Datasets:

maruuf
/

CICIDS2017-preprocessed-dataset

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Split (1)

train · 2.83M rows

Flow Duration int64	Flow IAT Mean float64	Flow IAT Std float64	Flow IAT Max int64	Fwd IAT Std float64	Idle Mean float64	Active Std float64	Average Packet Size float64	Packet Length Mean float64	Packet Length Std float64	Max Packet Length int64	Fwd Packet Length Max int64	Fwd Packet Length Min int64	Bwd Packet Length Mean float64	Bwd Packet Length Std float64	Bwd Packet Length Max int64	Flow Bytes/s float64	Total Fwd Packets int64	Total Backward Packets int64	Total Length of Fwd Packets int64	Total Length of Bwd Packets int64	Bwd Packets/s float64	PSH Flag Count int64	FIN Flag Count int64	SYN Flag Count int64	Init_Win_bytes_forward int64	Init_Win_bytes_backward int64	Destination Port int64	Label string
142,702	1,486.479167	5,326.066832	23,253	7,755.095742	0	0	1,059.835052	1,049.020408	1,184.041297	4,344	570	0	1,915.037736	969.395608	4,344	720,410.3657	44	53	1,307	101,497	371.403344	1	0	0	29,200	61	443	BENIGN
142,790	1,413.762376	5,229.24024	23,301	7,691.233318	0	0	1,079.176471	1,068.699029	1,192.898208	4,344	570	0	1,907.912281	988.330885	4,344	770,894.3203	45	57	1,325	108,751	399.187618	1	0	0	29,200	61	443	BENIGN
142,342	1,581.577778	5,525.250715	23,501	7,975.755011	0	0	1,145.714286	1,133.26087	1,278.839729	4,344	570	0	2,059.18	1,053.375017	4,344	732,461.2553	41	50	1,301	102,959	351.266668	1	0	0	29,200	61	443	BENIGN
142,780	1,386.213592	5,166.932258	23,300	7,537.340043	0	0	1,016.461538	1,006.780952	1,095.550581	2,896	570	0	1,831.45614	839.483346	2,896	740,383.8073	47	57	1,319	104,393	399.215576	1	0	0	29,200	61	443	BENIGN
142,852	1,373.576923	5,152.03825	23,416	7,395.62264	0	0	1,062	1,051.981132	1,185.201385	4,344	570	0	1,967.589286	928.387141	4,344	780,598.1015	49	56	1,325	110,185	392.014113	1	0	0	29,200	61	443	BENIGN
142,799	1,334.570093	5,066.231797	23,275	7,394.247071	0	0	1,005.740741	996.513762	1,103.019522	4,344	570	0	1,818.457627	870.419287	4,344	760,649.5844	49	59	1,331	107,289	413.168159	1	0	0	29,200	61	443	BENIGN
142,500	1,331.775701	5,082.437092	23,210	7,392.250458	0	0	978.87037	969.889908	1,073.78125	4,344	570	0	1,769.372881	848.45354	4,344	741,880.7018	49	59	1,325	104,393	414.035088	1	0	0	29,200	61	443	BENIGN
459,291	4,374.2	25,868.44722	254,576	47,385.25565	0	0	1,038.396226	1,028.691589	1,119.227281	4,344	570	0	1,812.516667	904.802825	4,344	239,651.9853	46	60	1,319	108,751	130.636133	1	0	0	29,200	61	443	BENIGN
196,158	1,981.393939	7,331.954937	52,173	10,609.38538	0	0	1,028.3	1,018.118812	1,179.74856	4,344	570	0	1,879.833333	994.830141	4,344	524,220.2714	46	54	1,319	101,511	275.288288	1	0	0	29,200	61	443	BENIGN
143,476	1,366.438095	5,160.420723	23,835	7,452.483941	0	0	1,038.509434	1,028.803738	1,153.931699	4,344	570	0	1,907.912281	909.413749	4,344	767,250.2718	49	57	1,331	108,751	397.278987	1	0	0	29,200	61	443	BENIGN
118,873	2,377.46	6,838.420713	23,435	9,768.511157	0	0	905.764706	888.346154	1,028.323762	2,896	570	0	1,608.035714	902.027366	2,896	388,599.5979	23	28	1,169	45,025	235.545498	1	0	0	29,200	61	443	BENIGN
23,773	424.517857	2,494.042203	18,749	3,729.544252	0	0	1,044.385965	1,026.37931	1,116.015497	2,896	6	6	1,915.096774	783.08975	2,896	2,503,848.904	26	31	156	59,368	1,304.000337	0	1	0	0	61	443	BENIGN
142,438	1,410.277228	5,200.012568	23,227	7,652.811555	0	0	1,079.176471	1,068.699029	1,209.843166	4,344	570	0	1,907.912281	1,025.16156	4,344	772,799.3934	45	57	1,325	108,751	400.174111	1	0	0	29,200	61	443	BENIGN
152,273	895.723529	3,941.060799	23,225	6,139.249146	0	0	1,270.935673	1,263.546512	1,254.552236	4,344	570	0	2,096.145631	942.370076	4,344	1,427,239.235	68	103	1,427	215,903	676.416699	1	0	0	29,200	61	443	BENIGN
142,918	1,361.12381	5,126.873066	23,733	7,461.983	0	0	1,051.867925	1,042.037383	1,167.247997	4,344	570	0	1,899.741379	942.998773	4,344	780,153.6545	48	58	1,313	110,185	405.827118	1	0	0	29,200	61	443	BENIGN
142,342	1,381.961165	5,145.580321	23,239	7,430.623057	0	0	1,044.423077	1,034.47619	1,193.902716	4,344	570	0	1,915.875	995.058264	4,344	763,091.7087	48	56	1,331	107,289	393.418668	1	0	0	29,200	61	443	BENIGN
196,159	1,850.556604	7,183.492207	53,508	10,642.99391	0	0	1,001.439252	992.166667	1,071.471575	4,344	570	0	1,735.098361	865.206713	4,344	546,260.9414	46	61	1,313	105,841	310.972222	1	0	0	29,200	61	443	BENIGN
188,391	1,777.273585	6,695.439852	45,968	9,895.821773	0	0	1,015.271028	1,005.87037	1,086.260421	4,344	570	0	1,759.065574	877.28642	4,344	576,641.1347	46	61	1,331	107,303	323.794661	1	0	0	29,200	61	443	BENIGN
141,887	1,418.87	5,208.188441	23,237	7,763.503059	0	0	1,046.594059	1,036.333333	1,097.730208	4,344	570	0	1,799.87931	866.140949	4,344	745,001.3039	43	58	1,313	104,393	408.775998	1	0	0	29,200	61	443	BENIGN
142,743	1,334.046729	5,070.055726	23,763	7,315.220202	0	0	1,032.611111	1,023.137615	1,147.90898	4,344	570	0	1,899.741379	903.149005	4,344	781,278.2413	50	58	1,337	110,185	406.324653	1	0	0	29,200	61	443	BENIGN
143,077	1,362.638095	5,135.817381	23,346	7,446.36654	0	0	1,065.773585	1,055.813084	1,196.905193	4,344	570	0	1,924.948276	987.817236	4,344	789,588.8228	48	58	1,325	111,647	405.376126	1	0	0	29,200	61	443	BENIGN
145,825	1,822.8125	5,603.486864	23,348	8,835.773233	0	0	1,231.728395	1,216.707317	1,186.625462	4,344	570	0	1,896.173077	968.980214	4,344	684,176.2386	29	52	1,169	98,601	356.591805	1	0	0	29,200	61	443	BENIGN
142,301	1,452.05102	5,265.395734	23,233	7,701.264101	0	0	1,067.737374	1,057.06	1,173.309537	4,344	570	0	1,898.054545	955.357533	4,344	742,833.8522	44	55	1,313	104,393	386.504663	1	0	0	29,200	61	443	BENIGN
143,379	1,315.40367	5,024.365225	23,306	7,333.767054	0	0	1,013.836364	1,004.702703	1,111.83773	4,344	570	0	1,836.416667	874.151119	4,344	777,812.6504	50	60	1,337	110,185	418.471324	1	0	0	29,200	61	443	BENIGN
394,746	3,832.485437	20,260.2038	191,810	37,091.01311	0	0	1,030.519231	1,020.704762	1,145.969173	2,896	570	0	1,890.267857	907.339497	2,896	271,501.1678	48	56	1,319	105,855	141.863375	1	0	0	29,200	61	443	BENIGN
62,079	6,207.9	10,114.27018	24,159	11,280.10455	0	0	118.727273	108.833333	207.229268	570	570	0	45.666667	79.096987	137	21,037.71001	8	3	1,169	137	48.325521	1	0	0	29,200	59	443	BENIGN
122,255	2,397.156863	6,748.428277	23,229	9,846.640561	0	0	944.038462	926.226415	1,016.130985	2,896	570	0	1,597.366667	871.31389	2,896	401,537.7694	22	30	1,169	47,921	245.388737	1	0	0	29,200	61	443	BENIGN
142,443	1,410.326733	5,204.898034	23,391	7,497.835663	0	0	1,008.058824	998.271845	1,158.918548	4,344	570	0	1,845.4	978.854784	4,344	721,846.6334	47	55	1,325	101,497	386.11936	1	0	0	29,200	61	443	BENIGN
23,501	470.02	2,636.028967	18,731	3,891.297083	0	0	1,110.235294	1,088.884615	1,243.218809	4,344	6	6	2,091.555556	927.462267	4,344	2,409,088.975	24	27	144	56,472	1,148.887281	0	1	0	0	61	443	BENIGN
143,365	1,327.453704	5,026.18129	23,278	7,416.983568	0	0	1,009.816514	1,000.636364	1,081.127187	2,896	570	0	1,782.803279	847.200071	2,896	767,760.611	48	61	1,319	108,751	425.487392	1	0	0	29,200	61	443	BENIGN
142,825	1,386.650485	5,172.409953	23,244	7,538.852005	0	0	1,058.423077	1,048.342857	1,156.089794	4,344	570	0	1,907.912281	909.413749	4,344	770,705.4087	47	57	1,325	108,751	399.089795	1	0	0	29,200	61	443	BENIGN
119,793	2,260.245283	6,669.291612	23,311	9,748.883327	0	0	909.074074	892.545455	973.264302	2,896	570	0	1,545.83871	822.441734	2,896	409,790.2215	23	31	1,169	47,921	258.779728	1	0	0	29,200	61	443	BENIGN
142,885	1,400.833333	5,151.361147	23,160	7,560.447608	0	0	1,096.699029	1,086.153846	1,200.317343	4,344	570	0	1,958.719298	961.849479	4,344	790,565.8397	46	57	1,313	111,647	398.92221	1	0	0	29,200	61	443	BENIGN
23,422	410.912281	2,404.117326	18,233	3,682.630297	0	0	951.62069	935.491525	994.78139	2,896	6	6	1,667.818182	733.898556	2,896	2,356,246.264	25	33	150	55,038	1,408.931774	0	1	0	0	61	443	BENIGN
142,724	1,372.346154	5,133.799265	23,400	7,823.804262	0	0	993.12381	983.754717	1,003.263369	4,344	570	0	1,660.629032	775.622906	4,344	730,626.9443	43	62	1,319	102,959	434.404865	1	0	0	29,200	61	443	BENIGN
143,161	1,446.070707	5,270.741423	23,331	7,513.089202	0	0	1,129.54	1,118.356436	1,287.694277	4,344	570	0	2,106.54717	1,041.007621	4,344	788,999.7974	47	53	1,307	111,647	370.212558	1	0	0	29,200	61	443	BENIGN
196,340	1,817.962963	7,111.950527	53,215	10,359.83997	0	0	983.229358	974.290909	1,069.765998	2,896	570	0	1,764.016667	842.255014	2,896	545,849.0374	49	60	1,331	105,841	305.59234	1	0	0	29,200	61	443	BENIGN
118,573	2,577.673913	7,097.417775	23,317	10,078.54469	0	0	952.042553	932.208333	1,125.561022	4,344	570	0	1,676.038462	1,051.167598	4,344	377,370.9023	21	26	1,169	43,577	219.274202	1	0	0	29,200	61	443	BENIGN
189,314	1,785.981132	6,711.834485	46,369	9,764.428991	0	0	1,001.663551	992.388889	1,089.402716	2,896	570	0	1,793.915254	859.862946	2,896	566,138.7959	48	59	1,337	105,841	311.651542	1	0	0	29,200	61	443	BENIGN
142,909	1,570.428571	5,473.235176	23,231	8,091.759851	0	0	1,133.26087	1,121.075269	1,241.08946	4,344	570	0	1,979.980769	1,030.303639	4,344	729,555.1715	40	52	1,301	102,959	363.867916	1	0	0	29,200	61	443	BENIGN
144,762	1,492.391753	5,275.726576	23,073	7,859.440707	0	0	1,019.591837	1,009.292929	1,096.488302	4,344	570	0	1,760.732143	899.151469	4,344	690,236.388	42	56	1,319	98,601	386.841851	1	0	0	29,200	61	443	BENIGN
142,378	1,423.78	5,221.177155	23,170	7,658.419044	0	0	1,046.653465	1,036.392157	1,153.015832	4,344	570	0	1,864.160714	940.320096	4,344	742,474.2587	45	56	1,319	104,393	393.319193	1	0	0	29,200	61	443	BENIGN
24,067	481.34	2,730.897921	19,400	4,125.968455	0	0	1,081.72549	1,060.923077	1,183.775181	2,896	6	6	1,965.142857	899.910025	2,896	2,292,018.116	23	28	138	55,024	1,163.418789	0	1	0	0	61	443	BENIGN
119,537	2,543.340426	7,036.295256	23,417	10,283.66653	0	0	992.541667	972.285714	1,069.800176	2,896	570	0	1,659.75	933.472197	2,896	398,554.4225	20	28	1,169	46,473	234.237098	1	0	0	29,200	61	443	BENIGN
142,424	1,343.622642	5,102.0106	23,336	7,370.91441	0	0	1,028.747664	1,019.222222	1,118.153763	2,896	570	0	1,875.017241	852.898844	2,896	772,875.3581	49	58	1,325	108,751	407.234736	1	0	0	29,200	61	443	BENIGN
142,848	1,322.666667	5,024.264618	23,301	7,358.912711	0	0	996.568807	987.509091	1,084.40663	4,344	570	0	1,788.15	853.713639	4,344	760,430.6676	49	60	1,337	107,289	420.026882	1	0	0	29,200	61	443	BENIGN
23,488	489.333333	2,699.186618	18,795	4,058.252131	0	0	1,155.591837	1,132.48	1,248.964734	4,344	6	6	2,092.074074	927.933101	4,344	2,410,507.493	22	27	132	56,486	1,149.523161	0	1	0	0	61	443	BENIGN
131,864	1,498.454545	5,323.404759	23,265	7,750.970537	0	0	1,089.820225	1,077.711111	1,251.073213	4,344	570	0	1,953.163265	1,083.098783	4,344	735,560.8809	40	49	1,289	95,705	371.594977	1	0	0	29,200	61	443	BENIGN
142,592	1,440.323232	5,272.157216	23,397	7,789.378843	0	0	1,057.12	1,046.653465	1,135.763377	4,344	570	0	1,864.160714	898.864896	4,344	741,359.9641	44	56	1,319	104,393	392.728905	1	0	0	29,200	61	443	BENIGN
143,358	1,419.386139	5,233.323401	23,611	7,873.478973	0	0	1,036.392157	1,026.330097	1,097.043499	4,344	570	0	1,769.372881	890.041318	4,344	737,398.6802	43	59	1,319	104,393	411.557081	1	0	0	29,200	61	443	BENIGN
142,675	1,285.36036	4,967.096442	23,272	7,359.174794	0	0	995.678571	986.867257	1,058.110053	4,344	570	0	1,748.968254	824.421106	4,344	781,608.5509	49	63	1,331	110,185	441.562993	1	0	0	29,200	61	443	BENIGN
142,797	1,373.048077	5,150.7102	23,607	7,507.23393	0	0	1,006.838095	997.339623	1,112.738166	4,344	570	0	1,799.87931	907.617047	4,344	740,337.6822	47	58	1,325	104,393	406.170998	1	0	0	29,200	61	443	BENIGN
142,740	1,372.5	5,106.57542	23,247	7,473.008116	0	0	1,048.285714	1,038.396226	1,188.86638	4,344	570	0	1,875.017241	1,010.445142	4,344	771,122.3203	47	58	1,319	108,751	406.333193	1	0	0	29,200	61	443	BENIGN
142,247	1,466.463918	5,288.035956	23,258	7,871.335862	0	0	1,078.632653	1,067.737374	1,137.368038	4,344	570	0	1,864.160714	898.864896	4,344	743,115.8478	42	56	1,313	104,393	393.681413	1	0	0	29,200	61	443	BENIGN
195,966	1,902.582524	7,284.514924	53,661	10,592.78551	0	0	974.75	965.466667	1,068.350409	2,896	570	0	1,755.245614	849.040557	2,896	517,304.0221	47	57	1,325	100,049	290.866783	1	0	0	29,200	61	443	BENIGN
186,390	1,679.189189	6,433.109664	44,488	9,311.219508	0	0	957	948.530974	1,049.215473	2,896	570	0	1,735.098361	823.82797	2,896	575,052.3097	51	61	1,343	105,841	327.270776	1	0	0	29,200	61	443	BENIGN
143,354	1,352.396226	5,103.580841	23,506	7,519.131633	0	0	988.018692	978.87037	1,056.275692	2,896	570	0	1,769.372881	804.719375	2,896	737,461.1103	48	59	1,325	104,393	411.568565	1	0	0	29,200	61	443	BENIGN
142,817	1,641.574713	5,635.645242	23,570	8,226.002721	0	0	1,135.113636	1,122.359551	1,242.769161	4,344	570	0	2,012.265306	1,010.553371	4,344	699,426.5389	39	49	1,289	98,601	343.09641	1	0	0	29,200	61	443	BENIGN
142,734	1,274.410714	4,961.164282	23,372	7,173.45366	0	0	986.920354	978.263158	1,074.820092	2,896	570	0	1,806.311475	816.645528	2,896	781,327.5043	52	61	1,337	110,185	427.368392	1	0	0	29,200	61	443	BENIGN
127,932	1,683.315789	5,616.204802	23,192	9,001.83269	0	0	1,258.103896	1,241.974359	1,222.783412	4,344	570	0	1,914.1	1,026.790884	4,344	757,230.4037	27	50	1,169	95,705	390.83263	1	0	0	29,200	61	443	BENIGN
187,229	1,817.757282	6,663.834004	44,681	9,766.163982	0	0	1,044.442308	1,034.495238	1,176.878867	4,344	570	0	1,850.051724	1,002.634712	4,344	580,155.8519	46	58	1,319	107,303	309.78107	1	0	0	29,200	61	443	BENIGN
142,653	1,308.743119	4,999.051779	23,190	7,370.039015	0	0	1,013.781818	1,004.648649	1,077.055537	2,896	570	0	1,806.311475	816.645528	2,896	781,729.0909	49	61	1,331	110,185	427.611056	1	0	0	29,200	61	443	BENIGN
38,668	9,667	11,441.58809	23,409	11,666.22893	0	0	103.4	86.166667	211.064366	517	517	0	0	0	0	13,370.22861	4	1	517	0	25.861177	1	0	0	29,200	28,960	443	BENIGN
143,726	1,355.90566	5,122.867712	23,303	7,450.305883	0	0	988.018692	978.87037	1,074.666956	2,896	570	0	1,799.87931	822.576186	2,896	735,552.3705	49	58	1,325	104,393	403.545635	1	0	0	29,200	61	443	BENIGN
122,712	1,319.483871	5,092.340652	23,110	7,514.903205	0	0	1,031.978723	1,021.115789	1,147.669135	4,344	570	0	1,840.480769	951.017834	4,344	790,517.6348	42	52	1,301	95,705	423.756438	1	0	0	29,200	61	443	BENIGN
234,766	2,347.66	8,419.380655	59,430	15,683.39456	0	0	1,032.455446	1,022.333333	1,120.572576	4,344	570	0	1,806.298246	914.755392	4,344	444,178.4586	44	57	1,319	102,959	242.794953	1	0	0	29,200	61	443	BENIGN
142,541	1,207.974576	4,818.183476	23,174	7,199.231755	0	0	937.159664	929.35	965.089648	4,344	570	0	1,620.367647	726.290594	4,344	782,385.4189	51	68	1,337	110,185	477.055724	1	0	0	29,200	61	443	BENIGN
146,679	1,543.989474	5,370.103621	23,084	7,824.622947	0	0	1,100.979167	1,089.628866	1,212.976567	4,344	570	0	1,969.679245	982.500064	4,344	720,580.3148	43	53	1,301	104,393	361.333252	1	0	0	29,200	61	443	BENIGN
143,835	1,563.423913	5,491.244336	23,117	8,082.79319	0	0	1,105.354839	1,093.595745	1,244.315006	4,344	570	0	1,951.865385	1,063.735335	4,344	714,693.9201	41	52	1,301	101,497	361.525359	1	0	0	29,200	61	443	BENIGN
119,714	2,720.772727	7,256.270488	23,746	10,518.72966	0	0	1,090.888889	1,067.173913	1,300.648527	4,344	570	0	1,843.115385	1,258.471782	4,344	410,060.6445	19	26	1,169	47,921	217.184289	1	0	0	29,200	61	443	BENIGN
142,820	1,442.626263	5,293.125026	23,762	7,556.079823	0	0	1,042.78	1,032.455446	1,176.044808	4,344	570	0	1,942.622642	934.009064	4,344	730,135.8353	47	53	1,319	102,959	371.096485	1	0	0	29,200	61	443	BENIGN
189,539	1,707.558559	6,628.725672	47,291	9,834.662923	0	0	956.946429	948.477876	994.299243	2,896	570	0	1,653.765625	763.75914	2,896	565,466.7377	48	64	1,337	105,841	337.661378	1	0	0	29,200	61	443	BENIGN
142,826	1,386.660194	5,167.649797	23,338	7,623.198071	0	0	1,058.365385	1,048.285714	1,156.141957	4,344	570	0	1,875.017241	935.566598	4,344	770,658.0034	46	58	1,319	108,751	406.088527	1	0	0	29,200	61	443	BENIGN
23,822	476.44	2,639.633386	18,762	3,967.065077	0	0	1,195.568627	1,172.576923	1,313.093539	4,344	6	6	2,172.5	1,005.127834	4,344	2,559,314.919	23	28	138	60,830	1,175.384099	0	1	0	0	61	443	BENIGN
187,835	1,823.640777	6,758.33655	45,968	9,715.412867	0	0	1,030.557692	1,020.742857	1,197.388754	4,344	570	0	1,890.017857	1,025.776699	4,344	570,596.5342	48	56	1,337	105,841	298.134001	1	0	0	29,200	61	443	BENIGN
142,291	1,395.009804	5,194.920565	23,414	7,814.139244	0	0	1,012.23301	1,002.5	1,023.714207	2,910	570	0	1,715.983333	772.309205	2,910	732,723.7844	43	60	1,301	102,959	421.671083	1	0	0	29,200	61	443	BENIGN
143,701	1,330.564815	5,084.522209	24,139	7,538.411582	0	0	996.348624	987.290909	1,048.536108	4,344	570	0	1,730.467742	817.860538	4,344	755,749.786	47	62	1,313	107,289	431.451417	1	0	0	29,200	61	443	BENIGN
196,404	1,888.5	7,301.28388	54,483	10,566.92342	0	0	965.52381	956.415094	1,067.327065	2,896	570	0	1,755.245614	849.040557	2,896	516,180.9332	48	57	1,331	100,049	290.218122	1	0	0	29,200	61	443	BENIGN
142,241	1,481.677083	5,341.505696	23,229	7,825.631166	0	0	1,030.041237	1,019.530612	1,191.78571	4,344	570	0	1,825.944444	1,055.114023	4,344	702,427.5701	43	54	1,313	98,601	379.637376	1	0	0	29,200	61	443	BENIGN
224,404	2,221.821782	8,086.512171	61,304	13,980.33693	0	0	1,079.176471	1,068.699029	1,192.731589	4,344	570	0	1,875.017241	1,010.797054	4,344	490,526.0156	44	58	1,325	108,751	258.462416	1	0	0	29,200	61	443	BENIGN
143,577	1,480.175258	5,316.455522	23,220	7,846.824009	0	0	1,108.061224	1,096.868687	1,183.665309	4,344	570	0	1,950.709091	928.230389	4,344	756,318.909	43	55	1,301	107,289	383.069712	1	0	0	29,200	61	443	BENIGN
267,407	1,493.893855	7,043.843827	59,696	14,189.90182	0	0	1,207.588889	1,200.917127	1,253.229942	4,344	570	0	2,056.219048	976.662921	4,344	812,865.7814	75	105	1,463	215,903	392.659878	1	0	0	29,200	61	443	BENIGN
149,954	1,441.865385	5,187.461349	23,254	7,358.88454	0	0	1,020.87619	1,011.245283	1,179.023194	4,344	570	0	1,924.636364	962.52283	4,344	714,832.5486	50	55	1,337	105,855	366.779146	1	0	0	29,200	61	443	BENIGN
190,688	1,798.943396	6,815.065796	48,041	10,029.9497	0	0	1,001.607477	992.333333	1,071.316249	2,896	570	0	1,764.016667	842.255014	2,896	562,028.0248	47	60	1,331	105,841	314.650109	1	0	0	29,200	61	443	BENIGN
118,946	2,643.244444	7,136.207186	23,269	10,046.95397	0	0	1,035.695652	1,013.659574	1,267.748625	4,344	570	0	1,858.92	1,211.713866	4,344	400,534.6964	21	25	1,169	46,473	210.179409	1	0	0	29,200	61	443	BENIGN
23,623	400.389831	2,407.127592	18,569	3,550.558363	0	0	968.233333	952.360656	1,083.796138	2,896	6	6	1,810	822.408736	2,896	2,458,959.489	28	32	168	57,920	1,354.612031	0	1	0	0	61	443	BENIGN
148,237	1,385.392523	5,056.007739	23,228	7,381.138461	0	0	1,032.444444	1,022.972477	1,113.723189	4,344	570	0	1,836.416667	874.151119	4,344	752,200.8675	48	60	1,319	110,185	404.757247	1	0	0	29,200	61	443	BENIGN
142,601	1,411.891089	5,211.045551	23,367	7,658.848706	0	0	1,093	1,082.38835	1,188.708594	4,344	570	0	1,933.070175	956.258854	4,344	781,803.7742	45	57	1,301	110,185	399.716692	1	0	0	29,200	61	443	BENIGN
190,581	1,797.933962	6,844.318487	48,688	9,977.946551	0	0	1,001.663551	992.388889	1,107.243878	4,344	570	0	1,793.915254	900.924205	4,344	562,375.0531	48	59	1,337	105,841	309.579654	1	0	0	29,200	61	443	BENIGN
144,000	1,440	5,288.945821	24,530	7,749.252277	0	0	1,104	1,093.176471	1,223.909459	4,344	570	0	1,967.589286	1,007.169423	4,344	774,333.3333	45	56	1,319	110,185	388.888889	1	0	0	29,200	61	443	BENIGN
142,239	1,481.65625	5,326.095858	23,158	7,820.074249	0	0	1,089.752577	1,078.632653	1,211.607643	4,344	570	0	1,933.203704	1,009.42467	4,344	743,157.6431	43	54	1,313	104,393	379.642714	1	0	0	29,200	61	443	BENIGN
143,462	1,292.45045	4,976.439532	23,271	7,341.58903	0	0	995.625	986.814159	1,058.159863	4,344	570	0	1,748.968254	824.421106	4,344	777,279.0007	49	63	1,325	110,185	439.140678	1	0	0	29,200	61	443	BENIGN
186,148	1,824.980392	6,698.65974	44,210	9,549.420573	0	0	1,040.446602	1,030.442308	1,181.93629	4,344	570	0	1,924.381818	962.649286	4,344	575,703.2039	48	55	1,325	105,841	295.463825	1	0	0	29,200	61	443	BENIGN
142,726	1,321.537037	5,047.507118	23,265	7,391.850728	0	0	969.889908	961.072727	1,036.357353	2,896	570	0	1,739.883333	785.939405	2,896	740,705.9681	49	60	1,325	104,393	420.385914	1	0	0	29,200	61	443	BENIGN
141,542	1,459.195876	5,272.667679	23,188	7,697.394923	0	0	1,048.897959	1,038.30303	1,146.053027	4,344	570	0	1,879.574074	911.959193	4,344	726,229.6703	44	54	1,295	101,497	381.512201	1	0	0	29,200	61	443	BENIGN
109,618	2,549.255814	6,881.422971	23,256	9,451.861648	0	0	1,016.954545	994.355556	1,255.38026	4,344	570	0	1,894.652174	1,180.86115	4,344	408,199.3833	21	23	1,169	43,577	209.819555	1	0	0	29,200	61	443	BENIGN
188,543	1,653.885965	6,330.098686	43,875	9,528.618534	0	0	931.982609	923.948276	974.288127	4,344	570	0	1,603.651515	763.195559	4,344	568,453.8805	49	66	1,337	105,841	350.052773	1	0	0	29,200	61	443	BENIGN
141,771	1,403.673267	5,209.030586	23,235	7,517.765192	0	0	1,022.509804	1,012.582524	1,173.242837	4,344	570	0	1,871.981818	987.674457	4,344	735,665.263	47	55	1,337	102,959	387.949581	1	0	0	29,200	61	443	BENIGN
216,108	2,058.171429	8,002.078303	64,145	12,697.90822	0	0	1,051.924528	1,042.093458	1,167.197608	4,344	570	0	1,899.741379	942.998773	4,344	515,964.2401	48	58	1,319	110,185	268.384326	1	0	0	29,200	61	443	BENIGN
198,167	2,085.968421	6,999.961701	44,223	9,974.097306	0	0	1,071.145833	1,060.103093	1,239.302757	4,344	570	0	1,952.134615	1,063.607071	4,344	518,905.7714	44	52	1,319	101,511	262.404941	1	0	0	29,200	61	443	BENIGN

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