Split (1)

train · 6.28M rows

Source.Port float64 0 65.5k	Destination.Port float64 0 65.5k	Protocol float64 0 17	Flow.Duration float64 0 1.8k	Flow.IAT.Min float64 0 120M	Flow.IAT.Max float64 0 120M	Flow.IAT.Mean float64 0 1.76k	Flow.IAT.Std float64 0 84.9M	Fwd.IAT.Min float64 0 120M	Fwd.IAT.Max float64 0 120M	Fwd.IAT.Mean float64 0 1.78k	Fwd.IAT.Std float64 0 84.9M	Bwd.IAT.Min float64 0 120M	Bwd.IAT.Max float64 0 120M	Bwd.IAT.Mean float64 0 1.78k	Bwd.IAT.Std float64 0 84.9M	Total.Fwd.Packets float64 1 2.16M	Total.Backward.Packets float64 0 1.02M	Total.Length.of.Fwd.Packets float64 0 2.96B	Total.Length.of.Bwd.Packets float64 0 2.97B	Min.Packet.Length float64 0 11.6k ⌀	Max.Packet.Length float64 0 37.6k	Packet.Length.Mean float64 0 11.6k	Packet.Length.Std float64 0 9.37k	Fwd.Packet.Length.Min float64 0 16.1k	Fwd.Packet.Length.Max float64 0 32.8k	Fwd.Packet.Length.Mean float64 0 16.1k	Fwd.Packet.Length.Std float64 0 7.91k	Bwd.Packet.Length.Min float64 0 15.8k	Bwd.Packet.Length.Max float64 0 37.6k	Bwd.Packet.Length.Mean float64 0 15.8k	Bwd.Packet.Length.Std float64 0 11.7k	Min.Packet.Length_suspect0 bool 2 classes	ProtocolName large_stringclasses 177 values	dataset_id large_stringclasses 2 values
58,581	53	17	0.000679	0.000679	0.000679	0.000679	0	0	0	0	0	0	0	0	0	1	1	79	238	79	238	158.5	79.5	79	79	79	0	238	238	238	0	false	MICROSOFT	141
64,334	53	17	0.217688	0.217688	0.217688	0.217688	0	0	0	0	0	0	0	0	0	1	1	78	306	78	306	192	114	78	78	78	0	306	306	306	0	false	MICROSOFT	141
64,334	53	17	0.361708	0.361708	0.361708	0.361708	0	0	0	0	0	0	0	0	0	1	1	78	306	78	306	192	114	78	78	78	0	306	306	306	0	false	MICROSOFT	141
55,532	53	17	0.338705	0.338705	0.338705	0.338705	0	0	0	0	0	0	0	0	0	1	1	70	170	70	170	120	50	70	70	70	0	170	170	170	0	false	MICROSOFT	141
55,532	53	17	0.3874	0.3874	0.3874	0.3874	0	0	0	0	0	0	0	0	0	1	1	70	170	70	170	120	50	70	70	70	0	170	170	170	0	false	MICROSOFT	141
49,967	443	6	61.091063	0.000004	60.634022	3.054553	13.209687	0.000615	60.634581	6.787896	19.037748	0.000011	60.684143	6.109043	18.191749	10	11	1,087	8,763	40	2,700	469.047619	714.874646	40	275	108.7	102.675265	40	2,700	796.636364	860.632777	false	MSN	141
52,780	53	17	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	76	0	76	76	76	0	76	76	76	0	0	0	0	0	false	MICROSOFT	141
50,698	53	17	0.000777	0.000777	0.000777	0.000777	0	0	0	0	0	0	0	0	0	1	1	79	189	79	189	134	55	79	79	79	0	189	189	189	0	false	MICROSOFT	141
49,985	443	6	60.438455	0.000001	59.948439	4.02923	14.945161	0.000357	59.948439	7.554807	19.803116	0.000002	0.196042	0.073246	0.080176	9	7	3,004	638	40	1,565	227.625	395.814489	40	1,565	333.777778	494.799348	40	335	91.142857	101.038081	false	MICROSOFT	141
58,477	53	17	0.000694	0.000694	0.000694	0.000694	0	0	0	0	0	0	0	0	0	1	1	60	76	60	76	68	8	60	60	60	0	76	76	76	0	false	GOOGLE	141
64,760	53	17	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	63	0	63	63	63	0	63	63	63	0	0	0	0	0	false	GOOGLE	141
53,416	53	17	0.000493	0.000493	0.000493	0.000493	0	0	0	0	0	0	0	0	0	1	1	72	88	72	88	80	8	72	72	72	0	88	88	88	0	false	GOOGLE	141
54,170	53	17	0.00055	0.00055	0.00055	0.00055	0	0	0	0	0	0	0	0	0	1	1	61	77	61	77	69	8	61	61	61	0	77	77	77	0	false	GOOGLE	141
60,475	53	17	0.000414	0.000414	0.000414	0.000414	0	0	0	0	0	0	0	0	0	1	1	61	77	61	77	69	8	61	61	61	0	77	77	77	0	false	GOOGLE	141
63,515	53	17	0.000298	0.000298	0.000298	0.000298	0	0	0	0	0	0	0	0	0	1	1	61	98	61	98	79.5	18.5	61	61	61	0	98	98	98	0	false	GOOGLE	141
63,501	53	17	0.000458	0.000458	0.000458	0.000458	0	0	0	0	0	0	0	0	0	1	1	59	94	59	94	76.5	17.5	59	59	59	0	94	94	94	0	false	GOOGLE	141
63,503	443	17	0.162122	0.000003	0.056818	0.02702	0.02158	0.056818	0.105304	0.081061	0.024243	0.000003	0.055241	0.022712	0.023596	3	4	2,812	2,866	51	1,378	811.142857	654.553813	56	1,378	937.333333	623.196776	51	1,378	716.5	661.506047	false	GOOGLE	141
57,927	53	17	0.000438	0.000438	0.000438	0.000438	0	0	0	0	0	0	0	0	0	1	1	71	116	71	116	93.5	22.5	71	71	71	0	116	116	116	0	false	GOOGLE	141
53,417	443	17	16.339575	0.000001	14.942606	0.286659	1.961387	0.000003	14.942606	0.602187	2.816416	0.000001	15.023885	0.561169	2.737783	28	30	7,615	24,584	48	1,378	555.155172	568.860591	51	1,378	271.964286	401.361565	48	1,378	819.466667	574.950765	false	GOOGLE	141
63,502	443	17	15.78925	0.000002	14.8984	0.242912	1.833209	0.000002	14.8984	0.581903	2.809594	0.000002	14.977377	0.424544	2.427514	28	38	4,933	44,792	48	1,378	753.409091	640.543353	51	1,378	176.178571	339.682105	48	1,378	1,178.736842	448.53473	false	GOOGLE	141
63,516	443	17	16.422295	0.000004	14.943406	0.966017	3.499169	0.000148	14.943406	1.642229	4.439061	0.000004	0.701478	0.233317	0.307548	11	7	3,716	5,055	51	1,378	487.277778	533.749921	51	1,378	337.818182	498.153284	51	1,378	722.142857	502.341213	false	GOOGLE	141
57,928	443	17	15.183434	0.000001	14.835207	0.194659	1.668521	0.000001	14.835207	0.580626	2.851006	0.000002	14.924378	0.295997	2.068797	27	52	4,793	66,215	48	1,378	898.835443	620.4171	51	1,378	177.518519	347.748246	48	1,378	1,273.365385	334.007314	false	GOOGLE	141
52,813	53	17	0.000428	0.000428	0.000428	0.000428	0	0	0	0	0	0	0	0	0	1	1	61	77	61	77	69	8	61	61	61	0	77	77	77	0	false	GOOGLE	141
62,328	53	17	0.000328	0.000328	0.000328	0.000328	0	0	0	0	0	0	0	0	0	1	1	79	238	79	238	158.5	79.5	79	79	79	0	238	238	238	0	false	MICROSOFT	141
50,494	53	17	0.000555	0.000555	0.000555	0.000555	0	0	0	0	0	0	0	0	0	1	1	79	189	79	189	134	55	79	79	79	0	189	189	189	0	false	MICROSOFT	141
65,161	53	17	0.000302	0.000302	0.000302	0.000302	0	0	0	0	0	0	0	0	0	1	1	75	91	75	91	83	8	75	75	75	0	91	91	91	0	false	GOOGLSERVICES	141
65,162	443	17	16.245214	0.000002	14.856967	0.955601	3.485282	0.000037	14.856967	2.315622	5.133888	0.000002	14.893523	1.80103	4.642858	8	10	3,350	4,857	46	1,378	455.944444	578.919057	51	1,378	418.75	559.183501	46	1,378	485.7	592.557179	false	GOOGLE	141
57,053	53	17	0.000487	0.000487	0.000487	0.000487	0	0	0	0	0	0	0	0	0	1	1	73	89	73	89	81	8	73	73	73	0	89	89	89	0	false	GOOGLSERVICES	141
57,054	443	17	0.077733	0.000006	0.035321	0.008637	0.013464	0.000038	0.067636	0.022628	0.031825	0.000006	0.030943	0.00844	0.01196	4	6	2,448	4,500	48	1,378	694.8	611.547512	56	1,378	612	570.445002	48	1,378	750	631.475521	false	GOOGLE	141
137	137	17	979.409639	0.746896	797.625077	139.915663	275.3173	0.746896	797.625077	139.915663	275.3173	0	0	0	0	8	0	624	0	78	78	78	0	78	78	78	0	0	0	0	0	false	NEBIOS	141
137	137	17	979.409645	0.7469	797.625098	122.426206	261.659496	0.7469	797.625098	122.426206	261.659496	0	0	0	0	9	0	702	0	78	78	78	0	78	78	78	0	0	0	0	0	false	NEBIOS	141
138	138	17	1,438.507195	719.089409	719.417786	719.253597	0.164189	719.089409	719.417786	719.253597	0.164189	0	0	0	0	3	0	687	0	229	229	229	0	229	229	229	0	0	0	0	0	false	NEBIOS	141
138	138	17	1,438.50723	719.089532	719.417698	719.253615	0.164083	719.089532	719.417698	719.253615	0.164083	0	0	0	0	3	0	687	0	229	229	229	0	229	229	229	0	0	0	0	0	false	NEBIOS	141
49,879	5,228	6	1,710.028548	0.011502	90.076235	23.108494	24.747414	0.129987	90.154856	47.500793	14.809387	0.011502	90.155711	44.999017	14.822745	37	38	1,540	1,980	40	66	46.933333	6.685972	40	66	41.621622	4.069341	40	66	52.105263	4.228907	false	GOOGLE	141
58,478	443	17	1,341.39812	0.000001	9.842731	0.573737	1.569301	0.000001	9.842731	2.026281	2.402506	0.000001	9.9293	0.800784	1.887846	663	1,676	111,345	1,346,447	45	1,378	623.254382	591.777551	56	1,378	167.941176	140.695872	45	1,378	803.369332	605.354331	false	GOOGLE	141

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