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	FIN Flag Count int64	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 Max int64	Active Min int64	Idle Mean float64	Idle Max int64	Idle Min int64	Label large_string
443	105,596	1	1	6	6	6	6	6	0	6	6	6	0	113.640668	18.940111	105,596	0	105,596	105,596	0	0	0	0	0	0	0	0	0	0	0	20	20	9.470056	9.470056	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	463	71	0	20	0	0	0	0	0	0	BENIGN
443	104,476	1	1	6	6	6	6	6	0	6	6	6	0	114.858915	19.143152	104,476	0	104,476	104,476	0	0	0	0	0	0	0	0	0	0	0	20	20	9.571576	9.571576	6	6	6	0	0	0	0	0	1	1	1	9	6	6	20	1	6	1	6	358	66	0	20	0	0	0	0	0	0	BENIGN
123	16,403	1	1	48	48	48	48	48	0	48	48	48	0	5,852.587941	121.928915	16,403	0	16,403	16,403	0	0	0	0	0	0	0	0	0	0	0	32	32	60.964458	60.964458	48	48	48	0	0	0	0	0	0	0	1	72	48	48	32	1	48	1	48	-1	-1	0	32	0	0	0	0	0	0	BENIGN
137	22	13	0	650	0	50	50	50	0	0	0	0	0	29,500,000	590,909.0909	1.833333	1.99241	8	1	22	1.833333	1.99241	8	1	0	0	0	0	0	0	260	0	590,909.0909	0	50	50	50	0	0	0	0	0	0	0	0	53.846154	50	0	260	13	650	0	0	-1	-1	12	20	0	0	0	0	0	0	BENIGN
53	320	2	2	64	196	32	32	32	0	98	98	98	0	812,500	12,500	106.666667	183.020035	318	1	1	1	0	1	1	1	1	0	1	1	0	64	64	6,250	6,250	32	98	58.4	36.149689	1,306.8	0	0	0	0	0	1	73	32	98	64	2	64	2	196	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	274	2	2	64	204	32	32	32	0	102	102	102	0	978,102.1898	14,598.54015	91.333333	115.279371	222	4	4	4	0	4	4	48	48	0	48	48	0	64	64	7,299.270073	7,299.270073	32	102	60	38.340579	1,470	0	0	0	0	0	1	75	32	102	64	2	64	2	204	-1	-1	1	32	0	0	0	0	0	0	BENIGN
22	1,303,103	41	44	2,664	6,954	456	0	64.97561	109.864573	976	0	158.045455	312.67525	7,380.844032	65.228919	15,513.13095	104,755.5815	955,898	0	1,303,103	32,577.575	158,879.3713	996,354	3	347,065	8,071.27907	20,026.00062	93,586	0	0	1,328	1,424	31.463361	33.765558	0	976	111.837209	239.686848	57,449.78495	0	0	1	0	0	1	113.152941	64.97561	158.045455	1,328	41	2,664	44	6,954	29,200	243	24	32	0	0	0	0	0	0	BENIGN
22	1,331,634	41	42	2,728	6,634	456	0	66.536585	110.129945	976	0	157.952381	319.079847	7,030.460322	62.329439	16,239.43902	106,247.8625	955,932	0	1,331,634	33,290.85	159,437.8333	996,544	0	375,633	9,161.780488	22,953.4609	116,425	1	0	1,328	1,360	30.789241	31.540198	0	976	111.452381	241.615666	58,378.13024	0	0	1	0	0	1	112.795181	66.536585	157.952381	1,328	41	2,728	42	6,634	29,200	243	24	32	0	0	0	0	0	0	BENIGN
22	3	3	0	0	0	0	0	0	0	0	0	0	0	0	1,000,000	1.5	0.707107	2	1	3	1.5	0.707107	2	1	0	0	0	0	0	0	96	0	1,000,000	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	96	3	0	0	0	290	-1	0	32	0	0	0	0	0	0	BENIGN
22	143	1	1	0	0	0	0	0	0	0	0	0	0	0	13,986.01399	143	0	143	143	0	0	0	0	0	0	0	0	0	0	0	32	32	6,993.006993	6,993.006993	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	290	243	0	32	0	0	0	0	0	0	BENIGN
465	1,821,002	17	23	1,378	4,520	378	0	81.058824	90.545893	2,836	0	196.521739	596.301241	3,238.876179	21.965929	46,692.35897	124,401.6227	765,492	3	1,771,020	110,688.75	200,546.396	817,306	204	1,771,233	80,510.59091	158,818.3954	765,492	3	0	552	744	9.33552	12.630409	0	2,836	143.853659	450.14884	202,633.978	0	0	1	0	0	1	147.45	81.058824	196.521739	552	17	1,378	23	4,520	29,200	175	12	32	0	0	0	0	0	0	BENIGN
465	3	2	0	37	0	37	0	18.5	26.162951	0	0	0	0	12,300,000	666,666.6667	3	0	3	3	3	3	0	3	3	0	0	0	0	0	1	64	0	666,666.6667	0	0	37	24.666667	21.36196	456.333333	0	1	0	1	0	0	37	18.5	0	64	2	37	0	0	317	-1	0	32	0	0	0	0	0	0	BENIGN
443	64,068,604	2	0	74	0	37	37	37	0	0	0	0	0	1.155012	0.031217	64,100,000	0	64,100,000	64,100,000	64,100,000	64,100,000	0	64,100,000	64,100,000	0	0	0	0	0	1	40	0	0.031217	0	37	37	37	0	0	0	1	0	1	1	0	55.5	37	0	40	2	74	0	0	65,535	-1	1	20	0	0	0	0	0	0	BENIGN
443	64,068,608	2	0	74	0	37	37	37	0	0	0	0	0	1.155012	0.031217	64,100,000	0	64,100,000	64,100,000	64,100,000	64,100,000	0	64,100,000	64,100,000	0	0	0	0	0	1	40	0	0.031217	0	37	37	37	0	0	0	1	0	1	1	0	55.5	37	0	40	2	74	0	0	65,535	-1	1	20	0	0	0	0	0	0	BENIGN
137	21	13	0	650	0	50	50	50	0	0	0	0	0	31,000,000	619,047.619	1.75	2.005674	8	1	21	1.75	2.005674	8	1	0	0	0	0	0	0	416	0	619,047.619	0	50	50	50	0	0	0	0	0	0	0	0	53.846154	50	0	416	13	650	0	0	-1	-1	12	32	0	0	0	0	0	0	BENIGN
53	194,545	2	2	64	252	32	32	32	0	126	126	126	0	1,624.302861	20.560796	64,848.33333	112,275.577	194,493	4	48	48	0	48	48	4	4	0	4	4	0	40	64	10.280398	10.280398	32	126	69.6	51.48592	2,650.8	0	0	0	0	0	1	87	32	126	40	2	64	2	252	-1	-1	1	20	0	0	0	0	0	0	BENIGN
139	64,420	49	30	2,488	3,188	194	0	50.77551	65.998505	440	0	106.266667	130.703912	88,109.28283	1,226.327228	825.897436	4,937.204837	42,427	1	64,420	1,342.083333	7,039.07003	48,089	1	63,978	2,206.137931	8,036.986743	42,586	3	0	1,592	976	760.633344	465.693884	0	440	70.95	98.526858	9,707.541772	0	0	1	0	0	0	71.848101	50.77551	106.266667	1,592	49	2,488	30	3,188	65,535	269	22	32	0	0	0	0	0	0	BENIGN
139	11,805	1	1	0	0	0	0	0	0	0	0	0	0	0	169.419737	11,805	0	11,805	11,805	0	0	0	0	0	0	0	0	0	0	0	32	32	84.709869	84.709869	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	65,535	269	0	32	0	0	0	0	0	0	BENIGN
443	64,068,593	2	0	54	0	27	27	27	0	0	0	0	0	0.842847	0.031217	64,100,000	0	64,100,000	64,100,000	64,100,000	64,100,000	0	64,100,000	64,100,000	0	0	0	0	0	1	40	0	0.031217	0	27	27	27	0	0	0	1	0	1	1	0	40.5	27	0	40	2	54	0	0	65,535	-1	1	20	0	0	0	0	0	0	BENIGN
443	17,121	2	1	12	6	6	6	6	0	6	6	6	0	1,051.340459	175.22341	8,560.5	12,037.07874	17,072	49	49	49	0	49	49	0	0	0	0	0	0	40	20	116.815607	58.407803	6	6	6	0	0	1	0	0	0	0	0	8	6	6	40	2	12	1	6	0	0	1	20	0	0	0	0	0	0	BENIGN
443	29,801,726	15	10	1,231	5,451	677	0	82.066667	179.989074	2,920	0	545.1	921.559723	224.215202	0.838878	1,241,738.583	5,962,348.546	29,200,000	1	29,800,000	2,128,694.714	7,801,667.951	29,200,000	1	554,857	61,650.77778	145,015.7257	444,618	2	0	324	212	0.503327	0.335551	0	2,920	257	614.8849	378,083.44	0	0	1	0	0	0	267.28	82.066667	545.1	324	15	1,231	10	5,451	65,535	142	14	20	570,648	570,648	570,648	29,200,000	29,200,000	29,200,000	BENIGN
53	72,851	1	1	56	207	56	56	56	0	207	207	207	0	3,610.108303	27.453295	72,851	0	72,851	72,851	0	0	0	0	0	0	0	0	0	0	0	32	20	13.726648	13.726648	56	207	106.333333	87.179891	7,600.333333	0	0	0	0	0	1	159.5	56	207	32	1	56	1	207	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,892	1	1	60	115	60	60	60	0	115	115	115	0	7,324.62749	83.710028	23,892	0	23,892	23,892	0	0	0	0	0	0	0	0	0	0	0	40	32	41.855014	41.855014	60	115	78.333333	31.754265	1,008.333333	0	0	0	0	0	1	117.5	60	115	40	1	60	1	115	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	23,450	1	1	60	76	60	60	60	0	76	76	76	0	5,799.573561	85.287846	23,450	0	23,450	23,450	0	0	0	0	0	0	0	0	0	0	0	20	32	42.643923	42.643923	60	76	65.333333	9.237604	85.333333	0	0	0	0	0	1	98	60	76	20	1	60	1	76	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	48,890	1	1	52	80	52	52	52	0	80	80	80	0	2,699.938638	40.908161	48,890	0	48,890	48,890	0	0	0	0	0	0	0	0	0	0	0	32	20	20.454081	20.454081	52	80	61.333333	16.165808	261.333333	0	0	0	0	0	1	92	52	80	32	1	52	1	80	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	24,210	1	1	61	151	61	61	61	0	151	151	151	0	8,756.712102	82.610492	24,210	0	24,210	24,210	0	0	0	0	0	0	0	0	0	0	0	40	32	41.305246	41.305246	61	151	91	51.961524	2,700	0	0	0	0	0	1	136.5	61	151	40	1	61	1	151	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	39,836,256	2	2	93	285	51	42	46.5	6.363961	218	67	142.5	106.773124	9.488844	0.100411	13,300,000	22,900,000	39,700,000	24,101	39,700,000	39,700,000	0	39,700,000	39,700,000	39,800,000	39,800,000	0	39,800,000	39,800,000	0	80	64	0.050206	0.050206	42	218	84	75.600926	5,715.5	0	0	0	0	0	1	105	46.5	142.5	80	2	93	2	285	-1	-1	1	40	24,101	24,101	24,101	39,700,000	39,700,000	39,700,000	BENIGN
53	23,584	1	1	60	76	60	60	60	0	76	76	76	0	5,766.621438	84.803256	23,584	0	23,584	23,584	0	0	0	0	0	0	0	0	0	0	0	40	32	42.401628	42.401628	60	76	65.333333	9.237604	85.333333	0	0	0	0	0	1	98	60	76	40	1	60	1	76	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	23,668	1	1	49	177	49	49	49	0	177	177	177	0	9,548.757816	84.502282	23,668	0	23,668	23,668	0	0	0	0	0	0	0	0	0	0	0	40	20	42.251141	42.251141	49	177	91.666667	73.900834	5,461.333333	0	0	0	0	0	1	137.5	49	177	40	1	49	1	177	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	1,724,361	2	2	87	187	45	42	43.5	2.12132	117	70	93.5	33.234019	158.899442	2.3197	574,787	911,097.1386	1,626,831	48,015	1,676,346	1,676,346	0	1,676,346	1,676,346	1,674,846	1,674,846	0	1,674,846	1,674,846	0	64	52	1.15985	1.15985	42	117	63.2	32.290866	1,042.7	0	0	0	0	0	1	79	43.5	93.5	64	2	87	2	187	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	484	1	1	76	142	76	76	76	0	142	142	142	0	450,413.2231	4,132.231405	484	0	484	484	0	0	0	0	0	0	0	0	0	0	0	20	20	2,066.115702	2,066.115702	76	142	98	38.105118	1,452	0	0	0	0	0	1	147	76	142	20	1	76	1	142	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	48,380	1	1	42	105	42	42	42	0	105	105	105	0	3,038.445639	41.339396	48,380	0	48,380	48,380	0	0	0	0	0	0	0	0	0	0	0	40	20	20.669698	20.669698	42	105	63	36.373067	1,323	0	0	0	0	0	1	94.5	42	105	40	1	42	1	105	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	23,999	1	1	49	114	49	49	49	0	114	114	114	0	6,791.949665	83.336806	23,999	0	23,999	23,999	0	0	0	0	0	0	0	0	0	0	0	40	20	41.668403	41.668403	49	114	70.666667	37.527768	1,408.333333	0	0	0	0	0	1	106	49	114	40	1	49	1	114	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	482	1	1	56	116	56	56	56	0	116	116	116	0	356,846.473	4,149.377593	482	0	482	482	0	0	0	0	0	0	0	0	0	0	0	32	32	2,074.688797	2,074.688797	56	116	76	34.641016	1,200	0	0	0	0	0	1	114	56	116	32	1	56	1	116	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	57,834	1	1	55	71	55	55	55	0	71	71	71	0	2,178.649237	34.581734	57,834	0	57,834	57,834	0	0	0	0	0	0	0	0	0	0	0	32	32	17.290867	17.290867	55	71	60.333333	9.237604	85.333333	0	0	0	0	0	1	90.5	55	71	32	1	55	1	71	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,960	1	1	47	137	47	47	47	0	137	137	137	0	7,679.465776	83.472454	23,960	0	23,960	23,960	0	0	0	0	0	0	0	0	0	0	0	20	20	41.736227	41.736227	47	137	77	51.961524	2,700	0	0	0	0	0	1	115.5	47	137	20	1	47	1	137	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	388	1	1	53	118	53	53	53	0	118	118	118	0	440,721.6495	5,154.639175	388	0	388	388	0	0	0	0	0	0	0	0	0	0	0	20	20	2,577.319588	2,577.319588	53	118	74.666667	37.527768	1,408.333333	0	0	0	0	0	1	112	53	118	20	1	53	1	118	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,426	1	1	62	127	62	62	62	0	127	127	127	0	8,067.958678	85.375224	23,426	0	23,426	23,426	0	0	0	0	0	0	0	0	0	0	0	32	32	42.687612	42.687612	62	127	83.666667	37.527768	1,408.333333	0	0	0	0	0	1	125.5	62	127	32	1	62	1	127	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	51,402	1	1	46	111	46	46	46	0	111	111	111	0	3,054.355862	38.908992	51,402	0	51,402	51,402	0	0	0	0	0	0	0	0	0	0	0	32	32	19.454496	19.454496	46	111	67.666667	37.527768	1,408.333333	0	0	0	0	0	1	101.5	46	111	32	1	46	1	111	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,476	1	1	57	121	57	57	57	0	121	121	121	0	7,582.21162	85.193389	23,476	0	23,476	23,476	0	0	0	0	0	0	0	0	0	0	0	32	32	42.596695	42.596695	57	121	78.333333	36.950417	1,365.333333	0	0	0	0	0	1	117.5	57	121	32	1	57	1	121	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	37,689,061	2	2	107	184	57	50	53.5	4.949747	118	66	92	36.769553	7.721073	0.106132	12,600,000	21,700,000	37,600,000	23,807	37,700,000	37,700,000	0	37,700,000	37,700,000	37,700,000	37,700,000	0	37,700,000	37,700,000	0	64	52	0.053066	0.053066	50	118	69.6	27.645976	764.3	0	0	0	0	0	1	87	53.5	92	64	2	107	2	184	-1	-1	1	32	23,829	23,829	23,829	37,600,000	37,600,000	37,600,000	BENIGN
53	81,338	1	1	56	109	56	56	56	0	109	109	109	0	2,028.572131	24.588753	81,338	0	81,338	81,338	0	0	0	0	0	0	0	0	0	0	0	32	32	12.294377	12.294377	56	109	73.666667	30.599564	936.333333	0	0	0	0	0	1	110.5	56	109	32	1	56	1	109	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	46,659	1	1	47	88	47	47	47	0	88	88	88	0	2,893.332476	42.864185	46,659	0	46,659	46,659	0	0	0	0	0	0	0	0	0	0	0	20	20	21.432092	21.432092	47	88	60.666667	23.671361	560.333333	0	0	0	0	0	1	91	47	88	20	1	47	1	88	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	4,979,266	2	2	107	334	56	51	53.5	3.535534	237	97	167	98.994949	88.567271	0.803331	1,659,755.333	2,791,027.832	4,882,556	46,551	4,932,715	4,932,715	0	4,932,715	4,932,715	4,929,107	4,929,107	0	4,929,107	4,929,107	0	52	64	0.401666	0.401666	51	237	99.4	79.134695	6,262.3	0	0	0	0	0	1	124.25	53.5	167	52	2	107	2	334	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	24,044	1	1	42	98	42	42	42	0	98	98	98	0	5,822.658459	83.180835	24,044	0	24,044	24,044	0	0	0	0	0	0	0	0	0	0	0	32	32	41.590418	41.590418	42	98	60.666667	32.331615	1,045.333333	0	0	0	0	0	1	91	42	98	32	1	42	1	98	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	83,322	1	1	64	157	64	64	64	0	157	157	157	0	2,652.360721	24.003264	83,322	0	83,322	83,322	0	0	0	0	0	0	0	0	0	0	0	32	32	12.001632	12.001632	64	157	95	53.693575	2,883	0	0	0	0	0	1	142.5	64	157	32	1	64	1	157	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	6,891,996	3	3	154	381	53	49	51.333333	2.081666	152	113	127	21.702534	77.626278	0.870575	1,378,399.2	2,658,323.451	6,116,220	574	6,743,250	3,371,625	3,882,255.231	6,116,794	626,456	6,891,422	3,445,711	3,845,262.232	6,164,722	726,700	0	84	72	0.435288	0.435288	49	152	84	42.150524	1,776.666667	0	0	0	0	0	1	98	51.333333	127	84	3	154	3	381	-1	-1	2	20	574	574	574	6,116,220	6,116,220	6,116,220	BENIGN
53	94,211	1	1	64	117	64	64	64	0	117	117	117	0	1,921.219391	21.228944	94,211	0	94,211	94,211	0	0	0	0	0	0	0	0	0	0	0	32	32	10.614472	10.614472	64	117	81.666667	30.599564	936.333333	0	0	0	0	0	1	122.5	64	117	32	1	64	1	117	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	24,633	1	1	47	208	47	47	47	0	208	208	208	0	10,351.96687	81.191897	24,633	0	24,633	24,633	0	0	0	0	0	0	0	0	0	0	0	40	32	40.595949	40.595949	47	208	100.666667	92.953393	8,640.333333	0	0	0	0	0	1	151	47	208	40	1	47	1	208	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	24,260	1	1	77	205	77	77	77	0	205	205	205	0	11,624.07255	82.440231	24,260	0	24,260	24,260	0	0	0	0	0	0	0	0	0	0	0	32	32	41.220115	41.220115	77	205	119.666667	73.900834	5,461.333333	0	0	0	0	0	1	179.5	77	205	32	1	77	1	205	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	47,013	1	1	67	119	67	67	67	0	119	119	119	0	3,956.352498	42.541425	47,013	0	47,013	47,013	0	0	0	0	0	0	0	0	0	0	0	40	32	21.270712	21.270712	67	119	84.333333	30.022214	901.333333	0	0	0	0	0	1	126.5	67	119	40	1	67	1	119	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	24,656	1	1	81	163	81	81	81	0	163	163	163	0	9,896.171317	81.116158	24,656	0	24,656	24,656	0	0	0	0	0	0	0	0	0	0	0	40	32	40.558079	40.558079	81	163	108.333333	47.342722	2,241.333333	0	0	0	0	0	1	162.5	81	163	40	1	81	1	163	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	23,515	1	1	63	79	63	63	63	0	79	79	79	0	6,038.698703	85.052094	23,515	0	23,515	23,515	0	0	0	0	0	0	0	0	0	0	0	20	32	42.526047	42.526047	63	79	68.333333	9.237604	85.333333	0	0	0	0	0	1	102.5	63	79	20	1	63	1	79	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	48,213	1	1	44	110	44	44	44	0	110	110	110	0	3,194.159252	41.482588	48,213	0	48,213	48,213	0	0	0	0	0	0	0	0	0	0	0	32	32	20.741294	20.741294	44	110	66	38.105118	1,452	0	0	0	0	0	1	99	44	110	32	1	44	1	110	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	24,557	1	1	81	209	81	81	81	0	209	209	209	0	11,809.26009	81.443173	24,557	0	24,557	24,557	0	0	0	0	0	0	0	0	0	0	0	40	32	40.721587	40.721587	81	209	123.666667	73.900834	5,461.333333	0	0	0	0	0	1	185.5	81	209	40	1	81	1	209	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	71,959	1	1	67	168	67	67	67	0	168	168	168	0	3,265.748551	27.793605	71,959	0	71,959	71,959	0	0	0	0	0	0	0	0	0	0	0	40	20	13.896802	13.896802	67	168	100.666667	58.312377	3,400.333333	0	0	0	0	0	1	151	67	168	40	1	67	1	168	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	890	1	1	49	125	49	49	49	0	125	125	125	0	195,505.618	2,247.191011	890	0	890	890	0	0	0	0	0	0	0	0	0	0	0	32	32	1,123.595506	1,123.595506	49	125	74.333333	43.87862	1,925.333333	0	0	0	0	0	1	111.5	49	125	32	1	49	1	125	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	24,396	1	1	40	56	40	40	40	0	56	56	56	0	3,935.071323	81.980653	24,396	0	24,396	24,396	0	0	0	0	0	0	0	0	0	0	0	32	32	40.990326	40.990326	40	56	45.333333	9.237604	85.333333	0	0	0	0	0	1	68	40	56	32	1	40	1	56	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	47,480	1	1	63	128	63	63	63	0	128	128	128	0	4,022.74642	42.122999	47,480	0	47,480	47,480	0	0	0	0	0	0	0	0	0	0	0	20	32	21.0615	21.0615	63	128	84.666667	37.527768	1,408.333333	0	0	0	0	0	1	127	63	128	20	1	63	1	128	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	24,503	1	1	77	159	77	77	77	0	159	159	159	0	9,631.473697	81.622658	24,503	0	24,503	24,503	0	0	0	0	0	0	0	0	0	0	0	32	32	40.811329	40.811329	77	159	104.333333	47.342722	2,241.333333	0	0	0	0	0	1	156.5	77	159	32	1	77	1	159	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,821	1	1	44	60	44	44	44	0	60	60	60	0	4,365.895638	83.959532	23,821	0	23,821	23,821	0	0	0	0	0	0	0	0	0	0	0	32	32	41.979766	41.979766	44	60	49.333333	9.237604	85.333333	0	0	0	0	0	1	74	44	60	32	1	44	1	60	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	60,517	1	1	47	196	47	47	47	0	196	196	196	0	4,015.400631	33.048565	60,517	0	60,517	60,517	0	0	0	0	0	0	0	0	0	0	0	40	40	16.524282	16.524282	47	196	96.666667	86.02519	7,400.333333	0	0	0	0	0	1	145	47	196	40	1	47	1	196	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	49,301	1	1	56	200	56	56	56	0	200	200	200	0	5,192.592442	40.567128	49,301	0	49,301	49,301	0	0	0	0	0	0	0	0	0	0	0	40	40	20.283564	20.283564	56	200	104	83.138439	6,912	0	0	0	0	0	1	156	56	200	40	1	56	1	200	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	70,934	1	1	56	169	56	56	56	0	169	169	169	0	3,171.96267	28.195224	70,934	0	70,934	70,934	0	0	0	0	0	0	0	0	0	0	0	40	32	14.097612	14.097612	56	169	93.666667	65.24058	4,256.333333	0	0	0	0	0	1	140.5	56	169	40	1	56	1	169	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	46,803	1	1	51	119	51	51	51	0	119	119	119	0	3,632.245796	42.732303	46,803	0	46,803	46,803	0	0	0	0	0	0	0	0	0	0	0	20	32	21.366152	21.366152	51	119	73.666667	39.259818	1,541.333333	0	0	0	0	0	1	110.5	51	119	20	1	51	1	119	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	49,581	1	1	49	65	49	49	49	0	65	65	65	0	2,299.267865	40.338033	49,581	0	49,581	49,581	0	0	0	0	0	0	0	0	0	0	0	32	32	20.169016	20.169016	49	65	54.333333	9.237604	85.333333	0	0	0	0	0	1	81.5	49	65	32	1	49	1	65	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	84,231	1	1	49	148	49	49	49	0	148	148	148	0	2,338.806378	23.744227	84,231	0	84,231	84,231	0	0	0	0	0	0	0	0	0	0	0	40	32	11.872114	11.872114	49	148	82	57.157677	3,267	0	0	0	0	0	1	123	49	148	40	1	49	1	148	-1	-1	0	40	0	0	0	0	0	0	BENIGN
53	60,180	1	1	51	179	51	51	51	0	179	179	179	0	3,821.86773	33.233632	60,180	0	60,180	60,180	0	0	0	0	0	0	0	0	0	0	0	20	20	16.616816	16.616816	51	179	93.666667	73.900834	5,461.333333	0	0	0	0	0	1	140.5	51	179	20	1	51	1	179	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,586	1	1	58	186	58	58	58	0	186	186	186	0	10,345.11999	84.796065	23,586	0	23,586	23,586	0	0	0	0	0	0	0	0	0	0	0	32	32	42.398033	42.398033	58	186	100.666667	73.900834	5,461.333333	0	0	0	0	0	1	151	58	186	32	1	58	1	186	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	48,324	1	1	59	124	59	59	59	0	124	124	124	0	3,786.938167	41.387302	48,324	0	48,324	48,324	0	0	0	0	0	0	0	0	0	0	0	32	32	20.693651	20.693651	59	124	80.666667	37.527768	1,408.333333	0	0	0	0	0	1	121	59	124	32	1	59	1	124	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	71,367	1	1	51	191	51	51	51	0	191	191	191	0	3,390.922976	28.024157	71,367	0	71,367	71,367	0	0	0	0	0	0	0	0	0	0	0	20	32	14.012078	14.012078	51	191	97.666667	80.829038	6,533.333333	0	0	0	0	0	1	146.5	51	191	20	1	51	1	191	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,492	1	1	80	208	80	80	80	0	208	208	208	0	12,259.49259	85.135365	23,492	0	23,492	23,492	0	0	0	0	0	0	0	0	0	0	0	32	32	42.567683	42.567683	80	208	122.666667	73.900834	5,461.333333	0	0	0	0	0	1	184	80	208	32	1	80	1	208	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	403	1	1	76	158	76	76	76	0	158	158	158	0	580,645.1613	4,962.779156	403	0	403	403	0	0	0	0	0	0	0	0	0	0	0	32	32	2,481.389578	2,481.389578	76	158	103.333333	47.342722	2,241.333333	0	0	0	0	0	1	155	76	158	32	1	76	1	158	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	58,892	1	1	54	110	54	54	54	0	110	110	110	0	2,784.758541	33.96047	58,892	0	58,892	58,892	0	0	0	0	0	0	0	0	0	0	0	32	20	16.980235	16.980235	54	110	72.666667	32.331615	1,045.333333	0	0	0	0	0	1	109	54	110	32	1	54	1	110	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	24,083	1	1	49	91	49	49	49	0	91	91	91	0	5,813.229249	83.046132	24,083	0	24,083	24,083	0	0	0	0	0	0	0	0	0	0	0	32	32	41.523066	41.523066	49	91	63	24.248711	588	0	0	0	0	0	1	94.5	49	91	32	1	49	1	91	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	334,326	1	1	49	152	49	49	49	0	152	152	152	0	601.209598	5.982185	334,326	0	334,326	334,326	0	0	0	0	0	0	0	0	0	0	0	20	32	2.991093	2.991093	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	20	1	49	1	152	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	78,167	1	1	49	152	49	49	49	0	152	152	152	0	2,571.417606	25.586245	78,167	0	78,167	78,167	0	0	0	0	0	0	0	0	0	0	0	32	20	12.793122	12.793122	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	32	1	49	1	152	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	291,820	1	1	48	151	48	48	48	0	151	151	151	0	681.927215	6.85354	291,820	0	291,820	291,820	0	0	0	0	0	0	0	0	0	0	0	32	20	3.42677	3.42677	48	151	82.333333	59.467078	3,536.333333	0	0	0	0	0	1	123.5	48	151	32	1	48	1	151	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	156,627	1	1	69	141	69	69	69	0	141	141	141	0	1,340.765002	12.769191	156,627	0	156,627	156,627	0	0	0	0	0	0	0	0	0	0	0	32	20	6.384595	6.384595	69	141	93	41.569219	1,728	0	0	0	0	0	1	139.5	69	141	32	1	69	1	141	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,739	1	1	64	117	64	64	64	0	117	117	117	0	7,624.584018	84.249547	23,739	0	23,739	23,739	0	0	0	0	0	0	0	0	0	0	0	32	32	42.124774	42.124774	64	117	81.666667	30.599564	936.333333	0	0	0	0	0	1	122.5	64	117	32	1	64	1	117	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,543	1	1	46	62	46	46	46	0	62	62	62	0	4,587.350805	84.950941	23,543	0	23,543	23,543	0	0	0	0	0	0	0	0	0	0	0	20	20	42.47547	42.47547	46	62	51.333333	9.237604	85.333333	0	0	0	0	0	1	77	46	62	20	1	46	1	62	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	295,260	1	1	49	152	49	49	49	0	152	152	152	0	680.755944	6.773691	295,260	0	295,260	295,260	0	0	0	0	0	0	0	0	0	0	0	20	20	3.386845	3.386845	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	20	1	49	1	152	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	129,988	1	1	49	152	49	49	49	0	152	152	152	0	1,546.296581	15.386036	129,988	0	129,988	129,988	0	0	0	0	0	0	0	0	0	0	0	32	20	7.693018	7.693018	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	32	1	49	1	152	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	465	1	1	44	88	44	44	44	0	88	88	88	0	283,870.9677	4,301.075269	465	0	465	465	0	0	0	0	0	0	0	0	0	0	0	20	20	2,150.537634	2,150.537634	44	88	58.666667	25.403412	645.333333	0	0	0	0	0	1	88	44	88	20	1	44	1	88	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	223,298	1	1	51	154	51	51	51	0	154	154	154	0	918.055692	8.956641	223,298	0	223,298	223,298	0	0	0	0	0	0	0	0	0	0	0	20	20	4.47832	4.47832	51	154	85.333333	59.467078	3,536.333333	0	0	0	0	0	1	128	51	154	20	1	51	1	154	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	307,690	1	1	49	152	49	49	49	0	152	152	152	0	653.254899	6.500049	307,690	0	307,690	307,690	0	0	0	0	0	0	0	0	0	0	0	32	20	3.250024	3.250024	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	32	1	49	1	152	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	295,757	1	1	49	152	49	49	49	0	152	152	152	0	679.611979	6.762308	295,757	0	295,757	295,757	0	0	0	0	0	0	0	0	0	0	0	20	32	3.381154	3.381154	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	20	1	49	1	152	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,350	1	1	44	60	44	44	44	0	60	60	60	0	4,453.961456	85.653105	23,350	0	23,350	23,350	0	0	0	0	0	0	0	0	0	0	0	32	32	42.826552	42.826552	44	60	49.333333	9.237604	85.333333	0	0	0	0	0	1	74	44	60	32	1	44	1	60	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	296,362	1	1	49	152	49	49	49	0	152	152	152	0	678.224604	6.748504	296,362	0	296,362	296,362	0	0	0	0	0	0	0	0	0	0	0	20	20	3.374252	3.374252	49	152	83.333333	59.467078	3,536.333333	0	0	0	0	0	1	125	49	152	20	1	49	1	152	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	49,728	1	1	62	78	62	62	62	0	78	78	78	0	2,815.315315	40.21879	49,728	0	49,728	49,728	0	0	0	0	0	0	0	0	0	0	0	20	32	20.109395	20.109395	62	78	67.333333	9.237604	85.333333	0	0	0	0	0	1	101	62	78	20	1	62	1	78	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	61,527	1	1	52	68	52	52	52	0	68	68	68	0	1,950.363255	32.506054	61,527	0	61,527	61,527	0	0	0	0	0	0	0	0	0	0	0	20	32	16.253027	16.253027	52	68	57.333333	9.237604	85.333333	0	0	0	0	0	1	86	52	68	20	1	52	1	68	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	49,660	1	1	62	90	62	62	62	0	90	90	90	0	3,060.813532	40.273862	49,660	0	49,660	49,660	0	0	0	0	0	0	0	0	0	0	0	32	20	20.136931	20.136931	62	90	71.333333	16.165808	261.333333	0	0	0	0	0	1	107	62	90	32	1	62	1	90	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	108,310	1	1	46	101	46	46	46	0	101	101	101	0	1,357.2154	18.465516	108,310	0	108,310	108,310	0	0	0	0	0	0	0	0	0	0	0	20	20	9.232758	9.232758	46	101	64.333333	31.754265	1,008.333333	0	0	0	0	0	1	96.5	46	101	20	1	46	1	101	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	119,561	1	1	49	100	49	49	49	0	100	100	100	0	1,246.225776	16.727863	119,561	0	119,561	119,561	0	0	0	0	0	0	0	0	0	0	0	32	20	8.363931	8.363931	49	100	66	29.444864	867	0	0	0	0	0	1	99	49	100	32	1	49	1	100	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,835	1	1	58	145	58	58	58	0	145	145	145	0	8,516.886931	83.910216	23,835	0	23,835	23,835	0	0	0	0	0	0	0	0	0	0	0	20	20	41.955108	41.955108	58	145	87	50.229473	2,523	0	0	0	0	0	1	130.5	58	145	20	1	58	1	145	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	49,466	1	1	44	60	44	44	44	0	60	60	60	0	2,102.454211	40.431812	49,466	0	49,466	49,466	0	0	0	0	0	0	0	0	0	0	0	32	20	20.215906	20.215906	44	60	49.333333	9.237604	85.333333	0	0	0	0	0	1	74	44	60	32	1	44	1	60	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	60,909	1	1	52	108	52	52	52	0	108	108	108	0	2,626.869592	32.83587	60,909	0	60,909	60,909	0	0	0	0	0	0	0	0	0	0	0	20	20	16.417935	16.417935	52	108	70.666667	32.331615	1,045.333333	0	0	0	0	0	1	106	52	108	20	1	52	1	108	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	63,229	1	1	52	84	52	52	52	0	84	84	84	0	2,150.911765	31.631055	63,229	0	63,229	63,229	0	0	0	0	0	0	0	0	0	0	0	20	20	15.815528	15.815528	52	84	62.666667	18.475209	341.333333	0	0	0	0	0	1	94	52	84	20	1	52	1	84	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	35,262,901	2	2	90	193	47	43	45	2.828427	106	87	96.5	13.435029	8.025432	0.113434	11,800,000	20,300,000	35,200,000	734	35,300,000	35,300,000	0	35,300,000	35,300,000	35,200,000	35,200,000	0	35,200,000	35,200,000	0	64	52	0.056717	0.056717	43	106	66	28.687977	823	0	0	0	0	0	1	82.5	45	96.5	64	2	90	2	193	-1	-1	1	32	60,916	60,916	60,916	35,200,000	35,200,000	35,200,000	BENIGN
53	50,067	1	1	44	72	44	44	44	0	72	72	72	0	2,316.89536	39.946472	50,067	0	50,067	50,067	0	0	0	0	0	0	0	0	0	0	0	20	20	19.973236	19.973236	44	72	53.333333	16.165808	261.333333	0	0	0	0	0	1	80	44	72	20	1	44	1	72	-1	-1	0	20	0	0	0	0	0	0	BENIGN

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