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
100,501
53,205,940
8,116,000
2024-03-10 02:20:00
02:20:00
Jizzakh
6,758
2,855
192.168.1.54
Humo
UZS
Failed
41
3,167.2
945
Biometric
1
Cash In
0
100,502
72,127,005
10,423,000
2024-03-10 02:21:00
02:21:00
Surkhandarya
6,539
2,632
192.168.1.113
Humo
UZS
Successful
2
464.56
582
Biometric
5
Transfer
0
100,503
22,916,413
52,523,000
2024-03-10 02:22:00
02:22:00
Samarkand
5,355
2,009
192.168.1.24
UzCard
UZS
Successful
42
4,370.53
103
Biometric
6
Transfer
0
100,504
29,006,997
73,708,000
2024-03-10 02:23:00
02:23:00
Navoiy
6,739
2,560
192.168.1.191
UzCard
USD
Reversed
14
1,086.47
807
2FA
8
Transfer
0
100,505
81,652,473
16,383,000
2024-03-10 02:24:00
02:24:00
Samarkand
5,347
2,391
192.168.1.180
UzCard
UZS
Failed
49
725.26
669
Biometric
6
Payment
0
100,506
22,809,869
37,556,000
2024-03-10 02:25:00
02:25:00
Andijan
6,642
2,941
192.168.1.203
UzCard
USD
Successful
32
3,797.27
858
Biometric
4
Transfer
0
100,507
85,058,360
3,348,000
2024-03-10 02:26:00
02:26:00
Tashkent
6,923
2,774
192.168.1.9
Humo
UZS
Failed
1
4,895.9
67
Biometric
3
Transfer
0
100,508
24,807,094
65,785,000
2024-03-10 02:27:00
02:27:00
Jizzakh
6,146
2,870
192.168.1.29
UzCard
USD
Failed
16
169.49
954
Password
7
Payment
0
100,509
26,785,273
89,538,000
2024-03-10 02:28:00
02:28:00
Khorezm
6,272
2,037
192.168.1.149
Humo
UZS
Successful
29
2,647.06
444
Biometric
4
Cash Out
0
100,510
16,261,290
74,090,000
2024-03-10 02:29:00
02:29:00
Sirdarya
5,989
2,894
192.168.1.41
UzCard
USD
Reversed
42
1,491.91
73
2FA
3
Transfer
0
100,511
52,558,125
44,353,000
2024-03-10 02:30:00
02:30:00
Kashkadarya
6,224
2,080
192.168.1.211
UzCard
USD
Successful
31
2,441.22
1,377
Password
8
Cash Out
0
100,512
96,659,205
52,080,000
2024-03-10 02:31:00
02:31:00
Kashkadarya
5,405
2,759
192.168.1.130
UzCard
USD
Failed
22
1,469.38
744
Password
1
Cash Out
0
100,513
76,106,658
89,114,000
2024-03-10 02:32:00
02:32:00
Surkhandarya
6,155
2,493
192.168.1.112
Humo
USD
Reversed
31
4,753.71
24
Biometric
6
Cash Out
0
100,514
94,974,002
41,466,000
2024-03-10 02:33:00
02:33:00
Khorezm
6,483
2,688
192.168.1.183
UzCard
UZS
Reversed
30
294.42
124
Biometric
7
Payment
0
100,515
21,342,438
76,103,000
2024-03-10 02:34:00
02:34:00
Tashkent
6,342
2,929
192.168.1.179
Humo
UZS
Failed
34
4,888.58
682
Password
4
Transfer
0
100,516
72,217,476
56,293,000
2024-03-10 02:35:00
02:35:00
Samarkand
5,698
2,364
192.168.1.14
UzCard
UZS
Successful
30
4,018
344
Password
1
Cash In
0
100,517
16,598,484
85,228,000
2024-03-10 02:36:00
02:36:00
Tashkent
5,974
2,270
192.168.1.44
Humo
UZS
Reversed
47
1,143.19
965
Password
6
Payment
0
100,518
80,272,294
3,925,000
2024-03-10 02:37:00
02:37:00
Andijan
5,358
2,541
192.168.1.3
Humo
UZS
Failed
12
1,868.74
472
Biometric
4
Transfer
0
100,519
76,361,766
16,532,000
2024-03-10 02:38:00
02:38:00
Bukhara
6,367
2,351
192.168.1.232
UzCard
USD
Successful
11
74.92
1,020
2FA
1
Cash In
0
100,520
66,082,195
21,182,000
2024-03-10 02:39:00
02:39:00
Tashkent
6,877
3,000
192.168.1.158
UzCard
UZS
Reversed
9
3,245.91
1,369
Password
1
Cash Out
0
100,521
25,729,557
99,318,000
2024-03-10 02:40:00
02:40:00
Kashkadarya
6,168
2,431
192.168.1.70
UzCard
UZS
Successful
2
3,332.65
257
Password
8
Transfer
0
100,522
65,838,298
26,979,000
2024-03-10 02:41:00
02:41:00
Namangan
6,994
2,397
192.168.1.84
Humo
UZS
Failed
8
3,586.3
443
2FA
5
Cash Out
0
100,523
56,028,700
67,618,000
2024-03-10 02:42:00
02:42:00
Surkhandarya
5,387
2,602
192.168.1.77
Humo
USD
Failed
11
328.06
678
Biometric
5
Transfer
0
100,524
12,974,079
6,000,000
2024-03-10 02:43:00
02:43:00
Fergana
6,153
2,798
192.168.1.190
Humo
UZS
Failed
30
2,649.85
314
Password
8
Cash Out
0
100,525
74,806,317
63,105,000
2024-03-10 02:44:00
02:44:00
Jizzakh
5,310
2,839
192.168.1.252
Humo
UZS
Successful
32
2,877.65
990
Password
2
Cash In
0
100,526
54,920,405
63,136,000
2024-03-10 02:45:00
02:45:00
Jizzakh
6,490
2,916
192.168.1.153
UzCard
UZS
Failed
46
4,577.62
281
2FA
1
Transfer
0
100,527
43,420,565
15,156,000
2024-03-10 02:46:00
02:46:00
Jizzakh
6,611
2,677
192.168.1.84
UzCard
USD
Successful
43
2,890.05
373
Biometric
5
Payment
0
100,528
41,148,186
37,472,000
2024-03-10 02:47:00
02:47:00
Khorezm
6,617
2,964
192.168.1.61
Humo
UZS
Successful
35
4,985.43
815
2FA
1
Cash In
0
100,529
68,513,302
69,845,000
2024-03-10 02:48:00
02:48:00
Andijan
5,137
2,080
192.168.1.183
UzCard
UZS
Reversed
6
823.16
181
2FA
8
Transfer
0
100,530
70,496,152
52,328,000
2024-03-10 02:49:00
02:49:00
Navoiy
5,381
2,339
192.168.1.174
Humo
USD
Failed
49
4,272.27
873
2FA
9
Payment
0
100,531
20,228,302
20,237,000
2024-03-10 02:50:00
02:50:00
Khorezm
5,579
2,302
192.168.1.23
UzCard
USD
Reversed
33
2,769.38
307
Biometric
9
Payment
0
100,532
69,548,572
32,981,000
2024-03-10 02:51:00
02:51:00
Sirdarya
5,217
2,134
192.168.1.5
Humo
USD
Successful
42
46.91
625
2FA
9
Transfer
0
100,533
27,806,441
79,565,000
2024-03-10 02:52:00
02:52:00
Navoiy
5,033
2,297
192.168.1.123
Humo
UZS
Successful
36
373.74
376
2FA
3
Payment
0
100,534
40,830,323
26,209,000
2024-03-10 02:53:00
02:53:00
Bukhara
5,033
2,327
192.168.1.254
UzCard
USD
Reversed
11
4,807.46
550
Biometric
3
Cash In
0
100,535
52,436,383
20,701,000
2024-03-10 02:54:00
02:54:00
Andijan
6,194
2,084
192.168.1.202
Humo
UZS
Reversed
44
1,100.81
1,067
2FA
2
Cash Out
0
100,536
40,941,580
12,297,000
2024-03-10 02:55:00
02:55:00
Kashkadarya
6,698
2,519
192.168.1.216
UzCard
USD
Failed
28
3,936.92
665
Password
5
Cash Out
0
100,537
54,883,826
55,909,000
2024-03-10 02:56:00
02:56:00
Sirdarya
5,116
2,178
192.168.1.101
UzCard
USD
Successful
43
200.92
1,087
2FA
7
Payment
0
100,538
57,453,550
19,095,000
2024-03-10 02:57:00
02:57:00
Sirdarya
6,577
2,605
192.168.1.85
UzCard
UZS
Failed
35
4,876.22
963
Password
5
Transfer
0
100,539
71,669,216
23,800,000
2024-03-10 02:58:00
02:58:00
Samarkand
5,644
2,999
192.168.1.202
UzCard
UZS
Failed
31
3,865.72
42
Password
6
Payment
0
100,540
59,680,847
13,252,000
2024-03-10 02:59:00
02:59:00
Tashkent
5,915
2,308
192.168.1.239
UzCard
UZS
Reversed
33
4,227.83
630
Biometric
9
Payment
0
100,541
28,469,612
56,833,000
2024-03-10 03:00:00
03:00:00
Andijan
5,424
2,789
192.168.1.159
Humo
USD
Failed
35
2,062.58
614
Biometric
8
Transfer
0
100,542
47,602,049
82,787,000
2024-03-10 03:01:00
03:01:00
Kashkadarya
6,908
2,516
192.168.1.112
Humo
UZS
Reversed
18
2,792.01
619
Biometric
5
Cash In
0
100,543
37,995,642
54,768,000
2024-03-10 03:02:00
03:02:00
Andijan
5,621
2,202
192.168.1.109
UzCard
UZS
Failed
21
614.21
266
Biometric
6
Cash In
0
100,544
36,609,718
35,751,000
2024-03-10 03:03:00
03:03:00
Namangan
6,646
2,668
192.168.1.163
UzCard
USD
Reversed
48
4,605.78
168
Biometric
3
Cash Out
0
100,545
68,260,425
31,285,000
2024-03-10 03:04:00
03:04:00
Fergana
5,738
2,692
192.168.1.34
UzCard
USD
Reversed
43
3,444.5
897
2FA
4
Payment
0
100,546
94,812,614
55,084,000
2024-03-10 03:05:00
03:05:00
Andijan
5,176
2,311
192.168.1.207
Humo
USD
Failed
49
1,727.4
412
Password
8
Cash Out
0
100,547
58,866,684
61,717,000
2024-03-10 03:06:00
03:06:00
Tashkent
6,333
2,175
192.168.1.5
UzCard
USD
Successful
32
4,995.52
1,251
Biometric
3
Cash Out
0
100,548
28,711,478
29,979,000
2024-03-10 03:07:00
03:07:00
Bukhara
6,914
2,260
192.168.1.112
Humo
UZS
Reversed
31
4,664.6
184
2FA
3
Cash Out
0
100,549
66,838,647
94,990,000
2024-03-10 03:08:00
03:08:00
Surkhandarya
5,012
2,132
192.168.1.246
UzCard
USD
Failed
36
3,065.59
1,112
2FA
8
Payment
0
100,550
76,498,791
69,314,000
2024-03-10 03:09:00
03:09:00
Navoiy
6,136
2,047
192.168.1.76
UzCard
USD
Failed
27
3,476.57
799
Password
3
Cash In
0
100,551
88,146,774
15,775,000
2024-03-10 03:10:00
03:10:00
Samarkand
5,239
2,117
192.168.1.186
UzCard
USD
Successful
18
3,488.27
58
2FA
8
Transfer
0
100,552
35,041,224
23,603,000
2024-03-10 03:11:00
03:11:00
Bukhara
6,792
2,323
192.168.1.101
Humo
USD
Reversed
4
1,768.58
353
Password
5
Cash Out
0
100,553
96,618,111
7,880,000
2024-03-10 03:12:00
03:12:00
Sirdarya
6,891
2,758
192.168.1.242
UzCard
USD
Reversed
48
4,971.02
869
Password
1
Cash Out
0
100,554
41,501,122
96,240,000
2024-03-10 03:13:00
03:13:00
Kashkadarya
6,039
2,079
192.168.1.80
UzCard
UZS
Successful
46
1,592.62
1,254
Biometric
9
Cash In
0
100,555
66,757,669
63,637,000
2024-03-10 03:14:00
03:14:00
Bukhara
5,413
2,146
192.168.1.196
UzCard
USD
Successful
29
894.24
1,014
2FA
9
Transfer
0
100,556
13,849,323
57,088,000
2024-03-10 03:15:00
03:15:00
Navoiy
5,376
2,217
192.168.1.102
Humo
UZS
Successful
27
2,220.84
734
Biometric
6
Payment
0
100,557
48,014,812
41,799,000
2024-03-10 03:16:00
03:16:00
Navoiy
6,935
2,146
192.168.1.25
Humo
UZS
Successful
12
2,371.97
866
Password
4
Cash Out
0
100,558
65,774,789
39,883,000
2024-03-10 03:17:00
03:17:00
Khorezm
6,629
2,011
192.168.1.206
UzCard
USD
Successful
14
4,727.22
1,395
2FA
8
Cash In
0
100,559
34,489,692
54,494,000
2024-03-10 03:18:00
03:18:00
Tashkent
5,915
2,464
192.168.1.218
Humo
USD
Failed
11
4,681.38
1,207
Password
7
Cash In
0
100,560
23,514,509
33,820,000
2024-03-10 03:19:00
03:19:00
Navoiy
6,793
2,989
192.168.1.39
Humo
UZS
Reversed
25
2,837.71
49
Biometric
9
Cash In
0
100,561
64,420,676
15,041,000
2024-03-10 03:20:00
03:20:00
Jizzakh
6,789
2,655
192.168.1.196
Humo
UZS
Failed
1
3,229.4
470
Password
4
Cash In
0
100,562
94,870,694
62,729,000
2024-03-10 03:21:00
03:21:00
Khorezm
5,413
2,791
192.168.1.48
Humo
USD
Reversed
32
2,901.47
34
2FA
3
Transfer
0
100,563
61,086,499
49,643,000
2024-03-10 03:22:00
03:22:00
Navoiy
5,552
2,377
192.168.1.130
Humo
USD
Reversed
8
1,283.41
861
Password
9
Cash Out
0
100,564
20,851,526
86,411,000
2024-03-10 03:23:00
03:23:00
Andijan
6,544
2,652
192.168.1.42
Humo
USD
Successful
14
2,502.65
472
Password
7
Cash In
0
100,565
45,335,009
65,551,000
2024-03-10 03:24:00
03:24:00
Samarkand
5,829
2,778
192.168.1.105
Humo
UZS
Reversed
24
2,779.65
624
2FA
9
Cash Out
0
100,566
24,508,138
38,247,000
2024-03-10 03:25:00
03:25:00
Andijan
6,753
2,116
192.168.1.149
UzCard
UZS
Reversed
1
1,771.79
946
2FA
6
Cash In
0
100,567
92,074,214
54,413,000
2024-03-10 03:26:00
03:26:00
Sirdarya
6,222
2,548
192.168.1.228
UzCard
UZS
Failed
17
2,110.08
925
2FA
5
Cash Out
0
100,568
73,255,037
29,155,000
2024-03-10 03:27:00
03:27:00
Namangan
6,744
2,469
192.168.1.200
Humo
UZS
Failed
28
1,398.8
171
Password
1
Transfer
0
100,569
12,761,564
30,375,000
2024-03-10 03:28:00
03:28:00
Bukhara
6,049
2,962
192.168.1.237
Humo
USD
Failed
12
139.8
947
Biometric
9
Cash In
0
100,570
26,533,765
67,833,000
2024-03-10 03:29:00
03:29:00
Surkhandarya
5,293
2,914
192.168.1.221
Humo
UZS
Reversed
9
3,736.92
319
Password
8
Cash In
0
100,571
98,137,306
77,109,000
2024-03-10 03:30:00
03:30:00
Sirdarya
6,266
2,212
192.168.1.173
UzCard
UZS
Successful
17
2,874.02
1,141
2FA
6
Transfer
0
100,572
90,017,624
1,594,000
2024-03-10 03:31:00
03:31:00
Namangan
5,020
2,413
192.168.1.190
Humo
USD
Successful
3
2,089.95
1,402
Biometric
5
Cash Out
0
100,573
71,156,343
53,004,000
2024-03-10 03:32:00
03:32:00
Navoiy
6,650
2,483
192.168.1.126
UzCard
UZS
Failed
25
4,481.47
1,249
Password
5
Cash Out
0
100,574
76,561,714
53,311,000
2024-03-10 03:33:00
03:33:00
Tashkent
6,261
2,344
192.168.1.178
Humo
UZS
Failed
3
3,191.65
1,396
Password
7
Cash In
0
100,575
17,894,402
21,103,000
2024-03-10 03:34:00
03:34:00
Tashkent
5,265
2,531
192.168.1.58
Humo
UZS
Successful
35
2,128.85
97
Biometric
2
Cash Out
0
100,576
66,315,507
71,696,000
2024-03-10 03:35:00
03:35:00
Kashkadarya
5,551
2,130
192.168.1.216
Humo
USD
Failed
47
4,276.26
13
Password
6
Payment
0
100,577
72,012,565
35,824,000
2024-03-10 03:36:00
03:36:00
Navoiy
5,641
2,918
192.168.1.69
UzCard
USD
Reversed
7
963.98
457
Biometric
8
Cash In
0
100,578
95,308,837
59,843,000
2024-03-10 03:37:00
03:37:00
Jizzakh
5,878
2,014
192.168.1.247
UzCard
USD
Successful
6
4,181.44
1,256
2FA
1
Transfer
0
100,579
64,802,301
49,290,000
2024-03-10 03:38:00
03:38:00
Bukhara
6,118
2,127
192.168.1.29
UzCard
UZS
Failed
16
0.18
876
Biometric
6
Payment
0
100,580
27,622,997
72,253,000
2024-03-10 03:39:00
03:39:00
Andijan
6,223
2,806
192.168.1.96
Humo
USD
Successful
31
3,873.22
2
Biometric
1
Cash In
0
100,581
79,949,126
10,150,000
2024-03-10 03:40:00
03:40:00
Bukhara
5,060
2,330
192.168.1.209
UzCard
USD
Successful
20
1,824.63
1,433
2FA
3
Transfer
0
100,582
84,348,160
40,858,000
2024-03-10 03:41:00
03:41:00
Fergana
5,569
2,045
192.168.1.162
UzCard
USD
Successful
48
3,570.52
1,421
2FA
4
Cash In
0
100,583
86,932,232
50,806,000
2024-03-10 03:42:00
03:42:00
Namangan
6,582
2,008
192.168.1.48
Humo
USD
Successful
28
972.99
643
2FA
1
Payment
0
100,584
33,702,391
57,792,000
2024-03-10 03:43:00
03:43:00
Sirdarya
5,116
2,679
192.168.1.20
Humo
USD
Reversed
4
1,562.31
904
Biometric
5
Cash Out
0
100,585
33,802,123
25,655,000
2024-03-10 03:44:00
03:44:00
Andijan
6,873
2,723
192.168.1.2
Humo
USD
Reversed
15
942.17
868
Biometric
9
Transfer
0
100,586
79,463,714
55,419,000
2024-03-10 03:45:00
03:45:00
Fergana
5,345
2,222
192.168.1.21
Humo
USD
Reversed
20
199.01
101
Biometric
3
Transfer
0
100,587
95,305,116
20,291,000
2024-03-10 03:46:00
03:46:00
Sirdarya
5,584
2,120
192.168.1.104
Humo
UZS
Successful
5
1,201.02
1,386
2FA
8
Payment
0
100,588
58,567,130
49,195,000
2024-03-10 03:47:00
03:47:00
Namangan
6,736
2,159
192.168.1.139
UzCard
USD
Failed
1
3,137.02
409
Biometric
5
Payment
0
100,589
66,638,815
32,720,000
2024-03-10 03:48:00
03:48:00
Tashkent
6,072
2,668
192.168.1.160
UzCard
USD
Successful
7
4,936.08
1,064
Biometric
6
Cash Out
0
100,590
11,870,509
40,733,000
2024-03-10 03:49:00
03:49:00
Fergana
5,117
2,171
192.168.1.131
Humo
USD
Successful
19
135.96
1,396
2FA
8
Cash In
0
100,591
69,149,886
84,717,000
2024-03-10 03:50:00
03:50:00
Samarkand
5,996
2,150
192.168.1.154
Humo
UZS
Reversed
29
4,980.6
104
2FA
3
Transfer
0
100,592
90,602,661
9,974,000
2024-03-10 03:51:00
03:51:00
Tashkent
5,413
2,564
192.168.1.100
UzCard
UZS
Successful
10
3,256.25
1,109
2FA
1
Payment
0
100,593
88,327,096
95,896,000
2024-03-10 03:52:00
03:52:00
Namangan
5,022
2,818
192.168.1.191
Humo
USD
Failed
4
54.25
964
Password
1
Transfer
0
100,594
69,267,471
78,286,000
2024-03-10 03:53:00
03:53:00
Tashkent
5,533
2,232
192.168.1.47
Humo
UZS
Reversed
37
2,938.44
786
2FA
4
Payment
0
100,595
68,306,960
99,893,000
2024-03-10 03:54:00
03:54:00
Andijan
6,620
2,378
192.168.1.164
UzCard
UZS
Reversed
31
4,713
987
Password
3
Cash In
0
100,596
56,388,503
89,321,000
2024-03-10 03:55:00
03:55:00
Navoiy
5,614
2,522
192.168.1.184
UzCard
USD
Failed
45
3,153.51
923
Password
5
Payment
0
100,597
78,802,431
11,156,000
2024-03-10 03:56:00
03:56:00
Fergana
6,288
2,053
192.168.1.197
UzCard
USD
Failed
49
1,718.98
999
2FA
4
Cash Out
0
100,598
16,313,190
90,754,000
2024-03-10 03:57:00
03:57:00
Surkhandarya
6,582
2,373
192.168.1.94
UzCard
USD
Failed
15
4,764.21
828
2FA
2
Payment
0
100,599
62,453,542
74,630,000
2024-03-10 03:58:00
03:58:00
Khorezm
6,395
2,172
192.168.1.232
UzCard
UZS
Failed
39
2,263.35
778
2FA
8
Transfer
0
100,600
65,656,272
57,623,000
2024-03-10 03:59:00
03:59:00
Andijan
5,093
2,458
192.168.1.172
Humo
USD
Reversed
7
2,780.74
1,344
Biometric
7
Transfer
0