Datasets:
bvsam
/
cic-ids-2017

Dataset card Data Studio Files
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 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
49,218
68
1
1
0
0
0
0
0
0
0
0
0
0
0
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
14,705.88235
14,705.88235
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
287
387
0
32
0
0
0
0
0
0
0
0
BENIGN
57,787
104
1
1
6
6
6
6
6
0
6
6
6
0
115,384.6154
19,230.76923
104
0
104
104
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
9,615.384615
9,615.384615
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
286
256
0
20
0
0
0
0
0
0
0
0
BENIGN
33,640
81
1
1
0
0
0
0
0
0
0
0
0
0
0
24,691.35802
81
0
81
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,345.67901
12,345.67901
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
285
241
0
32
0
0
0
0
0
0
0
0
BENIGN
33,636
84
1
1
0
0
0
0
0
0
0
0
0
0
0
23,809.52381
84
0
84
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
11,904.7619
11,904.7619
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
285
241
0
32
0
0
0
0
0
0
0
0
BENIGN
8,806
48
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
770,833.3333
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
1
0
0
0
40
0
41,666.66667
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
74
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,705
9
2
0
12
0
6
6
6
0
0
0
0
0
1,333,333.333
222,222.2222
9
0
9
9
9
9
0
9
9
0
0
0
0
0
0
0
0
0
40
0
222,222.2222
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
4,969
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,705
38
1
1
6
6
6
6
6
0
6
6
6
0
315,789.4737
52,631.57895
38
0
38
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
26,315.78947
26,315.78947
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
4,969
64,165
0
20
0
0
0
0
0
0
0
0
BENIGN
45,944
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
4,972
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
45,944
60
1
1
0
0
0
0
0
0
0
0
0
0
0
33,333.33333
60
0
60
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16,666.66667
16,666.66667
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
4,972
36,200
0
32
0
0
0
0
0
0
0
0
BENIGN
33,604
49
2
0
0
0
0
0
0
0
0
0
0
0
0
40,816.32653
49
0
49
49
49
49
0
49
49
0
0
0
0
0
0
0
0
0
64
0
40,816.32653
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
4,998
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
33,602
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
4,998
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
33,606
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
4,998
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
33,606
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
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
4,998
36,200
0
32
0
0
0
0
0
0
0
0
BENIGN
33,604
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
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
4,998
37,648
0
32
0
0
0
0
0
0
0
0
BENIGN
33,602
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
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
4,998
36,200
0
32
0
0
0
0
0
0
0
0
BENIGN
8,702
11,505
3
0
18
0
6
6
6
0
0
0
0
0
1,564.537158
260.756193
5,752.5
8,129.606663
11,501
4
11,505
5,752.5
8,129.606663
11,501
4
0
0
0
0
0
0
0
0
0
60
0
260.756193
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
8
6
0
60
0
0
0
0
0
0
3
18
0
0
360
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
34,146
398
2
0
12
0
6
6
6
0
0
0
0
0
30,150.75377
5,025.125628
398
0
398
398
398
398
0
398
398
0
0
0
0
0
0
0
0
0
40
0
5,025.125628
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
138
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
34,152
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
123
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,776
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
4,729
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,778
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
4,729
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,777
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
4,729
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,778
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
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
4,729
64,785
0
20
0
0
0
0
0
0
0
0
BENIGN
57,776
83
1
1
6
6
6
6
6
0
6
6
6
0
144,578.3133
24,096.38554
83
0
83
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
12,048.19277
12,048.19277
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
4,729
64,785
0
20
0
0
0
0
0
0
0
0
BENIGN
57,777
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
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
4,729
64,785
0
20
0
0
0
0
0
0
0
0
BENIGN
53,824
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
16,060
33,975
0
20
0
0
0
0
0
0
0
0
BENIGN
53,828
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
16,060
39,904
0
20
0
0
0
0
0
0
0
0
BENIGN
53,822
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
27,740
40,292
0
20
0
0
0
0
0
0
0
0
BENIGN
53,826
41
1
1
6
6
6
6
6
0
6
6
6
0
292,682.9268
48,780.4878
41
0
41
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
24,390.2439
24,390.2439
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
16,060
36,693
0
20
0
0
0
0
0
0
0
0
BENIGN
53,820
37
1
1
6
6
6
6
6
0
6
6
6
0
324,324.3243
54,054.05405
37
0
37
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
27,027.02703
27,027.02703
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
16,060
36,693
0
20
0
0
0
0
0
0
0
0
BENIGN
53,818
87
1
1
6
6
6
6
6
0
6
6
6
0
137,931.0345
22,988.50575
87
0
87
87
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
11,494.25287
11,494.25287
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
16,060
39,904
0
20
0
0
0
0
0
0
0
0
BENIGN
0
117,788,970
209
0
0
0
0
0
0
0
0
0
0
0
0
1.77436
566,293.125
1,562,458.576
7,903,970
0
118,000,000
566,293.125
1,562,458.576
7,903,970
0
0
0
0
0
0
0
0
0
0
0
0
1.77436
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
209
0
0
0
-1
-1
0
0
5,850,606
7,598,193.52
25,000,000
600,885
6,513,351.3
1,007,282.368
7,903,970
5,005,304
BENIGN
35,706
3
2
0
274
0
274
0
137
193.747258
0
0
0
0
91,300,000
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
274
182.666667
158.193974
25,025.33333
0
1
0
0
1
0
0
0
0
274
137
0
64
0
0
0
0
0
0
2
274
0
0
31
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
35,710
81
1
1
0
0
0
0
0
0
0
0
0
0
0
24,691.35802
81
0
81
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,345.67901
12,345.67901
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
31
319
0
32
0
0
0
0
0
0
0
0
BENIGN
58,028
273
2
0
12
0
6
6
6
0
0
0
0
0
43,956.04396
7,326.007326
273
0
273
273
273
273
0
273
273
0
0
0
0
0
0
0
0
0
40
0
7,326.007326
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
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
58,026
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
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
58,025
4
2
0
12
0
6
6
6
0
0
0
0
0
3,000,000
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
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
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
58,027
238
2
0
12
0
6
6
6
0
0
0
0
0
50,420.16807
8,403.361345
238
0
238
238
238
238
0
238
238
0
0
0
0
0
0
0
0
0
40
0
8,403.361345
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
32
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,285
58
1
1
6
6
6
6
6
0
6
6
6
0
206,896.5517
34,482.75862
58
0
58
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
17,241.37931
17,241.37931
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
1,024
0
20
0
0
0
0
0
0
0
0
BENIGN
55,016
67
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
731,343.2836
59,701.49254
22.333333
22.030282
45
1
46
23
31.112698
45
1
0
0
0
0
0
0
0
0
0
60
20
44,776.1194
14,925.37313
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,004
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,017
83
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
590,361.4458
48,192.77108
27.666667
24.131584
48
1
49
24.5
33.234019
48
1
0
0
0
0
0
0
0
0
0
60
20
36,144.57831
12,048.19277
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,165
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,261
11,943
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
4,102.821737
334.924223
3,981
6,820.070308
11,856
3
11,859
5,929.5
8,381.336677
11,856
3
0
0
0
0
0
0
0
0
0
60
20
251.193168
83.731056
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
981
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,137
4
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
10,800,000
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
60
0
750,000
0
6
31
12.25
12.5
156.25
0
0
0
0
1
0
0
0
0
16.333333
14.333333
0
60
0
0
0
0
0
0
3
43
0
0
980
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
55,137
86
1
1
6
6
6
6
6
0
6
6
6
0
139,534.8837
23,255.81395
86
0
86
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
11,627.90698
11,627.90698
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
980
0
0
20
0
0
0
0
0
0
0
0
BENIGN
55,050
62
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
790,322.5806
64,516.12903
20.666667
32.347076
58
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
60
20
48,387.09677
16,129.03226
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,047
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,159
398
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
123,115.5779
10,050.25126
132.666667
199.174128
362
3
365
182.5
253.851334
362
3
0
0
0
0
0
0
0
0
0
60
20
7,537.688442
2,512.562814
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,092
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,252
538
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
91,078.06691
7,434.944238
179.333333
304.552677
531
3
538
269
376.180808
535
3
0
0
0
0
0
0
0
0
0
60
20
5,576.208178
1,858.736059
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,027
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,232
57
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
859,649.1228
70,175.4386
19
29.46184
53
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
60
20
52,631.57895
17,543.85965
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,178
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,247
316
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
155,063.2911
12,658.22785
105.333333
123.322072
247
22
294
147
141.421356
247
47
0
0
0
0
0
0
0
0
0
60
20
9,493.670886
3,164.556962
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,100
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,226
34
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
1,441,176.471
117,647.0588
11.333333
15.373137
29
1
5
2.5
2.12132
4
1
0
0
0
0
0
0
0
0
0
60
20
88,235.29412
29,411.76471
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,388
0
2
20
0
0
0
0
0
0
0
0
BENIGN
55,236
70
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
700,000
57,142.85714
23.333333
23.586719
48
1
49
24.5
33.234019
48
1
0
0
0
0
0
0
0
0
0
60
20
42,857.14286
14,285.71429
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,178
0
2
20
0
0
0
0
0
0
0
0
BENIGN
33,374
856
3
1
31
6
31
0
10.333333
17.897858
6
6
6
0
43,224.29907
4,672.897196
285.333333
201.450573
445
59
856
428
107.480231
504
352
0
0
0
0
0
0
0
0
0
96
20
3,504.672897
1,168.224299
0
31
7.4
13.446189
180.8
0
0
0
0
1
0
0
0
0
9.25
10.333333
6
96
0
0
0
0
0
0
3
31
1
6
1,063
0
1
32
0
0
0
0
0
0
0
0
BENIGN
58,034
101
1
1
6
6
6
6
6
0
6
6
6
0
118,811.8812
19,801.9802
101
0
101
101
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
9,900.990099
9,900.990099
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
115
256
0
20
0
0
0
0
0
0
0
0
BENIGN
58,035
3
2
0
59
0
53
6
29.5
33.234019
0
0
0
0
19,700,000
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
53
37.333333
27.135463
736.333333
0
1
0
0
1
0
0
0
0
56
29.5
0
40
0
0
0
0
0
0
2
59
0
0
131
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,214
48
2
0
12
0
6
6
6
0
0
0
0
0
250,000
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
0
0
0
0
40
0
41,666.66667
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
5,114
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,221
244
2
0
12
0
6
6
6
0
0
0
0
0
49,180.32787
8,196.721311
244
0
244
244
244
244
0
244
244
0
0
0
0
0
0
0
0
0
40
0
8,196.721311
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
5,114
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,164
6,592
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
6,523.058252
455.097087
3,296
4,591.951437
6,543
49
6,592
3,296
4,591.951437
6,543
49
0
0
0
0
0
0
0
0
0
60
0
455.097087
0
6
31
12.25
12.5
156.25
0
0
0
0
1
0
0
0
0
16.333333
14.333333
0
60
0
0
0
0
0
0
3
43
0
0
70
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
33,256
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
1,024
320
0
20
0
0
0
0
0
0
0
0
BENIGN
33,252
54
1
1
6
6
6
6
6
0
6
6
6
0
222,222.2222
37,037.03704
54
0
54
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
18,518.51852
18,518.51852
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
1,024
274
0
20
0
0
0
0
0
0
0
0
BENIGN
33,262
55
1
1
6
6
6
6
6
0
6
6
6
0
218,181.8182
36,363.63636
55
0
55
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
18,181.81818
18,181.81818
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
1,024
274
0
20
0
0
0
0
0
0
0
0
BENIGN
33,260
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
1,024
274
0
20
0
0
0
0
0
0
0
0
BENIGN
38,355
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
349
252
0
32
0
0
0
0
0
0
0
0
BENIGN
40,295
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
562
339
0
32
0
0
0
0
0
0
0
0
BENIGN
59,640
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
370
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
59,640
68
1
1
0
0
0
0
0
0
0
0
0
0
0
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
14,705.88235
14,705.88235
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
370
446
0
32
0
0
0
0
0
0
0
0
BENIGN
36,114
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
377
406
0
32
0
0
0
0
0
0
0
0
BENIGN
35,348
4
2
0
0
0
0
0
0
0
0
0
0
0
0
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
0
0
0
0
64
0
500,000
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
357
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
35,156
40,938
2
0
12
0
6
6
6
0
0
0
0
0
293.126191
48.854365
40,938
0
40,938
40,938
40,938
40,938
0
40,938
40,938
0
0
0
0
0
0
0
0
0
40
0
48.854365
0
6
6
6
0
0
1
0
0
0
0
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
8,201
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,172
5
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
8,600,000
600,000
2.5
2.12132
4
1
5
2.5
2.12132
4
1
0
0
0
0
0
0
0
0
0
60
0
600,000
0
6
31
12.25
12.5
156.25
0
0
0
0
1
0
0
0
0
16.333333
14.333333
0
60
0
0
0
0
0
0
3
43
0
0
981
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
55,147
207
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
236,714.9758
19,323.6715
69
57.887823
115
4
207
103.5
140.71425
203
4
0
0
0
0
0
0
0
0
0
60
20
14,492.75362
4,830.917874
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
980
0
2
20
0
0
0
0
0
0
0
0
BENIGN
38,080
23,119
2
1
12
6
6
6
6
0
6
6
6
0
778.580388
129.763398
11,559.5
16,272.64836
23,066
53
23,119
23,119
0
23,119
23,119
0
0
0
0
0
0
0
0
0
40
20
86.508932
43.254466
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
131
808
1
20
0
0
0
0
0
0
0
0
BENIGN
55,041
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
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
5,583
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,041
1,000,233
2
0
12
0
6
6
6
0
0
0
0
0
11.997205
1.999534
1,000,233
0
1,000,233
1,000,233
1,000,233
1,000,233
0
1,000,233
1,000,233
0
0
0
0
0
0
0
0
0
40
0
1.999534
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
5,583
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,038
47
2
0
12
0
6
6
6
0
0
0
0
0
255,319.1489
42,553.19149
47
0
47
47
47
47
0
47
47
0
0
0
0
0
0
0
0
0
40
0
42,553.19149
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
9,096
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,042
49
2
0
12
0
6
6
6
0
0
0
0
0
244,897.9592
40,816.32653
49
0
49
49
49
49
0
49
49
0
0
0
0
0
0
0
0
0
40
0
40,816.32653
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
13,317
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,038
999,480
2
0
12
0
6
6
6
0
0
0
0
0
12.006243
2.001041
999,480
0
999,480
999,480
999,480
999,480
0
999,480
999,480
0
0
0
0
0
0
0
0
0
40
0
2.001041
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
9,096
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,042
999,533
2
0
12
0
6
6
6
0
0
0
0
0
12.005607
2.000934
999,533
0
999,533
999,533
999,533
999,533
0
999,533
999,533
0
0
0
0
0
0
0
0
0
40
0
2.000934
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
13,317
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,200
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
8,275
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,207
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
6,919
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,205
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
7,017
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,207
999,592
2
0
12
0
6
6
6
0
0
0
0
0
12.004898
2.000816
999,592
0
999,592
999,592
999,592
999,592
0
999,592
999,592
0
0
0
0
0
0
0
0
0
40
0
2.000816
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
6,919
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,205
13
1
1
6
6
6
6
6
0
6
6
6
0
923,076.9231
153,846.1538
13
0
13
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
76,923.07692
76,923.07692
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
7,017
62,958
0
20
0
0
0
0
0
0
0
0
BENIGN
55,200
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
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
8,275
64,240
0
20
0
0
0
0
0
0
0
0
BENIGN
55,181
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
10,522
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,181
58
1
1
6
6
6
6
6
0
6
6
6
0
206,896.5517
34,482.75862
58
0
58
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
17,241.37931
17,241.37931
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
10,522
64,240
0
20
0
0
0
0
0
0
0
0
BENIGN
55,195
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
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
12,020
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,186
17
2
0
12
0
6
6
6
0
0
0
0
0
705,882.3529
117,647.0588
17
0
17
17
17
17
0
17
17
0
0
0
0
0
0
0
0
0
40
0
117,647.0588
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
14,493
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,195
1,000,763
2
0
12
0
6
6
6
0
0
0
0
0
11.990851
1.998475
1,000,763
0
1,000,763
1,000,763
1,000,763
1,000,763
0
1,000,763
1,000,763
0
0
0
0
0
0
0
0
0
40
0
1.998475
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
12,020
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,186
999,955
2
0
12
0
6
6
6
0
0
0
0
0
12.00054
2.00009
999,955
0
999,955
999,955
999,955
999,955
0
999,955
999,955
0
0
0
0
0
0
0
0
0
40
0
2.00009
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
14,493
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,170
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
5,750
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,170
71
1
1
6
6
6
6
6
0
6
6
6
0
169,014.0845
28,169.01408
71
0
71
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,084.50704
14,084.50704
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
5,750
63,683
0
20
0
0
0
0
0
0
0
0
BENIGN
137
21
13
0
650
0
50
50
50
0
0
0
0
0
31,000,000
619,047.619
1.75
1.712255
7
1
21
1.75
1.712255
7
1
0
0
0
0
0
0
0
0
0
416
0
619,047.619
0
50
50
50
0
0
0
0
0
0
0
0
0
0
0
53.846154
50
0
416
0
0
0
0
0
0
13
650
0
0
-1
-1
12
32
0
0
0
0
0
0
0
0
BENIGN
53
72,552
2
2
74
200
37
37
37
0
100
100
100
0
3,776.60161
55.13287
24,184
41,883.58663
72,547
1
1
1
0
1
1
4
4
0
4
4
0
0
0
0
40
40
27.566435
27.566435
37
100
62.2
34.506521
1,190.7
0
0
0
0
0
0
0
0
1
77.75
37
100
40
0
0
0
0
0
0
2
74
2
200
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
73,213
2
2
74
176
37
37
37
0
88
88
88
0
3,414.694112
54.635106
24,404.33333
42,264.34911
73,207
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
40
27.317553
27.317553
37
88
57.4
27.93385
780.3
0
0
0
0
0
0
0
0
1
71.75
37
88
40
0
0
0
0
0
0
2
74
2
176
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
152
4
0
46
0
46
0
11.5
23
0
0
0
0
302,631.5789
26,315.78947
50.666667
41.884763
85
4
152
50.666667
41.884763
85
4
0
0
0
0
0
0
0
0
0
128
0
26,315.78947
0
0
46
9.2
20.571825
423.2
0
0
0
0
1
0
0
0
0
11.5
11.5
0
128
0
0
0
0
0
0
4
46
0
0
319
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
60,272,594
14
13
967
3,996
517
0
69.071429
138.558216
1,448
0
307.384615
534.794749
82.342565
0.447965
2,318,176.692
11,400,000
58,400,000
2
60,300,000
4,636,353
16,200,000
58,400,000
17
60,200,000
5,020,728
16,800,000
58,400,000
2
0
0
0
0
456
424
0.232278
0.215687
0
1,448
177.25
389.54167
151,742.713
0
0
0
1
0
0
0
0
0
183.814815
69.071429
307.384615
456
0
0
0
0
0
0
14
967
13
3,996
29,200
287
7
32
140,433
0
140,433
140,433
58,400,000
0
58,400,000
58,400,000
BENIGN
53
70,188
4
2
128
256
32
32
32
0
128
128
128
0
5,471.020687
85.484698
14,037.6
19,476.8382
39,568
2
30,617
10,205.66667
17,671.53707
30,611
2
3
3
0
3
3
0
0
0
0
80
40
56.989799
28.494899
32
128
59.428571
46.843204
2,194.285714
0
0
0
0
0
0
0
0
0
69.333333
32
128
80
0
0
0
0
0
0
4
128
2
256
-1
-1
3
20
0
0
0
0
0
0
0
0
BENIGN
53
182
2
2
82
114
41
41
41
0
57
57
57
0
1,076,923.077
21,978.02198
60.666667
99.881597
176
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
40
10,989.01099
10,989.01099
41
57
47.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
59.25
41
57
40
0
0
0
0
0
0
2
82
2
114
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
6,278,093
8
8
272
760
34
34
34
0
95
95
95
0
164.381127
2.548545
418,539.5333
695,643.8439
2,000,063
1
3,031,245
433,035
784,172.1456
2,000,063
3
2,722,283
388,897.5714
714,897.0243
1,819,331
1
0
0
0
0
208
184
1.274272
1.274272
34
95
62.705882
31.384241
984.970588
0
0
0
0
0
0
0
0
1
66.625
34
95
208
0
0
0
0
0
0
8
272
8
760
-1
-1
7
20
0
0
0
0
0
0
0
0
BENIGN
53
24,296
2
2
72
328
36
36
36
0
164
164
164
0
16,463.61541
164.636154
8,098.666667
14,021.23997
24,289
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
40
40
82.318077
82.318077
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
194
2
2
72
328
36
36
36
0
164
164
164
0
2,061,855.67
20,618.5567
64.666667
105.944954
187
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
40
40
10,309.27835
10,309.27835
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