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zokaityte
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sample_dataset_1

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Flow Duration
int64
1
119M
Tot Fwd Pkts
int64
1
122
Tot Bwd Pkts
int64
0
225
TotLen Fwd Pkts
int64
0
14.5k
TotLen Bwd Pkts
int64
0
280k
Fwd Pkt Len Max
int64
0
1.32k
Fwd Pkt Len Min
int64
0
77
Fwd Pkt Len Mean
float64
0
314
Fwd Pkt Len Std
float64
0
567
Bwd Pkt Len Max
int64
0
1.46k
Bwd Pkt Len Min
int64
0
305
Bwd Pkt Len Mean
float64
0
1.31k
Bwd Pkt Len Std
float64
0
759
Flow Byts/s
float64
0
31M
Flow Pkts/s
float64
0.03
2M
Flow IAT Mean
float64
1
56.6M
Flow IAT Std
float64
0
79.9M
Flow IAT Max
int64
1
113M
Flow IAT Min
int64
0
56.3M
Fwd IAT Tot
int64
0
119M
Fwd IAT Mean
float64
0
56.3M
Fwd IAT Std
float64
0
49.7M
Fwd IAT Max
int64
0
99.4M
Fwd IAT Min
int64
0
56.3M
Bwd IAT Tot
int64
0
119M
Bwd IAT Mean
float64
0
19.6M
Bwd IAT Std
float64
0
30.3M
Bwd IAT Max
int64
0
59M
Bwd IAT Min
int64
0
8.41M
Fwd PSH Flags
int64
0
1
Fwd Header Len
int64
0
2.98k
Bwd Header Len
int64
0
4.56k
Fwd Pkts/s
float64
0.02
2M
Bwd Pkts/s
float64
0
1M
Pkt Len Min
int64
0
77
Pkt Len Max
int64
0
1.46k
Pkt Len Mean
float64
0
939
Pkt Len Std
float64
0
710
Pkt Len Var
float64
0
504k
FIN Flag Cnt
int64
0
1
SYN Flag Cnt
int64
0
1
RST Flag Cnt
int64
0
1
PSH Flag Cnt
int64
0
1
ACK Flag Cnt
int64
0
1
URG Flag Cnt
int64
0
1
ECE Flag Cnt
int64
0
1
Down/Up Ratio
int64
0
6
Pkt Size Avg
float64
0
947
Fwd Seg Size Avg
float64
0
314
Bwd Seg Size Avg
float64
0
1.31k
Subflow Fwd Pkts
int64
1
122
Subflow Fwd Byts
int64
0
14.5k
Subflow Bwd Pkts
int64
0
225
Subflow Bwd Byts
int64
0
280k
Init Fwd Win Byts
int64
-1
64.9k
Init Bwd Win Byts
int64
-1
64k
Fwd Act Data Pkts
int64
0
20
Active Mean
float64
0
7.02M
Active Std
float64
0
2.76M
Active Max
int64
0
9.15M
Active Min
int64
0
7.02M
Idle Mean
float64
0
113M
Idle Std
float64
0
30.2M
Idle Max
int64
0
113M
Idle Min
int64
0
113M
Label
int64
0
2
90
2
0
0
0
0
0
0
0
0
0
0
0
0
22,222.22222
90
0
90
90
90
90
0
90
90
0
0
0
0
0
0
40
0
22,222.22222
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2
0
0
0
278
-1
0
0
0
0
0
0
0
0
0
0
109,404
9
7
541
4,745
194
0
60.111111
85.185745
1,460
0
677.857143
665.076043
48,316.33213
146.246938
7,293.6
12,960.63564
32,137
1
109,404
13,675.5
15,541.89942
32,430
20
76,274
12,712.33333
18,696.35371
40,886
1
0
192
152
82.263903
63.983035
0
1,460
310.941177
519.454458
269,832.9338
0
0
0
1
0
0
0
0
330.375
60.111111
677.857143
9
541
7
4,745
8,192
946
4
0
0
0
0
0
0
0
0
0
11
1
1
0
0
0
0
0
0
0
0
0
0
0
181,818.1818
11
0
11
11
0
0
0
0
0
0
0
0
0
0
0
20
20
90,909.09091
90,909.09091
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
1
0
1
0
127
256
0
0
0
0
0
0
0
0
0
0
84
2
0
0
0
0
0
0
0
0
0
0
0
0
23,809.52381
84
0
84
84
84
84
0
84
84
0
0
0
0
0
0
40
0
23,809.52381
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2
0
0
0
278
-1
0
0
0
0
0
0
0
0
0
0
774,341
6
0
0
0
0
0
0
0
0
0
0
0
0
7.748524
154,868.2
239,404.6142
580,041
21,403
774,341
154,868.2
239,404.6142
580,041
21,403
0
0
0
0
0
0
0
0
7.748524
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
0
0
0
-1
-1
0
0
0
0
0
0
0
0
0
0
5,472,781
4
4
97
232
97
0
24.25
48.5
232
0
58
116
60.115689
1.46178
781,825.8571
2,041,236.023
5,410,625
42
62,156
20,718.66667
35,588.7915
61,813
109
5,472,589
1,824,196.333
3,159,081.983
5,471,990
284
0
92
92
0.73089
0.73089
0
232
36.555556
80.004861
6,400.777778
0
0
0
1
0
0
0
1
41.125
24.25
58
4
97
4
232
8,192
141
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
2,000,000
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
40
20
1,000,000
1,000,000
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
26,883
0
0
0
0
0
0
0
0
0
0
1
12,684
1
1
46
107
46
46
46
0
107
107
107
0
12,062.44087
157.678966
12,684
0
12,684
12,684
0
0
0
0
0
0
0
0
0
0
0
8
8
78.839483
78.839483
46
107
66.333333
35.218366
1,240.333333
0
0
0
0
0
0
0
1
99.5
46
107
1
46
1
107
-1
-1
0
0
0
0
0
0
0
0
0
0
331,443
22
20
1,944
2,665
640
0
88.363636
137.869001
976
0
133.25
268.771254
13,905.86013
126.718621
8,083.97561
19,995.99392
110,042
6
330,273
15,727.28571
26,946.42339
110,042
210
331,436
17,444
39,540.2645
147,329
11
0
712
648
66.376421
60.342201
0
976
107.186047
207.281527
42,965.63123
0
0
0
1
0
0
0
0
109.738095
88.363636
133.25
22
1,944
20
2,665
26,883
230
16
0
0
0
0
0
0
0
0
2
1,793
1
1
31
158
31
31
31
0
158
158
158
0
105,409.9275
1,115.448968
1,793
0
1,793
1,793
0
0
0
0
0
0
0
0
0
0
0
8
8
557.724484
557.724484
31
158
73.333333
73.323484
5,376.333333
0
0
0
0
0
0
0
1
110
31
158
1
31
1
158
-1
-1
0
0
0
0
0
0
0
0
0
0
3,551,877
2
0
62
0
31
31
31
0
0
0
0
0
17.455559
0.563083
3,551,877
0
3,551,877
3,551,877
3,551,877
3,551,877
0
3,551,877
3,551,877
0
0
0
0
0
1
40
0
0.563083
0
31
31
31
0
0
0
1
0
0
1
1
0
0
46.5
31
0
2
62
0
0
62
-1
1
0
0
0
0
0
0
0
0
0
2
1
1
0
0
0
0
0
0
0
0
0
0
0
1,000,000
2
0
2
2
0
0
0
0
0
0
0
0
0
0
0
40
20
500,000
500,000
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
26,883
0
0
0
0
0
0
0
0
0
0
1
368,495
22
22
2,008
2,665
640
0
91.272727
138.182137
976
0
121.136364
258.64156
12,681.31182
119.404605
8,569.651163
21,994.88647
107,103
3
368,001
17,523.85714
30,117.63956
107,103
343
368,492
17,547.2381
39,556.33245
145,603
9
0
712
712
59.702303
59.702303
0
976
103.844444
203.750288
41,514.1798
0
0
0
1
0
0
0
1
106.204546
91.272727
121.136364
22
2,008
22
2,665
26,883
230
16
0
0
0
0
0
0
0
0
2
338
1
1
33
49
33
33
33
0
49
49
49
0
242,603.5503
5,917.159763
338
0
338
338
0
0
0
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0
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8
8
2,958.579882
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33
49
38.333333
9.237604
85.333333
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1
57.5
33
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1
33
1
49
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5,915,477
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985,912.8333
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38
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0
738
3
4
161
488
161
0
53.666667
92.953393
488
0
122
244
879,403.794
9,485.094851
123
81.640676
198
1
378
189
77.781746
244
134
541
180.333333
171.185085
342
1
0
72
92
4,065.04065
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488
81.125
173.787586
30,202.125
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92.714286
53.666667
122
3
161
4
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149
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1
267
1
1
40
56
40
40
40
0
56
56
56
0
359,550.5618
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267
0
267
267
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8
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45.333333
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12,098
1
1
41
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41
41
41
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102
102
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11,820.13556
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82.658291
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18
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18
18
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32
32
55,555.55556
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1
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2
2,013,300
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7
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222.623321
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225.857143
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246,243.9382
953,117
65
2,013,300
287,614.2857
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65
1,849,924
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316,514.0154
953,117
167,476
0
172
152
3.973576
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1,173
169.3125
317.731274
100,953.1625
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1
1
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180.6
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225.857143
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1,128
7
1,581
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88
2
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20
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1
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34,482.75862
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20
20
17,241.37931
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1
5,494,851
9
8
354
6,790
197
0
39.333333
72.216688
1,460
0
848.75
658.342453
1,300.126245
3.093805
343,428.1875
1,325,282.409
5,312,825
11
5,494,851
686,856.375
1,869,386.852
5,312,825
42
97,564
13,937.71429
16,634.21683
36,411
18
0
192
172
1.637897
1.455908
0
1,460
396.888889
594.938839
353,952.2222
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0
0
1
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0
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0
420.235294
39.333333
848.75
9
354
8
6,790
8,192
946
3
181,984
0
181,984
181,984
5,312,825
0
5,312,825
5,312,825
0
45,881
2
2
88
396
44
44
44
0
198
198
198
0
10,549.02901
87.182058
15,293.66667
14,683.23099
29,845
482
45,399
45,399
0
45,399
45,399
16,036
16,036
0
16,036
16,036
0
16
16
43.591029
43.591029
44
198
105.6
84.349274
7,114.8
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0
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1
132
44
198
2
88
2
396
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81
2
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24,691.35802
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0
81
81
81
81
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81
81
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40
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