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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BENIGN
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BENIGN
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1
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6
6
6
6
0
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6
0
230,769.2308
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0
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256
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BENIGN
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1
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6
6
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6
0
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6
0
352,941.1765
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34
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20
20
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BENIGN
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BENIGN
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BENIGN
54,925
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12
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6
6
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0
3,000,000
500,000
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0
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32
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BENIGN
54,925
42
1
1
6
6
6
6
6
0
6
6
6
0
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BENIGN
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BENIGN
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2
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37
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31
6
18.5
17.67767
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0
0
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22.666667
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BENIGN
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0
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666,666.6667
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BENIGN
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1
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18.5
17.67767
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0
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22.666667
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BENIGN
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BENIGN
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BENIGN
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BENIGN
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BENIGN
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BENIGN
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BENIGN
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1
1
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BENIGN
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1
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BENIGN
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3
0
0
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0
1
0.5
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32
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BENIGN
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2
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0
0
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1
1
1
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BENIGN
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2
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31
124
131.521861
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0
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0
4
4
4
4
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4
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155
107.38715
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1
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1
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0
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0
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1
20
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BENIGN
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3
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254
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84.666667
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0
0
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0
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1
5
2.5
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BENIGN
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6
6
0
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0
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4
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BENIGN
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3
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6
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0
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31
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20
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0
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BENIGN
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1
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0
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0
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54
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32
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0
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439
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32
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0
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0
0
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BENIGN
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43
0
31
6
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0
0
0
0
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25.455844
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0
0
16.333333
14.333333
0
60
0
0
0
0
0
0
3
43
0
0
64
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
55,063
4
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
9,250,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
1
0
0
0
40
0
500,000
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
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,203
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
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,140
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
62
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,180
737
2
1
37
6
31
6
18.5
17.67767
6
6
6
0
58,344.64043
4,070.556309
368.5
310.419877
588
149
737
737
0
737
737
0
0
0
0
0
1
0
0
0
40
20
2,713.704206
1,356.852103
6
31
18.5
14.433757
208.333333
0
1
0
0
1
0
0
0
0
24.666667
18.5
6
40
0
0
0
0
0
0
2
37
1
6
62
0
1
20
0
0
0
0
0
0
0
0
BENIGN
55,156
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
62
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,096
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
60
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,085
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
62
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,689
276
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
155,797.1014
10,869.56522
138
192.333045
274
2
276
138
192.333045
274
2
0
0
0
0
0
0
0
0
0
60
0
10,869.56522
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
62
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
8,817
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
40,905
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,816
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
40,905
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,886
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
5,114
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
60,350
105
1
1
6
6
6
6
6
0
6
6
6
0
114,285.7143
19,047.61905
105
0
105
105
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
9,523.809524
9,523.809524
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
60,346
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
60,352
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
1,024
320
0
20
0
0
0
0
0
0
0
0
BENIGN
8,833
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
23
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
9,331
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
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
9,175
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
385
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,693
16
1
1
6
6
6
6
6
0
6
6
6
0
750,000
125,000
16
0
16
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
62,500
62,500
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
351
258
0
20
0
0
0
0
0
0
0
0
BENIGN
8,695
63
1
1
6
6
6
6
6
0
6
6
6
0
190,476.1905
31,746.03175
63
0
63
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
15,873.01587
15,873.01587
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
360
255
0
20
0
0
0
0
0
0
0
0
BENIGN
8,690
17
1
1
6
6
6
6
6
0
6
6
6
0
705,882.3529
117,647.0588
17
0
17
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
58,823.52941
58,823.52941
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
360
255
0
20
0
0
0
0
0
0
0
0
BENIGN
8,694
123
1
1
6
6
6
6
6
0
6
6
6
0
97,560.97561
16,260.1626
123
0
123
123
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
8,130.081301
8,130.081301
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
360
255
0
20
0
0
0
0
0
0
0
0
BENIGN
57,683
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
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,662
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
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
54,864
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
351
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,680
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
377
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
60,954
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
340
229
0
32
0
0
0
0
0
0
0
0
BENIGN
57,681
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
424
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,270
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
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,271
251,170
3
0
18
0
6
6
6
0
0
0
0
0
71.66461
11.944102
125,585
177,598.3534
251,166
4
251,170
125,585
177,598.3534
251,166
4
0
0
0
0
0
0
0
0
0
60
0
11.944102
0
6
6
6
0
0
0
0
0
0
1
1
0
0
0
8
6
0
60
0
0
0
0
0
0
3
18
0
0
351
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
57,674
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
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
50,485
62
1
1
0
0
0
0
0
0
0
0
0
0
0
32,258.06452
62
0
62
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16,129.03226
16,129.03226
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
378
558
0
32
0
0
0
0
0
0
0
0
BENIGN
57,686
175
2
1
12
6
6
6
6
0
6
6
6
0
102,857.1429
17,142.85714
87.5
23.334524
104
71
175
175
0
175
175
0
0
0
0
0
0
0
0
0
40
20
11,428.57143
5,714.285714
6
6
6
0
0
0
0
0
0
1
0
0
0
0
8
6
6
40
0
0
0
0
0
0
2
12
1
6
360
255
1
20
0
0
0
0
0
0
0
0
BENIGN
33,666
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
340
586
0
32
0
0
0
0
0
0
0
0
BENIGN
8,883
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
40,929
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,884
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
40,929
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,245
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
16,384
256
0
20
0
0
0
0
0
0
0
0
BENIGN
55,150
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
5,574
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,043
0
2
0
12
0
6
6
6
0
0
0
0
0
null
null
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
0
0
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
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,040
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
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,039
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
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,043
999,588
2
0
12
0
6
6
6
0
0
0
0
0
12.004946
2.000824
999,588
0
999,588
999,588
999,588
999,588
0
999,588
999,588
0
0
0
0
0
0
0
0
0
40
0
2.000824
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
4,737
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,039
75
1
1
6
6
6
6
6
0
6
6
6
0
160,000
26,666.66667
75
0
75
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
13,333.33333
13,333.33333
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
4,737
63,668
0
20
0
0
0
0
0
0
0
0
BENIGN
55,040
32
1
1
6
6
6
6
6
0
6
6
6
0
375,000
62,500
32
0
32
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
31,250
31,250
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
4,737
64,189
0
20
0
0
0
0
0
0
0
0
BENIGN
53
71,693
2
2
74
176
37
37
37
0
88
88
88
0
3,487.09079
55.793453
23,897.66667
41,348.67743
71,643
3
47
47
0
47
47
3
3
0
3
3
0
0
0
0
40
64
27.896726
27.896726
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
53
60,738
2
2
74
200
37
37
37
0
100
100
100
0
4,511.179163
65.85663
20,246
35,061.90451
60,732
2
2
2
0
2
2
4
4
0
4
4
0
0
0
0
40
40
32.928315
32.928315
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
21
126,188
20
25
176
440
43
0
8.8
12.680694
52
0
17.6
16.160652
4,881.605224
356.610771
2,867.909091
12,377.64297
70,791
1
126,117
6,637.736842
26,122.26872
114,215
1
126,048
5,252
16,545.2078
70,791
1
0
0
0
0
656
816
158.493676
198.117095
0
52
13.391304
15.178169
230.376812
0
0
0
1
0
0
0
0
1
13.688889
8.8
17.6
656
0
0
0
0
0
0
20
176
25
440
29,200
227
12
32
0
0
0
0
0
0
0
0
BENIGN
34,805
8,003
15
6
19,897
0
2,896
0
1,326.466667
1,136.570208
0
0
0
0
2,486,192.678
2,624.015994
400.15
1,445.918039
6,454
1
8,003
571.642857
1,718.054875
6,454
2
6,663
1,332.6
2,974.753318
6,654
1
0
0
0
0
496
208
1,874.297139
749.718855
0
2,896
904.409091
1,122.979992
1,261,084.063
0
0
0
1
0
0
0
0
0
947.476191
1,326.466667
0
496
0
0
0
0
0
0
15
19,897
6
0
29,200
362
10
32
0
0
0
0
0
0
0
0
BENIGN
34,805
1
2
0
617
0
617
0
308.5
436.284884
0
0
0
0
617,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
0
0
0
64
0
2,000,000
0
0
617
411.333333
356.225116
126,896.3333
0
1
0
0
1
0
0
0
0
617
308.5
0
64
0
0
0
0
0
0
2
617
0
0
229
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
21
50
1
2
0
0
0
0
0
0
0
0
0
0
0
60,000
25
32.526912
48
2
0
0
0
0
0
48
48
0
48
48
0
0
0
0
32
64
20,000
40,000
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
229
227
0
32
0
0
0
0
0
0
0
0
BENIGN
139
75
3
1
4
4
4
0
1.333333
2.309401
4
4
4
0
106,666.6667
53,333.33333
25
22.516661
48
3
75
37.5
48.790368
72
3
0
0
0
0
0
1
0
0
0
96
32
40,000
13,333.33333
0
4
2.4
2.19089
4.8
0
1
0
0
1
0
0
0
0
3
1.333333
4
96
0
0
0
0
0
0
3
4
1
4
302
302
0
32
0
0
0
0
0
0
0
0
BENIGN
443
208
4
0
46
0
46
0
11.5
23
0
0
0
0
221,153.8462
19,230.76923
69.333333
57.838857
114
4
208
69.333333
57.838857
114
4
0
0
0
0
0
0
0
0
0
128
0
19,230.76923
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
306
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
514,004
3
1
0
6
0
0
0
0
6
6
6
0
11.673061
7.782041
171,334.6667
150,308.8093
281,013
2
514,004
257,002
363,452.8855
514,002
2
0
0
0
0
0
0
0
0
0
96
20
5.83653
1.94551
0
6
1.2
2.683282
7.2
0
0
0
0
1
1
0
0
0
1.5
0
6
96
0
0
0
0
0
0
3
0
1
6
1,444
0
0
32
0
0
0
0
0
0
0
0
BENIGN
80
60,130,920
5
3
216
1,533
198
0
43.2
86.574823
1,527
0
511
879.886925
29.086533
0.133043
8,590,131.429
22,700,000
60,100,000
28
60,100,000
15,000,000
30,000,000
60,100,000
29
25,530
12,765
15,577.56239
23,780
1,750
0
0
0
0
112
72
0.083152
0.049891
0
1,527
194.333333
503.883419
253,898.5
0
0
0
1
0
0
0
0
0
218.625
43.2
511
112
0
0
0
0
0
0
5
216
3
1,533
8,192
946
4
20
0
0
0
0
0
0
0
0
BENIGN
80
60,130,912
5
3
213
1,619
195
0
42.6
85.233796
1,613
0
539.666667
929.538775
30.466859
0.133043
8,590,130.286
22,700,000
60,100,000
35
60,100,000
15,000,000
30,000,000
60,100,000
35
26,004
13,002
15,464.4253
23,937
2,067
0
0
0
0
112
72
0.083152
0.049891
0
1,613
203.555556
532.332629
283,378.0278
0
0
0
1
0
0
0
0
0
229
42.6
539.666667
112
0
0
0
0
0
0
5
213
3
1,619
8,192
946
4
20
0
0
0
0
0
0
0
0
BENIGN
443
3,895,966
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.458311
1.540055
779,193.2
1,688,277.785
3,798,981
4
3,895,966
973,991.5
1,883,824.068
3,798,981
4
0
0
0
0
0
1
0
0
0
100
20
1.283379
0.256676
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
258
360
4
20
0
0
0
0
0
0
0
0
BENIGN
443
3,895,242
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.466946
1.540341
779,048.4
1,688,348.684
3,798,955
3
3,895,242
973,810.5
1,883,931.983
3,798,955
3
0
0
0
0
0
1
0
0
0
100
20
1.283617
0.256723
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
258
360
4
20
0
0
0
0
0
0
0
0
BENIGN
443
3,896,308
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.454233
1.539919
779,261.6
1,688,253.409
3,799,007
3
3,896,308
974,077
1,883,783.63
3,799,007
3
0
0
0
0
0
1
0
0
0
100
20
1.283266
0.256653
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
257
424
4
20
0
0
0
0
0
0
0
0
BENIGN
443
3,895,052
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.469213
1.540416
779,010.4
1,688,400.959
3,799,016
3
3,895,052
973,763
1,884,005.155
3,799,016
3
0
0
0
0
0
1
0
0
0
100
20
1.28368
0.256736
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
255
360
4
20
0
0
0
0
0
0
0
0
BENIGN
443
3,896,461
5
1
135
46
46
6
27
20.124612
46
46
46
0
46.452409
1.539859
779,292.2
1,696,821.776
3,814,476
49
3,896,461
974,115.25
1,893,913.016
3,814,476
49
0
0
0
0
0
1
0
0
0
100
20
1.283216
0.256643
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
255
360
4
20
0
0
0
0
0
0
0
0
BENIGN
53
31,020,664
8
4
372
452
52
41
46.5
5.879747
157
69
113
50.806824
26.562939
0.386839
2,820,060.364
9,317,725.506
30,900,000
1
31,000,000
4,431,065.714
11,700,000
30,900,000
1
31,000,000
10,300,000
17,900,000
31,000,000
3
0
0
0
0
184
128
0.257893
0.128946
41
157
67.384615
40.860614
1,669.589744
0
0
0
0
0
0
0
0
0
73
46.5
113
184
0
0
0
0
0
0
8
372
4
452
-1
-1
7
20
46,735
0
46,735
46,735
30,900,000
0
30,900,000
30,900,000
BENIGN
53
83,718
4
2
184
300
46
46
46
0
150
150
150
0
5,781.313457
71.669175
16,743.6
25,063.96121
56,230
1
27,440
9,146.666667
15,839.02732
27,436
1
48
48
0
48
48
0
0
0
0
80
64
47.77945
23.889725
46
150
75.714286
50.746804
2,575.238095
0
0
0
0
0
0
0
0
0
88.333333
46
150
80
0
0
0
0
0
0
4
184
2
300
-1
-1
3
20
0
0
0
0
0
0
0
0
BENIGN
445
10,706,606
29
24
8,142
4,220
3,072
0
280.758621
658.419789
420
0
175.833333
153.274879
1,154.614263
4.950215
205,896.2692
1,092,307.606
7,114,425
0
10,700,000
382,378.7857
1,477,741.199
7,114,425
0
10,700,000
465,499.4348
1,637,050.93
7,176,769
1
0
0
0
0
604
504
2.708608
2.241607
0
3,072
228.925926
492.907808
242,958.1076
0
0
0
1
0
0
0
0
0
233.245283
280.758621
175.833333
604
0
0
0
0
0
0
29
8,142
24
4,220
8,192
2,050
27
20
3,591,908
0
3,591,908
3,591,908
7,114,425
0
7,114,425
7,114,425
BENIGN
80
60,166,984
6
4
237
4,593
213
0
39.5
85.031171
2,920
0
1,148.25
1,417.910758
80.276585
0.166204
6,685,220.444
20,000,000
60,000,000
23
60,200,000
12,000,000
26,800,000
60,000,000
23
86,807
28,935.66667
49,181.27685
85,724
207
0
0
0
0
132
92
0.099722
0.066482
0
2,920
439.090909
960.730395
923,002.8909
0
0
0
1
0
0
0
0
0
483
39.5
1,148.25
132
0
0
0
0
0
0
6
237
4
4,593
8,192
946
5
20
0
0
0
0
0
0
0
0
BENIGN
53
24,027
2
2
68
100
34
34
34
0
50
50
50
0
6,992.133849
166.479377
8,009
13,865.06671
24,019
4
4
4
0
4
4
4
4
0
4
4
0
0
0
0
64
64
83.239689
83.239689
34
50
40.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
50.5
34
50
64
0
0
0
0
0
0
2
68
2
100
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
8,080
1,029,807
3
3
0
18
0
0
0
0
6
6
6
0
17.479003
5.826334
205,961.4
281,152.7211
515,080
524
1,028,984
514,492
1,630.588237
515,645
513,339
1,029,283
514,641.5
1,784.030409
515,903
513,380
0
0
0
0
92
60
2.913167
2.913167
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
80
2,979,847
2
1
0
0
0
0
0
0
0
0
0
0
0
1.006763
1,489,923.5
2,085,777.621
2,964,791
15,056
2,979,847
2,979,847
0
2,979,847
2,979,847
0
0
0
0
0
0
0
0
0
64
32
0.671175
0.335588
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
1
0
437
63
0
32
0
0
0
0
0
0
0
0
BENIGN
80
28,315
1
1
6
6
6
6
6
0
6
6
6
0
423.803638
70.63394
28,315
0
28,315
28,315
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
35.31697
35.31697
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
274
1,024
0
20
0
0
0
0
0
0
0
0
BENIGN
80
28,466
1
1
6
6
6
6
6
0
6
6
6
0
421.55554
70.259257
28,466
0
28,466
28,466
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
35.129628
35.129628
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
274
1,024
0
20
0
0
0
0
0
0
0
0
BENIGN
443
101,027,175
14
12
1,029
991
460
0
73.5
150.040379
456
0
82.583333
132.108398
19.99462
0.257356
4,041,087
13,900,000
58,500,000
1
101,000,000
7,771,321.154
18,900,000
58,600,000
1
101,000,000
9,176,957.273
20,300,000
58,600,000
1
1
0
0
0
448
384
0.138577
0.11878
0
460
76.518519
136.739047
18,697.56695
0
1
0
0
1
0
0
0
0
79.461538
73.5
82.583333
448
0
0
0
0
0
0
14
1,029
12
991
428
407
5
32
1,048,172
1,296,391.188
1,964,859
131,485
49,400,000
12,900,000
58,500,000
40,300,000
BENIGN
53
330
2
2
74
198
37
37
37
0
99
99
99
0
824,242.4242
12,121.21212
110
187.928178
327
1
1
1
0
1
1
2
2
0
2
2
0
0
0
0
40
40
6,060.606061
6,060.606061
37
99
61.8
33.958799
1,153.2
0
0
0
0
0
0
0
0
1
77.25
37
99
40
0
0
0
0
0
0
2
74
2
198
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
221
2
2
74
106
37
37
37
0
53
53
53
0
814,479.638
18,099.54751
73.666667
87.11678
171
3
47
47
0
47
47
3
3
0
3
3
0
0
0
0
40
40
9,049.773756
9,049.773756
37
53
43.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
54.25
37
53
40
0
0
0
0
0
0
2
74
2
106
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
302
2
2
70
460
35
35
35
0
230
230
230
0
1,754,966.887
13,245.03311
100.666667
133.061389
252
2
2
2
0
2
2
48
48
0
48
48
0
0
0
0
64
80
6,622.516556
6,622.516556
35
230
113
106.805899
11,407.5
0
0
0
0
0
0
0
0
1
141.25
35
230
64
0
0
0
0
0
0
2
70
2
460
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN