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baalajimaestro
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DDoS-CICIoT2023

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train · ~34.8M rows (showing the first 16M)

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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	ack_count int64	syn_count int64	fin_count int64	rst_count int64	HTTP float64	HTTPS float64	DNS float64	SSH float64	TCP float64	UDP float64	ARP 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	10	0	0	0	0	1	0	0	1	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	6	0	0	0	0	0.6	0	0	0.6	0.4	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	8	0	0	0	0.1	0.7	0	0	0.8	0.2	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	6	1	0	0	0	0.6	0	0	0.6	0.4	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	10	0	0	0	0	1	0	0	1	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	9	0	0	0	0	0.9	0	0	0.9	0.1	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	7	0	0	0	0	0.7	0	0	0.7	0.3	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	8	0	1	0	0	0.8	0	0	0.8	0.2	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	7	0	0	1	0	0.7	0	0	0.7	0.3	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	8	0	0	0	0	0.8	0	0	0.8	0.2	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	9	0	1	0	0	0.9	0	0	0.9	0.1	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	9	0	0	0	0	0.9	0	0	0.9	0.1	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	8	0	0	0	0	0.4	0	0.2	0.8	0.2	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	8	0	0	0	0	0.5	0	0	0.8	0.2	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	6	0	0	0	0	0.2	0	0	0.6	0.4	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	6	0	0	0	0	0.5	0	0	0.6	0.4	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	5	0	0	0	0	0.1	0	0.1	0.5	0.5	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	7	0	0	0	0	0.2	0	0	0.7	0.3	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	9	0	0	0	0	0.6	0	0	0.9	0.1	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	5	0	0	0	0	0	0	0	0.5	0.5	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	7	0	0	0	0	0	0	0	0.7	0.3	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	4	0	0	0	0	0.2	0	0	0.4	0.6	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	2	1	0	0	0	0.2	0.1	0	0.3	0.7	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	2	0	1	0	0	0	0.1	0	0.2	0.8	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	3	1	0	0	0	0.3	0	0	0.3	0.7	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	4	0	0	0	0	0.2	0	0	0.4	0.6	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	5	0	0	0	0	0.4	0	0	0.5	0.5	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	3	0	0	0	0	0.2	0	0	0.3	0.7	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	3	0	0	0	0	0.3	0	0	0.3	0.7	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	9	0	0	0	0	0.9	0	0	0.9	0.1	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	6	1	0	0	0.1	0.6	0.1	0	0.7	0.3	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	4	0	0	0	0	0.4	0.1	0	0.4	0.6	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	2	1	0	0	0	0.1	0	0	0.2	0.8	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	6	1	0	0	0.2	0.3	0	0	0.7	0.3	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	4	1	0	0	0.1	0	0	0	0.4	0.6	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	3	0	0	0	0	0.2	0	0	0.3	0.7	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	4	1	1	0	0.2	0.3	0.2	0	0.5	0.5	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	5	0	1	0	0.3	0.1	0.1	0	0.5	0.5	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	1	0	0	0	0	0.1	0.1	0	0.1	0.9	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	5	0	0	0	0	0.5	0	0	0.5	0.5	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	3	0	0	0	0	0.3	0	0	0.3	0.7	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	7	0	0	0	0.1	0.6	0	0	0.7	0.3	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	2	1	1	0	0	0.2	0	0	0.2	0.8	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	5	1	0	0	0	0.6	0	0	0.6	0.4	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	9	0	1	0	0	0.9	0	0	0.9	0.1	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	7	0	1	0	0	0.7	0	0	0.7	0.3	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	6	0	1	0	0	0.6	0	0	0.6	0.4	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	6	0	0	0	0	0.6	0	0	0.6	0.4	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	4	1	0	0	0	0.4	0	0	0.4	0.6	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	4	0	0	0	0	0.4	0	0	0.4	0.6	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	10	0	0	0	0	1	0	0	1	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	3	0	0	0	0	0.3	0	0	0.3	0.7	0	1	1	3,620	60	1,514	362	608.160797	362	0.008603	10	369,859.555556
27.2	6	63.6	367.714967	0	0	0	0	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	13,680	60	2,962	1,368	1,070.056281	1,368	0.002759	10	1,145,020.444444
29.6	6	64	831.197162	0	0	0	0.2	0.9	9	0	0	0	0	0.9	0	0	0.9	0.1	0	1	1	18,630	60	2,962	1,863	1,251.826843	1,863	0.001219	10	1,567,070.444444
24.8	6	181.6	475.48537	0	0	0	0	0.7	7	0	0	0	0	0.7	0	0	0.7	0.3	0	1	1	642	60	66	64.2	2.898275	64.2	0.002105	10	8.4
20	6	147.9	166.011114	0	0	0	0	0.5	5	0	0	0	0	0.5	0	0	0.5	0.5	0	1	1	630	60	66	63	3.162278	63	0.006024	10	10
27.2	6	63.6	409.936276	0	0	0	0.1	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	9,426	60	1,514	942.6	738.174957	942.6	0.002879	10	544,902.266667
27.2	6	64	481.672064	0	0	0	0.2	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	12,127	60	2,962	1,212.7	1,137.097284	1,212.7	0.002095	10	1,292,990.233333
20	6	131.2	832.84764	0.1	0	0	0	0.5	5	0	1	0	0	0.5	0	0	0.5	0.5	0	1	1	630	60	66	63	3.162278	63	0.001462	10	10
32	6	231.9	559,240.533333	0	0	0	0	1	10	0	0	0	0	1	0	0	1	0	0	1	1	660	66	66	66	0	66	0.000002	10	0
17.6	17	113.8	170.02189	0	0	0	0.2	0.4	4	0	0	0	0	0.4	0	0	0.4	0.6	0	1	1	1,433	60	841	143.3	245.457419	143.3	0.005882	10	60,249.344444
17.6	17	97.6	213.293193	0	0	0	0.1	0.4	4	0	0	0	0	0.4	0	0	0.4	0.6	0	1	1	714	60	156	71.4	29.859672	71.4	0.005419	10	891.6
24.8	6	181.2	298.828994	0.1	0	0	0	0.7	7	0	1	0	0	0.7	0	0	0.7	0.3	0	1	1	642	60	66	64.2	2.898275	64.2	0.003387	10	8.4
9.6	17	57.2	152.534567	0	0	0	0	0.1	1	0	0	0	0	0.1	0	0	0.1	0.8	0.1	0.9	0.9	606	60	66	60.6	1.897367	60.6	0.007779	10	3.6
24	6	57.6	901.225612	0	0	0	0	0.7	7	0	0	0	0	0.7	0	0	0.7	0.2	0.1	0.9	0.9	13,674	60	2,962	1,367.4	1,070.868827	1,367.4	0.002579	10	1,146,760.044444
32	6	64	754.1542	0	0	0	0.2	1	10	0	0	0	0	1	0	0	1	0	0	1	1	15,715	156	4,410	1,571.5	1,111.819655	1,571.5	0.001342	10	1,236,142.944444
20	6	57.7	188.181582	0	0	0	0	0.5	5	0	0	0	0	0.5	0	0	0.5	0.5	0	1	1	9,476	60	2,962	947.6	1,001.370971	947.6	0.005331	10	1,002,743.822222
20	6	82.7	262.583828	0	0	0	0.1	0.5	5	0	0	0	0	0.5	0.1	0	0.5	0.5	0	1	1	5,244	60	1,514	524.4	684.922575	524.4	0.004164	10	469,118.933333
32.8	6	64	2,961.242587	0	0.1	0	0	0.9	9	1	0	0	0.1	0.9	0	0	1	0	0	1	1	13,700	74	1,514	1,370	455.367983	1,370	0.000382	10	207,360
15.2	6	95.2	277.107822	0	0	0	0.1	0.4	4	0	0	0	0	0.4	0	0	0.4	0.3	0.3	0.7	0.7	2,335	60	1,777	233.5	542.337994	233.5	0.003652	10	294,130.5
20.8	6	158.4	282.598859	0	0	0	0	0.6	6	0	0	0	0	0.6	0.1	0	0.6	0.2	0.2	0.8	0.8	662	60	86	66.2	7.509993	66.2	0.00359	10	56.4
22.4	6	130.8	251.389253	0	0	0	0.1	0.6	6	0	0	0	0	0.6	0	0	0.6	0.4	0	1	1	1,032	60	336	103.2	86.800922	103.2	0.003978	10	7,534.4
24.8	6	148	234.575513	0	0	0	0.1	0.7	7	0	0	0	0.2	0.5	0	0	0.7	0.3	0	1	1	1,123	60	345	112.3	102.681871	112.3	0.004844	10	10,543.566667
20.8	6	95.7	222.554361	0	0.1	0	0.1	0.5	5	1	0	0	0.1	0.4	0	0	0.5	0.5	0	1	1	1,007	60	339	100.7	88.691788	100.7	0.004942	10	7,866.233333
12.8	17	64	151.247467	0.1	0	0	0	0.2	2	0	1	0	0.2	0	0.1	0	0.2	0.8	0	1	1	622	60	70	62.2	3.705851	62.2	0.006664	10	13.733333
20.8	6	59.3	247.407774	0.1	0.1	0	0.1	0.4	4	1	1	0	0.3	0.2	0	0	0.5	0.5	0	1	1	1,013	60	441	101.3	119.44692	101.3	0.004422	10	14,267.566667
10.4	17	89.5	211.617643	0	0	0	0.1	0.1	1	0	0	0	0	0.1	0.1	0	0.1	0.9	0	1	1	908	60	230	90.8	60.215908	90.8	0.004904	10	3,625.955556
10.4	17	102.2	185.470497	0	0	0	0	0.1	1	0	0	0	0	0.1	0	0	0.1	0.9	0	1	1	2,378	60	1,514	237.8	453.456307	237.8	0.005575	10	205,622.622222
32	6	63.6	922.352113	0	0	0	0.2	1	10	0	0	0	0	1	0	0	1	0	0	1	1	15,876	66	4,410	1,587.6	1,402.194803	1,587.6	0.001141	10	1,966,150.266667
18.4	17	61.1	182.418942	0	0.1	0	0.1	0.4	4	1	0	0	0.1	0.3	0	0	0.4	0.6	0	1	1	2,170	60	1,514	217	456.687834	217	0.005482	10	208,563.777778
20	6	64	233.443572	0	0	0	0	0.5	5	0	0	0	0	0.5	0	0	0.5	0.5	0	1	1	9,318	60	2,962	931.8	1,015.311425	931.8	0.004518	10	1,030,857.288889
30.8	6	64	723.280566	0.1	0	0	0.1	1	10	0	1	0	0	0.9	0	0	1	0	0	1	1	23,041	60	5,077	2,304.1	1,372.480354	2,304.1	0.001383	10	1,883,702.322222
17.6	17	63.6	481.235472	0.1	0	0	0.1	0.4	4	0	1	0	0	0.4	0	0	0.4	0.6	0	1	1	714	60	156	71.4	29.859672	71.4	0.002362	10	891.6
29.6	6	215.2	1,113.226637	0	0	0	0	0.9	9	0	0	0	0	0.9	0	0	0.9	0.1	0	1	1	654	60	66	65.4	1.897367	65.4	0.000939	10	3.6
26	6	133.6	490.843173	0.1	0	0	0.1	0.8	8	0	1	0	0	0.7	0	0	0.8	0.2	0	1	1	649	60	73	64.9	4.012481	64.9	0.002282	10	16.1
20	6	114	146.066655	0	0	0	0.1	0.5	5	0	0	0	0	0.5	0	0	0.5	0.5	0	1	1	736	60	172	73.6	34.702546	73.6	0.007731	10	1,204.266667
27.2	6	181.6	730.676794	0	0	0	0.1	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	681	60	99	68.1	11.140018	68.1	0.001596	10	124.1
22.4	6	129.8	119.592946	0	0	0	0.1	0.6	6	0	0	0	0	0.6	0	0	0.6	0.4	0	1	1	667	60	97	66.7	11.055918	66.7	0.008362	10	122.233333
20	6	63.2	94.005173	0	0	0	0.3	0.5	5	0	0	0	0	0.2	0	0	0.5	0.5	0	1	1	742	60	156	74.2	29.532656	74.2	0.011806	10	872.177778
20	6	64	189.278771	0	0	0	0.1	0.5	5	0	0	0	0	0.5	0	0	0.5	0.5	0	1	1	8,521	60	4,410	852.1	1,376.112112	852.1	0.005388	10	1,893,684.544444
27.2	6	64	569.901491	0	0	0	0.1	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	11,269	60	1,514	1,126.9	637.454739	1,126.9	0.001777	10	406,348.544444
12.8	17	82.7	202.748753	0	0	0	0.1	0.2	2	0	0	0	0	0.2	0	0	0.2	0.8	0	1	1	1,151	60	339	115.1	97.543665	115.1	0.005763	10	9,514.766667
27.2	6	64	417.642888	0	0	0	0	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	15,128	60	2,962	1,512.8	967.334574	1,512.8	0.003941	10	935,736.177778
27.2	6	64	1,017.195518	0	0	0	0	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	22,368	60	5,858	2,236.8	1,839.516651	2,236.8	0.000984	10	3,383,821.511111
27.2	6	198.4	380.708535	0	0	0	0	0.8	8	0	0	0	0	0.8	0	0	0.8	0.2	0	1	1	648	60	66	64.8	2.529822	64.8	0.002646	10	6.4
22.4	6	147.6	401.364963	0	0	0	0	0.6	6	0	0	0	0	0.6	0.1	0	0.6	0.4	0	1	1	659	60	83	65.9	6.640783	65.9	0.002557	10	44.1
22.4	6	64	339.512543	0	0	0	0.1	0.6	6	0	0	0	0	0.6	0	0	0.6	0.4	0	1	1	7,982	60	1,514	798.2	755.257984	798.2	0.00325	10	570,414.622222
22.4	6	64	363.675334	0	0	0	0	0.6	6	0	0	0	0	0.6	0.2	0	0.6	0.4	0	1	1	9,361	60	1,514	936.1	746.094193	936.1	0.002759	10	556,656.544444
27.2	6	137.6	533.307564	0	0	0	0	0.8	8	0	0	0	0	0.8	0.1	0	0.8	0.2	0	1	1	8,169	60	2,962	816.9	1,006.31787	816.9	0.001883	10	1,012,675.655556
29.6	6	164.8	1,317.72039	0	0	0	0	0.9	9	0	0	0	0	0.9	0	0	0.9	0.1	0	1	1	6,446	60	2,962	644.6	1,012.833232	644.6	0.000911	10	1,025,831.155556

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Size of the auto-converted Parquet files (First 5GB):

637 MB

Number of rows (First 5GB):

16,027,468

Estimated number of rows:

34,804,337