Datasets:
bvsam
/
cic-ids-2017

Dataset card Data Studio Files
xet
 Community
1
Destination Port
int64
Flow Duration
int64
Total Fwd Packets
int64
Total Backward Packets
int64
Total Length of Fwd Packets
int64
Total Length of Bwd Packets
int64
Fwd Packet Length Max
int64
Fwd Packet Length Min
int64
Fwd Packet Length Mean
float64
Fwd Packet Length Std
float64
Bwd Packet Length Max
int64
Bwd Packet Length Min
int64
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
int64
Flow IAT Min
int64
Fwd IAT Total
int64
Fwd IAT Mean
float64
Fwd IAT Std
float64
Fwd IAT Max
int64
Fwd IAT Min
int64
Bwd IAT Total
int64
Bwd IAT Mean
float64
Bwd IAT Std
float64
Bwd IAT Max
int64
Bwd IAT Min
int64
Fwd PSH Flags
int64
Bwd PSH Flags
int64
Fwd URG Flags
int64
Bwd URG Flags
int64
Fwd Header Length
int64
Bwd Header Length
int64
Fwd Packets/s
float64
Bwd Packets/s
float64
Min Packet Length
int64
Max Packet Length
int64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
FIN Flag Count
int64
SYN Flag Count
int64
RST Flag Count
int64
PSH Flag Count
int64
ACK Flag Count
int64
URG Flag Count
int64
CWE Flag Count
int64
ECE Flag Count
int64
Down/Up Ratio
int64
Average Packet Size
float64
Avg Fwd Segment Size
float64
Avg Bwd Segment Size
float64
Fwd Header Length_duplicated_0
int64
Fwd Avg Bytes/Bulk
int64
Fwd Avg Packets/Bulk
int64
Fwd Avg Bulk Rate
int64
Bwd Avg Bytes/Bulk
int64
Bwd Avg Packets/Bulk
int64
Bwd Avg Bulk Rate
int64
Subflow Fwd Packets
int64
Subflow Fwd Bytes
int64
Subflow Bwd Packets
int64
Subflow Bwd Bytes
int64
Init_Win_bytes_forward
int64
Init_Win_bytes_backward
int64
act_data_pkt_fwd
int64
min_seg_size_forward
int64
Active Mean
float64
Active Std
float64
Active Max
int64
Active Min
int64
Idle Mean
float64
Idle Std
float64
Idle Max
int64
Idle Min
int64
Label
large_string
44,932
81
1
1
247
6
247
247
247
0
6
6
6
0
3,123,456.79
24,691.35802
81
0
81
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
12,345.67901
12,345.67901
6
247
166.666667
139.141415
19,360.33333
0
0
0
0
1
1
0
0
1
250
247
6
32
0
0
0
0
0
0
1
247
1
6
59
0
0
32
0
0
0
0
0
0
0
0
BENIGN
53,531
325
4
1
49
6
37
0
12.25
16.740669
6
6
6
0
169,230.7692
15,384.61538
81.25
112.018972
247
3
325
108.333333
145.225113
274
3
0
0
0
0
0
0
0
0
0
92
20
12,307.69231
3,076.923077
0
37
9.166667
13.948716
194.566667
0
0
0
0
1
0
0
0
0
11
12.25
6
92
0
0
0
0
0
0
4
49
1
6
142
65,535
3
20
0
0
0
0
0
0
0
0
BENIGN
44,238
56
1
1
0
0
0
0
0
0
0
0
0
0
0
35,714.28571
56
0
56
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
17,857.14286
17,857.14286
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
1,086
277
0
32
0
0
0
0
0
0
0
0
BENIGN
48,094
54
1
1
0
0
0
0
0
0
0
0
0
0
0
37,037.03704
54
0
54
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,518.51852
18,518.51852
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
939
1,066
0
32
0
0
0
0
0
0
0
0
BENIGN
44,776
75
1
1
0
0
0
0
0
0
0
0
0
0
0
26,666.66667
75
0
75
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
13,333.33333
13,333.33333
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
939
237
0
32
0
0
0
0
0
0
0
0
BENIGN
59,174
74
1
1
0
0
0
0
0
0
0
0
0
0
0
27,027.02703
74
0
74
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
13,513.51351
13,513.51351
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
951
540
0
32
0
0
0
0
0
0
0
0
BENIGN
40,718
4
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
7,750,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
1
0
0
0
64
0
500,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
1
0
0
0
0
31
15.5
0
64
0
0
0
0
0
0
2
31
0
0
972
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
40,718
87
1
3
0
18
0
0
0
0
6
6
6
0
206,896.5517
45,977.01149
29
46.776062
83
1
0
0
0
0
0
4
2
1.414214
3
1
0
0
0
0
32
60
11,494.25287
34,482.75862
0
6
3.6
3.286335
10.8
0
0
0
0
1
0
0
0
3
4.5
0
6
32
0
0
0
0
0
0
1
0
3
18
972
0
0
32
0
0
0
0
0
0
0
0
BENIGN
41,462
46
1
1
0
0
0
0
0
0
0
0
0
0
0
43,478.26087
46
0
46
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
21,739.13043
21,739.13043
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
1,006
259
0
32
0
0
0
0
0
0
0
0
BENIGN
41,464
54
1
1
0
0
0
0
0
0
0
0
0
0
0
37,037.03704
54
0
54
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,518.51852
18,518.51852
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
1,039
519
0
32
0
0
0
0
0
0
0
0
BENIGN
38,080
67
2
1
31
6
31
0
15.5
21.92031
6
6
6
0
552,238.806
44,776.1194
33.5
43.133514
64
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
64
20
29,850.74627
14,925.37313
0
31
17
16.350331
267.333333
0
1
0
0
1
0
0
0
0
22.666667
15.5
6
64
0
0
0
0
0
0
2
31
1
6
1,063
0
0
32
0
0
0
0
0
0
0
0
BENIGN
49,384
94
1
1
0
0
0
0
0
0
0
0
0
0
0
21,276.59574
94
0
94
94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
10,638.29787
10,638.29787
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
905
229
0
32
0
0
0
0
0
0
0
0
BENIGN
57,865
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
40
0
666,666.6667
0
6
31
22.666667
14.433757
208.333333
0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
110
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,079
91
1
1
6
6
6
6
6
0
6
6
6
0
131,868.1319
21,978.02198
91
0
91
91
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
10,989.01099
10,989.01099
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
66
253
0
20
0
0
0
0
0
0
0
0
BENIGN
57,794
88
1
1
6
6
6
6
6
0
6
6
6
0
136,363.6364
22,727.27273
88
0
88
88
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
11,363.63636
11,363.63636
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
913
256
0
20
0
0
0
0
0
0
0
0
BENIGN
57,807
56
1
1
6
6
6
6
6
0
6
6
6
0
214,285.7143
35,714.28571
56
0
56
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
17,857.14286
17,857.14286
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
913
256
0
20
0
0
0
0
0
0
0
0
BENIGN
57,874
50
1
1
6
6
6
6
6
0
6
6
6
0
240,000
40,000
50
0
50
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
20,000
20,000
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
913
256
0
20
0
0
0
0
0
0
0
0
BENIGN
57,871
14
1
1
6
6
6
6
6
0
6
6
6
0
857,142.8571
142,857.1429
14
0
14
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
71,428.57143
71,428.57143
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
913
256
0
20
0
0
0
0
0
0
0
0
BENIGN
60,768
46
1
1
0
0
0
0
0
0
0
0
0
0
0
43,478.26087
46
0
46
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
21,739.13043
21,739.13043
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
905
229
0
32
0
0
0
0
0
0
0
0
BENIGN
60,814
48
1
1
0
0
0
0
0
0
0
0
0
0
0
41,666.66667
48
0
48
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20,833.33333
20,833.33333
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
905
229
0
32
0
0
0
0
0
0
0
0
BENIGN
60,888
77
1
1
0
0
0
0
0
0
0
0
0
0
0
25,974.02597
77
0
77
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,987.01299
12,987.01299
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
905
229
0
32
0
0
0
0
0
0
0
0
BENIGN
53,820
85
1
1
0
0
0
0
0
0
0
0
0
0
0
23,529.41176
85
0
85
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
11,764.70588
11,764.70588
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
905
229
0
32
0
0
0
0
0
0
0
0
BENIGN
44,956
22
1
1
0
0
0
0
0
0
0
0
0
0
0
90,909.09091
22
0
22
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
45,454.54545
45,454.54545
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
972
284
0
32
0
0
0
0
0
0
0
0
BENIGN
44,958
52
1
1
0
0
0
0
0
0
0
0
0
0
0
38,461.53846
52
0
52
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
19,230.76923
19,230.76923
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
972
284
0
32
0
0
0
0
0
0
0
0
BENIGN
44,952
48
1
1
0
0
0
0
0
0
0
0
0
0
0
41,666.66667
48
0
48
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20,833.33333
20,833.33333
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
939
259
0
32
0
0
0
0
0
0
0
0
BENIGN
45,070
53
1
1
0
0
0
0
0
0
0
0
0
0
0
37,735.84906
53
0
53
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,867.92453
18,867.92453
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
939
256
0
32
0
0
0
0
0
0
0
0
BENIGN
45,068
53
1
1
0
0
0
0
0
0
0
0
0
0
0
37,735.84906
53
0
53
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,867.92453
18,867.92453
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
939
256
0
32
0
0
0
0
0
0
0
0
BENIGN
57,699
40
1
1
6
6
6
6
6
0
6
6
6
0
300,000
50,000
40
0
40
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
25,000
25,000
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
946
256
0
20
0
0
0
0
0
0
0
0
BENIGN
9,368
26
1
1
6
6
6
6
6
0
6
6
6
0
461,538.4615
76,923.07692
26
0
26
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
38,461.53846
38,461.53846
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
946
16,329
0
20
0
0
0
0
0
0
0
0
BENIGN
51,895
4
3
0
76
0
45
0
25.333333
23.028967
0
0
0
0
19,000,000
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
1
0
0
0
96
0
750,000
0
0
45
30.25
21.219095
450.25
0
1
0
0
1
0
0
0
0
40.333333
25.333333
0
96
0
0
0
0
0
0
3
76
0
0
225
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
54,434
1,220
4
1
167
6
81
0
41.75
34.519318
6
6
6
0
141,803.2787
4,098.360656
305
565.423145
1,152
1
1,220
406.666667
700.90394
1,216
1
0
0
0
0
0
1
0
0
0
128
20
3,278.688525
819.672131
0
81
42.333333
35.752855
1,278.266667
0
1
0
0
1
0
0
0
0
50.8
41.75
6
128
0
0
0
0
0
0
4
167
1
6
114
0
2
32
0
0
0
0
0
0
0
0
BENIGN
45,966
4
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
7,750,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
1
0
0
0
64
0
500,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
1
0
0
0
0
31
15.5
0
64
0
0
0
0
0
0
2
31
0
0
110
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
55,168
65
1
1
6
6
6
6
6
0
6
6
6
0
184,615.3846
30,769.23077
65
0
65
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,384.61538
15,384.61538
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
35,834
63,819
0
20
0
0
0
0
0
0
0
0
BENIGN
55,076
66
1
1
6
6
6
6
6
0
6
6
6
0
181,818.1818
30,303.0303
66
0
66
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,151.51515
15,151.51515
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
114
252
0
20
0
0
0
0
0
0
0
0
BENIGN
55,220
66
1
1
6
6
6
6
6
0
6
6
6
0
181,818.1818
30,303.0303
66
0
66
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,151.51515
15,151.51515
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
31,088
63,451
0
20
0
0
0
0
0
0
0
0
BENIGN
53,396
3
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
10,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
1
0
0
0
0
31
15.5
0
64
0
0
0
0
0
0
2
31
0
0
119
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
55,166
96
1
1
6
6
6
6
6
0
6
6
6
0
125,000
20,833.33333
96
0
96
96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
10,416.66667
10,416.66667
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
123
256
0
20
0
0
0
0
0
0
0
0
BENIGN
8,803
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.6667
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
118
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,171
65
1
1
6
6
6
6
6
0
6
6
6
0
184,615.3846
30,769.23077
65
0
65
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,384.61538
15,384.61538
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
132
251
0
20
0
0
0
0
0
0
0
0
BENIGN
55,211
66
1
1
6
6
6
6
6
0
6
6
6
0
181,818.1818
30,303.0303
66
0
66
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,151.51515
15,151.51515
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
34,486
64,209
0
20
0
0
0
0
0
0
0
0
BENIGN
55,155
84
1
1
6
6
6
6
6
0
6
6
6
0
142,857.1429
23,809.52381
84
0
84
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
11,904.7619
11,904.7619
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
118
252
0
20
0
0
0
0
0
0
0
0
BENIGN
55,052
44
1
1
6
6
6
6
6
0
6
6
6
0
272,727.2727
45,454.54545
44
0
44
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
22,727.27273
22,727.27273
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
114
250
0
20
0
0
0
0
0
0
0
0
BENIGN
55,146
14,405
2
0
6
0
6
0
3
4.242641
0
0
0
0
416.522041
138.84068
14,405
0
14,405
14,405
14,405
14,405
0
14,405
14,405
0
0
0
0
0
0
0
0
0
52
0
138.84068
0
0
6
2
3.464102
12
0
0
0
0
1
0
0
0
0
3
3
0
52
0
0
0
0
0
0
2
6
0
0
114
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,152
88
1
1
6
6
6
6
6
0
6
6
6
0
136,363.6364
22,727.27273
88
0
88
88
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
11,363.63636
11,363.63636
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
114
253
0
20
0
0
0
0
0
0
0
0
BENIGN
55,141
21
1
1
6
6
6
6
6
0
6
6
6
0
571,428.5714
95,238.09524
21
0
21
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
47,619.04762
47,619.04762
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
48,180
64,209
0
20
0
0
0
0
0
0
0
0
BENIGN
55,051
68
1
1
6
6
6
6
6
0
6
6
6
0
176,470.5882
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,705.88235
14,705.88235
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
126
251
0
20
0
0
0
0
0
0
0
0
BENIGN
57,750
4
3
0
253
0
216
6
84.333333
114.709779
0
0
0
0
63,300,000
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
1
0
0
0
60
0
750,000
0
6
216
117.25
114.482531
13,106.25
0
1
0
0
1
0
0
0
0
156.333333
84.333333
0
60
0
0
0
0
0
0
3
253
0
0
11
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
57,779
4
3
0
253
0
216
6
84.333333
114.709779
0
0
0
0
63,300,000
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
1
0
0
0
60
0
750,000
0
6
216
117.25
114.482531
13,106.25
0
1
0
0
1
0
0
0
0
156.333333
84.333333
0
60
0
0
0
0
0
0
3
253
0
0
11
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
57,781
5
3
0
253
0
216
6
84.333333
114.709779
0
0
0
0
50,600,000
600,000
2.5
2.12132
4
1
5
2.5
2.12132
4
1
0
0
0
0
0
1
0
0
0
60
0
600,000
0
6
216
117.25
114.482531
13,106.25
0
1
0
0
1
0
0
0
0
156.333333
84.333333
0
60
0
0
0
0
0
0
3
253
0
0
11
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
60,092
66
1
1
0
0
0
0
0
0
0
0
0
0
0
30,303.0303
66
0
66
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
15,151.51515
15,151.51515
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
105
229
0
32
0
0
0
0
0
0
0
0
BENIGN
38,056
55
1
1
0
0
0
0
0
0
0
0
0
0
0
36,363.63636
55
0
55
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,181.81818
18,181.81818
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
219
301
0
32
0
0
0
0
0
0
0
0
BENIGN
57,792
81
1
1
6
6
6
6
6
0
6
6
6
0
148,148.1481
24,691.35802
81
0
81
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
12,345.67901
12,345.67901
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
229
256
0
20
0
0
0
0
0
0
0
0
BENIGN
44,326
52
1
1
0
0
0
0
0
0
0
0
0
0
0
38,461.53846
52
0
52
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
19,230.76923
19,230.76923
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
55,208
68
1
1
6
6
6
6
6
0
6
6
6
0
176,470.5882
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,705.88235
14,705.88235
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
77
253
0
20
0
0
0
0
0
0
0
0
BENIGN
55,048
73
1
1
6
6
6
6
6
0
6
6
6
0
164,383.5616
27,397.26027
73
0
73
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
13,698.63014
13,698.63014
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
114
256
0
20
0
0
0
0
0
0
0
0
BENIGN
49,072
34
1
1
0
0
0
0
0
0
0
0
0
0
0
58,823.52941
34
0
34
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
29,411.76471
29,411.76471
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
105
229
0
32
0
0
0
0
0
0
0
0
BENIGN
50,796
65
1
1
0
0
0
0
0
0
0
0
0
0
0
30,769.23077
65
0
65
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
15,384.61538
15,384.61538
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
105
229
0
32
0
0
0
0
0
0
0
0
BENIGN
37,213
85
1
1
0
0
0
0
0
0
0
0
0
0
0
23,529.41176
85
0
85
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
11,764.70588
11,764.70588
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
60
297
0
32
0
0
0
0
0
0
0
0
BENIGN
55,078
33
1
1
6
6
6
6
6
0
6
6
6
0
363,636.3636
60,606.06061
33
0
33
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
30,303.0303
30,303.0303
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
114
251
0
20
0
0
0
0
0
0
0
0
BENIGN
57,764
68
1
1
6
6
6
6
6
0
6
6
6
0
176,470.5882
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,705.88235
14,705.88235
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
119
255
0
20
0
0
0
0
0
0
0
0
BENIGN
57,765
78
1
1
6
6
6
6
6
0
6
6
6
0
153,846.1538
25,641.02564
78
0
78
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
12,820.51282
12,820.51282
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
119
253
0
20
0
0
0
0
0
0
0
0
BENIGN
57,766
30
1
1
6
6
6
6
6
0
6
6
6
0
400,000
66,666.66667
30
0
30
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
33,333.33333
33,333.33333
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
119
255
0
20
0
0
0
0
0
0
0
0
BENIGN
55,570
37
1
1
0
0
0
0
0
0
0
0
0
0
0
54,054.05405
37
0
37
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
27,027.02703
27,027.02703
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
122
656
0
32
0
0
0
0
0
0
0
0
BENIGN
38,542
80
1
1
0
0
0
0
0
0
0
0
0
0
0
25,000
80
0
80
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,500
12,500
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
118
244
0
32
0
0
0
0
0
0
0
0
BENIGN
60,294
42
1
1
0
0
0
0
0
0
0
0
0
0
0
47,619.04762
42
0
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
23,809.52381
23,809.52381
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
122
359
0
32
0
0
0
0
0
0
0
0
BENIGN
57,869
22
1
1
6
6
6
6
6
0
6
6
6
0
545,454.5455
90,909.09091
22
0
22
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
45,454.54545
45,454.54545
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
127
253
0
20
0
0
0
0
0
0
0
0
BENIGN
57,767
14,121
2
0
12
0
6
6
6
0
0
0
0
0
849.798173
141.633029
14,121
0
14,121
14,121
14,121
14,121
0
14,121
14,121
0
0
0
0
0
0
0
0
0
40
0
141.633029
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
127
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
58,412
77
1
1
0
0
0
0
0
0
0
0
0
0
0
25,974.02597
77
0
77
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,987.01299
12,987.01299
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
122
307
0
32
0
0
0
0
0
0
0
0
BENIGN
55,258
46,084
2
0
6
0
6
0
3
4.242641
0
0
0
0
130.197032
43.399011
46,084
0
46,084
46,084
46,084
46,084
0
46,084
46,084
0
0
0
0
0
0
0
0
0
52
0
43.399011
0
0
6
2
3.464102
12
0
0
0
0
1
0
0
0
0
3
3
0
52
0
0
0
0
0
0
2
6
0
0
123
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,257
122
1
1
6
6
6
6
6
0
6
6
6
0
98,360.65574
16,393.44262
122
0
122
122
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
8,196.721311
8,196.721311
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
123
253
0
20
0
0
0
0
0
0
0
0
BENIGN
33,818
34
1
1
6
6
6
6
6
0
6
6
6
0
352,941.1765
58,823.52941
34
0
34
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
29,411.76471
29,411.76471
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
127
237
0
20
0
0
0
0
0
0
0
0
BENIGN
58,016
40
1
1
0
0
0
0
0
0
0
0
0
0
0
50,000
40
0
40
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
25,000
25,000
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
57
229
0
32
0
0
0
0
0
0
0
0
BENIGN
58,270
3
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
10,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
1
0
0
0
0
31
15.5
0
64
0
0
0
0
0
0
2
31
0
0
118
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
39,917
4
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
7,750,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
1
0
0
0
64
0
500,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
1
0
0
0
0
31
15.5
0
64
0
0
0
0
0
0
2
31
0
0
118
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
39,916
3
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
10,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
1
0
0
0
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
1
0
0
0
0
31
15.5
0
64
0
0
0
0
0
0
2
31
0
0
118
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
8,720
52
1
1
6
6
6
6
6
0
6
6
6
0
230,769.2308
38,461.53846
52
0
52
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
19,230.76923
19,230.76923
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
131
251
0
20
0
0
0
0
0
0
0
0
BENIGN
57,846
2
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
18,500,000
1,000,000
2
0
2
2
2
2
0
2
2
0
0
0
0
0
1
0
0
0
40
0
1,000,000
0
6
31
22.666667
14.433757
208.333333
0
1
0
0
1
0
0
0
0
34
18.5
0
40
0
0
0
0
0
0
2
37
0
0
30,016
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,149
65
1
1
6
6
6
6
6
0
6
6
6
0
184,615.3846
30,769.23077
65
0
65
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,384.61538
15,384.61538
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
133
252
0
20
0
0
0
0
0
0
0
0
BENIGN
55,250
67
1
1
6
6
6
6
6
0
6
6
6
0
179,104.4776
29,850.74627
67
0
67
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,925.37313
14,925.37313
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
114
253
0
20
0
0
0
0
0
0
0
0
BENIGN
55,248
30
1
1
6
6
6
6
6
0
6
6
6
0
400,000
66,666.66667
30
0
30
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
33,333.33333
33,333.33333
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
114
253
0
20
0
0
0
0
0
0
0
0
BENIGN
55,243
93
1
1
6
6
6
6
6
0
6
6
6
0
129,032.2581
21,505.37634
93
0
93
93
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
10,752.68817
10,752.68817
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
114
251
0
20
0
0
0
0
0
0
0
0
BENIGN
55,260
42
1
1
6
6
6
6
6
0
6
6
6
0
285,714.2857
47,619.04762
42
0
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
23,809.52381
23,809.52381
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
114
255
0
20
0
0
0
0
0
0
0
0
BENIGN
55,197
62
1
1
6
6
6
6
6
0
6
6
6
0
193,548.3871
32,258.06452
62
0
62
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16,129.03226
16,129.03226
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
119
256
0
20
0
0
0
0
0
0
0
0
BENIGN
37,456
5
2
0
2,357
0
2,357
0
1,178.5
1,666.650683
0
0
0
0
471,000,000
400,000
5
0
5
5
5
5
0
5
5
0
0
0
0
0
1
0
0
0
64
0
400,000
0
0
2,357
1,571.333333
1,360.814584
1,851,816.333
0
1
0
0
1
0
0
0
0
2,357
1,178.5
0
64
0
0
0
0
0
0
2
2,357
0
0
139
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
42,314
93
1
1
0
0
0
0
0
0
0
0
0
0
0
21,505.37634
93
0
93
93
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
10,752.68817
10,752.68817
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
60
323
0
32
0
0
0
0
0
0
0
0
BENIGN
42,310
32,246
2
1
0
0
0
0
0
0
0
0
0
0
0
93.034795
16,123
22,723.58352
32,191
55
32,246
32,246
0
32,246
32,246
0
0
0
0
0
0
0
0
0
64
32
62.023197
31.011598
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
1
0
77
430
0
32
0
0
0
0
0
0
0
0
BENIGN
56,542
79
1
1
0
0
0
0
0
0
0
0
0
0
0
25,316.4557
79
0
79
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,658.22785
12,658.22785
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
52
229
0
32
0
0
0
0
0
0
0
0
BENIGN
56,544
54
1
1
0
0
0
0
0
0
0
0
0
0
0
37,037.03704
54
0
54
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
18,518.51852
18,518.51852
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
52
229
0
32
0
0
0
0
0
0
0
0
BENIGN
51,650
55
2
1
0
0
0
0
0
0
0
0
0
0
0
54,545.45455
27.5
27.577164
47
8
47
47
0
47
47
0
0
0
0
0
0
0
0
0
64
32
36,363.63636
18,181.81818
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
1
0
60
323
0
32
0
0
0
0
0
0
0
0
BENIGN
57,863
47
1
1
6
6
6
6
6
0
6
6
6
0
255,319.1489
42,553.19149
47
0
47
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
21,276.59574
21,276.59574
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
30,016
63,982
0
20
0
0
0
0
0
0
0
0
BENIGN
57,862
31,958
2
1
12
6
6
6
6
0
6
6
6
0
563.239252
93.873209
15,979
22,559.53475
31,931
27
31,958
31,958
0
31,958
31,958
0
0
0
0
0
0
0
0
0
40
20
62.582139
31.29107
6
6
6
0
0
0
0
0
0
1
1
0
0
0
8
6
6
40
0
0
0
0
0
0
2
12
1
6
77
253
1
20
0
0
0
0
0
0
0
0
BENIGN
37,358
52
1
1
188
6
188
188
188
0
6
6
6
0
3,730,769.231
38,461.53846
52
0
52
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
19,230.76923
19,230.76923
6
188
127.333333
105.077749
11,041.33333
0
0
0
0
1
1
0
0
1
191
188
6
32
0
0
0
0
0
0
1
188
1
6
29
0
0
32
0
0
0
0
0
0
0
0
BENIGN
57,824
15
1
1
6
6
6
6
6
0
6
6
6
0
800,000
133,333.3333
15
0
15
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
66,666.66667
66,666.66667
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
60
255
0
20
0
0
0
0
0
0
0
0
BENIGN
57,825
60
1
1
6
6
6
6
6
0
6
6
6
0
200,000
33,333.33333
60
0
60
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16,666.66667
16,666.66667
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
60
255
0
20
0
0
0
0
0
0
0
0
BENIGN
57,826
42
1
1
6
6
6
6
6
0
6
6
6
0
285,714.2857
47,619.04762
42
0
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
23,809.52381
23,809.52381
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
60
255
0
20
0
0
0
0
0
0
0
0
BENIGN
45,296
3
2
0
0
0
0
0
0
0
0
0
0
0
0
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
64
0
666,666.6667
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
59
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
45,298
57
1
1
0
0
0
0
0
0
0
0
0
0
0
35,087.7193
57
0
57
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
17,543.85965
17,543.85965
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
59
296
0
32
0
0
0
0
0
0
0
0
BENIGN
56,766
22,523
3
1
2,733
6
2,733
0
911
1,577.898286
6
6
6
0
121,609.0219
177.596235
7,507.666667
11,541.75313
20,799
15
22,523
11,261.5
13,509.27505
20,814
1,709
0
0
0
0
0
0
0
0
0
96
20
133.197176
44.399059
0
2,733
547.8
1,221.566699
1,492,225.2
0
0
0
0
1
0
0
0
0
684.75
911
6
96
0
0
0
0
0
0
3
2,733
1
6
59
0
1
32
0
0
0
0
0
0
0
0
BENIGN
57,815
19,710
2
1
280
6
274
6
140
189.504617
6
6
6
0
14,510.40081
152.207002
9,855
13,855.05027
19,652
58
19,710
19,710
0
19,710
19,710
0
0
0
0
0
1
0
0
0
40
20
101.471334
50.735667
6
274
140
154.729872
23,941.33333
0
1
0
0
1
0
0
0
0
186.666667
140
6
40
0
0
0
0
0
0
2
280
1
6
60
0
1
20
0
0
0
0
0
0
0
0
BENIGN
40,776
43
1
1
0
0
0
0
0
0
0
0
0
0
0
46,511.62791
43
0
43
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
23,255.81395
23,255.81395
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
59
296
0
32
0
0
0
0
0
0
0
0
BENIGN