Datasets:
agrawalchaitany
/
cyberbert_dataset

Dataset card Data Studio Files
xet
Community
1
Destination Port
float64
Flow Duration
float64
Total Fwd Packets
float64
Total Backward Packets
float64
Total Length of Fwd Packets
float64
Total Length of Bwd Packets
float64
Fwd Packet Length Max
float64
Fwd Packet Length Min
float64
Fwd Packet Length Mean
float64
Fwd Packet Length Std
float64
Bwd Packet Length Max
float64
Bwd Packet Length Min
float64
Bwd Packet Length Mean
float64
Bwd Packet Length Std
float64
Flow Bytes/s
float64
Flow Packets/s
float64
Flow IAT Mean
float64
Flow IAT Std
float64
Flow IAT Max
float64
Flow IAT Min
float64
Fwd IAT Total
float64
Fwd IAT Mean
float64
Fwd IAT Std
float64
Fwd IAT Max
float64
Fwd IAT Min
float64
Bwd IAT Total
float64
Bwd IAT Mean
float64
Bwd IAT Std
float64
Bwd IAT Max
float64
Bwd IAT Min
float64
Fwd PSH Flags
float64
Bwd PSH Flags
float64
Fwd URG Flags
float64
Bwd URG Flags
float64
Fwd Header Length
float64
Bwd Header Length
float64
Fwd Packets/s
float64
Bwd Packets/s
float64
Min Packet Length
float64
Max Packet Length
float64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
FIN Flag Count
float64
SYN Flag Count
float64
RST Flag Count
float64
PSH Flag Count
float64
ACK Flag Count
float64
URG Flag Count
float64
CWE Flag Count
float64
ECE Flag Count
float64
Down/Up Ratio
float64
Average Packet Size
float64
Avg Fwd Segment Size
float64
Avg Bwd Segment Size
float64
Fwd Header Length.1
float64
Fwd Avg Bytes/Bulk
float64
Fwd Avg Packets/Bulk
float64
Fwd Avg Bulk Rate
float64
Bwd Avg Bytes/Bulk
float64
Bwd Avg Packets/Bulk
float64
Bwd Avg Bulk Rate
float64
Subflow Fwd Packets
float64
Subflow Fwd Bytes
float64
Subflow Bwd Packets
float64
Subflow Bwd Bytes
float64
Init_Win_bytes_forward
float64
Init_Win_bytes_backward
float64
act_data_pkt_fwd
float64
min_seg_size_forward
float64
Active Mean
float64
Active Std
float64
Active Max
float64
Active Min
float64
Idle Mean
float64
Idle Std
float64
Idle Max
float64
Idle Min
float64
Label
string
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6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
256
63
0
20
0
0
0
0
0
0
0
0
BENIGN
443
112,425
1
1
6
6
6
6
6
0
6
6
6
0
106.737825
17.789638
112,425
0
112,425
112,425
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
8.894819
8.894819
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
256
63
0
20
0
0
0
0
0
0
0
0
BENIGN
443
2,259,318
8
8
793
4,398
451
0
99.125
159.319479
1,832
0
549.75
735.395472
2,297.596
7.081783
150,621.2
241,478.0764
893,038
1
1,366,279
195,182.7143
147,290.3533
484,001
25,485
2,149,987
307,141
390,412.8863
999,051
1
0
0
0
0
172
168
3.540892
3.540892
0
1,832
305.352941
551.964893
304,665.2426
0
0
0
1
0
0
0
0
1
324.4375
99.125
549.75
172
0
0
0
0
0
0
8
793
8
4,398
8,192
245
7
20
0
0
0
0
0
0
0
0
BENIGN
443
2,564,609
12
14
754
16,366
388
0
62.833333
119.1621
2,920
0
1,169
1,007.564314
6,675.481526
10.137998
102,584.36
226,920.4367
880,687
1
1,683,921
153,083.7273
219,131.1512
771,212
3
2,454,502
188,807.8462
362,069.8466
998,489
1
0
0
0
0
252
288
4.679076
5.458922
0
2,920
634.074074
913.098989
833,749.7635
0
0
0
1
0
0
0
0
1
658.461539
62.833333
1,169
252
0
0
0
0
0
0
12
754
14
16,366
8,192
245
11
20
0
0
0
0
0
0
0
0
BENIGN
443
29,094
2
0
12
0
6
6
6
0
0
0
0
0
412.456177
68.742696
29,094
0
29,094
29,094
29,094
29,094
0
29,094
29,094
0
0
0
0
0
0
0
0
0
40
0
68.742696
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
252
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
179
2
0
12
0
6
6
6
0
0
0
0
0
67,039.10615
11,173.18436
179
0
179
179
179
179
0
179
179
0
0
0
0
0
0
0
0
0
40
0
11,173.18436
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
252
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
1,968,176
10
11
3,468
2,899
1,529
0
346.8
474.05363
819
0
263.545455
336.026595
3,234.974921
10.669778
98,408.8
207,534.1264
954,204
1
1,013,971
112,663.4444
74,540.36985
238,058
426
1,856,210
185,621
303,315.4039
999,207
1
0
0
0
0
212
228
5.080846
5.588931
0
1,529
289.409091
394.952277
155,987.3009
0
0
0
1
0
0
0
0
1
303.190476
346.8
263.545455
212
0
0
0
0
0
0
10
3,468
11
2,899
8,192
286
9
20
0
0
0
0
0
0
0
0
BENIGN
443
2,219,277
4
6
574
186
517
0
143.5
250.037997
137
0
31
53.050919
342.453871
4.505972
246,586.3333
604,786.4887
1,851,567
48
222,449
74,149.66667
62,003.03591
110,118
2,555
2,109,632
421,926.4
801,866.0762
1,851,567
48
0
0
0
0
92
128
1.802389
2.703583
0
517
69.090909
154.030812
23,725.49091
0
0
0
1
0
0
0
0
1
76
143.5
31
92
0
0
0
0
0
0
4
574
6
186
8,192
237
3
20
0
0
0
0
0
0
0
0
BENIGN
443
167
2
0
12
0
6
6
6
0
0
0
0
0
71,856.28743
11,976.0479
167
0
167
167
167
167
0
167
167
0
0
0
0
0
0
0
0
0
40
0
11,976.0479
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
253
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
175
2
0
12
0
6
6
6
0
0
0
0
0
68,571.42857
11,428.57143
175
0
175
175
175
175
0
175
175
0
0
0
0
0
0
0
0
0
40
0
11,428.57143
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
255
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
5,562,675
11
13
772
12,146
413
0
70.181818
129.999091
1,580
0
934.307692
722.871633
2,322.264019
4.314471
241,855.4348
1,038,063.11
4,999,406
4
563,265
56,326.5
66,718.09817
171,761
43
5,446,551
453,879.25
1,433,050.282
4,999,433
4
0
0
0
0
232
268
1.977466
2.337005
0
1,580
516.72
682.117141
465,283.7933
0
0
0
1
0
0
0
0
1
538.25
70.181818
934.307692
232
0
0
0
0
0
0
11
772
13
12,146
8,192
131
10
20
0
0
0
0
0
0
0
0
BENIGN
443
6,343,478
8
6
372
4,689
191
0
46.5
71.876879
1,505
0
781.5
765.554897
797.827312
2.206991
487,959.8462
1,629,720.724
5,909,602
29
6,343,478
906,211.1429
2,207,275.927
5,909,602
49
263,923
52,784.6
70,209.78252
132,735
70
0
0
0
0
172
128
1.261138
0.945853
0
1,505
337.4
594.060218
352,907.5429
0
0
0
1
0
0
0
0
0
361.5
46.5
781.5
172
0
0
0
0
0
0
8
372
6
4,689
8,192
123
7
20
433,827
0
433,827
433,827
5,909,602
0
5,909,602
5,909,602
BENIGN
443
481,326
2
0
12
0
6
6
6
0
0
0
0
0
24.931128
4.155188
481,326
0
481,326
481,326
481,326
481,326
0
481,326
481,326
0
0
0
0
0
0
0
0
0
40
0
4.155188
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
256
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
7,707,578
8
6
368
4,685
187
0
46
70.732898
1,501
0
780.833333
764.800214
655.588565
1.816394
592,890.6154
1,434,588.086
5,144,447
48
7,707,578
1,101,082.571
1,861,965.76
5,144,447
49
968,964
193,792.8
355,987.888
821,114
49
0
0
0
0
172
128
1.03794
0.778455
0
1,501
336.866667
593.570536
352,325.981
0
0
0
1
0
0
0
0
0
360.928571
46
780.833333
172
0
0
0
0
0
0
8
368
6
4,685
8,192
123
7
20
2,563,082
0
2,563,082
2,563,082
5,144,447
0
5,144,447
5,144,447
BENIGN
443
8,982,112
8
9
856
5,445
519
0
107
180.775314
1,501
0
605
690.317137
701.505392
1.892651
561,382
1,316,558.083
4,926,116
1
4,055,995
579,427.8571
863,667.4567
2,505,916
116,414
8,865,766
1,108,220.75
1,830,252.595
5,003,467
1
0
0
0
0
172
188
0.890659
1.001992
0
1,501
350.055556
554.191353
307,128.0556
0
0
0
1
0
0
0
0
1
370.647059
107
605
172
0
0
0
0
0
0
8
856
9
5,445
8,192
131
7
20
0
0
0
0
0
0
0
0
BENIGN
443
20,379
2
0
12
0
6
6
6
0
0
0
0
0
588.841454
98.140242
20,379
0
20,379
20,379
20,379
20,379
0
20,379
20,379
0
0
0
0
0
0
0
0
0
40
0
98.140242
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
252
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
86,502
8
10
546
3,878
193
0
68.25
79.869089
1,460
0
387.8
593.380298
51,143.32617
208.087674
5,088.352941
8,987.767701
23,331
1
85,804
12,257.71429
11,658.53136
25,955
27
63,171
7,019
13,254.93521
35,293
1
0
0
0
0
172
212
92.483411
115.604264
0
1,460
232.842105
454.88793
206,923.0292
0
0
0
1
0
0
0
0
1
245.777778
68.25
387.8
172
0
0
0
0
0
0
8
546
10
3,878
8,192
290
7
20
0
0
0
0
0
0
0
0
BENIGN
443
139,545
2
0
12
0
6
6
6
0
0
0
0
0
85.993765
14.332294
139,545
0
139,545
139,545
139,545
139,545
0
139,545
139,545
0
0
0
0
0
0
0
0
0
40
0
14.332294
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
255
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
66,521,339
16
17
955
8,014
194
0
59.6875
75.624263
3,580
0
471.411765
928.404819
134.828916
0.496081
2,078,791.844
10,300,000
58,100,000
0
66,500,000
4,434,755.933
15,000,000
58,100,000
102
66,500,000
4,153,171.125
14,500,000
58,200,000
0
0
0
0
0
332
352
0.240524
0.255557
0
3,580
263.794118
681.924184
465,020.5927
0
0
0
1
0
0
0
0
1
271.787879
59.6875
471.411765
332
0
0
0
0
0
0
16
955
17
8,014
8,192
294
15
20
143,245
168,034.0271
262,063
24,427
33,100,000
35,400,000
58,100,000
8,028,354
BENIGN
443
63,001,754
28
34
1,224
27,937
206
0
43.714286
64.446278
2,920
0
821.676471
940.937177
462.860129
0.9841
1,032,815.639
7,515,484.987
58,700,000
1
63,000,000
2,333,398.296
11,300,000
58,700,000
17
62,900,000
1,906,919.182
10,200,000
58,800,000
1
0
0
0
0
572
692
0.444432
0.539668
0
2,920
462.873016
791.486484
626,450.8546
0
0
0
1
0
0
0
0
1
470.33871
43.714286
821.676471
572
0
0
0
0
0
0
28
1,224
34
27,937
8,192
292
27
20
4,184,715
0
4,184,715
4,184,715
58,700,000
0
58,700,000
58,700,000
BENIGN
443
1,512,965
12
10
590
6,184
188
0
49.166667
68.803849
1,460
0
618.4
721.093645
4,477.301193
14.540984
72,045.95238
164,899.8783
765,020
1
1,512,965
137,542.2727
217,688.4848
765,020
4
1,243,117
138,124.1111
283,921.4762
872,051
1
0
0
0
0
252
208
7.931446
6.609538
0
1,460
294.521739
547.30587
299,543.7154
0
0
0
1
0
0
0
0
0
307.909091
49.166667
618.4
252
0
0
0
0
0
0
12
590
10
6,184
8,192
31,088
11
20
0
0
0
0
0
0
0
0
BENIGN
443
118,457,841
18
16
1,033
9,942
200
0
57.388889
74.395714
1,716
0
621.375
713.724492
92.648996
0.287022
3,589,631.545
14,100,000
58,400,000
13
118,000,000
6,968,108.294
19,300,000
58,400,000
96
118,000,000
7,885,749.867
20,500,000
58,600,000
48
0
0
0
0
372
328
0.151953
0.135069
0
1,716
313.571429
556.530126
309,725.7815
0
0
0
1
0
0
0
0
0
322.794118
57.388889
621.375
372
0
0
0
0
0
0
18
1,033
16
9,942
8,192
33,232
17
20
955,277
1,119,303.366
1,746,744
163,810
58,200,000
286,533.1028
58,400,000
58,000,000
BENIGN
443
129,872
1
2
31
6
31
31
31
0
6
0
3
4.242641
284.895898
23.099667
64,936
59,322.0163
106,883
22,989
0
0
0
0
0
22,989
22,989
0
22,989
22,989
1
0
0
0
20
52
7.699889
15.399778
0
31
17
16.350331
267.333333
0
1
0
0
1
1
0
0
2
22.666667
31
3
20
0
0
0
0
0
0
1
31
2
6
64,202
31,088
0
20
0
0
0
0
0
0
0
0
BENIGN
443
4,115,148
11
9
563
6,178
190
0
51.181818
75.324389
1,460
0
686.444444
729.989745
1,638.094183
4.860093
216,586.7368
603,321.3884
2,652,702
4
4,115,148
411,514.8
800,635.2034
2,652,702
4
3,765,360
470,670
953,478.4734
2,759,526
4
0
0
0
0
232
188
2.673051
2.187042
0
1,460
321
566.816813
321,281.3
0
0
0
1
0
0
0
0
0
337.05
51.181818
686.444444
232
0
0
0
0
0
0
11
563
9
6,178
8,192
31,088
10
20
0
0
0
0
0
0
0
0
BENIGN
443
3,701,464
11
9
563
6,178
190
0
51.181818
75.324389
1,460
0
686.444444
729.989745
1,821.171299
5.403267
194,813.8947
475,130.8756
2,041,325
3
3,701,464
370,146.4
617,631.8692
2,041,325
3
3,354,264
419,283
754,357.3627
2,148,218
4
0
0
0
0
232
188
2.971797
2.43147
0
1,460
321
566.816813
321,281.3
0
0
0
1
0
0
0
0
0
337.05
51.181818
686.444444
232
0
0
0
0
0
0
11
563
9
6,178
8,192
31,088
10
20
0
0
0
0
0
0
0
0
BENIGN
443
5,246,704
8
6
380
3,825
199
0
47.5
74.192799
1,460
0
637.5
676.830777
801.455542
2.668342
403,592.6154
1,349,253.015
4,892,509
2
5,246,704
749,529.1429
1,827,366.258
4,892,509
4
240,836
48,167.2
63,186.65764
120,772
48
0
0
0
0
172
132
1.524767
1.143575
0
1,460
280.333333
507.565431
257,622.6667
0
0
0
1
0
0
0
0
0
300.357143
47.5
637.5
172
0
0
0
0
0
0
8
380
6
3,825
8,192
62
7
20
0
0
0
0
0
0
0
0
BENIGN
443
61,226,412
14
16
835
4,304
450
0
59.642857
126.653742
1,460
0
269
497.610423
83.934365
0.489985
2,111,255.586
4,109,742.832
10,100,000
2
60,500,000
4,656,808.923
5,182,665.569
10,100,000
24,945
61,200,000
4,080,101
5,039,072.799
10,100,000
2
0
0
0
0
292
404
0.228659
0.261325
0
1,460
165.774194
377.643634
142,614.714
0
0
0
1
0
0
0
0
1
171.3
59.642857
269
292
0
0
0
0
0
0
14
835
16
4,304
8,192
66
13
20
75,442.66667
123,808.7267
328,166
24,727
10,000,000
35,579.55223
10,100,000
9,997,672
BENIGN
443
17,990,564
11
11
1,321
4,495
522
0
120.090909
191.270727
1,460
0
408.636364
553.139995
323.280582
1.222863
856,693.5238
2,403,179.737
10,000,000
3
12,600,000
1,255,768.4
3,089,718.102
10,000,000
25,269
18,000,000
1,796,535.6
3,347,343.399
10,100,000
3
0
0
0
0
232
244
0.611432
0.611432
0
1,460
252.869565
423.741699
179,557.0277
0
0
0
1
0
0
0
0
1
264.363636
120.090909
408.636364
232
0
0
0
0
0
0
11
1,321
11
4,495
8,192
35
10
20
1,290,943
1,790,674.384
2,557,141
24,745
7,704,337.5
3,247,324.96
10,000,000
5,408,132
BENIGN
443
2,000,647
7
6
340
3,611
190
0
48.571429
77.034315
1,460
0
601.833333
683.229512
1,974.861132
6.497898
166,720.5833
362,690.5644
1,253,571
46
2,000,647
333,441.1667
473,483.193
1,253,571
25,280
583,747
116,749.4
192,159.5816
445,390
49
0
0
0
0
152
132
3.498868
2.99903
0
1,460
282.214286
514.731024
264,948.0275
0
0
0
1
0
0
0
0
0
303.923077
48.571429
601.833333
152
0
0
0
0
0
0
7
340
6
3,611
8,192
31
6
20
0
0
0
0
0
0
0
0
BENIGN
443
39,694
2
0
12
0
6
6
6
0
0
0
0
0
302.312692
50.385449
39,694
0
39,694
39,694
39,694
39,694
0
39,694
39,694
0
0
0
0
0
0
0
0
0
40
0
50.385449
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
252
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
123
16,624
1
1
48
48
48
48
48
0
48
48
48
0
5,774.783446
120.307989
16,624
0
16,624
16,624
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
60.153994
60.153994
48
48
48
0
0
0
0
0
0
0
0
0
0
1
72
48
48
20
0
0
0
0
0
0
1
48
1
48
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
38,044
4
3
0
0
0
0
0
0
0
0
0
0
0
0
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
96
0
750,000
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
96
0
0
0
0
0
0
3
0
0
0
395
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
50,038
166
1
1
0
0
0
0
0
0
0
0
0
0
0
12,048.19277
166
0
166
166
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
6,024.096386
6,024.096386
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
227
229
0
32
0
0
0
0
0
0
0
0
BENIGN
38,044
240
1
2
0
0
0
0
0
0
0
0
0
0
0
12,500
120
168.291414
239
1
0
0
0
0
0
1
1
0
1
1
0
0
0
0
32
64
4,166.666667
8,333.333333
0
0
0
0
0
0
0
0
0
1
1
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
395
229
0
32
0
0
0
0
0
0
0
0
BENIGN
38,354
80
1
2
0
0
0
0
0
0
0
0
0
0
0
37,500
40
12.727922
49
31
0
0
0
0
0
49
49
0
49
49
0
0
0
0
32
64
12,500
25,000
0
0
0
0
0
0
0
0
0
1
1
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
243
290
0
32
0
0
0
0
0
0
0
0
BENIGN
38,364
81
1
2
0
0
0
0
0
0
0
0
0
0
0
37,037.03704
40.5
54.447222
79
2
0
0
0
0
0
2
2
0
2
2
0
0
0
0
32
64
12,345.67901
24,691.35802
0
0
0
0
0
0
0
0
0
1
1
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
243
290
0
32
0
0
0
0
0
0
0
0
BENIGN
137
4
2
0
124
0
62
62
62
0
0
0
0
0
31,000,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
0
0
0
0
40
0
500,000
0
62
62
62
0
0
0
0
0
0
0
0
0
0
0
93
62
0
40
0
0
0
0
0
0
2
124
0
0
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
1,572,635
9
11
703
3,950
267
0
78.111111
103.30228
1,448
0
359.090909
569.91832
2,958.728503
12.717509
82,770.26316
158,320.1631
635,907
3
1,476,956
184,619.5
263,704.2698
731,079
203
1,477,427
147,742.7
204,242.0595
635,907
3
0
0
0
0
296
360
5.722879
6.99463
0
1,448
221.571429
434.499088
188,789.4571
0
0
0
1
0
0
0
0
1
232.65
78.111111
359.090909
296
0
0
0
0
0
0
9
703
11
3,950
29,200
252
4
32
0
0
0
0
0
0
0
0
BENIGN
443
95,147
1
1
0
0
0
0
0
0
0
0
0
0
0
21.020106
95,147
0
95,147
95,147
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
10.510053
10.510053
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
304
252
0
32
0
0
0
0
0
0
0
0
BENIGN
443
726,641
9
10
703
3,950
267
0
78.111111
103.30228
1,448
0
395
587.483144
6,403.437186
26.147713
40,368.94444
51,923.02816
138,110
2
630,385
78,798.125
78,104.76039
233,253
235
631,531
70,170.11111
73,203.78679
197,854
2
0
0
0
0
296
328
12.385759
13.761954
0
1,448
232.65
442.733171
196,012.6605
0
0
0
1
0
0
0
0
1
244.894737
78.111111
395
296
0
0
0
0
0
0
9
703
10
3,950
29,200
252
4
32
0
0
0
0
0
0
0
0
BENIGN
443
95,020
1
1
0
0
0
0
0
0
0
0
0
0
0
21.0482
95,020
0
95,020
95,020
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
10.5241
10.5241
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
304
252
0
32
0
0
0
0
0
0
0
0
BENIGN
80
59
2
0
12
0
6
6
6
0
0
0
0
0
203,389.8305
33,898.30508
59
0
59
59
59
59
0
59
59
0
0
0
0
0
0
0
0
0
40
0
33,898.30508
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
16,425
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
4,384,726
5
1
135
46
46
6
27
20.124612
46
46
46
0
41.27966
1.368387
876,945.2
1,842,409.191
4,169,450
3
4,384,726
1,096,181.5
2,051,308.121
4,169,450
3
0
0
0
0
0
1
0
0
0
100
20
1.140322
0.228064
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
16,264
32
4
20
0
0
0
0
0
0
0
0
BENIGN
443
4,386,966
5
2
129
92
46
0
25.8
21.799083
46
46
46
0
50.376502
1.595636
731,161
1,687,417.517
4,173,545
1
4,386,966
1,096,741.5
2,053,545.954
4,173,545
1
149,488
149,488
0
149,488
149,488
1
0
0
0
112
40
1.13974
0.455896
0
46
33.375
19.515104
380.839286
0
1
0
0
1
0
0
0
0
38.142857
25.8
46
112
0
0
0
0
0
0
5
129
2
92
16,544
136
3
20
0
0
0
0
0
0
0
0
BENIGN
443
13
1
3
6
83
6
6
6
0
46
6
27.666667
20.207259
6,846,153.846
307,692.3077
4.333333
4.163332
9
1
0
0
0
0
0
4
2
1.414214
3
1
0
0
0
0
20
60
76,923.07692
230,769.2308
6
46
19
18.574176
345
1
0
0
0
1
0
0
0
3
23.75
6
27.666667
20
0
0
0
0
0
0
1
6
3
83
0
136
0
20
0
0
0
0
0
0
0
0
BENIGN
443
3,386,770
5
1
135
46
46
6
27
20.124612
46
46
46
0
53.443251
1.771599
677,354
1,384,289.245
3,149,414
48
3,386,770
846,692.5
1,539,042.895
3,149,414
48
0
0
0
0
0
1
0
0
0
100
20
1.476333
0.295267
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
16,489
360
4
20
0
0
0
0
0
0
0
0
BENIGN
443
4,383,505
5
1
135
46
46
6
27
20.124612
46
46
46
0
41.291159
1.368768
876,701
1,831,343.612
4,149,464
47
4,383,505
1,095,876.25
2,038,703.156
4,149,464
47
0
0
0
0
0
1
0
0
0
100
20
1.14064
0.228128
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
16,442
385
4
20
0
0
0
0
0
0
0
0
BENIGN
443
5,383,787
5
1
135
46
46
6
27
20.124612
46
46
46
0
33.619458
1.114457
1,076,757.4
2,272,631.917
5,139,575
192
5,383,787
1,345,946.75
2,531,691.427
5,139,575
192
0
0
0
0
0
1
0
0
0
100
20
0.928714
0.185743
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
16,060
132
4
20
243,811
0
243,811
243,811
5,139,575
0
5,139,575
5,139,575
BENIGN
8,080
995,751
3
3
0
18
0
0
0
0
6
6
6
0
18.076808
6.025603
199,150.2
271,909.3415
500,372
463
995,288
497,644
4,784.284482
501,027
494,261
995,119
497,559.5
4,632.256524
500,835
494,284
0
0
0
0
92
60
3.012801
3.012801
0
6
2.571429
3.207135
10.285714
0
0
0
1
0
0
0
0
1
3
0
6
92
0
0
0
0
0
0
3
0
3
18
8,192
0
0
28
0
0
0
0
0
0
0
0
BENIGN
443
63,592,319
7
2
187
92
46
6
26.714286
20.089087
46
46
46
0
4.387322
0.141527
7,949,039.875
20,300,000
58,000,000
3
63,600,000
10,600,000
23,300,000
58,000,000
3
58,300,000
58,300,000
0
58,300,000
58,300,000
1
0
0
0
140
40
0.110076
0.03145
6
46
32.5
18.863545
355.833333
0
1
0
0
1
0
0
0
0
36.111111
26.714286
46
140
0
0
0
0
0
0
7
187
2
92
1,995
34
6
20
233,731
5.656854
233,735
233,727
31,600,000
37,500,000
58,000,000
5,070,489
BENIGN
80
5,070,624
2
1
12
0
6
6
6
0
0
0
0
0
2.366573
0.591643
2,535,312
3,533,559.664
5,033,916
36,708
5,070,624
5,070,624
0
5,070,624
5,070,624
0
0
0
0
0
0
0
0
0
40
32
0.394429
0.197214
0
6
4.5
3
9
0
0
0
0
1
0
0
0
0
6
6
0
40
0
0
0
0
0
0
2
12
1
0
255
360
1
20
0
0
0
0
0
0
0
0
BENIGN
443
116,618,578
7
7
307
304
151
6
43.857143
51.304414
80
6
43.428571
29.136787
5.239302
0.120049
8,970,659.846
21,800,000
58,100,000
1
117,000,000
19,400,000
29,900,000
58,200,000
423
116,000,000
19,400,000
30,000,000
58,200,000
1
1
0
0
0
140
140
0.060025
0.060025
6
151
50.8
47.542763
2,260.314286
0
1
0
0
1
0
0
0
1
54.428571
43.857143
43.428571
140
0
0
0
0
0
0
7
307
7
304
257
402
6
20
189,488
84,760.88986
249,423
129,553
58,000,000
157,640.9716
58,100,000
57,900,000
BENIGN
443
63,541,859
9
4
187
184
46
0
20.777778
21.010579
46
46
46
0
5.838671
0.20459
5,295,154.917
16,800,000
58,500,000
3
63,500,000
7,942,732.375
20,500,000
58,500,000
3
59,100,000
19,700,000
33,700,000
58,600,000
245,002
1
0
0
0
204
80
0.141639
0.062951
0
46
29.785714
20.711121
428.95055
0
1
0
0
1
0
0
0
0
32.076923
20.777778
46
204
0
0
0
0
0
0
9
187
4
184
255
385
6
20
282,536
0
282,536
282,536
58,500,000
0
58,500,000
58,500,000
BENIGN
443
63,545,087
7
2
187
92
46
6
26.714286
20.089087
46
46
46
0
4.390583
0.141632
7,943,135.875
20,500,000
58,600,000
4
63,500,000
10,600,000
23,600,000
58,600,000
4
58,800,000
58,800,000
0
58,800,000
58,800,000
1
0
0
0
140
40
0.110158
0.031474
6
46
32.5
18.863545
355.833333
0
1
0
0
1
0
0
0
0
36.111111
26.714286
46
140
0
0
0
0
0
0
7
187
2
92
258
368
6
20
249,416
0
249,416
249,416
58,600,000
0
58,600,000
58,600,000
BENIGN
443
63,554,066
7
2
187
92
46
6
26.714286
20.089087
46
46
46
0
4.389963
0.141612
7,944,258.25
20,500,000
58,600,000
3
63,600,000
10,600,000
23,600,000
58,600,000
3
58,800,000
58,800,000
0
58,800,000
58,800,000
1
0
0
0
140
40
0.110142
0.031469
6
46
32.5
18.863545
355.833333
0
1
0
0
1
0
0
0
0
36.111111
26.714286
46
140
0
0
0
0
0
0
7
187
2
92
1,504
454
6
20
249,389
0
249,389
249,389
58,600,000
0
58,600,000
58,600,000
BENIGN
443
63,554,471
7
2
187
92
46
6
26.714286
20.089087
46
46
46
0
4.389935
0.141611
7,944,308.875
20,500,000
58,600,000
4
63,600,000
10,600,000
23,600,000
58,600,000
4
58,800,000
58,800,000
0
58,800,000
58,800,000
1
0
0
0
140
40
0.110142
0.031469
6
46
32.5
18.863545
355.833333
0
1
0
0
1
0
0
0
0
36.111111
26.714286
46
140
0
0
0
0
0
0
7
187
2
92
257
597
6
20
249,356
0
249,356
249,356
58,600,000
0
58,600,000
58,600,000
BENIGN
443
63,541,879
7
2
187
92
46
6
26.714286
20.089087
46
46
46
0
4.390805
0.141639
7,942,734.875
20,500,000
58,600,000
3
63,500,000
10,600,000
23,600,000
58,600,000
3
58,800,000
58,800,000
0
58,800,000
58,800,000
1
0
0
0
140
40
0.110164
0.031475
6
46
32.5
18.863545
355.833333
0
1
0
0
1
0
0
0
0
36.111111
26.714286
46
140
0
0
0
0
0
0
7
187
2
92
257
454
6
20
233,839
0
233,839
233,839
58,600,000
0
58,600,000
58,600,000
BENIGN
443
70,121,378
8
9
339
356
183
0
42.375
60.450541
80
6
39.555556
28.209533
9.911385
0.242437
4,382,586.125
14,700,000
58,400,000
1
70,100,000
10,000,000
21,800,000
58,500,000
516
69,900,000
8,735,927.25
20,500,000
58,500,000
1
1
0
0
0
172
180
0.114088
0.128349
0
183
41.166667
43.389142
1,882.617647
0
1
0
0
1
0
0
0
1
43.588235
42.375
39.555556
172
0
0
0
0
0
0
8
339
9
356
256
393
6
20
204,588.5
104,765.6478
278,669
130,508
34,700,000
33,500,000
58,400,000
11,000,000
BENIGN
443
62,590,235
7
2
187
92
46
6
26.714286
20.089087
46
46
46
0
4.457564
0.143792
7,823,779.375
20,600,000
58,600,000
48
62,600,000
10,400,000
23,600,000
58,600,000
48
58,900,000
58,900,000
0
58,900,000
58,900,000
1
0
0
0
140
40
0.111839
0.031954
6
46
32.5
18.863545
355.833333
0
1
0
0
1
0
0
0
0
36.111111
26.714286
46
140
0
0
0
0
0
0
7
187
2
92
254
377
6
20
249,345
0
249,345
249,345
58,600,000
0
58,600,000
58,600,000
BENIGN
443
63,554,382
9
4
187
184
46
0
20.777778
21.010579
46
46
46
0
5.83752
0.204549
5,296,198.5
16,800,000
58,500,000
3
63,600,000
7,944,297.75
20,500,000
58,500,000
3
59,100,000
19,700,000
33,700,000
58,600,000
246,976
1
0
0
0
204
80
0.141611
0.062938
0
46
29.785714
20.711121
428.95055
0
1
0
0
1
0
0
0
0
32.076923
20.777778
46
204
0
0
0
0
0
0
9
187
4
184
253
380
6
20
290,346
0
290,346
290,346
58,500,000
0
58,500,000
58,500,000
BENIGN
53
227
2
2
72
328
36
36
36
0
164
164
164
0
1,762,114.537
17,621.14537
75.666667
88.793769
175
4
4
4
0
4
4
48
48
0
48
48
0
0
0
0
40
40
8,810.572687
8,810.572687
36
164
87.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
109
36
164
40
0
0
0
0
0
0
2
72
2
328
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
222
2
2
72
328
36
36
36
0
164
164
164
0
1,801,801.802
18,018.01802
74
123.842642
217
2
3
3
0
3
3
2
2
0
2
2
0
0
0
0
40
40
9,009.009009
9,009.009009
36
164
87.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
109
36
164
40
0
0
0
0
0
0
2
72
2
328
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
48,400
2
2
86
182
43
43
43
0
91
91
91
0
5,537.190083
82.644628
16,133.33333
27,940.28895
48,396
1
1
1
0
1
1
3
3
0
3
3
0
0
0
0
40
40
41.322314
41.322314
43
91
62.2
26.290683
691.2
0
0
0
0
0
0
0
0
1
77.75
43
91
40
0
0
0
0
0
0
2
86
2
182
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
190
2
2
86
182
43
43
43
0
91
91
91
0
1,410,526.316
21,052.63158
63.333333
69.284438
139
3
3
3
0
3
3
48
48
0
48
48
0
0
0
0
40
40
10,526.31579
10,526.31579
43
91
62.2
26.290683
691.2
0
0
0
0
0
0
0
0
1
77.75
43
91
40
0
0
0
0
0
0
2
86
2
182
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
199
2
2
64
204
32
32
32
0
102
102
102
0
1,346,733.668
20,100.50251
66.333333
109.696551
193
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
64
64
10,050.25126
10,050.25126
32
102
60
38.340579
1,470
0
0
0
0
0
0
0
0
1
75
32
102
64
0
0
0
0
0
0
2
64
2
204
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
465
1,973,196
16
23
1,396
4,574
378
0
87.25
89.882516
2,860
0
198.869565
599.364914
3,025.5484
19.764889
51,926.21053
160,022.9824
990,546
3
1,922,591
128,172.7333
258,646.5078
1,040,852
640
1,922,966
87,407.54545
204,755.7927
990,546
3
0
0
0
0
332
472
8.108672
11.656217
0
2,860
149.25
457.552953
209,354.7051
0
0
0
1
0
0
0
0
1
153.076923
87.25
198.869565
332
0
0
0
0
0
0
16
1,396
23
4,574
8,192
176
15
20
0
0
0
0
0
0
0
0
BENIGN
465
151
3
0
49
0
37
6
16.333333
17.897858
0
0
0
0
324,503.3113
19,867.54967
75.5
38.890873
103
48
151
75.5
38.890873
103
48
0
0
0
0
0
0
0
0
0
60
0
19,867.54967
0
6
37
13.75
15.5
240.25
0
0
0
0
1
0
0
0
0
18.333333
16.333333
0
60
0
0
0
0
0
0
3
49
0
0
257
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
443
110,498,016
12
12
72
0
6
6
6
0
0
0
0
0
0.651595
0.217198
4,804,261.565
5,093,070.771
10,000,000
35,037
110,000,000
10,000,000
7,298.71708
10,000,000
10,000,000
110,000,000
10,000,000
7,382.856701
10,000,000
10,000,000
0
0
0
0
240
384
0.108599
0.108599
0
6
3.12
3.059412
9.36
0
0
0
0
1
0
0
0
1
3.25
6
0
240
0
0
0
0
0
0
12
72
12
0
253
64
11
20
35,213.45455
113.810688
35,321
35,037
10,000,000
7,335.7847
10,000,000
9,995,418
BENIGN
443
110,497,983
12
12
72
0
6
6
6
0
0
0
0
0
0.651596
0.217199
4,804,260.13
5,093,094.517
10,000,000
34,985
110,000,000
10,000,000
7,296.553475
10,000,000
10,000,000
110,000,000
10,000,000
7,385.844245
10,000,000
10,000,000
0
0
0
0
240
384
0.108599
0.108599
0
6
3.12
3.059412
9.36
0
0
0
0
1
0
0
0
1
3.25
6
0
240
0
0
0
0
0
0
12
72
12
0
253
64
11
20
35,187.63636
122.513895
35,316
34,985
10,000,000
7,340.429542
10,000,000
9,995,455
BENIGN
80
7
1
1
6
6
6
6
6
0
6
6
6
0
1,714,285.714
285,714.2857
7
0
7
7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
142,857.1429
142,857.1429
6
6
6
0
0
0
0
0
0
1
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
253
946
0
20
0
0
0
0
0
0
0
0
BENIGN
443
512,560
2
0
12
0
6
6
6
0
0
0
0
0
23.411893
3.901982
512,560
0
512,560
512,560
512,560
512,560
0
512,560
512,560
0
0
0
0
0
0
0
0
0
40
0
3.901982
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
253
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
56
2
0
12
0
6
6
6
0
0
0
0
0
214,285.7143
35,714.28571
56
0
56
56
56
56
0
56
56
0
0
0
0
0
0
0
0
0
40
0
35,714.28571
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
3,222
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
119,985,176
225
310
6,317
546,543
426
0
28.075556
50.528887
4,380
0
1,763.041935
867.555724
4,607.735876
4.458884
224,691.3408
2,043,200.143
19,500,000
0
120,000,000
535,648.1071
3,132,231.054
19,500,000
3
100,000,000
324,737.7443
2,471,795.583
19,700,000
2
0
0
0
0
4,512
6,212
1.875232
2.583653
0
4,380
1,031.455224
1,082.267361
1,171,302.641
0
0
0
1
0
0
0
0
1
1,033.383178
28.075556
1,763.041935
4,512
0
0
0
0
0
0
225
6,317
310
546,543
8,192
262
224
20
625,705.6667
152,169.0697
879,482
460,986
19,400,000
151,373.975
19,500,000
19,100,000
BENIGN
80
15,397,616
3
2
18
0
6
6
6
0
0
0
0
0
1.169012
0.324726
3,849,404
4,812,080.463
10,000,000
22,056
15,400,000
7,698,808
3,297,733.895
10,000,000
5,366,958
10,000,000
10,000,000
0
10,000,000
10,000,000
0
0
0
0
60
64
0.194835
0.12989
0
6
4
3.098387
9.6
0
0
0
0
1
0
0
0
0
4.8
6
0
60
0
0
0
0
0
0
3
18
2
0
252
127
2
20
22,056
0
22,056
22,056
10,000,000
0
10,000,000
10,000,000
BENIGN
443
40,493,128
6
6
36
31
6
6
6
0
31
0
5.166667
12.655697
1.654602
0.296347
3,681,193.455
5,012,884.367
10,000,000
196
40,500,000
8,098,625.6
4,363,918.639
10,100,000
292,220
40,400,000
8,089,280.8
4,384,909.525
10,100,000
245,325
0
0
0
0
120
180
0.148173
0.148173
0
31
5.615385
8.180653
66.923077
0
0
0
0
1
0
0
0
1
6.083333
6
5.166667
120
0
0
0
0
0
0
6
36
6
31
251
131
5
20
46,704.25
220.254966
46,986
46,528
10,000,000
7,624.609777
10,000,000
9,999,530
BENIGN
80
15,194,910
3
2
18
0
6
6
6
0
0
0
0
0
1.184607
0.329058
3,798,727.5
4,790,491.723
10,000,000
23,615
15,200,000
7,597,455
3,441,176.163
10,000,000
5,164,176
10,000,000
10,000,000
0
10,000,000
10,000,000
0
0
0
0
60
64
0.197435
0.131623
0
6
4
3.098387
9.6
0
0
0
0
1
0
0
0
0
4.8
6
0
60
0
0
0
0
0
0
3
18
2
0
253
300
2
20
23,673
0
23,673
23,673
10,000,000
0
10,000,000
10,000,000
BENIGN
80
15,194,838
3
2
18
0
6
6
6
0
0
0
0
0
1.184613
0.329059
3,798,709.5
4,790,504.947
10,000,000
23,597
15,200,000
7,597,419
3,441,228.489
10,000,000
5,164,103
10,000,000
10,000,000
0
10,000,000
10,000,000
0
0
0
0
60
64
0.197435
0.131624
0
6
4
3.098387
9.6
0
0
0
0
1
0
0
0
0
4.8
6
0
60
0
0
0
0
0
0
3
18
2
0
256
302
2
20
23,654
0
23,654
23,654
10,000,000
0
10,000,000
10,000,000
BENIGN
443
4,378,948
5
1
135
46
46
6
27
20.124612
46
46
46
0
41.334129
1.370192
875,789.6
1,771,260.965
4,040,996
3
4,378,948
1,094,737
1,969,242.047
4,040,996
3
0
0
0
0
0
1
0
0
0
100
20
1.141827
0.228365
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
251
254
4
20
0
0
0
0
0
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BENIGN