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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0
0
0
0
0
0
0
BENIGN
53
23,981
1
1
56
72
56
56
56
0
72
72
72
0
5,337.558901
83.399358
23,981
0
23,981
23,981
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
41.699679
41.699679
56
72
61.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
92
56
72
32
0
0
0
0
0
0
1
56
1
72
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
679
1
1
50
115
50
50
50
0
115
115
115
0
243,004.4183
2,945.5081
679
0
679
679
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
1,472.75405
1,472.75405
50
115
71.666667
37.527768
1,408.333333
0
0
0
0
0
0
0
0
1
107.5
50
115
20
0
0
0
0
0
0
1
50
1
115
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,183
1
1
46
124
46
46
46
0
124
124
124
0
7,332.959496
86.270112
23,183
0
23,183
23,183
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
43.135056
43.135056
46
124
72
45.033321
2,028
0
0
0
0
0
0
0
0
1
108
46
124
20
0
0
0
0
0
0
1
46
1
124
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
49,577,793
2
2
104
176
53
51
52
1.414214
109
67
88
29.698485
5.64769
0.080681
16,500,000
28,500,000
49,500,000
59,911
49,500,000
49,500,000
0
49,500,000
49,500,000
49,500,000
49,500,000
0
49,500,000
49,500,000
0
0
0
0
80
64
0.040341
0.040341
51
109
66.2
24.84351
617.2
0
0
0
0
0
0
0
0
1
82.75
52
88
80
0
0
0
0
0
0
2
104
2
176
-1
-1
1
40
61,007
0
61,007
61,007
49,500,000
0
49,500,000
49,500,000
BENIGN
53
46,296
1
1
46
233
46
46
46
0
233
233
233
0
6,026.438569
43.200276
46,296
0
46,296
46,296
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
21.600138
21.600138
46
233
108.333333
107.9645
11,656.33333
0
0
0
0
0
0
0
0
1
162.5
46
233
32
0
0
0
0
0
0
1
46
1
233
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
59,612
1
1
46
142
46
46
46
0
142
142
142
0
3,153.727437
33.550292
59,612
0
59,612
59,612
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16.775146
16.775146
46
142
78
55.425626
3,072
0
0
0
0
0
0
0
0
1
117
46
142
32
0
0
0
0
0
0
1
46
1
142
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
23,502
1
1
52
68
52
52
52
0
68
68
68
0
5,105.94843
85.099141
23,502
0
23,502
23,502
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
42.54957
42.54957
52
68
57.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
86
52
68
32
0
0
0
0
0
0
1
52
1
68
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
49,306
1
1
50
91
50
50
50
0
91
91
91
0
2,859.692532
40.563015
49,306
0
49,306
49,306
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
20.281507
20.281507
50
91
63.666667
23.671361
560.333333
0
0
0
0
0
0
0
0
1
95.5
50
91
20
0
0
0
0
0
0
1
50
1
91
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
47,466
1
1
46
130
46
46
46
0
130
130
130
0
3,707.917246
42.135423
47,466
0
47,466
47,466
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
21.067712
21.067712
46
130
74
48.497423
2,352
0
0
0
0
0
0
0
0
1
111
46
130
20
0
0
0
0
0
0
1
46
1
130
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,365
1
1
39
117
39
39
39
0
117
117
117
0
6,676.653114
85.598117
23,365
0
23,365
23,365
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
42.799058
42.799058
39
117
65
45.033321
2,028
0
0
0
0
0
0
0
0
1
97.5
39
117
20
0
0
0
0
0
0
1
39
1
117
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,184
1
1
52
117
52
52
52
0
117
117
117
0
7,289.510007
86.266391
23,184
0
23,184
23,184
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
43.133195
43.133195
52
117
73.666667
37.527768
1,408.333333
0
0
0
0
0
0
0
0
1
110.5
52
117
32
0
0
0
0
0
0
1
52
1
117
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
47,593
1
1
46
94
46
46
46
0
94
94
94
0
2,941.60906
42.022987
47,593
0
47,593
47,593
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
21.011493
21.011493
46
94
62
27.712813
768
0
0
0
0
0
0
0
0
1
93
46
94
20
0
0
0
0
0
0
1
46
1
94
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
100,696
1
1
56
174
56
56
56
0
174
174
174
0
2,284.102646
19.861762
100,696
0
100,696
100,696
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
9.930881
9.930881
56
174
95.333333
68.127332
4,641.333333
0
0
0
0
0
0
0
0
1
143
56
174
20
0
0
0
0
0
0
1
56
1
174
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,539
1
1
39
167
39
39
39
0
167
167
167
0
8,751.433791
84.965377
23,539
0
23,539
23,539
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
42.482688
42.482688
39
167
81.666667
73.900834
5,461.333333
0
0
0
0
0
0
0
0
1
122.5
39
167
20
0
0
0
0
0
0
1
39
1
167
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
80,761,879
2
2
111
195
62
49
55.5
9.192388
105
90
97.5
10.606602
3.788916
0.049528
26,900,000
46,500,000
80,700,000
50,168
80,700,000
80,700,000
0
80,700,000
80,700,000
80,700,000
80,700,000
0
80,700,000
80,700,000
0
0
0
0
52
52
0.024764
0.024764
49
105
71
25.32785
641.5
0
0
0
0
0
0
0
0
1
88.75
55.5
97.5
52
0
0
0
0
0
0
2
111
2
195
-1
-1
1
20
59,412
0
59,412
59,412
80,700,000
0
80,700,000
80,700,000
BENIGN
53
46,633,606
2
2
101
203
59
42
50.5
12.020815
128
75
101.5
37.476659
6.518904
0.085775
15,500,000
26,800,000
46,500,000
46,331
46,600,000
46,600,000
0
46,600,000
46,600,000
46,600,000
46,600,000
0
46,600,000
46,600,000
0
0
0
0
64
52
0.042888
0.042888
42
128
69.2
35.618815
1,268.7
0
0
0
0
0
0
0
0
1
86.5
50.5
101.5
64
0
0
0
0
0
0
2
101
2
203
-1
-1
1
32
46,331
0
46,331
46,331
46,500,000
0
46,500,000
46,500,000
BENIGN
53
23,484
1
1
52
68
52
52
52
0
68
68
68
0
5,109.862034
85.164367
23,484
0
23,484
23,484
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
42.582184
42.582184
52
68
57.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
86
52
68
32
0
0
0
0
0
0
1
52
1
68
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
88,178,949
2
2
105
279
62
43
52.5
13.435029
167
112
139.5
38.890873
4.354781
0.045362
29,400,000
50,800,000
88,100,000
23,411
88,100,000
88,100,000
0
88,100,000
88,100,000
88,200,000
88,200,000
0
88,200,000
88,200,000
0
0
0
0
64
52
0.022681
0.022681
43
167
89.2
50.464839
2,546.7
0
0
0
0
0
0
0
0
1
111.5
52.5
139.5
64
0
0
0
0
0
0
2
105
2
279
-1
-1
1
32
23,411
0
23,411
23,411
88,100,000
0
88,100,000
88,100,000
BENIGN
53
69,202
1
1
47
143
47
47
47
0
143
143
143
0
2,745.585388
28.900899
69,202
0
69,202
69,202
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14.450449
14.450449
47
143
79
55.425626
3,072
0
0
0
0
0
0
0
0
1
118.5
47
143
20
0
0
0
0
0
0
1
47
1
143
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
68,994
1
1
56
164
56
56
56
0
164
164
164
0
3,188.683074
28.988028
68,994
0
68,994
68,994
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14.494014
14.494014
56
164
92
62.353829
3,888
0
0
0
0
0
0
0
0
1
138
56
164
20
0
0
0
0
0
0
1
56
1
164
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
58,985
1
1
49
106
49
49
49
0
106
106
106
0
2,627.786725
33.906925
58,985
0
58,985
58,985
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.953463
16.953463
49
106
68
32.908965
1,083
0
0
0
0
0
0
0
0
1
102
49
106
20
0
0
0
0
0
0
1
49
1
106
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
11,214,353
2
2
95
334
55
40
47.5
10.606602
183
151
167
22.627417
38.254548
0.356686
3,738,117.667
6,211,569.861
10,900,000
60,784
11,000,000
11,000,000
0
11,000,000
11,000,000
11,200,000
11,200,000
0
11,200,000
11,200,000
0
0
0
0
60
52
0.178343
0.178343
40
183
96.8
65.362069
4,272.2
0
0
0
0
0
0
0
0
1
121
47.5
167
60
0
0
0
0
0
0
2
95
2
334
-1
-1
1
20
60,784
0
60,784
60,784
10,900,000
0
10,900,000
10,900,000
BENIGN
53
61,221
1
1
47
103
47
47
47
0
103
103
103
0
2,450.139658
32.668529
61,221
0
61,221
61,221
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.334264
16.334264
47
103
65.666667
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
98.5
47
103
20
0
0
0
0
0
0
1
47
1
103
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
59,528
1
1
46
94
46
46
46
0
94
94
94
0
2,351.834431
33.597635
59,528
0
59,528
59,528
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.798817
16.798817
46
94
62
27.712813
768
0
0
0
0
0
0
0
0
1
93
46
94
20
0
0
0
0
0
0
1
46
1
94
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
60,981
1
1
47
79
47
47
47
0
79
79
79
0
2,066.217346
32.797101
60,981
0
60,981
60,981
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.39855
16.39855
47
79
57.666667
18.475209
341.333333
0
0
0
0
0
0
0
0
1
86.5
47
79
20
0
0
0
0
0
0
1
47
1
79
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
45,801,809
2
2
161
371
81
80
80.5
0.707107
209
162
185.5
33.234019
11.615262
0.087333
15,300,000
26,400,000
45,700,000
23,420
45,800,000
45,800,000
0
45,800,000
45,800,000
45,800,000
45,800,000
0
45,800,000
45,800,000
0
0
0
0
52
60
0.043666
0.043666
80
209
122.6
59.777086
3,573.3
0
0
0
0
0
0
0
0
1
153.25
80.5
185.5
52
0
0
0
0
0
0
2
161
2
371
-1
-1
1
20
23,420
0
23,420
23,420
45,700,000
0
45,700,000
45,700,000
BENIGN
53
161,240
1
1
51
111
51
51
51
0
111
111
111
0
1,004.713471
12.40387
161,240
0
161,240
161,240
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
6.201935
6.201935
51
111
71
34.641016
1,200
0
0
0
0
0
0
0
0
1
106.5
51
111
20
0
0
0
0
0
0
1
51
1
111
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,626
1
1
73
135
73
73
73
0
135
135
135
0
8,803.860154
84.652501
23,626
0
23,626
23,626
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
42.326251
42.326251
73
135
93.666667
35.795717
1,281.333333
0
0
0
0
0
0
0
0
1
140.5
73
135
20
0
0
0
0
0
0
1
73
1
135
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
46,958
1
1
44
122
44
44
44
0
122
122
122
0
3,535.073896
42.591252
46,958
0
46,958
46,958
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
32
21.295626
21.295626
44
122
70
45.033321
2,028
0
0
0
0
0
0
0
0
1
105
44
122
40
0
0
0
0
0
0
1
44
1
122
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
100,328
1
1
56
156
56
56
56
0
156
156
156
0
2,113.069133
19.934614
100,328
0
100,328
100,328
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
9.967307
9.967307
56
156
89.333333
57.735027
3,333.333333
0
0
0
0
0
0
0
0
1
134
56
156
20
0
0
0
0
0
0
1
56
1
156
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
386,099
1
1
42
123
42
42
42
0
123
123
123
0
427.351534
5.180019
386,099
0
386,099
386,099
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
2.590009
2.590009
42
123
69
46.765372
2,187
0
0
0
0
0
0
0
0
1
103.5
42
123
20
0
0
0
0
0
0
1
42
1
123
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,346
1
1
81
209
81
81
81
0
209
209
209
0
12,421.82815
85.66778
23,346
0
23,346
23,346
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
42.83389
42.83389
81
209
123.666667
73.900834
5,461.333333
0
0
0
0
0
0
0
0
1
185.5
81
209
20
0
0
0
0
0
0
1
81
1
209
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,348
1
1
44
60
44
44
44
0
60
60
60
0
4,454.342984
85.660442
23,348
0
23,348
23,348
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
40
42.830221
42.830221
44
60
49.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
74
44
60
20
0
0
0
0
0
0
1
44
1
60
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
47,946
1
1
81
163
81
81
81
0
163
163
163
0
5,089.058524
41.713594
47,946
0
47,946
47,946
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20.856797
20.856797
81
163
108.333333
47.342722
2,241.333333
0
0
0
0
0
0
0
0
1
162.5
81
163
32
0
0
0
0
0
0
1
81
1
163
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
85,018,123
3
3
148
367
56
45
49.333333
5.859465
142
108
122.333333
17.61628
6.057532
0.070573
17,000,000
34,200,000
78,100,000
25,281
85,000,000
42,500,000
51,500,000
78,900,000
6,110,104
84,200,000
42,100,000
51,100,000
78,200,000
6,015,055
0
0
0
0
84
60
0.035287
0.035287
45
142
80
41.052812
1,685.333333
0
0
0
0
0
0
0
0
1
93.333333
49.333333
122.333333
84
0
0
0
0
0
0
3
148
3
367
-1
-1
2
20
447,115
462,143.779
773,900
120,330
42,000,000
51,000,000
78,100,000
5,989,774
BENIGN
53
23,634
1
1
45
109
45
45
45
0
109
109
109
0
6,516.036219
84.623847
23,634
0
23,634
23,634
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
42.311924
42.311924
45
109
66.333333
36.950417
1,365.333333
0
0
0
0
0
0
0
0
1
99.5
45
109
32
0
0
0
0
0
0
1
45
1
109
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
62,151
1
1
58
124
58
58
58
0
124
124
124
0
2,928.351917
32.179691
62,151
0
62,151
62,151
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
40
16.089846
16.089846
58
124
80
38.105118
1,452
0
0
0
0
0
0
0
0
1
120
58
124
20
0
0
0
0
0
0
1
58
1
124
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
50,935,855
2
2
98
243
56
42
49
9.899495
122
121
121.5
0.707107
6.694695
0.07853
17,000,000
29,300,000
50,800,000
23,322
50,800,000
50,800,000
0
50,800,000
50,800,000
50,900,000
50,900,000
0
50,900,000
50,900,000
0
0
0
0
52
40
0.039265
0.039265
42
122
79.4
38.856145
1,509.8
0
0
0
0
0
0
0
0
1
99.25
49
121.5
52
0
0
0
0
0
0
2
98
2
243
-1
-1
1
20
23,322
0
23,322
23,322
50,800,000
0
50,800,000
50,800,000
BENIGN
53
49,115,742
2
2
92
153
47
45
46
1.414214
90
63
76.5
19.091883
4.988217
0.08144
16,400,000
28,300,000
49,100,000
1,192
49,100,000
49,100,000
0
49,100,000
49,100,000
49,100,000
49,100,000
0
49,100,000
49,100,000
0
0
0
0
40
40
0.04072
0.04072
45
90
58
19.416488
377
0
0
0
0
0
0
0
0
1
72.5
46
76.5
40
0
0
0
0
0
0
2
92
2
153
-1
-1
1
20
1,192
0
1,192
1,192
49,100,000
0
49,100,000
49,100,000
BENIGN
53
46,745
1
1
45
356
45
45
45
0
356
356
356
0
8,578.457589
42.785325
46,745
0
46,745
46,745
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
21.392662
21.392662
45
356
148.666667
179.555934
32,240.33333
0
0
0
0
0
0
0
0
1
223
45
356
20
0
0
0
0
0
0
1
45
1
356
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
71,242
1
1
54
113
54
54
54
0
113
113
113
0
2,344.122849
28.073328
71,242
0
71,242
71,242
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14.036664
14.036664
54
113
73.666667
34.063666
1,160.333333
0
0
0
0
0
0
0
0
1
110.5
54
113
20
0
0
0
0
0
0
1
54
1
113
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
51,677
1
1
44
204
44
44
44
0
204
204
204
0
4,799.040192
38.701937
51,677
0
51,677
51,677
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
19.350969
19.350969
44
204
97.333333
92.376043
8,533.333333
0
0
0
0
0
0
0
0
1
146
44
204
20
0
0
0
0
0
0
1
44
1
204
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
48,246
1
1
44
92
44
44
44
0
92
92
92
0
2,818.88654
41.454214
48,246
0
48,246
48,246
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
32
20.727107
20.727107
44
92
60
27.712813
768
0
0
0
0
0
0
0
0
1
90
44
92
40
0
0
0
0
0
0
1
44
1
92
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
48,060
1
1
41
128
41
41
41
0
128
128
128
0
3,516.437786
41.614648
48,060
0
48,060
48,060
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
32
20.807324
20.807324
41
128
70
50.229473
2,523
0
0
0
0
0
0
0
0
1
105
41
128
40
0
0
0
0
0
0
1
41
1
128
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
108,469
1
1
42
153
42
42
42
0
153
153
153
0
1,797.748666
18.438448
108,469
0
108,469
108,469
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
9.219224
9.219224
42
153
79
64.08588
4,107
0
0
0
0
0
0
0
0
1
118.5
42
153
40
0
0
0
0
0
0
1
42
1
153
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
59,807
1
1
44
112
44
44
44
0
112
112
112
0
2,608.390322
33.440902
59,807
0
59,807
59,807
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.720451
16.720451
44
112
66.666667
39.259818
1,541.333333
0
0
0
0
0
0
0
0
1
100
44
112
20
0
0
0
0
0
0
1
44
1
112
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
47,846
1
1
44
131
44
44
44
0
131
131
131
0
3,657.568031
41.800777
47,846
0
47,846
47,846
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20.900389
20.900389
44
131
73
50.229473
2,523
0
0
0
0
0
0
0
0
1
109.5
44
131
32
0
0
0
0
0
0
1
44
1
131
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
34,008,655
2
2
86
215
43
43
43
0
156
59
107.5
68.589358
8.850688
0.117617
11,300,000
19,500,000
33,800,000
50,193
34,000,000
34,000,000
0
34,000,000
34,000,000
33,900,000
33,900,000
0
33,900,000
33,900,000
0
0
0
0
60
40
0.058809
0.058809
43
156
68.8
49.236166
2,424.2
0
0
0
0
0
0
0
0
1
86
43
107.5
60
0
0
0
0
0
0
2
86
2
215
-1
-1
1
20
109,222
0
109,222
109,222
33,800,000
0
33,800,000
33,800,000
BENIGN
53
99,267
1
1
44
86
44
44
44
0
86
86
86
0
1,309.599363
20.147683
99,267
0
99,267
99,267
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
32
10.073841
10.073841
44
86
58
24.248711
588
0
0
0
0
0
0
0
0
1
87
44
86
40
0
0
0
0
0
0
1
44
1
86
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
39,665,660
2
2
93
276
49
44
46.5
3.535534
190
86
138
73.539105
9.302757
0.100843
13,200,000
22,800,000
39,500,000
23,794
39,600,000
39,600,000
0
39,600,000
39,600,000
39,600,000
39,600,000
0
39,600,000
39,600,000
0
0
0
0
80
64
0.050421
0.050421
44
190
82.6
62.560371
3,913.8
0
0
0
0
0
0
0
0
1
103.25
46.5
138
80
0
0
0
0
0
0
2
93
2
276
-1
-1
1
40
96,430
0
96,430
96,430
39,500,000
0
39,500,000
39,500,000
BENIGN
53
82,643
1
1
43
135
43
43
43
0
135
135
135
0
2,153.842431
24.200477
82,643
0
82,643
82,643
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
12.100238
12.100238
43
135
73.666667
53.116225
2,821.333333
0
0
0
0
0
0
0
0
1
110.5
43
135
20
0
0
0
0
0
0
1
43
1
135
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
48,207
1
1
42
153
42
42
42
0
153
153
153
0
4,045.055697
41.487751
48,207
0
48,207
48,207
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
20.743875
20.743875
42
153
79
64.08588
4,107
0
0
0
0
0
0
0
0
1
118.5
42
153
20
0
0
0
0
0
0
1
42
1
153
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,536
1
1
52
113
52
52
52
0
113
113
113
0
7,010.53705
84.976207
23,536
0
23,536
23,536
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
42.488103
42.488103
52
113
72.333333
35.218366
1,240.333333
0
0
0
0
0
0
0
0
1
108.5
52
113
32
0
0
0
0
0
0
1
52
1
113
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
75,249
1
1
55
111
55
55
55
0
111
111
111
0
2,206.009382
26.578426
75,249
0
75,249
75,249
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
13.289213
13.289213
55
111
73.666667
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
110.5
55
111
20
0
0
0
0
0
0
1
55
1
111
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
23,540
1
1
55
71
55
55
55
0
71
71
71
0
5,352.591334
84.961767
23,540
0
23,540
23,540
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
42.480884
42.480884
55
71
60.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
90.5
55
71
20
0
0
0
0
0
0
1
55
1
71
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
60,892
1
1
54
70
54
54
54
0
70
70
70
0
2,036.392301
32.845037
60,892
0
60,892
60,892
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16.422519
16.422519
54
70
59.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
89
54
70
32
0
0
0
0
0
0
1
54
1
70
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
60,642
1
1
54
110
54
54
54
0
110
110
110
0
2,704.396293
32.980443
60,642
0
60,642
60,642
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16.490221
16.490221
54
110
72.666667
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
109
54
110
32
0
0
0
0
0
0
1
54
1
110
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
70,921,565
3
3
133
311
49
41
44.333333
4.163332
122
75
103.666667
25.146239
6.260437
0.084601
14,200,000
29,200,000
66,300,000
23,133
70,900,000
35,400,000
43,700,000
66,400,000
4,525,962
70,800,000
35,400,000
43,700,000
66,300,000
4,500,656
0
0
0
0
104
84
0.0423
0.0423
41
122
69.285714
35.386976
1,252.238095
0
0
0
0
0
0
0
0
1
80.833333
44.333333
103.666667
104
0
0
0
0
0
0
3
133
3
311
-1
-1
2
32
73,741
0
73,741
73,741
66,300,000
0
66,300,000
66,300,000
BENIGN
53
148,394
1
1
56
159
56
56
56
0
159
159
159
0
1,448.845641
13.477634
148,394
0
148,394
148,394
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
6.738817
6.738817
56
159
90.333333
59.467078
3,536.333333
0
0
0
0
0
0
0
0
1
135.5
56
159
40
0
0
0
0
0
0
1
56
1
159
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
46,639
1
1
51
114
51
51
51
0
114
114
114
0
3,537.811703
42.882566
46,639
0
46,639
46,639
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
21.441283
21.441283
51
114
72
36.373067
1,323
0
0
0
0
0
0
0
0
1
108
51
114
32
0
0
0
0
0
0
1
51
1
114
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
50,437
1
1
42
135
42
42
42
0
135
135
135
0
3,509.328469
39.653429
50,437
0
50,437
50,437
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
19.826715
19.826715
42
135
73
53.693575
2,883
0
0
0
0
0
0
0
0
1
109.5
42
135
32
0
0
0
0
0
0
1
42
1
135
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
23,365
1
1
62
132
62
62
62
0
132
132
132
0
8,303.017334
85.598117
23,365
0
23,365
23,365
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
32
42.799058
42.799058
62
132
85.333333
40.414519
1,633.333333
0
0
0
0
0
0
0
0
1
128
62
132
40
0
0
0
0
0
0
1
62
1
132
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
77,690,849
2
2
93
287
51
42
46.5
6.363961
176
111
143.5
45.961941
4.891181
0.051486
25,900,000
44,700,000
77,500,000
71,356
77,600,000
77,600,000
0
77,600,000
77,600,000
77,600,000
77,600,000
0
77,600,000
77,600,000
0
0
0
0
52
40
0.025743
0.025743
42
176
86.2
57.251201
3,277.7
0
0
0
0
0
0
0
0
1
107.75
46.5
143.5
52
0
0
0
0
0
0
2
93
2
287
-1
-1
1
20
76,432
0
76,432
76,432
77,500,000
0
77,500,000
77,500,000
BENIGN
53
47,291
1
1
42
58
42
42
42
0
58
58
58
0
2,114.567254
42.291345
47,291
0
47,291
47,291
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
40
21.145673
21.145673
42
58
47.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
71
42
58
32
0
0
0
0
0
0
1
42
1
58
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
101,441
1
1
43
109
43
43
43
0
109
109
109
0
1,498.407942
19.715894
101,441
0
101,441
101,441
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
9.857947
9.857947
43
109
65
38.105118
1,452
0
0
0
0
0
0
0
0
1
97.5
43
109
20
0
0
0
0
0
0
1
43
1
109
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
50,905
1
1
43
113
43
43
43
0
113
113
113
0
3,064.531971
39.288871
50,905
0
50,905
50,905
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
19.644436
19.644436
43
113
66.333333
40.414519
1,633.333333
0
0
0
0
0
0
0
0
1
99.5
43
113
20
0
0
0
0
0
0
1
43
1
113
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
11,897
1
1
64
117
64
64
64
0
117
117
117
0
15,213.91948
168.109608
11,897
0
11,897
11,897
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
84.054804
84.054804
64
117
81.666667
30.599564
936.333333
0
0
0
0
0
0
0
0
1
122.5
64
117
32
0
0
0
0
0
0
1
64
1
117
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
253,686
1
1
51
222
51
51
51
0
222
222
222
0
1,076.133488
7.883762
253,686
0
253,686
253,686
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
3.941881
3.941881
51
222
108
98.726896
9,747
0
0
0
0
0
0
0
0
1
162
51
222
32
0
0
0
0
0
0
1
51
1
222
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
493
1
1
47
106
47
47
47
0
106
106
106
0
310,344.8276
4,056.795132
493
0
493
493
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
2,028.397566
2,028.397566
47
106
66.666667
34.063666
1,160.333333
0
0
0
0
0
0
0
0
1
100
47
106
20
0
0
0
0
0
0
1
47
1
106
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
61,130
1
1
94
178
94
94
94
0
178
178
178
0
4,449.53378
32.71716
61,130
0
61,130
61,130
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.35858
16.35858
94
178
122
48.497423
2,352
0
0
0
0
0
0
0
0
1
183
94
178
20
0
0
0
0
0
0
1
94
1
178
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
68,909,951
2
2
92
171
49
43
46
4.242641
106
65
85.5
28.991378
3.816575
0.058047
23,000,000
39,600,000
68,700,000
47,846
68,900,000
68,900,000
0
68,900,000
68,900,000
68,700,000
68,700,000
0
68,700,000
68,700,000
0
0
0
0
64
52
0.029023
0.029023
43
106
61.2
26.612027
708.2
0
0
0
0
0
0
0
0
1
76.5
46
85.5
64
0
0
0
0
0
0
2
92
2
171
-1
-1
1
32
171,802
0
171,802
171,802
68,700,000
0
68,700,000
68,700,000
BENIGN
53
88,736
1
1
58
143
58
58
58
0
143
143
143
0
2,265.146051
22.538767
88,736
0
88,736
88,736
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
11.269383
11.269383
58
143
86.333333
49.074773
2,408.333333
0
0
0
0
0
0
0
0
1
129.5
58
143
20
0
0
0
0
0
0
1
58
1
143
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
60,813
1
1
39
71
39
39
39
0
71
71
71
0
1,808.823771
32.887705
60,813
0
60,813
60,813
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16.443852
16.443852
39
71
49.666667
18.475209
341.333333
0
0
0
0
0
0
0
0
1
74.5
39
71
32
0
0
0
0
0
0
1
39
1
71
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
23,307
1
1
64
117
64
64
64
0
117
117
117
0
7,765.907238
85.81113
23,307
0
23,307
23,307
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
42.905565
42.905565
64
117
81.666667
30.599564
936.333333
0
0
0
0
0
0
0
0
1
122.5
64
117
20
0
0
0
0
0
0
1
64
1
117
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN