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 Std float64	Active Max int64	Active Min int64	Idle Mean float64	Idle Std float64	Idle Max int64	Idle Min int64	Label large_string
53	241	2	2	68	422	34	34	34	0	211	211	211	0	2,033,195.021	16,597.51037	80.333333	133.945263	235	3	3	3	0	3	3	3	3	0	3	3	0	80	80	8,298.755187	8,298.755187	34	211	104.8	96.946893	9,398.7	0	0	0	0	0	1	131	34	211	80	2	68	2	422	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	203	2	2	84	192	42	42	42	0	96	96	96	0	1,359,605.911	19,704.4335	67.666667	112.005952	197	3	3	3	0	3	3	3	3	0	3	3	0	40	40	9,852.216749	9,852.216749	42	96	63.6	29.577018	874.8	0	0	0	0	0	1	79.5	42	96	40	2	84	2	192	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	198	2	2	66	194	33	33	33	0	97	97	97	0	1,313,131.313	20,202.0202	66	109.119201	192	3	3	3	0	3	3	3	3	0	3	3	0	64	64	10,101.0101	10,101.0101	33	97	58.6	35.054244	1,228.8	0	0	0	0	0	1	73.25	33	97	64	2	66	2	194	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	121,060	2	2	60	344	30	30	30	0	172	172	172	0	3,337.188171	33.041467	40,353.33333	69,881.03335	121,045	3	12	12	0	12	12	3	3	0	3	3	0	64	80	16.520734	16.520734	30	172	86.8	77.776603	6,049.2	0	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	30,734	2	2	76	418	38	38	38	0	209	209	209	0	16,073.40405	130.149021	10,244.66667	17,739.08702	30,728	3	3	3	0	3	3	3	3	0	3	3	0	64	64	65.07451	65.07451	38	209	106.4	93.660557	8,772.3	0	0	0	0	0	1	133	38	209	64	2	76	2	418	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	23,826	2	2	76	108	38	38	38	0	54	54	54	0	7,722.655922	167.883824	7,942	13,749.01931	23,818	4	4	4	0	4	4	4	4	0	4	4	0	64	64	83.941912	83.941912	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	64	2	76	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	185	2	2	90	164	45	45	45	0	82	82	82	0	1,372,972.973	21,621.62162	61.666667	101.613647	179	3	3	3	0	3	3	3	3	0	3	3	0	80	80	10,810.81081	10,810.81081	45	82	59.8	20.265735	410.7	0	0	0	0	0	1	74.75	45	82	80	2	90	2	164	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	262	2	2	84	274	42	42	42	0	137	137	137	0	1,366,412.214	15,267.17557	87.333333	149.53372	260	1	1	1	0	1	1	1	1	0	1	1	0	40	40	7,633.587786	7,633.587786	42	137	80	52.033643	2,707.5	0	0	0	0	0	1	100	42	137	40	2	84	2	274	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	7,149,865	4	4	134	370	37	30	33.5	4.041452	132	53	92.5	45.610671	70.490841	1.118902	1,021,409.286	2,680,057.236	7,099,058	3	7,099,318	2,366,439.333	4,098,748.991	7,099,267	4	7,149,655	2,383,218.333	4,127,850.043	7,149,649	3	0	128	104	0.559451	0.559451	30	132	59.333333	42.160408	1,777.5	0	0	0	0	0	1	66.75	33.5	92.5	128	4	134	4	370	-1	-1	3	32	213	0	213	213	7,099,058	0	7,099,058	7,099,058	BENIGN
53	48,226	2	2	76	108	38	38	38	0	54	54	54	0	3,815.369303	82.942811	16,075.33333	27,837.23191	48,219	3	4	4	0	4	4	3	3	0	3	3	0	64	64	41.471405	41.471405	38	54	44.4	8.763561	76.8	0	0	0	0	0	1	55.5	38	54	64	2	76	2	108	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,226	2	2	76	164	38	38	38	0	82	82	82	0	195,758.5644	3,262.642741	408.666667	663.163127	1,174	4	48	48	0	48	48	4	4	0	4	4	0	64	64	1,631.32137	1,631.32137	38	82	55.6	24.099793	580.8	0	0	0	0	0	1	69.5	38	82	64	2	76	2	164	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	272	2	2	60	344	30	30	30	0	172	172	172	0	1,485,294.118	14,705.88235	90.666667	155.307222	270	1	1	1	0	1	1	1	1	0	1	1	0	64	64	7,352.941176	7,352.941176	30	172	86.8	77.776603	6,049.2	0	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,339	2	2	70	158	35	35	35	0	79	79	79	0	170,276.3256	2,987.303958	446.333333	731.014592	1,290	1	1	1	0	1	1	48	48	0	48	48	0	64	64	1,493.651979	1,493.651979	35	79	52.6	24.099793	580.8	0	0	0	0	0	1	65.75	35	79	64	2	70	2	158	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	158	2	2	78	134	39	39	39	0	67	67	67	0	1,341,772.152	25,316.4557	52.666667	89.489292	156	1	1	1	0	1	1	1	1	0	1	1	0	64	64	12,658.22785	12,658.22785	39	67	50.2	15.336232	235.2	0	0	0	0	0	1	62.75	39	67	64	2	78	2	134	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	76,902	2	2	66	164	33	33	33	0	82	82	82	0	2,990.819485	52.014252	25,634	44,354.36254	76,850	4	48	48	0	48	48	4	4	0	4	4	0	64	80	26.007126	26.007126	33	82	52.6	26.838405	720.3	0	0	0	0	0	1	65.75	33	82	64	2	66	2	164	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	161	2	2	78	110	39	39	39	0	55	55	55	0	1,167,701.863	24,844.7205	53.666667	86.02519	153	4	4	4	0	4	4	4	4	0	4	4	0	64	64	12,422.36025	12,422.36025	39	55	45.4	8.763561	76.8	0	0	0	0	0	1	56.75	39	55	64	2	78	2	110	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	48,135	2	2	70	102	35	35	35	0	51	51	51	0	3,573.283474	83.099616	16,045	27,784.69303	48,128	3	3	3	0	3	3	4	4	0	4	4	0	64	40	41.549808	41.549808	35	51	41.4	8.763561	76.8	0	0	0	0	0	1	51.75	35	51	64	2	70	2	102	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	1,175	2	2	66	140	33	33	33	0	70	70	70	0	175,319.1489	3,404.255319	391.666667	674.923206	1,171	1	3	3	0	3	3	1	1	0	1	1	0	64	64	1,702.12766	1,702.12766	33	70	47.8	20.265735	410.7	0	0	0	0	0	1	59.75	33	70	64	2	66	2	140	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	329	2	2	66	140	33	33	33	0	70	70	70	0	626,139.8176	12,158.05471	109.666667	183.020035	321	4	4	4	0	4	4	4	4	0	4	4	0	64	64	6,079.027356	6,079.027356	33	70	47.8	20.265735	410.7	0	0	0	0	0	1	59.75	33	70	64	2	66	2	140	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	154,785	2	2	76	170	38	38	38	0	85	85	85	0	1,589.301289	25.842297	51,595	89,349.5731	154,767	4	14	14	0	14	14	4	4	0	4	4	0	40	80	12.921149	12.921149	38	85	56.8	25.74296	662.7	0	0	0	0	0	1	71	38	85	40	2	76	2	170	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	1,168	2	2	64	152	32	32	32	0	76	76	76	0	184,931.5068	3,424.657534	389.333333	670.016667	1,163	1	1	1	0	1	1	4	4	0	4	4	0	64	64	1,712.328767	1,712.328767	32	76	49.6	24.099793	580.8	0	0	0	0	0	1	62	32	76	64	2	64	2	152	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	185	2	2	66	170	33	33	33	0	85	85	85	0	1,275,675.676	21,621.62162	61.666667	66.643329	133	1	51	51	0	51	51	1	1	0	1	1	0	80	80	10,810.81081	10,810.81081	33	85	53.8	28.481573	811.2	0	0	0	0	0	1	67.25	33	85	80	2	66	2	170	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	52,644	2	2	66	122	33	33	33	0	61	61	61	0	3,571.157207	75.982068	17,548	30,361.98809	52,607	4	33	33	0	33	33	4	4	0	4	4	0	64	80	37.991034	37.991034	33	61	44.2	15.336232	235.2	0	0	0	0	0	1	55.25	33	61	64	2	66	2	122	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	195	2	2	68	182	34	34	34	0	91	91	91	0	1,282,051.282	20,512.82051	65	106.522298	188	3	4	4	0	4	4	3	3	0	3	3	0	64	64	10,256.41026	10,256.41026	34	91	56.8	31.220186	974.7	0	0	0	0	0	1	71	34	91	64	2	68	2	182	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	62,147	2	2	62	94	31	31	31	0	47	47	47	0	2,510.177482	64.363525	20,715.66667	35,875.39103	62,141	3	3	3	0	3	3	3	3	0	3	3	0	64	64	32.181763	32.181763	31	47	37.4	8.763561	76.8	0	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	23,932	2	2	66	276	33	33	33	0	138	138	138	0	14,290.48972	167.140231	7,977.333333	13,811.08447	23,925	3	4	4	0	4	4	3	3	0	3	3	0	64	40	83.570115	83.570115	33	138	75	57.510869	3,307.5	0	0	0	0	0	1	93.75	33	138	64	2	66	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	47,580	2	2	68	228	34	34	34	0	114	114	114	0	6,221.101303	84.068937	15,860	27,464.26363	47,573	3	4	4	0	4	4	3	3	0	3	3	0	64	40	42.034468	42.034468	34	114	66	43.817805	1,920	0	0	0	0	0	1	82.5	34	114	64	2	68	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	250	2	2	76	242	38	38	38	0	121	121	121	0	1,272,000	16,000	83.333333	142.605517	248	1	1	1	0	1	1	1	1	0	1	1	0	64	64	8,000	8,000	38	121	71.2	45.460972	2,066.7	0	0	0	0	0	1	89	38	121	64	2	76	2	242	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	114,526	2	2	80	396	40	40	40	0	198	198	198	0	4,156.26146	34.926567	38,175.33333	66,115.55475	114,519	3	4	4	0	4	4	3	3	0	3	3	0	40	64	17.463283	17.463283	40	198	103.2	86.540164	7,489.2	0	0	0	0	0	1	129	40	198	40	2	80	2	396	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	48,419	2	2	66	220	33	33	33	0	110	110	110	0	5,906.772135	82.612198	16,139.66667	27,951.2586	48,415	1	1	1	0	1	1	3	3	0	3	3	0	64	40	41.306099	41.306099	33	110	63.8	42.174637	1,778.7	0	0	0	0	0	1	79.75	33	110	64	2	66	2	220	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	48,273	2	2	70	286	35	35	35	0	143	143	143	0	7,374.72293	82.862055	16,091	27,864.36737	48,266	3	3	3	0	3	3	4	4	0	4	4	0	80	64	41.431028	41.431028	35	143	78.2	59.154036	3,499.2	0	0	0	0	0	1	97.75	35	143	80	2	70	2	286	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	23,863	2	2	66	234	33	33	33	0	117	117	117	0	12,571.76382	167.623518	7,954.333333	13,772.11332	23,857	3	3	3	0	3	3	3	3	0	3	3	0	64	64	83.811759	83.811759	33	117	66.6	46.008695	2,116.8	0	0	0	0	0	1	83.25	33	117	64	2	66	2	234	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	25,680	2	2	66	148	33	33	33	0	74	74	74	0	8,333.333333	155.76324	8,560	14,813.36522	25,665	3	12	12	0	12	12	3	3	0	3	3	0	64	40	77.88162	77.88162	33	74	49.4	22.456625	504.3	0	0	0	0	0	1	61.75	33	74	64	2	66	2	148	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	48,256	2	2	64	120	32	32	32	0	60	60	60	0	3,812.997347	82.891247	16,085.33333	27,857.15051	48,252	1	1	1	0	1	1	3	3	0	3	3	0	64	80	41.445623	41.445623	32	60	43.2	15.336232	235.2	0	0	0	0	0	1	54	32	60	64	2	64	2	120	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	213	2	2	66	386	33	33	33	0	193	193	193	0	2,122,065.728	18,779.34272	71	116.047404	205	4	4	4	0	4	4	4	4	0	4	4	0	80	80	9,389.671362	9,389.671362	33	193	97	87.635609	7,680	0	0	0	0	0	1	121.25	33	193	80	2	66	2	386	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	24,572	2	2	80	174	40	40	40	0	87	87	87	0	10,336.96891	162.786912	8,190.666667	14,183.18675	24,568	1	1	1	0	1	1	3	3	0	3	3	0	80	64	81.393456	81.393456	40	87	58.8	25.74296	662.7	0	0	0	0	0	1	73.5	40	87	80	2	80	2	174	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	238	2	2	88	250	44	44	44	0	125	125	125	0	1,420,168.067	16,806.72269	79.333333	133.948995	234	1	1	1	0	1	1	3	3	0	3	3	0	64	64	8,403.361345	8,403.361345	44	125	76.4	44.365527	1,968.3	0	0	0	0	0	1	95.5	44	125	64	2	88	2	250	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	377	2	2	62	272	31	31	31	0	136	136	136	0	885,941.6446	10,610.07958	125.666667	215.068206	374	0	0	0	0	0	0	3	3	0	3	3	0	40	40	5,305.039788	5,305.039788	31	136	73	57.510869	3,307.5	0	0	0	0	0	1	91.25	31	136	40	2	62	2	272	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	30,785	2	2	70	102	35	35	35	0	51	51	51	0	5,587.136592	129.933409	10,261.66667	17,693.23872	30,692	4	89	89	0	89	89	4	4	0	4	4	0	72	64	64.966705	64.966705	35	51	41.4	8.763561	76.8	0	0	0	0	0	1	51.75	35	51	72	2	70	2	102	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	85,081	2	2	76	474	38	38	38	0	237	237	237	0	6,464.428016	47.014022	28,360.33333	49,116.3421	85,075	3	3	3	0	3	3	3	3	0	3	3	0	40	64	23.507011	23.507011	38	237	117.6	108.996789	11,880.3	0	0	0	0	0	1	147	38	237	40	2	76	2	474	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,507	2	2	62	228	31	31	31	0	114	114	114	0	11,833.35374	163.218672	8,169	14,142.19484	24,499	4	4	4	0	4	4	4	4	0	4	4	0	64	64	81.609336	81.609336	31	114	64.2	45.460972	2,066.7	0	0	0	0	0	1	80.25	31	114	64	2	62	2	228	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,266	2	2	62	360	31	31	31	0	180	180	180	0	17,390.58765	164.839693	8,088.666667	13,965.83246	24,215	3	48	48	0	48	48	3	3	0	3	3	0	40	64	82.419847	82.419847	31	180	90.6	81.610661	6,660.3	0	0	0	0	0	1	113.25	31	180	40	2	62	2	360	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	123,279	2	2	68	196	34	34	34	0	98	98	98	0	2,141.483951	32.446727	41,093	71,171.69974	123,275	1	1	1	0	1	1	3	3	0	3	3	0	64	64	16.223363	16.223363	34	98	59.6	35.054244	1,228.8	0	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	48,308	2	2	80	296	40	40	40	0	148	148	148	0	7,783.389915	82.80202	16,102.66667	27,887.17272	48,304	1	1	1	0	1	1	3	3	0	3	3	0	40	64	41.40101	41.40101	40	148	83.2	59.154036	3,499.2	0	0	0	0	0	1	104	40	148	40	2	80	2	296	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	228	2	2	66	226	33	33	33	0	113	113	113	0	1,280,701.754	17,543.85965	76	128.175661	224	1	1	1	0	1	1	3	3	0	3	3	0	40	40	8,771.929825	8,771.929825	33	113	65	43.817805	1,920	0	0	0	0	0	1	81.25	33	113	40	2	66	2	226	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	24,529	2	2	66	330	33	33	33	0	165	165	165	0	16,144.1559	163.072282	8,176.333333	14,157.49463	24,524	2	3	3	0	3	3	2	2	0	2	2	0	40	80	81.536141	81.536141	33	165	85.8	72.299378	5,227.2	0	0	0	0	0	1	107.25	33	165	40	2	66	2	330	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	232	2	2	84	366	42	42	42	0	183	183	183	0	1,939,655.172	17,241.37931	77.333333	129.623815	227	1	1	1	0	1	1	4	4	0	4	4	0	40	40	8,620.689655	8,620.689655	42	183	98.4	77.228881	5,964.3	0	0	0	0	0	1	123	42	183	40	2	84	2	366	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	1,203	2	2	62	196	31	31	31	0	98	98	98	0	214,463.8404	3,325.020781	401	679.85219	1,186	3	14	14	0	14	14	3	3	0	3	3	0	64	64	1,662.510391	1,662.510391	31	98	57.8	36.697411	1,346.7	0	0	0	0	0	1	72.25	31	98	64	2	62	2	196	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	186,366	2	2	84	182	42	42	42	0	91	91	91	0	1,427.298971	21.463142	62,122	107,594.1302	186,361	1	1	1	0	1	1	4	4	0	4	4	0	64	64	10.731571	10.731571	42	91	61.6	26.838405	720.3	0	0	0	0	0	1	77	42	91	64	2	84	2	182	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	50,163	2	2	66	98	33	33	33	0	49	49	49	0	3,269.341945	79.740047	16,721	28,956.4254	50,157	3	3	3	0	3	3	3	3	0	3	3	0	64	64	39.870024	39.870024	33	49	39.4	8.763561	76.8	0	0	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	49,641	2	2	80	206	40	40	40	0	103	103	103	0	5,761.366612	80.578554	16,547	28,616.08626	49,590	3	48	48	0	48	48	3	3	0	3	3	0	80	40	40.289277	40.289277	40	103	65.2	34.506521	1,190.7	0	0	0	0	0	1	81.5	40	103	80	2	80	2	206	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	72,531	2	2	62	208	31	31	31	0	104	104	104	0	3,722.546222	55.148833	24,177	41,872.32828	72,527	1	1	1	0	1	1	3	3	0	3	3	0	40	40	27.574416	27.574416	31	104	60.2	39.983747	1,598.7	0	0	0	0	0	1	75.25	31	104	40	2	62	2	208	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	72,225	2	2	66	400	33	33	33	0	200	200	200	0	6,452.059536	55.382485	24,075	41,656.69458	72,176	1	1	1	0	1	1	48	48	0	48	48	0	40	40	27.691243	27.691243	33	200	99.8	91.469667	8,366.7	0	0	0	0	0	1	124.75	33	200	40	2	66	2	400	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	228	2	2	90	386	45	45	45	0	193	193	193	0	2,087,719.298	17,543.85965	76	124.707658	220	4	4	4	0	4	4	4	4	0	4	4	0	40	64	8,771.929825	8,771.929825	45	193	104.2	81.062939	6,571.2	0	0	0	0	0	1	130.25	45	193	40	2	90	2	386	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	255	2	2	68	276	34	34	34	0	138	138	138	0	1,349,019.608	15,686.27451	85	145.492268	253	1	1	1	0	1	1	1	1	0	1	1	0	64	64	7,843.137255	7,843.137255	34	138	75.6	56.963146	3,244.8	0	0	0	0	0	1	94.5	34	138	64	2	68	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	51,125	2	2	74	130	37	37	37	0	65	65	65	0	3,990.220049	78.239609	17,041.66667	29,475.47227	51,077	1	1	1	0	1	1	47	47	0	47	47	0	64	40	39.119804	39.119804	37	65	48.2	15.336232	235.2	0	0	0	0	0	1	60.25	37	65	64	2	74	2	130	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	120,999	2	2	62	240	31	31	31	0	120	120	120	0	2,495.888396	33.058124	40,333	69,853.60907	120,993	3	3	3	0	3	3	3	3	0	3	3	0	40	64	16.529062	16.529062	31	120	66.6	48.747308	2,376.3	0	0	0	0	0	1	83.25	31	120	40	2	62	2	240	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	288	2	2	90	378	45	45	45	0	189	189	189	0	1,625,000	13,888.88889	96	152.581126	272	1	15	15	0	15	15	1	1	0	1	1	0	40	64	6,944.444444	6,944.444444	45	189	102.6	78.872048	6,220.8	0	0	0	0	0	1	128.25	45	189	40	2	90	2	378	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	96,815	2	2	76	666	38	38	38	0	333	333	333	0	7,664.101637	41.315912	32,271.66667	55,891.8362	96,810	1	1	1	0	1	1	4	4	0	4	4	0	40	64	20.657956	20.657956	38	333	156	161.578155	26,107.5	0	0	0	0	0	1	195	38	333	40	2	76	2	666	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	71,850	2	2	66	280	33	33	33	0	140	140	140	0	4,815.588031	55.671538	23,950	41,476.55467	71,843	3	4	4	0	4	4	3	3	0	3	3	0	40	40	27.835769	27.835769	33	140	75.8	58.606314	3,434.7	0	0	0	0	0	1	94.75	33	140	40	2	66	2	280	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	252	2	2	66	324	33	33	33	0	162	162	162	0	1,547,619.048	15,873.01587	84	141.17011	247	1	1	1	0	1	1	4	4	0	4	4	0	64	64	7,936.507937	7,936.507937	33	162	84.6	70.65621	4,992.3	0	0	0	0	0	1	105.75	33	162	64	2	66	2	324	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	84,645	2	2	64	312	32	32	32	0	156	156	156	0	4,442.081635	47.256188	28,215	48,864.61738	84,639	3	3	3	0	3	3	3	3	0	3	3	0	64	64	23.628094	23.628094	32	156	81.6	67.917597	4,612.8	0	0	0	0	0	1	102	32	156	64	2	64	2	312	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	193	2	2	76	154	38	38	38	0	77	77	77	0	1,191,709.845	20,725.3886	64.333333	105.367611	186	3	3	3	0	3	3	4	4	0	4	4	0	64	64	10,362.6943	10,362.6943	38	77	53.6	21.36118	456.3	0	0	0	0	0	1	67	38	77	64	2	76	2	154	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	186	2	2	66	98	33	33	33	0	49	49	49	0	881,720.4301	21,505.37634	62	102.190998	180	3	3	3	0	3	3	3	3	0	3	3	0	64	64	10,752.68817	10,752.68817	33	49	39.4	8.763561	76.8	0	0	0	0	0	1	49.25	33	49	64	2	66	2	98	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	96,148	2	2	76	202	38	38	38	0	101	101	101	0	2,891.375796	41.602529	32,049.33333	55,466.91095	96,097	3	3	3	0	3	3	48	48	0	48	48	0	40	64	20.801265	20.801265	38	101	63.2	34.506521	1,190.7	0	0	0	0	0	1	79	38	101	40	2	76	2	202	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	23,825	2	2	64	96	32	32	32	0	48	48	48	0	6,715.634837	167.890871	7,941.666667	13,750.17401	23,819	3	3	3	0	3	3	3	3	0	3	3	0	64	40	83.945435	83.945435	32	48	38.4	8.763561	76.8	0	0	0	0	0	1	48	32	48	64	2	64	2	96	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	101,648	2	2	84	278	42	42	42	0	139	139	139	0	3,561.309618	39.351487	33,882.66667	58,681.30401	101,642	3	3	3	0	3	3	3	3	0	3	3	0	64	40	19.675744	19.675744	42	139	80.8	53.129088	2,822.7	0	0	0	0	0	1	101	42	139	64	2	84	2	278	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	50,896	2	2	74	106	37	37	37	0	53	53	53	0	3,536.623703	78.591638	16,965.33333	29,380.48918	50,891	2	3	3	0	3	3	2	2	0	2	2	0	64	40	39.295819	39.295819	37	53	43.4	8.763561	76.8	0	0	0	0	0	1	54.25	37	53	64	2	74	2	106	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	32,151	2	2	70	126	35	35	35	0	63	63	63	0	6,096.233399	124.412927	10,717	18,520.83357	32,103	1	1	1	0	1	1	47	47	0	47	47	0	64	40	62.206463	62.206463	35	63	46.2	15.336232	235.2	0	0	0	0	0	1	57.75	35	63	64	2	70	2	126	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	60,930	2	2	88	344	44	44	44	0	172	172	172	0	7,090.103397	65.649106	20,310	35,172.75575	60,924	3	3	3	0	3	3	3	3	0	3	3	0	64	64	32.824553	32.824553	44	172	95.2	70.108487	4,915.2	0	0	0	0	0	1	119	44	172	64	2	88	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,384	2	2	84	282	42	42	42	0	141	141	141	0	15,009.84252	164.041995	8,128	14,073.77885	24,379	2	2	2	0	2	2	3	3	0	3	3	0	40	64	82.020997	82.020997	42	141	81.6	54.224533	2,940.3	0	0	0	0	0	1	102	42	141	40	2	84	2	282	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	48,864	2	2	70	158	35	35	35	0	79	79	79	0	4,666.011788	81.859856	16,288	28,208.17947	48,860	1	1	1	0	1	1	3	3	0	3	3	0	80	64	40.929928	40.929928	35	79	52.6	24.099793	580.8	0	0	0	0	0	1	65.75	35	79	80	2	70	2	158	-1	-1	1	40	0	0	0	0	0	0	0	0	BENIGN
53	24,708	2	2	62	276	31	31	31	0	138	138	138	0	13,679.77983	161.890886	8,236	14,222.75462	24,659	1	1	1	0	1	1	48	48	0	48	48	0	64	64	80.945443	80.945443	31	138	73.8	58.606314	3,434.7	0	0	0	0	0	1	92.25	31	138	64	2	62	2	276	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	61,526	2	2	70	248	35	35	35	0	124	124	124	0	5,168.546631	65.013165	20,508.66667	35,516.85651	61,520	3	3	3	0	3	3	3	3	0	3	3	0	64	64	32.506583	32.506583	35	124	70.6	48.747308	2,376.3	0	0	0	0	0	1	88.25	35	124	64	2	70	2	248	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	46,937	2	2	60	264	30	30	30	0	132	132	132	0	6,902.869804	85.220615	15,645.66667	27,093.02741	46,930	3	3	3	0	3	3	4	4	0	4	4	0	64	40	42.610307	42.610307	30	132	70.8	55.867701	3,121.2	0	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	73,571	2	2	70	338	35	35	35	0	169	169	169	0	5,545.663373	54.369249	24,523.66667	42,471.90655	73,566	1	1	1	0	1	1	4	4	0	4	4	0	64	40	27.184624	27.184624	35	169	88.6	73.394823	5,386.8	0	0	0	0	0	1	110.75	35	169	64	2	70	2	338	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,689	2	2	60	344	30	30	30	0	172	172	172	0	16,363.56272	162.015473	8,229.666667	14,251.6028	24,686	0	0	0	0	0	0	3	3	0	3	3	0	64	80	81.007736	81.007736	30	172	86.8	77.776603	6,049.2	0	0	0	0	0	1	108.5	30	172	64	2	60	2	344	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,313	2	2	68	250	34	34	34	0	125	125	125	0	13,079.42253	164.521038	8,104.333333	14,031.92094	24,307	3	3	3	0	3	3	3	3	0	3	3	0	64	64	82.260519	82.260519	34	125	70.4	49.842753	2,484.3	0	0	0	0	0	1	88	34	125	64	2	68	2	250	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	88,925	2	2	68	274	34	34	34	0	137	137	137	0	3,845.937588	44.981726	29,641.66667	51,337.4086	88,921	1	1	1	0	1	1	3	3	0	3	3	0	64	64	22.490863	22.490863	34	137	75.2	56.415423	3,182.7	0	0	0	0	0	1	94	34	137	64	2	68	2	274	-1	-1	1	32	0	0	0	0	0	0	0	0	BENIGN
53	24,352	2	2	60	278	30	30	30	0	139	139	139	0	13,879.76347	164.257556	8,117.333333	14,053.57159	24,345	3	3	3	0	3	3	4	4	0	4	4	0	40	64	82.128778	82.128778	30	139	73.6	59.701759	3,564.3	0	0	0	0	0	1	92	30	139	40	2	60	2	278	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
53	49,207	2	2	60	214	30	30	30	0	107	107	107	0	5,568.313451	81.289247	16,402.33333	28,405.34461	49,202	1	1	1	0	1	1	4	4	0	4	4	0	40	40	40.644624	40.644624	30	107	60.8	42.174637	1,778.7	0	0	0	0	0	1	76	30	107	40	2	60	2	214	-1	-1	1	20	0	0	0	0	0	0	0	0	BENIGN
139	183	3	1	4	4	4	0	1.333333	2.309401	4	4	4	0	43,715.84699	21,857.9235	61	54.836119	112	3	115	57.5	77.074639	112	3	0	0	0	0	0	1	96	32	16,393.44262	5,464.480874	0	4	2.4	2.19089	4.8	0	1	0	1	0	0	3	1.333333	4	96	3	4	1	4	302	302	0	32	0	0	0	0	0	0	0	0	BENIGN
443	272,876	13	19	820	15,156	248	0	63.076923	89.156661	3,580	0	797.684211	1,010.851679	58,546.73918	117.269382	8,802.451613	21,620.09164	112,035	1	243,391	20,282.58333	31,631.85823	112,115	62	249,117	13,839.83333	34,728.8645	142,563	1	0	424	616	47.640687	69.628696	0	3,580	484.121212	845.858874	715,477.2348	0	0	1	0	0	1	499.25	63.076923	797.684211	424	13	820	19	15,156	29,200	290	6	32	0	0	0	0	0	0	0	0	BENIGN
443	273,400	16	24	804	26,100	232	0	50.25	81.252282	4,344	0	1,087.5	1,364.212689	98,405.26701	146.305779	7,010.25641	19,657.72779	113,981	1	245,763	16,384.2	29,583.63513	114,128	19	249,555	10,850.21739	31,303.04049	143,722	1	0	520	776	58.522312	87.783467	0	4,344	656.195122	1,158.378829	1,341,841.511	0	0	1	0	0	1	672.6	50.25	1,087.5	520	16	804	24	26,100	29,200	290	6	32	0	0	0	0	0	0	0	0	BENIGN
443	243,658	11	14	792	7,592	220	0	72	87.739387	2,228	0	542.285714	803.973539	34,408.88458	102.602829	10,152.41667	20,784.67829	96,527	1	219,932	21,993.2	29,646.07095	96,527	48	220,062	16,927.84615	34,014.34084	120,589	1	0	360	456	45.145245	57.457584	0	2,228	322.461539	630.884346	398,015.0585	0	0	1	0	0	1	335.36	72	542.285714	360	11	792	14	7,592	29,200	290	6	32	0	0	0	0	0	0	0	0	BENIGN
443	265,849	16	23	816	24,115	244	0	51	83.076671	4,344	0	1,048.478261	1,301.758072	93,778.79924	146.699818	6,996.026316	19,434.86676	112,425	1	242,109	16,140.6	29,230.39111	112,425	15	242,096	11,004.36364	30,559.86114	137,922	1	0	520	744	60.184541	86.515277	0	4,344	623.275	1,099.778019	1,209,511.692	0	0	1	0	0	1	639.25641	51	1,048.478261	520	16	816	23	24,115	29,200	290	6	32	0	0	0	0	0	0	0	0	BENIGN
443	367,297	111	287	822	606,242	219	0	7.405405	34.170795	4,344	0	2,112.341463	910.736831	1,652,787.798	1,083.591753	925.18136	3,660.491188	26,860	1	367,297	3,339.063636	8,520.417154	41,372	42	313,789	1,097.164336	5,017.18582	40,834	1	0	3,560	9,192	302.20775	781.384003	0	4,344	1,521.463659	1,221.991863	1,493,264.114	0	0	1	0	0	2	1,525.286432	7.405405	2,112.341463	3,560	111	822	287	606,242	29,200	290	7	32	0	0	0	0	0	0	0	0	BENIGN
443	117,617,512	97	246	1,500	445,322	246	0	15.463918	49.110857	4,344	0	1,810.252033	1,045.117867	3,798.941096	2.916232	343,910.8538	4,444,647.623	58,300,000	0	118,000,000	1,225,182.417	8,355,753.349	58,300,000	1	118,000,000	479,974.6041	5,250,386.74	58,400,000	0	0	3,112	7,880	0.824707	2.091525	0	4,344	1,298.901163	1,199.646035	1,439,150.608	0	0	1	0	0	2	1,302.688047	15.463918	1,810.252033	3,112	97	1,500	246	445,322	29,200	296	11	32	589,491.5	798,971.9729	1,154,450	24,533	58,200,000	196,292.1354	58,300,000	58,100,000	BENIGN
443	23,492	2	1	31	0	31	0	15.5	21.92031	0	0	0	0	1,319.598161	127.703048	11,746	16,605.69565	23,488	4	4	4	0	4	4	0	0	0	0	0	1	64	32	85.135365	42.567683	0	31	15.5	17.897858	320.333333	0	1	0	1	0	0	20.666667	15.5	0	64	2	31	1	0	639	290	0	32	0	0	0	0	0	0	0	0	BENIGN
443	23,743	2	1	31	0	31	0	15.5	21.92031	0	0	0	0	1,305.64798	126.35303	11,871.5	16,784.59367	23,740	3	3	3	0	3	3	0	0	0	0	0	1	64	32	84.235354	42.117677	0	31	15.5	17.897858	320.333333	0	1	0	1	0	0	20.666667	15.5	0	64	2	31	1	0	500	290	0	32	0	0	0	0	0	0	0	0	BENIGN
443	5,184	1	1	0	0	0	0	0	0	0	0	0	0	0	385.802469	5,184	0	5,184	5,184	0	0	0	0	0	0	0	0	0	0	0	32	32	192.901235	192.901235	0	0	0	0	0	0	0	0	1	0	1	0	0	0	32	1	0	1	0	382	290	0	32	0	0	0	0	0	0	0	0	BENIGN
443	434	2	0	0	0	0	0	0	0	0	0	0	0	0	4,608.294931	434	0	434	434	434	434	0	434	434	0	0	0	0	0	0	76	0	4,608.294931	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	76	2	0	0	0	382	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
443	24,051	1	1	0	0	0	0	0	0	0	0	0	0	0	83.156626	24,051	0	24,051	24,051	0	0	0	0	0	0	0	0	0	0	0	32	32	41.578313	41.578313	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	685	290	0	32	0	0	0	0	0	0	0	0	BENIGN
443	24,944	3	1	18	0	6	6	6	0	0	0	0	0	721.616421	160.359205	8,314.666667	14,309.62698	24,838	49	24,944	12,472	17,568.77509	24,895	49	0	0	0	0	0	0	60	32	120.269404	40.089801	0	6	4.8	2.683282	7.2	1	0	0	0	0	0	6	6	0	60	3	18	1	0	0	290	2	20	0	0	0	0	0	0	0	0	BENIGN
443	245,451	24	28	958	31,227	355	0	39.916667	87.06615	2,896	0	1,115.25	857.370296	131,125.9681	211.854912	4,812.764706	13,021.44042	61,782	0	245,451	10,671.78261	18,007.48958	61,782	22	209,702	7,766.740741	23,103.0341	86,203	1	0	776	904	97.77919	114.075722	0	2,896	607.264151	824.399202	679,634.0443	0	0	1	0	0	1	618.942308	39.916667	1,115.25	776	24	958	28	31,227	29,200	290	7	32	0	0	0	0	0	0	0	0	BENIGN
443	202,986	20	34	926	40,954	354	0	46.3	94.045957	3,380	0	1,204.529412	1,043.705033	206,319.6477	266.028199	3,829.924528	8,392.038825	31,418	0	179,325	9,438.157895	12,155.39894	31,418	24	178,757	5,416.878788	13,134.53884	55,259	0	0	648	1,096	98.528963	167.499236	0	3,380	761.454546	996.280766	992,575.3636	0	0	1	0	0	1	775.555556	46.3	1,204.529412	648	20	926	34	40,954	29,200	290	6	32	0	0	0	0	0	0	0	0	BENIGN
443	116,485,424	38	52	1,090	79,062	351	0	28.684211	72.465875	3,380	0	1,520.423077	1,129.766163	688.086091	0.772629	1,308,824.989	8,656,694.944	58,100,000	1	116,000,000	3,148,254.703	13,300,000	58,200,000	51	116,000,000	2,283,550.333	11,400,000	58,200,000	1	0	1,224	1,672	0.326221	0.446408	0	3,380	880.791209	1,130.049296	1,277,011.411	0	0	1	0	0	1	890.577778	28.684211	1,520.423077	1,224	38	1,090	52	79,062	29,200	290	8	32	148,964	117,556.5024	232,089	65,839	58,100,000	78,087.92317	58,100,000	58,000,000	BENIGN
443	11,764	3	1	18	0	6	6	6	0	0	0	0	0	1,530.091806	340.020401	3,921.333333	6,733.075548	11,696	19	11,764	5,882	8,249.107709	11,715	49	0	0	0	0	0	0	60	32	255.015301	85.0051	0	6	4.8	2.683282	7.2	1	0	0	0	0	0	6	6	0	60	3	18	1	0	0	290	2	20	0	0	0	0	0	0	0	0	BENIGN
443	23,671	1	1	0	0	0	0	0	0	0	0	0	0	0	84.491572	23,671	0	23,671	23,671	0	0	0	0	0	0	0	0	0	0	0	32	32	42.245786	42.245786	0	0	0	0	0	0	0	0	1	1	1	0	0	0	32	1	0	1	0	903	290	0	32	0	0	0	0	0	0	0	0	BENIGN
443	23,949	2	1	6	0	6	0	3	4.242641	0	0	0	0	250.532381	125.266191	11,974.5	16,918.94395	23,938	11	23,949	23,949	0	23,949	23,949	0	0	0	0	0	0	60	40	83.510794	41.755397	0	6	1.5	3	9	0	0	1	0	0	0	2	3	0	60	2	6	1	0	29,200	65,535	1	20	0	0	0	0	0	0	0	0	BENIGN

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