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
1,201
40,972,600
29,742,000
2024-01-01 03:20:00
03:20:00
Bukhara
5,104
2,020
192.168.1.225
Humo
USD
Failed
22
3,931.34
426
Password
2
Transfer
1
1,202
34,720,413
25,783,000
2024-01-01 03:21:00
03:21:00
Jizzakh
5,953
2,777
192.168.1.248
Humo
USD
Reversed
7
884.4
62
Biometric
5
Cash In
1
1,203
51,131,746
51,738,000
2024-01-01 03:22:00
03:22:00
Sirdarya
6,956
2,834
192.168.1.100
UzCard
USD
Reversed
27
4,031.27
224
Password
9
Cash In
1
1,204
72,829,777
87,426,000
2024-01-01 03:23:00
03:23:00
Navoiy
5,429
2,445
192.168.1.67
UzCard
USD
Successful
45
2,844.54
713
Biometric
1
Cash Out
1
1,205
19,383,851
35,796,000
2024-01-01 03:24:00
03:24:00
Navoiy
6,188
2,799
192.168.1.152
Humo
UZS
Failed
24
2,185.25
652
2FA
3
Transfer
1
1,206
59,786,301
89,187,000
2024-01-01 03:25:00
03:25:00
Fergana
6,873
2,297
192.168.1.145
UzCard
USD
Reversed
18
3,775.95
1,235
Biometric
6
Cash In
1
1,207
59,090,224
4,816,000
2024-01-01 03:26:00
03:26:00
Samarkand
6,524
2,456
192.168.1.137
UzCard
USD
Reversed
39
1,120.04
978
Biometric
2
Cash Out
1
1,208
62,934,458
8,235,000
2024-01-01 03:27:00
03:27:00
Khorezm
5,426
2,456
192.168.1.173
Humo
USD
Failed
14
2,412.17
108
Biometric
4
Cash In
1
1,209
38,735,021
60,600,000
2024-01-01 03:28:00
03:28:00
Surkhandarya
6,600
2,026
192.168.1.213
Humo
UZS
Reversed
48
599.34
391
Password
8
Payment
1
1,210
34,622,233
62,506,000
2024-01-01 03:29:00
03:29:00
Bukhara
6,610
2,453
192.168.1.211
Humo
UZS
Failed
10
1,547.18
911
Password
7
Cash Out
1
1,211
29,468,641
79,914,000
2024-01-01 03:30:00
03:30:00
Samarkand
5,493
2,109
192.168.1.4
UzCard
USD
Successful
31
2,573.33
766
Password
5
Transfer
1
1,212
78,457,070
79,568,000
2024-01-01 03:31:00
03:31:00
Kashkadarya
6,366
2,325
192.168.1.111
Humo
USD
Failed
42
1,576.08
454
Password
7
Cash Out
1
1,213
17,195,518
23,647,000
2024-01-01 03:32:00
03:32:00
Tashkent
6,704
2,803
192.168.1.73
Humo
USD
Successful
32
2,968.25
1,027
2FA
7
Transfer
1
1,214
89,759,382
63,091,000
2024-01-01 03:33:00
03:33:00
Tashkent
6,490
2,616
192.168.1.157
UzCard
USD
Successful
43
4,438.95
1,168
Biometric
8
Cash In
1
1,215
41,877,490
44,558,000
2024-01-01 03:34:00
03:34:00
Samarkand
5,820
2,005
192.168.1.57
Humo
UZS
Reversed
37
4,836.59
1,299
Password
7
Cash Out
1
1,216
49,585,045
55,479,000
2024-01-01 03:35:00
03:35:00
Sirdarya
5,840
2,878
192.168.1.94
UzCard
USD
Failed
39
4,257.12
641
Password
1
Payment
1
1,217
61,840,287
37,568,000
2024-01-01 03:36:00
03:36:00
Jizzakh
6,278
2,817
192.168.1.114
Humo
UZS
Reversed
31
1,036.25
461
Biometric
4
Cash Out
1
1,218
13,429,343
18,105,000
2024-01-01 03:37:00
03:37:00
Kashkadarya
5,662
2,960
192.168.1.240
Humo
UZS
Reversed
40
802.76
907
Password
7
Cash In
1
1,219
93,849,595
66,232,000
2024-01-01 03:38:00
03:38:00
Khorezm
6,075
2,201
192.168.1.188
UzCard
USD
Successful
47
4,509.41
451
2FA
8
Cash In
1
1,220
77,981,668
34,973,000
2024-01-01 03:39:00
03:39:00
Andijan
6,973
2,106
192.168.1.66
UzCard
USD
Successful
7
4,596.45
515
2FA
1
Cash In
1
1,221
63,840,488
89,101,000
2024-01-01 03:40:00
03:40:00
Tashkent
6,311
2,545
192.168.1.73
Humo
UZS
Failed
6
1,502.89
274
2FA
6
Transfer
1
1,222
41,740,577
20,463,000
2024-01-01 03:41:00
03:41:00
Surkhandarya
5,922
2,668
192.168.1.235
Humo
USD
Successful
40
711.42
178
2FA
2
Cash Out
1
1,223
77,937,570
12,984,000
2024-01-01 03:42:00
03:42:00
Fergana
6,003
2,513
192.168.1.32
Humo
UZS
Successful
29
3,860.74
108
Biometric
3
Cash Out
1
1,224
88,285,114
78,743,000
2024-01-01 03:43:00
03:43:00
Khorezm
5,906
2,475
192.168.1.65
Humo
USD
Failed
10
847.22
783
Biometric
7
Cash Out
1
1,225
56,547,158
94,498,000
2024-01-01 03:44:00
03:44:00
Namangan
6,086
2,402
192.168.1.139
UzCard
UZS
Successful
13
4,310.22
65
Password
7
Cash Out
1
1,226
63,128,933
8,795,000
2024-01-01 03:45:00
03:45:00
Tashkent
6,350
2,419
192.168.1.16
UzCard
UZS
Reversed
45
2,829.42
58
Password
5
Cash In
1
1,227
99,191,919
63,234,000
2024-01-01 03:46:00
03:46:00
Jizzakh
6,901
2,570
192.168.1.140
UzCard
USD
Failed
28
3,763.24
1,189
Biometric
1
Cash Out
1
1,228
15,176,842
40,637,000
2024-01-01 03:47:00
03:47:00
Surkhandarya
5,156
2,161
192.168.1.25
UzCard
USD
Failed
44
2,152.46
1,283
Password
3
Cash Out
1
1,229
50,395,801
42,691,000
2024-01-01 03:48:00
03:48:00
Surkhandarya
6,577
2,498
192.168.1.169
Humo
UZS
Successful
41
3,937.45
528
Password
4
Cash In
1
1,230
20,651,977
36,051,000
2024-01-01 03:49:00
03:49:00
Sirdarya
5,612
2,915
192.168.1.244
Humo
UZS
Reversed
2
3,442.43
1,392
2FA
1
Cash In
1
1,231
47,104,123
20,929,000
2024-01-01 03:50:00
03:50:00
Samarkand
6,995
2,166
192.168.1.228
Humo
USD
Failed
43
4,573.26
1,285
Biometric
9
Cash In
1
1,232
69,828,517
42,799,000
2024-01-01 03:51:00
03:51:00
Samarkand
5,482
2,742
192.168.1.129
Humo
UZS
Successful
43
1,528.26
659
Password
8
Payment
1
1,233
52,913,140
99,527,000
2024-01-01 03:52:00
03:52:00
Tashkent
6,502
2,798
192.168.1.6
Humo
UZS
Failed
30
1,351.79
606
Biometric
5
Cash In
1
1,234
11,536,613
11,884,000
2024-01-01 03:53:00
03:53:00
Jizzakh
6,235
2,441
192.168.1.6
Humo
UZS
Failed
7
3,708.24
631
Biometric
1
Cash Out
1
1,235
96,312,768
19,534,000
2024-01-01 03:54:00
03:54:00
Fergana
6,224
2,830
192.168.1.134
Humo
UZS
Successful
7
2,292.86
230
Password
8
Transfer
1
1,236
94,306,312
42,882,000
2024-01-01 03:55:00
03:55:00
Andijan
5,319
2,690
192.168.1.195
UzCard
UZS
Failed
21
2,622.66
1,211
2FA
1
Cash Out
1
1,237
57,965,073
20,196,000
2024-01-01 03:56:00
03:56:00
Namangan
5,319
2,345
192.168.1.41
Humo
USD
Reversed
34
2,972.22
147
2FA
4
Payment
1
1,238
86,517,936
27,481,000
2024-01-01 03:57:00
03:57:00
Fergana
6,356
2,933
192.168.1.222
Humo
UZS
Successful
34
4,769.09
1,219
2FA
8
Cash In
1
1,239
84,651,213
6,057,000
2024-01-01 03:58:00
03:58:00
Kashkadarya
6,282
2,263
192.168.1.81
UzCard
UZS
Successful
49
1,685.69
299
Biometric
4
Transfer
1
1,240
45,667,553
49,692,000
2024-01-01 03:59:00
03:59:00
Kashkadarya
6,851
2,782
192.168.1.163
UzCard
UZS
Failed
22
1,718.38
1,023
Biometric
5
Transfer
1
1,241
12,900,507
9,799,000
2024-01-01 04:00:00
04:00:00
Andijan
6,258
2,520
192.168.1.15
UzCard
UZS
Failed
3
4,493.32
1,061
Biometric
9
Transfer
1
1,242
19,962,506
20,355,000
2024-01-01 04:01:00
04:01:00
Andijan
6,142
2,054
192.168.1.60
UzCard
UZS
Successful
24
3,245.19
748
Password
8
Cash Out
1
1,243
51,827,394
73,736,000
2024-01-01 04:02:00
04:02:00
Jizzakh
6,644
2,458
192.168.1.234
UzCard
USD
Successful
5
4,854.89
1,436
Biometric
6
Cash In
1
1,244
15,339,900
20,004,000
2024-01-01 04:03:00
04:03:00
Jizzakh
5,547
2,966
192.168.1.167
Humo
UZS
Failed
41
4,056.98
1,345
Password
6
Transfer
1
1,245
54,534,364
55,095,000
2024-01-01 04:04:00
04:04:00
Tashkent
5,269
2,057
192.168.1.12
UzCard
USD
Reversed
6
2,188.48
1,120
Biometric
3
Transfer
1
1,246
35,955,963
58,018,000
2024-01-01 04:05:00
04:05:00
Sirdarya
5,460
2,781
192.168.1.181
UzCard
UZS
Successful
24
4,466.6
1,409
2FA
4
Cash In
1
1,247
36,902,586
70,976,000
2024-01-01 04:06:00
04:06:00
Andijan
5,398
2,156
192.168.1.62
UzCard
UZS
Successful
44
4,611.03
1,318
Password
1
Cash Out
1
1,248
69,098,515
40,022,000
2024-01-01 04:07:00
04:07:00
Kashkadarya
5,280
2,593
192.168.1.155
Humo
UZS
Failed
15
1,988.3
97
2FA
1
Payment
1
1,249
42,515,604
61,922,000
2024-01-01 04:08:00
04:08:00
Kashkadarya
5,226
2,802
192.168.1.101
UzCard
USD
Reversed
5
1,304.47
1,290
Biometric
2
Cash Out
1
1,250
44,954,719
36,104,000
2024-01-01 04:09:00
04:09:00
Andijan
6,598
2,501
192.168.1.244
Humo
UZS
Successful
6
4,115.05
752
Password
3
Cash Out
1
1,251
14,329,659
97,716,000
2024-01-01 04:10:00
04:10:00
Kashkadarya
5,051
2,123
192.168.1.217
Humo
USD
Failed
44
4,742.64
463
Password
7
Payment
1
1,252
40,302,422
14,509,000
2024-01-01 04:11:00
04:11:00
Tashkent
5,355
2,230
192.168.1.81
UzCard
USD
Reversed
30
1,577.81
218
Password
4
Cash In
1
1,253
27,481,868
38,786,000
2024-01-01 04:12:00
04:12:00
Navoiy
5,312
2,861
192.168.1.217
Humo
UZS
Reversed
32
104.17
178
Password
2
Cash Out
1
1,254
74,082,515
62,324,000
2024-01-01 04:13:00
04:13:00
Sirdarya
5,794
2,949
192.168.1.133
Humo
UZS
Failed
38
4,253.2
503
Password
1
Payment
1
1,255
36,719,736
77,469,000
2024-01-01 04:14:00
04:14:00
Samarkand
6,343
2,001
192.168.1.251
UzCard
UZS
Successful
37
566.08
844
Biometric
7
Transfer
1
1,256
97,338,437
48,792,000
2024-01-01 04:15:00
04:15:00
Khorezm
6,055
2,205
192.168.1.25
UzCard
UZS
Failed
43
2,492.52
1,087
2FA
6
Cash In
1
1,257
93,098,576
53,510,000
2024-01-01 04:16:00
04:16:00
Andijan
5,287
2,092
192.168.1.156
Humo
UZS
Reversed
24
1,569.55
340
Password
3
Cash Out
1
1,258
20,075,460
23,066,000
2024-01-01 04:17:00
04:17:00
Bukhara
5,436
2,715
192.168.1.19
UzCard
UZS
Successful
41
3,324.19
509
Biometric
4
Cash In
1
1,259
59,893,494
6,163,000
2024-01-01 04:18:00
04:18:00
Surkhandarya
5,421
2,434
192.168.1.32
Humo
USD
Failed
3
3,674.5
164
Biometric
9
Payment
1
1,260
83,657,426
6,692,000
2024-01-01 04:19:00
04:19:00
Kashkadarya
6,654
2,454
192.168.1.156
UzCard
USD
Successful
46
642.75
1,127
2FA
3
Cash Out
1
1,261
58,467,609
70,000
2024-01-01 04:20:00
04:20:00
Fergana
5,138
2,076
192.168.1.165
Humo
UZS
Reversed
37
4,597.59
245
Password
4
Payment
1
1,262
85,669,780
32,845,000
2024-01-01 04:21:00
04:21:00
Bukhara
5,896
2,345
192.168.1.52
UzCard
USD
Reversed
24
3,764.32
224
2FA
6
Transfer
1
1,263
37,691,875
5,517,000
2024-01-01 04:22:00
04:22:00
Navoiy
6,449
2,962
192.168.1.44
Humo
UZS
Reversed
30
4,048.73
269
2FA
2
Cash Out
1
1,264
54,637,529
62,231,000
2024-01-01 04:23:00
04:23:00
Jizzakh
6,266
2,782
192.168.1.172
UzCard
USD
Reversed
29
3,854.58
260
2FA
7
Cash In
1
1,265
52,614,238
84,077,000
2024-01-01 04:24:00
04:24:00
Samarkand
5,029
2,128
192.168.1.111
Humo
USD
Successful
10
3,822.7
571
Biometric
7
Cash In
1
1,266
53,414,976
87,262,000
2024-01-01 04:25:00
04:25:00
Namangan
5,699
2,217
192.168.1.177
UzCard
UZS
Failed
26
567.08
555
Password
1
Transfer
1
1,267
83,032,127
92,396,000
2024-01-01 04:26:00
04:26:00
Fergana
6,032
2,557
192.168.1.28
Humo
USD
Successful
42
4,858.56
883
Biometric
8
Payment
1
1,268
63,586,259
51,197,000
2024-01-01 04:27:00
04:27:00
Tashkent
5,566
2,324
192.168.1.140
Humo
UZS
Failed
9
1,458.14
1,358
Biometric
9
Cash Out
1
1,269
78,587,066
27,278,000
2024-01-01 04:28:00
04:28:00
Khorezm
6,328
2,350
192.168.1.54
UzCard
USD
Successful
43
1,369.62
573
2FA
9
Cash Out
1
1,270
14,197,133
11,740,000
2024-01-01 04:29:00
04:29:00
Surkhandarya
6,120
2,896
192.168.1.106
UzCard
UZS
Successful
3
1,093.27
335
Password
6
Transfer
1
1,271
25,341,781
81,074,000
2024-01-01 04:30:00
04:30:00
Sirdarya
6,101
2,457
192.168.1.115
Humo
UZS
Failed
3
4,821.61
410
Password
1
Transfer
1
1,272
82,776,232
71,420,000
2024-01-01 04:31:00
04:31:00
Sirdarya
6,403
2,475
192.168.1.117
UzCard
USD
Failed
4
3,506.86
253
Biometric
4
Transfer
1
1,273
50,781,691
72,656,000
2024-01-01 04:32:00
04:32:00
Jizzakh
6,969
2,694
192.168.1.164
UzCard
UZS
Failed
40
4,392.13
919
Biometric
3
Cash In
1
1,274
53,234,028
72,603,000
2024-01-01 04:33:00
04:33:00
Kashkadarya
5,975
2,436
192.168.1.176
Humo
UZS
Successful
8
1,634.42
406
Biometric
3
Cash Out
1
1,275
93,748,939
49,481,000
2024-01-01 04:34:00
04:34:00
Andijan
5,325
2,222
192.168.1.155
UzCard
USD
Failed
47
3,279.83
107
Password
4
Cash Out
1
1,276
97,512,577
55,954,000
2024-01-01 04:35:00
04:35:00
Sirdarya
6,197
2,387
192.168.1.243
UzCard
UZS
Reversed
26
1,722.44
1,410
Password
1
Transfer
1
1,277
61,302,048
1,788,000
2024-01-01 04:36:00
04:36:00
Navoiy
6,460
2,203
192.168.1.189
UzCard
UZS
Successful
1
2,697.27
1,322
Biometric
2
Transfer
1
1,278
35,979,106
91,445,000
2024-01-01 04:37:00
04:37:00
Andijan
6,047
2,221
192.168.1.235
UzCard
UZS
Successful
34
4,836.99
345
Biometric
8
Cash In
1
1,279
10,670,109
11,557,000
2024-01-01 04:38:00
04:38:00
Bukhara
5,601
2,780
192.168.1.197
UzCard
USD
Successful
30
1,429.08
799
Password
1
Cash Out
1
1,280
23,907,277
49,856,000
2024-01-01 04:39:00
04:39:00
Navoiy
6,671
2,197
192.168.1.119
UzCard
UZS
Reversed
15
2,012.19
824
2FA
8
Cash In
1
1,281
12,284,079
36,372,000
2024-01-01 04:40:00
04:40:00
Tashkent
5,640
2,601
192.168.1.202
Humo
USD
Failed
41
4,453.88
686
2FA
2
Cash Out
1
1,282
61,921,535
66,018,000
2024-01-01 04:41:00
04:41:00
Kashkadarya
6,626
2,973
192.168.1.132
UzCard
UZS
Reversed
47
1,833.2
612
Password
8
Cash In
1
1,283
58,052,808
70,993,000
2024-01-01 04:42:00
04:42:00
Bukhara
5,667
2,355
192.168.1.98
Humo
UZS
Reversed
7
3,614.54
113
Password
9
Payment
1
1,284
56,341,677
41,532,000
2024-01-01 04:43:00
04:43:00
Kashkadarya
5,458
2,392
192.168.1.141
UzCard
UZS
Failed
1
1,345.57
640
Password
3
Transfer
1
1,285
14,883,070
20,852,000
2024-01-01 04:44:00
04:44:00
Jizzakh
6,888
2,906
192.168.1.182
Humo
UZS
Successful
28
272.01
460
Password
6
Cash In
1
1,286
48,860,392
47,223,000
2024-01-01 04:45:00
04:45:00
Kashkadarya
6,844
2,676
192.168.1.46
UzCard
USD
Successful
48
4,416.1
1,123
Password
7
Cash In
1
1,287
45,811,900
64,794,000
2024-01-01 04:46:00
04:46:00
Tashkent
6,126
2,987
192.168.1.130
Humo
USD
Failed
21
3,225.06
98
Biometric
2
Transfer
1
1,288
59,927,494
69,313,000
2024-01-01 04:47:00
04:47:00
Tashkent
6,799
2,458
192.168.1.31
UzCard
USD
Reversed
1
3,725.97
1,250
Biometric
7
Payment
1
1,289
96,374,085
3,661,000
2024-01-01 04:48:00
04:48:00
Kashkadarya
6,313
2,672
192.168.1.236
UzCard
UZS
Failed
21
1,401.03
437
2FA
5
Cash In
1
1,290
10,878,770
32,627,000
2024-01-01 04:49:00
04:49:00
Andijan
5,681
2,321
192.168.1.177
Humo
UZS
Successful
46
4,152.58
346
Password
7
Payment
1
1,291
36,975,873
54,840,000
2024-01-01 04:50:00
04:50:00
Khorezm
6,250
2,208
192.168.1.30
Humo
USD
Reversed
11
750.23
601
Biometric
3
Payment
1
1,292
14,980,226
57,085,000
2024-01-01 04:51:00
04:51:00
Surkhandarya
5,218
2,833
192.168.1.96
Humo
UZS
Failed
7
2,120.08
1,171
2FA
7
Cash In
1
1,293
12,249,051
5,268,000
2024-01-01 04:52:00
04:52:00
Kashkadarya
6,834
2,309
192.168.1.199
UzCard
USD
Reversed
41
2,223.33
1,125
2FA
2
Cash Out
1
1,294
58,963,263
12,393,000
2024-01-01 04:53:00
04:53:00
Surkhandarya
6,222
2,475
192.168.1.250
Humo
UZS
Failed
31
336.55
639
Password
3
Payment
1
1,295
49,859,602
97,333,000
2024-01-01 04:54:00
04:54:00
Fergana
5,209
2,935
192.168.1.169
UzCard
USD
Successful
11
3,156.24
214
2FA
2
Payment
1
1,296
91,703,165
34,628,000
2024-01-01 04:55:00
04:55:00
Navoiy
6,471
2,580
192.168.1.17
Humo
USD
Successful
15
170.58
927
Biometric
9
Payment
1
1,297
55,540,228
63,694,000
2024-01-01 04:56:00
04:56:00
Samarkand
6,497
2,307
192.168.1.197
UzCard
UZS
Failed
36
4,411.24
1,406
2FA
6
Payment
1
1,298
23,414,860
89,871,000
2024-01-01 04:57:00
04:57:00
Andijan
5,369
2,191
192.168.1.190
Humo
UZS
Successful
32
3,766.2
1,294
Password
4
Payment
1
1,299
10,867,105
2,040,000
2024-01-01 04:58:00
04:58:00
Fergana
5,613
2,952
192.168.1.99
UzCard
UZS
Reversed
25
780.22
25
Password
5
Transfer
1
1,300
94,645,270
25,840,000
2024-01-01 04:59:00
04:59:00
Tashkent
5,257
2,433
192.168.1.51
Humo
USD
Successful
32
11.46
316
2FA
4
Payment
1