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 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	PSH Flag Count int64	ACK 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	Label large_string
80	3,254,785	3	3	6	6	6	0	2	3.464102	6	0	2	3.464102	3.686879	1.84344	650,957	926,778.159	2,023,674	63	1,231,111	615,555.5	837,575.7605	1,207,811	23,300	3,231,548	1,615,774	576,979.3345	2,023,760	1,207,788	84	84	0.92172	0.92172	0	6	1.714286	2.9277	8.571429	1	0	1	2	2	2	84	3	6	3	6	8,192	29	1	20	BENIGN
80	61,088	2	0	12	0	6	6	6	0	0	0	0	0	196.437926	32.739654	61,088	0	61,088	61,088	61,088	61,088	0	61,088	61,088	0	0	0	0	0	40	0	32.739654	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	253	-1	1	20	BENIGN
80	77,040	3	4	436	871	430	0	145.333333	246.546818	859	0	217.75	427.509357	16,965.21288	90.86189	12,840	14,134.93779	29,936	3	53,279	26,639.5	4,661.955008	29,936	23,343	53,736	17,912	30,735.67912	53,402	3	72	92	38.94081	51.92108	0	859	163.375	318.334477	101,336.8393	1	0	1	186.714286	145.333333	217.75	72	3	436	4	871	8,192	31	2	20	BENIGN
80	59,496	2	0	12	0	6	6	6	0	0	0	0	0	201.694232	33.615705	59,496	0	59,496	59,496	59,496	59,496	0	59,496	59,496	0	0	0	0	0	40	0	33.615705	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	253	-1	1	20	BENIGN
80	59,753	2	0	12	0	6	6	6	0	0	0	0	0	200.826737	33.471123	59,753	0	59,753	59,753	59,753	59,753	0	59,753	59,753	0	0	0	0	0	40	0	33.471123	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	253	-1	1	20	BENIGN
80	77,350	3	4	436	871	430	0	145.333333	246.546818	859	0	217.75	427.509357	16,897.22043	90.497738	12,891.66667	14,103.40617	29,959	3	53,402	26,701	4,607.507786	29,959	23,443	53,977	17,992.33333	30,690.25007	53,429	3	72	92	38.784745	51.712993	0	859	163.375	318.334477	101,336.8393	1	0	1	186.714286	145.333333	217.75	72	3	436	4	871	8,192	31	2	20	BENIGN
80	3,210,529	3	3	6	6	6	0	2	3.464102	6	0	2	3.464102	3.737702	1.868851	642,105.8	920,245.2195	2,023,548	51	1,186,981	593,490.5	806,187.2905	1,163,551	23,430	3,187,150	1,593,575	608,219.3121	2,023,651	1,163,499	84	84	0.934425	0.934425	0	6	1.714286	2.9277	8.571429	1	0	1	2	2	2	84	3	6	3	6	8,192	29	1	20	BENIGN
80	3,410,807	3	3	6	6	6	0	2	3.464102	6	0	2	3.464102	3.518229	1.759114	682,161.4	952,467.6575	2,023,972	61	1,386,835	693,417.5	947,392.272	1,363,325	23,510	3,387,397	1,693,698.5	467,163.53	2,024,033	1,363,364	84	84	0.879557	0.879557	0	6	1.714286	2.9277	8.571429	1	0	1	2	2	2	84	3	6	3	6	8,192	29	1	20	BENIGN
80	17,846	2	0	12	0	6	6	6	0	0	0	0	0	672.41959	112.069932	17,846	0	17,846	17,846	17,846	17,846	0	17,846	17,846	0	0	0	0	0	40	0	112.069932	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	256	-1	1	20	BENIGN
80	47,249	3	4	436	872	430	0	145.333333	246.546818	860	0	218	428.009346	27,683.12557	148.151284	7,874.833333	11,857.49163	23,185	4	23,522	11,761	16,279.01232	23,272	250	24,072	8,024	13,431.24402	23,530	4	72	92	63.493407	84.657876	0	860	163.5	318.646692	101,535.7143	1	0	1	186.857143	145.333333	218	72	3	436	4	872	8,192	31	2	20	BENIGN
80	14,768	2	0	12	0	6	6	6	0	0	0	0	0	812.567714	135.427952	14,768	0	14,768	14,768	14,768	14,768	0	14,768	14,768	0	0	0	0	0	40	0	135.427952	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	253	-1	1	20	BENIGN
80	158,860	2	0	12	0	6	6	6	0	0	0	0	0	75.53821	12.589702	158,860	0	158,860	158,860	158,860	158,860	0	158,860	158,860	0	0	0	0	0	40	0	12.589702	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	256	-1	1	20	BENIGN
80	58,559	2	0	12	0	6	6	6	0	0	0	0	0	204.921532	34.153589	58,559	0	58,559	58,559	58,559	58,559	0	58,559	58,559	0	0	0	0	0	40	0	34.153589	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	256	-1	1	20	BENIGN
80	45,323	2	0	12	0	6	6	6	0	0	0	0	0	264.766234	44.127706	45,323	0	45,323	45,323	45,323	45,323	0	45,323	45,323	0	0	0	0	0	40	0	44.127706	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	253	-1	1	20	BENIGN
80	99,919	3	4	435	871	429	0	145	245.96951	859	0	217.75	427.509357	13,070.58718	70.056746	16,653.16667	21,003.75533	52,678	3	76,118	38,059	20,674.38807	52,678	23,440	76,506	25,502	43,803.19989	76,081	3	72	92	30.02432	40.032426	0	859	163.25	318.214999	101,260.7857	1	0	1	186.571429	145	217.75	72	3	435	4	871	8,192	31	2	20	BENIGN
80	47,482	3	4	435	871	429	0	145	245.96951	859	0	217.75	427.509357	27,505.15985	147.424287	7,913.666667	11,843.89964	23,202	4	23,632	11,816	16,269.11282	23,320	312	24,280	8,093.333333	13,459.8304	23,631	4	72	92	63.181837	84.24245	0	859	163.25	318.214999	101,260.7857	1	0	1	186.571429	145	217.75	72	3	435	4	871	8,192	31	2	20	BENIGN
80	258,749	2	0	12	0	6	6	6	0	0	0	0	0	46.376991	7.729498	258,749	0	258,749	258,749	258,749	258,749	0	258,749	258,749	0	0	0	0	0	40	0	7.729498	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	253	-1	1	20	BENIGN
80	3,190,060	3	3	6	6	6	0	2	3.464102	6	0	2	3.464102	3.761685	1.880842	638,012	917,593.5818	2,024,074	91	1,165,986	582,993	791,696.5512	1,142,807	23,179	3,166,972	1,583,486	623,214.2185	2,024,165	1,142,807	84	84	0.940421	0.940421	0	6	1.714286	2.9277	8.571429	1	0	1	2	2	2	84	3	6	3	6	8,192	29	1	20	BENIGN
80	3,590,138	3	3	6	6	6	0	2	3.464102	6	0	2	3.464102	3.34249	1.671245	718,027.6	987,363.0208	2,023,923	39	1,566,215	783,107.5	1,074,572.498	1,542,945	23,270	3,566,946	1,783,473	340,102.8054	2,023,962	1,542,984	84	84	0.835622	0.835622	0	6	1.714286	2.9277	8.571429	1	0	1	2	2	2	84	3	6	3	6	8,192	29	1	20	BENIGN
80	55	2	0	12	0	6	6	6	0	0	0	0	0	218,181.8182	36,363.63636	55	0	55	55	55	55	0	55	55	0	0	0	0	0	40	0	36,363.63636	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	256	-1	1	20	BENIGN
80	88	2	0	12	0	6	6	6	0	0	0	0	0	136,363.6364	22,727.27273	88	0	88	88	88	88	0	88	88	0	0	0	0	0	40	0	22,727.27273	0	6	6	6	0	0	0	1	0	9	6	0	40	2	12	0	0	256	-1	1	20	BENIGN
53	206	2	2	86	118	43	43	43	0	59	59	59	0	990,291.2621	19,417.47573	68.666667	78.07902	155	3	3	3	0	3	3	48	48	0	48	48	64	64	9,708.737864	9,708.737864	43	59	49.4	8.763561	76.8	0	0	1	61.75	43	59	64	2	86	2	118	-1	-1	1	32	BENIGN
53	717,906	4	2	160	264	40	40	40	0	132	132	132	0	590.60657	8.35764	143,581.2	303,190.8922	685,362	3	32,496	10,832	18,756.3782	32,490	3	48	48	0	48	48	104	64	5.57176	2.78588	40	132	66.285714	44.891403	2,015.238095	0	0	0	77.333333	40	132	104	4	160	2	264	-1	-1	3	20	BENIGN
53	59,339	4	2	172	198	43	43	43	0	99	99	99	0	6,235.359544	101.113939	11,867.8	16,264.9347	31,592	3	31,643	10,547.66667	18,224.94116	31,592	3	49	49	0	49	49	80	40	67.409292	33.704646	43	99	59	27.325202	746.666667	0	0	0	68.833333	43	99	80	4	172	2	198	-1	-1	3	20	BENIGN
53	233	2	2	86	198	43	43	43	0	99	99	99	0	1,218,884.12	17,167.38197	77.666667	52.252592	138	47	48	48	0	48	48	47	47	0	47	47	64	64	8,583.690987	8,583.690987	43	99	65.4	30.672463	940.8	0	0	1	81.75	43	99	64	2	86	2	198	-1	-1	1	32	BENIGN
53	194	2	2	66	98	33	33	33	0	49	49	49	0	845,360.8247	20,618.5567	64.666667	28.867513	98	48	48	48	0	48	48	48	48	0	48	48	40	40	10,309.27835	10,309.27835	33	49	39.4	8.763561	76.8	0	0	1	49.25	33	49	40	2	66	2	98	-1	-1	1	20	BENIGN
53	200	2	2	70	102	35	35	35	0	51	51	51	0	860,000	20,000	66.666667	32.331615	104	48	48	48	0	48	48	48	48	0	48	48	64	64	10,000	10,000	35	51	41.4	8.763561	76.8	0	0	1	51.75	35	51	64	2	70	2	102	-1	-1	1	32	BENIGN
53	223,778	4	2	160	286	40	40	40	0	143	143	143	0	1,993.04668	26.812287	44,755.6	83,645.09551	192,399	3	31,375	10,458.33333	18,108.30252	31,368	3	4	4	0	4	4	80	40	17.874858	8.937429	40	143	69.428571	50.258854	2,525.952381	0	0	0	81	40	143	80	4	160	2	286	-1	-1	3	20	BENIGN
53	870	2	2	66	154	33	33	33	0	77	77	77	0	252,873.5632	4,597.701149	290	457.790345	818	4	4	4	0	4	4	48	48	0	48	48	40	40	2,298.850575	2,298.850575	33	77	50.6	24.099793	580.8	0	0	1	63.25	33	77	40	2	66	2	154	-1	-1	1	20	BENIGN
53	207	2	2	88	120	44	44	44	0	60	60	60	0	1,004,830.918	19,323.6715	69	35.510562	110	48	48	48	0	48	48	49	49	0	49	49	40	40	9,661.835749	9,661.835749	44	60	50.4	8.763561	76.8	0	0	1	63	44	60	40	2	88	2	120	-1	-1	1	20	BENIGN
53	180	2	2	70	178	35	35	35	0	89	89	89	0	1,377,777.778	22,222.22222	60	63.85139	129	3	3	3	0	3	3	48	48	0	48	48	64	64	11,111.11111	11,111.11111	35	89	56.6	29.577018	874.8	0	0	1	70.75	35	89	64	2	70	2	178	-1	-1	1	32	BENIGN
53	296,847	4	2	152	282	38	38	38	0	141	141	141	0	1,462.03263	20.212433	59,369.4	114,752.3248	262,974	2	33,825	11,275	19,484.71973	33,774	2	48	48	0	48	48	104	64	13.474955	6.737478	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	104	4	152	2	282	-1	-1	3	20	BENIGN
53	24,175	2	2	60	264	30	30	30	0	132	132	132	0	13,402.27508	165.460186	8,058.333333	13,874.30432	24,079	48	48	48	0	48	48	48	48	0	48	48	64	64	82.730093	82.730093	30	132	70.8	55.867701	3,121.2	0	0	1	88.5	30	132	64	2	60	2	264	-1	-1	1	32	BENIGN
53	295,753	4	2	152	282	38	38	38	0	141	141	141	0	1,467.440736	20.287199	59,150.6	114,511.4998	262,363	3	33,341	11,113.66667	19,243.37315	33,334	3	49	49	0	49	49	104	40	13.524799	6.7624	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	104	4	152	2	282	-1	-1	3	20	BENIGN
53	24,449	2	2	76	160	38	38	38	0	80	80	80	0	9,652.746534	163.605874	8,149.666667	14,073.22111	24,400	1	1	1	0	1	1	48	48	0	48	48	64	64	81.802937	81.802937	38	80	54.8	23.004347	529.2	0	0	1	68.5	38	80	64	2	76	2	160	-1	-1	1	32	BENIGN
53	149,180	4	2	152	282	38	38	38	0	141	141	141	0	2,909.237163	40.219869	29,836	50,034.71647	115,481	4	33,652	11,217.33333	19,383.97042	33,600	4	47	47	0	47	47	128	40	26.813246	13.406623	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	128	4	152	2	282	-1	-1	3	32	BENIGN
53	292,234	4	2	148	280	37	37	37	0	140	140	140	0	1,464.579755	20.531492	58,446.8	97,039.80912	223,751	3	68,435	22,811.66667	39,505.76952	68,429	3	48	48	0	48	48	104	52	13.687661	6.843831	37	140	66.428571	50.258854	2,525.952381	0	0	0	77.5	37	140	104	4	148	2	280	-1	-1	3	20	BENIGN
53	334,779	4	2	152	282	38	38	38	0	141	141	141	0	1,296.37761	17.922271	66,955.8	132,122.4403	301,942	2	32,788	10,929.33333	18,886.87336	32,738	2	49	49	0	49	49	104	64	11.948181	5.97409	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	104	4	152	2	282	-1	-1	3	20	BENIGN
53	23,784	2	2	66	98	33	33	33	0	49	49	49	0	6,895.39186	168.180289	7,928	13,687.55	23,733	3	3	3	0	3	3	48	48	0	48	48	64	64	84.090145	84.090145	33	49	39.4	8.763561	76.8	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	BENIGN
53	23,950	2	2	70	102	35	35	35	0	51	51	51	0	7,181.628392	167.014614	7,983.333333	13,782.52318	23,898	4	4	4	0	4	4	48	48	0	48	48	40	40	83.507307	83.507307	35	51	41.4	8.763561	76.8	0	0	1	51.75	35	51	40	2	70	2	102	-1	-1	1	20	BENIGN
53	196	2	2	96	180	48	48	48	0	90	90	90	0	1,408,163.265	20,408.16327	65.333333	70.924843	143	4	4	4	0	4	4	49	49	0	49	49	64	64	10,204.08163	10,204.08163	48	90	64.8	23.004347	529.2	0	0	1	81	48	90	64	2	96	2	180	-1	-1	1	32	BENIGN
53	175	2	2	88	120	44	44	44	0	60	60	60	0	1,188,571.429	22,857.14286	58.333333	60.169206	123	4	4	4	0	4	4	48	48	0	48	48	40	40	11,428.57143	11,428.57143	44	60	50.4	8.763561	76.8	0	0	1	63	44	60	40	2	88	2	120	-1	-1	1	20	BENIGN
53	296,821	4	2	152	282	38	38	38	0	141	141	141	0	1,462.160696	20.214203	59,364.2	114,599.0721	262,657	1	34,116	11,372	19,693.41771	34,112	1	48	48	0	48	48	104	40	13.476135	6.738068	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	104	4	152	2	282	-1	-1	3	20	BENIGN
53	157,007	4	2	232	260	58	58	58	0	130	130	130	0	3,133.618246	38.214857	31,401.4	54,404.76254	125,660	1	31,299	10,433	18,066.15601	31,294	1	48	48	0	48	48	128	40	25.476571	12.738286	58	130	78.571429	35.132403	1,234.285714	0	0	0	91.666667	58	130	128	4	232	2	260	-1	-1	3	32	BENIGN
53	181	2	2	90	122	45	45	45	0	61	61	61	0	1,171,270.718	22,099.44751	60.333333	64.392028	130	3	3	3	0	3	3	48	48	0	48	48	40	40	11,049.72376	11,049.72376	45	61	51.4	8.763561	76.8	0	0	1	64.25	45	61	40	2	90	2	122	-1	-1	1	20	BENIGN
53	130,423	4	2	152	282	38	38	38	0	141	141	141	0	3,327.63393	46.004156	26,084.6	42,282.44973	97,264	2	33,110	11,036.66667	19,072.78001	33,060	2	49	49	0	49	49	128	40	30.669437	15.334719	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	128	4	152	2	282	-1	-1	3	32	BENIGN
53	315,661	4	2	152	282	38	38	38	0	141	141	141	0	1,374.892686	19.007733	63,132.2	117,753.3429	270,914	4	44,701	14,900.33333	25,800.34016	44,692	4	46	46	0	46	46	128	40	12.671822	6.335911	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	128	4	152	2	282	-1	-1	3	32	BENIGN
53	146	2	2	88	200	44	44	44	0	100	100	100	0	1,972,602.74	27,397.26027	48.666667	79.964575	141	2	3	3	0	3	3	2	2	0	2	2	40	40	13,698.63014	13,698.63014	44	100	66.4	30.672463	940.8	0	0	1	83	44	100	40	2	88	2	200	-1	-1	1	20	BENIGN
53	165	2	2	88	144	44	44	44	0	72	72	72	0	1,406,060.606	24,242.42424	55	54.249424	112	4	4	4	0	4	4	49	49	0	49	49	40	40	12,121.21212	12,121.21212	44	72	55.2	15.336232	235.2	0	0	1	69	44	72	40	2	88	2	144	-1	-1	1	20	BENIGN
53	246	2	2	82	114	41	41	41	0	57	57	57	0	796,747.9675	16,260.1626	82	58.889727	150	48	48	48	0	48	48	48	48	0	48	48	40	40	8,130.081301	8,130.081301	41	57	47.4	8.763561	76.8	0	0	1	59.25	41	57	40	2	82	2	114	-1	-1	1	20	BENIGN
53	196	2	2	116	148	58	58	58	0	74	74	74	0	1,346,938.776	20,408.16327	65.333333	30.022214	100	48	48	48	0	48	48	48	48	0	48	48	64	64	10,204.08163	10,204.08163	58	74	64.4	8.763561	76.8	0	0	1	80.5	58	74	64	2	116	2	148	-1	-1	1	32	BENIGN
53	23,905	2	2	82	202	41	41	41	0	101	101	101	0	11,880.35976	167.329011	7,968.333333	13,795.49602	23,898	3	3	3	0	3	3	4	4	0	4	4	40	40	83.664505	83.664505	41	101	65	32.863353	1,080	0	0	1	81.25	41	101	40	2	82	2	202	-1	-1	1	20	BENIGN
53	296,229	4	2	152	282	38	38	38	0	141	141	141	0	1,465.082757	20.2546	59,245.8	114,862.074	263,124	2	33,056	11,018.66667	19,039.8723	33,004	2	49	49	0	49	49	104	64	13.503067	6.751533	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	104	4	152	2	282	-1	-1	3	20	BENIGN
53	78,750	4	2	152	282	38	38	38	0	141	141	141	0	5,511.111111	76.190476	15,750	21,776.03017	44,506	2	34,054	11,351.33333	19,617.79828	34,004	2	190	190	0	190	190	128	40	50.793651	25.396825	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	128	4	152	2	282	-1	-1	3	32	BENIGN
53	308,279	4	2	152	282	38	38	38	0	141	141	141	0	1,407.815648	19.462889	61,655.8	118,258.6396	271,258	2	36,974	12,324.66667	21,342.61873	36,969	2	47	47	0	47	47	128	40	12.975259	6.48763	38	141	67.428571	50.258854	2,525.952381	0	0	0	78.666667	38	141	128	4	152	2	282	-1	-1	3	32	BENIGN
53	207	2	2	102	158	51	51	51	0	79	79	79	0	1,256,038.647	19,323.6715	69	77.659513	155	4	4	4	0	4	4	48	48	0	48	48	40	40	9,661.835749	9,661.835749	51	79	62.2	15.336232	235.2	0	0	1	77.75	51	79	40	2	102	2	158	-1	-1	1	20	BENIGN
53	162	2	2	76	108	38	38	38	0	54	54	54	0	1,135,802.469	24,691.35802	54	54.249424	111	3	3	3	0	3	3	48	48	0	48	48	40	40	12,345.67901	12,345.67901	38	54	44.4	8.763561	76.8	0	0	1	55.5	38	54	40	2	76	2	108	-1	-1	1	20	BENIGN
53	179	2	2	82	114	41	41	41	0	57	57	57	0	1,094,972.067	22,346.36872	59.666667	63.3114	128	3	3	3	0	3	3	48	48	0	48	48	64	64	11,173.18436	11,173.18436	41	57	47.4	8.763561	76.8	0	0	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	BENIGN
53	50,040	2	2	102	158	51	51	51	0	79	79	79	0	5,195.843325	79.936051	16,680	28,845.58254	49,988	4	4	4	0	4	4	48	48	0	48	48	64	40	39.968026	39.968026	51	79	62.2	15.336232	235.2	0	0	1	77.75	51	79	64	2	102	2	158	-1	-1	1	32	BENIGN
53	61,911	4	2	168	284	42	42	42	0	142	142	142	0	7,300.802765	96.913311	12,382.2	16,929.93676	30,947	3	30,916	10,305.33333	17,843.29875	30,909	3	48	48	0	48	48	80	64	64.608874	32.304437	42	142	70.571429	48.795004	2,380.952381	0	0	0	82.333333	42	142	80	4	168	2	284	-1	-1	3	20	BENIGN
53	168	2	2	70	102	35	35	35	0	51	51	51	0	1,023,809.524	23,809.52381	56	58.025856	118	3	3	3	0	3	3	47	47	0	47	47	40	40	11,904.7619	11,904.7619	35	51	41.4	8.763561	76.8	0	0	1	51.75	35	51	40	2	70	2	102	-1	-1	1	20	BENIGN
53	162	2	2	70	102	35	35	35	0	51	51	51	0	1,061,728.395	24,691.35802	54	53.254108	110	4	4	4	0	4	4	48	48	0	48	48	40	40	12,345.67901	12,345.67901	35	51	41.4	8.763561	76.8	0	0	1	51.75	35	51	40	2	70	2	102	-1	-1	1	20	BENIGN
53	184	2	2	102	134	51	51	51	0	67	67	67	0	1,282,608.696	21,739.13043	61.333333	65.033325	132	4	4	4	0	4	4	48	48	0	48	48	40	40	10,869.56522	10,869.56522	51	67	57.4	8.763561	76.8	0	0	1	71.75	51	67	40	2	102	2	134	-1	-1	1	20	BENIGN
53	127	2	2	76	132	38	38	38	0	66	66	66	0	1,637,795.276	31,496.06299	42.333333	63.846169	116	3	3	3	0	3	3	8	8	0	8	8	40	40	15,748.0315	15,748.0315	38	66	49.2	15.336232	235.2	0	0	1	61.5	38	66	40	2	76	2	132	-1	-1	1	20	BENIGN
53	180	2	2	82	206	41	41	41	0	103	103	103	0	1,600,000	22,222.22222	60	63.85139	129	3	3	3	0	3	3	48	48	0	48	48	64	64	11,111.11111	11,111.11111	41	103	65.8	33.958799	1,153.2	0	0	1	82.25	41	103	64	2	82	2	206	-1	-1	1	32	BENIGN
53	220	2	2	102	134	51	51	51	0	67	67	67	0	1,072,727.273	18,181.81818	73.333333	85.850646	169	3	3	3	0	3	3	48	48	0	48	48	64	64	9,090.909091	9,090.909091	51	67	57.4	8.763561	76.8	0	0	1	71.75	51	67	64	2	102	2	134	-1	-1	1	32	BENIGN
53	170	2	2	70	126	35	35	35	0	63	63	63	0	1,152,941.176	23,529.41176	56.666667	57.492028	118	4	4	4	0	4	4	48	48	0	48	48	40	40	11,764.70588	11,764.70588	35	63	46.2	15.336232	235.2	0	0	1	57.75	35	63	40	2	70	2	126	-1	-1	1	20	BENIGN
53	183	2	2	74	154	37	37	37	0	77	77	77	0	1,245,901.639	21,857.9235	61	65.475186	132	3	3	3	0	3	3	48	48	0	48	48	40	40	10,928.96175	10,928.96175	37	77	53	21.908902	480	0	0	1	66.25	37	77	40	2	74	2	154	-1	-1	1	20	BENIGN
53	195	2	2	84	204	42	42	42	0	102	102	102	0	1,476,923.077	20,512.82051	65	105.655099	187	4	4	4	0	4	4	4	4	0	4	4	40	40	10,256.41026	10,256.41026	42	102	66	32.863353	1,080	0	0	1	82.5	42	102	40	2	84	2	204	-1	-1	1	20	BENIGN
53	50,155	4	2	168	204	42	42	42	0	102	102	102	0	7,417.007277	119.62915	10,031	14,266.87881	30,630	3	30,637	10,212.33333	17,682.21803	30,630	3	48	48	0	48	48	80	40	79.752766	39.876383	42	102	59.142857	29.277002	857.142857	0	0	0	69	42	102	80	4	168	2	204	-1	-1	3	20	BENIGN
53	164	2	2	64	96	32	32	32	0	48	48	48	0	975,609.7561	24,390.2439	54.666667	55.3022	113	3	3	3	0	3	3	48	48	0	48	48	40	40	12,195.12195	12,195.12195	32	48	38.4	8.763561	76.8	0	0	1	48	32	48	40	2	64	2	96	-1	-1	1	20	BENIGN
53	167	2	2	64	120	32	32	32	0	60	60	60	0	1,101,796.407	23,952.09581	55.666667	56.88878	116	3	3	3	0	3	3	48	48	0	48	48	64	64	11,976.0479	11,976.0479	32	60	43.2	15.336232	235.2	0	0	1	54	32	60	64	2	64	2	120	-1	-1	1	32	BENIGN
53	119,938	4	2	152	178	38	38	38	0	89	89	89	0	2,751.421568	50.025847	23,987.6	36,832.9395	83,544	0	36,391	12,130.33333	21,007.75562	36,388	0	3	3	0	3	3	104	40	33.350564	16.675282	38	89	52.571429	24.885452	619.285714	0	0	0	61.333333	38	89	104	4	152	2	178	-1	-1	3	20	BENIGN
53	184	2	2	100	132	50	50	50	0	66	66	66	0	1,260,869.565	21,739.13043	61.333333	65.033325	132	4	4	4	0	4	4	48	48	0	48	48	40	40	10,869.56522	10,869.56522	50	66	56.4	8.763561	76.8	0	0	1	70.5	50	66	40	2	100	2	132	-1	-1	1	20	BENIGN
53	246	2	2	86	204	43	43	43	0	102	102	102	0	1,178,861.789	16,260.1626	82	99.458534	194	4	4	4	0	4	4	48	48	0	48	48	40	40	8,130.081301	8,130.081301	43	102	66.6	32.315631	1,044.3	0	0	1	83.25	43	102	40	2	86	2	204	-1	-1	1	20	BENIGN
53	183	2	2	94	206	47	47	47	0	103	103	103	0	1,639,344.262	21,857.9235	61	64.83826	131	3	3	3	0	3	3	49	49	0	49	49	40	40	10,928.96175	10,928.96175	47	103	69.4	30.672463	940.8	0	0	1	86.75	47	103	40	2	94	2	206	-1	-1	1	20	BENIGN
53	178	2	2	100	156	50	50	50	0	78	78	78	0	1,438,202.247	22,471.91011	59.333333	63.406099	128	3	3	3	0	3	3	47	47	0	47	47	40	40	11,235.95506	11,235.95506	50	78	61.2	15.336232	235.2	0	0	1	76.5	50	78	40	2	100	2	156	-1	-1	1	20	BENIGN
53	108,680	4	2	140	180	35	35	35	0	90	90	90	0	2,944.423997	55.20795	21,736	41,090.49346	94,406	2	94,413	31,471	54,503.30879	94,406	3	2	2	0	2	2	80	40	36.8053	18.40265	35	90	50.714286	26.837252	720.238095	0	0	0	59.166667	35	90	80	4	140	2	180	-1	-1	3	20	BENIGN
53	156	2	2	72	128	36	36	36	0	64	64	64	0	1,282,051.282	25,641.02564	52	84.005952	149	3	3	3	0	3	3	4	4	0	4	4	40	40	12,820.51282	12,820.51282	36	64	47.2	15.336232	235.2	0	0	1	59	36	64	40	2	72	2	128	-1	-1	1	20	BENIGN
53	50,444	4	2	132	122	33	33	33	0	61	61	61	0	5,035.286655	118.943779	10,088.8	14,282.97123	30,454	1	30,504	10,168	17,568.20773	30,454	1	3	3	0	3	3	80	40	79.295853	39.647926	33	61	41	13.662601	186.666667	0	0	0	47.833333	33	61	80	4	132	2	122	-1	-1	3	20	BENIGN
53	150,227	4	2	124	222	31	31	31	0	111	111	111	0	2,303.181186	39.939558	30,045.4	51,766.61015	119,566	3	30,658	10,219.33333	17,655.38621	30,606	3	3	3	0	3	3	104	40	26.626372	13.313186	31	111	53.857143	39.036003	1,523.809524	0	0	0	62.833333	31	111	104	4	124	2	222	-1	-1	3	20	BENIGN
53	209	2	2	94	126	47	47	47	0	63	63	63	0	1,052,631.579	19,138.75598	69.666667	35.795717	111	49	49	49	0	49	49	49	49	0	49	49	40	40	9,569.37799	9,569.37799	47	63	53.4	8.763561	76.8	0	0	1	66.75	47	63	40	2	94	2	126	-1	-1	1	20	BENIGN
53	31,111	4	4	180	344	45	45	45	0	86	86	86	0	16,842.9173	257.143776	4,444.428571	11,512.62112	30,551	3	30,790	10,263.33333	17,763.62475	30,775	4	30,887	10,295.66667	17,826.55559	30,880	3	104	104	128.571888	128.571888	45	86	63.222222	21.608897	466.944444	0	0	1	71.125	45	86	104	4	180	4	344	-1	-1	3	20	BENIGN
53	145,626	4	2	140	412	35	35	35	0	206	206	206	0	3,790.531911	41.201434	29,125.2	49,631.49297	114,597	3	31,026	10,342	17,905.07529	31,017	3	3	3	0	3	3	80	40	27.467623	13.733811	35	206	83.857143	83.439456	6,962.142857	0	0	0	97.833333	35	206	80	4	140	2	412	-1	-1	3	20	BENIGN
53	156	2	2	72	104	36	36	36	0	52	52	52	0	1,128,205.128	25,641.02564	52	84.87049	150	3	3	3	0	3	3	3	3	0	3	3	40	40	12,820.51282	12,820.51282	36	52	42.4	8.763561	76.8	0	0	1	53	36	52	40	2	72	2	104	-1	-1	1	20	BENIGN
53	61,230	4	2	144	190	36	36	36	0	95	95	95	0	5,454.842398	97.991181	12,246	16,765.33191	30,619	1	30,625	10,208.33333	17,676.15584	30,619	3	1	1	0	1	1	104	40	65.327454	32.663727	36	95	52.857143	28.789052	828.809524	0	0	0	61.666667	36	95	104	4	144	2	190	-1	-1	3	20	BENIGN
53	178	2	2	72	136	36	36	36	0	68	68	68	0	1,168,539.326	22,471.91011	59.333333	96.707463	171	3	3	3	0	3	3	4	4	0	4	4	64	64	11,235.95506	11,235.95506	36	68	48.8	17.527122	307.2	0	0	1	61	36	68	64	2	72	2	136	-1	-1	1	32	BENIGN
53	170	2	2	78	160	39	39	39	0	80	80	80	0	1,400,000	23,529.41176	56.666667	92.088725	163	3	3	3	0	3	3	4	4	0	4	4	80	80	11,764.70588	11,764.70588	39	80	55.4	22.456625	504.3	0	0	1	69.25	39	80	80	2	78	2	160	-1	-1	1	40	BENIGN
53	23,706	2	2	72	104	36	36	36	0	52	52	52	0	7,424.280773	168.733654	7,902	13,681.46933	23,700	3	3	3	0	3	3	3	3	0	3	3	40	40	84.366827	84.366827	36	52	42.4	8.763561	76.8	0	0	1	53	36	52	40	2	72	2	104	-1	-1	1	20	BENIGN
53	61,275	4	2	164	194	41	41	41	0	97	97	97	0	5,842.51326	97.919217	12,255	16,779.33305	31,012	1	31,016	10,338.66667	17,903.63188	31,012	1	4	4	0	4	4	80	40	65.279478	32.639739	41	97	57	27.325202	746.666667	0	0	0	66.5	41	97	80	4	164	2	194	-1	-1	3	20	BENIGN
53	63,593	4	2	164	146	41	41	41	0	73	73	73	0	4,874.750366	94.350007	12,718.6	17,426.21913	32,818	3	30,771	10,257	17,760.44898	30,765	3	4	4	0	4	4	80	40	62.900005	31.450002	41	73	50.142857	15.614401	243.809524	0	0	0	58.5	41	73	80	4	164	2	146	-1	-1	3	20	BENIGN
53	86,588	4	4	132	196	33	33	33	0	49	49	49	0	3,788.053772	92.391555	12,369.71429	32,564.57638	86,219	1	86,379	28,793	49,857.08275	86,363	3	86,442	28,814	49,902.98186	86,437	1	80	80	46.195778	46.195778	33	49	40.111111	8.43274	71.111111	0	0	1	45.125	33	49	80	4	132	4	196	-1	-1	3	20	BENIGN
53	30,478	4	4	188	536	47	47	47	0	134	134	134	0	23,754.83956	262.484415	4,354	9,035.212597	24,200	1	30,277	10,092.33333	17,476.97003	30,273	1	6,277	2,092.333333	3,617.099436	6,269	4	80	80	131.242208	131.242208	47	134	85.666667	45.853026	2,102.5	0	0	1	96.375	47	134	80	4	188	4	536	-1	-1	3	20	BENIGN
53	86,075	4	4	164	292	41	41	41	0	73	73	73	0	5,297.705489	92.942202	12,296.42857	32,282.45842	85,506	3	85,852	28,617.33333	49,522.51313	85,801	3	85,965	28,655	49,426.71673	85,728	49	104	104	46.471101	46.471101	41	73	55.222222	16.865481	284.444444	0	0	1	62.125	41	73	104	4	164	4	292	-1	-1	3	20	BENIGN
53	50,013	4	2	132	98	33	33	33	0	49	49	49	0	4,598.804311	119.968808	10,002.6	14,289.34216	30,773	1	30,776	10,258.66667	17,765.93382	30,773	1	1	1	0	1	1	104	40	79.979205	39.989603	33	49	37.571429	7.807201	60.952381	0	0	0	43.833333	33	49	104	4	132	2	98	-1	-1	3	20	BENIGN
53	60,854	4	2	172	208	43	43	43	0	104	104	104	0	6,244.453939	98.596641	12,170.8	21,806.40397	50,318	3	50,324	16,774.66667	29,049.37879	50,318	3	3	3	0	3	3	104	40	65.731094	32.865547	43	104	60.428571	29.764952	885.952381	0	0	0	70.5	43	104	104	4	172	2	208	-1	-1	3	20	BENIGN
53	165	2	2	86	118	43	43	43	0	59	59	59	0	1,236,363.636	24,242.42424	55	90.066642	159	3	3	3	0	3	3	3	3	0	3	3	64	64	12,121.21212	12,121.21212	43	59	49.4	8.763561	76.8	0	0	1	61.75	43	59	64	2	86	2	118	-1	-1	1	32	BENIGN
53	24,227	2	2	78	280	39	39	39	0	140	140	140	0	14,776.9018	165.105048	8,075.666667	13,941.58378	24,174	4	4	4	0	4	4	49	49	0	49	49	40	40	82.552524	82.552524	39	140	79.4	55.319978	3,060.3	0	0	1	99.25	39	140	40	2	78	2	280	-1	-1	1	20	BENIGN
53	76,718	4	2	136	182	34	34	34	0	91	91	91	0	4,145.050705	78.208504	15,343.6	31,572.8238	71,689	3	71,696	23,898.66667	41,387.64273	71,689	3	3	3	0	3	3	80	64	52.139003	26.069501	34	91	50.285714	27.813152	773.571429	0	0	0	58.666667	34	91	80	4	136	2	182	-1	-1	3	20	BENIGN
53	24,011	2	2	80	156	40	40	40	0	78	78	78	0	9,828.828454	166.590313	8,003.666667	13,816.87795	23,958	3	3	3	0	3	3	50	50	0	50	50	64	64	83.295156	83.295156	40	78	55.2	20.813457	433.2	0	0	1	69	40	78	64	2	80	2	156	-1	-1	1	32	BENIGN

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