Datasets:

kirayz
/

cicids17-ml

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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	down/up_ratio int64	average_packet_size float64	avg_fwd_segment_size float64	avg_bwd_segment_size float64	fwd_header_length.1 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 string
53	71,933	1	1	52	101	52	52	52	0	101	101	101	0	2,126.979272	27.803651	71,933	0	71,933	71,933	0	0	0	0	0	0	0	0	0	0	20	32	13.901825	13.901825	52	101	68.333333	28.290163	800.333333	1	102.5	52	101	20	1	52	1	101	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	77,608	1	1	56	72	56	56	56	0	72	72	72	0	1,649.314504	25.770539	77,608	0	77,608	77,608	0	0	0	0	0	0	0	0	0	0	20	32	12.88527	12.88527	56	72	61.333333	9.237604	85.333333	1	92	56	72	20	1	56	1	72	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	82,493	1	1	59	75	59	59	59	0	75	75	75	0	1,624.38025	24.244481	82,493	0	82,493	82,493	0	0	0	0	0	0	0	0	0	0	20	32	12.122241	12.122241	59	75	64.333333	9.237604	85.333333	1	96.5	59	75	20	1	59	1	75	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	225,547	1	1	51	151	51	51	51	0	151	151	151	0	895.600474	8.867331	225,547	0	225,547	225,547	0	0	0	0	0	0	0	0	0	0	20	20	4.433666	4.433666	51	151	84.333333	57.735027	3,333.333333	1	126.5	51	151	20	1	51	1	151	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	63,195,130	2	2	92	255	49	43	46	4.242641	152	103	127.5	34.648232	5.490929	0.063296	21,100,000	36,200,000	62,800,000	52,256	62,900,000	62,900,000	0	62,900,000	62,900,000	63,100,000	63,100,000	0	63,100,000	63,100,000	52	40	0.031648	0.031648	43	152	78	48.456166	2,348	1	97.5	46	127.5	52	2	92	2	255	-1	-1	1	20	52,256	52,256	52,256	62,800,000	62,800,000	62,800,000	BENIGN
53	60,069	1	1	54	110	54	54	54	0	110	110	110	0	2,730.193611	33.295044	60,069	0	60,069	60,069	0	0	0	0	0	0	0	0	0	0	20	32	16.647522	16.647522	54	110	72.666667	32.331615	1,045.333333	1	109	54	110	20	1	54	1	110	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,604	1	1	43	75	43	43	43	0	75	75	75	0	4,999.152686	84.731401	23,604	0	23,604	23,604	0	0	0	0	0	0	0	0	0	0	20	32	42.365701	42.365701	43	75	53.666667	18.475209	341.333333	1	80.5	43	75	20	1	43	1	75	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,441	1	1	45	100	45	45	45	0	100	100	100	0	6,185.742929	85.320592	23,441	0	23,441	23,441	0	0	0	0	0	0	0	0	0	0	32	20	42.660296	42.660296	45	100	63.333333	31.754265	1,008.333333	1	95	45	100	32	1	45	1	100	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	48,481	1	1	40	107	40	40	40	0	107	107	107	0	3,032.115674	41.253274	48,481	0	48,481	48,481	0	0	0	0	0	0	0	0	0	0	32	20	20.626637	20.626637	40	107	62.333333	38.682468	1,496.333333	1	93.5	40	107	32	1	40	1	107	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	71,392	1	1	54	238	54	54	54	0	238	238	238	0	4,090.094128	28.014343	71,392	0	71,392	71,392	0	0	0	0	0	0	0	0	0	0	32	20	14.007172	14.007172	54	238	115.333333	106.23245	11,285.33333	1	173	54	238	32	1	54	1	238	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	63,041	1	1	65	124	65	65	65	0	124	124	124	0	2,998.048889	31.725385	63,041	0	63,041	63,041	0	0	0	0	0	0	0	0	0	0	32	32	15.862693	15.862693	65	124	84.666667	34.063666	1,160.333333	1	127	65	124	32	1	65	1	124	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	136,471	1	1	52	207	52	52	52	0	207	207	207	0	1,897.839101	14.655128	136,471	0	136,471	136,471	0	0	0	0	0	0	0	0	0	0	20	32	7.327564	7.327564	52	207	103.666667	89.489292	8,008.333333	1	155.5	52	207	20	1	52	1	207	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	458	1	1	50	110	50	50	50	0	110	110	110	0	349,344.9782	4,366.812227	458	0	458	458	0	0	0	0	0	0	0	0	0	0	32	32	2,183.406114	2,183.406114	50	110	70	34.641016	1,200	1	105	50	110	32	1	50	1	110	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	47,962	1	1	46	105	46	46	46	0	105	105	105	0	3,148.325758	41.699679	47,962	0	47,962	47,962	0	0	0	0	0	0	0	0	0	0	32	20	20.849839	20.849839	46	105	65.666667	34.063666	1,160.333333	1	98.5	46	105	32	1	46	1	105	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,143	1	1	43	91	43	43	43	0	91	91	91	0	5,790.087716	86.41922	23,143	0	23,143	23,143	0	0	0	0	0	0	0	0	0	0	32	32	43.20961	43.20961	43	91	59	27.712813	768	1	88.5	43	91	32	1	43	1	91	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,424	1	1	49	177	49	49	49	0	177	177	177	0	9,648.224044	85.382514	23,424	0	23,424	23,424	0	0	0	0	0	0	0	0	0	0	32	32	42.691257	42.691257	49	177	91.666667	73.900834	5,461.333333	1	137.5	49	177	32	1	49	1	177	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	49,477	1	1	51	112	51	51	51	0	112	112	112	0	3,294.460052	40.422823	49,477	0	49,477	49,477	0	0	0	0	0	0	0	0	0	0	20	20	20.211411	20.211411	51	112	71.333333	35.218366	1,240.333333	1	107	51	112	20	1	51	1	112	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	123,543	1	1	51	296	51	51	51	0	296	296	296	0	2,808.738658	16.188695	123,543	0	123,543	123,543	0	0	0	0	0	0	0	0	0	0	32	32	8.094348	8.094348	51	296	132.666667	141.450816	20,008.33333	1	199	51	296	32	1	51	1	296	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	48,750	1	1	43	130	43	43	43	0	130	130	130	0	3,548.717949	41.025641	48,750	0	48,750	48,750	0	0	0	0	0	0	0	0	0	0	32	20	20.512821	20.512821	43	130	72	50.229473	2,523	1	108	43	130	32	1	43	1	130	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	122,269	1	1	38	119	38	38	38	0	119	119	119	0	1,284.054012	16.357376	122,269	0	122,269	122,269	0	0	0	0	0	0	0	0	0	0	32	20	8.178688	8.178688	38	119	65	46.765372	2,187	1	97.5	38	119	32	1	38	1	119	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	98,492,066	3	3	147	393	56	40	49	8.185353	209	72	131	70.448563	5.482675	0.060919	19,700,000	43,400,000	97,300,000	61,471	98,400,000	49,200,000	68,200,000	97,400,000	1,005,851	98,400,000	49,200,000	68,200,000	97,400,000	987,229	72	72	0.030459	0.030459	40	209	82.857143	60.949237	3,714.809524	1	96.666667	49	131	72	3	147	3	393	-1	-1	2	20	1,101,027	1,101,027	1,101,027	97,300,000	97,300,000	97,300,000	BENIGN
53	23,285	1	1	74	158	74	74	74	0	158	158	158	0	9,963.495813	85.892205	23,285	0	23,285	23,285	0	0	0	0	0	0	0	0	0	0	20	20	42.946103	42.946103	74	158	102	48.497423	2,352	1	153	74	158	20	1	74	1	158	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,032	1	1	46	74	46	46	46	0	74	74	74	0	5,210.142411	86.835707	23,032	0	23,032	23,032	0	0	0	0	0	0	0	0	0	0	32	32	43.417853	43.417853	46	74	55.333333	16.165808	261.333333	1	83	46	74	32	1	46	1	74	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	49,777	1	1	78	162	78	78	78	0	162	162	162	0	4,821.503907	40.179199	49,777	0	49,777	49,777	0	0	0	0	0	0	0	0	0	0	20	32	20.0896	20.0896	78	162	106	48.497423	2,352	1	159	78	162	20	1	78	1	162	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	110,695	1	1	48	140	48	48	48	0	140	140	140	0	1,698.36036	18.067663	110,695	0	110,695	110,695	0	0	0	0	0	0	0	0	0	0	32	20	9.033832	9.033832	48	140	78.666667	53.116225	2,821.333333	1	118	48	140	32	1	48	1	140	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	47,993	1	1	54	102	54	54	54	0	102	102	102	0	3,250.474027	41.672744	47,993	0	47,993	47,993	0	0	0	0	0	0	0	0	0	0	20	20	20.836372	20.836372	54	102	70	27.712813	768	1	105	54	102	20	1	54	1	102	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	83,410	1	1	40	56	40	40	40	0	56	56	56	0	1,150.941134	23.97794	83,410	0	83,410	83,410	0	0	0	0	0	0	0	0	0	0	20	20	11.98897	11.98897	40	56	45.333333	9.237604	85.333333	1	68	40	56	20	1	40	1	56	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,520	1	1	39	99	39	39	39	0	99	99	99	0	5,867.346939	85.034014	23,520	0	23,520	23,520	0	0	0	0	0	0	0	0	0	0	20	20	42.517007	42.517007	39	99	59	34.641016	1,200	1	88.5	39	99	20	1	39	1	99	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,306	1	1	45	173	45	45	45	0	173	173	173	0	9,353.814468	85.814812	23,306	0	23,306	23,306	0	0	0	0	0	0	0	0	0	0	20	20	42.907406	42.907406	45	173	87.666667	73.900834	5,461.333333	1	131.5	45	173	20	1	45	1	173	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,689	1	1	51	67	51	51	51	0	67	67	67	0	4,981.21491	84.427371	23,689	0	23,689	23,689	0	0	0	0	0	0	0	0	0	0	20	20	42.213686	42.213686	51	67	56.333333	9.237604	85.333333	1	84.5	51	67	20	1	51	1	67	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	6,839,562	2	2	119	264	61	58	59.5	2.12132	139	125	132	9.899495	55.997738	0.584833	2,279,854	3,870,959.823	6,749,583	23,265	6,816,297	6,816,297	0	6,816,297	6,816,297	6,772,848	6,772,848	0	6,772,848	6,772,848	52	52	0.292416	0.292416	58	139	88.2	40.307568	1,624.7	1	110.25	59.5	132	52	2	119	2	264	-1	-1	1	20	66,714	66,714	66,714	6,749,583	6,749,583	6,749,583	BENIGN
53	23,457	1	1	46	62	46	46	46	0	62	62	62	0	4,604.169331	85.262395	23,457	0	23,457	23,457	0	0	0	0	0	0	0	0	0	0	20	20	42.631198	42.631198	46	62	51.333333	9.237604	85.333333	1	77	46	62	20	1	46	1	62	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	25,931	1	1	81	163	81	81	81	0	163	163	163	0	9,409.586981	77.127762	25,931	0	25,931	25,931	0	0	0	0	0	0	0	0	0	0	32	20	38.563881	38.563881	81	163	108.333333	47.342722	2,241.333333	1	162.5	81	163	32	1	81	1	163	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	60,440	1	1	51	67	51	51	51	0	67	67	67	0	1,952.349437	33.090668	60,440	0	60,440	60,440	0	0	0	0	0	0	0	0	0	0	20	32	16.545334	16.545334	51	67	56.333333	9.237604	85.333333	1	84.5	51	67	20	1	51	1	67	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	46,421	1	1	47	106	47	47	47	0	106	106	106	0	3,295.922104	43.083949	46,421	0	46,421	46,421	0	0	0	0	0	0	0	0	0	0	20	20	21.541975	21.541975	47	106	66.666667	34.063666	1,160.333333	1	100	47	106	20	1	47	1	106	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	46,385	1	1	49	148	49	49	49	0	148	148	148	0	4,247.062628	43.117387	46,385	0	46,385	46,385	0	0	0	0	0	0	0	0	0	0	32	20	21.558694	21.558694	49	148	82	57.157677	3,267	1	123	49	148	32	1	49	1	148	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	60,198	1	1	51	112	51	51	51	0	112	112	112	0	2,707.731154	33.223695	60,198	0	60,198	60,198	0	0	0	0	0	0	0	0	0	0	20	20	16.611848	16.611848	51	112	71.333333	35.218366	1,240.333333	1	107	51	112	20	1	51	1	112	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	92,446	1	1	56	204	56	56	56	0	204	204	204	0	2,812.452675	21.634251	92,446	0	92,446	92,446	0	0	0	0	0	0	0	0	0	0	32	20	10.817126	10.817126	56	204	105.333333	85.44784	7,301.333333	1	158	56	204	32	1	56	1	204	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	23,922	1	1	56	120	56	56	56	0	120	120	120	0	7,357.244378	83.60505	23,922	0	23,922	23,922	0	0	0	0	0	0	0	0	0	0	20	20	41.802525	41.802525	56	120	77.333333	36.950417	1,365.333333	1	116	56	120	20	1	56	1	120	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,345	1	1	66	122	66	66	66	0	122	122	122	0	8,053.116299	85.67145	23,345	0	23,345	23,345	0	0	0	0	0	0	0	0	0	0	20	20	42.835725	42.835725	66	122	84.666667	32.331615	1,045.333333	1	127	66	122	20	1	66	1	122	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,762	1	1	47	131	47	47	47	0	131	131	131	0	7,490.95194	84.167999	23,762	0	23,762	23,762	0	0	0	0	0	0	0	0	0	0	20	20	42.084	42.084	47	131	75	48.497423	2,352	1	112.5	47	131	20	1	47	1	131	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	60,370	1	1	52	68	52	52	52	0	68	68	68	0	1,987.742256	33.129038	60,370	0	60,370	60,370	0	0	0	0	0	0	0	0	0	0	20	20	16.564519	16.564519	52	68	57.333333	9.237604	85.333333	1	86	52	68	20	1	52	1	68	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	16,877,560	2	2	102	323	52	50	51	1.414214	255	68	161.5	132.228968	25.181365	0.237001	5,625,853.333	9,643,311.361	16,800,000	46,619	16,800,000	16,800,000	0	16,800,000	16,800,000	16,800,000	16,800,000	0	16,800,000	16,800,000	40	52	0.118501	0.118501	50	255	95	89.760793	8,057	1	118.75	51	161.5	40	2	102	2	323	-1	-1	1	20	69,959	69,959	69,959	16,800,000	16,800,000	16,800,000	BENIGN
53	30,793	1	1	48	105	48	48	48	0	105	105	105	0	4,968.661709	64.949826	30,793	0	30,793	30,793	0	0	0	0	0	0	0	0	0	0	20	20	32.474913	32.474913	48	105	67	32.908965	1,083	1	100.5	48	105	20	1	48	1	105	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	50,907,205	3	3	168	455	58	54	56	2	272	74	151.666667	105.670873	12.237953	0.117862	10,200,000	20,400,000	46,500,000	24,878	50,700,000	25,400,000	29,900,000	46,500,000	4,253,063	50,900,000	25,400,000	30,000,000	46,600,000	4,229,959	84	72	0.058931	0.058931	54	272	97.285714	79.445399	6,311.571429	1	113.5	56	151.666667	84	3	168	3	455	-1	-1	2	20	4,277,941	4,277,941	4,277,941	46,500,000	46,500,000	46,500,000	BENIGN
53	76,320	1	1	48	64	48	48	48	0	64	64	64	0	1,467.505241	26.205451	76,320	0	76,320	76,320	0	0	0	0	0	0	0	0	0	0	20	20	13.102725	13.102725	48	64	53.333333	9.237604	85.333333	1	80	48	64	20	1	48	1	64	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	60,992	1	1	58	124	58	58	58	0	124	124	124	0	2,983.997901	32.791186	60,992	0	60,992	60,992	0	0	0	0	0	0	0	0	0	0	20	20	16.395593	16.395593	58	124	80	38.105118	1,452	1	120	58	124	20	1	58	1	124	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	48,338	1	1	38	106	38	38	38	0	106	106	106	0	2,979.022715	41.375315	48,338	0	48,338	48,338	0	0	0	0	0	0	0	0	0	0	32	20	20.687658	20.687658	38	106	60.666667	39.259818	1,541.333333	1	91	38	106	32	1	38	1	106	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	5,254,984	2	2	120	309	63	57	60	4.242641	191	118	154.5	51.618795	81.636785	0.761182	1,751,661.333	2,919,640.963	5,122,615	23,677	5,146,292	5,146,292	0	5,146,292	5,146,292	5,231,307	5,231,307	0	5,231,307	5,231,307	52	52	0.380591	0.380591	57	191	97.2	58.379791	3,408.2	1	121.5	60	154.5	52	2	120	2	309	-1	-1	1	20	23,677	23,677	23,677	5,122,615	5,122,615	5,122,615	BENIGN
53	23,563	1	1	47	63	47	47	47	0	63	63	63	0	4,668.33595	84.878835	23,563	0	23,563	23,563	0	0	0	0	0	0	0	0	0	0	20	20	42.439418	42.439418	47	63	52.333333	9.237604	85.333333	1	78.5	47	63	20	1	47	1	63	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	48,951	1	1	56	117	56	56	56	0	117	117	117	0	3,534.146391	40.857184	48,951	0	48,951	48,951	0	0	0	0	0	0	0	0	0	0	20	32	20.428592	20.428592	56	117	76.333333	35.218366	1,240.333333	1	114.5	56	117	20	1	56	1	117	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	139,895	1	1	60	231	60	60	60	0	231	231	231	0	2,080.131527	14.296437	139,895	0	139,895	139,895	0	0	0	0	0	0	0	0	0	0	20	20	7.148218	7.148218	60	231	117	98.726896	9,747	1	175.5	60	231	20	1	60	1	231	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	50,361	1	1	62	90	62	62	62	0	90	90	90	0	3,018.208534	39.71327	50,361	0	50,361	50,361	0	0	0	0	0	0	0	0	0	0	32	20	19.856635	19.856635	62	90	71.333333	16.165808	261.333333	1	107	62	90	32	1	62	1	90	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	95,459	1	1	43	147	43	43	43	0	147	147	147	0	1,990.383306	20.951403	95,459	0	95,459	95,459	0	0	0	0	0	0	0	0	0	0	20	20	10.475702	10.475702	43	147	77.666667	60.044428	3,605.333333	1	116.5	43	147	20	1	43	1	147	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	28,722	1	1	45	61	45	45	45	0	61	61	61	0	3,690.550797	69.633034	28,722	0	28,722	28,722	0	0	0	0	0	0	0	0	0	0	20	20	34.816517	34.816517	45	61	50.333333	9.237604	85.333333	1	75.5	45	61	20	1	45	1	61	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,215	1	1	47	63	47	47	47	0	63	63	63	0	4,738.315744	86.151195	23,215	0	23,215	23,215	0	0	0	0	0	0	0	0	0	0	20	20	43.075598	43.075598	47	63	52.333333	9.237604	85.333333	1	78.5	47	63	20	1	47	1	63	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,414	1	1	53	128	53	53	53	0	128	128	128	0	7,730.417699	85.41898	23,414	0	23,414	23,414	0	0	0	0	0	0	0	0	0	0	20	32	42.70949	42.70949	53	128	78	43.30127	1,875	1	117	53	128	20	1	53	1	128	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	31,040	1	1	45	129	45	45	45	0	129	129	129	0	5,605.670103	64.43299	31,040	0	31,040	31,040	0	0	0	0	0	0	0	0	0	0	20	20	32.216495	32.216495	45	129	73	48.497423	2,352	1	109.5	45	129	20	1	45	1	129	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,422	1	1	57	121	57	57	57	0	121	121	121	0	7,599.692597	85.389804	23,422	0	23,422	23,422	0	0	0	0	0	0	0	0	0	0	32	20	42.694902	42.694902	57	121	78.333333	36.950417	1,365.333333	1	117.5	57	121	32	1	57	1	121	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	54,912,722	2	2	89	302	47	42	44.5	3.535534	175	127	151	33.941126	7.12039	0.072843	18,300,000	31,600,000	54,800,000	23,570	54,900,000	54,900,000	0	54,900,000	54,900,000	54,900,000	54,900,000	0	54,900,000	54,900,000	60	72	0.036421	0.036421	42	175	86.6	61.223362	3,748.3	1	108.25	44.5	151	60	2	89	2	302	-1	-1	1	20	23,570	23,570	23,570	54,800,000	54,800,000	54,800,000	BENIGN
53	2,791,073	2	2	97	286	55	42	48.5	9.192388	170	116	143	38.183766	137.223211	1.433141	930,357.6667	1,516,951.367	2,681,966	48,024	2,743,049	2,743,049	0	2,743,049	2,743,049	2,729,990	2,729,990	0	2,729,990	2,729,990	52	52	0.71657	0.71657	42	170	85	56.533176	3,196	1	106.25	48.5	143	52	2	97	2	286	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	23,420	1	1	46	90	46	46	46	0	90	90	90	0	5,807.002562	85.397097	23,420	0	23,420	23,420	0	0	0	0	0	0	0	0	0	0	20	32	42.698548	42.698548	46	90	60.666667	25.403412	645.333333	1	91	46	90	20	1	46	1	90	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	70,539,703	2	2	113	247	58	55	56.5	2.12132	136	111	123.5	17.67767	5.103509	0.056706	23,500,000	40,700,000	70,500,000	23,676	70,500,000	70,500,000	0	70,500,000	70,500,000	70,500,000	70,500,000	0	70,500,000	70,500,000	52	40	0.028353	0.028353	55	136	83.6	37.500667	1,406.3	1	104.5	56.5	123.5	52	2	113	2	247	-1	-1	1	20	48,059	48,059	48,059	70,500,000	70,500,000	70,500,000	BENIGN
53	23,406	1	1	53	117	53	53	53	0	117	117	117	0	7,263.094933	85.448176	23,406	0	23,406	23,406	0	0	0	0	0	0	0	0	0	0	20	20	42.724088	42.724088	53	117	74.333333	36.950417	1,365.333333	1	111.5	53	117	20	1	53	1	117	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	70,367,096	2	2	115	212	66	49	57.5	12.020815	114	98	106	11.313709	4.647058	0.056845	23,500,000	40,600,000	70,300,000	23,466	70,300,000	70,300,000	0	70,300,000	70,300,000	70,300,000	70,300,000	0	70,300,000	70,300,000	52	40	0.028422	0.028422	49	114	78.6	26.566897	705.8	1	98.25	57.5	106	52	2	115	2	212	-1	-1	1	20	23,490	23,490	23,490	70,300,000	70,300,000	70,300,000	BENIGN
53	23,529	1	1	58	139	58	58	58	0	139	139	139	0	8,372.646521	85.001488	23,529	0	23,529	23,529	0	0	0	0	0	0	0	0	0	0	20	20	42.500744	42.500744	58	139	85	46.765372	2,187	1	127.5	58	139	20	1	58	1	139	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	86,782,656	2	2	86	200	45	41	43	2.828427	105	95	100	7.071068	3.295589	0.046092	28,900,000	50,000,000	86,600,000	25,100	86,800,000	86,800,000	0	86,800,000	86,800,000	86,700,000	86,700,000	0	86,700,000	86,700,000	64	52	0.023046	0.023046	41	105	66.2	31.099839	967.2	1	82.75	43	100	64	2	86	2	200	-1	-1	1	32	129,575	129,575	129,575	86,600,000	86,600,000	86,600,000	BENIGN
53	23,646	1	1	61	139	61	61	61	0	139	139	139	0	8,458.090163	84.580902	23,646	0	23,646	23,646	0	0	0	0	0	0	0	0	0	0	20	20	42.290451	42.290451	61	139	87	45.033321	2,028	1	130.5	61	139	20	1	61	1	139	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,845	1	1	55	116	55	55	55	0	116	116	116	0	7,171.314741	83.875026	23,845	0	23,845	23,845	0	0	0	0	0	0	0	0	0	0	20	20	41.937513	41.937513	55	116	75.333333	35.218366	1,240.333333	1	113	55	116	20	1	55	1	116	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	64,313	1	1	57	144	57	57	57	0	144	144	144	0	3,125.340133	31.097912	64,313	0	64,313	64,313	0	0	0	0	0	0	0	0	0	0	32	20	15.548956	15.548956	57	144	86	50.229473	2,523	1	129	57	144	32	1	57	1	144	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	168,963	1	1	44	60	44	44	44	0	60	60	60	0	615.519374	11.836911	168,963	0	168,963	168,963	0	0	0	0	0	0	0	0	0	0	20	32	5.918456	5.918456	44	60	49.333333	9.237604	85.333333	1	74	44	60	20	1	44	1	60	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,634	1	1	75	157	75	75	75	0	157	157	157	0	9,816.366252	84.623847	23,634	0	23,634	23,634	0	0	0	0	0	0	0	0	0	0	20	20	42.311924	42.311924	75	157	102.333333	47.342722	2,241.333333	1	153.5	75	157	20	1	75	1	157	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	81,910	1	1	42	98	42	42	42	0	98	98	98	0	1,709.193017	24.417043	81,910	0	81,910	81,910	0	0	0	0	0	0	0	0	0	0	20	20	12.208522	12.208522	42	98	60.666667	32.331615	1,045.333333	1	91	42	98	20	1	42	1	98	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	47,543	1	1	47	75	47	47	47	0	75	75	75	0	2,566.098059	42.067181	47,543	0	47,543	47,543	0	0	0	0	0	0	0	0	0	0	20	20	21.033591	21.033591	47	75	56.333333	16.165808	261.333333	1	84.5	47	75	20	1	47	1	75	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	47,785	1	1	48	113	48	48	48	0	113	113	113	0	3,369.258135	41.854138	47,785	0	47,785	47,785	0	0	0	0	0	0	0	0	0	0	20	20	20.927069	20.927069	48	113	69.666667	37.527768	1,408.333333	1	104.5	48	113	20	1	48	1	113	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	128,956	1	1	46	216	46	46	46	0	216	216	216	0	2,031.700735	15.509166	128,956	0	128,956	128,956	0	0	0	0	0	0	0	0	0	0	32	20	7.754583	7.754583	46	216	102.666667	98.149546	9,633.333333	1	154	46	216	32	1	46	1	216	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	48,326	1	1	44	102	44	44	44	0	102	102	102	0	3,021.148036	41.38559	48,326	0	48,326	48,326	0	0	0	0	0	0	0	0	0	0	32	20	20.692795	20.692795	44	102	63.333333	33.486316	1,121.333333	1	95	44	102	32	1	44	1	102	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	62,867,219	2	2	111	278	59	52	55.5	4.949747	154	124	139	21.213203	6.187644	0.063626	21,000,000	36,100,000	62,600,000	48,010	62,800,000	62,800,000	0	62,800,000	62,800,000	62,700,000	62,700,000	0	62,700,000	62,700,000	40	52	0.031813	0.031813	52	154	88.2	47.657109	2,271.2	1	110.25	55.5	139	40	2	111	2	278	-1	-1	1	20	181,135	181,135	181,135	62,600,000	62,600,000	62,600,000	BENIGN
53	566	1	1	55	71	55	55	55	0	71	71	71	0	222,614.841	3,533.568905	566	0	566	566	0	0	0	0	0	0	0	0	0	0	20	20	1,766.784452	1,766.784452	55	71	60.333333	9.237604	85.333333	1	90.5	55	71	20	1	55	1	71	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	23,461	1	1	47	91	47	47	47	0	91	91	91	0	5,882.102212	85.247858	23,461	0	23,461	23,461	0	0	0	0	0	0	0	0	0	0	20	20	42.623929	42.623929	47	91	61.666667	25.403412	645.333333	1	92.5	47	91	20	1	47	1	91	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	279,986	1	1	48	219	48	48	48	0	219	219	219	0	953.61911	7.143214	279,986	0	279,986	279,986	0	0	0	0	0	0	0	0	0	0	32	20	3.571607	3.571607	48	219	105	98.726896	9,747	1	157.5	48	219	32	1	48	1	219	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	62,233	1	1	58	138	58	58	58	0	138	138	138	0	3,149.454469	32.137291	62,233	0	62,233	62,233	0	0	0	0	0	0	0	0	0	0	20	40	16.068645	16.068645	58	138	84.666667	46.188022	2,133.333333	1	127	58	138	20	1	58	1	138	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	60,122	1	1	55	111	55	55	55	0	111	111	111	0	2,761.052527	33.265693	60,122	0	60,122	60,122	0	0	0	0	0	0	0	0	0	0	20	20	16.632847	16.632847	55	111	73.666667	32.331615	1,045.333333	1	110.5	55	111	20	1	55	1	111	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	61,215	1	1	58	139	58	58	58	0	139	139	139	0	3,218.165482	32.671731	61,215	0	61,215	61,215	0	0	0	0	0	0	0	0	0	0	20	20	16.335865	16.335865	58	139	85	46.765372	2,187	1	127.5	58	139	20	1	58	1	139	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	58,147,679	2	2	93	283	49	44	46.5	3.535534	152	131	141.5	14.849242	6.466294	0.06879	19,400,000	33,300,000	57,800,000	23,444	57,800,000	57,800,000	0	57,800,000	57,800,000	58,100,000	58,100,000	0	58,100,000	58,100,000	52	40	0.034395	0.034395	44	152	84	53.051861	2,814.5	1	105	46.5	141.5	52	2	93	2	283	-1	-1	1	20	23,444	23,444	23,444	57,800,000	57,800,000	57,800,000	BENIGN
53	153,357	1	1	42	213	42	42	42	0	213	213	213	0	1,662.786831	13.041465	153,357	0	153,357	153,357	0	0	0	0	0	0	0	0	0	0	20	20	6.520733	6.520733	42	213	99	98.726896	9,747	1	148.5	42	213	20	1	42	1	213	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	168,759	1	1	54	70	54	54	54	0	70	70	70	0	734.775627	11.85122	168,759	0	168,759	168,759	0	0	0	0	0	0	0	0	0	0	20	20	5.92561	5.92561	54	70	59.333333	9.237604	85.333333	1	89	54	70	20	1	54	1	70	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	9,740,076	2	2	100	197	58	42	50	11.313709	139	58	98.5	57.275649	30.492575	0.410674	3,246,692	5,515,382.871	9,615,286	48,040	9,692,036	9,692,036	0	9,692,036	9,692,036	9,663,326	9,663,326	0	9,663,326	9,663,326	52	40	0.205337	0.205337	42	139	71	38.639358	1,493	1	88.75	50	98.5	52	2	100	2	197	-1	-1	1	20	76,750	76,750	76,750	9,615,286	9,615,286	9,615,286	BENIGN
53	153,871	1	1	45	216	45	45	45	0	216	216	216	0	1,696.226059	12.997901	153,871	0	153,871	153,871	0	0	0	0	0	0	0	0	0	0	20	32	6.49895	6.49895	45	216	102	98.726896	9,747	1	153	45	216	20	1	45	1	216	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	46,556	1	1	46	102	46	46	46	0	102	102	102	0	3,178.967265	42.959017	46,556	0	46,556	46,556	0	0	0	0	0	0	0	0	0	0	20	32	21.479509	21.479509	46	102	64.666667	32.331615	1,045.333333	1	97	46	102	20	1	46	1	102	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	60,516	1	1	44	92	44	44	44	0	92	92	92	0	2,247.339547	33.049111	60,516	0	60,516	60,516	0	0	0	0	0	0	0	0	0	0	20	32	16.524555	16.524555	44	92	60	27.712813	768	1	90	44	92	20	1	44	1	92	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	76,755	1	1	58	139	58	58	58	0	139	139	139	0	2,566.608039	26.056934	76,755	0	76,755	76,755	0	0	0	0	0	0	0	0	0	0	32	20	13.028467	13.028467	58	139	85	46.765372	2,187	1	127.5	58	139	32	1	58	1	139	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	48,835	1	1	54	110	54	54	54	0	110	110	110	0	3,358.247159	40.954234	48,835	0	48,835	48,835	0	0	0	0	0	0	0	0	0	0	20	20	20.477117	20.477117	54	110	72.666667	32.331615	1,045.333333	1	109	54	110	20	1	54	1	110	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	405	1	1	55	111	55	55	55	0	111	111	111	0	409,876.5432	4,938.271605	405	0	405	405	0	0	0	0	0	0	0	0	0	0	32	32	2,469.135802	2,469.135802	55	111	73.666667	32.331615	1,045.333333	1	110.5	55	111	32	1	55	1	111	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	491	1	1	64	117	64	64	64	0	117	117	117	0	368,635.4379	4,073.319756	491	0	491	491	0	0	0	0	0	0	0	0	0	0	32	32	2,036.659878	2,036.659878	64	117	81.666667	30.599564	936.333333	1	122.5	64	117	32	1	64	1	117	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	109,665	1	1	41	143	41	41	41	0	143	143	143	0	1,677.837049	18.237359	109,665	0	109,665	109,665	0	0	0	0	0	0	0	0	0	0	32	40	9.11868	9.11868	41	143	75	58.889727	3,468	1	112.5	41	143	32	1	41	1	143	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	25,309	1	1	54	121	54	54	54	0	121	121	121	0	6,914.536331	79.023272	25,309	0	25,309	25,309	0	0	0	0	0	0	0	0	0	0	32	32	39.511636	39.511636	54	121	76.333333	38.682468	1,496.333333	1	114.5	54	121	32	1	54	1	121	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	50,906	1	1	55	83	55	55	55	0	83	83	83	0	2,710.878875	39.2881	50,906	0	50,906	50,906	0	0	0	0	0	0	0	0	0	0	20	32	19.64405	19.64405	55	83	64.333333	16.165808	261.333333	1	96.5	55	83	20	1	55	1	83	-1	-1	0	20	0	0	0	0	0	0	BENIGN
53	163,477	1	1	43	108	43	43	43	0	108	108	108	0	923.677337	12.234137	163,477	0	163,477	163,477	0	0	0	0	0	0	0	0	0	0	32	32	6.117068	6.117068	43	108	64.666667	37.527768	1,408.333333	1	97	43	108	32	1	43	1	108	-1	-1	0	32	0	0	0	0	0	0	BENIGN
53	61,496	1	1	50	66	50	50	50	0	66	66	66	0	1,886.301548	32.52244	61,496	0	61,496	61,496	0	0	0	0	0	0	0	0	0	0	32	32	16.26122	16.26122	50	66	55.333333	9.237604	85.333333	1	83	50	66	32	1	50	1	66	-1	-1	0	32	0	0	0	0	0	0	BENIGN