Datasets:

agrawalchaitany
/

cyberbert_dataset

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Split (1)

train · 2.52M rows

Destination Port float64	Flow Duration float64	Total Fwd Packets float64	Total Backward Packets float64	Total Length of Fwd Packets float64	Total Length of Bwd Packets float64	Fwd Packet Length Max float64	Fwd Packet Length Min float64	Fwd Packet Length Mean float64	Fwd Packet Length Std float64	Bwd Packet Length Max float64	Bwd Packet Length Min float64	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 float64	Flow IAT Min float64	Fwd IAT Total float64	Fwd IAT Mean float64	Fwd IAT Std float64	Fwd IAT Max float64	Fwd IAT Min float64	Bwd IAT Total float64	Bwd IAT Mean float64	Bwd IAT Std float64	Bwd IAT Max float64	Bwd IAT Min float64	Fwd Header Length float64	Bwd Header Length float64	Fwd Packets/s float64	Bwd Packets/s float64	Min Packet Length float64	Max Packet Length float64	Packet Length Mean float64	Packet Length Std float64	Packet Length Variance float64	Down/Up Ratio float64	Average Packet Size float64	Avg Fwd Segment Size float64	Avg Bwd Segment Size float64	Fwd Header Length.1 float64	Subflow Fwd Packets float64	Subflow Fwd Bytes float64	Subflow Bwd Packets float64	Subflow Bwd Bytes float64	Init_Win_bytes_forward float64	Init_Win_bytes_backward float64	act_data_pkt_fwd float64	min_seg_size_forward float64	Active Mean float64	Active Std float64	Active Max float64	Active Min float64	Idle Mean float64	Idle Std float64	Idle Max float64	Idle Min float64	Label string
53	47,682	1	1	43	59	43	43	43	0	59	59	59	0	2,139.172015	41.944549	47,682	0	47,682	47,682	0	0	0	0	0	0	0	0	0	0	32	32	20.972275	20.972275	43	59	48.333333	9.237604	85.333333	1	72.5	43	59	32	1	43	1	59	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	50,483	1	1	56	72	56	56	56	0	72	72	72	0	2,535.507002	39.617297	50,483	0	50,483	50,483	0	0	0	0	0	0	0	0	0	0	20	32	19.808648	19.808648	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	0	0	BENIGN
53	59,986	1	1	52	80	52	52	52	0	80	80	80	0	2,200.513453	33.341113	59,986	0	59,986	59,986	0	0	0	0	0	0	0	0	0	0	32	20	16.670556	16.670556	52	80	61.333333	16.165808	261.333333	1	92	52	80	32	1	52	1	80	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	69,489	1	1	54	155	54	54	54	0	155	155	155	0	3,007.670279	28.781534	69,489	0	69,489	69,489	0	0	0	0	0	0	0	0	0	0	32	32	14.390767	14.390767	54	155	87.666667	58.312377	3,400.333333	1	131.5	54	155	32	1	54	1	155	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,216	1	1	50	78	50	50	50	0	78	78	78	0	2,125.680882	33.213764	60,216	0	60,216	60,216	0	0	0	0	0	0	0	0	0	0	32	32	16.606882	16.606882	50	78	59.333333	16.165808	261.333333	1	89	50	78	32	1	50	1	78	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,175	1	1	82	166	82	82	82	0	166	166	166	0	5,147.898287	41.515309	48,175	0	48,175	48,175	0	0	0	0	0	0	0	0	0	0	32	32	20.757654	20.757654	82	166	110	48.497423	2,352	1	165	82	166	32	1	82	1	166	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	48,180	1	1	51	112	51	51	51	0	112	112	112	0	3,383.146534	41.511	48,180	0	48,180	48,180	0	0	0	0	0	0	0	0	0	0	32	32	20.7555	20.7555	51	112	71.333333	35.218366	1,240.333333	1	107	51	112	32	1	51	1	112	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	61,544	1	1	53	102	53	53	53	0	102	102	102	0	2,518.523333	32.497075	61,544	0	61,544	61,544	0	0	0	0	0	0	0	0	0	0	20	20	16.248538	16.248538	53	102	69.333333	28.290163	800.333333	1	104	53	102	20	1	53	1	102	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	58,876	1	1	45	126	45	45	45	0	126	126	126	0	2,904.409267	33.969699	58,876	0	58,876	58,876	0	0	0	0	0	0	0	0	0	0	20	20	16.98485	16.98485	45	126	72	46.765372	2,187	1	108	45	126	20	1	45	1	126	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,270	1	1	48	111	48	48	48	0	111	111	111	0	2,638.128422	33.184005	60,270	0	60,270	60,270	0	0	0	0	0	0	0	0	0	0	20	20	16.592003	16.592003	48	111	69	36.373067	1,323	1	103.5	48	111	20	1	48	1	111	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,287	1	1	48	111	48	48	48	0	111	111	111	0	2,637.384511	33.174648	60,287	0	60,287	60,287	0	0	0	0	0	0	0	0	0	0	20	20	16.587324	16.587324	48	111	69	36.373067	1,323	1	103.5	48	111	20	1	48	1	111	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	93,196,139	2	2	104	219	56	48	52	5.656854	120	99	109.5	14.849242	3.465809	0.04292	31,100,000	53,700,000	93,100,000	23,524	93,200,000	93,200,000	0	93,200,000	93,200,000	93,100,000	93,100,000	0	93,100,000	93,100,000	52	52	0.02146	0.02146	48	120	74.2	33.229505	1,104.2	1	92.75	52	109.5	52	2	104	2	219	-1	-1	1	20	71,252	0	71,252	71,252	93,100,000	0	93,100,000	93,100,000	BENIGN
53	23,574	1	1	64	117	64	64	64	0	117	117	117	0	7,677.950284	84.83923	23,574	0	23,574	23,574	0	0	0	0	0	0	0	0	0	0	20	20	42.419615	42.419615	64	117	81.666667	30.599564	936.333333	1	122.5	64	117	20	1	64	1	117	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,589	1	1	55	111	55	55	55	0	111	111	111	0	7,037.178346	84.785281	23,589	0	23,589	23,589	0	0	0	0	0	0	0	0	0	0	20	20	42.392641	42.392641	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	0	0	BENIGN
53	23,753	1	1	61	122	61	61	61	0	122	122	122	0	7,704.289984	84.199891	23,753	0	23,753	23,753	0	0	0	0	0	0	0	0	0	0	20	20	42.099945	42.099945	61	122	81.333333	35.218366	1,240.333333	1	122	61	122	20	1	61	1	122	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	182,832	1	1	45	118	45	45	45	0	118	118	118	0	891.528835	10.939004	182,832	0	182,832	182,832	0	0	0	0	0	0	0	0	0	0	20	20	5.469502	5.469502	45	118	69.333333	42.14657	1,776.333333	1	104	45	118	20	1	45	1	118	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,595	1	1	77	159	77	77	77	0	159	159	159	0	10,002.11909	84.763721	23,595	0	23,595	23,595	0	0	0	0	0	0	0	0	0	0	20	20	42.381861	42.381861	77	159	104.333333	47.342722	2,241.333333	1	156.5	77	159	20	1	77	1	159	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	24,134	1	1	51	112	51	51	51	0	112	112	112	0	6,753.957073	82.870639	24,134	0	24,134	24,134	0	0	0	0	0	0	0	0	0	0	32	20	41.435319	41.435319	51	112	71.333333	35.218366	1,240.333333	1	107	51	112	32	1	51	1	112	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,875	1	1	51	223	51	51	51	0	223	223	223	0	11,476.43979	83.769634	23,875	0	23,875	23,875	0	0	0	0	0	0	0	0	0	0	32	20	41.884817	41.884817	51	223	108.333333	99.304246	9,861.333333	1	162.5	51	223	32	1	51	1	223	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	46,720	1	1	45	240	45	45	45	0	240	240	240	0	6,100.171233	42.808219	46,720	0	46,720	46,720	0	0	0	0	0	0	0	0	0	0	32	32	21.40411	21.40411	45	240	110	112.583303	12,675	1	165	45	240	32	1	45	1	240	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,194	1	1	45	123	45	45	45	0	123	123	123	0	7,243.252565	86.229197	23,194	0	23,194	23,194	0	0	0	0	0	0	0	0	0	0	32	20	43.114599	43.114599	45	123	71	45.033321	2,028	1	106.5	45	123	32	1	45	1	123	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	45,669,072	2	2	96	240	50	46	48	2.828427	174	66	120	76.367532	7.357277	0.087587	15,200,000	26,200,000	45,400,000	23,704	45,600,000	45,600,000	0	45,600,000	45,600,000	45,400,000	45,400,000	0	45,400,000	45,400,000	72	52	0.043793	0.043793	46	174	77.2	54.655283	2,987.2	1	96.5	48	120	72	2	96	2	240	-1	-1	1	32	219,348	0	219,348	219,348	45,400,000	0	45,400,000	45,400,000	BENIGN
53	23,853	1	1	45	61	45	45	45	0	61	61	61	0	4,443.885465	83.846896	23,853	0	23,853	23,853	0	0	0	0	0	0	0	0	0	0	40	32	41.923448	41.923448	45	61	50.333333	9.237604	85.333333	1	75.5	45	61	40	1	45	1	61	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	75,309	1	1	84	168	84	84	84	0	168	168	168	0	3,346.2136	26.557251	75,309	0	75,309	75,309	0	0	0	0	0	0	0	0	0	0	32	32	13.278625	13.278625	84	168	112	48.497423	2,352	1	168	84	168	32	1	84	1	168	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	24,108	1	1	45	109	45	45	45	0	109	109	109	0	6,387.921022	82.960013	24,108	0	24,108	24,108	0	0	0	0	0	0	0	0	0	0	40	32	41.480007	41.480007	45	109	66.333333	36.950417	1,365.333333	1	99.5	45	109	40	1	45	1	109	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	59,827	1	1	56	84	56	56	56	0	84	84	84	0	2,340.080566	33.429722	59,827	0	59,827	59,827	0	0	0	0	0	0	0	0	0	0	32	32	16.714861	16.714861	56	84	65.333333	16.165808	261.333333	1	98	56	84	32	1	56	1	84	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,981	1	1	56	72	56	56	56	0	72	72	72	0	5,337.558901	83.399358	23,981	0	23,981	23,981	0	0	0	0	0	0	0	0	0	0	32	20	41.699679	41.699679	56	72	61.333333	9.237604	85.333333	1	92	56	72	32	1	56	1	72	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	679	1	1	50	115	50	50	50	0	115	115	115	0	243,004.4183	2,945.5081	679	0	679	679	0	0	0	0	0	0	0	0	0	0	20	20	1,472.75405	1,472.75405	50	115	71.666667	37.527768	1,408.333333	1	107.5	50	115	20	1	50	1	115	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,183	1	1	46	124	46	46	46	0	124	124	124	0	7,332.959496	86.270112	23,183	0	23,183	23,183	0	0	0	0	0	0	0	0	0	0	20	32	43.135056	43.135056	46	124	72	45.033321	2,028	1	108	46	124	20	1	46	1	124	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	49,577,793	2	2	104	176	53	51	52	1.414214	109	67	88	29.698485	5.64769	0.080681	16,500,000	28,500,000	49,500,000	59,911	49,500,000	49,500,000	0	49,500,000	49,500,000	49,500,000	49,500,000	0	49,500,000	49,500,000	80	64	0.040341	0.040341	51	109	66.2	24.84351	617.2	1	82.75	52	88	80	2	104	2	176	-1	-1	1	40	61,007	0	61,007	61,007	49,500,000	0	49,500,000	49,500,000	BENIGN
53	46,296	1	1	46	233	46	46	46	0	233	233	233	0	6,026.438569	43.200276	46,296	0	46,296	46,296	0	0	0	0	0	0	0	0	0	0	32	32	21.600138	21.600138	46	233	108.333333	107.9645	11,656.33333	1	162.5	46	233	32	1	46	1	233	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	59,612	1	1	46	142	46	46	46	0	142	142	142	0	3,153.727437	33.550292	59,612	0	59,612	59,612	0	0	0	0	0	0	0	0	0	0	32	32	16.775146	16.775146	46	142	78	55.425626	3,072	1	117	46	142	32	1	46	1	142	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,502	1	1	52	68	52	52	52	0	68	68	68	0	5,105.94843	85.099141	23,502	0	23,502	23,502	0	0	0	0	0	0	0	0	0	0	32	32	42.54957	42.54957	52	68	57.333333	9.237604	85.333333	1	86	52	68	32	1	52	1	68	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	49,306	1	1	50	91	50	50	50	0	91	91	91	0	2,859.692532	40.563015	49,306	0	49,306	49,306	0	0	0	0	0	0	0	0	0	0	20	20	20.281507	20.281507	50	91	63.666667	23.671361	560.333333	1	95.5	50	91	20	1	50	1	91	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	47,466	1	1	46	130	46	46	46	0	130	130	130	0	3,707.917246	42.135423	47,466	0	47,466	47,466	0	0	0	0	0	0	0	0	0	0	20	32	21.067712	21.067712	46	130	74	48.497423	2,352	1	111	46	130	20	1	46	1	130	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,365	1	1	39	117	39	39	39	0	117	117	117	0	6,676.653114	85.598117	23,365	0	23,365	23,365	0	0	0	0	0	0	0	0	0	0	20	20	42.799058	42.799058	39	117	65	45.033321	2,028	1	97.5	39	117	20	1	39	1	117	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,184	1	1	52	117	52	52	52	0	117	117	117	0	7,289.510007	86.266391	23,184	0	23,184	23,184	0	0	0	0	0	0	0	0	0	0	32	20	43.133195	43.133195	52	117	73.666667	37.527768	1,408.333333	1	110.5	52	117	32	1	52	1	117	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	47,593	1	1	46	94	46	46	46	0	94	94	94	0	2,941.60906	42.022987	47,593	0	47,593	47,593	0	0	0	0	0	0	0	0	0	0	20	20	21.011493	21.011493	46	94	62	27.712813	768	1	93	46	94	20	1	46	1	94	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	100,696	1	1	56	174	56	56	56	0	174	174	174	0	2,284.102646	19.861762	100,696	0	100,696	100,696	0	0	0	0	0	0	0	0	0	0	20	32	9.930881	9.930881	56	174	95.333333	68.127332	4,641.333333	1	143	56	174	20	1	56	1	174	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,539	1	1	39	167	39	39	39	0	167	167	167	0	8,751.433791	84.965377	23,539	0	23,539	23,539	0	0	0	0	0	0	0	0	0	0	20	32	42.482688	42.482688	39	167	81.666667	73.900834	5,461.333333	1	122.5	39	167	20	1	39	1	167	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	80,761,879	2	2	111	195	62	49	55.5	9.192388	105	90	97.5	10.606602	3.788916	0.049528	26,900,000	46,500,000	80,700,000	50,168	80,700,000	80,700,000	0	80,700,000	80,700,000	80,700,000	80,700,000	0	80,700,000	80,700,000	52	52	0.024764	0.024764	49	105	71	25.32785	641.5	1	88.75	55.5	97.5	52	2	111	2	195	-1	-1	1	20	59,412	0	59,412	59,412	80,700,000	0	80,700,000	80,700,000	BENIGN
53	46,633,606	2	2	101	203	59	42	50.5	12.020815	128	75	101.5	37.476659	6.518904	0.085775	15,500,000	26,800,000	46,500,000	46,331	46,600,000	46,600,000	0	46,600,000	46,600,000	46,600,000	46,600,000	0	46,600,000	46,600,000	64	52	0.042888	0.042888	42	128	69.2	35.618815	1,268.7	1	86.5	50.5	101.5	64	2	101	2	203	-1	-1	1	32	46,331	0	46,331	46,331	46,500,000	0	46,500,000	46,500,000	BENIGN
53	23,484	1	1	52	68	52	52	52	0	68	68	68	0	5,109.862034	85.164367	23,484	0	23,484	23,484	0	0	0	0	0	0	0	0	0	0	32	32	42.582184	42.582184	52	68	57.333333	9.237604	85.333333	1	86	52	68	32	1	52	1	68	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	88,178,949	2	2	105	279	62	43	52.5	13.435029	167	112	139.5	38.890873	4.354781	0.045362	29,400,000	50,800,000	88,100,000	23,411	88,100,000	88,100,000	0	88,100,000	88,100,000	88,200,000	88,200,000	0	88,200,000	88,200,000	64	52	0.022681	0.022681	43	167	89.2	50.464839	2,546.7	1	111.5	52.5	139.5	64	2	105	2	279	-1	-1	1	32	23,411	0	23,411	23,411	88,100,000	0	88,100,000	88,100,000	BENIGN
53	69,202	1	1	47	143	47	47	47	0	143	143	143	0	2,745.585388	28.900899	69,202	0	69,202	69,202	0	0	0	0	0	0	0	0	0	0	20	20	14.450449	14.450449	47	143	79	55.425626	3,072	1	118.5	47	143	20	1	47	1	143	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	68,994	1	1	56	164	56	56	56	0	164	164	164	0	3,188.683074	28.988028	68,994	0	68,994	68,994	0	0	0	0	0	0	0	0	0	0	20	20	14.494014	14.494014	56	164	92	62.353829	3,888	1	138	56	164	20	1	56	1	164	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	58,985	1	1	49	106	49	49	49	0	106	106	106	0	2,627.786725	33.906925	58,985	0	58,985	58,985	0	0	0	0	0	0	0	0	0	0	20	20	16.953463	16.953463	49	106	68	32.908965	1,083	1	102	49	106	20	1	49	1	106	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	11,214,353	2	2	95	334	55	40	47.5	10.606602	183	151	167	22.627417	38.254548	0.356686	3,738,117.667	6,211,569.861	10,900,000	60,784	11,000,000	11,000,000	0	11,000,000	11,000,000	11,200,000	11,200,000	0	11,200,000	11,200,000	60	52	0.178343	0.178343	40	183	96.8	65.362069	4,272.2	1	121	47.5	167	60	2	95	2	334	-1	-1	1	20	60,784	0	60,784	60,784	10,900,000	0	10,900,000	10,900,000	BENIGN
53	61,221	1	1	47	103	47	47	47	0	103	103	103	0	2,450.139658	32.668529	61,221	0	61,221	61,221	0	0	0	0	0	0	0	0	0	0	20	20	16.334264	16.334264	47	103	65.666667	32.331615	1,045.333333	1	98.5	47	103	20	1	47	1	103	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	59,528	1	1	46	94	46	46	46	0	94	94	94	0	2,351.834431	33.597635	59,528	0	59,528	59,528	0	0	0	0	0	0	0	0	0	0	20	20	16.798817	16.798817	46	94	62	27.712813	768	1	93	46	94	20	1	46	1	94	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,981	1	1	47	79	47	47	47	0	79	79	79	0	2,066.217346	32.797101	60,981	0	60,981	60,981	0	0	0	0	0	0	0	0	0	0	20	20	16.39855	16.39855	47	79	57.666667	18.475209	341.333333	1	86.5	47	79	20	1	47	1	79	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	45,801,809	2	2	161	371	81	80	80.5	0.707107	209	162	185.5	33.234019	11.615262	0.087333	15,300,000	26,400,000	45,700,000	23,420	45,800,000	45,800,000	0	45,800,000	45,800,000	45,800,000	45,800,000	0	45,800,000	45,800,000	52	60	0.043666	0.043666	80	209	122.6	59.777086	3,573.3	1	153.25	80.5	185.5	52	2	161	2	371	-1	-1	1	20	23,420	0	23,420	23,420	45,700,000	0	45,700,000	45,700,000	BENIGN
53	161,240	1	1	51	111	51	51	51	0	111	111	111	0	1,004.713471	12.40387	161,240	0	161,240	161,240	0	0	0	0	0	0	0	0	0	0	20	20	6.201935	6.201935	51	111	71	34.641016	1,200	1	106.5	51	111	20	1	51	1	111	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,626	1	1	73	135	73	73	73	0	135	135	135	0	8,803.860154	84.652501	23,626	0	23,626	23,626	0	0	0	0	0	0	0	0	0	0	20	20	42.326251	42.326251	73	135	93.666667	35.795717	1,281.333333	1	140.5	73	135	20	1	73	1	135	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	46,958	1	1	44	122	44	44	44	0	122	122	122	0	3,535.073896	42.591252	46,958	0	46,958	46,958	0	0	0	0	0	0	0	0	0	0	40	32	21.295626	21.295626	44	122	70	45.033321	2,028	1	105	44	122	40	1	44	1	122	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	100,328	1	1	56	156	56	56	56	0	156	156	156	0	2,113.069133	19.934614	100,328	0	100,328	100,328	0	0	0	0	0	0	0	0	0	0	20	20	9.967307	9.967307	56	156	89.333333	57.735027	3,333.333333	1	134	56	156	20	1	56	1	156	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	386,099	1	1	42	123	42	42	42	0	123	123	123	0	427.351534	5.180019	386,099	0	386,099	386,099	0	0	0	0	0	0	0	0	0	0	20	32	2.590009	2.590009	42	123	69	46.765372	2,187	1	103.5	42	123	20	1	42	1	123	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,346	1	1	81	209	81	81	81	0	209	209	209	0	12,421.82815	85.66778	23,346	0	23,346	23,346	0	0	0	0	0	0	0	0	0	0	20	32	42.83389	42.83389	81	209	123.666667	73.900834	5,461.333333	1	185.5	81	209	20	1	81	1	209	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,348	1	1	44	60	44	44	44	0	60	60	60	0	4,454.342984	85.660442	23,348	0	23,348	23,348	0	0	0	0	0	0	0	0	0	0	20	40	42.830221	42.830221	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	0	0	BENIGN
53	47,946	1	1	81	163	81	81	81	0	163	163	163	0	5,089.058524	41.713594	47,946	0	47,946	47,946	0	0	0	0	0	0	0	0	0	0	32	32	20.856797	20.856797	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	0	0	BENIGN
53	85,018,123	3	3	148	367	56	45	49.333333	5.859465	142	108	122.333333	17.61628	6.057532	0.070573	17,000,000	34,200,000	78,100,000	25,281	85,000,000	42,500,000	51,500,000	78,900,000	6,110,104	84,200,000	42,100,000	51,100,000	78,200,000	6,015,055	84	60	0.035287	0.035287	45	142	80	41.052812	1,685.333333	1	93.333333	49.333333	122.333333	84	3	148	3	367	-1	-1	2	20	447,115	462,143.779	773,900	120,330	42,000,000	51,000,000	78,100,000	5,989,774	BENIGN
53	23,634	1	1	45	109	45	45	45	0	109	109	109	0	6,516.036219	84.623847	23,634	0	23,634	23,634	0	0	0	0	0	0	0	0	0	0	32	32	42.311924	42.311924	45	109	66.333333	36.950417	1,365.333333	1	99.5	45	109	32	1	45	1	109	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	62,151	1	1	58	124	58	58	58	0	124	124	124	0	2,928.351917	32.179691	62,151	0	62,151	62,151	0	0	0	0	0	0	0	0	0	0	20	40	16.089846	16.089846	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	0	0	BENIGN
53	50,935,855	2	2	98	243	56	42	49	9.899495	122	121	121.5	0.707107	6.694695	0.07853	17,000,000	29,300,000	50,800,000	23,322	50,800,000	50,800,000	0	50,800,000	50,800,000	50,900,000	50,900,000	0	50,900,000	50,900,000	52	40	0.039265	0.039265	42	122	79.4	38.856145	1,509.8	1	99.25	49	121.5	52	2	98	2	243	-1	-1	1	20	23,322	0	23,322	23,322	50,800,000	0	50,800,000	50,800,000	BENIGN
53	49,115,742	2	2	92	153	47	45	46	1.414214	90	63	76.5	19.091883	4.988217	0.08144	16,400,000	28,300,000	49,100,000	1,192	49,100,000	49,100,000	0	49,100,000	49,100,000	49,100,000	49,100,000	0	49,100,000	49,100,000	40	40	0.04072	0.04072	45	90	58	19.416488	377	1	72.5	46	76.5	40	2	92	2	153	-1	-1	1	20	1,192	0	1,192	1,192	49,100,000	0	49,100,000	49,100,000	BENIGN
53	46,745	1	1	45	356	45	45	45	0	356	356	356	0	8,578.457589	42.785325	46,745	0	46,745	46,745	0	0	0	0	0	0	0	0	0	0	20	32	21.392662	21.392662	45	356	148.666667	179.555934	32,240.33333	1	223	45	356	20	1	45	1	356	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	71,242	1	1	54	113	54	54	54	0	113	113	113	0	2,344.122849	28.073328	71,242	0	71,242	71,242	0	0	0	0	0	0	0	0	0	0	20	20	14.036664	14.036664	54	113	73.666667	34.063666	1,160.333333	1	110.5	54	113	20	1	54	1	113	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	51,677	1	1	44	204	44	44	44	0	204	204	204	0	4,799.040192	38.701937	51,677	0	51,677	51,677	0	0	0	0	0	0	0	0	0	0	20	32	19.350969	19.350969	44	204	97.333333	92.376043	8,533.333333	1	146	44	204	20	1	44	1	204	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	48,246	1	1	44	92	44	44	44	0	92	92	92	0	2,818.88654	41.454214	48,246	0	48,246	48,246	0	0	0	0	0	0	0	0	0	0	40	32	20.727107	20.727107	44	92	60	27.712813	768	1	90	44	92	40	1	44	1	92	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	48,060	1	1	41	128	41	41	41	0	128	128	128	0	3,516.437786	41.614648	48,060	0	48,060	48,060	0	0	0	0	0	0	0	0	0	0	40	32	20.807324	20.807324	41	128	70	50.229473	2,523	1	105	41	128	40	1	41	1	128	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	108,469	1	1	42	153	42	42	42	0	153	153	153	0	1,797.748666	18.438448	108,469	0	108,469	108,469	0	0	0	0	0	0	0	0	0	0	40	20	9.219224	9.219224	42	153	79	64.08588	4,107	1	118.5	42	153	40	1	42	1	153	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	59,807	1	1	44	112	44	44	44	0	112	112	112	0	2,608.390322	33.440902	59,807	0	59,807	59,807	0	0	0	0	0	0	0	0	0	0	20	20	16.720451	16.720451	44	112	66.666667	39.259818	1,541.333333	1	100	44	112	20	1	44	1	112	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	47,846	1	1	44	131	44	44	44	0	131	131	131	0	3,657.568031	41.800777	47,846	0	47,846	47,846	0	0	0	0	0	0	0	0	0	0	32	32	20.900389	20.900389	44	131	73	50.229473	2,523	1	109.5	44	131	32	1	44	1	131	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	34,008,655	2	2	86	215	43	43	43	0	156	59	107.5	68.589358	8.850688	0.117617	11,300,000	19,500,000	33,800,000	50,193	34,000,000	34,000,000	0	34,000,000	34,000,000	33,900,000	33,900,000	0	33,900,000	33,900,000	60	40	0.058809	0.058809	43	156	68.8	49.236166	2,424.2	1	86	43	107.5	60	2	86	2	215	-1	-1	1	20	109,222	0	109,222	109,222	33,800,000	0	33,800,000	33,800,000	BENIGN
53	99,267	1	1	44	86	44	44	44	0	86	86	86	0	1,309.599363	20.147683	99,267	0	99,267	99,267	0	0	0	0	0	0	0	0	0	0	40	32	10.073841	10.073841	44	86	58	24.248711	588	1	87	44	86	40	1	44	1	86	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	39,665,660	2	2	93	276	49	44	46.5	3.535534	190	86	138	73.539105	9.302757	0.100843	13,200,000	22,800,000	39,500,000	23,794	39,600,000	39,600,000	0	39,600,000	39,600,000	39,600,000	39,600,000	0	39,600,000	39,600,000	80	64	0.050421	0.050421	44	190	82.6	62.560371	3,913.8	1	103.25	46.5	138	80	2	93	2	276	-1	-1	1	40	96,430	0	96,430	96,430	39,500,000	0	39,500,000	39,500,000	BENIGN
53	82,643	1	1	43	135	43	43	43	0	135	135	135	0	2,153.842431	24.200477	82,643	0	82,643	82,643	0	0	0	0	0	0	0	0	0	0	20	32	12.100238	12.100238	43	135	73.666667	53.116225	2,821.333333	1	110.5	43	135	20	1	43	1	135	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	48,207	1	1	42	153	42	42	42	0	153	153	153	0	4,045.055697	41.487751	48,207	0	48,207	48,207	0	0	0	0	0	0	0	0	0	0	20	20	20.743875	20.743875	42	153	79	64.08588	4,107	1	118.5	42	153	20	1	42	1	153	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	23,536	1	1	52	113	52	52	52	0	113	113	113	0	7,010.53705	84.976207	23,536	0	23,536	23,536	0	0	0	0	0	0	0	0	0	0	32	20	42.488103	42.488103	52	113	72.333333	35.218366	1,240.333333	1	108.5	52	113	32	1	52	1	113	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	75,249	1	1	55	111	55	55	55	0	111	111	111	0	2,206.009382	26.578426	75,249	0	75,249	75,249	0	0	0	0	0	0	0	0	0	0	20	32	13.289213	13.289213	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	0	0	BENIGN
53	23,540	1	1	55	71	55	55	55	0	71	71	71	0	5,352.591334	84.961767	23,540	0	23,540	23,540	0	0	0	0	0	0	0	0	0	0	20	32	42.480884	42.480884	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	0	0	BENIGN
53	60,892	1	1	54	70	54	54	54	0	70	70	70	0	2,036.392301	32.845037	60,892	0	60,892	60,892	0	0	0	0	0	0	0	0	0	0	32	32	16.422519	16.422519	54	70	59.333333	9.237604	85.333333	1	89	54	70	32	1	54	1	70	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	60,642	1	1	54	110	54	54	54	0	110	110	110	0	2,704.396293	32.980443	60,642	0	60,642	60,642	0	0	0	0	0	0	0	0	0	0	32	32	16.490221	16.490221	54	110	72.666667	32.331615	1,045.333333	1	109	54	110	32	1	54	1	110	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	70,921,565	3	3	133	311	49	41	44.333333	4.163332	122	75	103.666667	25.146239	6.260437	0.084601	14,200,000	29,200,000	66,300,000	23,133	70,900,000	35,400,000	43,700,000	66,400,000	4,525,962	70,800,000	35,400,000	43,700,000	66,300,000	4,500,656	104	84	0.0423	0.0423	41	122	69.285714	35.386976	1,252.238095	1	80.833333	44.333333	103.666667	104	3	133	3	311	-1	-1	2	32	73,741	0	73,741	73,741	66,300,000	0	66,300,000	66,300,000	BENIGN
53	148,394	1	1	56	159	56	56	56	0	159	159	159	0	1,448.845641	13.477634	148,394	0	148,394	148,394	0	0	0	0	0	0	0	0	0	0	40	20	6.738817	6.738817	56	159	90.333333	59.467078	3,536.333333	1	135.5	56	159	40	1	56	1	159	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	46,639	1	1	51	114	51	51	51	0	114	114	114	0	3,537.811703	42.882566	46,639	0	46,639	46,639	0	0	0	0	0	0	0	0	0	0	32	20	21.441283	21.441283	51	114	72	36.373067	1,323	1	108	51	114	32	1	51	1	114	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	50,437	1	1	42	135	42	42	42	0	135	135	135	0	3,509.328469	39.653429	50,437	0	50,437	50,437	0	0	0	0	0	0	0	0	0	0	32	32	19.826715	19.826715	42	135	73	53.693575	2,883	1	109.5	42	135	32	1	42	1	135	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,365	1	1	62	132	62	62	62	0	132	132	132	0	8,303.017334	85.598117	23,365	0	23,365	23,365	0	0	0	0	0	0	0	0	0	0	40	32	42.799058	42.799058	62	132	85.333333	40.414519	1,633.333333	1	128	62	132	40	1	62	1	132	-1	-1	0	40	0	0	0	0	0	0	0	0	BENIGN
53	77,690,849	2	2	93	287	51	42	46.5	6.363961	176	111	143.5	45.961941	4.891181	0.051486	25,900,000	44,700,000	77,500,000	71,356	77,600,000	77,600,000	0	77,600,000	77,600,000	77,600,000	77,600,000	0	77,600,000	77,600,000	52	40	0.025743	0.025743	42	176	86.2	57.251201	3,277.7	1	107.75	46.5	143.5	52	2	93	2	287	-1	-1	1	20	76,432	0	76,432	76,432	77,500,000	0	77,500,000	77,500,000	BENIGN
53	47,291	1	1	42	58	42	42	42	0	58	58	58	0	2,114.567254	42.291345	47,291	0	47,291	47,291	0	0	0	0	0	0	0	0	0	0	32	40	21.145673	21.145673	42	58	47.333333	9.237604	85.333333	1	71	42	58	32	1	42	1	58	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	101,441	1	1	43	109	43	43	43	0	109	109	109	0	1,498.407942	19.715894	101,441	0	101,441	101,441	0	0	0	0	0	0	0	0	0	0	20	32	9.857947	9.857947	43	109	65	38.105118	1,452	1	97.5	43	109	20	1	43	1	109	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	50,905	1	1	43	113	43	43	43	0	113	113	113	0	3,064.531971	39.288871	50,905	0	50,905	50,905	0	0	0	0	0	0	0	0	0	0	20	20	19.644436	19.644436	43	113	66.333333	40.414519	1,633.333333	1	99.5	43	113	20	1	43	1	113	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	11,897	1	1	64	117	64	64	64	0	117	117	117	0	15,213.91948	168.109608	11,897	0	11,897	11,897	0	0	0	0	0	0	0	0	0	0	32	20	84.054804	84.054804	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	0	0	BENIGN
53	253,686	1	1	51	222	51	51	51	0	222	222	222	0	1,076.133488	7.883762	253,686	0	253,686	253,686	0	0	0	0	0	0	0	0	0	0	32	20	3.941881	3.941881	51	222	108	98.726896	9,747	1	162	51	222	32	1	51	1	222	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	493	1	1	47	106	47	47	47	0	106	106	106	0	310,344.8276	4,056.795132	493	0	493	493	0	0	0	0	0	0	0	0	0	0	20	20	2,028.397566	2,028.397566	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	0	0	BENIGN
53	61,130	1	1	94	178	94	94	94	0	178	178	178	0	4,449.53378	32.71716	61,130	0	61,130	61,130	0	0	0	0	0	0	0	0	0	0	20	20	16.35858	16.35858	94	178	122	48.497423	2,352	1	183	94	178	20	1	94	1	178	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	68,909,951	2	2	92	171	49	43	46	4.242641	106	65	85.5	28.991378	3.816575	0.058047	23,000,000	39,600,000	68,700,000	47,846	68,900,000	68,900,000	0	68,900,000	68,900,000	68,700,000	68,700,000	0	68,700,000	68,700,000	64	52	0.029023	0.029023	43	106	61.2	26.612027	708.2	1	76.5	46	85.5	64	2	92	2	171	-1	-1	1	32	171,802	0	171,802	171,802	68,700,000	0	68,700,000	68,700,000	BENIGN
53	88,736	1	1	58	143	58	58	58	0	143	143	143	0	2,265.146051	22.538767	88,736	0	88,736	88,736	0	0	0	0	0	0	0	0	0	0	20	32	11.269383	11.269383	58	143	86.333333	49.074773	2,408.333333	1	129.5	58	143	20	1	58	1	143	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN
53	60,813	1	1	39	71	39	39	39	0	71	71	71	0	1,808.823771	32.887705	60,813	0	60,813	60,813	0	0	0	0	0	0	0	0	0	0	32	32	16.443852	16.443852	39	71	49.666667	18.475209	341.333333	1	74.5	39	71	32	1	39	1	71	-1	-1	0	32	0	0	0	0	0	0	0	0	BENIGN
53	23,307	1	1	64	117	64	64	64	0	117	117	117	0	7,765.907238	85.81113	23,307	0	23,307	23,307	0	0	0	0	0	0	0	0	0	0	20	20	42.905565	42.905565	64	117	81.666667	30.599564	936.333333	1	122.5	64	117	20	1	64	1	117	-1	-1	0	20	0	0	0	0	0	0	0	0	BENIGN

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