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Header_Length
float64
Protocol Type
int64
Time_To_Live
float64
Rate
float64
fin_flag_number
float64
syn_flag_number
float64
rst_flag_number
float64
psh_flag_number
float64
ack_flag_number
float64
ece_flag_number
float64
cwr_flag_number
float64
ack_count
int64
syn_count
int64
fin_count
int64
rst_count
int64
HTTP
float64
HTTPS
float64
DNS
float64
Telnet
float64
SMTP
float64
SSH
float64
IRC
float64
TCP
float64
UDP
float64
DHCP
float64
ARP
float64
ICMP
float64
IGMP
float64
IPv
float64
LLC
float64
Tot sum
int64
Min
int64
Max
int64
AVG
float64
Std
float64
Tot size
float64
IAT
float64
Number
int64
Variance
float64
32
6
198.4
430.273287
0
0
0
0
1
0
0
10
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
5,004
66
2,962
500.4
977.325512
500.4
0.002324
10
955,165.155556
22.4
6
114.4
484.616113
0
0
0
0.2
0.6
0
0
6
0
0
0
0
0.6
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
1,404
60
583
140.4
174.827026
140.4
0.002179
10
30,564.488889
27.2
6
62.5
398.61095
0
0
0
0
0.8
0
0
8
0
0
0
0.1
0.7
0
0
0
0
0
0.8
0.2
0
0
0
0
1
1
10,784
60
1,514
1,078.4
701.384536
1,078.4
0.003173
10
491,940.266667
23.2
6
62.1
425.187438
0
0.1
0
0
0.6
0
0
6
1
0
0
0
0.6
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
7,884
60
2,962
788.4
1,025.156812
788.4
0.002507
10
1,050,946.488889
32
6
64
1,563.521956
0
0
0
0.1
1
0
0
10
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
13,782
156
1,514
1,378.2
429.437306
1,378.2
0.00066
10
184,416.4
29.6
6
148
1,324.50311
0
0
0
0
0.9
0
0
9
0
0
0
0
0.9
0
0
0
0
0
0.9
0.1
0
0
0
0
1
1
6,446
60
1,514
644.6
748.26261
644.6
0.000929
10
559,896.933333
24.8
6
181.6
332.480183
0
0
0
0
0.7
0
0
7
0
0
0
0
0.7
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
642
60
66
64.2
2.898275
64.2
0.003099
10
8.4
27.2
6
114.9
427.166383
0.1
0
0
0
0.8
0
0
8
0
1
0
0
0.8
0
0
0
0
0
0.8
0.2
0
0
0
0
1
1
648
60
66
64.8
2.529822
64.8
0.002341
10
6.4
24.8
6
64
383.447671
0
0
0.1
0.1
0.7
0
0
7
0
0
1
0
0.7
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
6,441
60
1,514
644.1
748.700867
644.1
0.002661
10
560,552.988889
27.2
6
62.5
675.715943
0
0
0
0.2
0.8
0
0
8
0
0
0
0
0.8
0
0
0
0
0
0.8
0.2
0
0
0
0
1
1
10,507
60
4,410
1,050.7
1,338.40187
1,050.7
0.00157
10
1,791,319.566667
29.6
6
106.8
1,297.381299
0.1
0
0
0.3
0.9
0
0
9
0
1
0
0
0.9
0
0
0
0
0
0.9
0.1
0
0
0
0
1
1
5,286
60
2,962
528.6
940.847986
528.6
0.001067
10
885,194.933333
29.6
6
215.2
480.172181
0
0
0
0
0.9
0
0
9
0
0
0
0
0.9
0
0
0
0
0
0.9
0.1
0
0
0
0
1
1
654
60
66
65.4
1.897367
65.4
0.003563
10
3.6
27.2
6
79.3
151.384487
0
0
0
0.4
0.8
0
0
8
0
0
0
0
0.4
0
0
0
0.2
0
0.8
0.2
0
0
0
0
1
1
1,588
60
788
158.8
224.113463
158.8
0.006851
10
50,226.844444
27.2
6
129.7
530.193025
0
0
0
0.1
0.8
0
0
8
0
0
0
0
0.5
0
0
0
0
0
0.8
0.2
0
0
0
0
1
1
1,370
60
788
137
228.751685
137
0.001928
10
52,327.333333
22.4
6
90
320.780709
0
0
0
0.3
0.6
0
0
6
0
0
0
0
0.2
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
1,235
60
217
123.5
78.208056
123.5
0.003553
10
6,116.5
22.4
6
80.5
289.226441
0
0
0
0.1
0.6
0
0
6
0
0
0
0
0.5
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
17,459
60
14,781
1,745.9
4,602.140962
1,745.9
0.005247
10
21,179,701.433333
20
6
61.7
150.332938
0
0
0
0.1
0.5
0
0
5
0
0
0
0
0.1
0
0
0
0.1
0
0.5
0.5
0
0
0
0
1
1
996
60
336
99.6
88.099943
99.6
0.00713
10
7,761.6
24.8
6
63.6
305.455711
0
0
0
0.6
0.7
0
0
7
0
0
0
0
0.2
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
1,744
60
345
174.4
99.645148
174.4
0.004674
10
9,929.155556
29.6
6
164.8
753.869547
0
0
0
0.3
0.9
0
0
9
0
0
0
0
0.6
0
0
0
0
0
0.9
0.1
0
0
0
0
1
1
1,603
60
680
160.3
195.722053
160.3
0.001392
10
38,307.122222
20
6
83.1
571.462205
0
0
0
0.3
0.5
0
0
5
0
0
0
0
0
0
0
0
0
0
0.5
0.5
0
0
0
0
1
1
2,011
60
679
201.1
196.199134
201.1
0.002026
10
38,494.1
24.8
6
64
321.720628
0
0
0
0.2
0.7
0
0
7
0
0
0
0
0
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
2,529
60
680
252.9
261.074042
252.9
0.003122
10
68,159.655556
17.6
17
63.6
181.372955
0
0
0
0.2
0.4
0
0
4
0
0
0
0
0.2
0
0
0
0
0
0.4
0.6
0
0
0
0
1
1
745
60
156
74.5
30.83018
74.5
0.005842
10
950.5
16
17
82.7
116.695481
0
0.1
0
0
0.2
0
0
2
1
0
0
0
0.2
0.1
0
0
0
0
0.3
0.7
0
0
0
0
1
1
1,178
60
414
117.8
116.361315
117.8
0.009242
10
13,539.955556
12.8
17
106.4
103.945736
0.1
0
0
0.1
0.2
0
0
2
0
1
0
0
0
0.1
0
0
0
0
0.2
0.8
0
0
0
0
1
1
1,025
60
288
102.5
80.995542
102.5
0.009945
10
6,560.277778
16
17
80.6
126.219644
0
0.1
0
0.1
0.3
0
0
3
1
0
0
0
0.3
0
0
0
0
0
0.3
0.7
0
0
0
0
1
1
716
60
156
71.6
30.004444
71.6
0.008092
10
900.266667
17.6
17
63.6
150.645567
0
0
0
0.1
0.4
0
0
4
0
0
0
0
0.2
0
0
0
0
0
0.4
0.6
0
0
0
0
1
1
4,979
60
4,410
497.9
1,374.58264
497.9
0.006842
10
1,889,477.433333
18.8
6
83.1
282.239449
0
0
0
0.3
0.5
0
0
5
0
0
0
0
0.4
0
0
0
0
0
0.5
0.5
0
0
0
0
1
1
12,931
60
8,754
1,293.1
2,826.475444
1,293.1
0.004161
10
7,988,963.433333
12.8
17
98.4
212.73821
0
0
0
0.2
0.3
0
0
3
0
0
0
0
0.2
0
0
0
0
0
0.3
0.7
0
0
0
0
1
1
642
60
85
64.2
9.052931
64.2
0.005962
10
81.955556
14
17
102.2
229.442682
0
0
0
0.1
0.3
0
0
3
0
0
0
0
0.3
0
0
0
0
0
0.3
0.7
0
0
0
0
1
1
1,657
60
941
165.7
277.563226
165.7
0.004546
10
77,041.344444
29.6
6
148
897.023825
0
0
0
0
0.9
0
0
9
0
0
0
0
0.9
0
0
0
0
0
0.9
0.1
0
0
0
0
1
1
654
60
66
65.4
1.897367
65.4
0.001328
10
3.6
25.6
6
164.8
571.267621
0
0.1
0
0
0.6
0
0
6
1
0
0
0.1
0.6
0.1
0
0
0
0
0.7
0.3
0
0
0
0
1
1
660
60
74
66
4.109609
66
0.00175
10
16.888889
17.6
17
120.5
260.179644
0
0
0
0.2
0.4
0
0
4
0
0
0
0
0.4
0.1
0
0
0
0
0.4
0.6
0
0
0
0
1
1
6,738
60
3,168
673.8
1,261.555107
673.8
0.003903
10
1,591,521.288889
12.8
17
80.8
117.710729
0
0.1
0
0
0.2
0
0
2
1
0
0
0
0.1
0
0
0
0
0
0.2
0.8
0
0
0
0
1
1
612
60
66
61.2
2.529822
61.2
0.008678
10
6.4
23.6
6
70
355.570024
0
0.1
0
0.3
0.6
0
0
6
1
0
0
0.2
0.3
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
1,048
60
262
104.8
72.634244
104.8
0.002813
10
5,275.733333
14.8
17
94.5
199.218383
0
0.1
0
0.2
0.4
0
0
4
1
0
0
0.1
0
0
0
0
0
0
0.4
0.6
0
0
0
0
1
1
1,188
60
571
118.8
160.108158
118.8
0.005598
10
25,634.622222
14
17
101.8
201.812233
0
0
0
0.1
0.3
0
0
3
0
0
0
0
0.2
0
0
0
0
0
0.3
0.7
0
0
0
0
1
1
872
60
230
87.2
58.455681
87.2
0.005194
10
3,417.066667
20.8
6
64
493.877493
0.1
0.1
0
0.1
0.4
0
0
4
1
1
0
0.2
0.3
0.2
0
0
0
0
0.5
0.5
0
0
0
0
1
1
1,454
60
581
145.4
174.901369
145.4
0.002133
10
30,590.488889
18.8
6
100.5
282.406679
0.1
0
0
0.3
0.5
0
0
5
0
1
0
0.3
0.1
0.1
0
0
0
0
0.5
0.5
0
0
0
0
1
1
1,139
60
441
113.9
117.414224
113.9
0.003541
10
13,786.1
10.4
17
70
200.307747
0
0
0
0
0.1
0
0
1
0
0
0
0
0.1
0.1
0
0
0
0
0.1
0.9
0
0
0
0
1
1
922
60
345
92.2
89.351739
92.2
0.005311
10
7,983.733333
20
6
83.1
266.475899
0
0
0
0
0.5
0
0
5
0
0
0
0
0.5
0
0
0
0
0
0.5
0.5
0
0
0
0
1
1
11,199
60
7,306
1,119.9
2,250.938
1,119.9
0.003877
10
5,066,721.877778
15.2
17
64
1,270.962698
0
0
0
0.2
0.3
0
0
3
0
0
0
0
0.3
0
0
0
0
0
0.3
0.7
0
0
0
0
1
1
7,146
60
6,343
714.6
1,979.258065
714.6
0.001224
10
3,917,462.488889
24.8
6
148.5
981.261464
0
0
0
0.4
0.7
0
0
7
0
0
0
0.1
0.6
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
6,254
60
2,962
625.4
964.515906
625.4
0.002334
10
930,290.933333
13.6
17
62.5
178.596539
0.1
0.1
0
0
0.2
0
0
2
1
1
0
0
0.2
0
0
0
0
0
0.2
0.8
0
0
0
0
1
1
620
60
74
62
4.618802
62
0.005693
10
21.333333
23.2
6
64
284.88494
0
0.1
0
0.1
0.5
0
0
5
1
0
0
0
0.6
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
9,886
60
4,410
988.6
1,532.937355
988.6
0.004094
10
2,349,896.933333
29.6
6
181.6
521.621212
0.1
0
0
0
0.9
0
0
9
0
1
0
0
0.9
0
0
0
0
0
0.9
0.1
0
0
0
0
1
1
654
60
66
65.4
1.897367
65.4
0.002045
10
3.6
24.8
6
164.6
293.626238
0.1
0
0
0.1
0.7
0
0
7
0
1
0
0
0.7
0
0
0
0
0
0.7
0.3
0
0
0
0
1
1
732
60
156
73.2
29.230121
73.2
0.003772
10
854.4
22.4
6
129
208.428156
0.1
0
0
0.1
0.6
0
0
6
0
1
0
0
0.6
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
797
60
214
79.7
47.356919
79.7
0.005664
10
2,242.677778
22.4
6
130.8
241.440479
0
0
0
0
0.6
0
0
6
0
0
0
0
0.6
0
0
0
0
0
0.6
0.4
0
0
0
0
1
1
912
60
336
91.2
86.060444
91.2
0.004913
10
7,406.4
18.4
17
79.1
100.687864
0
0.1
0
0.2
0.4
0
0
4
1
0
0
0
0.4
0
0
0
0
0
0.4
0.6
0
0
0
0
1
1
1,499
60
345
149.9
122.771196
149.9
0.009978
10
15,072.766667
17.6
17
63.6
96.011793
0
0
0
0.2
0.4
0
0
4
0
0
0
0
0.4
0
0
0
0
0
0.4
0.6
0
0
0
0
1
1
765
60
156
76.5
33.022719
76.5
0.011727
10
1,090.5
32
6
97
512.506751
0
0
0
0.2
1
0
0
10
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
17,225
66
4,410
1,722.5
1,477.923111
1,722.5
0.00218
10
2,184,256.722222
15.2
17
64
117.906289
0
0
0
0.1
0.3
0
0
3
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1
3,620
60
1,514
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608.160797
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369,859.555556
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63.6
367.714967
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13,680
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1,145,020.444444
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18,630
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1,567,070.444444
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181.6
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1
642
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8.4
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6
147.9
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9,426
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544,902.266667
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481.672064
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12,127
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1,433
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714
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642
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606
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13,674
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6
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754.1542
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15,715
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6
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9,476
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1,002,743.822222
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5,244
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13,700
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1,013
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649
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736
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681
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129.8
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742
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11,269
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406,348.544444
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22,368
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648
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659
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83
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7,982
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9,361
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533.307564
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8,169
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1,012,675.655556
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6,446
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