Datasets:
racdroid
/
cicds-2017

Dataset card Viewer Files Community
Destination Port
int64
0
65.5k
Flow Duration
int64
-13
120M
Total Fwd Packets
int64
1
220k
Total Backward Packets
int64
0
292k
Total Length of Fwd Packets
int64
0
12.9M
Total Length of Bwd Packets
int64
0
655M
Fwd Packet Length Max
int64
0
24.8k
Fwd Packet Length Min
int64
0
2.33k
Fwd Packet Length Mean
float64
0
5.94k
Fwd Packet Length Std
float64
0
7.13k
Bwd Packet Length Max
int64
0
19.5k
Bwd Packet Length Min
int64
0
2.9k
Bwd Packet Length Mean
float64
0
5.8k
Bwd Packet Length Std
float64
0
8.19k
Flow Bytes/s
float64
-261,000,000
2.07B
Flow Packets/s
float64
-2,000,000
4M
Flow IAT Mean
float64
-13
120M
Flow IAT Std
float64
0
84.8M
Flow IAT Max
int64
-13
120M
Flow IAT Min
int64
-14
120M
Fwd IAT Total
int64
0
120M
Fwd IAT Mean
float64
0
120M
Fwd IAT Std
float64
0
84.6M
Fwd IAT Max
int64
0
120M
Fwd IAT Min
int64
-12
120M
Bwd IAT Total
int64
0
120M
Bwd IAT Mean
float64
0
120M
Bwd IAT Std
float64
0
84.4M
Bwd IAT Max
int64
0
120M
Bwd IAT Min
int64
0
120M
Fwd PSH Flags
int64
0
1
Fwd Header Length
int64
-32,212,234,632
4.64M
Bwd Header Length
int64
-1,073,741,320
5.84M
Fwd Packets/s
float64
0
3M
Bwd Packets/s
float64
0
2M
Min Packet Length
int64
0
1.45k
Max Packet Length
int64
0
24.8k
Packet Length Mean
float64
0
3.34k
Packet Length Std
float64
0
4.73k
Packet Length Variance
float64
0
22.4M
FIN Flag Count
int64
0
1
SYN Flag Count
int64
0
1
PSH Flag Count
int64
0
1
ACK Flag Count
int64
0
1
URG Flag Count
int64
0
1
Down/Up Ratio
int64
0
156
Average Packet Size
float64
0
3.89k
Avg Fwd Segment Size
float64
0
5.94k
Avg Bwd Segment Size
float64
0
5.8k
Fwd Header Length.1
int64
-32,212,234,632
4.64M
Subflow Fwd Packets
int64
1
220k
Subflow Fwd Bytes
int64
0
12.9M
Subflow Bwd Packets
int64
0
292k
Subflow Bwd Bytes
int64
0
655M
Init_Win_bytes_forward
int64
-1
65.5k
Init_Win_bytes_backward
int64
-1
65.5k
act_data_pkt_fwd
int64
0
214k
min_seg_size_forward
int64
-536,870,661
138
Active Mean
float64
0
110M
Active Std
float64
0
74.2M
Active Max
int64
0
110M
Active Min
int64
0
110M
Idle Mean
float64
0
120M
Idle Std
float64
0
76.9M
Idle Max
int64
0
120M
Idle Min
int64
0
120M
Label
stringclasses
15 values
51,339
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
32
32
17,543.85965
17,543.85965
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
290
266
0
32
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
2,000,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
40,816.32653
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
41,666.66667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
41,666.66667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
52,868
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
64
0
666,666.6667
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
118
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
24
2
2
12
31
6
6
6
0
31
0
15.5
21.92031
1,791,666.667
166,666.6667
8
6.244998
13
1
1
1
0
1
1
10
10
0
10
10
0
40
64
83,333.33333
83,333.33333
0
31
9.8
12.132601
147.2
1
0
0
0
0
1
12.25
6
15.5
40
2
12
2
31
0
61
1
20
0
0
0
0
0
0
0
0
BENIGN
53,138
46
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
673,913.0435
43,478.26087
46
0
46
46
46
46
0
46
46
0
0
0
0
0
1
64
0
43,478.26087
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,130
48
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
645,833.3333
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
1
64
0
41,666.66667
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,159
2
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
15,500,000
1,000,000
2
0
2
2
2
2
0
2
2
0
0
0
0
0
1
64
0
1,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,135
275
2
1
31
6
31
0
15.5
21.92031
6
6
6
0
134,545.4545
10,909.09091
137.5
58.689863
179
96
275
275
0
275
275
0
0
0
0
0
1
64
20
7,272.727273
3,636.363636
0
31
17
16.350331
267.333333
0
1
0
1
0
0
22.666667
15.5
6
64
2
31
1
6
61
0
0
32
0
0
0
0
0
0
0
0
BENIGN
53,148
1
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
31,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
64
0
2,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,143
1
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
31,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
64
0
2,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
45,285
8,955
2
0
0
0
0
0
0
0
0
0
0
0
0
223.338917
8,955
0
8,955
8,955
8,955
8,955
0
8,955
8,955
0
0
0
0
0
0
64
0
223.338917
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
227
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,140
227
2
1
31
6
31
0
15.5
21.92031
6
6
6
0
162,995.5947
13,215.85903
113.5
86.974134
175
52
227
227
0
227
227
0
0
0
0
0
1
64
20
8,810.572687
4,405.286344
0
31
17
16.350331
267.333333
0
1
0
1
0
0
22.666667
15.5
6
64
2
31
1
6
61
0
0
32
0
0
0
0
0
0
0
0
BENIGN
443
118,402
22
28
1,169
45,025
570
0
53.136364
159.408817
2,896
0
1,608.035714
902.027366
390,145.4367
422.290164
2,416.367347
6,857.064744
23,135
3
118,402
5,638.190476
9,847.89651
23,747
37
95,243
3,527.518519
8,186.294242
23,985
3
0
712
904
185.807672
236.482492
0
2,896
905.764706
1,030.779367
1,062,506.104
0
0
1
0
0
1
923.88
53.136364
1,608.035714
712
22
1,169
28
45,025
29,200
61
4
32
0
0
0
0
0
0
0
0
BENIGN
43,254
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
64
0
500,000
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
114
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
43,256
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
64
0
666,666.6667
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
114
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
235
3
0
65
0
53
6
21.666667
27.135463
0
0
0
0
276,595.7447
12,765.95745
117.5
96.873629
186
49
235
117.5
96.873629
186
49
0
0
0
0
0
0
60
0
12,765.95745
0
6
53
17.75
23.5
552.25
0
0
0
1
0
0
23.666667
21.666667
0
60
3
65
0
0
63,110
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
443
115,151,705
56
28
22,924
9,548
821
0
409.357143
413.081125
341
341
341
0
281.993219
0.729472
1,387,369.94
2,214,644.854
5,006,836
27
115,000,000
2,093,667.364
2,437,611.248
5,006,836
1,227
115,000,000
4,263,129.407
1,791,284.793
5,054,131
48,028
1
1,792
896
0.486315
0.243157
0
821
391.682353
339.093898
114,984.6717
0
1
0
1
0
0
396.345238
409.357143
341
1,792
56
22,924
28
9,548
959
242
27
32
110,000,000
0
110,000,000
110,000,000
5,006,836
0
5,006,836
5,006,836
BENIGN
53
806,606
1
1
56
72
56
56
56
0
72
72
72
0
158.689621
2.479525
806,606
0
806,606
806,606
0
0
0
0
0
0
0
0
0
0
0
32
20
1.239763
1.239763
56
72
61.333333
9.237604
85.333333
0
0
0
0
0
1
92
56
72
32
1
56
1
72
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
123
16,886
1
1
48
48
48
48
48
0
48
48
48
0
5,685.182992
118.441312
16,886
0
16,886
16,886
0
0
0
0
0
0
0
0
0
0
0
32
20
59.220656
59.220656
48
48
48
0
0
0
0
0
0
0
1
72
48
48
32
1
48
1
48
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
23,555
1
1
79
207
79
79
79
0
207
207
207
0
12,141.7958
84.907663
23,555
0
23,555
23,555
0
0
0
0
0
0
0
0
0
0
0
20
20
42.453831
42.453831
79
207
121.666667
73.900834
5,461.333333
0
0
0
0
0
1
182.5
79
207
20
1
79
1
207
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
2,000,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
2,000,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
11
2
0
12
0
6
6
6
0
0
0
0
0
1,090,909.091
181,818.1818
11
0
11
11
11
11
0
11
11
0
0
0
0
0
0
40
0
181,818.1818
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
46,425
189
1
1
0
0
0
0
0
0
0
0
0
0
0
10,582.01058
189
0
189
189
0
0
0
0
0
0
0
0
0
0
0
32
32
5,291.005291
5,291.005291
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
381
1,097
0
32
0
0
0
0
0
0
0
0
BENIGN
8,080
997,150
3
3
0
18
0
0
0
0
6
6
6
0
18.051447
6.017149
199,430
272,482.6496
498,800
381
996,614
498,307
1,255.821643
499,195
497,419
996,769
498,384.5
1,345.624205
499,336
497,433
0
92
60
3.008574
3.008574
0
6
2.571429
3.207135
10.285714
0
0
1
0
0
1
3
0
6
92
3
0
3
18
8,192
0
0
28
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
37,425
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
32
32
18,181.81818
18,181.81818
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
130
328
0
32
0
0
0
0
0
0
0
0
BENIGN
46,493
16
1
1
0
0
0
0
0
0
0
0
0
0
0
125,000
16
0
16
16
0
0
0
0
0
0
0
0
0
0
0
32
32
62,500
62,500
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
352
282
0
32
0
0
0
0
0
0
0
0
BENIGN
58,721
59
1
1
0
0
0
0
0
0
0
0
0
0
0
33,898.30508
59
0
59
59
0
0
0
0
0
0
0
0
0
0
0
32
32
16,949.15254
16,949.15254
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
371
275
0
32
0
0
0
0
0
0
0
0
BENIGN
45,286
26
1
1
0
0
0
0
0
0
0
0
0
0
0
76,923.07692
26
0
26
26
0
0
0
0
0
0
0
0
0
0
0
32
32
38,461.53846
38,461.53846
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
227
229
0
32
0
0
0
0
0
0
0
0
BENIGN
443
142,544
46
56
1,331
108,751
570
0
28.934783
111.37632
4,344
0
1,941.982143
962.525173
772,266.8088
715.568526
1,411.326733
5,193.236918
23,295
0
142,489
3,166.422222
7,555.052531
23,646
1
119,633
2,175.145455
6,364.828389
24,128
1
0
1,156
1,800
322.707375
392.861152
0
4,344
1,068.757282
1,192.679028
1,422,483.264
0
0
1
0
0
1
1,079.235294
28.934783
1,941.982143
1,156
46
1,331
56
108,751
29,200
61
31
20
0
0
0
0
0
0
0
0
BENIGN
37,636
28
1
1
0
0
0
0
0
0
0
0
0
0
0
71,428.57143
28
0
28
28
0
0
0
0
0
0
0
0
0
0
0
32
32
35,714.28571
35,714.28571
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
397
358
0
32
0
0
0
0
0
0
0
0
BENIGN
58,675
26
1
1
0
0
0
0
0
0
0
0
0
0
0
76,923.07692
26
0
26
26
0
0
0
0
0
0
0
0
0
0
0
32
32
38,461.53846
38,461.53846
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
384
539
0
32
0
0
0
0
0
0
0
0
BENIGN
53
285
2
2
90
206
45
45
45
0
103
103
103
0
1,038,596.491
14,035.08772
95
161.083829
281
1
1
1
0
1
1
3
3
0
3
3
0
64
64
7,017.54386
7,017.54386
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
1
85.25
45
103
64
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
58,380
28
1
1
0
0
0
0
0
0
0
0
0
0
0
71,428.57143
28
0
28
28
0
0
0
0
0
0
0
0
0
0
0
32
32
35,714.28571
35,714.28571
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
360
333
0
32
0
0
0
0
0
0
0
0
BENIGN
37,547
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
32
32
13,513.51351
13,513.51351
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
507
1,743
0
32
0
0
0
0
0
0
0
0
BENIGN
443
143,150
53
62
1,349
115,977
570
0
25.45283
104.005837
4,344
0
1,870.596774
880.175755
819,601.8163
803.353126
1,255.701754
4,893.295389
23,158
1
143,150
2,752.884615
7,116.949425
23,879
2
119,956
1,966.491803
6,018.133059
23,834
1
0
1,344
1,992
370.241006
433.11212
0
4,344
1,011.431034
1,127.263506
1,270,723.013
0
0
1
0
0
1
1,020.226087
25.45283
1,870.596774
1,344
53
1,349
62
115,977
29,200
61
34
20
0
0
0
0
0
0
0
0
BENIGN
46,596
42
3
1
31
6
31
0
10.333333
17.897858
6
6
6
0
880,952.381
95,238.09524
14
20.808652
38
1
4
2
1.414214
3
1
0
0
0
0
0
0
96
20
71,428.57143
23,809.52381
0
31
7.4
13.446189
180.8
0
0
0
1
0
0
9.25
10.333333
6
96
3
31
1
6
31
0
1
32
0
0
0
0
0
0
0
0
BENIGN
53
24,152
2
2
66
534
33
33
33
0
267
267
267
0
24,842.66313
165.617754
8,050.666667
13,938.10153
24,145
3
4
4
0
4
4
3
3
0
3
3
0
40
40
82.808877
82.808877
33
267
126.6
128.167079
16,426.8
0
0
0
0
0
1
158.25
33
267
40
2
66
2
534
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
23,478
22
26
132
53,576
6
6
6
0
4,344
0
2,060.615385
1,170.863718
2,287,588.381
2,044.467161
499.531915
2,748.765279
18,938
1
23,368
1,112.761905
4,129.226803
19,131
1
23,277
931.08
3,751.849832
18,938
1
0
440
832
937.047449
1,107.419712
0
4,344
1,096.204082
1,336.911069
1,787,331.207
1
0
0
0
0
1
1,119.041667
6
2,060.615385
440
22
132
26
53,576
0
61
21
20
0
0
0
0
0
0
0
0
BENIGN
53
807,027
2
2
90
122
45
45
45
0
61
61
61
0
262.692574
4.956464
269,009
465,930.3275
807,019
4
4
4
0
4
4
4
4
0
4
4
0
64
40
2.478232
2.478232
45
61
51.4
8.763561
76.8
0
0
0
0
0
1
64.25
45
61
64
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
8,080
1,045,090
3
3
0
18
0
0
0
0
6
6
6
0
17.223397
5.741132
209,018
285,570.7295
530,760
481
1,044,609
522,304.5
12,679.13169
531,270
513,339
1,044,526
522,263
12,696.80936
531,241
513,285
0
92
60
2.870566
2.870566
0
6
2.571429
3.207135
10.285714
0
0
1
0
0
1
3
0
6
92
3
0
3
18
8,192
0
0
28
0
0
0
0
0
0
0
0
BENIGN
53
233
2
2
136
392
68
68
68
0
196
196
196
0
2,266,094.421
17,167.38197
77.666667
128.461408
226
3
4
4
0
4
4
3
3
0
3
3
0
40
40
8,583.690987
8,583.690987
68
196
119.2
70.108487
4,915.2
0
0
0
0
0
1
149
68
196
40
2
136
2
392
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53,178
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
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
51,946
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
96
0
750,000
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
96
3
0
0
0
675
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,179
2
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
15,500,000
1,000,000
2
0
2
2
2
2
0
2
2
0
0
0
0
0
1
64
0
1,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,174
1
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
31,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
64
0
2,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,170
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
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,177
1
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
31,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
64
0
2,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,176
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
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
146
2
0
0
0
0
0
0
0
0
0
0
0
0
13,698.63014
146
0
146
146
146
146
0
146
146
0
0
0
0
0
0
64
0
13,698.63014
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
613
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,173
1
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
31,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
1
64
0
2,000,000
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
98
2
0
0
0
0
0
0
0
0
0
0
0
0
20,408.16327
98
0
98
98
98
98
0
98
98
0
0
0
0
0
0
64
0
20,408.16327
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
533
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53,169
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
64
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
1
0
0
31
15.5
0
64
2
31
0
0
61
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
38,879
16
3
0
31
0
31
0
10.333333
17.897858
0
0
0
0
1,937,500
187,500
8
7.071068
13
3
16
8
7.071068
13
3
0
0
0
0
0
0
96
0
187,500
0
0
31
7.75
15.5
240.25
0
0
0
1
0
0
10.333333
10.333333
0
96
3
31
0
0
110
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
125,278
28
53
1,169
98,601
570
0
41.75
142.327901
4,344
0
1,860.396226
952.923444
796,388.8312
646.562046
1,565.975
5,452.721959
23,277
1
125,278
4,639.925926
8,862.027216
23,904
19
100,497
1,932.634615
6,099.74455
24,406
1
0
904
1,704
223.50293
423.059117
0
4,344
1,216.707317
1,164.607023
1,356,309.518
0
0
1
0
0
1
1,231.728395
41.75
1,860.396226
904
28
1,169
53
98,601
29,200
61
4
32
0
0
0
0
0
0
0
0
BENIGN
443
161
2
0
0
0
0
0
0
0
0
0
0
0
0
12,422.36025
161
0
161
161
161
161
0
161
161
0
0
0
0
0
0
64
0
12,422.36025
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
1,909
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
110,299,729
16
14
2,152
1,473
538
0
134.5
240.600914
369
0
105.214286
172.63843
32.864995
0.271986
3,803,438.931
4,924,691.559
10,000,000
51
110,000,000
7,351,764.6
4,560,085.002
10,000,000
24,370
110,000,000
8,479,971
3,753,177.374
10,100,000
949
1
512
448
0.145059
0.126927
0
538
134.290323
218.372952
47,686.74624
0
1
0
1
0
0
138.766667
134.5
105.214286
512
16
2,152
14
1,473
459
78
3
32
31,681.18182
24,983.69189
106,767
23,202
9,993,452.364
43,097.07428
10,000,000
9,907,673
BENIGN
53
23,594
1
1
52
116
52
52
52
0
116
116
116
0
7,120.454353
84.767314
23,594
0
23,594
23,594
0
0
0
0
0
0
0
0
0
0
0
20
20
42.383657
42.383657
52
116
73.333333
36.950417
1,365.333333
0
0
0
0
0
1
110
52
116
20
1
52
1
116
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
50,588
1
1
52
116
52
52
52
0
116
116
116
0
3,320.945679
39.535068
50,588
0
50,588
50,588
0
0
0
0
0
0
0
0
0
0
0
20
20
19.767534
19.767534
52
116
73.333333
36.950417
1,365.333333
0
0
0
0
0
1
110
52
116
20
1
52
1
116
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
123
16,231
1
1
48
48
48
48
48
0
48
48
48
0
5,914.607849
123.220997
16,231
0
16,231
16,231
0
0
0
0
0
0
0
0
0
0
0
32
32
61.610498
61.610498
48
48
48
0
0
0
0
0
0
0
1
72
48
48
32
1
48
1
48
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
50,677
1
1
52
113
52
52
52
0
113
113
113
0
3,255.914912
39.465635
50,677
0
50,677
50,677
0
0
0
0
0
0
0
0
0
0
0
20
20
19.732818
19.732818
52
113
72.333333
35.218366
1,240.333333
0
0
0
0
0
1
108.5
52
113
20
1
52
1
113
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
443
93,943
1
1
0
0
0
0
0
0
0
0
0
0
0
21.289505
93,943
0
93,943
93,943
0
0
0
0
0
0
0
0
0
0
0
32
32
10.644753
10.644753
0
0
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
650
63
0
32
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
2,000,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
142,676
48
59
1,319
104,393
570
0
27.479167
109.194924
2,896
0
1,769.372881
804.719375
740,923.491
749.950938
1,346
5,079.538565
23,144
1
142,676
3,035.659574
7,454.27918
23,825
1
119,532
2,060.896552
6,181.167802
23,940
1
0
1,244
1,896
336.426589
413.524349
0
2,896
978.814815
1,056.327496
1,115,827.778
0
0
1
0
0
1
987.962617
27.479167
1,769.372881
1,244
48
1,319
59
104,393
29,200
61
29
20
0
0
0
0
0
0
0
0
BENIGN
443
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
40
0
666,666.6667
0
6
6
6
0
0
1
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
24,082
4
2
124
264
31
31
31
0
132
132
132
0
16,111.61864
249.148742
4,816.4
9,459.058029
21,637
3
21,643
7,214.333333
12,490.39572
21,637
3
47
47
0
47
47
0
104
40
166.099161
83.049581
31
132
59.857143
49.282954
2,428.809524
0
0
0
0
0
0
69.833333
31
132
104
4
124
2
264
-1
-1
3
20
0
0
0
0
0
0
0
0
BENIGN
41,830
9,559
51
50
112,944
300
4,344
0
2,214.588235
836.986145
6
6
6
0
11,800,000
10,565.95878
95.59
72.765306
306
2
9,559
191.18
56.762912
383
2
9,446
192.77551
86.824839
306
2
0
1,632
1,000
5,335.286118
5,230.672665
0
4,344
1,124.431373
1,251.877659
1,567,197.673
0
0
0
1
0
0
1,135.564356
2,214.588235
6
1,632
51
112,944
50
300
61
0
49
32
0
0
0
0
0
0
0
0
BENIGN
53
51,072
2
2
72
268
36
36
36
0
134
134
134
0
6,657.26817
78.320802
17,024
29,481.2368
51,066
3
3
3
0
3
3
3
3
0
3
3
0
40
40
39.160401
39.160401
36
134
75.2
53.676811
2,881.2
0
0
0
0
0
1
94
36
134
40
2
72
2
268
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53,904
108,464
2
1
0
0
0
0
0
0
0
0
0
0
0
27.658947
54,232
76,623.50502
108,413
51
108,464
108,464
0
108,464
108,464
0
0
0
0
0
0
64
32
18.439298
9.219649
0
0
0
0
0
0
0
0
1
1
0
0
0
0
64
2
0
1
0
63
610
0
32
0
0
0
0
0
0
0
0
BENIGN
53
51,223
2
2
72
140
36
36
36
0
70
70
70
0
4,138.765789
78.089921
17,074.33333
29,521.6568
51,163
12
12
12
0
12
12
48
48
0
48
48
0
40
40
39.04496
39.04496
36
70
49.6
18.622567
346.8
0
0
0
0
0
1
62
36
70
40
2
72
2
140
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
201
2
2
82
210
41
41
41
0
105
105
105
0
1,452,736.318
19,900.49751
67
76
151
3
3
3
0
3
3
47
47
0
47
47
0
40
40
9,950.248756
9,950.248756
41
105
66.6
35.054244
1,228.8
0
0
0
0
0
1
83.25
41
105
40
2
82
2
210
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
154,946
48
56
1,325
101,497
570
0
27.604167
109.166229
4,344
0
1,812.446429
879.100013
663,598.9312
671.20158
1,504.330097
5,289.528044
23,598
1
154,911
3,295.978723
7,588.191549
24,520
48
131,787
2,396.127273
7,280.159906
36,146
1
0
1,232
1,800
309.785345
361.416235
0
4,344
979.257143
1,102.315352
1,215,099.135
0
0
1
0
0
1
988.673077
27.604167
1,812.446429
1,232
48
1,325
56
101,497
29,200
61
30
20
0
0
0
0
0
0
0
0
BENIGN
57,679
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
40
0
666,666.6667
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
254
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,672
459
2
0
12
0
6
6
6
0
0
0
0
0
26,143.79085
4,357.298475
459
0
459
459
459
459
0
459
459
0
0
0
0
0
0
40
0
4,357.298475
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
262
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,671
45
2
0
12
0
6
6
6
0
0
0
0
0
266,666.6667
44,444.44444
45
0
45
45
45
45
0
45
45
0
0
0
0
0
0
40
0
44,444.44444
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
262
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,676
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
40
0
500,000
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
262
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,675
207
2
0
12
0
6
6
6
0
0
0
0
0
57,971.01449
9,661.835749
207
0
207
207
207
207
0
207
207
0
0
0
0
0
0
40
0
9,661.835749
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
262
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,667
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
60
0
750,000
0
6
31
12.25
12.5
156.25
0
0
0
1
0
0
16.333333
14.333333
0
60
3
43
0
0
64
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
57,668
49
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
877,551.0204
61,224.4898
24.5
33.234019
48
1
49
24.5
33.234019
48
1
0
0
0
0
0
0
60
0
61,224.4898
0
6
31
12.25
12.5
156.25
0
0
0
1
0
0
16.333333
14.333333
0
60
3
43
0
0
64
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
57,677
680
2
0
12
0
6
6
6
0
0
0
0
0
17,647.05882
2,941.176471
680
0
680
680
680
680
0
680
680
0
0
0
0
0
0
40
0
2,941.176471
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
262
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
57,661
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
40
0
2,000,000
0
6
6
6
0
0
0
0
0
1
0
0
9
6
0
40
2
12
0
0
329
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
10
1
3
6
43
6
6
6
0
31
6
14.333333
14.433757
4,900,000
400,000
3.333333
2.081666
5
1
0
0
0
0
0
5
2.5
2.12132
4
1
0
20
60
100,000
300,000
6
31
11
11.18034
125
1
0
0
1
0
3
13.75
6
14.333333
20
1
6
3
43
0
66
0
20
0
0
0
0
0
0
0
0
BENIGN
57,663
225
3
0
43
0
31
6
14.333333
14.433757
0
0
0
0
191,111.1111
13,333.33333
112.5
157.684812
224
1
225
112.5
157.684812
224
1
0
0
0
0
0
0
60
0
13,333.33333
0
6
31
12.25
12.5
156.25
0
0
0
1
0
0
16.333333
14.333333
0
60
3
43
0
0
70
-1
2
20
0
0
0
0
0
0
0
0
BENIGN