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
1,101
14,602,117
24,923,000
2024-01-01 01:40:00
01:40:00
Jizzakh
5,182
2,397
192.168.1.198
UzCard
USD
Failed
7
2,764.56
676
Biometric
4
Transfer
1
1,102
63,490,363
19,042,000
2024-01-01 01:41:00
01:41:00
Khorezm
6,638
2,023
192.168.1.105
UzCard
UZS
Successful
34
86.18
17
Biometric
5
Cash Out
1
1,103
35,427,948
59,337,000
2024-01-01 01:42:00
01:42:00
Navoiy
6,450
2,172
192.168.1.229
Humo
USD
Failed
29
927.07
261
Password
4
Cash In
1
1,104
71,306,150
63,719,000
2024-01-01 01:43:00
01:43:00
Fergana
5,218
2,933
192.168.1.252
UzCard
USD
Failed
2
756.5
959
2FA
3
Cash Out
1
1,105
42,712,041
48,391,000
2024-01-01 01:44:00
01:44:00
Namangan
6,168
2,622
192.168.1.96
UzCard
UZS
Failed
16
965.2
22
2FA
6
Payment
1
1,106
20,736,128
5,842,000
2024-01-01 01:45:00
01:45:00
Fergana
6,683
2,154
192.168.1.73
UzCard
UZS
Successful
34
4,442.82
1,236
Password
5
Cash Out
1
1,107
87,471,747
55,190,000
2024-01-01 01:46:00
01:46:00
Surkhandarya
6,394
2,304
192.168.1.131
UzCard
UZS
Reversed
32
3,396.78
32
Biometric
4
Payment
1
1,108
73,180,436
29,350,000
2024-01-01 01:47:00
01:47:00
Sirdarya
6,353
2,787
192.168.1.215
Humo
USD
Reversed
21
2,118.36
1,034
Password
3
Payment
1
1,109
17,246,418
36,318,000
2024-01-01 01:48:00
01:48:00
Navoiy
5,610
2,670
192.168.1.231
UzCard
UZS
Failed
15
2,676.65
917
Password
8
Transfer
1
1,110
32,193,546
35,447,000
2024-01-01 01:49:00
01:49:00
Kashkadarya
5,132
2,928
192.168.1.130
UzCard
USD
Failed
46
1,416.05
621
Biometric
1
Payment
1
1,111
69,845,736
72,822,000
2024-01-01 01:50:00
01:50:00
Khorezm
6,409
2,318
192.168.1.158
Humo
USD
Failed
33
3,334.88
322
2FA
2
Cash In
1
1,112
19,577,056
4,125,000
2024-01-01 01:51:00
01:51:00
Namangan
5,098
2,619
192.168.1.159
UzCard
USD
Successful
41
1,371.16
338
Biometric
3
Cash In
1
1,113
99,561,368
27,847,000
2024-01-01 01:52:00
01:52:00
Kashkadarya
5,011
2,076
192.168.1.250
Humo
UZS
Failed
12
1,227.77
1,385
2FA
7
Cash In
1
1,114
78,863,021
66,795,000
2024-01-01 01:53:00
01:53:00
Bukhara
6,176
2,076
192.168.1.223
UzCard
USD
Successful
47
580.62
1,225
Password
3
Cash Out
1
1,115
77,084,493
66,523,000
2024-01-01 01:54:00
01:54:00
Andijan
5,351
2,498
192.168.1.55
UzCard
USD
Successful
11
2,531.33
155
Biometric
6
Cash In
1
1,116
86,035,945
83,092,000
2024-01-01 01:55:00
01:55:00
Bukhara
5,390
2,946
192.168.1.39
UzCard
UZS
Failed
47
2,596.01
84
Biometric
8
Cash Out
1
1,117
49,588,663
39,894,000
2024-01-01 01:56:00
01:56:00
Kashkadarya
5,306
2,881
192.168.1.163
UzCard
USD
Successful
36
2,232.3
925
2FA
6
Payment
1
1,118
75,123,448
53,372,000
2024-01-01 01:57:00
01:57:00
Surkhandarya
5,056
2,170
192.168.1.101
UzCard
UZS
Successful
41
1,151.43
561
Password
6
Cash Out
1
1,119
22,110,017
22,732,000
2024-01-01 01:58:00
01:58:00
Sirdarya
5,218
2,784
192.168.1.23
UzCard
UZS
Reversed
25
1,820.23
658
Password
4
Transfer
1
1,120
20,144,585
54,724,000
2024-01-01 01:59:00
01:59:00
Kashkadarya
6,731
2,897
192.168.1.169
UzCard
USD
Successful
12
2,036.13
878
2FA
5
Payment
1
1,121
47,746,773
39,468,000
2024-01-01 02:00:00
02:00:00
Kashkadarya
6,716
2,827
192.168.1.37
UzCard
USD
Failed
20
3,190.47
1,351
Biometric
4
Payment
1
1,122
81,385,452
40,049,000
2024-01-01 02:01:00
02:01:00
Andijan
5,545
2,032
192.168.1.84
UzCard
USD
Reversed
16
2,790.98
133
Password
5
Cash In
1
1,123
99,307,266
54,530,000
2024-01-01 02:02:00
02:02:00
Andijan
6,058
2,528
192.168.1.58
UzCard
UZS
Successful
13
232.75
1,257
Password
9
Transfer
1
1,124
23,224,760
31,478,000
2024-01-01 02:03:00
02:03:00
Navoiy
6,115
2,706
192.168.1.167
UzCard
UZS
Successful
25
3,120.55
1,060
2FA
4
Transfer
1
1,125
25,557,034
59,637,000
2024-01-01 02:04:00
02:04:00
Bukhara
5,651
2,612
192.168.1.127
UzCard
UZS
Failed
23
513.28
1,324
Password
6
Payment
1
1,126
58,481,916
67,304,000
2024-01-01 02:05:00
02:05:00
Andijan
5,947
2,987
192.168.1.66
UzCard
USD
Failed
30
1,630.02
782
Password
5
Transfer
1
1,127
66,974,561
11,453,000
2024-01-01 02:06:00
02:06:00
Kashkadarya
5,330
2,291
192.168.1.120
UzCard
USD
Successful
22
2,063.12
156
2FA
6
Transfer
1
1,128
74,933,742
88,450,000
2024-01-01 02:07:00
02:07:00
Jizzakh
6,057
2,008
192.168.1.87
Humo
USD
Reversed
3
2,027.74
471
Password
9
Cash Out
1
1,129
97,790,536
38,504,000
2024-01-01 02:08:00
02:08:00
Kashkadarya
5,865
2,397
192.168.1.164
Humo
UZS
Reversed
12
2,052.45
734
2FA
8
Transfer
1
1,130
84,719,525
79,552,000
2024-01-01 02:09:00
02:09:00
Navoiy
5,044
2,799
192.168.1.190
Humo
USD
Failed
9
934.44
331
2FA
2
Payment
1
1,131
55,616,126
89,653,000
2024-01-01 02:10:00
02:10:00
Sirdarya
6,980
2,094
192.168.1.10
UzCard
USD
Reversed
31
14.62
427
Password
2
Cash Out
1
1,132
91,642,790
16,192,000
2024-01-01 02:11:00
02:11:00
Khorezm
5,358
2,781
192.168.1.117
Humo
USD
Successful
46
1,771.01
630
Password
4
Cash In
1
1,133
27,382,659
7,058,000
2024-01-01 02:12:00
02:12:00
Navoiy
6,510
2,757
192.168.1.157
UzCard
UZS
Reversed
6
1,960.72
1,252
2FA
7
Cash Out
1
1,134
58,434,821
74,386,000
2024-01-01 02:13:00
02:13:00
Namangan
6,181
2,701
192.168.1.130
UzCard
USD
Reversed
37
1,588.13
152
Password
2
Cash Out
1
1,135
30,807,063
19,396,000
2024-01-01 02:14:00
02:14:00
Namangan
5,364
2,887
192.168.1.143
Humo
UZS
Failed
5
2,408.46
544
2FA
1
Transfer
1
1,136
45,232,023
51,840,000
2024-01-01 02:15:00
02:15:00
Bukhara
6,172
2,788
192.168.1.19
UzCard
USD
Reversed
10
261.18
1,280
Password
7
Cash In
1
1,137
59,098,436
11,279,000
2024-01-01 02:16:00
02:16:00
Bukhara
6,089
2,591
192.168.1.4
UzCard
UZS
Successful
3
259.84
909
Biometric
8
Cash In
1
1,138
76,561,119
75,196,000
2024-01-01 02:17:00
02:17:00
Surkhandarya
5,766
2,191
192.168.1.96
Humo
USD
Reversed
40
198.89
632
Biometric
1
Transfer
1
1,139
46,102,513
30,005,000
2024-01-01 02:18:00
02:18:00
Sirdarya
6,860
2,443
192.168.1.232
UzCard
UZS
Failed
39
4,628.33
986
Biometric
9
Payment
1
1,140
77,898,652
671,000
2024-01-01 02:19:00
02:19:00
Namangan
5,612
2,774
192.168.1.139
UzCard
USD
Reversed
2
3,479.21
83
Biometric
5
Transfer
1
1,141
98,782,785
92,428,000
2024-01-01 02:20:00
02:20:00
Namangan
5,337
2,560
192.168.1.194
Humo
UZS
Successful
12
743.06
614
Password
3
Cash Out
1
1,142
39,549,357
15,552,000
2024-01-01 02:21:00
02:21:00
Kashkadarya
6,512
2,859
192.168.1.186
UzCard
UZS
Successful
25
4,352.29
510
2FA
1
Payment
1
1,143
93,949,005
87,567,000
2024-01-01 02:22:00
02:22:00
Andijan
5,823
2,173
192.168.1.202
UzCard
USD
Successful
19
4,784.76
1,047
Biometric
5
Transfer
1
1,144
18,726,692
26,362,000
2024-01-01 02:23:00
02:23:00
Kashkadarya
5,545
2,656
192.168.1.183
UzCard
USD
Reversed
46
3,901.71
212
Password
1
Cash In
1
1,145
75,479,254
73,047,000
2024-01-01 02:24:00
02:24:00
Namangan
6,249
2,286
192.168.1.247
Humo
USD
Reversed
16
2,275.75
136
Password
2
Cash In
1
1,146
73,899,749
59,295,000
2024-01-01 02:25:00
02:25:00
Surkhandarya
5,180
2,406
192.168.1.230
Humo
USD
Successful
46
2,633.61
1,215
Biometric
9
Payment
1
1,147
89,960,901
28,142,000
2024-01-01 02:26:00
02:26:00
Tashkent
5,205
2,207
192.168.1.180
UzCard
UZS
Failed
8
841.57
362
Biometric
4
Payment
1
1,148
73,689,689
9,012,000
2024-01-01 02:27:00
02:27:00
Jizzakh
5,721
2,831
192.168.1.156
UzCard
USD
Reversed
44
3,152.6
1,224
Biometric
4
Payment
1
1,149
79,214,527
5,659,000
2024-01-01 02:28:00
02:28:00
Navoiy
6,048
2,426
192.168.1.42
Humo
UZS
Successful
17
1,184.7
1,292
Biometric
5
Cash Out
1
1,150
68,330,249
26,635,000
2024-01-01 02:29:00
02:29:00
Navoiy
6,301
2,993
192.168.1.240
UzCard
USD
Successful
44
4,419.95
882
Password
2
Cash Out
1
1,151
71,112,813
51,496,000
2024-01-01 02:30:00
02:30:00
Jizzakh
6,580
2,875
192.168.1.6
Humo
UZS
Successful
36
4,927.61
1,019
Password
3
Cash Out
1
1,152
50,489,325
51,079,000
2024-01-01 02:31:00
02:31:00
Kashkadarya
6,352
2,584
192.168.1.56
Humo
UZS
Failed
46
1,125.93
1,280
2FA
1
Cash In
1
1,153
72,864,532
64,122,000
2024-01-01 02:32:00
02:32:00
Kashkadarya
6,757
2,767
192.168.1.14
Humo
UZS
Reversed
11
2,861.23
956
Password
2
Transfer
1
1,154
89,366,237
26,010,000
2024-01-01 02:33:00
02:33:00
Tashkent
6,646
2,102
192.168.1.112
UzCard
USD
Failed
15
1,369.48
805
Biometric
6
Cash In
1
1,155
12,587,387
55,610,000
2024-01-01 02:34:00
02:34:00
Bukhara
5,045
2,717
192.168.1.190
UzCard
UZS
Reversed
24
1,167.65
1,000
Biometric
5
Payment
1
1,156
50,391,473
11,986,000
2024-01-01 02:35:00
02:35:00
Navoiy
6,094
2,360
192.168.1.200
UzCard
UZS
Successful
45
4,975.36
108
Biometric
2
Transfer
1
1,157
49,271,926
89,005,000
2024-01-01 02:36:00
02:36:00
Jizzakh
5,449
2,790
192.168.1.178
UzCard
UZS
Successful
35
3,239.09
363
Password
6
Payment
1
1,158
12,159,570
64,071,000
2024-01-01 02:37:00
02:37:00
Sirdarya
6,335
2,210
192.168.1.80
Humo
USD
Successful
29
3,164.29
624
Biometric
8
Cash Out
1
1,159
67,836,557
72,763,000
2024-01-01 02:38:00
02:38:00
Sirdarya
6,113
2,421
192.168.1.4
Humo
UZS
Successful
22
2,100.74
1,267
2FA
9
Cash Out
1
1,160
81,966,125
59,127,000
2024-01-01 02:39:00
02:39:00
Tashkent
5,436
2,268
192.168.1.250
Humo
USD
Reversed
18
1,293.55
569
2FA
8
Payment
1
1,161
12,262,642
69,559,000
2024-01-01 02:40:00
02:40:00
Surkhandarya
6,173
2,989
192.168.1.37
Humo
UZS
Reversed
19
3,431.12
29
Biometric
7
Cash In
1
1,162
78,752,520
30,678,000
2024-01-01 02:41:00
02:41:00
Fergana
5,265
2,090
192.168.1.250
Humo
UZS
Reversed
21
4,775.3
181
2FA
4
Payment
1
1,163
50,689,122
95,767,000
2024-01-01 02:42:00
02:42:00
Sirdarya
6,640
2,984
192.168.1.230
Humo
USD
Successful
32
1,864.01
1,280
Password
7
Payment
1
1,164
44,723,793
70,750,000
2024-01-01 02:43:00
02:43:00
Surkhandarya
6,565
2,559
192.168.1.105
Humo
USD
Failed
12
4,143.16
1,003
Password
4
Cash Out
1
1,165
47,590,681
42,660,000
2024-01-01 02:44:00
02:44:00
Fergana
5,611
2,288
192.168.1.77
Humo
USD
Reversed
31
2,490.73
1,266
Password
8
Payment
1
1,166
97,904,330
20,134,000
2024-01-01 02:45:00
02:45:00
Khorezm
6,758
2,375
192.168.1.189
UzCard
USD
Successful
31
1,763.7
52
Biometric
4
Cash Out
1
1,167
74,712,503
66,149,000
2024-01-01 02:46:00
02:46:00
Andijan
6,275
2,109
192.168.1.185
UzCard
UZS
Reversed
6
1,923.11
289
2FA
1
Cash In
1
1,168
23,348,984
10,177,000
2024-01-01 02:47:00
02:47:00
Andijan
6,262
2,080
192.168.1.46
Humo
USD
Successful
29
1,156.93
1,426
Biometric
6
Cash Out
1
1,169
14,574,483
67,965,000
2024-01-01 02:48:00
02:48:00
Fergana
5,483
2,466
192.168.1.149
Humo
USD
Reversed
7
4,224.66
1,019
Biometric
3
Transfer
1
1,170
82,237,042
61,431,000
2024-01-01 02:49:00
02:49:00
Navoiy
6,916
2,426
192.168.1.157
Humo
USD
Successful
47
4,435.46
77
Password
2
Transfer
1
1,171
87,055,132
68,251,000
2024-01-01 02:50:00
02:50:00
Surkhandarya
6,034
2,750
192.168.1.218
UzCard
USD
Failed
10
1,850.02
1,081
Password
9
Cash In
1
1,172
76,409,049
9,374,000
2024-01-01 02:51:00
02:51:00
Khorezm
5,873
2,753
192.168.1.17
Humo
UZS
Reversed
5
1,902.46
816
2FA
1
Transfer
1
1,173
26,310,790
39,149,000
2024-01-01 02:52:00
02:52:00
Sirdarya
5,363
2,856
192.168.1.226
Humo
UZS
Reversed
41
3,513.84
715
2FA
5
Cash In
1
1,174
66,966,589
46,285,000
2024-01-01 02:53:00
02:53:00
Tashkent
6,489
2,051
192.168.1.70
Humo
UZS
Failed
39
2,184.34
1,400
Password
5
Transfer
1
1,175
27,562,188
61,608,000
2024-01-01 02:54:00
02:54:00
Jizzakh
6,384
2,086
192.168.1.219
Humo
UZS
Reversed
46
3,292.56
1,255
2FA
2
Cash In
1
1,176
96,078,990
64,679,000
2024-01-01 02:55:00
02:55:00
Surkhandarya
5,461
2,015
192.168.1.15
UzCard
UZS
Reversed
36
4,480.28
935
Biometric
6
Payment
1
1,177
57,235,400
45,299,000
2024-01-01 02:56:00
02:56:00
Sirdarya
6,604
2,857
192.168.1.160
UzCard
USD
Failed
45
1,268.34
286
Biometric
6
Payment
1
1,178
73,084,431
92,603,000
2024-01-01 02:57:00
02:57:00
Kashkadarya
5,038
2,958
192.168.1.200
Humo
USD
Failed
18
4,732.53
324
Biometric
3
Cash Out
1
1,179
84,298,879
70,896,000
2024-01-01 02:58:00
02:58:00
Bukhara
5,406
2,156
192.168.1.215
Humo
UZS
Successful
9
1,403.19
617
Password
7
Transfer
1
1,180
14,665,148
21,385,000
2024-01-01 02:59:00
02:59:00
Tashkent
6,647
2,019
192.168.1.98
Humo
UZS
Failed
44
4,026.65
1,344
2FA
4
Payment
1
1,181
12,088,418
11,711,000
2024-01-01 03:00:00
03:00:00
Tashkent
6,384
2,867
192.168.1.78
UzCard
UZS
Failed
46
2,979.32
866
Password
3
Cash In
1
1,182
58,443,118
2,595,000
2024-01-01 03:01:00
03:01:00
Surkhandarya
6,684
2,639
192.168.1.228
UzCard
UZS
Reversed
27
4,043.17
782
Biometric
9
Transfer
1
1,183
25,223,330
8,212,000
2024-01-01 03:02:00
03:02:00
Khorezm
6,128
2,714
192.168.1.54
Humo
UZS
Successful
6
2,862.83
1,432
2FA
5
Cash Out
1
1,184
50,732,287
99,268,000
2024-01-01 03:03:00
03:03:00
Fergana
5,854
2,639
192.168.1.23
UzCard
USD
Successful
19
2,503.08
1,206
2FA
4
Cash In
1
1,185
29,443,928
52,132,000
2024-01-01 03:04:00
03:04:00
Fergana
6,835
2,890
192.168.1.36
UzCard
USD
Successful
7
989.21
764
Biometric
2
Payment
1
1,186
75,116,514
89,760,000
2024-01-01 03:05:00
03:05:00
Khorezm
5,363
2,937
192.168.1.224
Humo
USD
Reversed
13
299.7
1,031
Password
5
Payment
1
1,187
21,501,951
741,000
2024-01-01 03:06:00
03:06:00
Andijan
5,575
2,999
192.168.1.46
UzCard
UZS
Failed
28
572.97
931
2FA
1
Cash Out
1
1,188
64,889,284
39,962,000
2024-01-01 03:07:00
03:07:00
Namangan
6,638
2,827
192.168.1.86
UzCard
UZS
Failed
33
1,758.99
1,095
2FA
5
Transfer
1
1,189
41,248,956
82,235,000
2024-01-01 03:08:00
03:08:00
Tashkent
6,592
2,742
192.168.1.181
Humo
UZS
Failed
6
3,280.62
723
2FA
6
Transfer
1
1,190
48,466,115
11,614,000
2024-01-01 03:09:00
03:09:00
Khorezm
5,776
2,872
192.168.1.214
UzCard
UZS
Successful
25
1,277.02
804
Biometric
4
Cash Out
1
1,191
78,353,735
22,525,000
2024-01-01 03:10:00
03:10:00
Bukhara
5,067
2,518
192.168.1.239
UzCard
USD
Failed
27
668.89
325
2FA
1
Payment
1
1,192
99,153,385
6,031,000
2024-01-01 03:11:00
03:11:00
Sirdarya
5,132
2,667
192.168.1.146
Humo
UZS
Reversed
1
2,862.7
723
Password
3
Transfer
1
1,193
99,645,731
34,177,000
2024-01-01 03:12:00
03:12:00
Namangan
5,370
2,223
192.168.1.54
Humo
USD
Failed
32
953.09
1,055
Biometric
2
Cash Out
1
1,194
96,213,388
70,365,000
2024-01-01 03:13:00
03:13:00
Jizzakh
6,521
2,149
192.168.1.181
Humo
USD
Successful
31
597.48
1,162
Biometric
8
Transfer
1
1,195
90,557,940
6,984,000
2024-01-01 03:14:00
03:14:00
Bukhara
6,453
2,501
192.168.1.211
UzCard
UZS
Reversed
30
2,301.66
769
Password
1
Transfer
1
1,196
56,701,827
74,602,000
2024-01-01 03:15:00
03:15:00
Fergana
6,742
2,650
192.168.1.36
UzCard
USD
Successful
18
408.02
1,388
Biometric
7
Payment
1
1,197
57,178,023
56,972,000
2024-01-01 03:16:00
03:16:00
Navoiy
5,171
2,076
192.168.1.26
UzCard
USD
Successful
12
3,710.01
225
2FA
7
Payment
1
1,198
60,593,726
30,001,000
2024-01-01 03:17:00
03:17:00
Sirdarya
5,169
2,551
192.168.1.145
UzCard
USD
Successful
42
462.37
363
Password
2
Cash In
1
1,199
40,157,820
55,942,000
2024-01-01 03:18:00
03:18:00
Tashkent
5,202
2,616
192.168.1.190
Humo
USD
Reversed
33
1,866.19
137
Password
4
Cash In
1
1,200
49,931,905
98,979,000
2024-01-01 03:19:00
03:19:00
Kashkadarya
6,678
2,347
192.168.1.23
UzCard
USD
Failed
39
2,194.41
1,431
2FA
3
Transfer
1