Subset (2)

machine_learning · 2.83M rows

Split (1)

train · 2.83M rows

Destination Port int64	Flow Duration int64	Total Fwd Packets int64	Total Backward Packets int64	Total Length of Fwd Packets int64	Total Length of Bwd Packets int64	Fwd Packet Length Max int64	Fwd Packet Length Min int64	Fwd Packet Length Mean float64	Fwd Packet Length Std float64	Bwd Packet Length Max int64	Bwd Packet Length Min int64	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 int64	Flow IAT Min int64	Fwd IAT Total int64	Fwd IAT Mean float64	Fwd IAT Std float64	Fwd IAT Max int64	Fwd IAT Min int64	Bwd IAT Total int64	Bwd IAT Mean float64	Bwd IAT Std float64	Bwd IAT Max int64	Bwd IAT Min int64	Fwd PSH Flags int64	Fwd Header Length int64	Bwd Header Length int64	Fwd Packets/s float64	Bwd Packets/s float64	Min Packet Length int64	Max Packet Length int64	Packet Length Mean float64	Packet Length Std float64	Packet Length Variance float64	SYN Flag Count int64	PSH Flag Count int64	ACK Flag Count int64	URG Flag Count int64	Down/Up Ratio int64	Average Packet Size float64	Avg Fwd Segment Size float64	Avg Bwd Segment Size float64	Fwd Header Length_duplicated_0 int64	Subflow Fwd Packets int64	Subflow Fwd Bytes int64	Subflow Bwd Packets int64	Subflow Bwd Bytes int64	Init_Win_bytes_forward int64	Init_Win_bytes_backward int64	act_data_pkt_fwd int64	min_seg_size_forward int64	Active Mean float64	Active Std float64	Active Max int64	Active Min int64	Idle Mean float64	Idle Std float64	Idle Max int64	Idle Min int64	Label large_string
80	41,800	1	1	0	0	0	0	0	0	0	0	0	0	0	47.84689	41,800	0	41,800	41,800	0	0	0	0	0	0	0	0	0	0	0	32	32	23.923445	23.923445	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	245	350	0	32	0	0	0	0	0	0	0	0	BENIGN
80	42,238	1	1	0	0	0	0	0	0	0	0	0	0	0	47.350727	42,238	0	42,238	42,238	0	0	0	0	0	0	0	0	0	0	0	32	32	23.675363	23.675363	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	245	350	0	32	0	0	0	0	0	0	0	0	BENIGN
80	2,751,439	2	1	0	0	0	0	0	0	0	0	0	0	0	1.090339	1,375,719.5	1,885,885.605	2,709,242	42,197	2,751,439	2,751,439	0	2,751,439	2,751,439	0	0	0	0	0	0	64	32	0.726892	0.363446	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	1	0	245	350	0	32	0	0	0	0	0	0	0	0	BENIGN
443	48	2	0	31	0	31	0	15.5	21.92031	0	0	0	0	645,833.3333	41,666.66667	48	0	48	48	48	48	0	48	48	0	0	0	0	0	1	64	0	41,666.66667	0	0	31	20.666667	17.897858	320.333333	1	0	1	0	0	31	15.5	0	64	2	31	0	0	348	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	30,784,671	8	6	1,661	1,433	833	0	207.625	375.310895	1,097	0	238.833333	438.723793	100.504566	0.454772	2,368,051.615	4,342,416.213	10,200,000	68	21,100,000	3,010,562.143	4,879,586.429	10,300,000	391	30,700,000	6,149,763	5,281,617.354	10,300,000	39,271	0	180	132	0.25987	0.194902	0	1,097	206.266667	377.711618	142,666.0667	0	1	0	0	0	221	207.625	238.833333	180	8	1,661	6	1,433	29,200	64	7	20	410,489.5	529,862.6883	785,159	35,820	10,100,000	155,164.6836	10,200,000	10,000,000	BENIGN
80	30,297,998	8	6	1,650	654	815	0	206.25	372.657924	318	0	109	161.907381	76.044628	0.462077	2,330,615.231	4,360,607.502	10,200,000	56	20,600,000	2,935,916.571	4,914,090.95	10,300,000	7,914	30,300,000	6,052,359.8	5,410,685.93	10,300,000	45,526	0	180	132	0.264044	0.198033	0	815	153.6	287.959769	82,920.82857	0	1	0	0	0	164.571429	206.25	109	180	8	1,650	6	654	29,200	64	7	20	165,541.5	183,226.2162	295,102	35,981	10,100,000	155,424.1918	10,200,000	10,000,000	BENIGN
80	30,314,378	8	6	1,647	654	810	0	205.875	371.95485	318	0	109	161.907381	75.904576	0.461827	2,331,875.231	4,359,109.514	10,200,000	51	20,600,000	2,935,916.429	4,907,469.913	10,200,000	7,933	30,300,000	6,055,631.6	5,404,537.309	10,200,000	45,802	0	180	132	0.263901	0.197926	0	810	153.4	287.465725	82,636.54286	0	1	0	0	0	164.357143	205.875	109	180	8	1,647	6	654	29,200	64	7	20	175,033.5	196,358.6034	313,880	36,187	10,100,000	100,612.8097	10,200,000	10,000,000	BENIGN
80	10,571,729	9	5	2,518	960	843	0	279.777778	412.213773	318	0	192	172.545646	328.99065	1.324287	813,209.9231	2,768,702.868	10,000,000	20	10,500,000	1,316,924	3,519,537.296	10,000,000	7,582	10,500,000	2,633,798.75	4,952,890.383	10,100,000	45,804	0	200	112	0.851327	0.47296	0	843	231.866667	333.896662	111,486.981	0	1	0	0	0	248.428571	279.777778	192	200	9	2,518	5	960	29,200	8,201	8	20	509,827	0	509,827	509,827	10,000,000	0	10,000,000	10,000,000	BENIGN
443	30,125,088	10	12	1,213	3,809	863	0	121.3	268.549209	1,460	0	317.416667	549.472054	166.704907	0.730288	1,434,528	3,574,883.421	10,200,000	2	20,500,000	2,280,279.556	4,489,414.949	10,200,000	190	30,100,000	2,735,351.273	4,668,920.234	10,200,000	2	0	220	252	0.331949	0.398339	0	1,460	218.347826	438.479668	192,264.419	0	1	0	0	1	228.272727	121.3	317.416667	220	10	1,213	12	3,809	29,200	63	9	20	65,867.66667	51,281.14806	125,082	36,204	9,975,827.333	355,358.371	10,200,000	9,566,365	BENIGN
80	35,637	1	1	6	6	6	6	6	0	6	6	6	0	336.728681	56.121447	35,637	0	35,637	35,637	0	0	0	0	0	0	0	0	0	0	0	20	20	28.060723	28.060723	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	269	64	0	20	0	0	0	0	0	0	0	0	BENIGN
80	36,250	1	1	6	6	6	6	6	0	6	6	6	0	331.034483	55.172414	36,250	0	36,250	36,250	0	0	0	0	0	0	0	0	0	0	0	20	20	27.586207	27.586207	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	245	64	0	20	0	0	0	0	0	0	0	0	BENIGN
80	35,919	1	1	6	6	6	6	6	0	6	6	6	0	334.085025	55.680837	35,919	0	35,919	35,919	0	0	0	0	0	0	0	0	0	0	0	20	20	27.840419	27.840419	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	245	64	0	20	0	0	0	0	0	0	0	0	BENIGN
443	36,279	1	1	6	6	6	6	6	0	6	6	6	0	330.769867	55.128311	36,279	0	36,279	36,279	0	0	0	0	0	0	0	0	0	0	0	20	20	27.564156	27.564156	6	6	6	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	303	63	0	20	0	0	0	0	0	0	0	0	BENIGN
443	30,894,678	12	10	1,166	3,803	769	0	97.166667	222.375127	1,867	0	380.3	688.982995	160.836763	0.712097	1,471,175.143	3,559,151.554	10,100,000	1	21,100,000	1,914,483	4,041,047.316	10,100,000	1	30,900,000	3,428,778.333	4,932,330.924	10,200,000	3	0	260	212	0.388416	0.32368	0	1,867	216.043478	490.931071	241,013.3162	0	1	0	0	0	225.863636	97.166667	380.3	260	12	1,166	10	3,803	29,200	63	11	20	323,774.6667	493,266.4184	893,337	35,704	9,974,450.333	162,896.1222	10,100,000	9,793,079	BENIGN
80	117,404,463	72	72	31,140	37,980	859	6	432.5	429.493019	1,054	6	527.5	525.17659	588.734008	1.226529	821,010.2308	1,341,921.982	3,439,493	14	117,000,000	1,653,583.986	1,504,013.447	3,439,493	115,517	117,000,000	1,653,078.197	1,540,169.178	3,475,367	79,651	1	1,440	1,440	0.613265	0.613265	6	1,054	482.613793	479.778988	230,187.8776	1	0	1	0	1	485.965278	432.5	527.5	1,440	72	31,140	72	37,980	1,073	305	71	20	0	0	0	0	0	0	0	0	BENIGN
443	6,070,989	9	6	589	4,406	342	0	65.444444	121.892485	1,448	0	734.333333	777.532679	822.765451	2.470767	433,642.0714	1,514,173.275	5,692,736	7	6,070,989	758,873.625	1,994,289.087	5,692,736	48	237,817	47,563.4	63,673.06164	123,960	49	0	296	200	1.48246	0.988307	0	1,448	312.1875	568.992703	323,752.6958	0	1	0	0	0	333	65.444444	734.333333	296	9	589	6	4,406	29,200	4,916	3	32	378,205	0	378,205	378,205	5,692,736	0	5,692,736	5,692,736	BENIGN
443	40,569,624	15	17	3,501	10,854	1,448	0	233.4	502.538954	2,896	0	638.470588	878.155035	353.836161	0.788767	1,308,697.548	3,367,007.766	10,100,000	1	31,000,000	2,212,152.786	4,281,229.803	10,200,000	1	40,500,000	2,529,562.188	4,453,315.668	10,200,000	1	0	488	540	0.369735	0.419033	0	2,896	435	736.902385	543,025.125	0	1	0	0	1	448.59375	233.4	638.470588	488	15	3,501	17	10,854	29,200	7,881	5	32	231,835.75	270,864.8817	638,133	96,269	9,910,570.25	280,526.4691	10,100,000	9,503,216	BENIGN
443	6,004,604	9	6	592	4,406	342	0	65.777778	122.291432	1,448	0	734.333333	777.532679	832.361301	2.498083	428,900.2857	1,504,843.006	5,655,295	7	6,004,604	750,575.5	1,982,675.024	5,655,295	48	207,623	41,524.6	55,001.94909	101,899	48	0	296	200	1.49885	0.999233	0	1,448	312.375	568.951653	323,705.9833	0	1	0	0	0	333.2	65.777778	734.333333	296	9	592	6	4,406	29,200	4,919	3	32	349,261	0	349,261	349,261	5,655,295	0	5,655,295	5,655,295	BENIGN
443	115,986,388	22	20	3,493	5,643	2,896	0	158.772727	616.859553	2,896	0	282.15	739.475723	78.767864	0.362111	2,828,936.293	4,493,390.329	10,100,000	1	116,000,000	5,523,161.333	5,080,440.692	10,200,000	5	113,000,000	5,934,289.263	5,164,663.523	10,200,000	1	0	712	648	0.189677	0.172434	0	2,896	212.465116	665.227793	442,528.0166	0	1	0	0	0	217.52381	158.772727	282.15	712	22	3,493	20	5,643	29,200	7,820	5	32	133,841.2727	109,279.5279	463,331	100,702	10,100,000	56,214.21612	10,100,000	9,959,977	BENIGN
443	502	1	1	0	0	0	0	0	0	0	0	0	0	0	3,984.063745	502	0	502	502	0	0	0	0	0	0	0	0	0	0	0	32	32	1,992.031873	1,992.031873	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	37,648	4,972	0	32	0	0	0	0	0	0	0	0	BENIGN
80	47,478	3	4	438	859	438	0	146	252.879418	859	0	214.75	429.5	27,317.91567	147.436708	7,913	11,924.0396	23,401	1	23,682	11,841	16,477.00222	23,492	190	24,077	8,025.666667	13,394.84443	23,489	1	0	104	136	63.18716	84.249547	0	859	162.125	320.590722	102,778.4107	0	1	0	0	1	185.285714	146	214.75	104	3	438	4	859	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	47,276	3	4	438	859	438	0	146	252.879418	859	0	214.75	429.5	27,434.63914	148.066672	7,879.333333	11,913.08287	23,344	7	23,507	11,753.5	16,472.05247	23,401	106	23,932	7,977.333333	13,300.75901	23,332	7	0	104	136	63.457145	84.609527	0	859	162.125	320.590722	102,778.4107	0	1	0	0	1	185.285714	146	214.75	104	3	438	4	859	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	13,134	2	0	0	0	0	0	0	0	0	0	0	0	0	152.276534	13,134	0	13,134	13,134	13,134	13,134	0	13,134	13,134	0	0	0	0	0	0	64	0	152.276534	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	39,549	2	0	0	0	0	0	0	0	0	0	0	0	0	50.570179	39,549	0	39,549	39,549	39,549	39,549	0	39,549	39,549	0	0	0	0	0	0	64	0	50.570179	0	0	0	0	0	0	0	0	1	0	0	0	0	0	64	2	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	3,578,909	3	3	0	0	0	0	0	0	0	0	0	0	0	1.676489	715,781.8	984,923.316	2,023,561	49	1,555,348	777,674	1,066,776.645	1,531,999	23,349	3,555,609	1,777,804.5	347,713.3957	2,023,675	1,531,934	0	104	112	0.838244	0.838244	0	0	0	0	0	0	1	0	0	1	0	0	0	104	3	0	3	0	29,200	29	0	32	0	0	0	0	0	0	0	0	BENIGN
80	23,260	1	1	0	0	0	0	0	0	0	0	0	0	0	85.984523	23,260	0	23,260	23,260	0	0	0	0	0	0	0	0	0	0	0	32	32	42.992261	42.992261	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	229	29	0	32	0	0	0	0	0	0	0	0	BENIGN
80	294,454	3	4	438	860	438	0	146	252.879418	860	0	215	430	4,408.15883	23.772813	49,075.66667	97,749.02664	247,257	4	270,707	135,353.5	158,255.4474	247,257	23,450	271,059	90,353	156,079.6076	270,578	4	0	104	136	10.188349	13.584465	0	860	162.25	320.901298	102,977.6429	0	1	0	0	1	185.428571	146	215	104	3	438	4	860	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	132,284	3	4	439	860	439	0	146.333333	253.456768	860	0	215	430	9,819.781682	52.916452	22,047.33333	32,950.78426	85,113	1	108,489	54,244.5	43,654.65135	85,113	23,376	108,965	36,321.66667	62,747.36294	108,776	1	0	104	136	22.67848	30.237973	0	860	162.375	321.024226	103,056.5536	0	1	0	0	1	185.571429	146.333333	215	104	3	439	4	860	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	134,843	3	0	0	0	0	0	0	0	0	0	0	0	0	22.248096	67,421.5	33,876.77878	91,376	43,467	134,843	67,421.5	33,876.77878	91,376	43,467	0	0	0	0	0	0	96	0	22.248096	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	65,581	3	0	0	0	0	0	0	0	0	0	0	0	0	45.744957	32,790.5	14,912.17491	43,335	22,246	65,581	32,790.5	14,912.17491	43,335	22,246	0	0	0	0	0	0	96	0	45.744957	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	134,165	3	4	438	860	438	0	146	252.879418	860	0	215	430	9,674.654344	52.174561	22,360.83333	33,641.28982	86,975	3	110,413	55,206.5	44,927.44356	86,975	23,438	110,798	36,932.66667	63,671.56667	110,454	3	0	104	136	22.360526	29.814035	0	860	162.25	320.901298	102,977.6429	0	1	0	0	1	185.428571	146	215	104	3	438	4	860	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	134,221	3	4	438	860	438	0	146	252.879418	860	0	215	430	9,670.617862	52.152793	22,370.16667	33,665.57212	87,047	3	110,503	55,251.5	44,965.62732	87,047	23,456	110,835	36,945	63,671.3124	110,466	3	0	104	136	22.351197	29.801596	0	860	162.25	320.901298	102,977.6429	0	1	0	0	1	185.428571	146	215	104	3	438	4	860	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	182,581	3	4	438	860	438	0	146	252.879418	860	0	215	430	7,109.173463	38.339148	30,430.16667	52,731.65203	135,566	4	158,779	79,389.5	79,445.56819	135,566	23,213	159,384	53,128	91,580.79563	158,876	4	0	104	136	16.431063	21.908085	0	860	162.25	320.901298	102,977.6429	0	1	0	0	1	185.428571	146	215	104	3	438	4	860	29,200	31	1	32	0	0	0	0	0	0	0	0	BENIGN
80	70,982	3	0	0	0	0	0	0	0	0	0	0	0	0	42.264236	35,491	6,443.15699	40,047	30,935	70,982	35,491	6,443.15699	40,047	30,935	0	0	0	0	0	0	96	0	42.264236	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	134,963	3	0	0	0	0	0	0	0	0	0	0	0	0	22.228314	67,481.5	33,220.58369	90,972	43,991	134,963	67,481.5	33,220.58369	90,972	43,991	0	0	0	0	0	0	96	0	22.228314	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	134,935	3	0	0	0	0	0	0	0	0	0	0	0	0	22.232927	67,467.5	33,207.85576	90,949	43,986	134,935	67,467.5	33,207.85576	90,949	43,986	0	0	0	0	0	0	96	0	22.232927	0	0	0	0	0	0	0	0	1	0	0	0	0	0	96	3	0	0	0	242	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
80	3,432,014	3	3	0	0	0	0	0	0	0	0	0	0	0	1.748245	686,402.8	956,364.2612	2,023,712	30	1,408,302	704,151	962,960.642	1,385,067	23,235	3,408,848	1,704,424	451,583.8463	2,023,742	1,385,106	0	104	112	0.874122	0.874122	0	0	0	0	0	0	1	0	0	1	0	0	0	104	3	0	3	0	29,200	29	0	32	0	0	0	0	0	0	0	0	BENIGN
80	23,174	1	1	0	0	0	0	0	0	0	0	0	0	0	86.303616	23,174	0	23,174	23,174	0	0	0	0	0	0	0	0	0	0	0	32	32	43.151808	43.151808	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	229	29	0	32	0	0	0	0	0	0	0	0	BENIGN
443	116,753,260	23	20	1,912	4,557	1,551	0	83.130435	323.693781	2,896	0	227.85	679.853489	55.407446	0.368298	2,779,839.524	4,453,829.455	10,200,000	16	117,000,000	5,306,966.364	5,074,709.608	10,300,000	18	114,000,000	5,984,548.368	5,125,918.477	10,300,000	180	0	744	648	0.196997	0.171301	0	2,896	147.022727	513.381199	263,560.2553	0	1	0	0	0	150.441861	83.130435	227.85	744	23	1,912	20	4,557	29,200	6,261	4	32	207,028.2727	328,191.1147	1,196,561	107,745	10,100,000	47,861.03163	10,200,000	10,000,000	BENIGN
53	24,626	2	2	60	448	30	30	30	0	224	224	224	0	20,628.60391	162.429952	8,208.666667	14,171.08102	24,572	4	50	50	0	50	50	4	4	0	4	4	0	80	64	81.214976	81.214976	30	224	107.6	106.258176	11,290.8	0	0	0	0	1	134.5	30	224	80	2	60	2	448	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	267	2	2	104	332	52	52	52	0	166	166	166	0	1,632,958.801	14,981.27341	89	151.55527	264	1	1	1	0	1	1	2	2	0	2	2	0	80	80	7,490.636704	7,490.636704	52	166	97.6	62.440372	3,898.8	0	0	0	0	1	122	52	166	80	2	104	2	332	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	104	212	52	52	52	0	106	106	106	0	1,519,230.769	19,230.76923	69.333333	78.500531	156	3	49	49	0	49	49	3	3	0	3	3	0	80	80	9,615.384615	9,615.384615	52	106	73.6	29.577018	874.8	0	0	0	0	1	92	52	106	80	2	104	2	212	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	107,416	2	2	72	286	36	36	36	0	143	143	143	0	3,332.836821	37.2384	35,805.33333	61,971.6271	107,364	4	48	48	0	48	48	4	4	0	4	4	0	80	64	18.6192	18.6192	36	143	78.8	58.606314	3,434.7	0	0	0	0	1	98.5	36	143	80	2	72	2	286	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	181	2	2	62	94	31	31	31	0	47	47	47	0	861,878.453	22,099.44751	60.333333	98.439491	174	3	4	4	0	4	4	3	3	0	3	3	0	64	64	11,049.72376	11,049.72376	31	47	37.4	8.763561	76.8	0	0	0	0	1	46.75	31	47	64	2	62	2	94	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,997	2	2	82	248	41	41	41	0	124	124	124	0	13,751.71896	166.687503	7,999	13,810.52385	23,946	4	47	47	0	47	47	4	4	0	4	4	0	80	64	83.343751	83.343751	41	124	74.2	45.460972	2,066.7	0	0	0	0	1	92.75	41	124	80	2	82	2	248	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	24,311	2	2	82	216	41	41	41	0	108	108	108	0	12,257.82568	164.534573	8,103.666667	14,031.63235	24,306	1	1	1	0	1	1	4	4	0	4	4	0	80	64	82.267286	82.267286	41	108	67.8	36.697411	1,346.7	0	0	0	0	1	84.75	41	108	80	2	82	2	216	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	348	2	2	84	228	42	42	42	0	114	114	114	0	896,551.7241	11,494.25287	116	199.185843	346	1	1	1	0	1	1	1	1	0	1	1	0	40	40	5,747.126437	5,747.126437	42	114	70.8	39.436024	1,555.2	0	0	0	0	1	88.5	42	114	40	2	84	2	228	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	48,792	2	2	60	96	30	30	30	0	48	48	48	0	3,197.24545	81.980653	16,264	28,126.7833	48,742	1	1	1	0	1	1	49	49	0	49	49	0	80	40	40.990326	40.990326	30	48	37.2	9.859006	97.2	0	0	0	0	1	46.5	30	48	80	2	60	2	96	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	24,724	2	2	72	338	36	36	36	0	169	169	169	0	16,583.07717	161.786119	8,241.333333	14,270.94399	24,720	1	1	1	0	1	1	3	3	0	3	3	0	80	64	80.893059	80.893059	36	169	89.2	72.8471	5,306.7	0	0	0	0	1	111.5	36	169	80	2	72	2	338	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	50,545	2	2	64	96	32	32	32	0	48	48	48	0	3,165.496093	79.137402	16,848.33333	29,176.9732	50,539	3	3	3	0	3	3	3	3	0	3	3	0	40	40	39.568701	39.568701	32	48	38.4	8.763561	76.8	0	0	0	0	1	48	32	48	40	2	64	2	96	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	112,274	2	2	72	286	36	36	36	0	143	143	143	0	3,188.627821	35.627126	37,424.66667	64,817.09401	112,269	1	4	4	0	4	4	1	1	0	1	1	0	80	64	17.813563	17.813563	36	143	78.8	58.606314	3,434.7	0	0	0	0	1	98.5	36	143	80	2	72	2	286	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	253	2	2	104	212	52	52	52	0	106	106	106	0	1,249,011.858	15,810.27668	84.333333	102.666126	200	4	49	49	0	49	49	4	4	0	4	4	0	80	80	7,905.13834	7,905.13834	52	106	73.6	29.577018	874.8	0	0	0	0	1	92	52	106	80	2	104	2	212	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	74,284	2	2	90	266	45	45	45	0	133	133	133	0	4,792.418287	53.847396	24,761.33333	42,883.5573	74,279	1	1	1	0	1	1	4	4	0	4	4	0	64	40	26.923698	26.923698	45	133	80.2	48.199585	2,323.2	0	0	0	0	1	100.25	45	133	64	2	90	2	266	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	49,409	2	2	82	182	41	41	41	0	91	91	91	0	5,343.156105	80.956911	16,469.66667	28,523.70141	49,406	0	0	0	0	0	0	3	3	0	3	3	0	64	40	40.478455	40.478455	41	91	61	27.386128	750	0	0	0	0	1	76.25	41	91	64	2	82	2	182	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	160,182	2	2	90	522	45	45	45	0	261	261	261	0	3,820.654006	24.971595	53,394	92,437.82217	160,132	3	47	47	0	47	47	3	3	0	3	3	0	64	40	12.485797	12.485797	45	261	131.4	118.308072	13,996.8	0	0	0	0	1	164.25	45	261	64	2	90	2	522	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,206	2	2	60	414	30	30	30	0	207	207	207	0	19,581.92184	165.248286	8,068.666667	13,969.27845	24,199	3	3	3	0	3	3	4	4	0	4	4	0	80	40	82.624143	82.624143	30	207	100.8	96.946893	9,398.7	0	0	0	0	1	126	30	207	80	2	60	2	414	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	219	2	2	64	120	32	32	32	0	60	60	60	0	840,182.6484	18,264.84018	73	122.118795	214	1	1	1	0	1	1	4	4	0	4	4	0	40	40	9,132.420091	9,132.420091	32	60	43.2	15.336232	235.2	0	0	0	0	1	54	32	60	40	2	64	2	120	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	193	2	2	84	204	42	42	42	0	102	102	102	0	1,492,227.979	20,725.3886	64.333333	106.23245	187	3	3	3	0	3	3	3	3	0	3	3	0	40	40	10,362.6943	10,362.6943	42	102	66	32.863353	1,080	0	0	0	0	1	82.5	42	102	40	2	84	2	204	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	49,993	2	2	62	118	31	31	31	0	59	59	59	0	3,600.504071	80.011202	16,664.33333	28,859.14192	49,988	1	1	1	0	1	1	4	4	0	4	4	0	64	40	40.005601	40.005601	31	59	42.2	15.336232	235.2	0	0	0	0	1	52.75	31	59	64	2	62	2	118	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	259	2	2	82	254	41	41	41	0	127	127	127	0	1,297,297.297	15,444.01544	86.333333	144.337567	253	3	3	3	0	3	3	3	3	0	3	3	0	64	64	7,722.007722	7,722.007722	41	127	75.4	47.10414	2,218.8	0	0	0	0	1	94.25	41	127	64	2	82	2	254	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,413	2	2	60	158	30	30	30	0	79	79	79	0	8,929.668619	163.847131	8,137.666667	14,010.84767	24,316	48	48	48	0	48	48	49	49	0	49	49	0	80	40	81.923565	81.923565	30	79	49.6	26.838405	720.3	0	0	0	0	1	62	30	79	80	2	60	2	158	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	1,039	2	2	96	148	48	48	48	0	74	74	74	0	234,841.1935	3,849.85563	346.333333	595.538692	1,034	1	1	1	0	1	1	4	4	0	4	4	0	64	64	1,924.927815	1,924.927815	48	74	58.4	14.240787	202.8	0	0	0	0	1	73	48	74	64	2	96	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	311	2	2	96	180	48	48	48	0	90	90	90	0	887,459.8071	12,861.73633	103.666667	174.359781	305	3	3	3	0	3	3	3	3	0	3	3	0	64	64	6,430.868167	6,430.868167	48	90	64.8	23.004347	529.2	0	0	0	0	1	81	48	90	64	2	96	2	180	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	50,680	2	2	90	172	45	45	45	0	86	86	86	0	5,169.692186	78.926598	16,893.33333	29,215.95301	50,629	3	48	48	0	48	48	3	3	0	3	3	0	64	64	39.463299	39.463299	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	245	2	2	86	162	43	43	43	0	81	81	81	0	1,012,244.898	16,326.53061	81.666667	99.851556	194	3	48	48	0	48	48	3	3	0	3	3	0	64	64	8,163.265306	8,163.265306	43	81	58.2	20.813457	433.2	0	0	0	0	1	72.75	43	81	64	2	86	2	162	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	48,434	2	2	68	212	34	34	34	0	106	106	106	0	5,781.06289	82.586613	16,144.66667	27,959.05285	48,429	1	1	1	0	1	1	4	4	0	4	4	0	64	64	41.293306	41.293306	34	106	62.8	39.436024	1,555.2	0	0	0	0	1	78.5	34	106	64	2	68	2	212	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	58,286	2	2	94	206	47	47	47	0	103	103	103	0	5,147.033593	68.627115	19,428.66667	33,606.41167	58,234	4	48	48	0	48	48	4	4	0	4	4	0	64	64	34.313557	34.313557	47	103	69.4	30.672463	940.8	0	0	0	0	1	86.75	47	103	64	2	94	2	206	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	195	2	2	86	204	43	43	43	0	102	102	102	0	1,487,179.487	20,512.82051	65	71.042241	143	4	48	48	0	48	48	4	4	0	4	4	0	80	80	10,256.41026	10,256.41026	43	102	66.6	32.315631	1,044.3	0	0	0	0	1	83.25	43	102	80	2	86	2	204	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	193	2	2	86	228	43	43	43	0	114	114	114	0	1,626,943.005	20,725.3886	64.333333	108.831674	190	1	1	1	0	1	1	2	2	0	2	2	0	80	80	10,362.6943	10,362.6943	43	114	71.4	38.888302	1,512.3	0	0	0	0	1	89.25	43	114	80	2	86	2	228	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	24,323	2	2	64	148	32	32	32	0	74	74	74	0	8,716.030095	164.453398	8,107.666667	14,040.29253	24,320	1	1	1	0	1	1	2	2	0	2	2	0	64	64	82.226699	82.226699	32	74	48.8	23.004347	529.2	0	0	0	0	1	61	32	74	64	2	64	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	51,829	2	2	70	200	35	35	35	0	100	100	100	0	5,209.438731	77.17687	17,276.33333	29,920.02302	51,825	1	1	1	0	1	1	3	3	0	3	3	0	64	64	38.588435	38.588435	35	100	61	35.601966	1,267.5	0	0	0	0	1	76.25	35	100	64	2	70	2	200	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	236	2	2	94	230	47	47	47	0	115	115	115	0	1,372,881.356	16,949.15254	78.666667	131.933064	231	1	1	1	0	1	1	4	4	0	4	4	0	64	64	8,474.576271	8,474.576271	47	115	74.2	37.245134	1,387.2	0	0	0	0	1	92.75	47	115	64	2	94	2	230	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	25,007	2	2	72	122	36	36	36	0	61	61	61	0	7,757.827808	159.955213	8,335.666667	14,392.78324	24,955	3	49	49	0	49	49	3	3	0	3	3	0	40	40	79.977606	79.977606	36	61	46	13.693064	187.5	0	0	0	0	1	57.5	36	61	40	2	72	2	122	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,850	2	2	86	130	43	43	43	0	65	65	65	0	9,056.603774	167.714885	7,950	13,765.47387	23,845	1	1	1	0	1	1	4	4	0	4	4	0	64	64	83.857442	83.857442	43	65	51.8	12.049896	145.2	0	0	0	0	1	64.75	43	65	64	2	86	2	130	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	227	2	2	86	204	43	43	43	0	102	102	102	0	1,277,533.04	17,621.14537	75.666667	88.793769	175	4	48	48	0	48	48	4	4	0	4	4	0	80	80	8,810.572687	8,810.572687	43	102	66.6	32.315631	1,044.3	0	0	0	0	1	83.25	43	102	80	2	86	2	204	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	24,093	2	2	64	276	32	32	32	0	138	138	138	0	14,111.98273	166.023326	8,031	13,865.08579	24,041	3	49	49	0	49	49	3	3	0	3	3	0	64	64	83.011663	83.011663	32	138	74.4	58.058591	3,370.8	0	0	0	0	1	93	32	138	64	2	64	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	208	2	2	62	262	31	31	31	0	131	131	131	0	1,557,692.308	19,230.76923	69.333333	81.13158	159	1	1	1	0	1	1	48	48	0	48	48	0	64	64	9,615.384615	9,615.384615	31	131	71	54.772256	3,000	0	0	0	0	1	88.75	31	131	64	2	62	2	262	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,229	2	2	70	326	35	35	35	0	163	163	163	0	16,344.05052	165.091419	8,076.333333	13,943.60371	24,177	4	48	48	0	48	48	4	4	0	4	4	0	64	40	82.54571	82.54571	35	163	86.2	70.108487	4,915.2	0	0	0	0	1	107.75	35	163	64	2	70	2	326	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	81,912	2	2	90	196	45	45	45	0	98	98	98	0	3,491.551909	48.832894	27,304	47,288.45116	81,908	1	1	1	0	1	1	3	3	0	3	3	0	64	64	24.416447	24.416447	45	98	66.2	29.029296	842.7	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	273	2	2	62	274	31	31	31	0	137	137	137	0	1,230,769.231	14,652.01465	91	94.175368	191	4	191	191	0	191	191	4	4	0	4	4	0	64	64	7,326.007326	7,326.007326	31	137	73.4	58.058591	3,370.8	0	0	0	0	1	91.75	31	137	64	2	62	2	274	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	234	2	2	68	196	34	34	34	0	98	98	98	0	1,128,205.128	17,094.01709	78	92.956979	182	3	49	49	0	49	49	3	3	0	3	3	0	64	64	8,547.008547	8,547.008547	34	98	59.6	35.054244	1,228.8	0	0	0	0	1	74.5	34	98	64	2	68	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	47,086	2	2	72	154	36	36	36	0	77	77	77	0	4,799.728157	84.950941	15,695.33333	27,140.95681	47,035	3	48	48	0	48	48	3	3	0	3	3	0	40	40	42.47547	42.47547	36	77	52.4	22.456625	504.3	0	0	0	0	1	65.5	36	77	40	2	72	2	154	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	94,666	2	2	60	264	30	30	30	0	132	132	132	0	3,422.559314	42.253819	31,555.33333	54,490.97342	94,476	3	187	187	0	187	187	3	3	0	3	3	0	64	64	21.126909	21.126909	30	132	70.8	55.867701	3,121.2	0	0	0	0	1	88.5	30	132	64	2	60	2	264	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	261	2	2	62	446	31	31	31	0	223	223	223	0	1,946,360.153	15,325.6705	87	107.921268	209	4	4	4	0	4	4	48	48	0	48	48	0	64	64	7,662.835249	7,662.835249	31	223	107.8	105.162731	11,059.2	0	0	0	0	1	134.75	31	223	64	2	62	2	446	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	271	2	2	92	170	46	46	46	0	85	85	85	0	966,789.6679	14,760.1476	90.333333	150.400576	264	3	3	3	0	3	3	4	4	0	4	4	0	64	64	7,380.073801	7,380.073801	46	85	61.6	21.36118	456.3	0	0	0	0	1	77	46	85	64	2	92	2	170	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	216	2	2	90	196	45	45	45	0	98	98	98	0	1,324,074.074	18,518.51852	72	40.706265	119	48	49	49	0	49	49	48	48	0	48	48	0	64	64	9,259.259259	9,259.259259	45	98	66.2	29.029296	842.7	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	215	2	2	90	196	45	45	45	0	98	98	98	0	1,330,232.558	18,604.65116	71.666667	122.398257	213	1	1	1	0	1	1	1	1	0	1	1	0	64	64	9,302.325581	9,302.325581	45	98	66.2	29.029296	842.7	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	215	2	2	90	172	45	45	45	0	86	86	86	0	1,218,604.651	18,604.65116	71.666667	118.069189	208	3	4	4	0	4	4	3	3	0	3	3	0	64	64	9,302.325581	9,302.325581	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	199	2	2	90	172	45	45	45	0	86	86	86	0	1,316,582.915	20,100.50251	66.333333	108.831674	192	3	4	4	0	4	4	3	3	0	3	3	0	64	64	10,050.25126	10,050.25126	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,529	2	2	62	174	31	31	31	0	87	87	87	0	9,621.264626	163.072282	8,176.333333	14,157.49471	24,524	1	1	1	0	1	1	4	4	0	4	4	0	64	64	81.536141	81.536141	31	87	53.4	30.672463	940.8	0	0	0	0	1	66.75	31	87	64	2	62	2	174	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	212	2	2	58	166	29	29	29	0	83	83	83	0	1,056,603.774	18,867.92453	70.666667	116.337154	205	3	3	3	0	3	3	4	4	0	4	4	0	64	64	9,433.962264	9,433.962264	29	83	50.6	29.577018	874.8	0	0	0	0	1	63.25	29	83	64	2	58	2	166	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	206	2	2	90	196	45	45	45	0	98	98	98	0	1,388,349.515	19,417.47573	68.666667	116.337154	203	1	1	1	0	1	1	2	2	0	2	2	0	64	64	9,708.737864	9,708.737864	45	98	66.2	29.029296	842.7	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	367	2	2	90	196	45	45	45	0	98	98	98	0	779,291.5531	10,899.18256	122.333333	210.155498	365	1	1	1	0	1	1	1	1	0	1	1	0	64	64	5,449.591281	5,449.591281	45	98	66.2	29.029296	842.7	0	0	0	0	1	82.75	45	98	64	2	90	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	218	2	2	90	172	45	45	45	0	86	86	86	0	1,201,834.862	18,348.62385	72.666667	119.801224	211	3	4	4	0	4	4	3	3	0	3	3	0	64	64	9,174.311927	9,174.311927	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	200	2	2	90	172	45	45	45	0	86	86	86	0	1,310,000	20,000	66.666667	110.273901	194	3	3	3	0	3	3	3	3	0	3	3	0	64	64	10,000	10,000	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,214	2	2	92	138	46	46	46	0	69	69	69	0	189,456.3427	3,294.892916	404.666667	658.887193	1,165	1	1	1	0	1	1	48	48	0	48	48	0	64	64	1,647.446458	1,647.446458	46	69	55.2	12.597619	158.7	0	0	0	0	1	69	46	69	64	2	92	2	138	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	204	2	2	90	172	45	45	45	0	86	86	86	0	1,284,313.725	19,607.84314	68	110.851252	196	4	4	4	0	4	4	4	4	0	4	4	0	64	64	9,803.921569	9,803.921569	45	86	61.4	22.456625	504.3	0	0	0	0	1	76.75	45	86	64	2	90	2	172	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	270	2	2	58	190	29	29	29	0	95	95	95	0	918,518.5185	14,814.81481	90	115.112988	220	1	1	1	0	1	1	49	49	0	49	49	0	64	64	7,407.407407	7,407.407407	29	95	55.4	36.149689	1,306.8	0	0	0	0	1	69.25	29	95	64	2	58	2	190	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	205	2	2	58	166	29	29	29	0	83	83	83	0	1,092,682.927	19,512.19512	68.333333	113.160653	199	3	3	3	0	3	3	3	3	0	3	3	0	80	80	9,756.097561	9,756.097561	29	83	50.6	29.577018	874.8	0	0	0	0	1	63.25	29	83	80	2	58	2	166	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	202	2	2	70	166	35	35	35	0	83	83	83	0	1,168,316.832	19,801.9802	67.333333	110.563707	195	3	4	4	0	4	4	3	3	0	3	3	0	80	80	9,900.990099	9,900.990099	35	83	54.2	26.290683	691.2	0	0	0	0	1	67.75	35	83	80	2	70	2	166	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN

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