
0
100,755
19,367,472
8,684,000
2024-03-10 06:34:00
06:34:00
Bukhara
5,270
2,921
192.168.1.163
Humo
USD
Reversed
11
2,340.01
1,059
Biometric
1
Payment
0
100,756
61,633,009
63,864,000
2024-03-10 06:35:00
06:35:00
Jizzakh
5,350
2,563
192.168.1.19
UzCard
UZS
Reversed
2
746.98
4
Password
9
Transfer
0
100,757
39,530,875
53,914,000
2024-03-10 06:36:00
06:36:00
Navoiy
6,041
2,364
192.168.1.189
Humo
UZS
Reversed
2
772.68
621
Biometric
5
Cash Out
0
100,758
85,049,914
15,061,000
2024-03-10 06:37:00
06:37:00
Sirdarya
6,643
2,937
192.168.1.132
UzCard
UZS
Failed
19
4,471.81
1,432
2FA
2
Cash In
0
100,759
10,497,488
67,548,000
2024-03-10 06:38:00
06:38:00
Surkhandarya
6,207
2,542
192.168.1.179
Humo
USD
Successful
1
1,587.37
231
Password
4
Payment
0
100,760
43,049,504
28,860,000
2024-03-10 06:39:00
06:39:00
Tashkent
5,176
2,263
192.168.1.232
UzCard
UZS
Reversed
45
3,800.34
1,216
Biometric
1
Cash In
0
100,761
13,554,173
82,297,000
2024-03-10 06:40:00
06:40:00
Namangan
5,137
2,896
192.168.1.118
Humo
UZS
Failed
4
1,768.98
224
Biometric
7
Cash Out
0
100,762
92,944,843
56,257,000
2024-03-10 06:41:00
06:41:00
Sirdarya
5,034
2,193
192.168.1.205
UzCard
UZS
Reversed
11
4,074.96
489
Biometric
5
Payment
0
100,763
74,069,488
60,222,000
2024-03-10 06:42:00
06:42:00
Andijan
6,994
2,862
192.168.1.229
Humo
USD
Failed
13
1,383.22
924
2FA
1
Payment
0
100,764
90,694,136
76,872,000
2024-03-10 06:43:00
06:43:00
Jizzakh
6,333
2,066
192.168.1.29
UzCard
UZS
Failed
9
1,713.05
1,015
2FA
8
Transfer
0
100,765
33,892,115
35,162,000
2024-03-10 06:44:00
06:44:00
Navoiy
6,114
2,594
192.168.1.92
Humo
USD
Reversed
19
833.04
761
Biometric
3
Payment
0
100,766
10,759,160
12,466,000
2024-03-10 06:45:00
06:45:00
Namangan
5,856
2,732
192.168.1.54
UzCard
UZS
Reversed
23
2,914.17
965
2FA
4
Cash In
0
100,767
82,953,848
12,202,000
2024-03-10 06:46:00
06:46:00
Bukhara
5,086
2,460
192.168.1.81
UzCard
USD
Reversed
23
4,010.79
751
Biometric
6
Cash In
0
100,768
30,488,428
75,978,000
2024-03-10 06:47:00
06:47:00
Samarkand
6,322
2,876
192.168.1.8
UzCard
UZS
Failed
45
4,741.79
1,137
Biometric
7
Cash In
0
100,769
23,474,295
50,139,000
2024-03-10 06:48:00
06:48:00
Khorezm
5,785
2,457
192.168.1.137
UzCard
UZS
Failed
12
3,102.91
419
Biometric
7
Transfer
0
100,770
47,165,663
21,621,000
2024-03-10 06:49:00
06:49:00
Tashkent
6,519
2,449
192.168.1.146
Humo
USD
Reversed
15
4,581.69
171
Biometric
5
Payment
0
100,771
66,374,523
97,474,000
2024-03-10 06:50:00
06:50:00
Sirdarya
5,005
2,949
192.168.1.47
UzCard
USD
Failed
47
1,296.6
906
2FA
1
Transfer
0
100,772
96,881,968
85,181,000
2024-03-10 06:51:00
06:51:00
Fergana
6,029
2,857
192.168.1.67
UzCard
UZS
Reversed
9
1,495.56
24
2FA
9
Transfer
0
100,773
51,170,427
61,830,000
2024-03-10 06:52:00
06:52:00
Andijan
6,736
2,193
192.168.1.166
Humo
UZS
Reversed
10
147.68
736
Password
3
Cash In
0
100,774
93,040,551
46,771,000
2024-03-10 06:53:00
06:53:00
Khorezm
6,880
2,839
192.168.1.181
UzCard
USD
Failed
27
4,030.51
853
Biometric
7
Payment
0
100,775
13,545,041
32,935,000
2024-03-10 06:54:00
06:54:00
Fergana
5,806
2,942
192.168.1.136
UzCard
UZS
Reversed
1
18.69
1,370
Password
7
Payment
0
100,776
80,998,574
57,212,000
2024-03-10 06:55:00
06:55:00
Surkhandarya
6,207
2,649
192.168.1.125
Humo
UZS
Successful
38
2,615.08
96
Biometric
5
Payment
0
100,777
60,649,107
87,441,000
2024-03-10 06:56:00
06:56:00
Fergana
5,915
2,551
192.168.1.186
Humo
UZS
Successful
49
1,979.75
583
Biometric
2
Cash In
0
100,778
36,787,212
62,229,000
2024-03-10 06:57:00
06:57:00
Kashkadarya
5,673
2,118
192.168.1.172
Humo
USD
Failed
27
1,206.64
116
2FA
4
Cash In
0
100,779
73,219,498
17,343,000
2024-03-10 06:58:00
06:58:00
Tashkent
6,071
2,252
192.168.1.140
UzCard
UZS
Failed
10
608.37
1,007
Password
9
Cash In
0
100,780
52,252,454
87,979,000
2024-03-10 06:59:00
06:59:00
Navoiy
5,641
2,123
192.168.1.20
Humo
UZS
Failed
13
4,572.5
837
Biometric
3
Payment
0
100,781
15,057,831
21,425,000
2024-03-10 07:00:00
07:00:00
Andijan
5,166
2,598
192.168.1.154
Humo
UZS
Failed
43
2,356.02
926
2FA
6
Cash In
0
100,782
40,149,261
82,666,000
2024-03-10 07:01:00
07:01:00
Samarkand
5,635
2,299
192.168.1.195
Humo
UZS
Reversed
39
3,097.8
1,073
Password
9
Payment
0
100,783
59,704,963
16,574,000
2024-03-10 07:02:00
07:02:00
Bukhara
6,063
2,343
192.168.1.40
UzCard
UZS
Reversed
15
1,660.09
982
2FA
9
Transfer
0
100,784
68,965,609
38,786,000
2024-03-10 07:03:00
07:03:00
Jizzakh
5,680
2,568
192.168.1.75
UzCard
UZS
Successful
39
3,950.64
996
2FA
5
Cash Out
0
100,785
64,064,083
15,920,000
2024-03-10 07:04:00
07:04:00
Jizzakh
5,951
2,684
192.168.1.112
Humo
USD
Successful
25
4,757.99
488
Password
8
Payment
0
100,786
78,345,296
75,015,000
2024-03-10 07:05:00
07:05:00
Kashkadarya
5,776
2,298
192.168.1.249
Humo
UZS
Failed
38
2,987.16
34
Password
6
Cash Out
0
100,787
29,098,452
82,458,000
2024-03-10 07:06:00
07:06:00
Khorezm
5,732
2,967
192.168.1.17
Humo
USD
Reversed
16
3,513.74
541
Biometric
3
Payment
0
100,788
17,736,058
30,262,000
2024-03-10 07:07:00
07:07:00
Namangan
5,407
2,782
192.168.1.30
UzCard
UZS
Failed
35
3,869.03
31
Password
6
Payment
0
100,789
13,692,184
52,920,000
2024-03-10 07:08:00
07:08:00
Samarkand
6,829
2,147
192.168.1.6
Humo
UZS
Failed
4
3,428.96
1,095
2FA
4
Cash Out
0
100,790
23,190,854
64,465,000
2024-03-10 07:09:00
07:09:00
Khorezm
5,890
2,148
192.168.1.59
Humo
UZS
Successful
25
4,674.12
154
2FA
8
Cash In
0
100,791
89,518,532
63,291,000
2024-03-10 07:10:00
07:10:00
Navoiy
5,911
2,159
192.168.1.231
Humo
UZS
Reversed
27
3,286.08
1,232
2FA
4
Cash Out
0
100,792
89,045,129
78,751,000
2024-03-10 07:11:00
07:11:00
Kashkadarya
5,644
2,273
192.168.1.21
UzCard
UZS
Failed
11
1,776.42
464
Password
3
Payment
0
100,793
39,619,795
24,690,000
2024-03-10 07:12:00
07:12:00
Namangan
5,941
2,203
192.168.1.95
Humo
UZS
Successful
8
88.89
822
Password
4
Cash In
0
100,794
11,485,103
10,371,000
2024-03-10 07:13:00
07:13:00
Samarkand
5,542
2,510
192.168.1.32
UzCard
USD
Failed
31
1,481.5
598
2FA
7
Cash Out
0
100,795
14,454,362
16,629,000
2024-03-10 07:14:00
07:14:00
Bukhara
5,347
2,223
192.168.1.232
Humo
UZS
Successful
6
2,231.09
972
2FA
8
Payment
0
100,796
78,942,493
30,186,000
2024-03-10 07:15:00
07:15:00
Kashkadarya
6,965
2,511
192.168.1.176
UzCard
UZS
Reversed
9
383.54
625
2FA
1
Cash Out
0
100,797
42,168,170
97,408,000
2024-03-10 07:16:00
07:16:00
Surkhandarya
5,948
2,945
192.168.1.196
UzCard
USD
Reversed
31
1,929.82
1,135
Password
4
Cash In
0
100,798
45,216,530
73,934,000
2024-03-10 07:17:00
07:17:00
Tashkent
6,385
2,500
192.168.1.246
UzCard
USD
Failed
32
4,148.94
74
2FA
1
Transfer
0
100,799
61,536,214
71,090,000
2024-03-10 07:18:00
07:18:00
Sirdarya
5,386
2,516
192.168.1.158
UzCard
UZS
Reversed
36
869.74
1,272
Biometric
3
Cash In
0
100,800
75,225,640
31,716,000
2024-03-10 07:19:00
07:19:00
Navoiy
6,704
2,944
192.168.1.2
UzCard
UZS
Failed
1
3,421.09
525
2FA
6
Cash In
0