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	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
53	23,777	2	2	148	312	74	74	74	0	156	156	156	0	19,346.42722	168.229802	7,925.666667	13,683.50855	23,726	3	3	3	0	3	3	48	48	0	48	48	40	64	84.114901	84.114901	74	156	106.8	44.91325	2,017.2	1	133.5	74	156	40	2	148	2	312	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	171	2	2	78	110	39	39	39	0	55	55	55	0	1,099,415.205	23,391.81287	57	59.016947	120	3	3	3	0	3	3	48	48	0	48	48	40	40	11,695.90643	11,695.90643	39	55	45.4	8.763561	76.8	1	56.75	39	55	40	2	78	2	110	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	352	2	2	62	246	31	31	31	0	123	123	123	0	875,000	11,363.63636	117.333333	100.380941	191	3	3	3	0	3	3	191	191	0	191	191	64	64	5,681.818182	5,681.818182	31	123	67.8	50.390475	2,539.2	1	84.75	31	123	64	2	62	2	246	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	183,278	4	2	136	214	34	34	34	0	107	107	107	0	1,909.667281	32.737153	36,655.6	68,959.82399	158,533	4	24,696	8,232	14,212.36071	24,643	4	49	49	0	49	49	80	40	21.824769	10.912384	34	107	54.857143	35.620353	1,268.809524	0	64	34	107	80	4	136	2	214	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	167	2	2	90	122	45	45	45	0	61	61	61	0	1,269,461.078	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	45	61	51.4	8.763561	76.8	1	64.25	45	61	64	2	90	2	122	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	24,376	2	2	80	424	40	40	40	0	212	212	212	0	20,676.07483	164.095832	8,125.333333	14,029.34091	24,325	3	3	3	0	3	3	48	48	0	48	48	64	40	82.047916	82.047916	40	212	108.8	94.20828	8,875.2	1	136	40	212	64	2	80	2	424	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	193	2	2	146	210	73	73	73	0	105	105	105	0	1,844,559.585	20,725.3886	64.333333	70.924843	142	3	3	3	0	3	3	48	48	0	48	48	64	64	10,362.6943	10,362.6943	73	105	85.8	17.527122	307.2	1	107.25	73	105	64	2	146	2	210	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	255	2	2	148	404	74	74	74	0	202	202	202	0	2,164,705.882	15,686.27451	85	63.221832	158	48	48	48	0	48	48	49	49	0	49	49	40	40	7,843.137255	7,843.137255	74	202	125.2	70.108487	4,915.2	1	156.5	74	202	40	2	148	2	404	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	23,593	2	2	70	226	35	35	35	0	113	113	113	0	12,546.09418	169.541813	7,864.333333	13,537.42045	23,496	48	49	49	0	49	49	48	48	0	48	48	40	64	84.770907	84.770907	35	113	66.2	42.722359	1,825.2	1	82.75	35	113	40	2	70	2	226	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	190	2	2	68	196	34	34	34	0	98	98	98	0	1,389,473.684	21,052.63158	63.333333	68.631868	138	3	3	3	0	3	3	49	49	0	49	49	40	40	10,526.31579	10,526.31579	34	98	59.6	35.054244	1,228.8	1	74.5	34	98	40	2	68	2	196	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	24,814	4	4	136	392	34	34	34	0	98	98	98	0	21,278.31063	322.398646	3,544.857143	9,199.766092	24,407	0	24,505	8,168.333333	14,104.68583	24,455	2	359	119.666667	123.265297	262	48	144	128	161.199323	161.199323	34	98	62.444444	33.730962	1,137.777778	1	70.25	34	98	144	4	136	4	392	-1	-1	3	32	0	0	0	0	0	0	BENIGN
53	38,654	4	4	160	1,440	40	40	40	0	360	360	360	0	41,392.87008	206.96435	5,522	14,300.9513	37,952	3	38,387	12,795.66667	22,156.68261	38,380	3	38,271	12,757	22,011.76769	38,174	48	104	104	103.482175	103.482175	40	360	182.222222	168.654809	28,444.44444	1	205	40	360	104	4	160	4	1,440	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	24,545	2	2	80	202	40	40	40	0	101	101	101	0	11,489.10165	162.965981	8,181.666667	14,126.04776	24,493	3	3	3	0	3	3	49	49	0	49	49	64	40	81.48299	81.48299	40	101	64.4	33.411076	1,116.3	1	80.5	40	101	64	2	80	2	202	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	238	2	2	66	386	33	33	33	0	193	193	193	0	1,899,159.664	16,806.72269	79.333333	97.1202	188	1	49	49	0	49	49	1	1	0	1	1	64	64	8,403.361345	8,403.361345	33	193	97	87.635609	7,680	1	121.25	33	193	64	2	66	2	386	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	51,511	2	2	64	120	32	32	32	0	60	60	60	0	3,572.052571	77.653317	17,170.33333	29,695.73094	51,460	3	3	3	0	3	3	48	48	0	48	48	40	64	38.826658	38.826658	32	60	43.2	15.336232	235.2	1	54	32	60	40	2	64	2	120	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	25,202	4	4	136	448	34	34	34	0	112	112	112	0	23,172.76407	317.435124	3,600.285714	8,803.625876	23,532	3	25,040	8,346.666667	14,412.70101	24,989	3	1,622	540.666667	851.591647	1,524	49	128	104	158.717562	158.717562	34	112	68.666667	41.10961	1,690	1	77.25	34	112	128	4	136	4	448	-1	-1	3	32	0	0	0	0	0	0	BENIGN
53	24,611	4	4	200	444	50	50	50	0	111	111	111	0	26,167.16103	325.057901	3,515.857143	9,070.228616	24,084	1	24,410	8,136.666667	14,091.38802	24,408	1	526	175.333333	219.682346	429	48	80	80	162.528951	162.528951	50	111	77.111111	32.149823	1,033.611111	1	86.75	50	111	80	4	200	4	444	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	169	2	2	64	188	32	32	32	0	94	94	94	0	1,491,124.26	23,668.63905	56.333333	56.95905	117	4	4	4	0	4	4	48	48	0	48	48	40	40	11,834.31953	11,834.31953	32	94	56.8	33.958799	1,153.2	1	71	32	94	40	2	64	2	188	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	75,706	4	2	292	314	73	73	73	0	157	157	157	0	8,004.649565	79.253956	15,141.2	21,090.31323	43,347	3	43,353	14,451	25,024.67007	43,347	3	3	3	0	3	3	128	64	52.835971	26.417985	73	157	97	40.987803	1,680	0	113.166667	73	157	128	4	292	2	314	-1	-1	3	32	0	0	0	0	0	0	BENIGN
53	185	2	2	68	100	34	34	34	0	50	50	50	0	908,108.1081	21,621.62162	61.666667	66.560749	134	3	3	3	0	3	3	48	48	0	48	48	64	64	10,810.81081	10,810.81081	34	50	40.4	8.763561	76.8	1	50.5	34	50	64	2	68	2	100	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	1,060	2	2	78	208	39	39	39	0	104	104	104	0	269,811.3208	3,773.584906	353.333333	528.852847	964	48	48	48	0	48	48	48	48	0	48	48	40	40	1,886.792453	1,886.792453	39	104	65	35.601966	1,267.5	1	81.25	39	104	40	2	78	2	208	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	28,979	4	4	168	568	42	42	42	0	142	142	142	0	25,397.70178	276.061976	4,139.857143	8,906.693278	23,939	3	28,773	9,591	16,606.90314	28,767	3	5,037	1,679	2,823.242816	4,939	49	128	104	138.030988	138.030988	42	142	86.444444	52.704628	2,777.777778	1	97.25	42	142	128	4	168	4	568	-1	-1	3	32	0	0	0	0	0	0	BENIGN
53	196	2	2	60	264	30	30	30	0	132	132	132	0	1,653,061.224	20,408.16327	65.333333	107.9645	190	3	3	3	0	3	3	3	3	0	3	3	40	40	10,204.08163	10,204.08163	30	132	70.8	55.867701	3,121.2	1	88.5	30	132	40	2	60	2	264	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	49,924	4	2	156	160	39	39	39	0	80	80	80	0	6,329.621024	120.182678	9,984.8	13,649.1345	25,263	4	24,614	8,204.666667	14,203.97132	24,606	4	47	47	0	47	47	80	40	80.121785	40.060893	39	80	50.714286	20.005952	400.238095	0	59.166667	39	80	80	4	156	2	160	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	183	2	2	82	114	41	41	41	0	57	57	57	0	1,071,038.251	21,857.9235	61	64.83826	131	3	3	3	0	3	3	49	49	0	49	49	64	64	10,928.96175	10,928.96175	41	57	47.4	8.763561	76.8	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	208	2	2	60	264	30	30	30	0	132	132	132	0	1,557,692.308	19,230.76923	69.333333	78.500531	156	3	3	3	0	3	3	49	49	0	49	49	40	40	9,615.384615	9,615.384615	30	132	70.8	55.867701	3,121.2	1	88.5	30	132	40	2	60	2	264	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	184	2	2	82	206	41	41	41	0	103	103	103	0	1,565,217.391	21,739.13043	61.333333	66.017674	133	3	3	3	0	3	3	48	48	0	48	48	64	64	10,869.56522	10,869.56522	41	103	65.8	33.958799	1,153.2	1	82.25	41	103	64	2	82	2	206	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	248	2	2	60	264	30	30	30	0	132	132	132	0	1,306,451.613	16,129.03226	82.666667	102.275771	198	3	3	3	0	3	3	47	47	0	47	47	40	40	8,064.516129	8,064.516129	30	132	70.8	55.867701	3,121.2	1	88.5	30	132	40	2	60	2	264	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	185	2	2	56	312	28	28	28	0	156	156	156	0	1,989,189.189	21,621.62162	61.666667	101.613647	179	3	3	3	0	3	3	3	3	0	3	3	64	64	10,810.81081	10,810.81081	28	156	79.2	70.108487	4,915.2	1	99	28	156	64	2	56	2	312	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	46,770	4	2	124	234	31	31	31	0	117	117	117	0	7,654.479367	128.287364	9,354	12,843.18278	24,799	3	24,806	8,268.666667	14,315.68861	24,799	3	3	3	0	3	3	128	40	85.524909	42.762455	31	117	55.571429	41.963703	1,760.952381	0	64.833333	31	117	128	4	124	2	234	-1	-1	3	32	0	0	0	0	0	0	BENIGN
53	190	2	2	60	264	30	30	30	0	132	132	132	0	1,705,263.158	21,052.63158	63.333333	104.500399	184	3	3	3	0	3	3	3	3	0	3	3	40	40	10,526.31579	10,526.31579	30	132	70.8	55.867701	3,121.2	1	88.5	30	132	40	2	60	2	264	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	152	2	2	82	114	41	41	41	0	57	57	57	0	1,289,473.684	26,315.78947	50.666667	82.561088	146	3	3	3	0	3	3	3	3	0	3	3	64	64	13,157.89474	13,157.89474	41	57	47.4	8.763561	76.8	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	47,829	4	2	140	238	35	35	35	0	119	119	119	0	7,903.15499	125.446905	9,565.8	20,419.92071	46,069	3	46,076	15,358.66667	26,595.92883	46,069	3	3	3	0	3	3	104	64	83.63127	41.815635	35	119	59	40.987803	1,680	0	68.833333	35	119	104	4	140	2	238	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	23,968	2	2	56	312	28	28	28	0	156	156	156	0	15,353.80507	166.889186	7,989.333333	13,831.86908	23,961	3	4	4	0	4	4	3	3	0	3	3	40	64	83.444593	83.444593	28	156	79.2	70.108487	4,915.2	1	99	28	156	40	2	56	2	312	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	23,881	2	2	82	114	41	41	41	0	57	57	57	0	8,207.361501	167.497174	7,960.333333	13,781.63961	23,874	3	4	4	0	4	4	3	3	0	3	3	64	64	83.748587	83.748587	41	57	47.4	8.763561	76.8	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	196	2	2	76	140	38	38	38	0	70	70	70	0	1,102,040.816	20,408.16327	65.333333	72.569507	145	3	3	3	0	3	3	48	48	0	48	48	64	64	10,204.08163	10,204.08163	38	70	50.8	17.527122	307.2	1	63.5	38	70	64	2	76	2	140	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	101,294	4	2	180	326	45	45	45	0	163	163	163	0	4,995.360041	59.233518	20,258.8	33,105.04969	76,232	3	24,997	8,332.333333	14,426.82853	24,991	3	65	65	0	65	65	80	64	39.489012	19.744506	45	163	78.714286	57.578104	3,315.238095	0	91.833333	45	163	80	4	180	2	326	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	173	2	2	70	166	35	35	35	0	83	83	83	0	1,364,161.85	23,121.38728	57.666667	93.820751	166	3	4	4	0	4	4	3	3	0	3	3	40	40	11,560.69364	11,560.69364	35	83	54.2	26.290683	691.2	1	67.75	35	83	40	2	70	2	166	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	23,761	2	2	56	212	28	28	28	0	106	106	106	0	11,278.98657	168.343083	7,920.333333	13,712.35758	23,754	3	3	3	0	3	3	4	4	0	4	4	40	40	84.171542	84.171542	28	106	59.2	42.722359	1,825.2	1	74	28	106	40	2	56	2	212	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	23,567	2	2	82	212	41	41	41	0	106	106	106	0	12,475.07107	169.728858	7,855.666667	13,599.48559	23,559	4	4	4	0	4	4	4	4	0	4	4	64	40	84.864429	84.864429	41	106	67	35.601966	1,267.5	1	83.75	41	106	64	2	82	2	212	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	47,988	2	2	70	166	35	35	35	0	83	83	83	0	4,917.896141	83.354172	15,996	27,698.95651	47,980	4	4	4	0	4	4	4	4	0	4	4	40	40	41.677086	41.677086	35	83	54.2	26.290683	691.2	1	67.75	35	83	40	2	70	2	166	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	59,808	4	2	152	188	38	38	38	0	94	94	94	0	5,684.858213	100.321027	11,961.6	16,826.45262	35,377	3	24,428	8,142.666667	14,097.45021	24,421	3	3	3	0	3	3	104	40	66.880685	33.440342	38	94	54	27.325202	746.666667	0	63	38	94	104	4	152	2	188	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	165	2	2	82	114	41	41	41	0	57	57	57	0	1,187,878.788	24,242.42424	55	88.334591	157	4	4	4	0	4	4	4	4	0	4	4	64	64	12,121.21212	12,121.21212	41	57	47.4	8.763561	76.8	1	59.25	41	57	64	2	82	2	114	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	69,668	4	2	144	264	36	36	36	0	132	132	132	0	5,856.347247	86.122754	13,933.6	19,923.28362	42,964	3	26,700	8,900	15,410.05603	26,694	3	4	4	0	4	4	80	40	57.415169	28.707585	36	132	63.428571	46.843204	2,194.285714	0	74	36	132	80	4	144	2	264	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	23,796	2	2	102	202	51	51	51	0	101	101	101	0	12,775.25635	168.095478	7,932	13,733.43085	23,790	3	3	3	0	3	3	3	3	0	3	3	64	40	84.047739	84.047739	51	101	71	27.386128	750	1	88.75	51	101	64	2	102	2	202	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	166	2	2	82	212	41	41	41	0	106	106	106	0	1,771,084.337	24,096.38554	55.333333	88.911941	158	4	4	4	0	4	4	4	4	0	4	4	64	64	12,048.19277	12,048.19277	41	106	67	35.601966	1,267.5	1	83.75	41	106	64	2	82	2	212	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	69,424	4	2	180	306	45	45	45	0	153	153	153	0	7,000.460936	86.425444	13,884.8	20,189.28747	44,329	1	25,091	8,363.666667	14,481.96555	25,086	1	4	4	0	4	4	80	40	57.616962	28.808481	45	153	75.857143	52.698604	2,777.142857	0	88.5	45	153	80	4	180	2	306	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	390	2	2	102	166	51	51	51	0	83	83	83	0	687,179.4872	10,256.41026	130	220.837044	385	2	2	2	0	2	2	3	3	0	3	3	40	40	5,128.205128	5,128.205128	51	83	63.8	17.527122	307.2	1	79.75	51	83	40	2	102	2	166	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	218	2	2	60	264	30	30	30	0	132	132	132	0	1,486,238.532	18,348.62385	72.666667	119.801224	211	3	4	4	0	4	4	3	3	0	3	3	80	80	9,174.311927	9,174.311927	30	132	70.8	55.867701	3,121.2	1	88.5	30	132	80	2	60	2	264	-1	-1	1	40	0	0	0	0	0	0	BENIGN
53	59,909	2	2	70	166	35	35	35	0	83	83	83	0	3,939.30795	66.767931	19,969.66667	34,582.4151	59,902	3	4	4	0	4	4	3	3	0	3	3	40	40	33.383966	33.383966	35	83	54.2	26.290683	691.2	1	67.75	35	83	40	2	70	2	166	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	115,804	4	4	116	892	29	29	29	0	223	223	223	0	8,704.362544	69.082242	16,543.42857	34,302.27187	91,673	3	115,592	38,530.66667	66,731.87616	115,586	3	91,891	30,630.33333	53,047.23141	91,884	3	80	80	34.541121	34.541121	29	223	115.222222	102.246978	10,454.44444	1	129.625	29	223	80	4	116	4	892	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	206	2	2	140	396	70	70	70	0	198	198	198	0	2,601,941.748	19,417.47573	68.666667	112.873085	199	3	3	3	0	3	3	4	4	0	4	4	40	40	9,708.737864	9,708.737864	70	198	121.2	70.108487	4,915.2	1	151.5	70	198	40	2	140	2	396	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	233	2	2	88	344	44	44	44	0	172	172	172	0	1,854,077.253	17,167.38197	77.666667	129.32646	227	3	3	3	0	3	3	3	3	0	3	3	64	64	8,583.690987	8,583.690987	44	172	95.2	70.108487	4,915.2	1	119	44	172	64	2	88	2	344	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	208	2	2	70	166	35	35	35	0	83	83	83	0	1,134,615.385	19,230.76923	69.333333	35.218366	110	49	49	49	0	49	49	49	49	0	49	49	40	40	9,615.384615	9,615.384615	35	83	54.2	26.290683	691.2	1	67.75	35	83	40	2	70	2	166	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	152	2	2	76	108	38	38	38	0	54	54	54	0	1,210,526.316	26,315.78947	50.666667	81.696593	145	3	4	4	0	4	4	3	3	0	3	3	40	40	13,157.89474	13,157.89474	38	54	44.4	8.763561	76.8	1	55.5	38	54	40	2	76	2	108	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	24,052	2	2	124	248	62	62	62	0	124	124	124	0	15,466.48927	166.306336	8,017.333333	13,842.27967	24,001	3	48	48	0	48	48	3	3	0	3	3	40	40	83.153168	83.153168	62	124	86.8	33.958799	1,153.2	1	108.5	62	124	40	2	124	2	248	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	238	2	2	82	114	41	41	41	0	57	57	57	0	823,529.4118	16,806.72269	79.333333	133.08769	233	1	4	4	0	4	4	1	1	0	1	1	40	40	8,403.361345	8,403.361345	41	57	47.4	8.763561	76.8	1	59.25	41	57	40	2	82	2	114	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	61,344	4	2	176	344	44	44	44	0	172	172	172	0	8,476.786646	97.809077	12,268.8	17,314.82585	36,621	3	24,719	8,239.666667	14,266.32515	24,713	3	4	4	0	4	4	80	64	65.206051	32.603026	44	172	80.571429	62.457605	3,900.952381	0	94	44	172	80	4	176	2	344	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	59,362	4	2	152	190	38	38	38	0	95	95	95	0	5,761.261413	101.074762	11,872.4	16,746.4084	35,386	3	35,393	11,797.66667	20,428.09591	35,386	3	3	3	0	3	3	80	40	67.383174	33.691587	38	95	54.285714	27.813152	773.571429	0	63.333333	38	95	80	4	152	2	190	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	198	2	2	82	114	41	41	41	0	57	57	57	0	989,898.9899	20,202.0202	66	30.315013	101	48	48	48	0	48	48	49	49	0	49	49	40	40	10,101.0101	10,101.0101	41	57	47.4	8.763561	76.8	1	59.25	41	57	40	2	82	2	114	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	160	2	2	82	114	41	41	41	0	57	57	57	0	1,225,000	25,000	53.333333	87.179891	154	3	3	3	0	3	3	3	3	0	3	3	40	40	12,500	12,500	41	57	47.4	8.763561	76.8	1	59.25	41	57	40	2	82	2	114	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	215	2	2	64	164	32	32	32	0	82	82	82	0	1,060,465.116	18,604.65116	71.666667	40.128959	118	48	49	49	0	49	49	48	48	0	48	48	40	40	9,302.325581	9,302.325581	32	82	52	27.386128	750	1	65	32	82	40	2	64	2	164	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	167	2	2	124	156	62	62	62	0	78	78	78	0	1,676,646.707	23,952.09581	55.666667	90.356701	160	3	3	3	0	3	3	4	4	0	4	4	40	40	11,976.0479	11,976.0479	62	78	68.4	8.763561	76.8	1	85.5	62	78	40	2	124	2	156	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	161,683	4	2	136	322	34	34	34	0	161	161	161	0	2,832.7035	37.109653	32,336.6	59,576.36191	137,213	3	24,466	8,155.333333	14,119.38952	24,459	3	4	4	0	4	4	80	40	24.739769	12.369884	34	161	70.285714	61.969655	3,840.238095	0	82	34	161	80	4	136	2	322	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	69,622	4	2	168	218	42	42	42	0	109	109	109	0	5,544.224527	86.179656	13,924.4	21,357.19618	48,460	1	48,464	16,154.66667	27,977.23936	48,460	1	49	49	0	49	49	80	64	57.453104	28.726552	42	109	61.142857	32.692652	1,068.809524	0	71.333333	42	109	80	4	168	2	218	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	23,777	2	2	66	98	33	33	33	0	49	49	49	0	6,897.421878	168.229802	7,925.666667	13,683.50695	23,726	4	4	4	0	4	4	47	47	0	47	47	40	80	84.114901	84.114901	33	49	39.4	8.763561	76.8	1	49.25	33	49	40	2	66	2	98	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	170	2	2	64	96	32	32	32	0	48	48	48	0	941,176.4706	23,529.41176	56.666667	58.483616	119	3	3	3	0	3	3	48	48	0	48	48	40	40	11,764.70588	11,764.70588	32	48	38.4	8.763561	76.8	1	48	32	48	40	2	64	2	96	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	189	2	2	64	96	32	32	32	0	48	48	48	0	846,560.8466	21,164.02116	63	65.795137	135	6	6	6	0	6	6	48	48	0	48	48	40	40	10,582.01058	10,582.01058	32	48	38.4	8.763561	76.8	1	48	32	48	40	2	64	2	96	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	25,088	4	4	136	760	34	34	34	0	190	190	190	0	35,714.28571	318.877551	3,584	9,041.518659	24,083	4	24,654	8,218	14,227.06533	24,646	4	1,001	333.666667	494.789181	905	48	80	80	159.438776	159.438776	34	190	103.333333	82.219219	6,760	1	116.25	34	190	80	4	136	4	760	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	386,497	4	2	124	224	31	31	31	0	112	112	112	0	900.395087	15.524053	77,299.4	159,178.31	361,385	4	25,064	8,354.666667	14,463.77894	25,056	4	48	48	0	48	48	80	64	10.349369	5.174684	31	112	54.142857	39.523953	1,562.142857	0	63.166667	31	112	80	4	124	2	224	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	196,330	4	2	120	214	30	30	30	0	107	107	107	0	1,701.217338	30.560791	39,266	65,256.4642	150,505	1	45,776	15,258.66667	26,386.36114	45,727	1	49	49	0	49	49	80	40	20.37386	10.18693	30	107	52	37.572153	1,411.666667	0	60.666667	30	107	80	4	120	2	214	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	224	2	2	82	338	41	41	41	0	169	169	169	0	1,875,000	17,857.14286	74.666667	88.081402	173	3	3	3	0	3	3	48	48	0	48	48	64	64	8,928.571429	8,928.571429	41	169	92.2	70.108487	4,915.2	1	115.25	41	169	64	2	82	2	338	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	100,794	4	2	180	290	45	45	45	0	145	145	145	0	4,662.975971	59.527353	20,158.8	27,582.86096	51,333	4	49,413	16,471	28,514.75273	49,397	4	48	48	0	48	48	80	40	39.684902	19.842451	45	145	73.571429	48.795004	2,380.952381	0	85.833333	45	145	80	4	180	2	290	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	165	2	2	62	94	31	31	31	0	47	47	47	0	945,454.5455	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	31	47	37.4	8.763561	76.8	1	46.75	31	47	40	2	62	2	94	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	61,663	4	4	124	188	31	31	31	0	47	47	47	0	5,059.76031	129.737444	8,809	18,104.60689	48,356	3	61,508	20,502.66667	35,505.59818	61,501	3	13,304	4,434.666667	7,597.063534	13,207	48	104	80	64.868722	64.868722	31	47	38.111111	8.43274	71.111111	1	42.875	31	47	104	4	124	4	188	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	188	2	2	90	122	45	45	45	0	61	61	61	0	1,127,659.574	21,276.59574	62.666667	69.830748	139	2	2	2	0	2	2	47	47	0	47	47	64	64	10,638.29787	10,638.29787	45	61	51.4	8.763561	76.8	1	64.25	45	61	64	2	90	2	122	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	47,347	4	2	132	222	33	33	33	0	111	111	111	0	7,476.71447	126.723974	9,469.4	12,952.63581	24,423	3	24,430	8,143.333333	14,098.60491	24,423	3	49	49	0	49	49	144	64	84.482649	42.241325	33	111	55.285714	38.060103	1,448.571429	0	64.5	33	111	144	4	132	2	222	-1	-1	3	32	0	0	0	0	0	0	BENIGN
53	48,660	4	2	164	226	41	41	41	0	113	113	113	0	8,014.796547	123.304562	9,732	20,930.41113	47,157	1	47,161	15,720.33333	27,224.95196	47,157	1	49	49	0	49	49	80	40	82.203042	41.101521	41	113	61.571429	35.132403	1,234.285714	0	71.833333	41	113	80	4	164	2	226	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	179	2	2	66	98	33	33	33	0	49	49	49	0	916,201.1173	22,346.36872	59.666667	63.3114	128	3	3	3	0	3	3	48	48	0	48	48	80	80	11,173.18436	11,173.18436	33	49	39.4	8.763561	76.8	1	49.25	33	49	80	2	66	2	98	-1	-1	1	40	0	0	0	0	0	0	BENIGN
53	28,914	4	4	128	904	32	32	32	0	226	226	226	0	35,692.05229	276.682576	4,130.571429	8,888.32963	23,901	4	28,707	9,569	16,529.84086	28,656	4	5,009	1,669.666667	2,808.80906	4,913	48	104	128	138.341288	138.341288	32	226	118.222222	102.246978	10,454.44444	1	133	32	226	104	4	128	4	904	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	209	2	2	64	198	32	32	32	0	99	99	99	0	1,253,588.517	19,138.75598	69.666667	37.527768	113	48	48	48	0	48	48	48	48	0	48	48	40	40	9,569.37799	9,569.37799	32	99	58.8	36.697411	1,346.7	1	73.5	32	99	40	2	64	2	198	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	24,068	2	2	86	232	43	43	43	0	116	116	116	0	13,212.5644	166.195779	8,022.666667	13,851.51726	24,017	3	3	3	0	3	3	48	48	0	48	48	40	40	83.097889	83.097889	43	116	72.2	39.983747	1,598.7	1	90.25	43	116	40	2	86	2	232	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	7,344,403	4	4	148	308	40	34	37	3.464102	98	56	77	24.248711	62.088096	1.089265	1,049,200.429	2,775,761.138	7,344,035	3	7,344,232	2,448,077.333	4,240,189.126	7,344,226	3	7,344,212	2,448,070.667	4,240,138.608	7,344,161	3	128	128	0.544632	0.544632	34	98	54.444444	26.149145	683.777778	1	61.25	37	77	128	4	148	4	308	-1	-1	3	32	194	194	194	7,344,035	7,344,035	7,344,035	BENIGN
53	26,127	4	4	172	236	43	43	43	0	59	59	59	0	15,616.02939	306.196655	3,732.428571	9,668.942287	25,659	3	25,975	8,658.333333	14,990.61107	25,968	3	26,006	8,668.666667	14,807.76365	25,767	48	80	80	153.098327	153.098327	43	59	50.111111	8.43274	71.111111	1	56.375	43	59	80	4	172	4	236	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	774,414	4	2	136	194	34	34	34	0	97	97	97	0	426.12866	7.747794	154,882.8	332,883.7762	750,065	3	24,346	8,115.333333	14,049.24145	24,338	4	3	3	0	3	3	104	40	5.165196	2.582598	34	97	52	30.740852	945	0	60.666667	34	97	104	4	136	2	194	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	25,599	4	4	180	440	45	45	45	0	110	110	110	0	24,219.69608	312.512208	3,657	8,843.382422	23,669	48	25,426	8,475.333333	14,596.56951	25,330	48	1,882	627.333333	1,002.568867	1,785	48	80	80	156.256104	156.256104	45	110	73.888889	34.258008	1,173.611111	1	83.125	45	110	80	4	180	4	440	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	48,371	4	2	280	304	70	70	70	0	152	152	152	0	12,073.34973	124.041264	9,674.2	13,227.99823	24,638	1	24,641	8,213.666667	14,223.88992	24,638	1	48	48	0	48	48	104	64	82.694176	41.347088	70	152	93.428571	40.011903	1,600.952381	0	109	70	152	104	4	280	2	304	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	24,153	2	2	68	196	34	34	34	0	98	98	98	0	10,930.31922	165.610897	8,051	13,941.27699	24,149	1	1	1	0	1	1	3	3	0	3	3	64	64	82.805449	82.805449	34	98	59.6	35.054244	1,228.8	1	74.5	34	98	64	2	68	2	196	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	190	2	2	116	180	58	58	58	0	90	90	90	0	1,557,894.737	21,052.63158	63.333333	69.284438	139	3	3	3	0	3	3	48	48	0	48	48	40	40	10,526.31579	10,526.31579	58	90	70.8	17.527122	307.2	1	88.5	58	90	40	2	116	2	180	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	64,147	4	4	188	452	47	47	47	0	113	113	113	0	9,977.083885	124.713549	9,163.857143	23,525.12829	62,501	3	63,981	21,327	36,933.3854	63,974	3	1,642	547.333333	863.139232	1,544	48	80	100	62.356774	62.356774	47	113	76.333333	34.785054	1,210	1	85.875	47	113	80	4	188	4	452	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	25,910	4	4	280	792	70	70	70	0	198	198	198	0	41,373.98688	308.761096	3,701.428571	9,565.512077	25,393	1	25,619	8,539.666667	14,787.67248	25,615	1	25,734	8,578	14,773.52737	25,637	48	80	80	154.380548	154.380548	70	198	126.888889	67.461923	4,551.111111	1	142.75	70	198	80	4	280	4	792	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	181	2	2	94	126	47	47	47	0	63	63	63	0	1,215,469.613	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	47	63	53.4	8.763561	76.8	1	66.75	47	63	40	2	94	2	126	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	1,678	2	2	70	194	35	35	35	0	97	97	97	0	157,330.1549	2,383.790226	559.333333	923.168638	1,625	4	49	49	0	49	49	4	4	0	4	4	40	40	1,191.895113	1,191.895113	35	97	59.8	33.958799	1,153.2	1	74.75	35	97	40	2	70	2	194	-1	-1	1	20	0	0	0	0	0	0	BENIGN
53	49,609	4	4	128	760	32	32	32	0	190	190	190	0	17,899.97783	161.261062	7,087	12,030.87847	24,868	3	49,405	16,468.33333	28,517.92788	49,398	3	24,737	8,245.666667	14,275.85144	24,730	3	104	104	80.630531	80.630531	32	190	102.222222	83.273312	6,934.444444	1	115	32	190	104	4	128	4	760	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	71,790	4	2	144	248	36	36	36	0	124	124	124	0	5,460.370525	83.5771	14,358	21,263.24614	47,413	3	24,323	8,107.666667	14,036.82843	24,316	3	54	54	0	54	54	80	40	55.718067	27.859033	36	124	61.142857	42.939603	1,843.809524	0	71.333333	36	124	80	4	144	2	248	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	273	2	2	76	652	38	38	38	0	326	326	326	0	2,666,666.667	14,652.01465	91	114.712685	221	4	4	4	0	4	4	48	48	0	48	48	64	64	7,326.007326	7,326.007326	38	326	153.2	157.744097	24,883.2	1	191.5	38	326	64	2	76	2	652	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	168	2	2	92	216	46	46	46	0	108	108	108	0	1,833,333.333	23,809.52381	56	91.798693	162	3	3	3	0	3	3	3	3	0	3	3	64	64	11,904.7619	11,904.7619	46	108	70.8	33.958799	1,153.2	1	88.5	46	108	64	2	92	2	216	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	52,163	4	2	132	386	33	33	33	0	193	193	193	0	9,930.410444	115.024059	10,432.6	14,301.05875	27,151	3	25,009	8,336.333333	14,432.89071	25,002	3	3	3	0	3	3	120	64	76.682706	38.341353	33	193	78.714286	78.072006	6,095.238095	0	91.833333	33	193	120	4	132	2	386	-1	-1	3	20	0	0	0	0	0	0	BENIGN
53	291	2	2	84	282	42	42	42	0	141	141	141	0	1,257,731.959	13,745.70447	97	97.139076	197	3	3	3	0	3	3	91	91	0	91	91	64	64	6,872.852234	6,872.852234	42	141	81.6	54.224533	2,940.3	1	102	42	141	64	2	84	2	282	-1	-1	1	32	0	0	0	0	0	0	BENIGN
53	47,376	4	2	136	690	34	34	34	0	345	345	345	0	17,434.98818	126.646403	9,475.2	12,979.22701	24,905	3	24,912	8,304	14,376.88774	24,905	3	48	48	0	48	48	80	64	84.430935	42.215468	34	345	122.857143	151.752461	23,028.80952	0	143.333333	34	345	80	4	136	2	690	-1	-1	3	20	0	0	0	0	0	0	BENIGN

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