From ab5b1301fff531b5ab55af1101c6fcc1821e1890 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Mon, 17 Jul 2017 13:32:18 -0600 Subject: [PATCH 01/36] Add ctg dataset specifically for building neural network --- healthcareai/datasets/data/ctg.csv | 2127 ++++++++++++++++++++++++++++ 1 file changed, 2127 insertions(+) create mode 100644 healthcareai/datasets/data/ctg.csv diff --git a/healthcareai/datasets/data/ctg.csv b/healthcareai/datasets/data/ctg.csv new file mode 100644 index 0000000..b51daee --- /dev/null +++ b/healthcareai/datasets/data/ctg.csv @@ -0,0 +1,2127 @@ +id,LB,AC,FM,UC,DL,DS,DP,ASTV,MSTV,ALTV,MLTV,Width,Min,Max,Nmax,Nzeros,Mode,Mean,Median,Variance,Tendency,CLASS,NSP +1,120,0,0,0,0,0,0,73,0.5,43,2.4,64,62,126,2,0,120,137,121,73,1,9,2 +2,132,0.006379585,0,0.006379585,0.003189793,0,0,17,2.1,0,10.4,130,68,198,6,1,141,136,140,12,0,6,1 +3,133,0.003322259,0,0.008305648,0.003322259,0,0,16,2.1,0,13.4,130,68,198,5,1,141,135,138,13,0,6,1 +4,134,0.002560819,0,0.007682458,0.002560819,0,0,16,2.4,0,23,117,53,170,11,0,137,134,137,13,1,6,1 +5,132,0.006514658,0,0.008143322,0,0,0,16,2.4,0,19.9,117,53,170,9,0,137,136,138,11,1,2,1 +6,134,0.001049318,0,0.010493179,0.009443861,0,0.002098636,26,5.9,0,0,150,50,200,5,3,76,107,107,170,0,8,3 +7,134,0.001402525,0,0.012622721,0.008415147,0,0.002805049,29,6.3,0,0,150,50,200,6,3,71,107,106,215,0,8,3 +8,122,0,0,0,0,0,0,83,0.5,6,15.6,68,62,130,0,0,122,122,123,3,1,9,3 +9,122,0,0,0.001517451,0,0,0,84,0.5,5,13.6,68,62,130,0,0,122,122,123,3,1,9,3 +10,122,0,0,0.002967359,0,0,0,86,0.3,6,10.6,68,62,130,1,0,122,122,123,1,1,9,3 +11,151,0,0,0.000834028,0.000834028,0,0,64,1.9,9,27.6,130,56,186,2,0,150,148,151,9,1,10,2 +12,150,0,0,0.000983284,0.000983284,0,0,64,2,8,29.5,130,56,186,5,0,150,148,151,10,1,10,2 +13,131,0.005076142,0.072335025,0.007614213,0.002538071,0,0,28,1.4,0,12.9,66,88,154,5,0,135,134,137,7,1,6,1 +14,131,0.009077156,0.222390318,0.006051437,0.001512859,0,0,28,1.5,0,5.4,87,71,158,2,0,141,137,141,10,1,2,1 +15,130,0.005838198,0.407839867,0.004170142,0.00500417,0,0.000834028,21,2.3,0,7.9,107,67,174,7,0,143,125,135,76,0,6,1 +16,130,0.005571031,0.380222841,0.004178273,0.004178273,0,0.001392758,19,2.3,0,8.7,107,67,174,3,0,134,127,133,43,0,6,1 +17,130,0.00608828,0.441400304,0.00456621,0.00456621,0,0,24,2.1,0,10.9,125,53,178,5,0,143,128,138,70,1,6,1 +18,131,0.00152439,0.382621951,0.00304878,0.004573171,0,0.00152439,18,2.4,0,13.9,107,67,174,5,0,134,125,132,45,0,7,2 +19,130,0.00284495,0.450924609,0.0056899,0.004267425,0,0.001422475,23,1.9,0,8.8,99,59,158,6,0,133,124,129,36,1,6,1 +20,130,0.00505476,0.469250211,0.00505476,0.0042123,0,0.00084246,29,1.7,0,7.8,112,65,177,6,1,133,129,133,27,0,6,1 +21,129,0,0.340044743,0.004474273,0.002237136,0,0.003355705,30,2.1,0,8.5,128,54,182,13,0,129,104,120,138,0,8,3 +22,128,0.0046875,0.425,0.003125,0.003125,0,0.0015625,26,1.7,0,6.7,141,57,198,9,0,129,125,132,34,0,6,1 +23,128,0,0.333841463,0.00304878,0.00304878,0,0.00304878,34,2.5,0,4,145,54,199,11,1,75,99,102,148,-1,8,3 +24,128,0,0,0,0,0,0,80,0.5,0,6.8,16,114,130,0,0,126,124,125,1,1,9,3 +25,128,0,0,0.003311258,0,0,0,86,0.3,79,2.9,16,114,130,0,0,128,126,129,0,1,9,3 +26,124,0,0,0,0,0,0,86,0.3,72,4,12,118,130,1,0,124,124,125,0,0,9,3 +27,124,0,0,0,0,0,0,86,0.4,14,4.8,24,122,146,1,0,126,126,127,0,-1,9,3 +28,124,0,0,0,0,0,0,87,0.2,71,3.4,10,118,128,0,0,124,123,125,0,0,9,3 +29,132,0,0.135112594,0.000834028,0.008340284,0,0.000834028,29,4.4,0,10.5,141,50,191,7,1,133,119,129,73,0,7,2 +30,132,0,0.098784195,0,0.012158055,0,0,26,6,0,5,143,50,193,10,0,133,113,117,89,0,7,1 +31,132,0,0.107589658,0.001668057,0.01000834,0,0,26,4.5,0,12.5,149,50,199,9,0,133,120,126,56,0,7,1 +32,132,0,0.111898017,0.004249292,0.014164306,0,0,22,6.9,0,6.3,149,50,199,10,0,123,112,115,66,0,7,1 +33,132,0,0.088642659,0.001385042,0.009695291,0,0,29,2.9,0,15.1,144,50,194,11,1,133,124,130,35,0,7,1 +34,120,0.007506255,0.102585488,0.000834028,0.000834028,0,0,28,3.4,0,21.7,126,55,181,13,0,121,124,126,25,0,2,1 +35,120,0.009104704,0.084977238,0.001517451,0.001517451,0,0,28,3.2,0,12.4,128,53,181,9,1,129,125,127,25,0,2,1 +36,120,0.006060606,0.109090909,0.007272727,0,0,0,27,3.7,0,24.2,144,51,195,11,0,125,124,126,24,0,2,1 +37,115,0.00500417,0.079232694,0.00500417,0.002502085,0,0,23,3.4,0,18.8,130,52,182,9,0,119,116,118,21,0,6,1 +38,114,0.004559271,0,0.004559271,0.003039514,0,0,24,3.2,0,16.2,134,52,186,8,0,117,115,117,19,0,6,1 +39,115,0.006242197,0.064918851,0.003745318,0.001248439,0,0,22,3.6,0,19.6,138,50,188,8,0,117,117,119,21,0,2,1 +40,115,0.009109312,0.05465587,0.005060729,0,0,0,27,2.3,0,12.4,129,53,182,7,0,119,120,120,14,0,2,1 +41,114,0.008340284,0.057547957,0.006672227,0.000834028,0,0,28,2.2,0,12.2,98,55,153,7,1,119,119,120,13,0,2,1 +42,114,0.006069803,0.047040971,0.009104704,0,0,0,27,2.4,0,13.5,128,54,182,6,0,119,118,119,13,0,2,1 +43,116,0.001517451,0.037936267,0.004552352,0,0,0,40,1.6,1,13.3,93,55,148,6,0,127,124,127,9,1,1,1 +44,116,0.003861004,0.011583012,0.005148005,0,0,0,40,1.8,1,11.4,142,52,194,13,1,125,122,125,9,0,2,1 +45,122,0,0.017994859,0.002570694,0.005141388,0,0,22,4.4,0,15.2,150,50,200,7,0,119,113,117,24,0,7,1 +46,122,0,0.020143885,0.002877698,0.005755396,0,0,21,4.7,0,15.7,150,50,200,8,0,116,112,117,23,0,7,1 +47,122,0,0.0046875,0.0078125,0.003125,0,0,17,4.9,0,22.1,145,53,198,13,0,127,122,126,25,0,2,1 +48,122,0.002232143,0.003348214,0.005580357,0.002232143,0,0,20,5,0,21.1,148,50,198,11,0,127,124,127,28,0,6,1 +49,122,0.003003003,0.006006006,0.006006006,0.006006006,0,0,22,7,0,16.6,149,50,199,7,0,129,118,124,75,0,6,1 +50,158,0.00500417,0,0.007506255,0.000834028,0,0,27,1.7,0,14.9,120,77,197,7,0,170,168,170,14,1,2,1 +51,158,0.005390836,0,0.008086253,0,0,0,29,1.3,0,12.8,55,142,197,4,0,170,171,172,9,0,2,1 +52,156,0,0,0.012048193,0.00753012,0,0,43,4.1,0,22.2,150,50,200,7,1,151,142,152,72,1,7,1 +53,156,0,0,0.011331445,0.008498584,0,0.001416431,34,5.4,0,3.3,150,50,200,8,0,117,131,136,108,0,7,2 +54,150,0,0.000834028,0,0.000834028,0,0,61,0.5,40,6.2,31,130,161,2,0,154,152,154,1,1,10,2 +55,148,0,0.002502085,0,0,0,0,70,0.3,69,5.1,18,136,154,3,0,150,148,150,0,1,9,3 +56,149,0,0,0,0.001668057,0,0,57,1.2,54,12.8,126,58,184,12,1,150,148,151,8,1,7,2 +57,149,0,0,0,0.000903342,0,0,58,1.3,53,13.2,126,58,184,12,1,150,148,151,8,1,10,2 +58,146,0,0,0.006144393,0,0,0,39,0.8,38,5.5,18,148,166,1,0,154,155,156,1,0,1,1 +59,148,0,0,0.005181347,0,0,0,41,0.8,29,6.4,20,143,163,1,0,154,153,154,0,0,1,1 +60,144,0.008143322,0,0.006514658,0,0,0,33,1.1,0,6.2,100,78,178,5,0,149,152,152,8,1,2,1 +61,146,0.005082592,0,0.005082592,0,0,0,39,0.9,18,5.2,44,134,178,5,0,154,154,155,4,0,2,1 +62,146,0.004580153,0,0.004580153,0,0,0,39,0.8,21,5.2,28,143,171,2,0,154,153,154,1,0,2,1 +63,142,0,0,0.003311258,0,0,0,25,1.3,0,11.6,26,130,156,0,0,147,145,147,2,0,3,1 +64,136,0.002512563,0,0.005025126,0,0,0,24,1.5,0,11.2,111,74,185,11,0,140,140,141,2,0,3,1 +65,141,0.001282051,0,0.005128205,0,0,0,25,1.5,0,13.4,103,74,177,10,0,142,143,144,4,1,3,1 +66,150,0,0,0.004126547,0,0,0,40,0.8,37,5.7,18,143,161,1,0,153,153,154,0,0,1,1 +67,138,0.00130719,0,0.003921569,0,0,0,44,1,20,11.9,99,81,180,9,2,162,156,159,8,1,5,1 +68,140,0.00727802,0,0.004366812,0,0,0,34,1.2,0,10.3,60,119,179,2,0,156,153,155,5,0,2,1 +69,140,0.00727802,0,0.004366812,0,0,0,34,1.2,0,10.3,60,119,179,2,0,156,153,155,5,0,2,1 +70,144,0,0,0.004991681,0,0,0,46,0.8,1,13,37,132,169,4,0,162,158,160,5,1,5,1 +71,144,0.001234568,0,0.004938272,0,0,0,45,0.8,2,11.5,30,138,168,3,0,162,157,160,5,1,5,1 +72,140,0.00997009,0.005982054,0.002991027,0,0,0,52,1.6,0,16.2,104,68,172,0,0,144,147,147,14,1,2,1 +73,140,0.008130081,0.005420054,0,0,0,0,53,1.5,0,12.9,104,68,172,2,0,146,147,147,12,1,2,1 +74,140,0.008385744,0.004192872,0.004192872,0,0,0,52,1.9,0,17.7,108,68,176,2,0,144,147,147,18,1,2,1 +75,140,0.005943536,0.003467063,0.003467063,0,0,0,56,1.5,1,15.1,108,68,176,3,0,156,150,153,15,1,2,1 +76,154,0,0,0.003913894,0,0,0,65,0.9,0,13.4,92,74,166,2,0,156,158,159,2,1,10,2 +77,150,0,0,0.003134796,0,0,0,61,0.9,3,8.7,28,138,166,0,0,152,153,155,3,0,10,2 +78,145,0.007130125,0.008912656,0.001782531,0,0,0,36,1.4,0,13.6,119,57,176,3,1,148,150,150,12,1,2,1 +79,145,0.00297619,0.00297619,0.001488095,0,0,0,34,1.7,0,22.3,117,57,174,6,1,150,147,150,11,1,2,1 +80,145,0.004885993,0.009771987,0.004885993,0,0,0,35,1.9,0,21.3,140,56,196,5,0,148,150,151,12,1,2,1 +81,145,0,0.001988072,0.001988072,0,0,0,34,1.7,0,25.9,109,57,166,5,1,150,147,150,10,1,1,1 +82,145,0.001533742,0.007668712,0.003067485,0,0,0,40,1.4,0,18.4,140,56,196,9,1,148,148,149,7,0,1,1 +83,145,0,0.007211538,0.002403846,0,0,0,41,1.2,0,15.8,136,60,196,8,1,145,148,149,6,0,1,1 +84,145,0.014705882,0.008403361,0.00210084,0,0,0,43,1.5,0,0,109,63,172,5,0,156,156,158,11,1,4,1 +85,145,0.012711864,0.028248588,0.001412429,0,0,0,41,1.1,0,11.4,125,62,187,4,0,167,164,166,11,1,4,1 +86,145,0.014230272,0.025873221,0.001293661,0,0,0,40,1.1,0,1.2,113,73,186,4,0,165,163,165,11,1,4,1 +87,145,0.008278146,0,0.001655629,0,0,0,41,1.8,0,23.4,117,50,167,4,0,154,151,154,16,1,2,1 +88,139,0,0.107061503,0,0.002277904,0,0,38,1.5,0,13.3,134,53,187,5,0,133,136,138,6,0,3,1 +89,139,0,0.009111617,0,0,0,0,62,0.7,27,11.5,111,73,184,4,0,148,147,148,2,1,1,1 +90,139,0.001512859,0.003025719,0,0.003025719,0,0,51,2.2,0,7.1,148,52,200,12,4,147,137,145,55,0,7,2 +91,139,0.00152439,0.00152439,0.00152439,0,0,0,64,0.4,29,6.5,28,135,163,1,0,161,152,157,13,1,5,2 +92,148,0,0,0,0,0,0,67,0.4,67,4.9,15,139,154,4,0,150,149,151,0,1,10,2 +93,148,0,0.003325942,0,0,0,0,70,0.3,68,5.3,17,136,153,2,0,150,148,150,0,1,10,2 +94,148,0,0,0,0,0,0,68,0.3,75,4.5,25,128,153,3,0,150,149,151,0,1,9,3 +95,148,0,0.004651163,0.001550388,0,0,0,72,0.3,74,4.6,16,136,152,0,0,150,148,150,0,1,9,3 +96,148,0,0,0,0,0,0,58,0.5,7,9.5,21,135,156,1,0,150,149,151,1,1,1,1 +97,148,0,0,0,0,0,0,63,0.4,30,8.8,35,121,156,3,1,150,149,151,1,1,10,2 +98,148,0,0.001312336,0,0.001312336,0,0,60,0.5,49,4.8,83,78,161,3,0,154,152,154,1,1,10,2 +99,148,0,0.000830565,0,0.000830565,0,0,61,0.5,39,6.3,31,130,161,2,0,154,152,154,1,1,10,2 +100,125,0.009803922,0.006535948,0.001633987,0,0,0,19,1.9,0,6.8,96,101,197,8,1,133,131,133,5,-1,2,1 +101,125,0.00483871,0,0.001612903,0.003225806,0,0,25,1.7,6,11.6,93,72,165,3,0,133,128,132,10,0,6,1 +102,125,0.00500417,0.008340284,0.001668057,0.000834028,0,0,24,1.6,0,14.6,55,97,152,6,2,131,130,132,6,0,2,1 +103,125,0.007824726,0.012519562,0.001564945,0,0,0,24,1.6,0,17.3,84,68,152,4,0,132,132,133,5,1,2,1 +104,125,0.002564103,0.002564103,0,0,0,0,29,1.1,0,11,29,117,146,0,0,131,130,132,1,0,3,1 +105,125,0.003164557,0.015822785,0,0,0,0,22,1.9,0,15.8,82,68,150,5,1,132,130,133,6,1,3,1 +106,125,0.004170142,0.029190992,0.002502085,0.004170142,0,0,22,2.8,0,17.2,128,56,184,5,1,125,123,126,16,0,6,1 +107,125,0,0.049792531,0,0.008298755,0,0,22,3.9,0,13.1,145,52,197,7,1,121,117,121,23,0,7,1 +108,125,0.00742115,0.003710575,0.005565863,0.001855288,0,0,22,2.1,0,12.1,105,73,178,8,0,126,126,128,11,0,2,1 +109,125,0.006038647,0.053140097,0.006038647,0.004830918,0,0,20,2.5,0,7.1,134,63,197,8,1,125,125,127,16,0,6,1 +110,125,0,0.002808989,0,0,0,0,25,1.5,0,19.3,62,80,142,4,1,127,125,127,6,1,3,1 +111,125,0.00676819,0.057529611,0.001692047,0.00676819,0,0,23,2.2,0,4.4,122,78,200,10,0,131,125,128,20,0,6,1 +112,129,0.00500417,0.003336113,0.000834028,0,0,0,34,1.7,0,12.9,118,78,196,10,0,137,136,137,6,0,2,1 +113,129,0.004942339,0.003294893,0.004942339,0,0,0,35,1.3,0,10.1,92,101,193,6,0,136,134,135,4,0,2,1 +114,129,0,0.002941176,0.005882353,0,0,0,38,1.2,0,12.5,54,111,165,4,1,133,132,134,2,0,3,1 +115,129,0.007215007,0.008658009,0.008658009,0.011544012,0,0,22,5.2,0,0,145,50,195,13,1,139,122,129,86,0,6,1 +116,129,0,0.010989011,0.006593407,0.015384615,0,0,22,4.8,0,0,138,50,188,7,2,129,114,120,60,0,7,1 +117,123,0,0,0.006993007,0.002331002,0,0.002331002,26,4.3,0,19.4,146,50,196,8,1,126,105,113,117,0,8,3 +118,123,0.002502085,0,0.004170142,0.004170142,0,0,30,1.1,1,5.8,53,95,148,3,0,125,124,126,6,0,6,1 +119,123,0.001438849,0,0.004316547,0.005755396,0,0,29,1.1,0,3.9,56,92,148,3,0,123,122,124,6,0,7,1 +120,123,0.003508772,0,0.005263158,0.005263158,0,0,24,1.3,0,2.1,56,92,148,3,0,121,123,125,7,0,6,1 +121,123,0,0,0.00500417,0.004170142,0,0,47,1.1,31,7.4,130,59,189,14,2,129,122,127,15,0,7,1 +122,123,0,0,0.004709576,0.004709576,0,0,50,0.8,32,3.1,94,75,169,7,0,125,122,126,8,0,7,1 +123,123,0,0,0.004587156,0.006116208,0,0,45,1,19,3.8,85,59,144,8,1,124,119,125,14,1,7,1 +124,123,0.005607477,0,0.005607477,0.003738318,0,0,33,1.3,0,4.7,138,61,199,9,1,135,122,127,39,0,6,1 +125,123,0,0,0.006535948,0.004901961,0,0.001633987,28,1.4,0,4.5,77,61,138,3,1,114,112,115,15,1,7,2 +126,159,0,0,0.003336113,0,0,0,65,0.4,16,10.8,91,81,172,0,0,163,163,165,2,1,10,2 +127,159,0,0,0.004379562,0,0,0,69,0.3,21,6.4,15,153,168,0,0,163,163,164,0,1,10,2 +128,159,0,0,0.002747253,0,0,0,62,0.5,6,13.2,91,81,172,0,0,163,163,164,2,1,10,2 +129,159,0,0,0.002936858,0,0,0,65,0.4,11,6.8,15,153,168,0,0,163,162,164,0,1,10,2 +130,158,0,0,0,0,0,0,54,0.6,34,8,93,77,170,3,0,165,163,165,2,1,1,1 +131,158,0,0,0,0,0,0,55,0.5,38,5.8,15,156,171,0,0,165,164,166,0,0,1,1 +132,158,0,0,0,0,0,0,56,0.6,31,8.6,92,77,169,1,0,165,162,164,2,1,1,1 +133,158,0,0,0,0,0,0,57,0.5,58,4.3,11,159,170,0,0,165,165,166,0,0,1,1 +134,159,0.000834028,0,0.008340284,0,0,0,61,0.4,8,8.6,44,133,177,4,0,165,164,166,1,1,1,1 +135,159,0.001589825,0,0.009538951,0,0,0,58,0.5,0,7.9,44,133,177,4,0,163,164,166,2,1,1,1 +136,159,0,0,0.008064516,0,0,0,66,0.4,13,8.5,24,149,173,0,0,165,164,166,0,1,10,2 +137,159,0.001587302,0,0.00952381,0,0,0,58,0.5,0,7.8,44,133,177,4,0,163,164,165,2,1,1,1 +138,159,0,0,0.008517888,0,0,0,66,0.4,16,7.2,23,147,170,0,0,165,164,166,0,1,10,2 +139,159,0.000834028,0,0.007506255,0,0,0,57,0.5,8,9.1,40,148,188,0,0,167,169,170,5,0,5,2 +140,159,0.001545595,0,0.00927357,0,0,0,58,0.5,13,8,42,146,188,2,0,167,172,174,8,0,5,2 +141,159,0,0,0.005681818,0,0,0,57,0.5,0,8.1,22,155,177,1,0,170,167,168,2,0,1,1 +142,154,0.002502085,0,0.001668057,0.000834028,0,0,44,2,0,26.3,147,50,197,10,10,153,158,162,27,1,2,1 +143,154,0,0,0.00173913,0,0,0,48,0.9,0,12.7,90,93,183,4,0,167,161,163,8,1,5,2 +144,154,0.002945508,0,0.002945508,0,0,0,44,2,0,35.7,147,50,197,8,5,153,155,157,23,1,2,1 +145,143,0.00500417,0,0.002502085,0,0,0,50,1.2,7,16.9,121,57,178,10,0,146,147,148,10,1,2,1 +146,143,0.007824726,0,0.001564945,0,0,0,50,0.9,0,4.4,106,72,178,5,0,147,150,149,6,1,2,1 +147,143,0.00143472,0,0.00143472,0,0,0,51,1.1,10,18,100,72,172,8,1,147,146,147,4,1,1,1 +148,149,0.001668057,0,0.002502085,0,0,0,51,1,8,18.8,99,71,170,4,0,151,153,154,7,1,2,1 +149,149,0.002985075,0,0,0,0,0,51,0.9,9,10.6,94,77,171,4,1,153,154,154,5,1,2,1 +150,148,0.002364066,0,0.005910165,0,0,0,54,0.7,15,9,52,115,167,7,1,153,152,154,3,1,2,1 +151,148,0,0,0.003395586,0,0,0,57,0.5,20,9.6,48,115,163,5,0,153,152,153,1,1,1,1 +152,148,0,0,0.004065041,0,0,0,55,0.6,13,10.4,46,115,161,5,0,151,152,153,1,1,1,1 +153,140,0.00605449,0.001009082,0.004036327,0.001009082,0,0,41,1.7,0,8.3,121,52,173,12,1,159,149,154,30,1,4,1 +154,125,0.0041841,0,0.005578801,0,0,0,31,1.3,0,11.3,85,114,199,3,0,126,131,132,9,-1,2,1 +155,125,0,0,0.007518797,0,0,0,34,1.1,0,14.6,85,114,199,4,0,126,127,128,3,-1,1,1 +156,123,0.00219539,0,0.005488474,0,0,0,38,0.9,14,8.8,39,113,152,2,0,126,128,128,4,0,2,1 +157,123,0.001455604,0,0.005822416,0,0,0,39,0.8,12,8.9,28,113,141,2,0,126,126,127,1,0,1,1 +158,123,0.0016,0,0.0064,0,0,0,38,0.9,13,8,24,117,141,1,0,126,127,128,1,0,1,1 +159,123,0.006672227,0,0.005838198,0,0,0,34,0.9,11,3.3,31,116,147,1,0,126,128,128,3,-1,2,1 +160,123,0.007032349,0,0.005625879,0,0,0,33,0.9,6,3.4,33,116,149,2,0,126,128,128,3,0,2,1 +161,123,0.005649718,0,0.005649718,0,0,0,36,0.9,16,3.7,34,115,149,1,0,126,127,127,3,-1,2,1 +162,123,0.005235602,0,0.006980803,0,0,0,35,0.9,13,3.2,33,116,149,1,0,126,128,127,3,-1,2,1 +163,122,0.003968254,0,0.005952381,0.000992063,0,0,32,1.2,10,8.9,81,67,148,2,0,125,124,126,8,1,2,1 +164,122,0.004597701,0,0.005747126,0,0,0,32,1.1,12,8.4,65,83,148,2,1,125,125,126,4,0,2,1 +165,122,0.004322767,0,0.004322767,0,0,0,31,1.2,10,8.2,57,86,143,4,0,125,125,126,3,1,2,1 +166,134,0.002502085,0.007506255,0.000834028,0.000834028,0,0,56,3.2,0,41.8,130,54,184,1,0,138,135,139,25,0,2,1 +167,134,0.00281294,0.007032349,0.00140647,0,0,0,53,3.7,0,50.7,130,54,184,1,0,136,135,139,25,0,2,1 +168,134,0.001668057,0.004170142,0.001668057,0,0,0,67,1.5,3,25.8,138,54,192,2,0,136,136,137,7,0,2,1 +169,134,0.002898551,0.007246377,0.001449275,0,0,0,67,1.2,0,15.9,124,68,192,6,0,138,136,137,6,0,2,1 +170,116,0.001367989,0,0.002735978,0,0,0,46,0.7,39,5.5,44,91,135,4,0,120,120,122,1,1,1,1 +171,116,0,0,0.004178273,0.001392758,0,0,43,0.8,25,5.6,72,56,128,6,0,120,118,121,3,1,1,1 +172,116,0,0,0.004878049,0,0,0,48,0.6,26,5.5,12,114,126,1,0,120,120,122,0,0,1,1 +173,119,0.001404494,0,0.004213483,0.001404494,0,0,29,1.3,2,10.6,89,77,166,3,1,121,121,123,4,0,1,1 +174,119,0.001636661,0,0.003273322,0,0,0,30,1.3,2,11.6,89,77,166,3,2,121,122,123,3,0,1,1 +175,119,0.001893939,0,0.003787879,0,0,0,31,1.3,3,11.3,89,77,166,6,0,121,122,123,2,0,1,1 +176,119,0.004934211,0,0.004934211,0,0,0,31,1.4,0,10.7,134,58,192,7,0,127,127,127,7,0,2,1 +177,119,0,0,0.003460208,0,0,0,34,1.1,0,14,92,58,150,4,0,127,125,128,3,1,1,1 +178,119,0.007744434,0,0.004840271,0.000968054,0,0,30,1.8,0,10,129,69,198,9,0,132,132,135,20,0,2,1 +179,119,0.00255102,0,0.007653061,0.00255102,0,0,26,1.5,0,14.1,56,88,144,3,0,127,122,125,8,0,1,1 +180,121,0.011217949,0,0.003205128,0,0,0,33,1.9,0,6.5,139,59,198,11,0,142,137,140,18,0,2,1 +181,120,0.009433962,0,0.007075472,0,0,0,27,2,0,14.3,127,71,198,10,1,127,130,132,12,0,2,1 +182,138,0.017241379,0,0.00530504,0,0,0,35,5.3,0,4.5,148,52,200,11,2,146,157,161,72,1,4,1 +183,131,0,0,0,0.007518797,0,0,37,1.9,0,3.2,90,58,148,4,1,127,121,126,21,1,7,1 +184,132,0,0,0.006116208,0.00764526,0,0,38,2.6,0,10.6,128,51,179,7,1,133,125,130,25,0,7,1 +185,132,0.012562814,0,0.002512563,0.002512563,0,0,31,4.8,0,5.4,147,52,199,9,1,133,154,163,137,1,4,1 +186,132,0.004170142,0,0.007506255,0.005838198,0,0,36,3.4,0,15.3,145,53,198,6,2,133,136,134,65,0,6,1 +187,132,0,0,0.005263158,0,0,0,49,2,0,23.3,89,62,151,5,0,133,133,135,8,1,3,1 +188,138,0.00127551,0,0.003826531,0,0,0,43,1.1,20,11.3,44,129,173,8,2,162,155,159,8,1,5,2 +189,138,0.002209945,0,0.005524862,0,0,0,43,1,19,11.6,44,129,173,8,2,162,155,159,9,0,5,2 +190,138,0.006134969,0,0.00408998,0,0,0,32,1.3,0,9,60,119,179,2,0,158,152,155,8,0,2,1 +191,138,0,0,0.003963012,0,0,0,45,1,20,12.3,99,81,180,8,2,162,156,159,8,1,5,2 +192,144,0.001084599,0,0.004338395,0,0,0,44,0.8,2,11.9,33,135,168,4,0,162,157,160,5,1,5,2 +193,144,0.001730104,0,0.003460208,0,0,0,49,0.7,3,9.8,44,140,184,3,0,162,158,162,4,0,5,2 +194,144,0.001215067,0,0.004860267,0,0,0,46,0.8,2,11.5,31,138,169,3,0,162,158,161,5,1,5,2 +195,150,0,0,0.006355932,0,0,0,56,0.5,19,7.9,19,148,167,2,0,153,157,158,3,0,5,2 +196,150,0,0,0.007042254,0,0,0,54,0.5,13,7.7,16,147,163,2,0,153,155,157,2,0,1,1 +197,150,0,0,0.004893964,0,0,0,57,0.5,19,7.7,20,147,167,3,0,165,157,159,7,0,5,2 +198,145,0,0,0.002347418,0,0,0,49,0.6,3,11.6,27,140,167,0,0,159,156,158,3,1,5,2 +199,145,0.003305785,0,0.001652893,0,0,0,49,0.6,0,7,26,145,171,1,0,154,157,158,4,0,2,1 +200,120,0,0.013344454,0,0.000834028,0,0,53,0.7,7,12.2,77,56,133,6,0,123,121,123,3,1,1,1 +201,120,0,0.012704174,0,0,0,0,51,0.8,0,14.8,77,56,133,5,0,123,122,124,2,1,3,1 +202,120,0,0.016393443,0,0,0,0,56,0.5,12,8.5,30,103,133,2,0,120,121,122,1,0,1,1 +203,120,0,0.007707129,0,0,0,0,54,0.6,12,8.6,24,109,133,0,1,123,122,124,1,0,1,1 +204,120,0,0.014814815,0,0,0,0,57,0.6,0,9.5,21,112,133,0,0,125,123,124,1,0,1,1 +205,120,0,0.007556675,0,0,0,0,51,0.7,15,7.4,21,109,130,1,1,123,121,123,0,0,1,1 +206,120,0,0.01026694,0,0,0,0,56,0.5,12,7.6,18,115,133,0,0,123,122,123,1,0,1,1 +207,120,0,0.022284123,0,0,0,0,55,0.9,0,15.1,77,58,135,5,0,123,123,124,5,1,3,1 +208,120,0,0.026315789,0,0,0,0,53,0.8,0,15.3,69,62,131,3,0,125,121,124,5,1,3,1 +209,124,0.004545455,0.015151515,0.001515152,0,0,0,46,0.8,0,7.5,52,90,142,4,0,129,130,131,2,1,2,1 +210,124,0,0.006968641,0,0,0,0,59,0.6,0,7.6,25,111,136,0,0,129,129,130,0,1,1,1 +211,125,0.007506255,0.01501251,0.000834028,0,0,0,48,0.8,0,4.9,63,82,145,9,0,133,132,133,3,1,2,1 +212,125,0.003194888,0.009584665,0,0,0,0,51,0.6,0,4.9,16,125,141,1,0,133,132,134,0,0,1,1 +213,125,0.00990099,0.00990099,0.001650165,0,0,0,50,0.9,0,2.5,118,57,175,8,0,133,132,133,4,0,2,1 +214,125,0.005263158,0.021052632,0,0,0,0,47,0.8,0,6.1,75,68,143,3,0,133,132,133,2,1,2,1 +215,127,0.001668057,0.005838198,0.000834028,0,0,0,61,0.5,3,10.6,83,62,145,4,0,129,131,132,4,1,2,1 +216,127,0.00331675,0.004975124,0.001658375,0,0,0,58,0.5,0,8.3,38,113,151,3,0,129,134,136,6,0,2,1 +217,127,0,0.005434783,0,0,0,0,63,0.5,4,11.3,89,62,151,4,0,129,128,130,1,1,10,2 +218,127,0,0.005424955,0,0,0,0,61,0.6,4,11.5,89,62,151,4,0,131,129,131,2,1,10,2 +219,127,0.00500417,0.007506255,0.000834028,0.000834028,0,0,54,1,5,15.6,83,63,146,9,1,140,135,138,14,1,2,1 +220,127,0.005905512,0.003937008,0,0,0,0,53,0.8,0,17.9,104,64,168,3,0,136,134,136,5,1,2,1 +221,129,0.002502085,0.015846539,0,0,0,0,52,0.7,0,11.5,80,68,148,10,0,133,134,134,3,1,2,1 +222,129,0,0.017716535,0,0,0,0,55,0.5,1,7.5,23,120,143,3,0,133,133,134,1,0,1,1 +223,129,0.002132196,0.012793177,0,0,0,0,47,0.9,0,17.3,104,52,156,6,0,133,133,134,4,1,3,1 +224,129,0.005586592,0.016759777,0,0,0,0,44,1,0,4.8,36,120,156,2,0,133,133,133,3,0,1,1 +225,129,0.002232143,0.015625,0,0,0,0,53,0.6,1,5.3,34,122,156,3,0,133,134,135,1,0,1,1 +226,129,0,0.018907563,0,0,0,0,56,0.5,1,7.4,23,120,143,3,0,133,133,134,1,0,1,1 +227,127,0.006672227,0.00500417,0,0,0,0,48,1.1,2,14,84,64,148,2,0,133,132,134,7,1,2,1 +228,127,0.005873715,0.004405286,0,0,0,0,48,1.1,0,14.9,84,64,148,2,0,127,132,134,11,1,2,1 +229,127,0.006379585,0.003189793,0,0,0,0,47,1.1,0,12.6,83,64,147,2,0,129,131,132,7,1,2,1 +230,123,0.002502085,0.003336113,0,0,0,0,52,0.8,2,15.4,90,50,140,7,0,129,128,130,4,1,2,1 +231,123,0.003478261,0.005217391,0,0,0,0,55,0.7,0,8.9,71,81,152,4,0,129,129,130,3,1,2,1 +232,123,0,0,0,0,0,0,50,0.8,7,13.8,74,63,137,2,0,129,127,129,2,1,1,1 +233,123,0.003649635,0.005474453,0,0,0,0,55,0.7,0,8.6,71,81,152,4,0,129,129,130,3,1,2,1 +234,123,0,0,0,0,0,0,49,0.8,7,13.8,74,63,137,2,0,129,127,129,2,1,1,1 +235,123,0,0,0,0,0,0,49,0.8,7,13.8,74,63,137,2,0,129,127,129,2,1,1,1 +236,121,0.003336113,0.005838198,0,0,0,0,56,0.6,2,10.5,77,62,139,3,0,127,128,129,3,1,2,1 +237,121,0.002666667,0.008,0,0,0,0,52,0.6,2,8,21,117,138,0,0,125,127,128,2,0,1,1 +238,121,0.004942339,0.003294893,0,0,0,0,58,0.5,4,7.4,22,117,139,0,0,125,128,129,3,0,2,1 +239,125,0,0.00500417,0.000834028,0,0,0,66,0.3,46,5.8,21,112,133,0,0,125,124,126,0,0,10,2 +240,125,0,0.005228758,0.00130719,0,0,0,67,0.3,57,4.9,14,115,129,1,0,125,124,126,0,1,10,2 +241,125,0,0.008908686,0,0,0,0,68,0.3,75,3.5,8,120,128,0,0,125,125,126,0,0,9,3 +242,125,0,0.005020921,0.00083682,0.00083682,0,0,70,0.4,29,7.1,81,52,133,5,0,125,123,125,2,1,10,2 +243,125,0,0.00443459,0.002217295,0,0,0,66,0.4,20,6.7,22,109,131,1,0,120,121,122,1,0,10,2 +244,123,0,0,0.001410437,0,0,0,67,0.6,27,12.6,110,50,160,7,0,125,123,125,2,1,10,2 +245,123,0,0,0,0,0,0,70,0.5,33,8.3,71,89,160,5,0,123,124,126,1,0,10,2 +246,128,0.007670182,0.005752637,0.003835091,0,0,0,43,1.9,0,18.7,124,60,184,10,0,133,137,138,16,0,2,1 +247,128,0.00661157,0,0.008264463,0,0,0,48,1,0,11.7,99,60,159,3,0,138,137,139,6,1,2,1 +248,151,0.005838198,0.006672227,0.001668057,0,0,0,56,0.5,23,3.8,37,141,178,3,0,157,160,160,4,0,2,1 +249,151,0.010115607,0.00867052,0.002890173,0,0,0,50,0.7,0,0.9,37,141,178,2,0,161,162,163,4,0,2,1 +250,151,0.001919386,0.003838772,0,0,0,0,64,0.4,40,4.6,27,141,168,2,0,157,156,158,1,0,10,2 +251,148,0.002597403,0.01038961,0.002597403,0,0,0,61,0.5,26,7.4,26,139,165,2,0,153,152,154,2,0,10,2 +252,130,0,0.009163803,0.005727377,0,0,0,67,0.5,22,14.3,84,72,156,12,0,143,140,143,4,1,5,2 +253,130,0.001668057,0.008340284,0.003336113,0,0,0,57,0.6,26,14.3,91,65,156,7,0,129,131,133,10,1,2,1 +254,130,0,0,0,0,0,0,53,0.6,51,5,19,114,133,2,0,120,122,122,3,-1,1,1 +255,130,0,0.008561644,0.001712329,0,0,0,51,0.6,37,9.1,30,114,144,3,0,120,125,126,8,-1,1,1 +256,127,0.00677392,0,0.00677392,0.00508044,0,0,14,3.3,0,6.3,124,67,191,8,0,129,125,130,45,0,6,1 +257,127,0.00623053,0,0.007788162,0.004672897,0,0,12,3.4,0,5.7,130,58,188,8,0,129,122,129,41,0,6,1 +258,127,0.006535948,0,0.004901961,0.006535948,0,0,16,3.4,0,0,138,53,191,11,0,153,124,130,136,0,6,1 +259,127,0.011560694,0,0.007707129,0.003853565,0,0,13,3.8,0,1.3,138,53,191,12,1,133,126,131,41,0,6,1 +260,127,0.004329004,0,0.012987013,0.004329004,0,0,13,3.2,0,10.1,98,61,159,3,2,129,124,129,35,1,6,1 +261,127,0,0,0.004573171,0,0,0,22,1.5,0,12.3,91,107,198,5,1,135,132,134,3,-1,1,1 +262,127,0,0,0.006038647,0,0,0,23,1.5,0,13.2,91,107,198,6,0,135,134,135,4,-1,1,1 +263,127,0,0,0.00625,0,0,0,24,1.7,0,15.8,91,107,198,9,0,135,136,138,7,-1,3,1 +264,127,0,0,0.006349206,0,0,0,22,1.7,0,15.5,91,107,198,6,0,135,134,137,6,-1,3,1 +265,127,0,0,0.005479452,0,0,0,21,1.7,0,12.4,37,114,151,4,0,128,130,131,2,0,1,1 +266,128,0,0,0.005838198,0,0,0,30,1.2,0,14.2,77,119,196,3,0,148,154,155,13,0,5,2 +267,124,0.008050089,0,0.004472272,0,0,0,46,1,0,9.3,92,63,155,6,0,133,133,134,7,1,2,1 +268,124,0.006420546,0,0.006420546,0,0,0,45,0.9,0,9.2,91,60,151,5,0,133,132,134,5,1,2,1 +269,126,0.006802721,0,0.003401361,0,0,0,48,0.7,0,6.4,37,118,155,2,0,133,135,135,6,0,2,1 +270,126,0.005235602,0,0.003490401,0,0,0,49,0.7,0,9.7,90,63,153,2,0,133,133,134,4,1,2,1 +271,124,0.01000834,0,0.006672227,0.000834028,0,0,34,1,0,3.1,42,106,148,1,0,126,130,130,7,0,2,1 +272,124,0.012658228,0,0.006329114,0,0,0,34,1,0,0.9,39,110,149,3,0,129,130,131,5,0,2,1 +273,123,0.001668057,0,0.000834028,0,0,0,41,1.1,14,13.4,87,58,145,11,1,127,126,127,4,1,2,1 +274,123,0,0,0,0,0,0,32,1.1,0,16.9,76,66,142,3,0,125,125,125,4,1,3,1 +275,123,0,0,0,0,0,0,44,0.8,34,6.3,82,59,141,4,0,127,126,128,0,1,1,1 +276,123,0.003490401,0,0.001745201,0,0,0,37,0.9,0,12.8,79,66,145,2,0,125,127,127,4,1,2,1 +277,123,0,0,0,0,0,0,41,0.9,23,10.6,83,59,142,4,0,127,125,127,2,1,1,1 +278,123,0.000834028,0,0.004170142,0,0,0,54,0.5,9,8.4,29,116,145,4,0,126,128,129,3,0,1,1 +279,123,0,0,0.002766252,0,0,0,50,0.5,8,7.6,21,116,137,1,0,126,126,127,1,0,1,1 +280,120,0.004170142,0,0.009174312,0.001668057,0,0,50,1.6,7,8.1,118,53,171,7,2,125,126,127,14,0,2,1 +281,120,0.004754358,0,0.009508716,0,0,0,56,0.9,13,8.7,130,55,185,10,0,125,128,130,8,0,2,1 +282,118,0.004784689,0,0.009569378,0.003189793,0,0,41,2.5,0,5.8,119,52,171,6,0,123,122,124,19,0,2,1 +283,133,0.001689189,0.010135135,0.002533784,0.001689189,0,0,46,1.1,0,15.4,69,95,164,5,0,139,135,138,9,0,6,1 +284,133,0,0.003367003,0,0,0,0,45,0.9,0,17.9,38,121,159,3,0,133,135,136,5,0,3,1 +285,128,0.006884682,0.003442341,0.003442341,0,0,0,44,1.1,0,7.6,58,112,170,6,0,137,136,137,5,0,2,1 +286,143,0,0.004170142,0,0,0,0,67,0.4,34,7.5,27,129,156,3,0,151,146,149,3,1,10,2 +287,143,0,0.001666667,0,0,0,0,74,0.3,54,4.9,23,131,154,3,0,151,150,151,0,1,10,2 +288,144,0,0.006525285,0,0,0,0,61,0.5,7,9.5,39,125,164,3,0,144,143,144,1,0,10,2 +289,144,0,0.009070295,0,0,0,0,58,0.6,1,8.8,39,125,164,3,0,143,142,144,1,0,1,1 +290,144,0,0.002252252,0,0,0,0,75,0.3,58,4,10,144,154,2,0,151,150,152,0,1,10,2 +291,144,0,0.005370569,0,0,0,0,65,0.4,21,8.6,27,129,156,2,0,150,146,148,3,1,10,2 +292,142,0,0.005838198,0,0,0,0,61,0.7,52,12.2,79,71,150,12,0,143,142,144,3,1,10,2 +293,142,0,0.012552301,0,0,0,0,51,1.2,5,19.7,119,56,175,12,0,141,141,143,5,1,1,1 +294,142,0,0.005128205,0,0,0,0,57,0.8,32,14.5,100,56,156,10,0,144,142,144,3,1,1,1 +295,146,0,0.013344454,0,0,0,0,66,0.5,38,12.8,114,74,188,6,0,147,146,148,2,0,10,2 +296,146,0,0.018255578,0,0,0,0,74,0.5,59,13.4,111,74,185,4,0,147,147,148,2,0,10,2 +297,148,0,0.01501251,0,0,0,0,74,0.2,78,3.6,14,139,153,0,0,148,148,149,0,0,9,3 +298,148,0,0.012091898,0,0,0,0,75,0.2,84,2.9,7,145,152,1,0,148,148,149,0,0,9,3 +299,148,0,0.019117647,0,0,0,0,70,0.3,71,3.8,14,139,153,1,0,150,148,150,0,1,9,3 +300,148,0,0.025104603,0,0,0,0,72,0.3,59,4.3,14,139,153,1,0,150,148,150,0,1,10,2 +301,144,0,0.011676397,0,0,0,0,75,0.2,52,5.6,16,136,152,1,0,145,144,146,0,0,10,2 +302,144,0,0.006493506,0,0,0,0,77,0.2,62,3.8,12,138,150,2,0,144,144,146,0,0,10,2 +303,144,0,0.020408163,0,0,0,0,71,0.3,24,6.8,19,133,152,1,0,145,144,146,0,0,10,2 +304,145,0,0.018348624,0,0,0,0,75,0.3,39,7.8,54,131,185,3,0,145,144,146,0,-1,10,2 +305,145,0,0.020249221,0,0,0,0,77,0.2,45,5.8,21,129,150,1,0,146,145,147,0,1,10,2 +306,145,0,0.020618557,0,0,0,0,74,0.3,30,8.5,54,131,185,2,0,145,144,146,1,-1,10,2 +307,145,0,0.020249221,0,0,0,0,77,0.2,45,5.8,21,129,150,1,0,146,145,147,0,1,10,2 +308,132,0,0.005136986,0,0,0,0,61,0.4,35,5.7,18,126,144,1,0,134,135,136,0,0,10,2 +309,141,0,0.006972112,0,0,0,0,71,0.4,67,10.8,78,69,147,2,0,144,142,144,2,1,10,2 +310,141,0,0.002597403,0,0,0,0,77,0.3,72,3.2,9,138,147,1,0,144,143,145,0,1,9,3 +311,146,0,0.005591799,0,0,0,0,69,0.5,45,11,42,117,159,6,0,153,150,152,3,1,10,2 +312,146,0,0.004366812,0,0,0,0,76,0.3,58,4.4,18,135,153,2,0,150,149,151,0,1,10,2 +313,146,0,0.006726457,0,0,0,0,65,0.5,32,9.5,33,133,166,4,0,153,151,154,1,0,10,2 +314,146,0,0.014178482,0,0,0,0,72,0.3,41,6.9,35,120,155,4,0,147,146,148,0,1,10,2 +315,146,0,0.006012024,0,0,0,0,77,0.3,61,5.7,29,120,149,4,0,147,146,147,0,1,10,2 +316,146,0,0.020558003,0,0,0,0,68,0.3,23,7.2,20,136,156,1,0,147,147,148,1,0,10,2 +317,150,0,0.021684737,0,0,0,0,74,0.3,56,6.4,25,131,156,4,0,150,150,151,0,1,10,2 +318,150,0,0.024509804,0,0,0,0,79,0.2,84,2.8,5,147,152,1,0,150,149,151,0,0,9,3 +319,144,0,0.021684737,0,0,0,0,74,0.3,56,6.4,25,131,156,4,0,150,150,151,0,1,10,2 +320,150,0,0.024096386,0,0,0,0,79,0.2,84,2.8,5,147,152,1,0,150,149,151,0,0,9,3 +321,150,0,0.028301887,0,0,0,0,71,0.4,18,7.9,17,139,156,0,0,151,151,152,0,1,9,3 +322,150,0,0.015625,0,0,0,0,73,0.3,44,7.3,26,128,154,3,0,150,149,151,0,1,10,2 +323,135,0,0.000834028,0,0,0,0,56,1,39,16.4,89,67,156,8,0,143,140,142,6,1,5,2 +324,135,0,0,0,0,0,0,62,0.5,71,6.9,97,71,168,3,0,143,142,144,1,1,9,3 +325,135,0,0,0,0,0,0,62,0.5,71,6.9,97,71,168,3,0,143,142,144,1,1,9,3 +326,135,0.001668057,0.01501251,0,0,0,0,54,1,10,16.7,132,66,198,10,0,150,143,146,12,0,5,2 +327,144,0,0.018541409,0,0,0,0,76,0.4,61,10.6,81,71,152,3,0,145,144,146,2,1,10,2 +328,144,0,0.024213075,0,0,0,0,75,0.3,67,4.2,16,136,152,2,0,145,146,147,0,0,10,2 +329,146,0,0,0,0,0,0,84,0.2,81,2.9,10,140,150,1,0,146,145,147,0,0,9,3 +330,146,0,0.005802708,0,0,0,0,77,0.2,42,4.6,12,137,149,1,0,142,142,143,0,0,10,2 +331,146,0,0.003541913,0,0,0,0,78,0.2,57,4.3,12,137,149,1,0,144,143,145,0,0,10,2 +332,146,0,0.003921569,0,0,0,0,79,0.2,56,4.3,12,137,149,1,0,144,143,145,0,0,10,2 +333,146,0,0.009036145,0,0,0,0,77,0.3,20,4.8,12,137,149,0,0,142,143,145,0,0,10,2 +334,144,0,0.018541409,0,0,0,0,76,0.4,61,10.6,81,71,152,3,0,145,144,146,2,1,10,2 +335,144,0,0.010619469,0,0,0,0,79,0.3,77,7.9,80,71,151,2,0,145,144,146,1,1,9,3 +336,146,0,0.002502085,0,0,0,0,81,0.2,67,3.9,13,137,150,1,0,146,144,146,1,0,9,3 +337,137,0,0.015846539,0,0,0,0,64,0.5,12,10.9,85,68,153,2,0,143,142,143,3,1,10,2 +338,137,0,0.019157088,0,0,0,0,64,0.4,12,8.6,22,131,153,1,0,145,143,145,1,0,10,2 +339,137,0,0.021276596,0,0,0,0,65,0.4,11,8.1,20,133,153,1,0,145,144,146,1,0,10,2 +340,133,0,0,0,0,0,0,73,0.2,88,3.3,8,131,139,1,0,133,134,135,0,0,9,3 +341,133,0,0,0,0,0,0,75,0.2,91,2.9,7,131,138,1,0,133,134,135,0,0,9,3 +342,133,0,0,0,0,0,0,73,0.3,78,3.6,8,131,139,1,0,134,134,135,0,0,9,3 +343,133,0,0,0,0,0,0,73,0.3,84,3.5,8,131,139,1,0,134,134,135,0,0,9,3 +344,139,0,0.00500417,0,0,0,0,75,0.4,47,9.2,79,66,145,6,0,140,139,141,2,1,10,2 +345,139,0,0.001672241,0,0,0,0,77,0.2,41,5.3,17,128,145,1,1,142,141,143,0,1,10,2 +346,139,0,0.006593407,0,0,0,0,78,0.2,59,4.2,11,133,144,1,0,140,139,141,0,0,10,2 +347,139,0,0.007211538,0,0,0,0,77,0.2,55,4.3,11,133,144,1,0,140,139,141,0,0,10,2 +348,139,0,0.002785515,0,0,0,0,76,0.3,12,6.1,17,128,145,1,1,140,140,141,0,1,10,2 +349,141,0,0.01000834,0.000834028,0,0,0,78,0.2,61,4.7,13,133,146,1,0,143,141,143,0,1,10,2 +350,141,0,0.018828452,0.00209205,0,0,0,78,0.2,49,4.8,10,136,146,1,0,142,141,143,0,0,10,2 +351,141,0,0.007843137,0,0,0,0,75,0.3,49,4.6,9,136,145,1,0,143,141,143,0,1,10,2 +352,140,0,0.019448947,0,0,0,0,77,0.2,82,3.7,8,136,144,1,0,141,140,142,0,0,9,3 +353,140,0,0.022044088,0,0,0,0,78,0.2,86,3.4,8,136,144,1,0,141,140,141,0,0,9,3 +354,140,0,0.00177305,0,0,0,0,69,0.3,21,8.3,22,129,151,2,0,141,141,142,1,0,10,2 +355,140,0,0.005830904,0,0.002915452,0,0,67,0.4,25,7.1,25,122,147,1,0,142,138,141,4,1,10,2 +356,140,0,0.007029877,0,0.005272408,0,0,61,0.9,16,12.4,129,64,193,9,1,142,138,141,11,0,7,2 +357,130,0,0.009009009,0,0,0,0,59,0.5,15,9.8,53,95,148,4,0,142,138,142,4,1,5,2 +358,130,0.002132196,0.008528785,0,0,0,0,46,1.2,0,16.2,95,60,155,8,0,136,133,135,8,1,1,1 +359,133,0,0.009174312,0.002502085,0,0,0,60,0.5,14,11.4,80,68,148,4,0,137,136,138,2,1,10,2 +360,133,0,0.008908686,0.002227171,0,0,0,54,0.6,0,13.6,80,68,148,2,0,137,138,139,2,1,1,1 +361,133,0,0.00887574,0.00295858,0,0,0,64,0.4,25,6.4,15,129,144,2,0,136,135,137,0,0,10,2 +362,133,0,0.011428571,0.003809524,0,0,0,69,0.3,29,5.6,12,129,141,1,0,137,135,137,0,0,10,2 +363,135,0,0.012510425,0.001668057,0,0,0,67,0.3,67,5.5,28,116,144,4,0,136,135,137,0,1,10,2 +364,135,0,0.013303769,0.001108647,0,0,0,69,0.3,78,3.9,9,132,141,1,0,136,136,137,0,0,9,3 +365,135,0,0.015544041,0.001727116,0,0,0,70,0.3,84,3.5,9,132,141,1,0,136,136,137,0,0,9,3 +366,135,0,0.006430868,0.003215434,0,0,0,61,0.5,21,9.5,36,108,144,5,0,138,135,137,3,1,10,2 +367,135,0,0.018648019,0.002331002,0,0,0,63,0.4,60,4,8,133,141,1,0,136,136,137,0,0,10,2 +368,135,0,0.012605042,0.00210084,0,0,0,65,0.4,68,5,25,116,141,3,0,136,135,137,0,1,10,2 +369,133,0,0.008241758,0.002747253,0,0,0,61,0.5,4,7.8,16,128,144,1,0,135,135,136,0,0,10,2 +370,138,0,0.007506255,0.000834028,0.001668057,0,0,64,0.4,30,7,41,118,159,2,0,144,143,145,5,0,10,2 +371,138,0,0.001612903,0,0,0,0,68,0.3,21,7.2,22,128,150,1,0,144,142,144,1,1,10,2 +372,138,0,0.009324009,0.002331002,0.002331002,0,0,55,0.7,0,9.3,48,103,151,4,0,144,140,143,5,1,1,1 +373,138,0,0.012012012,0.001501502,0.001501502,0,0,60,0.5,32,6.8,56,103,159,4,0,151,144,145,9,1,10,2 +374,138,0,0.001412429,0,0.001412429,0,0,66,0.4,20,6.8,33,117,150,2,0,144,141,144,2,1,10,2 +375,138,0,0.009310987,0.001862197,0.001862197,0,0,60,0.5,9,8.7,47,103,150,3,0,144,140,144,4,1,10,2 +376,141,0,0.0171875,0.0015625,0.0015625,0,0,60,0.4,41,5.6,38,121,159,3,0,154,149,154,8,1,5,2 +377,141,0.00500417,0.023352794,0.001668057,0.000834028,0,0,53,1,28,5.2,123,57,180,13,0,154,149,154,10,1,5,2 +378,141,0.009469697,0.022727273,0,0,0,0,46,1.1,2,2.9,114,58,172,7,0,154,149,152,8,1,2,1 +379,141,0.001340483,0.020107239,0.001340483,0.001340483,0,0,59,0.5,38,6.1,38,121,159,3,0,154,149,154,8,1,5,2 +380,141,0.001246883,0.019950125,0.001246883,0.001246883,0,0,56,0.5,17,7.4,51,121,172,4,0,154,148,152,7,0,5,2 +381,141,0.008,0.024,0.0016,0.0016,0,0,50,0.9,1,4.3,114,58,172,7,0,148,147,151,7,1,2,1 +382,129,0.009174312,0.035029191,0.002502085,0,0,0,41,1.1,0,2.9,135,65,200,4,1,133,147,142,60,0,4,1 +383,131,0.012195122,0.054200542,0.002710027,0,0,0,37,1.4,0,3.7,135,65,200,5,1,139,154,148,70,0,4,1 +384,131,0.005934718,0.029673591,0,0,0,0,44,0.8,0,4.6,65,125,190,1,0,137,146,140,38,-1,2,1 +385,133,0.004504505,0.004504505,0,0,0,0,48,0.7,0,6.3,28,125,153,1,0,135,137,137,2,0,1,1 +386,129,0.008653846,0.048076923,0.002884615,0.000961538,0,0,36,1.5,0,17.9,134,61,195,11,2,186,154,147,157,0,4,1 +387,129,0.011312217,0.088235294,0.004524887,0,0,0,36,1.5,0,0,99,99,198,3,1,186,163,169,106,1,4,1 +388,129,0.010989011,0.03021978,0.002747253,0,0,0,37,1.2,0,8.6,102,93,195,8,0,187,157,153,137,0,4,1 +389,129,0.006060606,0.006060606,0,0,0,0,39,1.1,0,11.7,105,55,160,3,2,127,136,137,21,1,2,1 +390,129,0.008264463,0.053719008,0.002066116,0,0,0,37,1.3,0,12.1,140,55,195,7,4,186,151,144,177,0,2,1 +391,129,0.009819967,0.042553191,0.003273322,0,0,0,36,1.4,0,9.4,140,55,195,5,3,143,148,143,52,0,2,1 +392,143,0,0,0.000834028,0,0,0,59,0.5,29,9.8,37,120,157,5,1,146,146,147,2,1,1,1 +393,143,0,0,0,0,0,0,70,0.3,49,5.3,13,137,150,1,0,146,144,146,0,0,10,2 +394,143,0,0,0.001841621,0,0,0,46,0.9,0,11.8,116,68,184,5,1,150,147,149,4,1,1,1 +395,143,0,0,0.001342282,0,0,0,56,0.6,12,12.2,116,68,184,5,1,145,145,147,3,1,1,1 +396,143,0,0,0.001068376,0,0,0,63,0.5,35,9.9,37,120,157,5,1,146,145,146,2,1,10,2 +397,143,0,0,0.001540832,0,0,0,51,0.8,9,13.1,116,68,184,6,1,145,147,148,3,1,1,1 +398,148,0,0,0,0,0,0,65,0.4,20,6.7,21,141,162,1,0,157,155,157,1,1,10,2 +399,148,0,0,0,0,0,0,65,0.4,21,6.5,17,145,162,0,0,156,155,157,0,0,10,2 +400,150,0.001550388,0,0,0.003100775,0,0,47,1.4,10,12.1,145,52,197,8,0,159,154,157,13,1,7,2 +401,150,0,0,0,0,0,0,53,0.5,62,4.5,14,151,165,0,0,161,159,161,1,0,10,2 +402,150,0,0,0,0.002673797,0,0,47,1.1,15,7.1,136,61,197,5,0,159,154,157,8,1,1,1 +403,151,0,0,0,0,0,0,48,0.6,68,4,8,154,162,0,0,159,158,160,0,0,10,2 +404,151,0,0,0,0,0,0,47,0.7,70,3.9,8,154,162,0,0,159,158,160,0,0,9,3 +405,150,0,0,0,0.002502085,0,0,73,0.9,47,4.8,148,51,199,8,0,154,150,155,29,1,7,2 +406,150,0,0,0,0.004716981,0,0,70,1.4,48,4.4,149,51,200,10,0,154,147,155,54,1,7,2 +407,150,0,0,0,0,0,0,78,0.2,51,4.8,11,146,157,1,0,154,153,155,0,1,10,2 +408,150,0,0,0,0,0,0,76,0.3,31,5.4,11,146,157,1,0,154,153,155,0,1,10,2 +409,150,0,0,0,0.001215067,0,0,76,0.2,43,5.2,35,123,158,1,0,154,153,155,1,1,10,2 +410,150,0,0,0,0,0,0,78,0.2,50,4.8,12,146,158,0,0,154,154,155,0,1,10,2 +411,147,0,0,0.000834028,0,0,0,66,0.4,16,7.4,80,74,154,1,0,148,146,148,1,1,10,2 +412,147,0,0,0.001594896,0.001594896,0,0,71,0.3,17,5.8,15,139,154,0,0,143,145,146,1,0,10,2 +413,147,0,0,0,0,0,0,60,0.4,12,5.5,10,144,154,0,0,150,149,150,0,0,10,2 +414,147,0,0,0,0,0,0,63,0.4,12,8.1,80,74,154,1,0,148,147,149,1,1,1,1 +415,135,0.001890359,0,0.00094518,0,0,0,59,0.6,4,9.3,118,70,188,3,0,140,140,141,3,0,1,1 +416,135,0,0,0,0,0,0,55,0.6,0,7.4,21,131,152,2,0,135,139,141,4,0,1,1 +417,135,0.002415459,0,0,0,0,0,63,0.5,8,5.4,33,133,166,1,0,141,142,143,1,-1,10,2 +418,137,0.000834028,0,0.000834028,0,0,0,68,0.4,47,5.8,65,135,200,3,0,143,143,144,1,-1,10,2 +419,137,0,0,0,0,0,0,74,0.3,71,4,13,135,148,1,0,140,141,142,1,0,9,3 +420,137,0.001572327,0,0.001572327,0,0,0,63,0.5,9,7.8,75,125,200,4,0,146,144,146,2,-1,10,2 +421,137,0.00120048,0,0,0,0,0,70,0.4,48,4.7,66,134,200,3,0,140,142,143,3,-1,10,2 +422,143,0,0,0.003336113,0,0,0,65,0.6,14,13.3,38,120,158,5,0,145,145,146,2,0,10,2 +423,143,0,0,0.003159558,0,0,0,64,0.6,26,11.6,85,73,158,7,1,146,145,147,2,1,10,2 +424,143,0,0,0.002487562,0,0,0,65,0.5,0,9.2,23,129,152,2,1,143,143,145,1,0,10,2 +425,143,0,0,0.00212766,0,0,0,65,0.6,7,12.9,29,129,158,4,1,150,145,146,5,0,10,2 +426,156,0,0.002252252,0.004504505,0,0,0,53,0.6,6,10.8,27,141,168,2,1,163,159,161,2,1,1,1 +427,156,0,0.00128866,0.005154639,0,0,0,53,0.8,3,19.7,91,102,193,3,0,161,159,161,3,0,1,1 +428,120,0.012510425,0.005838198,0.002502085,0,0,0,40,1.3,0,7.1,89,68,157,5,1,133,134,136,9,1,2,1 +429,121,0.011695906,0.00877193,0.001461988,0,0,0,39,1.3,0,6.6,98,102,200,7,1,133,131,132,8,-1,2,1 +430,121,0.011312217,0.00678733,0.001131222,0,0,0,39,1.3,0,6.9,132,68,200,8,1,133,132,134,8,0,2,1 +431,121,0.011387164,0.005175983,0.002070393,0,0,0,39,1.2,0,7.5,86,68,154,7,1,133,133,135,8,1,2,1 +432,125,0.008340284,0,0,0,0,0,41,1.2,0,11.4,63,98,161,4,0,138,135,137,6,0,2,1 +433,125,0.011188811,0,0,0,0,0,37,1.6,0,12.2,126,68,194,3,1,127,133,134,12,0,2,1 +434,125,0.006973501,0,0,0,0,0,44,0.9,0,7.7,38,118,156,3,0,138,137,139,3,0,2,1 +435,151,0,0,0.005838198,0.005838198,0,0,63,1.3,21,8.2,150,50,200,8,3,156,149,156,44,1,7,2 +436,151,0,0,0.007692308,0.005128205,0,0,60,0.9,17,3.4,124,50,174,8,0,156,148,155,37,1,7,2 +437,151,0,0,0.005540166,0.005540166,0,0,64,1.1,26,3,150,50,200,11,2,156,150,156,38,1,7,2 +438,151,0,0,0.007822686,0.005215124,0,0,61,1.3,15,10.5,150,50,200,8,1,156,148,155,42,1,7,2 +439,151,0,0,0.006417112,0.004278075,0,0,57,2.6,16,28.4,149,51,200,12,8,156,150,157,56,1,7,2 +440,151,0,0,0.00618238,0.00618238,0,0,53,2.9,3,21.4,149,51,200,11,7,156,147,155,75,1,7,2 +441,142,0.000834028,0.002502085,0.000834028,0.001668057,0,0,55,1.3,10,15.5,115,52,167,12,3,148,143,147,17,1,7,1 +442,142,0.001136364,0.003409091,0.001136364,0.002272727,0,0,55,1.3,10,10,115,52,167,15,3,148,142,147,20,1,7,1 +443,144,0,0.003336113,0,0.000834028,0,0,60,0.6,7,8.5,110,57,167,3,0,144,149,149,10,1,5,2 +444,144,0,0.002624672,0,0,0,0,61,0.4,8,6.7,16,140,156,0,0,148,147,149,0,0,10,2 +445,144,0,0.002824859,0,0,0,0,58,0.5,5,7.8,26,141,167,1,0,147,151,151,6,-1,5,2 +446,142,0,0.003821656,0,0,0,0,68,0.3,39,6.7,15,136,151,1,0,142,142,143,0,0,10,2 +447,142,0,0.005859375,0,0,0,0,69,0.3,39,6.5,14,137,151,1,0,142,142,143,0,0,10,2 +448,142,0,0.004225352,0,0,0,0,68,0.3,38,6.7,15,136,151,1,0,142,142,143,0,0,10,2 +449,135,0.004170142,0.003336113,0,0,0,0,59,0.5,13,6.6,95,70,165,5,0,142,141,143,2,1,2,1 +450,135,0.001233046,0.002466091,0,0,0,0,58,0.6,15,8,95,70,165,5,0,139,140,141,2,1,1,1 +451,135,0,0.002967359,0,0,0,0,59,0.5,16,8.5,40,113,153,4,0,139,139,140,1,0,1,1 +452,135,0.007462687,0.002985075,0,0,0,0,58,0.6,3,3.9,95,70,165,5,0,142,143,144,2,1,2,1 +453,127,0.009587728,0.005752637,0.003835091,0,0,0,43,1.9,0,18.5,124,60,184,10,0,133,137,138,16,0,2,1 +454,133,0,0.002502085,0.001668057,0,0,0,55,0.5,16,9.2,22,125,147,1,0,137,136,137,1,0,1,1 +455,133,0,0.002554278,0.002554278,0,0,0,58,0.5,17,8.9,22,125,147,2,0,136,136,137,1,0,1,1 +456,133,0,0.004431315,0.001477105,0,0,0,53,0.6,13,9.9,22,125,147,2,0,137,136,137,1,0,1,1 +457,131,0.007017544,0.05380117,0.004678363,0.001169591,0,0,34,2.2,0,19,107,52,159,2,0,133,135,137,22,1,2,1 +458,141,0.005838198,0,0.000834028,0,0,0,42,1.8,0,15.5,116,70,186,8,1,153,151,152,14,1,2,1 +459,141,0.003821656,0,0,0,0,0,45,1.1,0,16.1,100,70,170,1,0,153,151,152,7,1,2,1 +460,141,0.007532957,0,0.001883239,0,0,0,46,0.8,4,10.2,98,69,167,3,0,143,146,146,6,1,2,1 +461,120,0.002502085,0.001668057,0.001668057,0,0,0,62,0.4,13,7.9,35,106,141,2,0,120,122,122,3,0,2,1 +462,120,0,0.0016,0,0,0,0,69,0.3,21,7,19,114,133,2,0,120,120,121,0,-1,10,2 +463,120,0.004477612,0.001492537,0.002985075,0,0,0,56,0.5,0,8.8,35,106,141,1,0,125,125,126,3,0,2,1 +464,120,0.005838198,0.000834028,0.000834028,0,0,0,51,1.3,3,11.1,113,59,172,16,1,117,127,129,23,0,2,1 +465,120,0.003003003,0,0.001501502,0,0,0,53,0.8,3,10.1,93,71,164,7,0,117,127,128,21,0,2,1 +466,144,0,0.001668057,0.000834028,0.000834028,0,0,78,0.6,23,11,126,74,200,5,0,146,145,147,3,0,10,2 +467,144,0,0.001464129,0.001464129,0,0,0,83,0.3,31,5.8,38,132,170,2,0,144,144,145,0,-1,9,3 +468,144,0,0.001724138,0.001724138,0,0,0,84,0.3,31,5.7,38,132,170,2,0,144,143,145,0,-1,9,3 +469,144,0,0.001642036,0.001642036,0,0,0,84,0.3,34,5.5,38,132,170,2,0,144,143,145,0,-1,9,3 +470,151,0,0.001668057,0,0,0,0,81,0.4,28,6.6,34,130,164,2,0,152,152,153,1,0,9,3 +471,151,0,0.002047083,0,0,0,0,81,0.4,29,6.4,30,130,160,2,0,152,151,153,1,1,9,3 +472,150,0,0.003577818,0,0,0,0,82,0.4,38,5.2,12,148,160,0,0,152,154,155,1,0,9,3 +473,150,0,0,0.001390821,0,0,0,81,0.4,17,7.1,44,130,174,2,0,152,150,151,1,0,9,3 +474,150,0,0.003336113,0,0,0,0,80,0.4,24,8.5,52,124,176,1,0,150,152,153,2,0,9,3 +475,150,0,0.001340483,0,0,0,0,84,0.3,32,6.2,20,136,156,0,0,150,150,151,1,1,9,3 +476,150,0,0.002040816,0,0,0,0,84,0.3,37,5.2,16,140,156,0,0,150,150,151,0,0,9,3 +477,145,0,0,0.000834028,0.000834028,0,0,62,0.5,8,10.1,87,70,157,1,1,148,145,148,4,1,10,2 +478,145,0,0,0,0,0,0,66,0.4,9,7.7,22,135,157,1,0,148,148,149,0,0,10,2 +479,145,0,0,0.001142857,0.001142857,0,0,60,0.5,5,7.5,46,111,157,1,1,148,146,148,4,1,10,2 +480,145,0,0,0,0.001686341,0,0,57,0.5,0,7.3,46,111,157,1,1,150,146,149,6,1,1,1 +481,140,0,0,0.001488095,0,0,0,60,0.8,32,11.2,120,79,199,9,0,141,141,142,3,0,10,2 +482,140,0,0,0,0,0,0,64,0.5,37,7.6,76,84,160,5,0,141,140,142,1,1,10,2 +483,139,0.001841621,0.007366483,0,0,0,0,55,0.8,8,8.9,63,127,190,7,1,144,146,147,4,-1,5,2 +484,139,0.00140647,0.011251758,0,0,0,0,54,0.9,3,9.4,121,55,176,6,1,154,147,148,9,1,5,2 +485,143,0,0.001668057,0.000834028,0,0,0,61,0.6,17,14.4,84,74,158,10,1,145,144,146,3,1,10,2 +486,143,0,0.001438849,0,0,0,0,64,0.4,19,6.5,17,137,154,2,0,144,144,145,0,0,10,2 +487,127,0.008340284,0.003336113,0,0.000834028,0,0,35,1.2,0,5.1,119,62,181,6,0,133,138,134,27,0,2,1 +488,127,0.009077156,0.004538578,0,0,0,0,35,1.2,0,3.1,120,62,182,6,0,133,139,135,26,0,2,1 +489,127,0.00621118,0,0,0.001552795,0,0,33,1.3,0,6.9,96,79,175,4,0,129,135,133,27,0,2,1 +490,127,0.010067114,0.003355705,0,0,0,0,34,1.2,0,3.6,119,62,181,6,0,133,139,135,26,0,2,1 +491,120,0.010842369,0.058381985,0.000834028,0,0,0,35,2.4,0,11.4,121,55,176,10,0,167,149,157,72,1,4,1 +492,120,0.011235955,0.052434457,0,0,0,0,33,2.7,0,10.4,142,51,193,9,0,167,148,156,76,1,4,1 +493,120,0.012379642,0.085281981,0.001375516,0,0,0,36,2.1,0,0.9,140,53,193,13,0,167,151,158,56,1,4,1 +494,120,0.009104704,0.091047041,0.001517451,0,0,0,36,1.8,0,10.9,124,53,177,6,0,163,152,160,42,1,4,1 +495,127,0.013745704,0.026345934,0.002290951,0,0,0,35,2.2,0,5.7,113,61,174,13,1,133,143,143,39,1,4,1 +496,127,0.011041009,0.033123028,0.001577287,0,0,0,38,1.4,0,7.2,113,61,174,6,1,129,144,141,45,1,4,1 +497,130,0.014178482,0.091743119,0.000834028,0,0,0,32,2.4,0,9.5,120,50,170,10,0,159,150,155,27,1,4,1 +498,130,0.0155521,0.083981337,0.00155521,0,0,0,34,2.1,0,3,132,50,182,8,0,159,151,155,25,1,4,1 +499,130,0.015258216,0.115023474,0,0,0,0,31,2.6,0,14,120,50,170,12,0,157,151,156,24,1,4,1 +500,130,0.013819095,0.084170854,0.001256281,0,0,0,34,2.1,0,5.6,132,50,182,10,0,159,150,155,26,1,4,1 +501,131,0.014178482,0.01501251,0.000834028,0,0,0,29,3.7,0,4.8,120,51,171,11,1,150,144,151,33,1,4,1 +502,131,0.014725569,0.017402945,0.001338688,0,0,0,31,3.2,0,7.1,133,53,186,10,1,150,144,149,25,1,4,1 +503,130,0.008340284,0.013344454,0.004170142,0,0,0,36,1.9,0,20.5,118,54,172,6,0,154,148,154,26,1,4,1 +504,130,0.008287293,0.013812155,0.005524862,0,0,0,34,2.1,0,17.2,118,52,170,5,0,159,146,151,39,1,4,1 +505,128,0.008253095,0.013755158,0.004126547,0,0,0,40,1.1,0,12.7,123,59,182,7,0,129,139,136,25,0,2,1 +506,128,0.005970149,0.014925373,0.004477612,0,0,0,39,1.2,0,12.8,123,59,182,8,0,129,138,135,25,0,2,1 +507,157,0.007506255,0.003336113,0.001668057,0,0,0,49,0.7,0,4.9,39,153,192,0,0,163,166,166,6,-1,2,1 +508,157,0.006382979,0.004255319,0.00212766,0,0,0,50,0.6,0,5.6,39,153,192,1,0,165,166,166,4,-1,2,1 +509,157,0.008978676,0.004489338,0.001122334,0,0,0,48,0.7,0,5.3,39,153,192,1,0,163,167,166,6,-1,2,1 +510,157,0.007886435,0,0.003154574,0,0,0,49,0.7,0,3.3,38,154,192,2,0,161,167,166,9,-1,2,1 +511,154,0.005838198,0.001668057,0.002502085,0,0,0,48,0.7,0,7.4,66,123,189,3,2,161,164,164,8,0,2,1 +512,154,0.00747198,0.00124533,0.00249066,0,0,0,45,0.8,0,3.5,47,142,189,2,1,161,166,165,10,0,2,1 +513,154,0.00257732,0.00257732,0.00257732,0,0,0,56,0.6,1,9.2,31,140,171,1,0,161,160,162,2,1,1,1 +514,154,0.002923977,0,0,0,0,0,56,0.6,0,5.4,26,153,179,1,1,161,161,162,1,-1,10,2 +515,130,0.008340284,0.035029191,0.00500417,0,0,0,43,1,0,5.1,88,71,159,5,1,133,142,142,17,1,2,1 +516,130,0.005738881,0.032998565,0.004304161,0,0,0,46,0.8,0,6.9,88,71,159,3,0,133,141,139,15,1,2,1 +517,130,0.008665511,0.029462738,0.005199307,0,0,0,42,1,0,3.7,105,76,181,3,0,133,141,140,15,0,2,1 +518,130,0.009150327,0.040522876,0.003921569,0,0,0,43,1,0,4.1,110,71,181,3,0,153,143,146,17,1,4,1 +519,126,0.00500417,0.024186822,0.004170142,0,0,0,41,1.3,2,10.7,127,66,193,9,0,129,133,133,11,0,2,1 +520,126,0.00764526,0.039755352,0.004587156,0,0,0,42,1.5,0,7.8,147,51,198,9,0,133,136,134,13,0,2,1 +521,126,0.001620746,0.004862237,0.003241491,0,0,0,40,1.1,4,12.5,86,66,152,3,0,129,129,131,3,1,1,1 +522,126,0,0,0,0,0,0,40,1.1,5,10.1,27,120,147,1,1,129,129,130,1,0,1,1 +523,158,0.007506255,0.026688907,0.001668057,0,0,0,41,0.9,0,13.2,47,151,198,4,0,186,178,180,15,0,4,1 +524,158,0.009668508,0.029005525,0.002762431,0,0,0,41,0.8,0,0,45,153,198,2,0,186,180,183,11,1,4,1 +525,158,0.009677419,0.030645161,0.003225806,0,0,0,40,0.9,0,0,40,158,198,1,0,186,182,186,9,1,4,1 +526,158,0.011655012,0.025641026,0,0,0,0,42,0.9,0,2.8,43,151,194,2,0,180,175,178,10,0,4,1 +527,142,0.01501251,0.062552127,0.001668057,0.000834028,0,0,36,1.9,0,2.5,148,51,199,12,0,180,164,171,53,1,4,1 +528,142,0.014064698,0.0604782,0.00281294,0,0,0,38,1.3,0,0,62,127,189,8,0,180,171,176,22,1,4,1 +529,142,0.012605042,0.050420168,0.00210084,0,0,0,38,1.1,0,0,76,112,188,2,0,176,173,176,11,1,4,1 +530,142,0.019283747,0.085399449,0,0,0,0,32,2.3,0,0,144,56,200,10,0,170,158,162,37,1,4,1 +531,142,0.0155902,0.071269488,0,0.002227171,0,0,32,3.1,0,1.6,149,51,200,10,0,167,154,160,55,1,4,1 +532,142,0.016423358,0.060218978,0.003649635,0,0,0,38,1.3,0,0,130,68,198,5,0,180,173,177,14,1,4,1 +533,137,0.00292113,0.00194742,0,0,0,0,59,0.8,24,13.4,97,70,167,8,0,143,144,145,5,1,2,1 +534,137,0,0.001282051,0,0,0,0,60,0.6,22,13.1,96,71,167,3,0,143,144,144,3,1,5,2 +535,137,0,0,0,0,0,0,63,0.5,36,7.5,96,71,167,3,0,143,141,143,1,1,10,2 +536,138,0.000834028,0.000834028,0,0,0,0,52,1,18,14.8,102,74,176,8,1,142,141,143,3,1,1,1 +537,138,0.001228501,0.001228501,0,0,0,0,55,0.7,22,6.7,102,74,176,4,0,142,141,142,1,0,1,1 +538,143,0,0.000834028,0,0,0,0,65,0.6,28,14.9,93,72,165,4,0,144,144,146,3,1,10,2 +539,143,0,0,0,0,0,0,66,0.5,28,13.5,93,72,165,4,0,144,144,146,2,1,10,2 +540,143,0,0,0,0,0,0,65,0.5,24,10.4,111,56,167,4,0,143,144,145,1,1,10,2 +541,145,0.00716479,0.001023541,0.001023541,0,0,0,51,0.8,0,8.7,92,74,166,4,0,159,155,157,5,1,2,1 +542,145,0.002824859,0.002824859,0,0,0,0,54,0.6,0,6.6,21,145,166,0,0,157,156,158,1,0,5,2 +543,140,0.00094518,0,0.00094518,0,0,0,52,0.8,0,16.2,108,57,165,7,0,146,145,147,4,1,1,1 +544,140,0,0,0.001795332,0,0,0,53,0.7,0,14.8,84,72,156,4,0,143,145,146,3,1,1,1 +545,145,0,0,0,0.000883392,0,0,66,0.4,31,7.4,30,124,154,4,0,146,145,147,1,1,10,2 +546,145,0,0,0.002061856,0,0,0,70,0.3,40,5.3,14,139,153,1,0,146,146,147,0,0,10,2 +547,145,0,0,0,0,0,0,63,0.4,23,10.4,31,123,154,4,0,146,144,147,1,1,10,2 +548,138,0,0.028708134,0.004784689,0.001594896,0,0,59,0.5,26,4.9,54,100,154,5,0,147,145,148,3,1,5,2 +549,141,0,0.001668057,0.003336113,0,0,0,58,0.5,15,8.1,23,130,153,1,0,144,143,145,1,0,1,1 +550,141,0,0,0.002554278,0,0,0,61,0.4,22,6.9,19,133,152,1,0,144,143,145,0,0,10,2 +551,141,0,0.002894356,0.004341534,0,0,0,60,0.5,22,7.8,25,128,153,1,0,146,144,146,1,1,10,2 +552,136,0.01000834,0,0.005838198,0,0,0,35,5.7,0,29.6,148,52,200,5,3,146,150,151,62,1,2,1 +553,136,0.015781923,0,0.004304161,0,0,0,35,4.9,0,5.2,148,52,200,11,2,146,159,162,74,1,4,1 +554,140,0.003336113,0,0.008340284,0.003336113,0,0,35,5,0,29.3,126,50,176,10,1,148,143,148,43,1,6,1 +555,140,0,0,0.00777605,0.00622084,0,0,35,4,0,23.1,127,50,177,9,1,143,137,143,27,1,7,1 +556,140,0.006430868,0,0.008038585,0,0,0,38,5.4,0,34.7,149,50,199,8,1,148,148,151,43,1,2,1 +557,140,0.002754821,0,0.008264463,0.004132231,0,0,38,3.5,0,21.7,127,50,177,5,0,143,141,145,25,1,6,1 +558,130,0.003336113,0,0.002502085,0.001668057,0,0,40,2.9,0,27.3,144,51,195,6,2,133,134,138,27,0,6,1 +559,130,0.004950495,0,0.004950495,0.00330033,0,0,36,2.5,0,8.7,144,51,195,7,2,133,134,134,38,0,6,1 +560,130,0.004347826,0,0.004347826,0.004347826,0,0,35,2.8,0,11.6,144,51,195,8,1,127,133,131,53,0,6,1 +561,130,0,0,0,0.007434944,0,0,37,1.8,0,3,90,58,148,4,1,127,121,126,21,1,7,1 +562,128,0.000834028,0,0.01000834,0.002502085,0,0,37,2.8,0,16,136,55,191,9,1,129,130,129,37,0,6,1 +563,128,0,0,0.010238908,0.005119454,0,0,46,2.1,0,11.6,114,50,164,8,1,129,123,128,17,1,6,1 +564,128,0.001658375,0,0.011608624,0.00331675,0,0,30,3.1,0,14.9,141,50,191,10,0,125,133,128,69,0,6,1 +565,128,0.002109705,0,0.010548523,0.002109705,0,0,28,3.4,0,20,137,54,191,9,1,125,137,130,79,0,2,1 +566,128,0.006672227,0,0.00500417,0.003336113,0,0,45,2.8,2,10.4,128,51,179,9,1,133,132,135,24,0,6,1 +567,128,0.006858711,0,0.004115226,0.005486968,0,0,43,2.5,0,3.9,149,50,199,11,1,133,130,133,21,0,6,1 +568,128,0.006906077,0,0.006906077,0.002762431,0,0,50,1.9,4,5.9,141,51,192,8,0,133,133,136,15,0,6,1 +569,128,0.007518797,0,0.007518797,0.006015038,0,0,42,2.4,0,4.5,149,50,199,12,2,133,130,133,24,0,6,1 +570,128,0.006672227,0,0.007506255,0.00500417,0,0,36,3.4,0,15.2,145,53,198,6,2,133,136,134,65,0,6,1 +571,128,0.001449275,0,0.007246377,0.005797101,0,0,39,2.7,0,18.9,128,51,179,6,0,133,125,130,24,0,7,1 +572,128,0.007317073,0,0.006097561,0.003658537,0,0,36,3.8,0,20.5,148,51,199,7,1,133,141,136,83,0,6,1 +573,128,0.006507592,0,0.006507592,0.004338395,0,0,36,3.8,0,18.5,145,53,198,7,2,133,139,135,79,0,6,1 +574,128,0.008741259,0,0.006993007,0.001748252,0,0,37,4.1,0,26.3,147,52,199,7,1,133,147,140,100,0,2,1 +575,128,0.01305483,0,0.002610966,0.002610966,0,0,34,4.9,0,16,147,52,199,7,2,133,155,163,137,1,4,1 +576,128,0,0,0.008223684,0.006578947,0,0,38,2.6,0,14.8,128,51,179,5,1,133,124,129,25,0,7,1 +577,128,0.002624672,0,0.00656168,0.005249344,0,0,39,2.6,0,17.1,128,51,179,7,0,133,126,132,22,0,6,1 +578,136,0.004048583,0.001349528,0,0.001349528,0,0,69,0.8,0,17.2,126,54,180,5,0,140,139,141,7,1,6,1 +579,120,0.003336113,0.008340284,0.004170142,0,0,0,41,1.1,0,9.2,71,105,176,6,0,123,131,127,30,-1,2,1 +580,120,0,0,0.003278689,0,0,0,45,0.8,0,11.2,27,109,136,2,0,123,124,126,2,0,1,1 +581,120,0.003144654,0,0.003144654,0,0,0,37,1.1,0,9.6,25,112,137,1,0,127,127,129,2,0,1,1 +582,120,0.002967359,0.007912957,0.003956479,0,0,0,41,1.1,0,9.9,67,105,172,4,0,123,127,126,16,-1,2,1 +583,120,0.00304878,0.00304878,0.00304878,0,0,0,40,1,0,8.7,64,112,176,4,0,123,132,128,31,-1,2,1 +584,120,0.003036437,0.006072874,0.004048583,0,0,0,42,1,0,9.4,67,109,176,7,0,123,131,127,31,-1,2,1 +585,120,0.000834028,0.007506255,0.002502085,0.000834028,0,0,42,1.1,0,12.9,116,54,170,10,0,115,118,117,14,0,2,1 +586,120,0,0.00618238,0.00309119,0.001545595,0,0,45,0.9,0,9.9,39,102,141,3,0,115,114,116,1,0,1,1 +587,120,0,0.005509642,0.005509642,0,0,0,40,1.1,0,14,29,106,135,1,0,121,119,121,3,0,1,1 +588,120,0.003407155,0.019591141,0.004258944,0,0,0,36,1.5,0,13.5,112,62,174,6,0,119,129,125,42,0,2,1 +589,120,0,0.010162602,0.004065041,0,0,0,38,1.3,0,15.8,59,103,162,6,0,119,118,120,4,-1,3,1 +590,120,0,0.005347594,0.002673797,0,0,0,38,1.3,0,16,59,103,162,4,0,119,120,121,4,-1,3,1 +591,120,0.005988024,0.026946108,0.005988024,0,0,0,35,1.7,0,9.6,127,62,189,7,0,125,136,132,49,0,2,1 +592,120,0.005763689,0.017291066,0.008645533,0,0,0,35,1.5,0,14.9,78,96,174,5,1,161,142,139,70,0,4,1 +593,120,0.007915567,0.018469657,0.007915567,0,0,0,35,1.6,0,2.1,96,78,174,7,0,161,141,138,75,0,4,1 +594,120,0.004304161,0.010043042,0.004304161,0,0,0,37,1.5,0,11.3,96,78,174,4,0,119,132,128,51,0,2,1 +595,148,0.001668057,0.004170142,0.003336113,0,0,0,77,0.5,3,9.6,32,140,172,2,0,150,152,153,2,0,2,1 +596,148,0,0.003225806,0.004301075,0,0,0,79,0.4,4,10,20,140,160,1,0,150,151,153,1,0,10,2 +597,148,0,0.001672241,0.005016722,0,0,0,82,0.4,5,8.4,18,142,160,0,0,150,151,151,0,0,9,3 +598,148,0,0.00308642,0.00462963,0,0,0,77,0.5,4,10.2,32,140,172,1,0,150,150,151,1,-1,9,3 +599,148,0,0.003952569,0.005270092,0,0,0,78,0.5,4,10,32,140,172,1,0,150,150,151,1,-1,10,2 +600,148,0,0.003831418,0.003831418,0,0,0,75,0.6,0,10.7,32,140,172,1,0,150,150,151,0,-1,10,2 +601,144,0.005838198,0.008340284,0.001668057,0.000834028,0,0,73,0.6,0,9.3,94,82,176,4,0,156,154,155,5,1,2,1 +602,144,0.001686341,0.010118044,0.001686341,0,0,0,76,0.6,0,11.8,54,126,180,2,0,156,153,155,5,0,5,2 +603,144,0.010416667,0.007440476,0.001488095,0.001488095,0,0,71,0.8,0,2.7,94,82,176,3,0,156,154,155,6,1,2,1 +604,144,0.007822686,0.006518905,0.001303781,0.001303781,0,0,73,0.7,0,5.2,98,82,180,3,0,156,154,157,5,1,2,1 +605,144,0.005063291,0.001265823,0,0,0,0,67,0.9,0,9.7,98,72,170,4,0,146,147,149,4,1,2,1 +606,147,0.007506255,0.009174312,0.002502085,0,0,0,71,0.7,0,9.5,82,116,198,2,0,156,158,159,10,0,2,1 +607,147,0.005479452,0.01369863,0.002739726,0,0,0,67,0.8,0,10.9,72,120,192,1,0,156,157,157,11,0,2,1 +608,148,0.008323424,0.004756243,0.003567182,0,0,0,73,0.7,0,9.9,82,116,198,2,0,158,159,159,11,0,2,1 +609,144,0.005838198,0.005838198,0.002502085,0,0,0,34,1.6,0,19.8,104,71,175,4,1,148,149,151,11,1,2,1 +610,144,0.009746589,0.009746589,0.001949318,0,0,0,36,1.4,0,11.5,119,57,176,2,1,148,150,150,12,1,2,1 +611,144,0.002469136,0.002469136,0.002469136,0,0,0,35,1.8,0,24.7,118,56,174,6,1,151,148,151,12,1,2,1 +612,144,0.005656109,0.004524887,0.002262443,0,0,0,33,1.7,0,21.5,103,71,174,5,1,150,149,151,10,1,2,1 +613,143,0.005181347,0.012953368,0.002590674,0,0,0,39,1.6,0,10,136,60,196,9,1,148,149,150,8,0,2,1 +614,146,0.009166667,0.003333333,0.000833333,0,0,0,41,1.9,0,27.3,130,50,180,7,0,154,152,155,18,1,2,1 +615,146,0.010512484,0.00131406,0.00131406,0,0,0,40,1.9,0,25.6,122,50,172,4,0,154,151,155,16,1,2,1 +616,146,0.009230769,0.006153846,0.001538462,0,0,0,40,2,0,26.1,133,50,183,8,0,156,154,157,20,1,2,1 +617,146,0.014806378,0.025056948,0.002277904,0,0,0,41,1,0,1.4,113,73,186,3,0,157,162,164,13,1,4,1 +618,142,0,0.000834725,0.001669449,0,0,0,30,2.9,5,36.9,108,50,158,1,0,141,140,144,9,1,1,1 +619,142,0,0.002840909,0,0,0,0,40,1.1,12,10.8,97,57,154,2,0,148,144,147,4,1,1,1 +620,142,0.008340284,0.009174312,0.003336113,0,0,0,45,1.1,2,8.7,131,51,182,5,0,146,153,152,19,1,2,1 +621,142,0.013422819,0.013422819,0.004026846,0,0,0,45,1.2,0,4.5,134,51,185,5,0,156,158,158,14,1,4,1 +622,142,0,0.002012072,0.002012072,0,0,0,43,0.8,3,9.4,27,137,164,2,0,146,145,146,1,-1,1,1 +623,133,0.007506255,0.016680567,0.004170142,0,0,0,36,3.1,0,27.6,105,54,159,4,0,143,137,142,28,1,2,1 +624,133,0.0078125,0.016927083,0.002604167,0,0,0,38,2.5,0,19.4,113,54,167,3,0,143,137,141,22,1,2,1 +625,130,0.006672227,0.020850709,0.002502085,0,0,0,45,2.8,0,29,114,52,166,2,0,134,135,137,24,1,2,1 +626,130,0.008588957,0.024539877,0.003680982,0,0,0,46,2.5,0,28,114,52,166,2,0,134,138,139,23,1,2,1 +627,132,0.011086475,0,0,0.002217295,0,0,37,2.4,0,17,115,52,167,10,0,141,140,143,33,1,2,1 +628,120,0.003336113,0,0.001668057,0.000834028,0,0,46,1.5,11,19,132,57,189,9,0,125,123,126,15,0,2,1 +629,120,0,0,0.002857143,0,0,0,50,0.7,26,6,20,116,136,0,0,125,123,125,1,0,1,1 +630,134,0.013344454,0.005838198,0.003336113,0.002502085,0,0,47,2.7,0,0,110,60,170,5,0,150,147,153,31,1,4,1 +631,134,0.017391304,0.002484472,0.003726708,0,0,0,48,2.2,0,0,120,50,170,5,0,160,150,155,28,1,4,1 +632,144,0,0.000834028,0,0,0,0,51,1.1,10,21.7,115,71,186,9,0,153,151,153,6,1,5,2 +633,144,0,0.001879699,0,0,0,0,47,0.8,11,13.6,90,74,164,5,1,153,151,152,3,1,5,2 +634,144,0,0,0,0,0,0,62,0.5,5,6.1,11,148,159,1,0,153,154,155,0,0,10,2 +635,143,0.003336113,0.006672227,0,0.000834028,0,0,50,1.1,3,12.2,126,74,200,8,0,148,147,149,4,0,2,1 +636,143,0,0.001408451,0,0,0,0,57,0.6,5,10.4,98,74,172,2,0,150,148,150,1,1,1,1 +637,143,0,0.001855288,0,0,0,0,56,0.6,0,8.9,59,106,165,3,0,148,149,150,1,1,1,1 +638,143,0.00660793,0.017621145,0,0,0,0,44,1.3,0,11.4,101,80,181,6,0,146,147,148,5,0,2,1 +639,138,0.004170142,0.012510425,0,0,0,0,45,1,0,12.8,115,71,186,7,0,144,144,145,6,0,2,1 +640,138,0.004444444,0.016666667,0,0,0,0,42,1,0,13.6,115,71,186,5,0,144,143,144,6,0,2,1 +641,138,0,0.004484305,0,0,0,0,38,1.2,0,16.5,84,71,155,4,0,144,140,142,5,1,3,1 +642,138,0,0.009868421,0,0,0,0,38,1.2,0,19.7,90,71,161,3,0,144,141,142,5,1,3,1 +643,136,0.007506255,0.006672227,0,0,0,0,40,2.3,0,19.4,139,51,190,5,5,144,142,145,17,1,2,1 +644,136,0.009202454,0.007668712,0,0,0,0,46,1.3,0,6.9,149,51,200,12,0,144,145,147,8,0,2,1 +645,123,0,0,0.000834028,0,0,0,73,0.3,72,5.2,28,108,136,3,0,123,124,125,1,0,9,3 +646,123,0,0,0,0,0,0,76,0.2,85,3.3,11,118,129,1,0,123,122,124,0,0,9,3 +647,123,0,0,0.003984064,0,0,0,60,0.6,0,10.4,52,84,136,4,0,125,124,126,2,1,10,2 +648,123,0,0,0.001154734,0,0,0,74,0.3,64,5.9,52,84,136,3,0,123,124,126,1,1,10,2 +649,123,0,0,0.001367989,0,0,0,72,0.3,58,6.5,52,84,136,3,0,123,123,124,1,1,10,2 +650,123,0,0.000834028,0,0,0,0,70,0.3,66,5.9,30,101,131,1,0,123,123,124,1,1,10,2 +651,123,0,0,0,0,0,0,73,0.3,91,2.9,9,120,129,2,0,123,124,125,0,0,9,3 +652,123,0,0,0,0,0,0,74,0.3,90,2.8,9,120,129,2,0,123,124,125,0,0,9,3 +653,123,0,0.00172117,0,0,0,0,70,0.3,54,6.8,31,100,131,0,0,123,121,123,1,1,9,3 +654,123,0,0,0,0,0,0,70,0.3,70,4.4,19,110,129,2,0,123,124,125,1,1,9,3 +655,123,0,0,0,0,0,0,71,0.3,77,4.1,19,110,129,1,0,123,123,124,0,1,9,3 +656,130,0.002502085,0,0.00500417,0,0,0,22,1.6,11,8.8,95,62,157,7,0,134,133,134,4,1,2,1 +657,130,0.004026846,0,0.005369128,0,0,0,23,1.6,8,9.6,115,62,177,9,0,134,134,135,5,0,2,1 +658,130,0.001373626,0,0.005494505,0,0,0,22,1.4,11,7.2,32,120,152,2,0,133,132,134,1,0,1,1 +659,130,0.001305483,0,0.003916449,0,0,0,24,1.2,12,7.6,35,120,155,1,0,134,133,135,1,0,1,1 +660,130,0.0015625,0,0.0046875,0,0,0,21,1.4,11,7.3,33,119,152,1,0,133,131,133,2,0,1,1 +661,130,0.001650165,0,0.004950495,0,0,0,23,1.3,10,5.7,32,120,152,2,0,133,133,134,1,0,1,1 +662,128,0,0,0.005540166,0.013850416,0,0.002770083,23,6.3,0,0,144,52,196,10,2,90,98,91,95,-1,7,2 +663,138,0,0.001160093,0.004640371,0.001160093,0,0.002320186,57,1.4,10,8.9,132,60,192,9,1,142,127,138,75,0,7,2 +664,138,0,0,0.005025126,0.001256281,0,0.002512563,57,1.3,11,10.2,132,60,192,11,1,140,126,137,75,0,7,2 +665,138,0,0.003294893,0.003294893,0,0,0.001647446,60,1,8,7.5,118,69,187,10,1,142,130,140,61,0,7,2 +666,138,0,0,0.0048,0,0,0.0016,61,1,12,10,118,69,187,12,1,140,130,140,55,0,7,2 +667,138,0,0.005089059,0.002544529,0,0,0,62,0.5,9,8.1,27,121,148,1,0,142,140,142,1,1,1,2 +668,138,0,0,0.005221932,0,0,0,65,0.4,14,7,20,129,149,3,0,141,140,142,1,0,10,2 +669,138,0,0,0.00589391,0.001964637,0,0.001964637,58,1.1,15,6.9,132,60,192,8,2,141,132,141,47,0,7,2 +670,141,0.000834028,0,0.000834028,0.002502085,0,0,54,0.9,7,9.5,124,60,184,12,2,150,139,147,49,1,7,1 +671,141,0.001184834,0,0.001184834,0.003554502,0,0,56,0.9,12,8.5,136,60,196,8,2,150,137,147,68,0,7,1 +672,141,0,0,0,0.003436426,0,0,47,0.8,0,9.7,54,103,157,6,1,154,144,147,15,1,1,1 +673,141,0.001838235,0,0.001838235,0,0,0,62,0.5,14,7.8,34,125,159,1,0,150,146,149,2,1,10,2 +674,140,0.011676397,0.001668057,0.001668057,0,0,0,57,1.3,0,3.4,138,50,188,5,0,176,163,167,35,1,4,1 +675,140,0.010044643,0,0.001116071,0,0,0,57,1.3,0,9.9,138,50,188,4,0,176,164,169,31,1,4,1 +676,140,0.013623978,0.002724796,0,0,0,0,55,1.4,0,0,138,50,188,3,0,150,164,167,40,1,4,1 +677,140,0.010398614,0,0,0,0,0,59,1.1,0,0,62,120,182,1,0,176,163,169,30,1,4,1 +678,140,0.013392857,0,0,0,0,0,56,1.4,0,0,138,50,188,3,0,176,163,167,35,1,4,1 +679,140,0.010086455,0,0,0,0,0,58,1.2,0,4.2,126,62,188,4,0,176,164,169,27,1,4,1 +680,142,0.000834028,0.000834028,0.004170142,0,0,0,50,1.2,0,23.8,104,58,162,8,0,148,144,147,8,1,1,1 +681,142,0.001355014,0.001355014,0.002710027,0,0,0,54,0.6,0,11,52,120,172,3,0,148,145,147,2,0,1,1 +682,140,0.003191489,0.003191489,0.004255319,0,0,0,34,2.9,0,40.8,114,66,180,9,2,147,145,148,22,1,2,1 +683,132,0,0.305755396,0.003597122,0.003597122,0,0.003597122,35,2.7,0,0,145,54,199,9,2,75,90,78,104,-1,8,3 +684,132,0,0.297959184,0.002040816,0.002040816,0,0.004081633,37,2.3,0,0,111,54,165,5,1,75,87,77,86,-1,8,3 +685,133,0.003336113,0.139282736,0.006672227,0.001668057,0,0,27,1.5,0,14.8,70,88,158,1,0,140,135,138,10,1,6,1 +686,133,0.004854369,0.189320388,0.007281553,0.002427184,0,0,26,1.6,0,12.9,87,71,158,2,0,141,135,139,13,1,6,1 +687,133,0,0.013661202,0.005464481,0,0,0,29,1.3,0,15.6,34,113,147,1,0,134,134,136,3,0,3,1 +688,133,0.004524887,0.156862745,0.007541478,0.003016591,0,0,26,1.6,0,14.2,70,88,158,2,0,140,135,139,12,1,6,1 +689,133,0.006633499,0.235489221,0.006633499,0.001658375,0,0,28,1.6,0,9.7,87,71,158,2,0,141,137,141,11,1,2,1 +690,133,0.004170142,0.407839867,0.004170142,0.003336113,0,0.000834028,21,2.3,0,15.7,107,67,174,7,0,143,125,135,76,0,7,2 +691,133,0,0.360416667,0.004166667,0.002083333,0,0.002083333,18,2.7,0,21.5,107,67,174,4,0,115,120,121,48,0,8,3 +692,133,0.006872852,0.45532646,0.003436426,0.003436426,0,0,25,1.7,0,13.3,106,68,174,7,1,143,132,138,41,0,6,1 +693,133,0.007739938,0.442724458,0.004643963,0.004643963,0,0,24,2.1,0,13.4,125,53,178,6,0,143,128,138,69,1,6,1 +694,133,0.004170142,0.470391993,0.00500417,0.003336113,0,0.000834028,29,1.7,0,9.5,118,59,177,7,1,133,129,133,27,0,6,1 +695,133,0.006079027,0.477203647,0.004559271,0.003039514,0,0,35,1.3,0,5.4,88,68,156,7,0,133,133,136,18,1,6,1 +696,133,0.002751032,0.445667125,0.005502063,0.004126547,0,0.001375516,24,1.9,0,5.7,99,59,158,5,0,133,124,130,35,1,6,1 +697,133,0.007042254,0.480633803,0.00528169,0.001760563,0,0,32,1.6,0,8.4,90,68,158,4,0,133,133,135,18,1,6,1 +698,131,0.000834028,0.369474562,0.003336113,0.003336113,0,0.001668057,29,2,0,8.1,111,54,165,14,0,129,112,128,103,1,8,3 +699,131,0,0.334898279,0.00312989,0.00312989,0,0.001564945,34,2.2,0,3.8,128,54,182,10,1,75,99,102,148,-1,8,3 +700,130,0.001322751,0.42989418,0.003968254,0.005291005,0,0.001322751,25,1.9,0,8.3,141,57,198,16,0,129,125,131,35,0,7,2 +701,130,0,0.346112886,0.003194888,0.003194888,0,0.003194888,29,2.2,0,7.8,136,54,190,13,0,129,106,122,129,0,8,3 +702,131,0,0.322742475,0.001672241,0.001672241,0,0.001672241,61,1.9,0,12.3,128,56,184,11,0,134,120,131,57,0,8,3 +703,131,0,0.375438596,0,0,0,0.003508772,80,0.3,0,7.6,49,96,145,3,0,108,125,128,45,1,9,3 +704,130,0,0.34591195,0,0,0,0.003144654,80,0.3,0,7.4,49,96,145,3,0,108,123,122,39,1,9,3 +705,130,0,0.352941176,0,0,0,0.005347594,80,0.3,0,0,29,107,136,1,0,108,120,120,23,-1,9,3 +706,133,0,0,0.006672227,0,0,0,60,0.7,58,9.9,128,72,200,8,1,133,132,134,2,0,10,2 +707,133,0,0,0.007109005,0,0,0,64,0.4,81,3.7,12,126,138,1,0,133,132,134,0,0,9,3 +708,130,0.000834028,0,0.007506255,0,0,0,54,0.6,6,8.7,30,116,146,2,0,133,133,134,1,0,1,1 +709,130,0,0,0.006858711,0,0,0,55,0.5,11,7.6,20,124,144,1,0,133,132,134,0,0,1,1 +710,126,0,0,0.00500417,0,0,0,56,0.5,29,7.5,26,116,142,2,0,129,128,130,1,0,1,1 +711,126,0,0,0.002670227,0,0,0,56,0.5,40,6.7,27,116,143,2,0,129,127,129,1,0,1,1 +712,126,0.003336113,0.00500417,0.004170142,0.001668057,0,0,41,2.1,0,25.8,120,50,170,8,1,129,129,132,19,1,2,1 +713,126,0.005172414,0.003448276,0.005172414,0,0,0,41,1.7,0,21.4,100,50,150,4,0,133,130,132,10,1,2,1 +714,120,0.007832898,0,0.005221932,0,0,0,43,1.4,5,18.4,106,50,156,8,0,129,129,130,11,1,2,1 +715,132,0.005838198,0.005838198,0.005838198,0,0,0,55,0.6,16,8.3,42,115,157,2,0,133,138,139,7,0,2,1 +716,132,0.007668712,0.004601227,0.006134969,0,0,0,52,0.6,0,8.2,42,115,157,2,0,142,141,142,3,0,2,1 +717,132,0.003120125,0.004680187,0.00624025,0,0,0,58,0.5,23,7.8,36,120,156,2,0,133,135,134,3,0,2,1 +718,132,0,0,0.005434783,0,0,0,64,0.4,38,6.3,22,121,143,2,0,133,132,133,0,0,10,2 +719,132,0.002409639,0.007228916,0.004819277,0,0,0,51,0.7,0,12.3,41,115,156,2,1,136,137,139,2,0,1,1 +720,129,0,0.009557945,0.004778973,0,0,0,64,0.4,54,5.3,23,118,141,1,0,131,130,132,0,0,10,2 +721,129,0,0.007490637,0.003745318,0,0,0,65,0.4,73,3.9,7,127,134,1,0,131,130,132,0,0,9,3 +722,143,0,0.021111111,0,0,0,0,65,0.3,43,6.5,24,131,155,2,0,147,145,147,1,0,10,2 +723,143,0,0.016722408,0,0,0,0,70,0.3,50,5.1,13,142,155,1,0,147,146,148,0,0,10,2 +724,142,0,0.045150502,0,0,0,0,55,0.6,5,12.2,44,116,160,4,0,145,145,147,2,1,1,1 +725,128,0.005838198,0.015846539,0.002502085,0,0,0,52,0.6,0,6.7,36,121,157,4,0,140,138,139,5,0,2,1 +726,128,0.004371585,0.010928962,0.003278689,0,0,0,54,0.6,0,6.5,36,121,157,3,0,140,138,139,5,0,2,1 +727,129,0,0.007984032,0.001996008,0,0,0,55,0.6,0,10.3,58,101,159,3,0,140,138,140,2,0,5,2 +728,129,0.006479482,0.017278618,0.004319654,0,0,0,52,0.6,0,3.8,36,121,157,0,0,133,138,138,11,0,2,1 +729,120,0.003325942,0.016629712,0.00443459,0,0,0,50,0.7,6,7.2,94,60,154,2,0,123,126,125,7,1,2,1 +730,120,0.00462963,0.020061728,0.00462963,0,0,0,50,0.7,7,6.1,94,60,154,2,0,123,126,125,10,1,2,1 +731,120,0,0.004385965,0.004385965,0,0,0,53,0.6,3,8.1,19,116,135,1,0,125,123,125,1,0,1,1 +732,120,0.008196721,0.030054645,0.005464481,0,0,0,45,0.8,0,8.7,44,116,160,2,0,153,142,147,27,1,4,1 +733,120,0.001517451,0.012139605,0.004552352,0,0,0,51,0.6,3,7.5,38,116,154,3,0,123,125,125,5,-1,1,1 +734,124,0.007653061,0.042517007,0.007653061,0,0,0,41,1.3,0,9.3,73,115,188,9,1,150,145,151,12,0,4,1 +735,129,0.009493671,0.034810127,0.003164557,0,0,0,44,1,0,5.2,113,75,188,6,0,150,141,146,18,0,4,1 +736,129,0.009922822,0.03969129,0.004410143,0,0,0,40,1.4,0,7.5,73,115,188,10,1,150,145,150,12,0,4,1 +737,129,0.008168028,0.047841307,0.007001167,0,0,0,40,1.4,0,8.5,73,115,188,9,1,150,147,151,9,0,4,1 +738,123,0.008340284,0,0.004170142,0,0,0,39,2.1,0,21.3,88,58,146,7,0,127,127,129,14,1,2,1 +739,123,0.008368201,0,0.0027894,0,0,0,39,1.5,0,16,95,51,146,6,1,129,128,130,9,1,2,1 +740,120,0.00500417,0,0.001668057,0,0,0,41,2.2,4,25.2,107,58,165,4,1,121,124,126,16,0,2,1 +741,120,0.009230769,0,0,0,0,0,39,1.9,0,17.7,105,60,165,5,0,129,127,129,12,0,2,1 +742,139,0.003994674,0.005326232,0.002663116,0,0,0,54,0.7,5,7.3,101,65,166,2,0,147,145,147,5,1,2,1 +743,139,0.002202643,0.002202643,0.004405286,0,0,0,61,0.4,8,6.4,17,138,155,1,0,147,146,148,0,0,10,2 +744,142,0.000966184,0,0.004830918,0.010628019,0,0,28,3.1,0,4.2,135,53,188,8,2,143,130,139,57,0,7,1 +745,142,0,0,0.002724796,0.013623978,0,0,14,4.5,0,0,125,53,178,14,3,97,115,115,85,0,7,1 +746,142,0.001295337,0,0.005181347,0.011658031,0,0,23,3.6,0,1.9,144,50,194,12,1,143,127,135,72,0,7,1 +747,142,0.001166861,0,0.004667445,0.009334889,0,0,29,2.7,0,2.8,144,50,194,8,0,143,132,139,42,0,7,1 +748,142,0.001345895,0,0.006729475,0.01076716,0,0,25,3.1,0,2.5,144,50,194,7,0,143,129,137,56,0,7,1 +749,134,0,0.003336113,0,0,0,0,79,0.2,42,5.5,17,128,145,2,0,135,135,136,1,0,10,2 +750,134,0,0.002583979,0,0,0,0,81,0.2,53,4.9,16,129,145,2,0,135,135,136,1,0,9,3 +751,134,0,0,0,0,0,0,83,0.2,64,3.5,11,130,141,1,0,135,134,136,0,0,9,3 +752,134,0,0.003490401,0,0,0,0,79,0.2,41,5.5,17,128,145,2,0,135,135,136,1,0,9,3 +753,130,0.000834028,0.001668057,0,0,0,0,56,0.5,34,7.2,55,125,180,4,0,129,132,132,3,-1,1,1 +754,130,0,0.00093633,0,0,0,0,56,0.5,33,7.5,19,125,144,2,0,129,131,132,2,-1,1,1 +755,130,0,0.00137931,0,0,0,0,59,0.4,34,6.8,21,125,146,1,0,129,132,133,3,-1,1,1 +756,130,0,0.001512859,0,0,0,0,59,0.4,37,6.6,21,125,146,2,0,129,132,132,2,-1,1,1 +757,129,0,0.003336113,0,0,0,0,47,1.1,6,21.9,91,52,143,3,0,131,130,132,7,1,1,1 +758,129,0,0.002463054,0,0,0,0,48,0.9,13,11.2,71,66,137,1,0,131,130,132,2,1,1,1 +759,129,0.002502085,0.002502085,0,0,0,0,61,0.6,2,10.8,122,65,187,7,1,129,132,133,5,0,2,1 +760,129,0,0,0,0,0,0,66,0.4,2,9.1,20,122,142,0,0,132,132,133,1,0,10,2 +761,129,0.003336113,0.00500417,0,0,0,0,61,0.4,7,6.7,67,111,178,4,0,143,138,140,7,0,2,1 +762,129,0.003842459,0.005763689,0,0,0,0,61,0.4,5,5.8,29,121,150,2,0,143,137,139,7,0,2,1 +763,129,0,0.002079002,0,0,0,0,69,0.3,14,7.6,25,127,152,0,0,139,135,136,4,-1,5,2 +764,129,0.002502085,0.000834028,0,0,0,0,59,0.9,21,19.4,118,66,184,18,0,133,135,137,7,0,2,1 +765,141,0,0.001668057,0,0,0,0,67,0.4,44,9.2,78,70,148,2,0,143,141,143,1,1,10,2 +766,141,0,0.003424658,0,0,0,0,76,0.2,62,4.3,12,134,146,1,0,142,140,142,0,0,10,2 +767,141,0,0,0,0,0,0,61,0.4,29,5.3,13,135,148,1,0,144,143,145,0,1,10,2 +768,135,0,0,0,0,0,0,67,0.4,69,4.6,76,67,143,2,0,137,136,138,0,1,10,3 +769,135,0,0,0,0,0,0,68,0.3,72,3.9,10,133,143,1,0,137,136,138,0,0,9,3 +770,134,0,0,0,0,0,0,81,0.2,91,1.3,3,133,136,1,0,135,134,136,0,1,9,3 +771,134,0,0,0,0,0,0,80,0.2,90,1.3,3,133,136,1,0,135,134,136,0,1,9,3 +772,130,0,0.000834028,0,0.000834028,0,0,78,0.2,84,2,28,105,133,6,0,131,130,132,1,1,9,3 +773,130,0,0.002717391,0,0.002717391,0,0,74,0.4,42,2.5,60,105,165,6,0,131,128,131,3,0,10,2 +774,130,0,0,0,0,0,0,79,0.2,91,1.7,6,127,133,1,0,130,130,131,0,1,9,3 +775,130,0,0.001686341,0,0.001686341,0,0,75,0.3,66,2.1,60,105,165,6,0,130,129,131,1,0,10,2 +776,137,0,0.002502085,0.000834028,0,0,0,77,0.2,40,6.6,29,127,156,2,0,138,141,141,3,0,5,2 +777,137,0,0.003468208,0.001156069,0,0,0,75,0.2,34,6.9,24,127,151,2,0,138,139,140,1,0,5,2 +778,137,0,0.003807107,0.001269036,0,0,0,75,0.2,32,7,24,127,151,2,0,138,139,140,1,0,10,2 +779,137,0,0.004491018,0.001497006,0,0,0,75,0.2,30,7.1,24,127,151,2,0,138,139,139,1,0,10,2 +780,128,0,0.004170142,0,0,0,0,73,0.2,32,7.3,22,122,144,1,0,129,132,133,3,0,5,2 +781,128,0,0.005324814,0,0,0,0,73,0.3,38,7.1,22,122,144,1,0,129,130,131,1,0,10,2 +782,128,0,0.001680672,0,0,0,0,78,0.2,32,6.8,17,127,144,2,0,133,135,135,2,0,5,2 +783,128,0,0.005050505,0,0,0,0,74,0.2,45,6.9,22,122,144,1,0,133,130,132,1,0,10,2 +784,133,0,0.011676397,0,0,0,0,69,0.4,25,10,58,127,185,5,0,133,136,137,4,-1,10,2 +785,133,0,0.013888889,0,0,0,0,72,0.3,20,8.8,32,115,147,2,0,133,136,136,3,0,10,2 +786,117,0.000834028,0.013344454,0,0,0,0,53,0.7,8,12,77,56,133,6,0,123,121,123,3,1,1,1 +787,117,0,0.0109375,0,0,0,0,51,0.8,9,13.3,77,56,133,5,0,123,122,124,2,1,1,1 +788,123,0.002502085,0.003336113,0,0,0,0,52,0.8,2,15.4,90,50,140,7,0,129,128,130,4,1,2,1 +789,123,0.003188098,0.003188098,0,0,0,0,52,0.8,3,14.3,77,63,140,7,0,127,128,130,5,1,2,1 +790,123,0.00443459,0.006651885,0,0,0,0,56,0.7,0,7.4,71,81,152,4,0,127,129,131,4,1,2,1 +791,123,0.002659574,0.003989362,0,0,0,0,50,0.9,4,14.8,82,58,140,7,0,129,128,130,5,1,2,1 +792,123,0.002659574,0.003989362,0,0,0,0,50,0.9,4,14.8,82,58,140,7,0,129,128,130,5,1,2,1 +793,146,0.000277855,0,0.004723534,0.001389275,0,0,55,0.7,32,8.2,72,93,165,4,0,150,147,150,6,1,1,1 +794,146,0.000388048,0,0.005044626,0.001940241,0,0,52,0.8,32,8.6,72,93,165,3,0,152,147,151,9,1,1,1 +795,146,0.000470367,0,0.005644403,0.002351834,0,0,49,0.9,32,8.7,80,86,166,3,0,152,147,151,11,1,1,1 +796,146,0,0,0.004347826,0,0,0,64,0.4,31,7.2,19,137,156,2,0,150,147,150,1,0,10,2 +797,146,0,0,0.003430532,0,0,0,66,0.4,33,7,19,138,157,1,0,150,147,150,1,0,10,2 +798,146,0,0,0.002859185,0,0,0,65,0.4,39,7,19,137,156,1,0,150,149,151,1,1,10,2 +799,146,0,0,0.002859185,0,0,0,65,0.4,39,7,19,137,156,1,0,150,149,151,1,1,10,2 +800,146,0,0,0.004691165,0,0,0,65,0.4,44,6.6,22,134,156,3,0,152,150,152,1,1,10,2 +801,146,0,0,0.004895961,0,0,0,69,0.3,55,4.6,11,145,156,0,0,152,150,152,0,0,10,2 +802,146,0,0,0.004975124,0.000710732,0,0,65,0.4,41,7,28,134,162,4,0,152,150,152,1,0,10,2 +803,146,0,0,0.006369427,0,0,0,65,0.4,33,7.4,30,134,164,1,0,150,149,151,1,0,10,2 +804,146,0,0,0.004862237,0.008103728,0,0,27,1.9,15,6.4,81,86,167,5,0,151,140,145,31,1,7,1 +805,146,0.001078749,0,0.005393743,0.005393743,0,0,28,1.7,9,12.3,80,86,166,3,0,151,142,146,22,1,7,1 +806,146,0,0,0.001103753,0,0,0,50,0.6,31,9.1,43,120,163,3,0,160,155,157,5,1,1,1 +807,146,0,0,0.001165501,0,0,0,53,0.5,32,8.2,27,136,163,2,1,160,156,158,2,1,1,1 +808,146,0,0,0.001165501,0,0,0,53,0.5,32,8.2,27,136,163,2,1,160,156,158,2,1,5,2 +809,146,0.001318102,0,0.002636204,0.002196837,0,0,42,1,35,7.5,88,84,172,2,1,157,151,156,17,1,1,1 +810,146,0,0,0.001579779,0,0,0,61,0.4,53,6.8,45,118,163,5,0,157,154,157,2,1,5,2 +811,146,0,0,0.001813237,0.000906618,0,0,53,0.7,44,8.1,70,93,163,4,1,157,152,156,8,1,5,2 +812,146,0.002548853,0,0.003398471,0.002548853,0,0,37,1.3,31,7.2,79,93,172,2,2,162,152,156,23,1,6,1 +813,146,0.003051882,0,0.004069176,0.002034588,0,0,38,1.2,33,6.9,78,94,172,2,3,162,154,158,19,1,6,1 +814,146,0.003663004,0,0.003663004,0.003663004,0,0,31,1.5,22,6.5,88,84,172,1,1,162,150,156,36,1,6,1 +815,146,0.003361345,0,0.003361345,0.003361345,0,0,28,1.6,0,6.4,93,80,173,4,0,148,148,151,28,1,6,1 +816,146,0,0,0.003724395,0.003724395,0,0,28,1.4,15,6.7,83,80,163,4,0,148,145,151,24,1,7,1 +817,146,0.001869159,0,0.003738318,0.003738318,0,0,28,1.4,16,6.7,85,80,165,5,0,148,146,151,25,1,7,1 +818,152,0,0,0.002002002,0,0,0,60,0.4,57,8,36,128,164,2,0,160,157,160,2,1,10,2 +819,152,0,0,0.00240096,0,0,0,59,0.5,50,9.1,36,128,164,2,0,160,157,160,2,1,1,1 +820,152,0,0,0.003432494,0,0,0,61,0.4,64,6.1,34,129,163,3,1,160,157,160,1,1,10,2 +821,152,0,0,0.001879699,0,0,0,60,0.4,59,7.1,34,129,163,3,1,160,157,160,1,1,10,2 +822,152,0,0,0.003537736,0,0,0,62,0.4,67,3.9,10,152,162,1,0,160,158,160,0,1,10,2 +823,152,0,0,0.004601227,0,0,0,60,0.4,62,4,13,150,163,1,0,160,158,160,0,1,10,2 +824,152,0,0,0.003121748,0,0,0,61,0.4,71,5.8,30,134,164,4,0,160,158,160,1,1,9,3 +825,152,0,0,0.00166113,0,0,0,61,0.4,74,6.7,41,123,164,4,0,160,158,160,1,1,9,3 +826,152,0,0,0.004842615,0,0,0,62,0.4,59,5.6,25,136,161,0,0,159,156,158,1,1,10,2 +827,152,0,0,0.004930966,0.000986193,0,0,58,0.5,48,7.1,53,110,163,4,3,159,154,157,4,1,1,1 +828,152,0,0,0.004724409,0.001574803,0,0,55,0.6,45,6.7,64,99,163,4,3,159,154,158,5,1,1,1 +829,152,0,0,0.003807107,0,0,0,59,0.5,62,9.5,38,126,164,3,1,160,157,159,2,1,10,2 +830,152,0,0,0.003853565,0.000963391,0,0,58,0.5,59,7.5,54,110,164,3,2,159,155,158,4,1,1,1 +831,152,0,0,0.004459309,0.001114827,0,0,57,0.6,50,6.8,53,110,163,4,3,159,154,158,5,1,1,1 +832,152,0,0,0.001533742,0.001533742,0,0,61,0.5,61,3.4,61,99,160,4,3,159,155,158,4,1,10,2 +833,152,0,0,0.007326007,0.001831502,0,0,56,0.6,39,6.8,61,99,160,3,2,157,153,156,5,1,1,1 +834,152,0,0,0.004576659,0,0,0,57,0.5,43,8.7,41,123,164,4,0,160,158,161,1,1,1,1 +835,128,0.007216495,0,0.003092784,0.005154639,0,0,23,2.4,0,4.6,101,70,171,7,1,155,140,144,46,1,6,1 +836,128,0.006,0,0.002,0.01,0,0,16,3.3,0,3.7,114,57,171,6,1,136,130,136,26,1,6,1 +837,128,0.003508772,0,0.001754386,0.007017544,0,0,20,2.6,0,13.2,92,79,171,2,1,151,137,142,39,1,6,1 +838,128,0.008230453,0,0.002743484,0.005486968,0,0,26,2.2,0,5.7,95,79,174,2,1,157,142,146,43,1,6,1 +839,138,0,0,0.005149331,0,0,0,45,0.7,56,6.5,39,113,152,3,0,141,139,141,1,1,1,1 +840,138,0,0,0.005291005,0,0,0,45,0.7,62,6.7,39,113,152,3,0,141,139,141,1,1,10,2 +841,138,0,0,0.003773585,0,0,0,46,0.7,53,7.8,39,113,152,4,0,141,138,141,2,1,1,1 +842,138,0,0,0.003311258,0,0,0,42,0.8,44,7.8,39,113,152,3,0,141,139,142,1,1,1,1 +843,138,0,0,0.004273504,0,0,0,42,0.7,48,7.2,39,113,152,2,0,141,139,142,1,1,1,1 +844,138,0,0,0.00295858,0,0,0,44,0.6,61,5.1,19,130,149,1,0,141,140,142,0,0,10,2 +845,138,0,0,0.003464203,0,0,0,43,0.6,54,5.4,19,130,149,1,0,141,140,142,0,0,1,1 +846,138,0.000942507,0,0.002827521,0,0,0,39,0.8,12,10.5,49,105,154,5,0,141,141,142,1,1,1,1 +847,138,0.001083424,0,0.004333694,0,0,0,39,0.8,9,10.9,49,105,154,5,0,142,141,143,1,1,1,1 +848,138,0.00081367,0,0.003254679,0,0,0,40,0.8,7,10.8,49,105,154,5,0,142,141,143,1,1,1,1 +849,138,0.001848429,0,0.003696858,0,0,0,41,0.8,8,10.3,51,105,156,4,0,142,142,143,2,1,1,1 +850,138,0.001858736,0,0.003717472,0,0,0,41,0.8,8,10.3,51,105,156,4,0,142,142,143,2,1,2,1 +851,138,0.001182033,0,0.003546099,0,0,0,43,0.7,9,8.3,25,131,156,0,0,142,142,144,1,0,1,1 +852,138,0.00234192,0,0.004683841,0,0,0,45,0.7,13,6.5,25,131,156,0,0,147,145,146,2,0,2,1 +853,138,0,0,0.003649635,0,0,0,39,0.8,10,9.1,23,131,154,2,0,142,141,143,1,0,1,1 +854,138,0,0,0.001392758,0,0,0,41,0.7,37,7.8,25,129,154,2,0,140,140,141,1,0,1,1 +855,138,0,0,0.001519757,0,0,0,44,0.7,58,5,16,129,145,1,0,141,140,142,0,1,1,1 +856,142,0,0,0.004092769,0,0,0,45,0.7,21,8.9,25,132,157,1,0,145,144,146,1,0,1,1 +857,142,0,0,0.003802281,0,0,0,43,0.8,3,9.6,25,132,157,1,0,145,144,146,1,0,1,1 +858,142,0,0,0.004060914,0,0,0,44,0.8,1,11.1,32,126,158,1,0,145,146,147,2,0,1,1 +859,142,0,0,0.004716981,0,0,0,41,0.8,0,12.6,32,126,158,0,0,151,146,148,5,1,1,1 +860,142,0,0,0.004291845,0,0,0,41,0.9,0,11.7,35,123,158,0,0,151,146,149,7,1,1,1 +861,142,0.001470588,0,0.004411765,0,0,0,39,0.9,0,12,32,127,159,1,0,151,147,149,4,1,1,1 +862,142,0.002985075,0,0.004477612,0,0,0,46,0.7,27,5.9,26,133,159,1,0,150,148,150,1,0,2,1 +863,142,0.00295421,0,0.004431315,0,0,0,36,1,13,12,95,71,166,5,0,145,145,146,2,1,2,1 +864,142,0.001088139,0,0.005440696,0,0,0,44,0.7,40,7.1,28,130,158,3,0,147,146,148,0,0,1,1 +865,142,0.00154321,0,0.00308642,0,0,0,45,0.7,16,8.4,24,135,159,0,0,150,149,150,1,0,1,1 +866,142,0.001718213,0,0.003436426,0,0,0,38,0.9,0,11.4,32,127,159,1,0,151,146,149,5,0,1,1 +867,142,0,0,0.004264392,0,0,0,49,0.6,30,7.1,17,140,157,1,0,150,148,150,0,0,1,1 +868,142,0.001169591,0,0.005847953,0,0,0,43,0.7,37,7.2,28,130,158,3,0,147,146,148,0,0,1,1 +869,142,0.001631321,0,0.006525285,0,0,0,44,0.7,42,7.3,39,119,158,4,0,147,146,148,1,1,1,1 +870,136,0.007187781,0,0.005390836,0,0,0,42,0.7,20,4,38,120,158,2,0,141,143,144,3,0,2,1 +871,136,0.007802341,0,0.006501951,0,0,0,42,0.7,20,4.3,38,120,158,2,1,141,143,144,3,0,2,1 +872,136,0.005420054,0,0.004065041,0,0,0,42,0.7,18,4.5,38,120,158,2,0,141,142,143,2,0,2,1 +873,136,0.004092769,0,0.005457026,0,0,0,42,0.7,22,4.5,37,120,157,3,0,141,141,142,1,0,2,1 +874,136,0.00331675,0,0.004975124,0,0,0,44,0.7,18,4.1,24,133,157,1,0,140,141,142,1,0,2,1 +875,136,0.001718213,0,0.005154639,0,0,0,44,0.7,14,7.1,27,126,153,2,0,142,140,142,1,0,1,1 +876,135,0.00238379,0,0.00476758,0,0,0,42,0.8,7,8.5,34,119,153,3,0,142,140,142,1,0,2,1 +877,135,0.001492537,0,0.005970149,0,0,0,41,0.8,6,9.5,34,119,153,3,0,142,140,142,2,0,1,1 +878,136,0.00240096,0,0.004801921,0,0,0,40,0.8,7,10.3,35,119,154,2,0,138,139,140,2,0,2,1 +879,136,0.001526718,0,0.00610687,0,0,0,39,0.9,8,11.2,47,107,154,1,0,138,139,139,2,0,1,1 +880,136,0.00128866,0,0.005154639,0,0,0,37,0.9,0,12.1,36,118,154,2,0,138,139,141,2,0,1,1 +881,136,0.0013947,0,0.0041841,0,0,0,37,0.9,0,11.7,47,107,154,2,0,138,139,140,2,1,1,1 +882,136,0,0,0.006887052,0,0,0,39,0.9,0,12.6,41,110,151,3,0,139,139,140,1,1,1,1 +883,136,0.001149425,0,0.004597701,0,0,0,36,0.9,2,10.4,29,124,153,2,0,139,139,140,1,0,1,1 +884,136,0.001295337,0,0.005181347,0,0,0,37,0.9,12,8.8,33,124,157,3,0,139,139,140,1,0,1,1 +885,136,0.001228501,0,0.003685504,0,0,0,39,0.8,28,6.6,33,124,157,4,0,141,139,141,1,0,1,1 +886,136,0,0,0.001569859,0,0,0,44,0.7,47,5.3,12,135,147,1,0,141,140,142,0,0,1,1 +887,136,0.001506024,0,0.006024096,0,0,0,45,0.6,48,4.3,19,135,154,2,0,141,141,142,0,-1,1,1 +888,136,0,0,0.005488474,0,0,0,51,0.5,25,6.2,15,135,150,1,0,144,143,144,0,0,1,1 +889,136,0,0,0.003605769,0,0,0,52,0.5,28,6.1,14,136,150,1,0,144,143,145,0,0,1,1 +890,136,0.001123596,0,0.003370787,0,0,0,46,0.6,43,4.7,18,136,154,1,0,141,141,142,0,-1,1,1 +891,136,0.00102145,0,0.005107252,0,0,0,47,0.6,38,5.3,18,136,154,1,0,141,141,142,0,-1,1,1 +892,136,0,0,0.003968254,0,0,0,51,0.6,28,6.2,12,136,148,1,0,144,142,144,0,0,1,1 +893,136,0.001782531,0,0.004456328,0,0,0,43,0.7,39,5.2,23,131,154,3,0,141,140,142,0,0,1,1 +894,144,0,0,0.005952381,0,0,0,38,0.8,6,8.7,27,134,161,1,0,148,147,149,1,0,1,1 +895,144,0,0,0.006756757,0,0,0,36,0.8,2,10.4,27,134,161,0,0,147,147,148,1,0,1,1 +896,144,0,0,0.006389776,0,0,0,37,0.9,3,11.5,27,134,161,0,0,148,148,149,1,0,1,1 +897,144,0.0008285,0,0.005799503,0,0,0,35,0.9,2,10.8,36,125,161,0,0,150,148,150,2,1,1,1 +898,144,0,0,0.005787037,0,0,0,32,1,0,13.2,38,122,160,1,0,150,147,149,2,1,1,1 +899,144,0.001184834,0,0.004739336,0,0,0,30,1.1,0,13.5,43,122,165,0,0,148,147,149,3,0,1,1 +900,144,0.003669725,0,0.005504587,0,0,0,32,1.2,0,12.6,58,117,175,4,0,148,150,150,8,0,2,1 +901,144,0.003125,0,0.0046875,0,0,0,29,1.4,0,18.1,58,117,175,3,0,150,149,150,9,0,2,1 +902,144,0.002283105,0,0.006849315,0.002283105,0,0,26,1.6,0,20.8,76,99,175,3,1,150,148,150,12,0,6,1 +903,144,0,0,0.006956522,0.003478261,0,0,22,1.8,0,21.3,76,96,172,3,2,148,144,147,11,1,7,1 +904,146,0,0,0.008284024,0.001183432,0,0,28,1.5,11,22.3,82,92,174,6,1,150,147,150,8,1,3,1 +905,146,0,0,0.006965174,0.00199005,0,0,30,1.3,4,17.6,75,93,168,5,0,147,145,148,6,1,3,1 +906,146,0,0,0.007092199,0.005319149,0,0,30,1.1,0,4.7,59,99,158,3,0,147,143,147,5,1,7,1 +907,146,0.004171011,0,0.005213764,0.003128259,0,0,29,1.2,1,7,62,107,169,2,2,150,147,149,7,0,6,1 +908,146,0.005263158,0,0.005263158,0.002631579,0,0,29,1.3,2,7.5,70,99,169,2,1,150,148,150,7,1,6,1 +909,146,0.008419083,0,0.00748363,0,0,0,28,1.3,1,6.9,65,120,185,7,1,153,154,155,6,0,2,1 +910,146,0.006379585,0,0.007974482,0,0,0,27,1.3,0,9.4,62,126,188,4,0,157,156,157,5,0,2,1 +911,146,0.001628664,0,0,0.008143322,0,0,19,3.4,0,15,150,50,200,8,1,148,139,146,36,0,7,1 +912,146,0.003099174,0,0.002066116,0.005165289,0,0,25,2.5,0,11.2,92,80,172,8,1,155,145,152,32,1,6,1 +913,146,0.00462963,0,0.00462963,0.001157407,0,0,27,1.5,0,14.4,55,119,174,5,0,155,152,155,8,0,2,1 +914,122,0,0,0.001193317,0,0,0,40,0.7,12,8,23,106,129,1,0,125,121,124,3,1,1,1 +915,122,0,0,0.001152074,0,0,0,37,0.8,2,9.4,33,99,132,2,0,123,122,124,1,1,1,1 +916,122,0.0027894,0,0.0027894,0,0,0,32,1.2,0,8.7,52,95,147,3,1,123,122,124,4,0,1,1 +917,122,0.00408998,0,0.00204499,0,0,0.00204499,27,1.6,0,3.2,60,87,147,1,1,123,118,123,18,0,6,1 +918,122,0,0,0.005119454,0,0,0.001706485,33,1.1,8,7.2,60,87,147,4,2,120,115,120,11,0,7,1 +919,122,0,0,0.003058104,0.001529052,0,0,36,1,12,7.7,42,87,129,2,0,123,117,121,10,1,7,1 +920,122,0,0,0.004392387,0,0,0,39,0.8,10,8.4,23,106,129,1,0,123,119,121,2,0,1,1 +921,122,0,0,0.004926108,0,0,0,37,0.8,11,10,26,109,135,2,0,123,125,126,2,0,1,1 +922,122,0,0,0.006648936,0.002659574,0,0,31,1,7,9.5,32,101,133,2,0,123,122,124,3,1,1,1 +923,122,0.002072539,0,0.002072539,0,0,0.001036269,31,1.2,1,8.3,60,87,147,2,1,120,119,123,9,0,6,1 +924,122,0.003759398,0,0.001879699,0,0,0,31,1.3,0,8.8,52,95,147,2,1,120,123,124,5,0,2,1 +925,122,0.005037783,0,0.003778338,0.002518892,0,0,31,1.2,0,6.7,57,93,150,2,0,133,130,134,12,1,6,1 +926,122,0.002469136,0,0.004938272,0.002469136,0,0,23,1.7,3,9.3,73,84,157,3,0,126,121,122,14,0,6,1 +927,122,0,0,0.006276151,0.00209205,0,0,27,1.4,4,12.3,53,91,144,4,0,126,120,122,6,0,1,1 +928,122,0.002024291,0,0.005060729,0.003036437,0,0,26,1.5,0,7.7,68,89,157,2,0,125,122,124,11,0,6,1 +929,122,0.001145475,0,0.004581901,0.003436426,0,0,28,1.4,0,8.5,52,89,141,3,0,125,120,123,9,0,7,1 +930,122,0.005121639,0,0.003841229,0.002560819,0,0,32,1.2,0,6.5,57,93,150,2,0,133,130,134,12,1,6,1 +931,122,0.004744958,0,0.005931198,0,0,0,34,1,0,8.3,53,97,150,3,1,133,132,134,3,1,2,1 +932,122,0,0,0.006550218,0.003275109,0,0,30,1.3,0,11.6,51,89,140,1,0,127,121,125,8,1,7,1 +933,122,0,0,0.008168028,0,0,0,34,0.9,0,12.1,30,108,138,1,0,127,125,128,2,0,1,1 +934,122,0.001831502,0,0.004578755,0.001831502,0,0,26,1.5,4,10,66,91,157,3,0,126,121,123,11,0,6,1 +935,126,0.003289474,0,0.006578947,0.003289474,0,0,25,1.8,0,14.6,102,52,154,3,0,136,130,134,12,1,6,1 +936,126,0.002747253,0,0.005494505,0.001373626,0,0,30,1.2,0,10.8,52,95,147,3,1,136,131,134,7,1,2,1 +937,126,0,0,0.007802341,0,0,0,33,1,0,13.7,32,109,141,1,0,131,131,133,2,1,1,1 +938,126,0,0,0.00716479,0,0,0,34,0.9,0,14.8,31,111,142,1,0,133,132,134,2,1,1,1 +939,126,0,0,0.008083141,0,0,0,34,1,0,15.2,33,109,142,1,0,134,131,134,3,1,1,1 +940,136,0,0,0.005797101,0.002898551,0,0,56,1.1,32,7.4,95,74,169,4,3,140,137,140,12,1,7,1 +941,136,0,0,0.002252252,0,0,0,66,0.4,61,5.6,24,127,151,1,0,142,140,142,0,0,10,2 +942,136,0.000927644,0,0.004638219,0,0,0,61,0.5,48,8,31,124,155,9,0,142,140,141,2,0,10,2 +943,136,0.003416856,0,0.004555809,0,0,0,54,0.7,15,10.5,43,118,161,7,0,136,141,141,8,0,2,1 +944,136,0.002497918,0,0.001665279,0,0,0,54,0.5,8,9.5,49,118,167,1,0,151,149,151,7,1,2,1 +945,136,0.001190476,0,0.002380952,0.004761905,0,0.002380952,24,2.3,0,0,116,51,167,6,2,126,115,122,57,0,8,3 +946,138,0.004010695,0,0,0.002673797,0,0,46,1,16,3.9,116,51,167,6,3,151,144,151,30,1,6,1 +947,142,0,0,0.00477327,0.003579952,0,0,32,1.3,4,14.6,82,76,158,4,0,147,141,144,12,1,7,1 +948,142,0.003058104,0,0.007135576,0.003058104,0,0,30,1.4,0,17.2,83,76,159,4,1,144,142,145,10,1,6,1 +949,142,0.005649718,0,0.001129944,0,0,0,45,0.8,1,11.1,47,113,160,4,2,150,148,151,4,1,2,1 +950,142,0.00511509,0,0.001278772,0,0,0,39,0.8,0,10.2,53,106,159,7,0,150,149,151,2,1,2,1 +951,142,0.002766252,0,0.004149378,0,0,0,34,1.1,0,19.6,67,94,161,5,1,151,146,149,8,1,2,1 +952,142,0,0,0.002403846,0,0,0,31,1.2,0,24.1,67,94,161,2,0,151,145,148,10,1,1,1 +953,136,0.009505703,0,0.005703422,0.002851711,0,0,35,1.2,0,7.6,94,65,159,5,0,144,140,144,19,1,6,1 +954,136,0.005181347,0,0.003108808,0.004145078,0,0,37,1.2,0,8.6,94,64,158,2,0,139,137,141,21,1,6,1 +955,136,0,0,0.007035176,0.004020101,0,0,35,1.1,0,11.5,86,69,155,3,0,136,133,137,14,1,7,1 +956,136,0,0,0.008454106,0.004830918,0,0,32,1.3,0,17.5,102,61,163,7,0,136,133,137,17,1,7,1 +957,136,0,0,0.008206331,0.007033998,0,0,32,1.3,0,12.9,92,71,163,4,0,133,133,137,19,1,7,1 +958,136,0,0,0.007874016,0.007874016,0,0,33,1.3,0,8,81,73,154,4,1,133,132,135,17,1,7,1 +959,136,0,0,0.008116883,0.00487013,0,0,33,1.2,0,14.4,91,61,152,5,0,136,132,137,17,1,7,1 +960,133,0,0,0.008010681,0.008010681,0,0,20,2.6,0,22.5,98,63,161,7,0,136,126,135,54,1,7,1 +961,133,0,0,0.006134969,0.009202454,0,0,20,2.7,0,18.5,98,63,161,7,0,136,124,134,61,1,7,1 +962,133,0,0,0.006772009,0.003386005,0,0,35,1.3,4,27,90,67,157,7,0,139,135,139,16,1,7,1 +963,133,0.000846024,0,0.001692047,0.007614213,0,0,33,1.4,3,12.8,87,65,152,6,0,136,130,137,26,1,7,1 +964,133,0,0,0.00128866,0.007731959,0,0,37,1.3,4,14.6,81,71,152,4,0,136,130,136,24,1,7,1 +965,133,0.004616805,0,0.004616805,0.003693444,0,0,27,1.8,0,17.8,92,61,153,5,1,142,134,140,29,1,6,1 +966,133,0.00286944,0,0.004304161,0.004304161,0,0,28,1.6,0,15.2,96,57,153,5,2,141,135,140,26,1,6,1 +967,133,0.005427408,0,0.004070556,0.001356852,0,0,29,1.7,0,23.4,89,64,153,9,2,142,135,141,22,1,2,1 +968,133,0.005,0,0.003333333,0.001666667,0,0,27,1.7,0,20.4,89,64,153,9,2,142,135,140,21,1,2,1 +969,133,0,0,0.00672043,0.001344086,0,0,37,1.1,0,29.1,90,67,157,9,1,140,136,140,12,1,3,1 +970,133,0,0,0.00754717,0,0,0,41,1,5,28.9,73,84,157,8,2,140,136,140,8,1,3,1 +971,133,0,0,0.001430615,0.001430615,0,0,44,0.8,13,17.8,65,82,147,2,0,140,136,139,8,1,3,1 +972,131,0,0,0.00591716,0.00887574,0,0,29,2.1,4,3.6,108,59,167,7,1,135,120,132,72,1,7,1 +973,131,0,0,0.007509387,0.008760951,0,0,25,2.4,3,3.9,108,59,167,7,1,136,120,134,82,1,7,1 +974,131,0,0,0.005464481,0.008196721,0,0,32,1.8,6,2.3,97,59,156,3,1,135,120,133,70,1,7,1 +975,131,0,0,0.004158004,0.008316008,0,0,39,1,6,2.5,68,73,141,5,0,135,124,134,39,1,7,1 +976,131,0,0,0.005263158,0.006578947,0,0,32,2.2,12,6.1,108,59,167,6,1,143,125,137,91,1,7,1 +977,131,0.002275313,0,0.004550626,0.004550626,0,0,42,1,11,4.6,102,51,153,6,0,143,134,141,34,1,6,1 +978,131,0,0,0.006993007,0.005244755,0,0,40,1.1,13,4.9,100,51,151,7,0,143,132,139,43,1,7,1 +979,131,0.004219409,0,0.005274262,0.007383966,0,0.001054852,33,1.9,0,2.4,127,51,178,7,0,142,126,139,90,1,6,1 +980,131,0.00617284,0,0.00308642,0.00462963,0,0.00154321,35,1.7,0,0,126,52,178,6,1,143,128,142,92,1,6,1 +981,131,0.006097561,0,0.004573171,0.006097561,0,0,38,1.3,0,2.9,95,58,153,5,0,143,131,142,64,1,6,1 +982,131,0.006756757,0,0.006756757,0.004504505,0,0,42,0.9,0,3.2,79,74,153,2,0,142,136,142,24,1,6,1 +983,131,0,0,0.004210526,0,0,0,29,1,0,13,31,117,148,0,0,129,133,134,5,0,1,1 +984,131,0,0,0.004784689,0,0,0,29,1,0,12.9,31,115,146,0,0,129,131,132,3,0,1,1 +985,131,0.001398601,0,0.002797203,0,0,0,29,1,0,12.4,27,122,149,0,0,136,136,138,2,0,1,1 +986,131,0.008321775,0,0.00554785,0,0,0,25,1.3,0,6.8,42,117,159,1,0,136,138,139,5,0,2,1 +987,131,0.007751938,0,0.007751938,0,0,0,24,1.3,0,7.3,42,117,159,2,0,136,138,139,5,0,2,1 +988,131,0.012232416,0,0.006116208,0,0,0,28,1.4,0,4.3,52,118,170,8,0,143,145,145,8,0,2,1 +989,131,0.010738255,0,0.005369128,0,0,0,29,1.3,0,4.5,89,82,171,8,0,143,145,145,9,1,2,1 +990,131,0.010648596,0,0.004840271,0,0,0,23,1.5,0,6.6,52,124,176,3,0,148,148,149,7,0,2,1 +991,131,0.009497965,0,0.002713704,0,0,0,25,1.4,0,6.5,91,87,178,6,0,136,144,144,17,0,2,1 +992,131,0.010309278,0,0.001718213,0,0,0,25,1.3,0,6.8,82,87,169,5,0,136,141,141,9,0,2,1 +993,131,0.010706638,0,0.004282655,0,0,0,27,1.4,0,8.7,52,118,170,7,0,148,146,147,7,0,2,1 +994,131,0.013245033,0,0.005298013,0,0,0,28,1.3,0,4,89,82,171,7,0,143,146,146,8,1,2,1 +995,129,0.003811944,0,0.001270648,0,0,0,27,1.2,1,7.9,60,98,158,3,0,133,133,134,4,0,2,1 +996,129,0.003062787,0,0,0,0,0,28,1.1,1,7.1,30,122,152,1,0,133,133,134,2,0,2,1 +997,129,0.006147541,0,0.004098361,0.00102459,0,0,25,1.5,0,11.3,59,103,162,4,0,129,132,131,14,0,2,1 +998,129,0.006872852,0,0.005727377,0,0,0,23,1.5,0,12.6,44,115,159,1,0,133,139,141,11,0,2,1 +999,129,0.008746356,0,0.004373178,0,0,0,24,1.5,0,13.4,45,114,159,1,0,133,138,138,9,0,2,1 +1000,129,0.014023732,0,0.007551241,0,0,0,23,1.5,0,0.5,53,109,162,5,0,144,143,145,8,0,4,1 +1001,129,0.014906832,0,0.00621118,0,0,0,22,1.6,0,0.5,58,108,166,4,0,141,143,144,9,0,4,1 +1002,129,0.008006405,0,0.008006405,0,0,0,22,1.5,0,10.6,53,109,162,4,0,147,143,146,7,1,4,1 +1003,129,0.010989011,0,0.008241758,0,0,0,21,1.5,0,4.5,54,108,162,4,0,144,142,144,8,1,4,1 +1004,129,0.012430939,0,0.008287293,0,0,0,22,1.6,0,0,58,108,166,4,0,141,142,144,11,0,4,1 +1005,129,0.011986301,0,0.008561644,0,0,0,23,1.6,0,0,54,112,166,4,0,138,143,144,13,0,4,1 +1006,122,0.003329634,0,0.001109878,0.004439512,0,0,15,2.7,0,19.6,129,51,180,6,1,122,122,123,43,0,6,1 +1007,122,0.004137931,0,0.00137931,0.005517241,0,0,13,3,0,21.1,129,51,180,6,1,122,122,123,54,0,6,1 +1008,122,0.001851852,0,0,0.007407407,0,0,13,3.2,0,20.8,129,51,180,5,1,119,119,121,62,0,7,1 +1009,122,0.004424779,0,0.002212389,0.002212389,0,0,17,2.1,0,15.4,71,95,166,2,0,122,124,123,18,0,2,1 +1010,122,0.00243309,0,0,0.00729927,0,0,12,3.6,0,25.3,129,51,180,7,1,122,119,122,79,0,7,1 +1011,139,0.00408998,0,0.005112474,0,0,0,33,1.1,0,12.8,40,131,171,1,0,144,144,145,3,-1,2,1 +1012,139,0.00373599,0,0.00498132,0,0,0,34,1.1,0,14.1,36,129,165,2,0,144,143,144,2,0,2,1 +1013,139,0.0067659,0,0.00270636,0,0,0,41,0.8,0,8.2,42,131,173,2,0,144,144,145,3,-1,2,1 +1014,139,0.007722008,0,0.003861004,0,0,0,34,1,0,8.1,42,131,173,4,0,144,145,146,3,-1,2,1 +1015,139,0.006311993,0,0.004508566,0,0,0,39,0.8,0,7.6,34,136,170,1,0,144,146,146,3,-1,2,1 +1016,139,0.006810443,0,0.004540295,0,0,0,38,0.9,0,7.1,34,136,170,1,0,144,146,146,4,-1,2,1 +1017,139,0.004531722,0,0.004531722,0.001510574,0,0,37,1.3,0,7.8,106,68,174,7,1,141,143,145,13,1,2,1 +1018,139,0.003076923,0,0.003076923,0,0,0,38,1,0,11.7,47,114,161,2,0,142,141,142,3,0,1,1 +1019,139,0.002493766,0,0.004987531,0,0,0,35,1,0,11.6,28,131,159,0,0,144,143,145,1,0,1,1 +1020,135,0.003393665,0,0.00678733,0,0,0,29,1.3,0,10.4,37,123,160,3,0,138,139,140,3,0,2,1 +1021,135,0.002773925,0,0.006934813,0,0,0,28,1.4,0,9.7,40,120,160,2,0,138,139,140,2,0,2,1 +1022,135,0.007734807,0,0.007734807,0.001104972,0,0,27,1.4,0,8.5,106,64,170,4,2,138,140,141,8,1,2,1 +1023,135,0.001869159,0,0.005607477,0,0,0,26,1.3,0,10.1,37,123,160,1,1,137,138,139,2,0,1,1 +1024,135,0.008324662,0,0.007284079,0.004162331,0,0,26,1.6,0,6,106,64,170,4,2,141,138,141,16,1,6,1 +1025,135,0.006745363,0,0.008431703,0.005059022,0,0,23,1.8,0,8.8,112,60,172,6,2,139,137,140,20,1,6,1 +1026,135,0.005889282,0,0.005889282,0.004711425,0,0,27,1.5,0,5.8,96,69,165,5,2,143,139,142,17,1,6,1 +1027,135,0.002020202,0,0.006060606,0.006060606,0,0,23,1.7,0,8.4,88,69,157,6,2,139,134,139,17,1,7,1 +1028,135,0.009485095,0,0.005420054,0.002710027,0,0,24,2.5,0,3.9,98,80,178,4,2,143,143,146,15,0,6,1 +1029,135,0.011235955,0,0.004815409,0.001605136,0,0,25,2.5,0,4.6,89,89,178,5,2,143,145,147,10,0,2,1 +1030,135,0.003314917,0,0.003314917,0.003314917,0,0,24,1.5,0,13.1,55,102,157,4,0,136,134,136,9,0,6,1 +1031,135,0.0032,0,0.0032,0.0048,0,0,23,1.6,0,9.1,67,90,157,3,0,133,133,135,10,1,6,1 +1032,136,0.013861386,0,0.004950495,0,0,0,23,2.4,0,5.9,52,117,169,2,0,143,145,146,7,0,2,1 +1033,136,0.01344086,0,0.005376344,0,0,0,22,2.3,0,7.2,64,114,178,3,1,145,144,145,6,0,2,1 +1034,135,0.004126547,0,0.002751032,0.004126547,0,0,25,1.5,0,8.9,68,90,158,3,0,136,134,136,10,0,6,1 +1035,135,0.006849315,0,0.00456621,0.002283105,0,0,26,1.5,0,3.4,68,90,158,4,0,139,137,139,10,1,2,1 +1036,125,0,0,0.004040404,0.002020202,0,0,32,1,15,6,33,97,130,1,0,123,121,124,2,1,7,1 +1037,125,0.000847458,0,0.004237288,0.000847458,0,0,35,0.9,20,6.9,43,101,144,4,0,126,125,127,2,0,1,1 +1038,125,0,0,0.003984064,0,0,0,37,0.8,20,7.1,22,116,138,2,0,126,125,127,1,0,1,1 +1039,125,0.000953289,0,0.003813155,0,0,0,38,0.8,25,6.2,28,116,144,1,0,131,129,131,1,0,1,1 +1040,125,0,0,0.005217391,0,0,0,38,0.8,18,6.7,25,118,143,1,0,131,129,131,0,0,1,1 +1041,125,0.001113586,0,0.003340757,0,0,0,37,0.8,12,8.7,42,103,145,2,0,131,129,132,1,1,1,1 +1042,125,0,0,0.003640777,0,0,0,38,0.8,11,9,35,103,138,2,0,131,129,131,1,1,1,1 +1043,125,0,0,0.003992016,0,0,0,37,0.8,15,8,34,103,137,1,0,131,129,131,1,1,1,1 +1044,125,0.001122334,0,0.003367003,0,0,0,38,0.8,12,8.8,42,103,145,2,0,131,129,132,1,1,1,1 +1045,125,0,0,0.004304161,0,0,0,38,0.8,11,9.5,35,103,138,2,0,131,129,131,1,1,1,1 +1046,125,0.003500583,0,0.005834306,0,0,0,36,0.9,4,6.5,45,115,160,2,0,131,131,131,3,0,2,1 +1047,125,0.002967359,0,0.004451039,0,0,0,37,0.8,5,6.7,30,115,145,2,0,131,130,132,1,0,2,1 +1048,125,0.004357298,0,0.006535948,0,0,0,33,0.9,2,6.6,48,116,164,2,0,127,131,131,6,-1,2,1 +1049,125,0.004201681,0,0.004201681,0,0,0,32,1,0,6.3,50,114,164,2,0,127,131,130,9,-1,2,1 +1050,125,0.004790419,0,0.003592814,0,0,0,28,1.2,0,7.9,87,79,166,4,0,131,132,132,8,0,2,1 +1051,125,0.006504065,0,0.004878049,0,0,0,26,1.3,0,8,87,79,166,4,0,131,133,132,11,0,2,1 +1052,127,0.006090134,0,0.006090134,0,0,0,33,1,0,6.7,54,114,168,3,0,131,135,133,12,-1,2,1 +1053,127,0.006589786,0,0.006589786,0,0,0,34,1,0,6.1,54,114,168,1,0,131,136,134,15,-1,2,1 +1054,127,0.009888752,0,0.007416564,0.001236094,0,0,30,1.4,0,6.7,119,63,182,9,0,134,138,137,18,0,2,1 +1055,127,0.005119454,0,0.008532423,0,0,0,32,1.1,0,7,57,114,171,2,0,127,137,135,23,-1,2,1 +1056,127,0.008108108,0,0.006756757,0.002702703,0,0,22,2.1,0,22.7,119,63,182,6,0,131,133,135,32,0,6,1 +1057,127,0.006825939,0,0.006825939,0.003412969,0,0,21,2.2,0,24.9,101,81,182,5,0,131,131,133,26,0,6,1 +1058,127,0,0,0.00751073,0.00751073,0,0,18,2.5,0,19.1,83,76,159,5,0,120,118,121,20,0,7,1 +1059,127,0,0,0.006925208,0.005540166,0,0,20,2.2,0,19.3,78,81,159,4,0,131,122,124,23,0,7,1 +1060,127,0,0,0.008714597,0.010893246,0,0,17,2.8,0,3.7,81,76,157,3,0,114,112,115,16,0,7,1 +1061,127,0,0,0.007389163,0.012315271,0,0,17,2.8,0,3.7,81,76,157,5,0,114,113,116,16,0,7,1 +1062,127,0.00408998,0,0.008179959,0,0,0,32,1,0,7.5,57,114,171,1,0,131,135,134,14,-1,2,1 +1063,127,0.00255102,0,0.007653061,0,0,0,33,1,0,7.6,32,114,146,0,0,129,130,132,3,0,2,1 +1064,127,0,0,0.004555809,0.004555809,0,0,19,2.3,0,25.1,78,81,159,2,0,131,123,125,23,0,7,1 +1065,127,0,0,0.005154639,0.005154639,0,0,19,2.3,0,25.4,78,81,159,4,0,131,125,128,19,0,7,1 +1066,133,0.010277492,0,0.007194245,0,0,0,32,1.4,0,6.3,83,96,179,5,0,163,149,149,37,0,4,1 +1067,133,0.014302741,0,0.005959476,0,0,0,31,1.4,0,1.3,83,96,179,7,1,163,151,154,31,1,4,1 +1068,133,0.013812155,0,0.004143646,0.001381215,0,0,28,1.6,0,0,89,91,180,7,1,163,152,158,34,1,4,1 +1069,133,0.009578544,0,0.005747126,0,0,0,33,1.2,0,4.4,82,97,179,7,0,163,156,161,19,1,4,1 +1070,133,0.007246377,0,0.005797101,0.005797101,0,0,17,2.4,0,2.1,98,82,180,4,0,126,137,138,61,0,6,1 +1071,133,0.008130081,0,0.004065041,0.006097561,0,0,16,2.6,0,0,98,82,180,5,0,131,138,136,54,0,6,1 +1072,133,0.001109878,0,0.006659267,0.004439512,0,0,27,1.7,13,11.4,95,82,177,4,0,147,133,138,43,0,6,1 +1073,133,0,0,0.006535948,0.003267974,0,0,31,1.4,16,13,82,82,164,5,0,147,135,140,31,1,7,1 +1074,136,0.005847953,0,0.005847953,0.002923977,0,0,36,1.2,12,5.8,79,88,167,2,0,147,140,145,16,1,6,1 +1075,136,0.006718925,0,0.006718925,0.002239642,0,0,31,1.4,0,8,79,88,167,2,0,144,140,144,14,1,6,1 +1076,137,0.002244669,0,0.006734007,0.005611672,0,0,27,1.6,0,10.1,81,86,167,2,0,144,136,141,23,1,6,1 +1077,137,0.00228833,0,0,0.011441648,0,0,20,2,0,0,74,86,160,1,0,126,128,130,23,0,6,1 +1078,134,0.002473207,0,0.009892828,0.004946414,0,0,26,1.8,10,15.1,82,82,164,5,0,147,133,137,40,1,6,1 +1079,134,0,0,0.005110733,0.003407155,0,0,31,1.4,17,14.6,82,82,164,4,0,147,135,139,30,1,7,1 +1080,134,0.002795899,0,0.006523765,0.004659832,0,0,25,1.9,11,9.8,96,82,178,5,0,147,135,138,43,0,6,1 +1081,134,0.002824859,0,0.005649718,0.008474576,0,0,14,3,0,0,98,82,180,3,0,126,129,129,46,0,7,1 +1082,141,0.001851852,0,0.005555556,0.002777778,0,0,36,1.3,9,9.8,79,92,171,6,0,145,143,146,10,1,6,1 +1083,141,0.001426534,0,0.007132668,0.004279601,0,0,28,1.7,2,11.7,86,85,171,9,0,144,141,144,15,1,7,1 +1084,141,0.001779359,0,0.007117438,0.005338078,0,0,25,1.8,1,12.6,86,85,171,9,0,145,141,145,17,1,7,1 +1085,122,0.001913876,0,0.002870813,0,0,0,21,1.8,0,16.3,44,108,152,1,0,125,127,127,5,0,2,1 +1086,122,0.001251564,0,0.003754693,0,0,0,21,1.7,0,16.1,48,104,152,2,0,125,126,126,4,0,1,1 +1087,122,0,0,0.003565062,0,0,0,23,1.6,1,16.9,41,111,152,2,0,125,127,127,4,0,1,1 +1088,122,0.006289308,0,0.003144654,0,0,0,20,2,0,9.9,43,108,151,0,0,131,129,130,4,0,2,1 +1089,122,0.004484305,0,0.002989537,0,0,0,20,2,0,10.2,42,104,146,0,0,131,128,130,4,0,2,1 +1090,122,0.000937207,0,0.001874414,0,0,0,27,1.3,0,9.3,27,113,140,1,0,125,125,126,1,0,1,1 +1091,122,0,0,0,0,0,0,29,1.3,0,10.2,27,110,137,0,1,127,126,127,1,0,1,1 +1092,122,0.00191022,0,0.007640879,0,0,0,26,1.4,1,8.2,36,114,150,2,0,122,126,126,6,-1,2,1 +1093,122,0,0,0.004081633,0,0,0,23,1.5,1,9.2,28,113,141,1,0,122,124,124,2,0,2,1 +1094,122,0.015642458,0,0.001117318,0,0,0,22,2.2,0,1.9,52,100,152,1,0,131,133,134,5,0,2,1 +1095,122,0.017667845,0,0.001766784,0,0,0,22,2.5,0,2.2,52,100,152,1,0,136,132,134,6,0,2,1 +1096,123,0.011571842,0,0.00192864,0,0,0,22,2.2,0,6.7,52,100,152,2,0,131,132,133,4,0,2,1 +1097,123,0.01734104,0,0.001926782,0,0,0,24,2.2,0,1.7,52,100,152,1,0,136,133,135,5,0,2,1 +1098,122,0.001118568,0,0.003355705,0,0,0,21,1.8,2,14.9,54,100,154,3,0,126,125,127,4,0,1,1 +1099,122,0,0,0.002515723,0,0,0,22,1.8,2,15.7,36,104,140,2,0,126,125,127,2,0,1,1 +1100,122,0.003051882,0,0.004069176,0,0,0,22,1.8,0,14.7,50,103,153,4,0,126,127,128,4,0,2,1 +1101,122,0,0,0.004065041,0,0,0,22,1.8,0,15.7,34,106,140,2,1,126,125,127,2,0,1,1 +1102,122,0.004333694,0,0.003250271,0,0,0,21,1.7,0,14.9,55,104,159,1,1,126,127,128,6,0,2,1 +1103,122,0.002398082,0,0,0,0,0,23,1.6,0,16.2,33,109,142,2,1,126,127,128,3,0,3,1 +1104,122,0.006972112,0,0.002988048,0,0,0,19,2.3,0,12.1,53,104,157,2,1,125,127,128,8,0,2,1 +1105,122,0,0,0.002785515,0,0,0,21,2.2,0,17.4,39,104,143,4,2,129,126,128,4,0,3,1 +1106,122,0.002798507,0,0.001865672,0.000932836,0,0,19,2,0,17.7,46,102,148,3,0,125,124,126,6,0,2,1 +1107,122,0,0,0.002873563,0,0,0,21,2.2,0,17.1,34,104,138,3,2,129,126,128,3,1,3,1 +1108,122,0.001564945,0,0,0.001564945,0,0,17,2,0,18.8,46,102,148,2,0,119,123,123,8,0,3,1 +1109,122,0.002079002,0,0,0,0,0,18,1.9,0,19.4,40,108,148,3,0,119,125,125,9,0,3,1 +1110,122,0.003018109,0,0.004024145,0,0,0,21,2,0,12.6,49,107,156,3,0,126,125,126,5,0,2,1 +1111,122,0.004724409,0,0,0,0,0,20,2.1,0,9.8,55,101,156,4,1,127,126,127,7,0,2,1 +1112,122,0,0,0,0.001019368,0,0,20,1.8,0,13.8,39,103,142,1,0,120,119,121,3,0,1,1 +1113,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,1,1 +1114,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,3,1 +1115,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,3,1 +1116,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,3,1 +1117,122,0,0,0.000974659,0.000974659,0,0,25,1.4,3,9.3,31,105,136,1,0,126,122,124,5,0,1,1 +1118,122,0,0,0.0013947,0,0,0,26,1.3,4,9.8,30,106,136,1,0,126,122,125,3,0,1,1 +1119,122,0.000746269,0,0.005970149,0.000746269,0,0,21,1.7,0,14.3,37,105,142,1,0,125,123,125,3,0,1,1 +1120,122,0.001199041,0,0.005995204,0,0,0,22,1.7,0,13.9,37,105,142,0,0,125,124,126,3,0,1,1 +1121,122,0,0,0.001003009,0.001003009,0,0,23,1.5,3,9.5,33,103,136,0,0,125,120,122,5,0,1,1 +1122,122,0,0,0.001472754,0,0,0,25,1.3,4,9.5,30,106,136,1,0,125,122,124,3,0,1,1 +1123,122,0.000957854,0,0.004789272,0.000957854,0,0,21,1.7,0,14,37,105,142,1,0,125,123,125,3,0,1,1 +1124,122,0.002079002,0,0.002079002,0,0,0,20,1.8,0,15,37,105,142,0,0,125,123,125,4,0,3,1 +1125,122,0.003699137,0,0.004932182,0,0,0,25,1.4,0,8,44,104,148,4,0,126,125,127,3,0,2,1 +1126,122,0.004016064,0,0.002008032,0,0,0,25,1.5,0,8.3,44,104,148,5,0,126,125,126,4,0,2,1 +1127,122,0.001718213,0,0.003436426,0,0,0,27,1.3,0,8.1,39,104,143,3,0,126,124,126,2,0,1,1 +1128,122,0,0,0,0,0,0,29,1.2,0,8.5,26,107,133,1,0,126,124,126,1,1,1,1 +1129,122,0.006067961,0,0.003640777,0.001213592,0,0,22,1.8,0,11.5,52,96,148,1,0,131,128,130,7,0,2,1 +1130,122,0.0063593,0,0.004769475,0,0,0,22,1.7,0,13.5,45,103,148,1,0,131,129,131,4,0,2,1 +1131,122,0.00477327,0,0.003579952,0.00477327,0,0,20,2.6,0,17.7,98,60,158,6,0,131,121,126,31,0,6,1 +1132,122,0.00308642,0,0.007716049,0.007716049,0,0,18,3,0,16.2,98,60,158,7,0,127,120,124,28,0,6,1 +1133,122,0.002304147,0,0.00921659,0.00921659,0,0,16,3.5,0,23.1,98,60,158,5,0,107,115,115,34,0,7,1 +1134,122,0,0,0.010638298,0.010638298,0,0,13,3.8,0,23.6,98,60,158,6,1,127,113,115,41,0,7,1 +1135,122,0.002283105,0,0.006849315,0.006849315,0,0,16,3.4,0,19.8,96,62,158,6,0,125,120,124,25,0,6,1 +1136,122,0.00265252,0,0.01061008,0.00795756,0,0,17,3.4,0,18.4,96,62,158,9,0,125,122,126,26,0,6,1 +1137,122,0,0,0.005514706,0.001838235,0,0,27,1.1,0,10.7,35,101,136,1,0,125,122,124,3,0,7,1 +1138,122,0,0,0.005988024,0.003992016,0,0,30,1.1,0,7.6,39,93,132,2,0,126,122,125,4,1,7,1 +1139,122,0,0,0.004385965,0.001461988,0,0,27,1.2,0,10.1,43,93,136,2,0,125,122,124,3,1,1,1 +1140,122,0,0,0.003883495,0,0,0,25,1.2,0,11,31,105,136,0,0,125,122,124,2,0,1,1 +1141,122,0,0,0.004985045,0.002991027,0,0,27,1.2,0,10.3,40,92,132,3,2,120,120,123,4,1,7,1 +1142,122,0,0,0.004950495,0.004950495,0,0,26,1.3,0,9.8,47,85,132,3,2,126,119,123,10,1,7,1 +1143,122,0.004110997,0,0.005138746,0.004110997,0,0,22,1.7,0,7.4,69,74,143,3,0,133,122,127,26,1,6,1 +1144,122,0.004261364,0,0.005681818,0.005681818,0,0,21,1.7,0,6.7,69,74,143,4,0,133,121,126,32,1,6,1 +1145,122,0,0,0.005144033,0.00308642,0,0,24,1.5,0,10.6,73,77,150,1,2,124,119,123,12,0,7,1 +1146,122,0,0,0.006666667,0.006666667,0,0,21,1.9,0,5.6,73,77,150,3,2,127,115,117,30,0,7,1 +1147,122,0,0,0.006868132,0.008241758,0,0,21,1.7,0,8,55,81,136,2,1,126,115,118,22,1,7,1 +1148,122,0,0,0.005847953,0.00877193,0,0,18,1.9,0,8.8,44,91,135,4,0,126,117,121,19,1,7,1 +1149,122,0,0,0,0.005649718,0,0,21,1.9,0,9.5,57,82,139,4,0,133,119,124,38,1,7,1 +1150,122,0.006980803,0,0,0.001745201,0,0,26,1.4,0,5.6,61,85,146,5,0,140,129,134,28,1,6,1 +1151,122,0.008438819,0,0,0.002109705,0,0,24,1.6,0,8.4,78,79,157,3,0,136,127,131,21,1,6,1 +1152,122,0.008928571,0,0,0,0,0,25,1.5,0,10.9,72,85,157,6,2,136,129,133,14,1,2,1 +1153,122,0.003433476,0,0,0.00944206,0,0,18,2.4,0,4.9,74,69,143,1,1,131,117,120,40,1,6,1 +1154,122,0.001048218,0,0.003144654,0.011530398,0,0,16,2.7,0,5.5,96,56,152,1,2,112,113,116,21,0,7,1 +1155,122,0,0,0.003144654,0.014150943,0,0,13,3,0,0.4,96,56,152,3,2,109,110,112,20,0,7,1 +1156,122,0,0,0.002457002,0.014742015,0,0,13,3,0,0.7,83,69,152,3,0,110,110,113,16,0,7,1 +1157,122,0.006749156,0,0,0.003374578,0,0,23,1.7,0,9.7,78,79,157,6,0,131,125,130,18,0,6,1 +1158,122,0.010351967,0,0,0.002070393,0,0,25,1.6,0,9.1,72,85,157,6,2,136,129,133,15,1,2,1 +1159,127,0.008547009,0,0.007326007,0.002442002,0,0.001221001,22,1.7,0,0,129,52,181,8,0,140,136,142,63,1,6,1 +1160,127,0.009584665,0,0.00798722,0.001597444,0,0,22,1.6,0,0,90,91,181,4,1,140,144,146,25,0,4,1 +1161,127,0.010989011,0,0.01007326,0.000915751,0,0,24,1.5,0,1.7,67,109,176,3,0,155,148,152,19,0,4,1 +1162,127,0.010014306,0,0.008583691,0.001430615,0,0,24,1.5,0,0,72,109,181,4,0,153,150,154,16,0,4,1 +1163,131,0.006243496,0,0.009365245,0,0,0,27,1.4,0,19.2,70,110,180,2,0,155,155,156,14,0,4,1 +1164,131,0.011312217,0,0.011312217,0,0,0,23,1.7,0,6.9,84,110,194,6,0,160,158,161,23,0,4,1 +1165,131,0.010660981,0,0.014925373,0,0,0,26,1.5,0,3,61,109,170,2,1,155,151,154,11,1,4,1 +1166,126,0.008791209,0,0.005494505,0,0,0,24,1.5,0,9.4,33,122,155,1,1,136,137,138,3,0,2,1 +1167,126,0.009118541,0,0.007598784,0,0,0,23,1.5,0,10.3,33,122,155,2,0,136,137,139,3,0,2,1 +1168,126,0,0,0.003521127,0,0,0,35,1,5,7.8,21,121,142,1,0,136,133,135,2,0,1,1 +1169,126,0,0,0.003058104,0,0,0,36,0.9,4,7.3,21,121,142,1,0,136,133,135,1,1,1,1 +1170,126,0.002469136,0,0.008641975,0,0,0,26,1.3,0,9,51,114,165,1,0,129,132,131,10,-1,2,1 +1171,126,0,0,0.00990099,0,0,0,21,1.5,0,10.4,23,114,137,1,0,129,128,130,1,0,1,1 +1172,126,0,0,0.004081633,0,0,0,34,1,4,8.3,24,118,142,2,0,136,132,134,2,0,1,1 +1173,126,0.003924647,0,0.003139717,0,0,0,28,1.2,0,10.3,43,118,161,3,1,131,134,133,9,-1,2,1 +1174,126,0,0,0.005464481,0,0,0,23,1.4,0,12.2,42,101,143,3,0,126,128,129,2,0,1,1 +1175,126,0.002735978,0,0.004103967,0,0,0,25,1.3,0,11.9,56,101,157,2,0,126,131,130,9,0,2,1 +1176,126,0.003504673,0,0.005841121,0,0,0,29,1.3,0,9.2,65,103,168,2,0,127,134,133,18,0,2,1 +1177,126,0,0,0.005464481,0,0,0,28,1.3,0,10.8,34,107,141,1,0,127,128,128,3,0,1,1 +1178,126,0.006067961,0,0.004854369,0,0,0,27,1.3,0,5.6,58,103,161,2,0,133,135,135,10,0,2,1 +1179,126,0.00625,0,0.00625,0,0,0,25,1.4,0,6.3,48,107,155,2,0,133,135,135,9,0,2,1 +1180,126,0.006060606,0,0.00952381,0,0,0,27,1.3,0,6.3,43,113,156,3,0,129,134,134,10,0,2,1 +1181,126,0.007005254,0,0.007005254,0,0,0,30,1.2,0,4.3,49,107,156,3,0,127,134,134,11,0,2,1 +1182,126,0.006956522,0,0.006956522,0,0,0,30,1.2,0,4.2,49,107,156,3,0,127,134,134,11,0,2,1 +1183,126,0.005221932,0,0.010443864,0,0,0,29,1.2,0,4.8,36,108,144,3,0,127,131,131,4,0,2,1 +1184,120,0,0,0.008810573,0,0,0,49,0.9,4,15.2,39,95,134,5,0,122,120,122,3,1,3,1 +1185,120,0,0,0.011688312,0,0,0,51,0.7,4,11.4,26,103,129,1,0,122,119,121,2,1,1,1 +1186,120,0,0,0.011709602,0,0,0,53,0.7,2,10.4,20,107,127,2,0,122,119,121,2,1,1,1 +1187,120,0.00094697,0,0.007575758,0.00094697,0,0,47,1,2,9.8,67,73,140,9,0,116,121,121,9,1,2,1 +1188,120,0,0,0.006507592,0,0,0,49,0.8,2,10.5,32,104,136,4,0,116,120,121,4,0,1,1 +1189,120,0,0,0.007342144,0,0,0,50,0.8,2,10.2,29,104,133,2,0,116,119,120,3,0,1,1 +1190,133,0.001869159,0,0.005607477,0,0,0,50,0.9,1,10.8,46,115,161,2,1,135,136,137,3,0,2,1 +1191,133,0.001592357,0,0.006369427,0,0,0,49,1,1,11.4,60,101,161,4,1,135,136,137,4,0,1,1 +1192,133,0.003464203,0,0.006928406,0,0,0,52,0.7,1,9.2,67,94,161,4,0,136,137,138,2,0,2,1 +1193,133,0.002169197,0,0.006507592,0,0,0,52,0.7,2,8.6,38,113,151,1,1,136,136,137,1,0,1,1 +1194,133,0.003663004,0,0.005128205,0,0,0,41,1.1,9,13,82,86,168,4,1,139,143,144,9,1,2,1 +1195,133,0.002638522,0,0.005277045,0,0,0,38,1.1,0,12.5,58,113,171,5,1,150,147,149,5,0,2,1 +1196,138,0.011752137,0,0.00534188,0,0,0,37,1.2,0,4.1,48,120,168,0,1,146,147,148,4,0,2,1 +1197,138,0.008156607,0,0.004893964,0,0,0,37,1.2,0,5.2,52,116,168,2,0,146,146,147,4,0,2,1 +1198,133,0.001477105,0,0.005908419,0,0,0,50,0.8,5,11.3,57,94,151,3,0,136,136,137,1,1,1,1 +1199,133,0,0,0.005617978,0,0,0,53,0.7,2,9.8,34,113,147,4,1,136,136,138,1,1,1,1 +1200,143,0.004578755,0,0.004578755,0,0,0,44,1.1,5,12.2,45,128,173,4,0,147,148,149,4,0,2,1 +1201,143,0.005076142,0,0.005076142,0,0,0,37,1,0,9.5,44,130,174,4,0,147,148,149,5,0,2,1 +1202,143,0.004232804,0,0.005291005,0,0,0,44,0.9,6,9.4,43,130,173,7,0,147,148,148,4,0,2,1 +1203,143,0.005649718,0,0.005649718,0,0,0,43,0.9,12,5.9,34,132,166,2,0,147,148,149,2,0,2,1 +1204,143,0.003080082,0,0.008213552,0,0,0,47,0.7,0,10.9,33,137,170,2,1,155,154,156,3,0,2,1 +1205,143,0.00405954,0,0.00811908,0,0,0,48,0.7,0,10.6,38,136,174,2,1,155,155,157,2,0,2,1 +1206,143,0,0,0.006423983,0,0,0,63,0.5,35,6.5,33,128,161,4,0,147,146,148,0,0,10,2 +1207,136,0.004962779,0,0.006203474,0,0,0,46,0.8,1,7.4,39,119,158,1,1,144,143,145,1,0,2,1 +1208,136,0.005825243,0,0.00776699,0,0,0,45,0.8,2,6.4,29,129,158,2,0,144,143,145,1,0,2,1 +1209,136,0.00289296,0,0.005785921,0,0,0,48,0.7,2,9.4,42,121,163,1,1,144,144,145,2,0,2,1 +1210,136,0,0,0.002518892,0,0,0,47,0.9,2,10.6,39,119,158,2,1,144,143,145,1,0,1,1 +1211,137,0.000956938,0,0.004784689,0,0,0,59,0.5,25,7.1,31,132,163,2,1,142,141,142,2,-1,1,1 +1212,137,0,0,0.004273504,0,0,0,61,0.4,34,5.9,15,132,147,1,0,142,140,142,0,0,10,2 +1213,137,0.000906618,0,0.00543971,0,0,0,61,0.4,45,5.1,22,133,155,2,0,142,140,142,0,0,10,2 +1214,137,0.001111111,0,0.005555556,0,0,0,63,0.4,49,4.8,22,133,155,2,0,142,141,142,0,0,10,2 +1215,137,0.000823723,0,0.004942339,0,0,0,62,0.4,42,5.4,22,133,155,2,0,142,140,142,0,0,10,2 +1216,137,0.00110011,0,0.00660066,0,0,0,60,0.4,33,5.8,22,133,155,2,0,142,140,142,1,0,10,2 +1217,135,0,0,0.007220217,0.000902527,0,0,58,0.5,32,6.1,31,117,148,4,0,140,139,141,1,1,1,1 +1218,135,0,0,0.006822612,0,0,0,59,0.5,32,6.1,16,132,148,1,0,140,140,142,0,0,1,1 +1219,135,0,0,0.006866953,0.000858369,0,0,54,0.5,12,9,32,117,149,2,0,140,137,140,2,1,1,1 +1220,135,0,0,0.00536193,0.002680965,0,0,51,0.6,2,8.9,30,116,146,1,0,138,134,137,3,1,7,1 +1221,135,0,0,0.007326007,0.000915751,0,0,52,0.6,7,9.8,32,117,149,1,0,140,137,139,2,0,1,1 +1222,135,0,0,0.007173601,0,0,0,50,0.6,0,12.2,34,118,152,0,0,137,136,138,1,0,1,1 +1223,135,0.00625,0,0.007291667,0,0,0,48,0.7,1,8.1,42,120,162,5,0,139,141,142,4,0,2,1 +1224,135,0.009724473,0,0.006482982,0,0,0,50,0.7,2,1.8,46,122,168,3,0,139,142,143,4,0,2,1 +1225,135,0.006633499,0,0.006633499,0,0,0,47,0.8,2,10,39,120,159,1,0,139,139,141,3,0,2,1 +1226,135,0.002469136,0,0.007407407,0,0,0,47,0.8,2,13.3,36,120,156,1,0,139,138,139,2,0,1,1 +1227,125,0.001044932,0,0.004179728,0,0,0,43,0.7,31,7.8,21,120,141,0,0,131,130,132,1,0,1,1 +1228,125,0,0,0.004830918,0,0,0,45,0.7,33,7.7,19,122,141,0,0,131,130,131,1,0,1,1 +1229,125,0.001885014,0,0.004712535,0,0,0,40,0.7,9,8.1,29,122,151,1,0,131,132,132,2,-1,2,1 +1230,125,0,0,0.003590664,0,0,0,44,0.7,15,8.7,21,120,141,0,0,131,130,131,1,0,1,1 +1231,126,0.000929368,0,0.00464684,0,0,0,34,0.9,3,10.2,41,110,151,2,0,126,128,129,4,0,2,1 +1232,126,0,0,0.004373178,0,0,0,32,0.9,4,11.2,31,110,141,1,0,126,125,127,2,0,1,1 +1233,125,0.000933707,0,0.004668534,0,0,0,31,1.1,1,12.5,38,109,147,4,0,125,125,127,3,0,1,1 +1234,125,0,0,0.008,0,0,0,32,1.1,3,13,51,96,147,4,0,126,125,127,2,0,1,1 +1235,125,0.002427184,0,0.004045307,0.000809061,0,0,30,1.1,3,11,45,102,147,1,0,126,127,128,3,0,2,1 +1236,125,0.003307607,0,0.004410143,0,0,0,32,1,5,10.7,47,100,147,1,0,126,127,128,3,0,2,1 +1237,125,0.002915452,0,0.004373178,0.001457726,0,0,32,1,7,8.4,54,93,147,2,0,126,126,128,3,0,2,1 +1238,125,0.002178649,0,0.004357298,0.002178649,0,0,36,1,10,9.6,54,93,147,1,0,126,127,128,3,0,1,1 +1239,115,0.001869159,0,0.005607477,0.001869159,0,0,19,1.7,0,14.2,59,89,148,1,1,120,118,121,5,0,1,1 +1240,115,0.004179728,0,0.007314525,0.001044932,0,0,20,1.7,0,9.9,78,79,157,4,2,120,121,123,7,0,2,1 +1241,115,0.006688963,0,0.008361204,0,0,0,20,1.7,0,3.5,78,79,157,6,3,123,124,125,7,0,2,1 +1242,115,0.005240175,0,0.006113537,0.000873362,0,0,23,1.5,0,10.8,57,94,151,2,0,120,121,122,6,0,2,1 +1243,115,0,0,0.005385996,0.001795332,0,0,20,1.7,0,14,59,89,148,1,1,120,118,121,4,0,1,1 +1244,115,0.005656109,0,0.00678733,0,0,0,24,1.4,0,13,51,102,153,0,0,112,120,121,16,0,2,1 +1245,115,0.004518072,0,0.004518072,0,0,0,22,1.5,0,13.2,51,102,153,2,0,112,118,117,11,-1,2,1 +1246,112,0.004642526,0,0.00371402,0,0,0,24,1.3,5,10.5,40,103,143,1,0,114,114,115,4,-1,2,1 +1247,112,0,0,0.003745318,0,0,0,23,1.3,10,12.5,40,104,144,0,0,112,113,113,2,-1,1,1 +1248,112,0.010224949,0,0.005112474,0,0,0,24,1.3,5,6,39,105,144,0,0,114,116,116,5,-1,2,1 +1249,112,0.017857143,0,0.007142857,0,0,0,25,1.4,0,0.6,35,109,144,0,0,116,120,119,6,-1,2,1 +1250,112,0.008595989,0,0.005730659,0,0,0,24,1.3,6,6.4,37,105,142,1,0,114,116,115,4,-1,2,1 +1251,112,0.007662835,0,0.005747126,0,0,0,25,1.3,0,7.3,37,105,142,1,0,114,115,115,4,-1,2,1 +1252,112,0.002923977,0,0.004385965,0,0,0,24,1.3,8,10.4,40,104,144,0,1,114,114,114,3,-1,2,1 +1253,112,0,0,0.003976143,0,0,0,23,1.3,11,13,40,104,144,1,0,112,113,114,2,-1,1,1 +1254,120,0.008264463,0,0.002754821,0,0,0,20,1.7,0,5.8,42,109,151,2,0,122,126,125,8,0,2,1 +1255,118,0.000923361,0,0.002770083,0.000923361,0,0,26,1.4,0,11,56,94,150,3,0,120,118,119,6,0,6,1 +1256,118,0.002604167,0,0,0.002604167,0,0,24,1.7,0,7.1,62,88,150,4,1,114,116,116,12,0,6,1 +1257,118,0.000998004,0,0.006986028,0.000998004,0,0,25,1.3,0,10.9,61,89,150,5,0,120,119,120,6,0,6,1 +1258,118,0,0,0.007072136,0,0,0,26,1.2,0,11.1,44,100,144,3,0,120,119,120,2,0,1,1 +1259,118,0.001710864,0,0.005132592,0.001710864,0,0,25,1.4,22,7.9,88,72,160,2,2,126,120,123,11,0,6,1 +1260,118,0.002463054,0,0.003694581,0.002463054,0,0,25,1.5,35,6.5,90,70,160,2,2,126,120,124,13,0,6,1 +1261,118,0,0,0.007974482,0.001594896,0,0,21,1.5,0,10.3,55,89,144,1,1,123,118,121,6,0,7,1 +1262,118,0,0,0.002066116,0.002066116,0,0,24,1.5,0,9.7,55,89,144,1,1,125,118,121,10,0,7,1 +1263,119,0.003475239,0,0.004344049,0.00086881,0,0,26,1.4,23,6.3,88,72,160,1,1,126,123,126,7,0,6,1 +1264,119,0.004444444,0,0.007407407,0.001481481,0,0,23,1.5,5,7.9,75,70,145,1,1,126,122,125,9,1,6,1 +1265,119,0.003820439,0,0.006685769,0,0,0,24,1.4,2,11.1,42,103,145,1,0,125,124,126,4,0,2,1 +1266,119,0,0,0.002320186,0,0,0,25,1.3,9,9.3,40,103,143,3,0,126,122,124,4,0,1,1 +1267,119,0.002884615,0,0.005769231,0,0,0,25,1.3,0,13.8,39,106,145,0,0,120,123,123,5,0,2,1 +1268,119,0,0,0.00257732,0,0,0,23,1.5,0,16.1,39,106,145,3,1,125,124,126,3,0,3,1 +1269,119,0.000977517,0,0.005865103,0,0,0,26,1.2,0,13.8,39,106,145,1,0,120,122,122,3,0,1,1 +1270,119,0,0,0.006134969,0,0,0,24,1.4,0,15.5,39,106,145,3,0,125,124,126,3,0,3,1 +1271,119,0,0,0.007309942,0,0,0,27,1.2,0,13,37,109,146,1,0,120,120,121,1,-1,1,1 +1272,119,0,0,0.008960573,0,0,0,27,1.2,0,13.4,36,110,146,1,0,120,120,121,1,-1,1,1 +1273,115,0.005194805,0,0.006060606,0.000865801,0,0,20,1.6,0,10.7,86,71,157,5,0,116,119,118,11,0,2,1 +1274,115,0.007032349,0,0.005625879,0,0,0,20,1.6,0,9.4,82,75,157,3,0,120,121,121,8,0,2,1 +1275,115,0.005934718,0,0.005934718,0.00098912,0,0,20,1.7,0,10.8,88,69,157,5,0,114,118,118,13,0,2,1 +1276,115,0.005190311,0,0.005190311,0.001730104,0,0,20,1.7,0,10.6,84,69,153,5,0,114,117,116,13,0,2,1 +1277,115,0.00750469,0,0.006566604,0,0,0,20,1.7,0,9.6,56,101,157,2,0,114,118,118,10,-1,2,1 +1278,115,0,0,0.005154639,0,0,0,21,1.6,0,13.1,41,100,141,1,0,114,113,114,2,-1,1,1 +1279,115,0.006944444,0,0.006076389,0,0,0.000868056,17,2,0,13.9,73,84,157,0,1,120,117,119,13,0,6,1 +1280,115,0.012684989,0,0.002114165,0,0,0,19,1.8,0,6.7,56,101,157,1,1,120,121,121,9,0,2,1 +1281,112,0.004882813,0,0.006835938,0.001953125,0,0,17,2,1,9,66,78,144,0,1,112,112,113,9,0,6,1 +1282,112,0.001550388,0,0.00620155,0.003100775,0,0,17,2,0,11.6,66,78,144,3,1,112,109,111,9,0,7,1 +1283,112,0.002531646,0,0.006751055,0.001687764,0,0,21,1.7,2,9.9,60,84,144,1,1,114,113,115,7,0,6,1 +1284,112,0,0,0.006772009,0.004514673,0,0,16,2.2,3,10.4,62,78,140,3,1,112,108,110,10,0,7,1 +1285,112,0.002487562,0,0.006633499,0.000829187,0,0,23,1.5,1,9.2,55,89,144,5,0,114,114,116,4,0,6,1 +1286,112,0,0,0.004750594,0,0,0,26,1.3,0,10.1,37,90,127,2,1,114,114,116,2,1,1,1 +1287,112,0.002945508,0,0.004418262,0,0,0,26,1.2,1,8.4,54,90,144,4,2,120,116,117,4,0,2,1 +1288,112,0,0,0.005952381,0,0,0,25,1.3,0,9.3,34,104,138,4,1,119,116,118,2,0,1,1 +1289,115,0.004664179,0,0.009328358,0.001865672,0,0.000932836,17,2,0,6.8,89,80,169,3,1,121,115,119,25,0,6,1 +1290,115,0.001851852,0,0.009259259,0.003703704,0,0.001851852,15,2.3,0,5.6,92,77,169,4,1,114,109,110,33,-1,7,1 +1291,115,0.002888087,0,0.009386282,0.001444043,0,0,21,1.7,0,10.7,83,85,168,2,0,129,122,125,19,0,6,1 +1292,115,0,0,0.007672634,0.00511509,0,0,15,2.2,0,6.8,55,84,139,4,0,119,111,115,19,0,7,1 +1293,115,0.004436557,0,0.009760426,0.000887311,0,0,22,1.7,0,10.2,102,76,178,3,2,129,124,128,17,0,6,1 +1294,115,0.006339144,0,0.00792393,0,0,0,19,1.7,0,7.9,55,89,144,2,1,126,121,123,9,0,2,1 +1295,115,0.003024194,0,0.008064516,0.002016129,0,0.001008065,24,1.6,0,10.1,108,71,179,3,2,133,122,129,45,0,6,1 +1296,115,0.001455604,0,0.008733624,0.001455604,0,0.001455604,25,1.7,0,10.3,108,71,179,3,2,129,122,130,42,0,7,1 +1297,115,0.004198153,0,0.008396306,0.001679261,0,0.000839631,23,1.9,0,8.5,123,71,194,4,0,131,129,132,59,0,6,1 +1298,115,0.005633803,0,0.007042254,0.002816901,0,0.001408451,21,2.3,0,1.7,125,71,196,3,0,145,127,130,127,0,6,1 +1299,114,0.006688963,0,0.010033445,0.002229654,0,0.001114827,19,2.8,0,12.2,127,71,198,5,0,145,133,136,114,0,6,1 +1300,114,0.01056338,0,0.01056338,0,0,0,18,3,0,14.9,122,76,198,4,1,145,146,147,65,0,4,1 +1301,136,0.001733102,0,0.005199307,0.006065858,0,0.000866551,24,1.6,0,3.9,115,60,175,8,0,136,128,135,35,0,6,1 +1302,136,0,0,0.004672897,0.006542056,0,0.000934579,25,1.6,0,4,98,60,158,6,0,136,126,134,34,1,7,1 +1303,136,0.006445672,0,0.004604052,0.00092081,0,0,39,0.8,0,4.5,63,115,178,5,0,148,152,152,12,0,2,1 +1304,137,0.004694836,0,0.004694836,0.001564945,0,0,36,0.9,0,5,63,115,178,4,0,148,148,149,9,0,2,1 +1305,138,0,0,0.006696429,0.002232143,0,0,34,1,6,10.5,56,99,155,5,0,148,142,146,9,1,7,1 +1306,138,0,0,0.007371007,0.002457002,0,0,34,1,7,9.6,62,93,155,5,0,148,142,146,10,1,7,1 +1307,138,0.001707942,0,0.006831768,0.005123826,0,0,32,1.1,16,6.6,78,97,175,5,0,145,139,144,16,0,6,1 +1308,138,0,0,0.005730659,0.004775549,0,0,33,1,18,6.7,67,97,164,2,0,145,139,144,12,1,7,1 +1309,138,0.003393665,0,0.007918552,0.005656109,0,0,28,1.3,9,3.5,90,85,175,6,0,144,134,138,31,0,6,1 +1310,138,0.006578947,0,0.006578947,0.006578947,0,0,28,1.4,16,1.6,90,85,175,8,0,143,136,141,32,0,6,1 +1311,126,0.006791171,0.007640068,0.005093379,0.006791171,0,0.000848896,21,2.3,0,4.2,107,67,174,6,0,143,125,133,78,0,6,1 +1312,125,0.014319809,0.009546539,0.00477327,0.00477327,0,0,22,2.2,0,0,107,67,174,7,1,134,134,138,21,0,6,1 +1313,125,0.01511335,0.010075567,0.005037783,0.002518892,0,0,22,2.1,0,0,107,67,174,4,0,134,136,138,16,0,2,1 +1314,125,0.007048458,0.007048458,0.005286344,0.007048458,0,0.000881057,21,2.3,0,4.3,107,67,174,7,0,143,125,134,79,0,6,1 +1315,125,0.008032129,0.00669344,0.00669344,0.005354752,0,0,23,2.1,0,5.5,125,53,178,8,0,143,128,137,65,1,6,1 +1316,125,0.003550296,0.01183432,0.004733728,0.00591716,0,0,23,2.2,0,7.4,125,53,178,8,0,143,122,131,92,0,6,1 +1317,125,0.002936858,0.01174743,0.004405286,0.005873715,0,0,22,2.2,0,8.5,125,53,178,9,0,143,123,131,84,0,6,1 +1318,125,0,0.011532125,0.004942339,0.006589786,0,0,22,2.3,0,8.5,125,53,178,8,0,143,122,130,94,0,7,1 +1319,125,0.002061856,0.01443299,0.006185567,0.008247423,0,0,18,2.7,0,6.3,125,53,178,10,0,131,115,121,72,0,7,1 +1320,128,0.008421053,0.007368421,0.004210526,0.004210526,0,0.001052632,20,2.2,0,1.9,107,67,174,4,0,134,126,133,47,0,6,1 +1321,128,0.006518905,0.007822686,0.005215124,0.005215124,0,0.001303781,19,2.4,0,1.9,107,67,174,7,0,134,123,129,57,0,6,1 +1322,128,0.006060606,0.01038961,0.004329004,0.005194805,0,0.000865801,22,2.2,0,6.3,109,65,174,7,0,143,126,134,70,0,6,1 +1323,128,0,0.012068966,0.005172414,0.006896552,0,0.001724138,22,2.3,0,8.4,125,53,178,9,0,143,121,130,97,0,7,1 +1324,128,0.00280112,0.009337068,0.006535948,0.004668534,0,0.000933707,24,2,0,9,91,65,156,6,0,133,125,131,42,1,6,1 +1325,128,0.001355014,0.010840108,0.005420054,0.004065041,0,0.001355014,22,2.2,0,9.4,125,53,178,7,0,143,123,130,80,0,7,1 +1326,128,0.003505697,0.009640666,0.005258545,0.005258545,0,0.000876424,25,2,0,7.3,91,65,156,8,0,133,125,131,41,1,6,1 +1327,128,0,0.013618677,0.007782101,0.005836576,0,0.001945525,17,2.7,0,8.7,125,53,178,9,0,133,114,122,73,0,7,1 +1328,128,0.005267779,0.010535558,0.004389816,0.005267779,0,0,30,1.7,0,7,118,59,177,7,1,133,128,133,30,0,6,1 +1329,128,0.006105006,0.006105006,0.004884005,0.003663004,0,0,32,1.5,0,5.4,90,68,158,6,0,133,133,135,16,1,6,1 +1330,128,0.006776379,0.009680542,0.003872217,0.005808325,0,0,31,1.7,0,3.7,109,68,177,11,0,137,128,135,40,0,6,1 +1331,128,0.008464329,0.009673519,0.00362757,0.004836759,0,0,31,1.7,0,2.9,141,57,198,11,0,137,130,137,41,0,6,1 +1332,128,0.008103728,0.009724473,0.003241491,0.004862237,0,0,30,1.9,0,3.8,141,57,198,12,0,137,127,136,49,0,6,1 +1333,128,0.007653061,0.010204082,0.00255102,0.005102041,0,0,27,1.9,0,1.1,141,57,198,12,0,135,125,135,59,0,6,1 +1334,128,0.006751055,0.006751055,0.004219409,0.005907173,0,0.000843882,21,2.3,0,5.2,107,67,174,7,0,143,126,135,76,0,6,1 +1335,128,0.00280112,0.005602241,0.00280112,0.005602241,0,0.00280112,14,2.7,0,0,89,67,156,4,0,115,115,116,44,0,7,1 +1336,128,0.006386861,0.010036496,0.004562044,0.004562044,0,0.000912409,22,2.2,0,6.6,109,65,174,6,0,143,127,135,71,0,6,1 +1337,128,0,0.011450382,0.003816794,0.005725191,0,0.001908397,22,2.4,0,9.2,125,53,178,11,0,143,121,131,101,0,7,1 +1338,128,0.004504505,0.00990991,0.004504505,0.004504505,0,0.000900901,26,2,0,8.2,91,65,156,8,0,133,126,132,41,1,6,1 +1339,128,0,0.015533981,0.009708738,0.00776699,0,0.001941748,16,2.9,0,7.8,125,53,178,9,0,133,114,121,74,0,7,1 +1340,128,0.004409171,0.009700176,0.005291005,0.003527337,0,0.000881834,29,1.6,0,6.4,91,65,156,8,0,133,129,133,27,1,6,1 +1341,128,0.005277045,0.007915567,0.003957784,0.005277045,0,0,29,1.6,0,7.1,90,68,158,6,0,133,131,133,19,1,6,1 +1342,128,0.00681431,0.008517888,0.003407155,0.005110733,0,0,32,1.6,0,3.5,109,68,177,11,0,137,129,135,35,0,6,1 +1343,128,0.008274232,0.008274232,0.003546099,0.004728132,0,0,33,1.5,0,3.9,141,57,198,8,0,137,132,136,21,0,6,1 +1344,128,0.006161972,0.01056338,0.003521127,0.004401408,0,0.000880282,29,1.7,0,5.8,115,62,177,11,0,137,128,133,37,0,6,1 +1345,128,0.010781671,0.010781671,0.005390836,0.002695418,0,0,36,1.6,0,4.9,124,59,183,5,0,137,135,139,18,0,2,1 +1346,128,0.002529511,0.016863406,0.003372681,0.003372681,0,0.002529511,30,2,0,6,111,54,165,14,0,129,112,129,103,1,6,2 +1347,128,0,0.01928934,0.003045685,0.003045685,0,0.003045685,29,2.2,0,7.2,145,54,199,14,0,129,107,124,126,0,8,3 +1348,128,0,0.018518519,0.003472222,0.002314815,0,0.003472222,30,2.1,0,8.6,128,54,182,12,0,129,104,120,134,0,8,3 +1349,128,0,0.02484472,0.00310559,0.00310559,0,0.00310559,34,2.4,0,3.6,145,54,199,11,1,75,98,86,144,-1,8,3 +1350,128,0,0.027932961,0.003724395,0.003724395,0,0.003724395,36,2.6,0,0,120,54,174,8,2,75,91,79,108,-1,8,3 +1351,131,0.00088574,0,0.005314438,0.002657219,0,0,27,1.4,0,12.2,84,71,155,2,0,136,132,137,15,1,7,1 +1352,131,0,0,0.006423983,0.004282655,0,0,19,1.9,0,12.3,81,70,151,3,1,127,126,130,21,1,7,1 +1353,132,0.00084674,0,0.00508044,0.00169348,0,0,28,1.3,0,13.3,79,76,155,3,2,140,135,138,11,1,7,1 +1354,132,0,0,0.004769475,0,0,0,33,1,0,13.3,35,120,155,1,0,138,138,139,2,0,1,1 +1355,132,0.005050505,0,0.001683502,0.002525253,0,0,25,1.5,0,11,92,76,168,4,2,141,138,140,16,1,6,1 +1356,132,0.001236094,0,0.003708282,0.003708282,0,0,24,1.5,0,12,77,76,153,5,2,140,133,137,17,1,7,1 +1357,132,0.010282776,0,0.002570694,0.005141388,0,0,20,2.1,0,2.9,99,76,175,5,0,141,138,142,29,1,6,1 +1358,132,0.00877193,0,0.002506266,0.006265664,0,0,19,2.3,0,4,100,76,176,6,1,145,138,143,36,1,6,1 +1359,132,0.010092515,0,0.002523129,0.004205214,0,0,21,2,0,6.3,95,80,175,6,2,143,139,142,23,0,6,1 +1360,132,0.009925558,0,0,0,0,0,26,1.4,0,4,58,110,168,2,1,145,146,147,11,0,2,1 +1361,132,0.008014248,0,0.001780944,0.003561888,0,0,22,1.9,0,7.8,95,80,175,7,2,143,140,143,22,0,6,1 +1362,132,0.007918552,0,0.002262443,0.004524887,0,0,20,2.1,0,8,102,74,176,9,2,141,136,140,24,0,6,1 +1363,132,0.005106383,0,0.001702128,0.002553191,0,0,26,1.5,0,7.5,94,68,162,9,1,143,137,142,26,1,6,1 +1364,132,0.002234637,0,0.002234637,0.003351955,0,0,29,1.5,0,8.6,102,67,169,11,1,143,136,141,33,1,6,1 +1365,132,0.001877934,0,0.002816901,0.002816901,0,0,28,1.4,0,8.4,94,68,162,11,1,143,137,142,26,1,6,1 +1366,132,0,0,0.003968254,0,0,0,23,1.5,0,13.1,42,106,148,5,0,138,136,138,3,1,1,1 +1367,133,0.002560819,0,0.003841229,0.003841229,0,0,30,1.5,0,5.3,102,67,169,9,1,147,137,144,40,1,7,1 +1368,134,0.001485884,0,0.002971768,0.004457652,0,0,29,1.6,0,5.2,102,67,169,10,1,147,136,143,45,1,6,1 +1369,134,0,0,0.004158004,0.006237006,0,0,28,1.9,0,5.5,102,67,169,11,2,148,133,140,66,1,7,1 +1370,134,0,0,0.002380952,0.004761905,0,0,30,1.6,0,4.8,102,67,169,10,2,148,135,142,50,1,7,1 +1371,144,0,0,0.008226691,0.000914077,0,0,60,0.4,8,7.2,33,123,156,0,0,147,145,148,2,1,10,2 +1372,144,0,0,0.007847534,0,0,0,61,0.4,10,7.6,20,136,156,2,0,148,146,148,1,0,10,2 +1373,121,0.008223684,0,0.004934211,0,0,0,32,1,0,2.6,47,110,157,1,0,131,131,131,8,0,2,1 +1374,121,0.008324662,0,0.006243496,0.001040583,0,0,27,1.2,0,3.3,67,90,157,4,0,129,129,129,12,0,2,1 +1375,121,0.004347826,0,0.008695652,0.002173913,0,0,24,1.5,0,4.9,67,90,157,2,0,120,125,123,16,0,2,1 +1376,121,0.006822612,0,0.009746589,0.003898635,0,0,21,1.9,0,2.9,83,74,157,2,0,125,123,126,19,0,6,1 +1377,121,0.005859375,0,0.0078125,0.00390625,0,0,24,1.7,0,4.1,72,74,146,4,0,129,121,126,25,1,6,1 +1378,121,0.003389831,0,0.006779661,0.005649718,0,0,25,1.6,0,3.8,73,71,144,2,0,120,114,119,29,1,6,1 +1379,121,0.002828854,0,0.005657709,0.005657709,0,0,25,1.5,0,4.4,73,71,144,4,0,122,112,117,34,0,6,1 +1380,121,0.002932551,0,0.00684262,0.004887586,0,0.000977517,26,1.4,0,1.1,73,71,144,6,0,123,112,117,36,0,6,1 +1381,121,0,0,0.003478261,0.005217391,0,0.00173913,24,1.5,0,0,68,71,139,2,0,123,106,108,53,0,7,2 +1382,121,0,0,0.003478261,0.005217391,0,0.00173913,24,1.5,0,0,68,71,139,2,0,123,106,108,53,0,7,1 +1383,121,0.000904977,0,0.008144796,0.006334842,0,0.000904977,27,1.4,0,4.4,69,70,139,4,0,114,110,114,24,0,7,1 +1384,121,0,0,0.007936508,0.007936508,0,0,28,1.4,0,5.7,67,70,137,2,1,114,112,116,21,1,7,1 +1385,121,0.003542958,0,0.008857396,0.004428698,0,0,34,1.1,0,6.3,83,70,153,5,1,127,123,126,29,1,6,1 +1386,121,0,0,0.007473842,0.007473842,0,0,28,1.3,0,5.6,67,70,137,3,1,114,113,117,20,1,7,1 +1387,121,0.004054054,0,0.009459459,0.002702703,0,0,37,1,0,6.6,71,82,153,6,0,136,126,129,35,1,6,1 +1388,121,0.005576208,0,0.00929368,0,0,0,39,0.9,0,8.6,58,95,153,4,0,150,131,132,47,0,2,1 +1389,121,0.004934211,0,0.008223684,0.001644737,0,0,37,0.9,0,7.5,71,82,153,5,0,150,128,130,68,1,6,1 +1390,121,0.00729927,0,0.00973236,0,0,0,41,0.8,0,6.6,48,105,153,3,0,150,135,137,32,1,4,1 +1391,142,0,0,0.007383966,0,0,0,60,0.4,8,7.7,20,136,156,0,0,147,146,148,1,0,10,2 +1392,142,0,0,0.006896552,0,0,0,58,0.4,9,7.9,20,136,156,0,0,148,147,149,1,0,1,1 +1393,142,0,0,0.007462687,0,0,0,60,0.4,17,6.8,21,142,163,0,0,153,152,153,1,0,10,2 +1394,142,0,0,0.008498584,0,0,0,58,0.4,22,6.3,13,145,158,0,0,153,151,153,0,0,1,1 +1395,142,0,0,0.005922166,0,0,0,59,0.4,32,6.3,22,141,163,1,0,155,153,155,1,0,5,2 +1396,142,0,0,0.005896226,0,0,0,58,0.4,31,6.1,22,141,163,2,0,155,153,155,1,0,5,2 +1397,142,0.00087184,0,0.006974717,0.004359198,0,0,49,0.9,28,5.8,114,68,182,2,0,153,146,154,37,1,7,1 +1398,142,0.001371742,0,0.008230453,0.006858711,0,0,41,1.2,22,5.3,115,67,182,1,0,157,140,149,73,1,7,1 +1399,142,0.001658375,0,0.008291874,0.006633499,0,0,41,1.4,27,4.6,115,67,182,4,0,157,140,150,80,1,7,1 +1400,142,0,0,0.008888889,0.006666667,0,0,44,1.5,33,5.7,115,67,182,2,1,157,141,153,87,1,7,1 +1401,142,0.004201681,0,0.006302521,0.010504202,0,0,32,1.8,0,0,115,67,182,2,0,157,133,142,115,1,6,1 +1402,142,0.002518892,0,0.005037783,0.012594458,0,0,25,2.1,0,0,115,67,182,2,0,143,128,133,83,0,7,1 +1403,145,0,0,0.000898473,0,0,0,50,0.7,17,7.3,42,125,167,8,0,153,154,155,2,1,5,2 +1404,145,0.001697793,0,0.001697793,0,0,0,50,0.7,12,6.5,65,103,168,8,0,153,155,156,3,1,5,2 +1405,145,0,0,0.00257732,0,0,0,51,0.6,13,8.3,24,141,165,1,0,153,152,153,1,0,5,2 +1406,145,0,0,0.002770083,0,0,0,51,0.7,7,8.4,24,141,165,1,0,153,152,153,1,0,5,2 +1407,145,0.005067568,0,0.001689189,0,0,0,46,0.8,0,8.6,67,104,171,4,0,155,153,154,4,1,2,1 +1408,145,0.004909984,0,0.003273322,0,0,0,46,0.8,0,8.4,31,140,171,2,0,153,152,152,3,0,2,1 +1409,145,0.005123826,0,0.004269855,0,0,0,51,0.7,5,7.7,67,104,171,5,0,149,153,154,5,1,2,1 +1410,145,0.003671971,0,0.007343941,0,0,0,55,0.6,8,5.9,27,138,165,5,0,149,150,151,2,0,2,1 +1411,145,0.003896104,0,0.006493506,0,0,0,55,0.6,8,6.6,73,93,166,5,0,149,150,151,1,1,2,1 +1412,145,0,0,0.007662835,0,0,0,57,0.6,10,8.2,66,93,159,4,0,149,149,150,1,1,1,1 +1413,142,0.001806685,0,0.004516712,0,0,0,51,0.8,9,9.5,50,112,162,8,0,153,149,151,4,1,5,2 +1414,142,0,0,0.002717391,0,0,0,52,0.8,10,11,71,89,160,6,0,153,149,153,5,1,5,2 +1415,142,0.009259259,0,0.007407407,0,0,0,43,0.9,0,6.1,46,127,173,3,0,149,149,150,4,0,2,1 +1416,142,0.013207547,0,0.00754717,0,0,0,41,1,0,0.7,44,134,178,4,0,149,152,152,5,0,2,1 +1417,142,0.008196721,0,0.007025761,0,0,0,44,0.9,0,7,46,127,173,2,0,149,149,150,4,0,2,1 +1418,142,0.002016129,0,0.008064516,0,0,0,48,0.7,0,8.8,39,123,162,3,0,149,147,149,2,0,1,1 +1419,142,0.008754864,0,0.008754864,0,0,0,41,1,0,7.2,41,132,173,3,0,150,150,151,3,0,2,1 +1420,142,0.007656968,0,0.006125574,0,0,0,42,1,0,8.5,61,106,167,2,0,150,149,151,3,1,2,1 +1421,142,0.005862647,0,0.006700168,0,0,0,42,1,0,11.4,97,74,171,6,0,148,148,149,5,1,2,1 +1422,142,0.002398082,0,0.007194245,0,0,0,42,1,0,12.2,61,130,191,4,0,148,147,149,2,-1,1,1 +1423,142,0.005938242,0,0.005938242,0,0,0,41,1,0,10.2,57,111,168,5,0,147,147,149,4,0,2,1 +1424,142,0.00973236,0,0.00729927,0,0,0,40,1,0,2.1,57,111,168,6,0,147,148,149,6,0,2,1 +1425,144,0.005263158,0,0.005263158,0.000877193,0,0,41,0.9,6,4.9,63,116,179,6,1,155,153,154,5,0,2,1 +1426,144,0.003957784,0,0.001319261,0.001319261,0,0,40,0.9,5,8.3,97,82,179,7,1,152,153,154,7,1,2,1 +1427,144,0.004230118,0,0.005076142,0.000846024,0,0,38,1,3,7,63,116,179,3,0,155,153,155,6,0,2,1 +1428,144,0.006097561,0,0.004065041,0,0,0,39,1,5,2.8,43,136,179,1,0,157,157,157,4,0,2,1 +1429,144,0.000843882,0,0.005063291,0,0,0,43,0.8,1,10.2,45,129,174,0,0,155,154,156,2,0,2,1 +1430,144,0,0,0.00463392,0,0,0,43,0.7,1,10.2,40,129,169,1,0,157,154,156,3,0,5,2 +1431,144,0.001679261,0,0.005037783,0,0,0,42,0.7,0,10,37,136,173,1,0,155,154,156,2,0,2,1 +1432,144,0,0,0.005813953,0,0,0,45,0.7,0,9.8,30,139,169,2,0,157,155,157,2,0,5,2 +1433,144,0.008896797,0,0.006227758,0,0,0,34,1,0,8.7,48,126,174,1,0,153,153,154,5,0,2,1 +1434,144,0.010339734,0,0.005908419,0,0,0,33,1.1,0,5.3,54,120,174,1,0,155,154,155,5,0,2,1 +1435,144,0.010298661,0,0.006179197,0,0,0,38,0.9,0,6,48,126,174,1,0,155,154,155,4,0,2,1 +1436,144,0.010548523,0,0.006329114,0,0,0,43,0.8,0,4.6,40,134,174,2,0,155,154,156,3,0,2,1 +1437,146,0.006255585,0,0.004468275,0,0,0,38,0.9,0,8.4,49,126,175,2,0,157,152,154,6,0,2,1 +1438,146,0.007692308,0,0.006153846,0,0,0,39,0.9,0,4.4,49,126,175,4,0,157,154,156,5,0,2,1 +1439,146,0.005847953,0,0.005012531,0,0,0,37,0.9,0,7.9,49,126,175,2,0,155,152,154,4,0,2,1 +1440,146,0.006493506,0,0.003246753,0,0,0,38,1,0,8.8,49,126,175,3,0,150,152,153,5,0,2,1 +1441,146,0.007079646,0,0.003539823,0,0,0,37,0.9,0,6.9,52,126,178,0,0,155,153,155,4,0,2,1 +1442,146,0.00997151,0,0.004273504,0,0,0,35,1,0,3.4,52,126,178,2,0,155,154,155,4,0,2,1 +1443,147,0.006024096,0,0.004302926,0,0,0,44,0.7,36,3.6,35,143,178,0,0,157,158,159,1,0,2,1 +1444,147,0.007716049,0,0.00308642,0,0,0,41,0.8,15,1.8,35,140,175,0,0,157,157,158,1,0,2,1 +1445,147,0.001819836,0,0.006369427,0,0,0,46,0.6,49,4.8,24,143,167,1,0,160,157,159,1,0,2,1 +1446,147,0,0,0.00529661,0,0,0,48,0.6,52,5.2,18,149,167,2,0,160,158,159,0,0,5,2 +1447,147,0.00252738,0,0.0042123,0,0,0,46,0.7,46,5.2,29,144,173,2,0,157,157,159,1,0,2,1 +1448,147,0.00124533,0,0.00249066,0,0,0,46,0.7,41,5.3,23,144,167,1,0,157,157,159,0,0,2,1 +1449,147,0.005610098,0,0.005610098,0,0,0,42,0.9,37,4.9,42,132,174,1,0,157,157,159,1,0,2,1 +1450,147,0.012722646,0,0.010178117,0,0,0,36,1.2,0,4.8,42,132,174,2,0,157,157,158,2,0,2,1 +1451,148,0.003350084,0,0.004187605,0,0,0,44,0.7,6,8.2,28,142,170,1,0,155,155,156,1,0,2,1 +1452,148,0,0,0.005385996,0,0,0,49,0.6,1,9.6,21,143,164,0,0,155,154,156,0,0,1,1 +1453,148,0.003505697,0,0.005258545,0,0,0,44,0.8,8,9.4,31,142,173,4,0,157,156,158,1,0,2,1 +1454,148,0.001972387,0,0.007889546,0,0,0,44,0.9,15,9.6,60,135,195,5,0,157,158,158,1,0,5,2 +1455,148,0.003710575,0,0.004638219,0,0,0,40,0.9,8,11.8,47,126,173,5,0,157,156,158,3,0,2,1 +1456,148,0,0,0.006818182,0,0,0,41,1,5,13.4,60,135,195,4,1,157,155,158,2,0,5,2 +1457,148,0.002881844,0,0.003842459,0,0,0,42,0.8,20,9.3,45,126,171,2,0,157,155,158,3,1,2,1 +1458,148,0.004716981,0,0.002358491,0,0,0,40,0.9,0,10.6,35,136,171,1,0,153,155,156,4,0,2,1 +1459,148,0.004716981,0,0.002358491,0,0,0,40,0.9,0,10.6,35,136,171,1,0,153,155,156,4,0,2,1 +1460,148,0.00084317,0,0.004215852,0,0,0,46,0.7,54,7.1,45,126,171,3,0,160,158,160,2,1,2,1 +1461,148,0,0,0.007326007,0,0,0,37,1.1,3,13,42,126,168,2,0,157,153,156,5,1,1,1 +1462,148,0,0,0.005076142,0,0,0,50,0.5,60,4.9,12,151,163,1,0,160,159,160,0,1,1,1 +1463,148,0,0,0.004816956,0,0,0,50,0.5,62,4.7,10,153,163,1,0,160,159,161,0,1,10,2 +1464,148,0,0,0.005952381,0,0,0,51,0.5,59,4.8,11,152,163,1,0,160,159,161,0,1,1,1 +1465,148,0,0,0.006024096,0,0,0,51,0.5,62,4.5,8,155,163,1,0,160,159,161,0,0,10,2 +1466,148,0,0,0.006980803,0,0,0,51,0.6,56,4.4,13,152,165,2,0,160,159,161,0,0,1,1 +1467,148,0,0,0.007334963,0,0,0,51,0.6,49,4.3,13,152,165,1,0,160,159,160,0,0,1,1 +1468,148,0.004537205,0,0.005444646,0,0,0,27,1.5,8,13,50,129,179,3,0,157,154,157,6,0,2,1 +1469,148,0.005970149,0,0.008955224,0,0,0,21,1.8,0,15.5,56,129,185,2,0,157,155,156,7,0,2,1 +1470,148,0.003633061,0,0.005449591,0,0,0,36,0.8,8,9.4,45,135,180,3,0,157,157,158,3,0,2,1 +1471,148,0,0,0.002506266,0,0,0,38,0.9,17,12.2,34,135,169,3,0,157,155,158,3,0,5,2 +1472,148,0.001833181,0,0.007332722,0,0,0,42,0.7,12,7.1,36,144,180,1,0,163,159,161,3,0,2,1 +1473,148,0.003565062,0,0.005347594,0,0,0,37,0.8,0,7.1,39,142,181,1,0,157,157,159,3,0,2,1 +1474,148,0,0,0.007575758,0,0,0,44,0.6,16,7.3,20,150,170,2,0,163,161,163,0,0,5,2 +1475,148,0,0,0.007679181,0,0,0,44,0.6,19,6.9,19,150,169,1,0,163,161,163,0,0,5,2 +1476,149,0.00170503,0,0.009377664,0.000852515,0,0,37,1.1,10,6.6,71,104,175,6,0,163,159,163,7,1,5,2 +1477,149,0.001472754,0,0.00736377,0.001472754,0,0,36,1.4,10,6.7,121,58,179,6,0,163,158,163,11,1,5,2 +1478,149,0.006295908,0,0.009443861,0.001049318,0,0,34,1.3,1,5.3,75,104,179,8,0,163,161,164,10,1,2,1 +1479,149,0.009983361,0,0.009983361,0.001663894,0,0,29,1.7,0,1.8,121,58,179,7,0,169,161,166,22,1,2,1 +1480,149,0.009009009,0,0.010810811,0.001801802,0,0,30,1.5,0,1.8,57,122,179,3,0,169,161,167,19,1,2,1 +1481,149,0.01,0,0.0075,0,0,0,35,1,0,0.5,34,145,179,3,0,169,166,169,5,1,4,1 +1482,132,0.001737619,0,0.007819288,0.00086881,0,0,43,0.8,0,12.1,55,109,164,3,0,136,135,137,4,0,2,1 +1483,132,0,0,0.006888634,0.001148106,0,0,47,0.7,1,11.2,31,114,145,1,0,136,134,136,2,1,1,1 +1484,132,0,0,0.007692308,0,0,0,51,0.6,2,9.6,25,116,141,1,0,136,135,137,1,1,1,1 +1485,132,0.008637236,0,0.008637236,0,0,0,35,1.2,0,12.6,55,109,164,3,0,136,139,140,9,0,2,1 +1486,132,0.012912482,0,0.010043042,0,0,0,30,1.3,0,11.2,69,97,166,2,0,145,142,144,8,1,2,1 +1487,132,0.006227758,0,0.008007117,0.00088968,0,0.00088968,30,1.5,0,7.9,102,61,163,4,0,145,124,131,96,1,6,1 +1488,132,0.013384321,0,0.011472275,0,0,0.001912046,28,1.7,0,0,104,62,166,7,1,145,134,145,76,1,6,1 +1489,132,0.001780944,0,0.008014248,0,0.000890472,0.000890472,31,1.4,0,11.5,102,61,163,5,0,99,121,129,94,1,6,1 +1490,132,0,0,0.006472492,0,0.001078749,0.001078749,32,1.3,0,13.6,91,60,151,1,1,99,116,125,72,1,8,3 +1491,132,0.001733102,0,0.008665511,0.000866551,0,0.000866551,34,1.2,0,12.4,106,61,167,3,1,99,124,131,116,1,6,2 +1492,132,0,0,0.008278146,0.001655629,0,0.001655629,30,1.7,0,0,90,60,150,3,0,99,104,102,33,0,8,3 +1493,132,0,0,0.011267606,0.001408451,0,0,32,1.3,0,14.2,90,60,150,2,3,99,117,125,61,1,8,3 +1494,132,0,0,0.01,0,0,0,32,1.1,0,15.5,39,111,150,1,0,133,131,132,3,0,3,1 +1495,132,0.006535948,0,0.009803922,0,0,0,33,1.2,0,14,64,103,167,5,0,150,141,141,18,0,2,1 +1496,132,0,0,0.008595989,0,0,0,33,1,0,14.5,39,111,150,2,1,133,132,134,3,0,1,1 +1497,132,0.006124234,0,0.009623797,0.000874891,0,0,32,1.2,0,13.5,72,95,167,4,1,155,142,144,27,1,2,1 +1498,132,0.008557457,0,0.011002445,0,0,0,32,1.3,0,12.3,87,95,182,5,0,155,146,149,15,0,2,1 +1499,132,0.001814882,0,0.00907441,0,0,0.001814882,30,1.2,0,14.7,58,95,153,3,0,133,128,132,16,0,6,1 +1500,132,0,0,0.008908686,0.002227171,0,0,30,1.2,0,14.6,55,95,150,1,1,133,128,132,12,0,7,1 +1501,132,0.009933775,0,0.009933775,0,0,0,27,1.7,0,11.3,122,54,176,8,0,150,146,149,18,1,2,1 +1502,132,0.007853403,0,0.010471204,0,0,0,29,1.6,0,7.4,92,84,176,3,0,155,147,150,17,1,2,1 +1503,130,0.004385965,0,0.007894737,0.000877193,0,0,40,0.9,17,6.5,45,110,155,6,0,136,133,135,4,0,1,1 +1504,130,0.002150538,0,0.008602151,0,0,0,51,0.6,38,4.8,23,125,148,1,0,134,135,136,1,0,1,1 +1505,130,0.006189213,0,0.006189213,0,0,0,38,1,0,8.1,53,102,155,6,1,136,135,137,4,0,2,1 +1506,130,0.007017544,0,0.007017544,0,0,0,36,1.1,0,8.9,66,90,156,6,1,136,135,137,5,1,2,1 +1507,130,0.003679853,0,0.006439742,0,0,0,48,0.7,32,6.7,53,102,155,5,0,137,136,138,2,0,2,1 +1508,130,0,0,0.005309735,0,0,0,53,0.5,45,5.9,20,123,143,2,0,137,136,138,0,1,1,1 +1509,130,0.004448399,0,0.007117438,0,0,0,40,0.9,1,9.1,53,102,155,6,1,136,135,137,3,0,1,1 +1510,130,0.002105263,0,0.006315789,0,0,0,47,0.7,30,6.8,39,114,153,4,0,137,136,138,2,0,2,1 +1511,130,0,0,0.005208333,0,0,0,52,0.6,44,5.9,30,123,153,2,1,137,136,138,0,0,1,1 +1512,130,0.002608696,0,0.006956522,0,0,0,37,0.9,0,13.4,43,112,155,3,0,136,134,135,3,0,2,1 +1513,130,0.002906977,0,0.007267442,0,0,0,33,1.1,0,16.4,53,103,156,3,0,133,133,134,4,0,2,1 +1514,130,0.001577287,0,0.006309148,0,0,0,39,0.9,8,12.3,43,112,155,3,0,136,134,136,3,0,2,1 +1515,130,0,0,0.005347594,0,0,0,31,1.1,0,17.6,47,103,150,3,1,131,132,133,2,0,3,1 +1516,130,0,0,0.004545455,0,0,0,31,1.1,0,14.3,36,114,150,1,2,131,132,133,1,0,1,1 +1517,130,0,0,0.003846154,0,0,0,28,1.2,0,15,36,114,150,2,2,131,132,133,2,0,3,1 +1518,130,0.00122399,0,0.006119951,0,0,0,41,0.8,13,9.9,42,114,156,2,1,136,135,137,2,0,1,1 +1519,130,0,0,0.004938272,0,0,0,49,0.6,25,5.4,14,129,143,1,0,137,136,138,0,0,1,1 +1520,133,0.002803738,0,0.007476636,0.001869159,0,0,28,1.4,0,15.9,54,109,163,3,0,140,138,139,9,0,2,1 +1521,133,0.00536193,0,0.008042895,0.002680965,0,0,31,1.3,0,12.8,60,103,163,2,0,140,139,140,10,0,6,1 +1522,133,0.008032129,0,0.008032129,0.004016064,0,0,34,1.2,0,7.1,60,103,163,2,0,136,140,141,14,0,6,1 +1523,133,0,0,0.007490637,0.007490637,0,0,32,1.4,0,9.8,43,103,146,1,0,136,132,136,7,1,7,1 +1524,133,0,0,0.007042254,0.000782473,0,0,27,1.4,1,18.8,56,96,152,5,0,136,134,137,4,1,3,1 +1525,133,0,0,0.006504065,0,0,0,22,1.6,0,21.3,47,105,152,1,0,138,135,138,5,1,3,1 +1526,133,0.00245098,0,0.007352941,0.00245098,0,0,34,1.1,7,14.3,69,91,160,4,0,136,135,137,5,0,6,1 +1527,133,0,0,0.007042254,0,0,0,36,1,8,16.4,59,91,150,3,0,136,134,137,3,1,3,1 +1528,133,0,0,0.006628788,0,0,0,43,0.8,30,11.2,48,106,154,4,0,145,140,143,4,1,5,2 +1529,133,0,0,0.007633588,0,0,0,48,0.6,46,6.8,25,125,150,2,0,145,142,144,1,1,5,2 +1530,133,0.00170068,0,0.005952381,0,0,0,40,0.9,21,11.2,50,106,156,3,0,142,140,142,3,1,2,1 +1531,133,0.003076923,0,0.006153846,0,0,0,34,1.1,6,14.5,58,101,159,4,0,142,139,142,4,1,2,1 +1532,133,0.002684564,0,0.005369128,0.001342282,0,0,33,1.2,5,13.7,58,101,159,4,0,142,138,141,5,1,2,1 +1533,133,0.004123711,0,0.006185567,0.002061856,0,0,35,1.1,8,7.4,48,109,157,2,1,142,138,141,4,0,2,1 +1534,136,0.000892857,0,0.007142857,0,0,0,42,0.8,9,12.7,45,117,162,2,0,139,138,140,2,0,1,1 +1535,136,0,0,0.008080808,0,0,0,36,1,0,16.1,37,117,154,2,0,139,137,138,3,0,3,1 +1536,136,0,0,0.006717045,0,0,0,47,0.7,22,10,36,117,153,2,1,144,141,143,2,1,1,1 +1537,136,0,0,0.007518797,0,0,0,37,1,0,15.7,37,117,154,2,1,138,137,139,2,0,3,1 +1538,136,0,0,0.006071119,0,0,0,53,0.5,37,5.9,17,134,151,2,0,144,142,144,0,0,1,1 +1539,136,0,0,0.007001167,0,0,0,54,0.5,40,5.6,17,134,151,2,0,144,143,145,0,0,1,1 +1540,136,0.006926407,0,0.006926407,0.000865801,0,0,42,0.7,3,4.2,47,112,159,0,0,145,143,145,3,1,2,1 +1541,136,0.00591716,0,0.00591716,0,0,0,43,0.7,1,4.6,39,120,159,0,1,145,144,146,2,0,2,1 +1542,136,0.005857741,0,0.006694561,0.00083682,0,0,43,0.7,4,5.1,46,112,158,1,0,144,142,144,3,1,2,1 +1543,144,0.002777778,0,0.008333333,0,0,0,48,0.7,6,10.2,47,120,167,3,0,148,149,150,3,0,2,1 +1544,144,0,0,0.007561437,0,0,0,48,0.6,6,11.4,31,129,160,1,0,148,147,149,1,0,1,1 +1545,149,0,0,0.008974359,0.007692308,0,0,42,2.5,23,8.2,162,51,213,4,0,156,142,154,87,0,7,1 +1546,149,0,0,0.008865248,0.008865248,0,0,39,2.5,25,5.6,137,51,188,4,1,155,139,153,97,1,7,1 +1547,149,0,0,0.005631537,0,0,0,61,0.4,54,5.2,13,146,159,1,0,154,153,155,0,0,10,2 +1548,149,0,0,0.005376344,0,0,0,63,0.4,65,4.6,12,146,158,1,0,153,153,155,0,1,10,2 +1549,149,0,0,0.006617039,0,0,0,62,0.4,46,5.5,14,146,160,1,0,154,153,155,0,0,10,2 +1550,149,0,0,0.005896226,0,0,0,61,0.4,34,5.6,12,148,160,1,0,154,153,155,0,0,10,2 +1551,149,0.001256281,0,0.007537688,0,0,0,55,0.5,19,6.4,23,147,170,2,0,155,155,156,0,0,1,1 +1552,149,0,0,0.007797271,0,0,0,59,0.5,27,5.5,15,148,163,1,0,155,154,156,0,0,1,1 +1553,144,0.001838235,0,0.005514706,0.000919118,0,0,51,0.6,16,6,44,125,169,3,0,157,156,158,3,1,2,1 +1554,144,0.001737619,0,0.004344049,0.001737619,0,0,45,0.7,13,8.8,54,122,176,2,0,157,155,156,5,0,2,1 +1555,144,0.002853067,0,0.005706134,0,0,0,50,0.6,21,5.3,27,142,169,2,0,157,157,158,2,0,2,1 +1556,144,0.004711425,0,0.008244994,0.002355713,0,0,32,1.2,0,8.8,65,115,180,3,0,153,152,154,12,0,2,1 +1557,144,0.005277045,0,0.006596306,0.002638522,0,0,33,1.1,0,7.7,68,113,181,3,0,153,154,155,12,0,2,1 +1558,143,0.006042296,0,0.008056395,0.002014099,0,0,28,1.4,0,8.3,80,102,182,3,0,155,152,154,23,0,6,1 +1559,143,0.003590664,0,0.005385996,0.001795332,0,0,22,1.8,0,11.5,85,99,184,5,0,151,149,152,29,0,6,1 +1560,144,0.001980198,0,0.004950495,0.000990099,0,0,34,1.2,5,10.2,80,102,182,4,0,157,152,155,17,0,6,1 +1561,144,0,0,0.004140787,0.002070393,0,0,33,1.2,2,10.4,61,99,160,2,0,153,147,152,19,1,7,1 +1562,144,0.002970297,0,0.005940594,0,0,0,40,0.8,5,11.1,56,112,168,2,0,157,153,155,5,1,2,1 +1563,144,0.002967359,0,0.007418398,0,0,0,38,0.9,5,13.4,56,112,168,3,0,157,153,156,6,1,2,1 +1564,144,0.004449388,0,0.005561735,0,0,0,40,0.8,0,9.9,59,112,171,3,0,160,154,157,8,1,2,1 +1565,144,0,0,0.008196721,0,0,0,26,1.3,0,17,52,112,164,2,0,150,146,148,6,1,3,1 +1566,145,0.004016064,0,0.004016064,0,0,0,45,0.7,1,7.4,38,133,171,2,0,160,158,159,2,0,2,1 +1567,145,0.002793296,0,0.005586592,0,0,0,48,0.7,2,6.3,38,133,171,2,0,160,159,160,2,1,2,1 +1568,130,0.00856531,0,0.010706638,0.004282655,0,0,24,1.6,0,0,106,76,182,3,1,155,140,148,84,1,6,1 +1569,130,0.012072435,0,0.012072435,0,0,0,24,1.4,0,0,74,117,191,3,1,155,154,157,14,0,4,1 +1570,130,0.004319654,0,0.008639309,0.008639309,0,0,25,1.7,0,0,94,76,170,6,0,133,119,121,73,0,6,1 +1571,133,0.002293578,0,0.009174312,0.009174312,0,0,25,1.7,0,0,94,76,170,6,0,133,117,117,77,0,7,1 +1572,132,0.007802341,0,0.011703511,0.00520156,0,0,25,1.5,0,0,115,76,191,3,1,160,138,149,119,1,6,1 +1573,132,0,0,0.004484305,0.00896861,0,0,26,2.1,0,0,81,76,157,4,0,86,109,106,110,-1,7,1 +1574,132,0.000952381,0,0.006666667,0.003809524,0,0,28,1.6,4,13.5,92,68,160,6,3,136,132,136,13,1,7,1 +1575,132,0.001689189,0,0.008445946,0.003378378,0,0,22,2.1,0,18.5,105,55,160,4,1,131,131,134,15,1,7,1 +1576,132,0,0,0.002622378,0.003496503,0,0,34,1,7,9.4,66,83,149,7,1,136,133,137,7,1,7,1 +1577,132,0,0,0.004484305,0.006726457,0,0,35,1.2,10,4.8,72,71,143,7,1,136,131,136,11,1,7,1 +1578,132,0.000897666,0,0.00448833,0.003590664,0,0,28,1.6,4,17.9,97,56,153,9,3,136,130,135,25,1,7,1 +1579,132,0,0,0.002994012,0,0,0,30,1.1,0,13.7,52,97,149,4,1,133,133,135,3,1,1,1 +1580,132,0.000861326,0,0.005167959,0.004306632,0,0,25,1.9,0,19.7,99,54,153,6,0,133,127,133,34,1,7,1 +1581,132,0,0,0.01,0,0,0,16,2.5,0,33.5,105,54,159,9,1,136,131,134,15,1,3,1 +1582,132,0.000847458,0,0.005084746,0.004237288,0,0,29,1.5,1,16,92,61,153,4,1,133,129,134,23,1,7,1 +1583,132,0,0,0.006451613,0.006451613,0,0,26,1.8,0,15,97,53,150,3,3,133,126,132,35,1,7,1 +1584,132,0.00095511,0,0.004775549,0.004775549,0,0,30,1.8,5,19.9,99,52,151,7,0,139,130,137,31,1,7,1 +1585,132,0,0,0.006134969,0,0,0,35,1.3,0,27.4,71,79,150,4,0,133,135,137,9,1,3,1 +1586,132,0.001432665,0,0.005730659,0.005730659,0,0,28,2.1,6,16.2,101,50,151,11,1,143,129,136,42,1,7,1 +1587,132,0,0,0.005649718,0.008474576,0,0,15,3.2,0,16.9,100,50,150,10,2,133,122,130,41,1,7,1 +1588,134,0,0,0.004541326,0.006357856,0,0,32,1.2,20,6.4,102,53,155,5,1,136,128,135,30,1,7,1 +1589,134,0,0,0.003629764,0.005444646,0,0,27,1.4,18,9.1,89,66,155,6,1,136,128,135,31,1,7,1 +1590,134,0,0,0.005128205,0.005128205,0,0,33,1.4,20,9.9,110,53,163,3,1,136,129,136,27,1,7,1 +1591,134,0,0,0.003521127,0.007042254,0,0,37,1.1,22,2.9,93,50,143,5,0,138,129,136,31,1,7,1 +1592,134,0,0,0.007391763,0.007391763,0,0,20,2.2,3,15.1,113,50,163,7,1,126,120,127,51,1,7,1 +1593,134,0,0,0.009852217,0,0,0,27,2.8,8,26.1,74,89,163,7,1,138,134,138,13,0,3,1 +1594,134,0,0,0.006738544,0.008086253,0,0,20,2.1,0,8.2,115,50,165,7,2,126,117,126,63,0,7,1 +1595,134,0,0,0.004576659,0.006864989,0,0,21,1.9,0,8.6,104,50,154,9,2,126,117,127,64,1,7,1 +1596,134,0,0,0.005181347,0.007772021,0,0,22,2.1,0,8,111,54,165,5,2,126,118,127,59,0,7,1 +1597,138,0.005338078,0,0.002669039,0.003558719,0,0,33,3.1,0,7.9,59,110,169,3,0,136,145,146,22,0,6,1 +1598,138,0,0,0.002695418,0.002695418,0,0,31,3.8,0,6.6,45,107,152,5,1,138,137,139,3,1,1,1 +1599,138,0.008631319,0,0.007398274,0,0,0,37,1.5,0,12.3,55,114,169,3,0,150,150,152,8,1,4,1 +1600,138,0.010434783,0,0.008695652,0,0,0,42,1.4,0,0,51,120,171,0,1,157,153,155,8,1,4,1 +1601,138,0,0,0.005420054,0,0,0,36,2.4,0,16,78,114,192,6,1,160,157,160,14,0,5,2 +1602,138,0,0,0.003937008,0,0,0,19,2.2,0,17.8,45,110,155,3,0,144,141,143,6,1,3,1 +1603,138,0.000869565,0,0.002608696,0,0,0,32,3.2,0,15.2,68,124,192,4,1,160,158,159,11,0,5,2 +1604,138,0.00477327,0,0.002386635,0,0,0,18,4.2,0,17.2,62,114,176,4,0,157,149,151,13,0,2,1 +1605,140,0,0,0.005540166,0,0,0,42,1.4,16,11.1,48,124,172,1,0,151,150,151,4,0,5,2 +1606,140,0,0,0.003680982,0,0,0,48,0.9,21,9.5,37,135,172,2,1,151,152,152,3,0,5,2 +1607,137,0.002406739,0.048134777,0.003610108,0.003610108,0,0,62,2.6,0,3.2,91,81,172,7,0,140,122,142,8,0,2,1 +1608,133,0.005870841,0.043052838,0.002935421,0.000978474,0,0,64,2,0,4.5,64,96,160,3,0,142,130,142,3,1,2,1 +1609,134,0.003948667,0.031589339,0.003948667,0.000987167,0,0,65,2.3,0,1.3,34,127,161,1,0,138,129,140,3,-1,2,1 +1610,144,0,0.04,0.00137931,0.006896552,0,0,65,3.3,0,2.7,89,74,163,3,0,147,109,149,17,1,1,1 +1611,136,0.003898635,0.050682261,0.003898635,0.001949318,0,0,63,1.8,0,6.4,76,96,172,8,0,142,132,143,5,0,2,1 +1612,133,0.005006258,0.036295369,0.003754693,0.001251564,0,0,65,2.5,0,1.6,34,127,161,1,0,138,127,140,3,-1,2,1 +1613,135,0.001610306,0.037037037,0.003220612,0.000805153,0,0,65,2,0,5.2,65,96,161,3,0,138,130,141,3,1,2,1 +1614,137,0.002219756,0.049944506,0.001109878,0.002219756,0,0,64,1.9,0,6.9,76,96,172,4,0,142,130,143,5,0,1,1 +1615,133,0.005813953,0.034883721,0.003322259,0.000830565,0,0,65,2.7,0,1.1,35,126,161,2,0,138,126,140,3,0,2,1 +1616,144,0.000726216,0.0486565,0.001452433,0.008714597,0,0,65,3.6,0,1.7,143,67,210,7,1,145,108,149,38,0,2,1 +1617,144,0.003169572,0.049128368,0.002377179,0.006339144,0,0.000792393,66,3.4,0,0.3,113,67,180,7,0,141,110,147,89,1,6,1 +1618,142,0.003816794,0.040712468,0.002544529,0.003816794,0,0.001272265,66,3.2,0,0.5,106,69,175,10,0,138,112,146,98,1,6,1 +1619,142,0.003174603,0.05,0.002380952,0.005555556,0,0.000793651,66,3.3,0,0.3,113,67,180,7,0,141,111,147,90,1,6,1 +1620,142,0.002787456,0.048083624,0.002787456,0.006271777,0,0.000696864,66,3.5,0,0.3,143,67,210,7,0,142,108,147,85,0,6,1 +1621,142,0.002469136,0.054320988,0.001234568,0.007407407,0,0,64,4,0,0.4,143,67,210,9,2,142,109,150,54,0,6,1 +1622,143,0.002109705,0.051687764,0.001054852,0.008438819,0,0,64,3.8,0,1.3,143,67,210,10,2,145,111,149,49,0,6,1 +1623,134,0.00140056,0.00210084,0.005602241,0.006302521,0,0,65,1.5,5,6.9,95,65,160,5,0,135,128,137,33,1,6,1 +1624,126,0.012743125,0.002012072,0.006706908,0.000670691,0,0,53,2.5,0,0.3,85,84,169,3,0,135,133,140,13,0,2,1 +1625,126,0.012313675,0.001944264,0.00712897,0.000648088,0,0,53,2.6,0,0.2,86,84,170,5,0,135,134,140,12,0,2,1 +1626,127,0.008614977,0,0.006626905,0.001325381,0,0,53,2.7,0,4.3,111,71,182,6,1,139,124,139,15,0,2,1 +1627,123,0.011963406,0.002814919,0.006333568,0,0,0,55,2.2,0,2.4,75,85,160,8,0,135,132,136,8,1,2,1 +1628,123,0.010586319,0.001628664,0.003257329,0,0,0,55,2.1,0,1.1,75,85,160,6,0,133,133,136,8,1,2,1 +1629,123,0.009745127,0.00149925,0.003748126,0,0,0,55,2.1,0,0,77,85,162,4,0,140,134,139,10,1,2,1 +1630,123,0.010011123,0.002224694,0.006674082,0,0,0,53,3.4,0,0,109,84,193,6,1,146,129,146,15,0,4,1 +1631,123,0.010231924,0.001364256,0.003410641,0,0,0,55,2,0,1.1,75,85,160,6,0,140,134,138,10,1,2,1 +1632,130,0.003799392,0,0.010638298,0.002279635,0,0,52,2.7,0,2.2,89,76,165,5,0,139,129,135,20,0,6,1 +1633,130,0.002335085,0.001167542,0.008756567,0.001167542,0,0,52,2.7,0,4.6,88,77,165,6,0,139,130,136,15,0,6,1 +1634,130,0.000807754,0.002423263,0.008077544,0.001615509,0,0,53,2.8,0,7.1,62,95,157,5,0,138,131,136,9,0,6,1 +1635,130,0.002311248,0.00385208,0.006933744,0.003081664,0,0,52,3,0,5.6,69,87,156,4,0,139,129,135,15,1,6,1 +1636,130,0.00254022,0.00508044,0.00592718,0.00254022,0,0,52,3,0,3.3,76,87,163,6,0,139,130,136,15,0,6,1 +1637,130,0.003766478,0.005649718,0.004708098,0.001883239,0,0,51,2.8,0,4.2,76,87,163,5,0,135,131,136,11,0,6,1 +1638,130,0.011538462,0,0.006730769,0,0,0,50,1.4,0,2.8,68,104,172,4,1,144,142,144,10,0,2,1 +1639,130,0.00890472,0.000890472,0.003561888,0.000890472,0,0,52,1.3,0,2.4,99,73,172,6,0,144,141,144,16,1,2,1 +1640,130,0.006559767,0.001457726,0.002186589,0.003644315,0,0,52,1.6,0,4.2,106,73,179,7,0,144,138,143,29,0,6,1 +1641,130,0.00648824,0.00162206,0.00243309,0.00405515,0,0,53,1.7,0,2,106,73,179,7,0,144,137,141,31,0,6,1 +1642,130,0.007092199,0.001576044,0.002364066,0.004728132,0,0,51,1.9,0,5.8,125,73,198,5,0,131,137,140,51,0,6,1 +1643,130,0.005025126,0.001005025,0.003015075,0.006030151,0,0,51,1.9,0,4.9,125,73,198,6,0,131,137,140,56,0,6,1 +1644,130,0.008423586,0.001203369,0.001805054,0.004211793,0,0,51,1.8,0,6.5,118,77,195,7,0,131,137,141,47,0,6,1 +1645,130,0.009633911,0,0.00867052,0.003853565,0,0,49,1.5,0,10.3,114,84,198,7,0,150,141,145,50,0,6,1 +1646,130,0.009027081,0,0.005015045,0.005015045,0,0,51,1.5,0,5,101,77,178,7,0,130,135,137,39,0,6,1 +1647,130,0.008040201,0.001005025,0.006030151,0.005025126,0,0,52,1.7,0,0.3,101,77,178,3,0,135,134,137,48,0,6,1 +1648,130,0.008039579,0.000927644,0.00401979,0.003710575,0,0,51,1.6,0,4.2,109,77,186,4,0,144,138,143,38,0,6,1 +1649,132,0.007874016,0,0.008748906,0.012248469,0,0,55,2.7,0,0,123,60,183,5,0,144,118,142,100,1,6,1 +1650,132,0.006749156,0,0.010123735,0.012373453,0,0,56,2.9,0,0,126,60,186,7,0,144,114,139,103,0,6,1 +1651,132,0.008421053,0,0.008421053,0.012631579,0,0,55,2.7,0,0,116,70,186,3,0,144,116,137,103,0,6,1 +1652,132,0.007462687,0,0.009950249,0.01119403,0,0,56,2.8,0,0,116,70,186,5,0,106,115,133,113,-1,6,1 +1653,132,0.004830918,0,0.010628019,0.01352657,0,0,58,2.9,0,0,115,63,178,4,0,112,110,121,64,0,6,1 +1654,114,0,0,0.008474576,0,0,0,65,0.4,0,11.5,22,104,126,1,0,115,115,116,0,0,1,1 +1655,114,0,0,0.009053498,0,0,0,65,0.5,0,12,24,102,126,1,0,115,115,116,1,0,1,1 +1656,114,0,0,0.008,0,0,0,64,0.5,0,12.2,25,100,125,1,0,115,114,116,1,0,1,1 +1657,114,0,0,0.008301887,0,0,0,64,0.5,0,12.4,26,100,126,1,0,115,114,116,1,0,1,1 +1658,114,0,0,0.008333333,0,0,0,65,0.5,0,11.6,23,102,125,1,0,115,115,116,0,0,1,1 +1659,114,0.002717391,0,0.006793478,0,0,0,61,1.3,0,16.2,57,91,148,2,0,113,113,114,10,0,2,1 +1660,106,0.010600707,0,0.00942285,0,0,0,62,1.4,0,12.7,54,94,148,5,0,107,117,116,32,-1,2,1 +1661,106,0,0,0.010088272,0,0,0,63,0.6,0,14.1,28,95,123,1,0,110,109,111,2,0,1,1 +1662,106,0,0,0.010351967,0,0,0,63,0.6,0,13.5,28,95,123,1,0,112,109,111,2,0,1,1 +1663,106,0.00110011,0,0.0110011,0,0,0,63,0.6,0,11.5,30,95,125,1,0,112,110,112,1,0,1,1 +1664,106,0,0,0.010297483,0,0,0,63,0.6,0,12.4,27,95,122,1,0,112,110,112,1,0,1,1 +1665,106,0,0,0.00947226,0,0,0,64,0.6,0,10.4,20,102,122,1,0,111,111,112,0,0,1,1 +1666,106,0.00630517,0,0.00630517,0,0,0,64,0.7,0,12.6,54,100,154,3,0,112,116,114,14,-1,2,1 +1667,110,0.001962067,0,0.007194245,0.000654022,0,0,62,0.9,0,11.8,64,92,156,5,0,112,113,113,12,-1,2,1 +1668,110,0.002777778,0,0.006481481,0.000925926,0,0,61,0.9,0,10.8,64,92,156,3,0,112,112,111,16,-1,2,1 +1669,110,0.00232378,0,0.00697134,0.000774593,0,0,63,0.8,0,10.9,64,92,156,3,0,112,113,113,14,-1,2,1 +1670,110,0.002910361,0.000582072,0.00523865,0.000582072,0,0,64,0.9,0,10.6,65,92,157,6,0,110,114,113,21,-1,2,1 +1671,110,0,0,0.00541028,0,0,0,64,0.6,0,12,30,98,128,1,0,110,111,112,1,0,1,1 +1672,110,0.003799392,0.000759878,0.002279635,0.000759878,0,0,65,1.1,0,9.3,88,90,178,5,0,109,113,112,24,-1,2,1 +1673,110,0.005102041,0.00085034,0.007653061,0.00085034,0,0,63,1.6,0,8.5,88,90,178,3,0,109,114,112,34,-1,2,1 +1674,110,0.006674082,0.001112347,0.008898776,0.001112347,0,0,63,1.9,0,7.2,88,90,178,4,0,107,115,114,48,-1,2,1 +1675,110,0.002629273,0,0.006134969,0.003505697,0,0,64,1.7,0,6.3,176,62,238,13,1,107,103,107,35,-1,6,1 +1676,110,0.003389831,0,0.003389831,0.001129944,0,0,64,1.6,0,6.8,116,62,178,12,1,107,105,108,37,0,6,1 +1677,110,0.003264418,0,0.006528836,0.004352557,0,0,63,2.4,0,1.8,176,62,238,10,1,98,101,105,59,-1,6,1 +1678,110,0.003787879,0,0.009469697,0.004734848,0,0,63,2.7,0,1.8,176,62,238,9,0,95,98,106,61,-1,6,1 +1679,110,0.00275672,0,0.007580979,0.004135079,0,0,64,2.1,0,5.6,176,62,238,10,0,107,101,108,33,-1,6,1 +1680,110,0.004342432,0.000620347,0.008684864,0.003722084,0,0,64,2.2,0,5.3,176,62,238,7,0,107,103,109,42,-1,6,1 +1681,110,0.003537736,0.000589623,0.009433962,0.002948113,0,0,64,1.8,0,6.8,176,62,238,7,0,110,106,110,36,-1,6,1 +1682,110,0.003215434,0.001607717,0.006430868,0.007234727,0,0.001607717,68,3.1,0,0,133,60,193,8,0,91,83,95,42,-1,8,3 +1683,110,0.004444444,0,0.008888889,0.006666667,0,0.002222222,68,3,0,0,133,60,193,7,0,91,87,95,41,-1,8,3 +1684,110,0.003466205,0.001733102,0.006932409,0.006932409,0,0.001733102,68,3,0,0,133,60,193,6,0,91,84,94,45,-1,8,3 +1685,110,0.001706485,0.003412969,0.001706485,0.008532423,0,0.001706485,68,3.2,0,0,124,63,187,6,1,91,78,94,39,-1,8,3 +1686,110,0.004145078,0.002072539,0.005181347,0.008290155,0,0.001036269,67,3.3,0,0,130,63,193,5,0,88,85,97,59,-1,8,3 +1687,110,0.003202562,0.001601281,0.006405124,0.006405124,0,0.001601281,68,3.1,0,0,133,60,193,8,0,91,82,95,42,-1,8,3 +1688,137,0.0144,0,0.0072,0.0032,0,0,53,2.7,0,0.3,136,52,188,9,2,160,142,163,42,1,6,1 +1689,137,0.012631579,0,0.007368421,0.003157895,0,0,54,2.8,0,4.8,136,52,188,9,2,164,141,165,48,1,6,1 +1690,137,0.012917933,0,0.006079027,0.003799392,0,0,56,2.4,0,0.4,136,52,188,5,0,160,141,161,51,1,6,1 +1691,137,0.012206573,0,0.002816901,0.003755869,0,0,56,2.1,0,0.2,136,52,188,3,0,160,144,161,39,1,6,1 +1692,137,0.01372549,0,0.002941176,0.003921569,0,0,57,1.8,0,0.2,136,52,188,7,0,146,145,161,46,1,6,1 +1693,137,0.013844515,0,0.003194888,0.005324814,0,0,57,1.8,0,0.4,136,52,188,7,1,146,142,157,53,1,6,1 +1694,137,0.01213419,0,0.002855103,0.004282655,0,0,56,2.2,0,0.4,136,52,188,4,0,160,141,159,59,1,6,1 +1695,137,0.011715481,0,0.00251046,0.0041841,0,0,58,1.7,0,1.7,136,52,188,7,1,149,145,158,44,1,6,1 +1696,137,0.011111111,0,0.005555556,0.003968254,0,0,57,1.6,0,7.6,136,52,188,5,1,148,146,158,42,1,6,1 +1697,137,0.009893993,0,0.00565371,0.004240283,0,0,56,1.6,0,7.1,136,52,188,5,0,148,143,157,59,1,6,1 +1698,137,0.008716323,0.000792393,0.004754358,0.003169572,0,0,58,1.5,0,5.4,109,69,178,2,0,146,143,150,52,1,6,1 +1699,137,0.008279669,0.000919963,0.004599816,0.00275989,0,0,58,1.6,0,5.6,109,69,178,5,0,148,143,151,55,1,6,1 +1700,137,0.006416132,0.001833181,0.004582951,0.002749771,0,0,58,1.5,0,5.2,109,69,178,5,1,148,143,150,49,1,6,1 +1701,137,0.007607192,0.001383126,0.004840941,0.003457815,0,0,58,1.4,0,4.7,109,69,178,2,0,146,143,150,47,1,6,1 +1702,137,0.006934813,0.001386963,0.004160888,0.002773925,0,0,57,1.4,0,6.2,109,69,178,4,0,146,143,149,43,1,6,1 +1703,137,0.006369427,0.001592357,0.00477707,0.002388535,0,0,57,1.4,0,6.8,109,69,178,3,1,148,143,149,43,1,6,1 +1704,137,0.005988024,0.004790419,0.004790419,0.001197605,0,0,59,1.4,0,7,48,122,170,2,0,146,141,143,8,0,2,1 +1705,137,0.008613264,0.003445306,0.004306632,0.000861326,0,0,58,1.2,0,6.4,48,122,170,1,0,146,144,146,8,0,2,1 +1706,137,0.01051709,0.003505697,0.004382121,0.000876424,0,0,56,1.1,0,5.2,48,122,170,1,0,146,144,146,8,0,2,1 +1707,137,0.009285714,0.002857143,0.004285714,0.000714286,0,0,57,1.2,0,5.9,48,122,170,1,0,146,144,145,8,0,2,1 +1708,137,0.012387387,0.002252252,0.004504505,0,0,0,56,0.9,0,4.1,48,122,170,3,0,147,146,147,7,0,2,1 +1709,131,0,0.002702703,0.002702703,0.008108108,0,0.002702703,67,1.7,0,0,68,78,146,7,0,121,116,120,15,0,8,3 +1710,131,0.0042337,0.00254022,0.0042337,0.00508044,0,0.00084674,60,2.1,0,0.9,90,78,168,8,0,133,127,132,21,0,6,1 +1711,131,0.006345178,0.002538071,0.003807107,0.003807107,0,0,57,2,0,1.2,69,100,169,6,1,133,133,134,15,0,6,1 +1712,131,0.008008008,0.003003003,0.002002002,0,0,0,53,1.8,0,3.2,60,109,169,7,0,150,143,147,14,0,2,1 +1713,131,0.00727802,0.004366812,0.002911208,0,0,0,53,2.4,0,0,56,109,165,4,0,131,140,143,25,0,2,1 +1714,131,0.007566204,0.003783102,0.003783102,0.001261034,0,0,55,2.3,0,0,56,109,165,3,0,130,138,141,25,0,2,1 +1715,131,0.007727975,0.002318393,0.003863988,0.001545595,0,0,55,1.9,0,2.4,85,84,169,6,0,150,139,144,25,1,6,1 +1716,131,0.007964602,0.002654867,0.003539823,0.000884956,0,0,55,1.9,0,2.8,85,84,169,6,0,150,140,145,22,1,2,1 +1717,131,0.008818342,0.000881834,0.003527337,0.000881834,0,0,55,2,0,2.7,85,84,169,6,0,132,140,145,26,1,2,1 +1718,131,0.009856631,0,0.002688172,0.000896057,0,0,54,1.4,0,3.3,85,84,169,7,0,151,143,147,20,1,2,1 +1719,131,0.008421053,0,0.002105263,0.001052632,0,0,54,1.5,0,5.3,86,83,169,7,0,151,142,147,22,1,2,1 +1720,131,0.009107468,0,0.003642987,0.000910747,0,0,54,1.5,0,4,85,84,169,6,0,151,141,144,22,1,2,1 +1721,131,0.007912957,0,0.004945598,0.00098912,0,0,54,1.6,0,2.7,56,111,167,2,0,138,139,141,8,0,2,1 +1722,131,0.009596929,0,0.005758157,0.000959693,0,0,52,1.3,0,2.8,56,111,167,2,0,138,140,142,8,0,2,1 +1723,131,0.006822612,0,0.006822612,0.001949318,0,0,52,1.4,0,2.4,68,99,167,3,0,140,139,141,8,0,2,1 +1724,134,0.004916421,0.000983284,0.005899705,0.003933137,0,0,53,1.8,0,0.9,83,83,166,5,0,143,133,140,29,1,6,1 +1725,134,0.005040323,0.001008065,0.006048387,0.005040323,0,0,56,1.6,0,1,83,83,166,7,0,135,133,138,23,0,6,1 +1726,134,0.003584229,0.000896057,0.006272401,0.006272401,0,0,57,1.5,0,1.8,78,83,161,5,0,137,132,138,21,1,6,1 +1727,134,0.002629273,0.000876424,0.007011394,0.005258545,0,0.000876424,59,1.4,0,2.7,72,83,155,7,1,137,127,136,35,1,6,1 +1728,134,0,0,0.009302326,0.00620155,0,0.001550388,64,1.5,0,3.8,70,83,153,5,0,137,119,124,50,1,8,3 +1729,134,0.007782101,0,0.011673152,0.006485084,0,0,60,1.3,0,0,109,80,189,7,0,156,138,151,101,1,6,1 +1730,134,0.007682458,0,0.010243278,0.005121639,0,0,60,1.1,0,9.3,109,80,189,8,0,156,145,154,70,1,6,1 +1731,134,0.009302326,0.001162791,0.010465116,0.005813953,0,0,60,1.2,0,0,109,80,189,8,0,156,145,154,69,1,6,1 +1732,134,0.008403361,0.000933707,0.010270775,0.005602241,0,0,61,1.1,0,3.7,109,80,189,10,0,156,144,151,61,0,6,1 +1733,134,0.007285974,0.000910747,0.010928962,0.005464481,0,0,62,1.2,0,4.5,109,80,189,9,0,156,145,152,49,0,6,1 +1734,134,0.007922535,0.000880282,0.008802817,0.004401408,0,0,60,1.2,0,4.9,109,80,189,4,1,156,147,151,40,0,6,1 +1735,134,0.007646559,0.000849618,0.006796941,0.004248088,0,0,59,1.2,0,5.2,109,80,189,6,0,150,146,150,33,0,6,1 +1736,134,0.005235602,0,0,0,0,0,55,1.2,0,1.8,83,90,173,4,0,150,147,151,22,1,6,1 +1737,134,0.005482456,0.001096491,0.006578947,0.004385965,0,0,61,1.2,0,5.9,83,90,173,4,0,150,143,148,19,1,6,1 +1738,134,0.005405405,0.000900901,0.007207207,0.004504505,0,0,61,1.1,0,6,83,90,173,5,0,142,143,147,17,1,6,1 +1739,134,0.006120888,0.000765111,0.006885998,0.003825555,0,0,62,1.1,0,4.9,83,90,173,5,0,148,142,147,17,1,6,1 +1740,134,0.00528169,0,0.006161972,0.003521127,0,0,62,1.1,0,4.9,83,90,173,5,0,142,142,146,15,0,6,1 +1741,134,0.007425743,0,0.006188119,0.002475248,0,0,63,1,0,3.8,83,90,173,3,0,149,144,147,15,1,6,1 +1742,134,0.007551241,0.002157497,0.003236246,0.005393743,0,0,63,0.9,0,2.5,100,88,188,8,0,151,140,146,36,0,6,1 +1743,134,0.009090909,0.001298701,0.006493506,0.004545455,0,0,60,1.1,0,0.5,99,88,187,6,0,151,145,151,38,0,6,1 +1744,134,0.009352518,0.001438849,0.00647482,0.005035971,0,0,59,1.2,0,0.6,99,88,187,5,0,151,145,151,42,0,6,1 +1745,134,0.008467401,0.00169348,0.008467401,0.00508044,0,0,59,1.1,0,0,99,88,187,5,0,151,145,152,44,0,6,1 +1746,134,0.008247423,0.001030928,0.009278351,0.005154639,0,0,57,1.2,0,0,95,92,187,4,0,151,147,154,44,0,6,1 +1747,134,0.009404389,0,0.010449321,0.00522466,0,0,57,1.2,0,0,101,86,187,3,0,151,148,155,47,1,6,1 +1748,134,0.011065007,0,0.009681881,0.004149378,0,0,56,1.4,0,0,101,86,187,5,0,151,152,160,44,1,6,1 +1749,134,0.010869565,0.001207729,0.008454106,0.004830918,0,0,55,1.5,0,0,101,86,187,5,0,151,149,157,49,1,6,1 +1750,134,0.001953125,0.001953125,0,0.001953125,0,0.00390625,63,1.5,0,0,100,71,171,4,1,89,105,105,72,-1,8,3 +1751,134,0.0048,0.0016,0.0016,0.0032,0,0.0032,62,1.5,0,0,113,71,184,4,0,89,113,110,148,-1,8,3 +1752,134,0.004213483,0.001404494,0.001404494,0.004213483,0,0.002808989,60,1.6,0,0,113,71,184,7,0,89,118,113,195,-1,8,3 +1753,134,0.004385965,0.001096491,0.001096491,0.003289474,0,0.003289474,61,1.8,0,0,118,66,184,6,0,88,112,111,182,-1,8,3 +1754,134,0.003773585,0.001257862,0.001257862,0.002515723,0,0.003773585,62,1.8,0,0,118,66,184,5,0,88,106,107,128,-1,8,3 +1755,134,0.003016591,0,0,0,0,0.004524887,64,1.7,0,0,114,66,180,6,1,88,101,102,88,-1,8,3 +1756,134,0.003039514,0,0,0,0,0.004559271,65,1.8,0,0,114,66,180,8,1,88,100,101,83,-1,8,3 +1757,134,0.003870968,0,0,0.001290323,0,0.003870968,64,1.9,0,0,120,66,186,9,0,88,104,106,109,-1,8,3 +1758,160,0.009868421,0,0.008223684,0,0,0,58,0.8,0,8.2,74,131,205,7,0,179,170,174,14,0,2,1 +1759,120,0.002301496,0,0.001150748,0.009205984,0,0,57,1.3,0,7.5,78,79,157,4,0,113,115,119,25,0,6,1 +1760,120,0.002587322,0,0.001293661,0.010349288,0,0,58,1.2,0,7.3,78,79,157,3,0,128,114,118,39,0,6,1 +1761,120,0.002673797,0,0.001336898,0.009358289,0,0,57,1.5,0,8,78,79,157,5,1,113,115,119,28,0,6,1 +1762,120,0,0,0.003348214,0.012276786,0,0,59,1.6,0,9.8,85,69,154,4,1,91,107,107,62,0,8,3 +1763,120,0,0,0.003562945,0.013064133,0,0,59,1.6,0,11.1,83,69,152,4,1,91,106,106,56,0,8,3 +1764,120,0,0,0.004424779,0.01179941,0,0,59,1.6,0,10.8,83,69,152,4,1,105,106,107,31,0,8,3 +1765,120,0,0,0.004700353,0.010575793,0,0,60,1.6,0,9,85,69,154,4,1,86,105,105,75,0,8,3 +1766,120,0,0,0.004807692,0.008653846,0,0.000961538,62,1.5,0,8.8,85,69,154,5,1,86,102,101,64,-1,8,3 +1767,120,0,0,0.005399568,0.006479482,0,0.001079914,62,1.5,0,9.3,85,69,154,4,1,86,101,98,64,-1,8,3 +1768,120,0,0,0.004451039,0.007418398,0,0.00148368,64,1.3,0,8.4,85,69,154,3,1,86,97,93,48,-1,8,3 +1769,120,0,0,0.004555809,0.005694761,0,0.002277904,64,1.1,0,8.1,85,69,154,2,1,86,98,95,44,-1,8,3 +1770,120,0,0,0.003297609,0.005770816,0,0.001648805,62,1.3,0,9.4,83,69,152,6,1,86,101,101,56,0,8,3 +1771,120,0,0,0.001148106,0.006888634,0,0.002296211,64,1.1,0,0,80,74,154,3,0,86,99,99,40,-1,8,3 +1772,120,0,0,0.001749781,0.009623797,0,0.001749781,63,1.3,0,0,83,69,152,6,0,107,100,101,26,0,8,3 +1773,120,0,0,0.002085506,0.008342023,0,0.002085506,64,1.3,0,0,77,69,146,8,0,86,98,100,38,0,8,3 +1774,120,0,0,0.004621072,0.010166359,0,0.001848429,64,1.7,0,0,111,63,174,10,1,86,92,102,43,-1,8,3 +1775,120,0,0,0.004454343,0.008908686,0,0.001484781,63,2,0,0,128,63,191,12,2,107,93,106,36,-1,8,3 +1776,120,0,0,0.004095963,0.0093622,0,0.001170275,62,1.9,0,3.9,128,63,191,10,1,107,95,105,37,-1,8,3 +1777,120,0,0,0.004734848,0.009469697,0,0.001893939,64,1.7,0,0,111,63,174,10,1,86,93,101,42,-1,8,3 +1778,121,0.002970297,0.001980198,0.002970297,0.004950495,0,0,58,1.5,0,8.9,96,67,163,7,1,122,116,120,25,0,6,1 +1779,121,0.003712871,0.002475248,0.003712871,0.006188119,0,0,58,1.7,0,8.4,96,67,163,6,1,122,115,120,31,0,6,1 +1780,121,0.003014318,0.001507159,0.002260739,0.003767898,0,0,57,1.6,0,13.6,99,67,166,7,1,122,119,123,24,0,6,1 +1781,121,0.005519779,0.001839926,0.003679853,0.001839926,0,0,57,1.3,0,14.1,76,90,166,3,0,124,126,126,17,0,2,1 +1782,121,0.005050505,0.002020202,0.001010101,0,0,0,55,1.4,0,13.7,73,96,169,6,0,124,127,127,19,0,2,1 +1783,121,0.006784261,0.002713704,0.001356852,0,0,0,54,1.7,0,9.9,73,96,169,7,0,124,129,130,24,0,2,1 +1784,121,0.00625,0.0015625,0.00390625,0.0015625,0,0,56,1.4,0,12.3,79,90,169,3,0,124,126,127,19,0,2,1 +1785,121,0.004095004,0.001638002,0.002457002,0.003276003,0,0,56,1.4,0,14,88,81,169,4,0,124,123,125,23,0,6,1 +1786,121,0.003767898,0.002260739,0.002260739,0.004521477,0,0,56,1.6,0,13.6,99,70,169,5,1,124,121,124,28,0,6,1 +1787,121,0.004757374,0.002854424,0.004757374,0.003805899,0,0,55,1.8,0,10.6,99,70,169,9,1,124,122,126,33,0,6,1 +1788,121,0.005532503,0.004149378,0.004149378,0.005532503,0,0,56,1.9,0,3,99,70,169,5,1,124,121,127,38,0,6,1 +1789,121,0.004813478,0.003610108,0.004813478,0.006016847,0,0,56,1.8,0,2.6,99,70,169,6,0,124,120,125,37,0,6,1 +1790,121,0.003872217,0.002904163,0.005808325,0.008712488,0,0,58,1.8,0,2.4,107,62,169,8,0,114,113,120,55,0,6,1 +1791,121,0,0.001631321,0.001631321,0.014681892,0,0,61,2,0,4.9,98,62,160,8,0,114,100,106,59,0,8,3 +1792,121,0,0.000947867,0.003791469,0.01042654,0.000947867,0,66,2.1,0,6.4,105,55,160,7,0,67,85,92,109,-1,8,3 +1793,121,0,0.001028807,0.00308642,0.011316872,0.001028807,0,67,2.1,0,0,102,55,157,4,1,67,81,87,89,-1,8,3 +1794,121,0,0.001177856,0.004711425,0.011778563,0.001177856,0,66,2.1,0,0,102,55,157,5,1,67,83,90,98,-1,8,3 +1795,121,0,0.001144165,0.003432494,0.010297483,0.001144165,0,68,2.1,0,0,102,55,157,3,1,67,79,82,83,-1,8,3 +1796,121,0,0,0.00405954,0.00947226,0.00135318,0,70,1.9,0,0,102,55,157,6,2,67,76,79,68,-1,8,3 +1797,143,0.01026393,0,0.001466276,0,0,0,59,0.8,0,7.2,72,96,168,3,0,152,146,150,8,1,2,1 +1798,143,0.008223684,0,0.003289474,0.001644737,0,0,60,2,0,3.6,79,101,180,9,0,146,144,151,18,0,2,1 +1799,143,0.008156607,0,0.001631321,0,0,0,60,2.2,0,3.9,79,101,180,8,0,150,132,153,14,0,2,1 +1800,143,0,0,0.003857281,0,0,0,66,0.4,4,10.2,22,132,154,1,0,144,143,145,1,0,1,1 +1801,143,0,0,0.003717472,0,0,0,66,0.4,5,10,24,134,158,1,0,144,144,145,1,0,1,1 +1802,143,0,0,0.004232804,0,0,0,66,0.4,4,9.9,22,132,154,0,0,144,143,145,1,0,1,1 +1803,143,0,0,0.002988048,0,0,0,67,0.4,6,9.6,26,133,159,1,0,144,144,145,1,0,1,1 +1804,143,0,0,0.002597403,0,0,0,67,0.3,6,9.6,24,134,158,1,0,144,144,146,1,0,1,1 +1805,143,0,0,0.001886792,0,0,0,68,0.3,5,9.4,23,135,158,1,0,144,144,145,1,0,1,1 +1806,143,0,0,0.001008065,0,0,0,68,0.3,5,9.4,26,133,159,1,0,144,144,145,1,0,1,1 +1807,143,0,0,0.001029866,0,0,0,68,0.3,6,9.6,27,132,159,1,0,144,144,146,1,0,1,1 +1808,143,0,0,0.000865801,0,0,0,69,0.3,6,9.7,25,133,158,1,0,145,144,146,1,0,1,1 +1809,143,0,0,0.00097371,0,0,0,69,0.3,6,9.4,27,132,159,1,0,145,144,146,1,0,1,1 +1810,143,0,0,0.000992063,0,0,0,69,0.3,8,9.9,27,132,159,1,0,146,145,146,1,0,1,1 +1811,143,0,0,0.002714932,0,0,0,67,0.3,4,10.5,25,133,158,1,0,146,145,147,1,0,1,1 +1812,143,0,0,0.006233304,0,0,0,67,0.4,4,13.3,56,106,162,3,1,146,145,147,2,1,1,1 +1813,143,0,0,0.003134796,0,0,0,68,0.3,5,10.3,27,132,159,1,0,146,145,147,1,0,1,1 +1814,143,0,0,0.006849315,0,0,0,66,0.4,4,13.6,56,106,162,4,1,146,145,147,2,1,1,1 +1815,143,0,0,0.002906977,0,0,0,66,0.4,4,12.4,56,106,162,4,1,145,144,146,1,1,1,1 +1816,139,0.011965812,0.000854701,0.005982906,0,0,0,53,1.4,0,18.1,108,96,204,5,0,144,153,152,47,0,2,1 +1817,139,0.00862069,0,0.007389163,0,0,0,54,1,0,18.1,85,96,181,5,0,148,147,148,12,0,2,1 +1818,139,0.008946322,0,0.005964215,0,0,0,54,1,0,18.9,93,96,189,6,0,144,150,150,25,0,2,1 +1819,139,0.011077543,0.001007049,0.007049345,0,0,0,53,1.5,0,21,107,97,204,7,0,152,155,153,39,0,2,1 +1820,139,0.010764263,0.001076426,0.005382131,0,0,0,52,1.6,0,20,107,97,204,8,0,138,155,153,77,0,2,1 +1821,141,0.00625,0,0.00625,0,0,0,58,1.3,0,5.7,78,94,172,6,1,142,142,147,8,0,2,1 +1822,141,0.00140056,0,0.007002801,0,0,0,65,0.5,1,11.7,24,133,157,1,0,150,147,149,2,1,2,1 +1823,141,0.000994036,0,0.007952286,0,0,0,67,0.4,0,11.2,24,133,157,0,0,150,147,149,1,1,2,1 +1824,133,0.002277904,0.001138952,0.009111617,0.003416856,0,0,56,2.2,0,7.2,90,71,161,2,1,139,120,139,19,1,6,1 +1825,133,0.002516779,0.000838926,0.010067114,0.004194631,0,0,57,1.9,0,6.2,90,71,161,7,1,140,124,140,20,1,6,1 +1826,140,0,0.002358491,0.003537736,0.008254717,0,0,62,1.4,0,4.9,93,66,159,5,1,142,134,144,30,1,7,1 +1827,140,0,0.00141844,0.002836879,0.007092199,0,0,62,1.2,0,3.9,93,66,159,5,2,142,136,144,26,1,7,1 +1828,140,0,0.001096491,0.002192982,0.007675439,0,0,61,1.3,0,3.9,93,66,159,7,1,142,135,144,24,1,7,1 +1829,140,0,0.001014199,0.003042596,0.00811359,0,0,61,1.3,0,4,94,65,159,6,1,142,134,143,25,1,7,1 +1830,140,0,0.001970443,0.001970443,0.007881773,0,0,61,1.4,0,4.8,96,63,159,6,0,142,133,143,29,1,7,1 +1831,140,0,0.001207729,0.002415459,0.008454106,0,0,60,1.3,0,3.9,94,65,159,7,1,142,134,143,27,1,7,1 +1832,140,0,0.002339181,0.002339181,0.008187135,0,0,60,1.4,0,4.7,96,63,159,8,1,142,133,143,29,1,7,1 +1833,140,0,0.001984127,0.00297619,0.007936508,0,0,60,1.5,0,6.2,105,63,168,8,1,142,125,143,26,1,7,1 +1834,140,0,0.001138952,0.003416856,0.007972665,0,0,60,1.5,0,6.5,105,63,168,8,0,142,124,142,25,1,7,1 +1835,140,0,0.001042753,0.003128259,0.00729927,0,0,61,1.4,0,10,105,63,168,8,0,142,125,143,23,1,7,1 +1836,140,0,0.00334728,0.00251046,0.007531381,0,0,60,1.8,0,8.4,107,52,159,7,0,142,124,141,34,1,7,1 +1837,140,0,0.003693444,0.001846722,0.007386888,0,0,59,1.8,0,8.8,102,52,154,5,0,142,122,141,34,1,7,1 +1838,137,0,0.004268943,0.002134472,0.006403415,0,0,59,2,0,9.8,116,52,168,6,1,142,121,141,34,1,7,1 +1839,137,0,0.003533569,0.001766784,0.007067138,0,0,59,1.8,0,8.6,102,52,154,10,1,142,123,141,35,1,7,1 +1840,137,0.002306805,0.00461361,0.003460208,0.005767013,0,0,58,1.9,0,7.8,116,52,168,9,2,142,130,139,38,1,6,1 +1841,137,0.001915709,0.003831418,0.009578544,0.006704981,0,0,58,1.8,0,5.5,116,52,168,7,1,139,130,139,32,1,6,1 +1842,137,0.002018163,0.004036327,0.007063572,0.00605449,0,0,58,1.9,0,3.9,109,52,161,8,2,139,132,140,28,1,6,1 +1843,137,0.001906578,0.001906578,0.006673022,0.005719733,0,0,58,1.8,0,5.9,106,60,166,6,0,139,133,141,22,1,6,1 +1844,137,0,0.00120048,0.006002401,0.003601441,0,0,59,1.9,0,6.5,102,64,166,5,1,139,133,140,14,1,7,1 +1845,137,0,0.001028807,0.007201646,0.004115226,0,0,59,1.8,0,6.4,102,64,166,5,1,139,133,140,13,1,7,1 +1846,137,0,0,0.008474576,0.004842615,0,0,59,1.8,0,7.2,102,64,166,7,1,142,133,140,18,1,7,1 +1847,137,0,0,0.007238883,0.004136505,0,0,59,1.8,0,6.6,102,64,166,8,2,142,134,140,16,1,7,1 +1848,137,0,0,0.007470651,0.003201708,0,0,58,1.9,0,6.5,102,64,166,10,2,142,134,141,14,1,7,1 +1849,137,0,0.000805153,0.006441224,0.003220612,0,0,59,1.8,0,6.5,102,64,166,5,2,142,134,140,14,1,7,1 +1850,138,0.009846827,0,0.004376368,0.001094092,0,0,51,1.2,0,1.8,98,73,171,9,0,148,145,147,14,1,2,1 +1851,138,0.008939974,0,0.002554278,0.001277139,0,0,51,1.3,0,2,98,73,171,8,0,148,145,147,16,1,2,1 +1852,138,0.009424084,0,0.008376963,0.00104712,0,0,51,1.2,0,3.1,98,73,171,9,0,148,145,148,14,1,2,1 +1853,138,0.011857708,0,0.007114625,0.000790514,0,0,50,1.2,0,1.4,98,73,171,7,0,148,146,148,11,1,2,1 +1854,138,0.011433597,0,0.00703606,0.000879507,0,0,50,1.2,0,1.6,98,73,171,7,0,148,146,148,12,1,2,1 +1855,138,0.011942675,0,0.006369427,0.000796178,0,0,51,1.2,0,1.6,98,73,171,8,0,148,147,149,12,1,2,1 +1856,138,0.012589928,0,0.007194245,0.000899281,0,0,51,1.2,0,1.7,98,73,171,7,0,148,147,149,12,1,2,1 +1857,138,0.01371308,0,0.004219409,0,0,0,51,1.1,0,2.1,49,122,171,3,0,148,148,149,6,0,2,1 +1858,138,0.014067995,0,0.005861665,0,0,0,51,0.9,0,0.6,49,122,171,2,0,147,149,149,5,0,2,1 +1859,138,0.015906681,0,0.005302227,0,0,0,51,0.9,0,0.1,49,122,171,3,0,147,149,150,6,0,2,1 +1860,138,0.017073171,0,0.003658537,0,0,0,51,0.9,0,0.2,49,122,171,4,0,147,149,150,5,0,2,1 +1861,138,0.015165877,0,0.003791469,0,0,0,51,0.9,0,1.9,49,122,171,2,0,147,148,149,5,0,2,1 +1862,138,0.014444444,0,0.004444444,0,0,0,51,0.9,0,2.2,49,122,171,3,0,147,148,149,5,0,2,1 +1863,138,0.016,0,0,0,0,0,51,1,0,2.4,64,107,171,2,3,147,148,149,7,0,2,1 +1864,138,0.013843648,0,0.003257329,0,0,0,51,1,0,2.7,64,107,171,3,1,147,148,149,6,0,2,1 +1865,138,0.012772352,0,0.003005259,0.000751315,0,0,50,1.1,0,2.9,87,84,171,4,1,147,147,148,10,1,2,1 +1866,138,0.013757524,0,0.002579536,0.000859845,0,0,50,1.3,0,1.9,87,84,171,5,1,147,146,148,11,1,2,1 +1867,138,0.014842301,0,0.002782931,0,0,0,50,1,0,2.2,72,99,171,5,1,147,147,148,7,1,2,1 +1868,138,0.007926024,0,0,0.002642008,0,0,49,1.6,0,4.7,92,80,172,4,1,142,142,145,21,1,6,1 +1869,138,0.007142857,0,0.002380952,0.003571429,0,0,49,1.6,0,6,92,80,172,5,1,142,141,145,23,1,6,1 +1870,138,0.006128703,0,0.003064351,0.004085802,0,0,49,1.6,0,5.7,92,80,172,5,0,142,140,144,22,1,6,1 +1871,138,0.006375228,0.001821494,0.001821494,0.004553734,0,0,50,1.7,0,5.6,102,70,172,6,0,142,139,144,26,1,6,1 +1872,138,0.003579952,0.002386635,0.003579952,0.005966587,0,0,50,1.9,0,5.6,102,70,172,8,0,142,137,142,32,1,6,1 +1873,138,0.002854424,0.00190295,0.005708849,0.006660324,0,0,50,2.3,0,4.6,102,70,172,7,0,138,135,140,26,1,6,1 +1874,138,0.002544529,0.001696353,0.006785411,0.007633588,0,0,51,2.3,0,4.5,112,60,172,6,0,138,131,139,41,1,6,1 +1875,138,0.002034588,0.002034588,0.004069176,0.009155646,0,0,51,2.5,0,5.2,112,60,172,4,0,138,129,138,46,1,6,1 +1876,138,0.00241838,0.00241838,0.00362757,0.008464329,0,0,51,2.4,0,5.8,102,70,172,9,1,135,132,138,32,1,6,1 +1877,138,0.002515723,0.002515723,0.005031447,0.008805031,0,0,50,2.4,0,6,102,70,172,6,0,138,132,138,30,1,6,1 +1878,138,0.001494768,0.002989537,0.005979073,0.010463378,0,0,52,2.6,0,2.4,104,60,164,4,0,135,124,135,48,1,6,1 +1879,138,0,0.002267574,0.009070295,0.013605442,0,0.002267574,60,2.6,0,0,106,55,161,8,2,117,99,117,80,0,8,3 +1880,138,0,0.00177305,0.008865248,0.010638298,0,0.00177305,57,2.6,0,0.7,106,55,161,6,1,135,107,122,121,1,8,3 +1881,138,0,0,0.009310987,0.013035382,0,0,57,2.5,0,0.7,106,55,161,6,1,135,109,123,113,1,8,3 +1882,138,0,0.001968504,0.00984252,0.011811024,0,0.001968504,58,2.5,0,1.2,106,55,161,8,1,117,103,119,76,0,8,3 +1883,139,0.001834862,0,0.006422018,0,0,0,58,0.7,2,11.5,51,112,163,3,0,150,147,150,4,1,2,1 +1884,139,0.004016064,0,0.00669344,0,0,0,58,0.5,0,8.1,61,107,168,3,0,153,152,154,3,1,2,1 +1885,139,0.003636364,0,0.005454545,0,0,0,58,0.6,0,8.5,56,112,168,2,0,153,152,154,3,1,2,1 +1886,141,0.005719733,0,0.006673022,0,0,0,58,0.6,0,8.1,39,132,171,0,0,153,153,155,3,0,2,1 +1887,141,0.00498008,0,0.005976096,0,0,0,58,0.5,0,7.8,37,131,168,0,0,153,153,154,2,0,2,1 +1888,141,0.004232804,0,0.008465608,0,0,0,58,0.6,0,7.9,63,108,171,3,1,153,153,155,4,1,2,1 +1889,141,0.003606853,0,0.008115419,0,0,0,58,0.6,1,8.5,60,111,171,3,1,153,154,156,4,1,2,1 +1890,141,0.004945598,0,0.006923838,0,0,0,58,0.6,3,9.6,63,108,171,3,1,156,154,157,5,1,2,1 +1891,141,0.004535147,0,0.007936508,0,0,0,58,0.6,1,9.1,63,108,171,3,1,160,154,157,9,1,2,1 +1892,141,0.004232804,0,0.008465608,0.001058201,0,0,57,0.7,1,8.5,75,96,171,3,0,160,152,156,14,1,2,1 +1893,141,0.004699248,0,0.008458647,0.00093985,0,0,57,0.7,1,8.1,69,102,171,4,0,160,152,156,13,1,2,1 +1894,139,0.006550218,0.002183406,0.010917031,0.006550218,0,0,55,1.4,0,3.6,71,95,166,5,0,161,140,147,72,1,6,1 +1895,139,0.0064,0.0016,0.0096,0.0064,0,0,54,1.6,0,2.2,96,76,172,4,1,161,139,145,78,1,6,1 +1896,139,0.009,0.001,0.009,0.005,0,0,52,1.5,4,10.2,96,76,172,5,0,158,140,145,57,1,6,1 +1897,139,0.008588957,0.001226994,0.008588957,0.006134969,0,0,53,1.6,6,7,96,76,172,4,0,158,140,146,61,1,6,1 +1898,139,0.011308562,0.001615509,0.009693053,0.008077544,0,0,51,1.9,0,0,96,76,172,5,0,147,136,141,42,1,6,1 +1899,139,0.010596026,0.001324503,0.00794702,0.006622517,0,0,50,1.5,0,10,99,76,175,6,0,147,138,143,37,1,6,1 +1900,139,0.009060023,0.001132503,0.00792752,0.005662514,0,0,50,1.4,0,14.5,102,76,178,8,0,162,142,147,71,1,6,1 +1901,139,0.010471204,0.001308901,0.007853403,0.003926702,0,0,50,1.4,0,15,102,76,178,10,0,162,144,149,57,1,6,1 +1902,139,0.012578616,0,0.009433962,0,0,0,50,0.9,0,13.4,71,107,178,4,0,162,153,158,25,1,2,1 +1903,130,0.005940594,0,0.013861386,0.011881188,0,0,57,2,0,0,125,54,179,4,2,121,115,122,94,0,6,1 +1904,130,0.002053388,0,0.014373717,0.014373717,0,0,59,2.1,0,0,127,50,177,8,2,121,101,115,79,0,8,3 +1905,130,0.001675042,0,0.011725293,0.013400335,0,0,61,2,0,0,127,50,177,5,0,121,98,115,94,0,8,3 +1906,130,0.001459854,0,0.011678832,0.013138686,0,0,62,2,0,0,127,50,177,7,0,60,95,112,269,0,8,3 +1907,130,0.00130719,0.00130719,0.011764706,0.010457516,0,0.00130719,62,2.2,0,0,161,50,211,9,0,60,89,113,250,0,8,3 +1908,130,0.001547988,0.001547988,0.009287926,0.009287926,0,0.001547988,63,2.3,0,0,161,50,211,5,0,60,88,113,254,-1,8,3 +1909,130,0.001694915,0.001694915,0.008474576,0.008474576,0,0.001694915,64,2.4,0,0,161,50,211,8,0,60,85,112,243,-1,8,3 +1910,130,0.001930502,0.001930502,0.007722008,0.007722008,0,0.001930502,64,2.5,0,0,161,50,211,7,0,60,83,114,241,-1,8,3 +1911,130,0,0.002369668,0.007109005,0.007109005,0,0.002369668,66,2.4,0,0,161,50,211,7,0,60,75,108,190,-1,8,3 +1912,140,0.00258565,0.001292825,0.007110537,0.003878474,0,0,64,1.2,0,5.9,74,95,169,6,0,142,137,142,18,0,6,1 +1913,140,0.003554502,0.001184834,0.007109005,0.004739336,0,0,64,1.1,0,3.8,73,96,169,5,0,146,140,144,16,0,6,1 +1914,140,0.00362757,0,0.006045949,0.00362757,0,0,65,0.9,0,5.5,73,96,169,4,0,145,141,145,13,0,6,1 +1915,140,0.004241782,0.001060445,0.007423118,0.004241782,0,0,64,1,0,5.7,69,96,165,4,0,145,139,144,17,1,6,1 +1916,140,0.00379867,0.000949668,0.007597341,0.004748338,0,0,63,1.2,0,6.2,70,95,165,6,0,147,137,143,25,1,6,1 +1917,140,0.003092784,0.001030928,0.007216495,0.004123711,0,0,63,1.2,0,5.3,68,93,161,4,0,143,136,143,19,1,6,1 +1918,140,0.002105263,0.001052632,0.007368421,0.004210526,0,0,64,1.2,0,5.9,68,93,161,2,0,143,135,142,19,1,6,1 +1919,140,0.001813237,0.000906618,0.007252947,0.004533092,0,0,64,1.2,0,6.5,66,95,161,5,0,143,134,141,21,1,6,1 +1920,140,0.002145923,0.001072961,0.00751073,0.004291845,0,0,63,1.4,0,6.6,70,93,163,7,0,142,134,141,22,1,6,1 +1921,140,0.00261324,0.00087108,0.006968641,0.005226481,0,0,63,1.5,0,7.2,153,75,228,9,0,142,120,142,22,0,6,1 +1922,140,0.001923077,0.002884615,0.005769231,0.005769231,0,0,62,1.6,0,9.1,153,75,228,9,0,142,118,142,20,0,6,1 +1923,140,0.001763668,0.001763668,0.004409171,0.005291005,0,0,63,1.3,1,9.1,153,75,228,7,0,142,121,143,17,0,6,1 +1924,140,0.000922509,0.001845018,0.005535055,0.005535055,0,0,63,1.5,1,9.5,163,65,228,5,1,142,118,141,27,0,7,1 +1925,140,0.000924214,0.002772643,0.004621072,0.005545287,0,0,62,1.5,1,7.5,163,65,228,5,1,142,118,142,27,0,7,1 +1926,140,0,0.003211991,0.005353319,0.004282655,0,0,63,1.2,3,8.1,94,65,159,3,2,140,131,139,28,1,7,1 +1927,140,0,0.003525264,0.004700353,0.003525264,0,0,63,1.2,3,8.1,94,65,159,2,2,140,133,140,22,1,7,1 +1928,140,0,0.007668712,0.006134969,0.001533742,0,0.003067485,62,2.4,2,0.3,56,85,141,3,0,131,123,130,11,1,8,3 +1929,140,0,0.00297619,0.004960317,0.00297619,0,0.000992063,63,1.7,5,4,83,65,148,4,1,140,127,133,32,1,7,1 +1930,140,0,0.004160888,0.008321775,0.004160888,0,0.001386963,64,1.3,0,6.4,60,91,151,4,0,139,128,133,21,1,7,1 +1931,133,0.001342282,0.001342282,0.005369128,0.005369128,0,0,57,2.6,0,1.5,81,83,164,6,0,132,125,132,21,0,7,1 +1932,133,0,0.001090513,0.0087241,0.005452563,0,0,58,2.6,0,1.2,66,83,149,4,0,135,123,132,21,1,7,1 +1933,133,0,0.002047083,0.00716479,0.004094166,0,0,60,2.2,0,1.1,65,83,148,1,0,135,124,132,19,1,7,1 +1934,133,0,0.004110997,0.006166495,0.004110997,0,0,60,2.5,0,0,65,83,148,2,0,131,122,130,14,1,7,1 +1935,133,0,0.00304878,0.009146341,0.003810976,0,0,61,2.5,0,0.1,62,86,148,2,0,133,123,130,14,1,7,1 +1936,133,0,0.003948667,0.007897335,0.0029615,0,0,61,2.9,0,0.1,49,93,142,3,0,133,124,132,9,1,7,1 +1937,133,0,0.003188098,0.008501594,0.003188098,0,0,63,2.4,0,0.1,39,103,142,2,0,133,125,131,8,1,7,1 +1938,133,0,0.003211991,0.00856531,0.003211991,0,0,63,2.3,0,0.5,36,103,139,2,0,133,124,130,8,1,7,1 +1939,133,0,0.003198294,0.008528785,0.003198294,0,0,63,2.2,0,0.5,36,103,139,1,0,133,124,130,8,1,7,1 +1940,133,0,0.003536693,0.00795756,0.003536693,0,0,62,2.2,0,0.5,48,97,145,2,0,133,123,129,11,1,7,1 +1941,133,0,0.003330558,0.007493755,0.003330558,0,0,62,2.1,0,2.3,74,88,162,4,0,133,124,130,12,0,7,1 +1942,133,0,0.003561888,0.006233304,0.003561888,0,0,62,2.1,0,1.6,98,64,162,2,0,133,122,129,25,0,7,1 +1943,133,0,0.003267974,0.004901961,0.004084967,0,0,62,2,0,1.6,100,62,162,3,0,133,119,128,44,0,7,1 +1944,133,0,0.004040404,0.005050505,0.004040404,0,0,62,2.2,0,2,103,62,165,3,0,129,117,128,44,0,7,1 +1945,133,0,0.001488095,0.005952381,0.00297619,0,0.00297619,60,2.2,0,5,105,60,165,5,0,100,104,108,52,0,8,3 +1946,133,0,0.001158749,0.005793743,0.003476246,0,0.002317497,62,1.9,0,4.2,105,60,165,4,0,128,108,116,71,0,8,3 +1947,133,0,0.001009082,0.005045409,0.003027245,0,0.002018163,61,2.3,0,5,105,60,165,4,0,128,103,116,70,0,8,3 +1948,133,0,0.001287001,0.005148005,0.002574003,0,0.002574003,60,2.8,0,8.1,105,60,165,5,0,100,98,107,45,0,8,3 +1949,133,0,0.001148106,0.005740528,0.002296211,0,0.002296211,60,2.7,0,8.2,105,60,165,5,0,119,100,112,53,0,8,3 +1950,133,0,0.001026694,0.006160164,0.002053388,0,0.002053388,60,2.8,0,7.7,105,60,165,5,0,119,100,111,53,0,8,3 +1951,133,0,0.001187648,0.005938242,0.001187648,0,0.002375297,60,3.1,0,9.5,105,60,165,7,0,93,98,107,57,0,8,3 +1952,133,0,0,0.006684492,0.001336898,0,0.002673797,60,3.2,0,0,105,60,165,6,0,93,94,102,42,0,8,3 +1953,133,0,0,0.010089686,0.002242152,0,0.002242152,60,3,0,0,105,60,165,5,0,125,97,105,80,0,8,3 +1954,133,0,0,0.011969532,0.001088139,0,0.002176279,60,3,0,0,97,58,155,4,0,125,96,105,79,0,8,3 +1955,133,0,0,0.010044643,0.003348214,0,0.001116071,60,3.3,0,0,81,58,139,2,0,125,96,111,75,1,8,3 +1956,133,0,0,0.01025641,0.003418803,0,0.001709402,60,3,0,0,104,58,162,5,0,125,95,103,90,0,8,3 +1957,133,0,0,0.009863429,0.003034901,0,0.002276176,61,2.8,0,0,105,57,162,6,0,125,96,103,95,0,8,3 +1958,133,0.000717875,0,0.009332376,0.003589375,0,0.002153625,60,2.8,0,0,127,57,184,8,0,125,98,104,95,0,8,3 +1959,133,0.000650195,0,0.009102731,0.003250975,0,0.00260078,61,2.6,0,0,132,52,184,7,0,125,96,102,108,0,8,3 +1960,133,0,0,0.003703704,0.003703704,0,0.003703704,63,1.9,0,0,104,62,166,5,0,77,93,92,74,-1,8,3 +1961,133,0.001440922,0,0.008645533,0.004322767,0,0.004322767,63,2.1,0,0,133,52,185,4,0,125,94,97,147,-1,8,3 +1962,133,0.001038422,0,0.008307373,0.004153686,0,0.003115265,62,2.2,0,0,133,52,185,5,0,125,100,108,114,0,8,3 +1963,133,0.000868056,0,0.010416667,0.004340278,0,0.001736111,61,2.7,0,0,132,52,184,5,0,125,96,110,103,0,8,3 +1964,133,0,0,0.009946442,0.003060444,0,0.002295333,61,2.8,0,0,98,57,155,4,0,125,95,103,95,0,8,3 +1965,138,0.006622517,0,0.005676443,0,0,0,58,0.6,0,14.4,50,133,183,1,0,152,157,155,17,0,4,1 +1966,138,0.004907975,0,0.004907975,0,0,0,58,0.6,0,19.3,46,137,183,3,0,149,160,161,27,1,4,1 +1967,138,0.01119403,0,0.004975124,0,0,0,57,0.7,0,3.7,48,135,183,3,0,152,160,161,21,1,4,1 +1968,138,0.010404624,0,0.005780347,0,0,0,57,0.8,0,3.8,51,127,178,3,0,149,150,150,10,0,2,1 +1969,138,0.009456265,0,0.004728132,0,0,0,57,0.8,0,7.3,41,127,168,2,0,148,145,148,6,0,2,1 +1970,138,0.006718925,0,0.004479283,0,0,0,59,0.7,0,8.5,43,125,168,1,0,148,145,147,6,0,2,1 +1971,138,0.004667445,0,0.004667445,0,0,0,59,0.8,0,8,43,125,168,2,0,148,143,145,7,0,2,1 +1972,138,0.005994006,0,0.004995005,0,0,0,59,0.8,0,7.7,43,125,168,3,0,148,144,146,6,0,2,1 +1973,138,0.006361323,0,0.003816794,0,0,0,60,0.7,0,7.7,43,125,168,1,0,148,145,146,6,0,2,1 +1974,138,0.005624297,0.002249719,0.003374578,0,0,0,60,0.8,0,7.4,43,125,168,1,0,148,144,147,6,0,2,1 +1975,135,0.011664899,0.002120891,0.004241782,0,0,0,60,0.9,0,0.5,44,124,168,3,0,148,144,147,6,0,2,1 +1976,135,0.011363636,0.001893939,0.003787879,0,0,0,60,0.9,0,0.4,44,124,168,3,0,148,144,146,6,0,2,1 +1977,135,0.012035011,0.002188184,0.002188184,0,0,0,59,1,0,0.5,39,124,163,1,0,148,143,146,6,0,2,1 +1978,135,0.010964912,0.002192982,0.004385965,0,0,0,60,0.9,0,0.5,39,124,163,1,0,148,143,146,6,0,2,1 +1979,135,0.009009009,0.002252252,0.005630631,0,0,0,60,0.9,0,3.8,39,124,163,2,0,148,143,146,6,0,2,1 +1980,135,0.00742115,0.001855288,0.006493506,0,0,0,60,1,0,5.2,40,123,163,0,0,148,142,145,7,0,2,1 +1981,135,0.007462687,0.002132196,0.006396588,0,0,0,62,0.9,1,8.2,41,119,160,1,0,148,142,146,8,0,2,1 +1982,135,0.006200177,0.001771479,0.007971656,0,0,0,63,0.8,0,9.5,40,120,160,1,0,147,141,145,6,0,2,1 +1983,135,0.005393743,0,0.002157497,0,0,0,63,0.8,0,9.9,41,119,160,1,0,147,141,143,7,0,2,1 +1984,135,0.003225806,0,0.002150538,0,0,0,64,0.7,0,9.5,41,119,160,2,0,147,141,143,7,0,2,1 +1985,135,0.002134472,0,0.003201708,0,0,0,64,0.6,0,10.2,41,119,160,3,0,147,141,143,7,0,2,1 +1986,135,0.001067236,0,0.003201708,0,0,0,65,0.6,0,10.3,38,119,157,4,0,147,141,143,6,0,2,1 +1987,135,0.008238525,0.000784621,0.003923107,0,0,0,61,0.8,0,6.7,48,120,168,2,0,148,143,145,6,0,2,1 +1988,135,0.007256894,0,0.004354136,0,0,0,58,0.8,0,7.5,50,121,171,3,0,147,146,147,8,0,2,1 +1989,135,0.007407407,0,0.004938272,0,0,0,58,0.8,0,6.9,50,121,171,2,0,148,146,147,8,0,2,1 +1990,135,0.006426735,0,0.003856041,0,0,0,58,1,0,5.6,43,121,164,3,0,147,144,146,6,0,2,1 +1991,135,0.006127451,0,0.00122549,0,0,0,58,1.1,0,4.3,53,111,164,3,0,141,143,145,8,0,2,1 +1992,135,0.006345178,0,0,0,0,0,58,1.2,0,5.2,51,111,162,2,0,141,141,143,6,0,2,1 +1993,135,0.007860262,0,0.005240175,0,0,0,58,1,0,4.7,58,113,171,3,0,141,144,146,10,0,2,1 +1994,125,0,0,0.007256894,0.008708273,0,0,62,1.6,0,1.5,73,68,141,7,0,129,117,125,32,1,7,1 +1995,125,0,0,0.007202881,0.008403361,0,0,62,1.7,0,1.2,73,68,141,9,0,128,117,126,29,1,7,1 +1996,125,0,0,0.006830601,0.008196721,0,0,62,1.4,0,1.4,73,68,141,8,0,128,117,125,30,1,7,1 +1997,125,0,0,0.007722008,0.009009009,0,0,62,1.3,0,1.3,70,68,138,6,0,128,117,124,25,1,7,1 +1998,125,0,0.00122549,0.007352941,0.007352941,0,0,62,1.9,0,1.6,70,68,138,6,0,130,118,127,25,1,7,1 +1999,125,0,0.001088139,0.008705114,0.008705114,0,0,63,1.6,0,1.7,70,68,138,4,0,130,116,124,32,1,7,1 +2000,125,0,0.001144165,0.009153318,0.008009153,0,0,62,1.7,0,1.1,72,68,140,5,0,130,116,125,29,1,7,1 +2001,125,0,0.000729927,0.008029197,0.008029197,0,0,62,1.7,0,1.3,69,71,140,8,0,130,117,125,30,1,7,1 +2002,125,0.000925926,0.000925926,0.008333333,0.007407407,0,0,62,1.6,0,4.8,82,71,153,5,0,130,118,125,30,0,7,1 +2003,125,0,0.001240695,0.007444169,0.007444169,0,0,61,1.8,0,5.1,73,74,147,4,0,130,117,125,26,1,7,1 +2004,125,0.005617978,0.001872659,0.009363296,0.003745318,0,0,59,2.1,0,7.8,90,74,164,8,1,131,122,126,27,0,6,1 +2005,125,0.004724409,0.001574803,0.006299213,0.006299213,0,0,60,1.9,0,6.7,90,74,164,6,1,130,121,124,26,0,6,1 +2006,125,0.004643963,0.001547988,0.00619195,0.009287926,0,0,60,1.3,0,7.5,96,68,164,6,1,110,120,120,34,0,6,1 +2007,125,0.003875969,0.00129199,0.006459948,0.009043928,0,0,61,1.2,0,6.9,96,68,164,5,1,110,118,119,30,0,6,1 +2008,125,0.001572327,0.001572327,0.009433962,0.009433962,0,0,63,1.2,0,0.8,100,64,164,8,1,114,114,117,15,0,7,1 +2009,125,0.001196172,0.001196172,0.008373206,0.009569378,0,0,63,1.1,0,4.1,100,64,164,5,2,116,114,117,13,0,7,1 +2010,125,0,0.001254705,0.007528231,0.011292346,0,0,65,1.1,0,5.5,76,64,140,5,1,116,111,115,9,1,7,1 +2011,125,0,0.001116071,0.0078125,0.008928571,0,0.001116071,65,1,0,5.2,76,64,140,4,1,116,111,115,10,0,7,1 +2012,125,0,0.001127396,0.009019166,0.00789177,0,0.001127396,64,1.1,0,5,82,64,146,5,2,116,110,115,10,0,7,1 +2013,125,0,0,0.008588957,0.006134969,0,0.001226994,65,1,0,5.6,82,64,146,6,2,116,110,115,9,0,7,1 +2014,125,0,0,0.008,0.006666667,0,0.001333333,65,1,0,5.8,82,64,146,7,2,117,111,116,9,0,7,1 +2015,125,0,0,0.008827238,0.00630517,0,0.001261034,65,1.1,0,7.3,82,64,146,5,1,116,111,116,9,0,7,1 +2016,125,0,0,0.00913242,0.006849315,0,0.001141553,65,1.3,0,6.5,82,64,146,5,1,116,111,116,8,0,7,1 +2017,125,0,0,0.009750813,0.005417118,0,0.001083424,65,1.2,0,6.3,70,76,146,3,0,116,111,114,8,0,7,1 +2018,125,0,0,0.006188119,0.006188119,0,0.001237624,65,1.3,0,3,77,78,155,4,0,110,111,113,8,0,7,1 +2019,125,0,0,0.008438819,0.007383966,0,0.001054852,64,1.3,0,2.6,77,78,155,4,0,114,111,114,7,0,7,1 +2020,125,0,0,0.008158508,0.006993007,0,0.001165501,64,1.4,0,2.7,77,78,155,4,0,107,111,113,11,0,7,1 +2021,125,0,0,0.007185629,0.008383234,0,0,64,1.4,0,2.4,90,65,155,6,0,111,111,114,8,0,7,1 +2022,125,0,0,0.007263923,0.010895884,0,0,64,1.3,0,1.9,90,65,155,5,0,111,111,113,7,0,7,1 +2023,125,0,0,0.007641921,0.010917031,0,0,65,1.3,0,1.7,90,65,155,5,0,111,111,113,7,0,7,1 +2024,129,0,0.001811594,0.005434783,0.012681159,0,0,58,4.3,0,0,158,72,230,10,1,111,88,126,33,-1,7,1 +2025,129,0,0.001669449,0.005008347,0.013355593,0,0,58,3.9,0,0,158,72,230,10,1,113,90,124,28,-1,7,1 +2026,129,0,0,0.00630517,0.010088272,0,0.001261034,65,2.6,0,0,101,50,151,9,2,105,91,113,13,0,8,3 +2027,129,0,0.001010101,0.006060606,0.009090909,0,0.001010101,65,2.8,0,0,101,50,151,7,2,105,88,112,13,0,8,3 +2028,129,0,0.000921659,0.005529954,0.008294931,0,0.001843318,65,2.8,0,0,101,50,151,7,2,105,86,112,13,0,8,3 +2029,129,0,0.00084674,0.00508044,0.00762066,0,0.00169348,65,2.9,0,0,101,50,151,6,2,105,84,111,12,0,8,3 +2030,129,0,0.000749625,0.006746627,0.006746627,0,0.002248876,65,3.1,0,0,180,50,230,10,1,105,83,112,14,-1,8,3 +2031,129,0,0.000884173,0.006189213,0.006189213,0,0.00265252,66,2.9,0,0,94,50,144,8,0,105,85,109,11,0,8,3 +2032,129,0,0.00091659,0.006416132,0.005499542,0,0.002749771,66,2.8,0,0,94,50,144,6,0,105,85,110,11,0,8,3 +2033,129,0,0.001038422,0.00623053,0.00623053,0,0.002076843,66,3.2,0,0,96,50,146,8,0,105,82,108,10,0,8,3 +2034,129,0,0.001122334,0.006734007,0.005611672,0,0.002244669,67,3.2,0,0,80,66,146,7,0,105,80,107,9,0,8,3 +2035,129,0,0.001072961,0.006437768,0.005364807,0,0.002145923,67,3.3,0,0,129,63,192,7,0,105,80,107,14,-1,8,3 +2036,128,0,0.001094092,0.007658643,0.00547046,0,0.002188184,66,2.9,0,0,129,63,192,6,1,103,84,110,20,-1,8,3 +2037,128,0,0.002014099,0.007049345,0.005035247,0,0.002014099,65,2.6,0,0,129,63,192,6,0,103,92,114,28,0,8,3 +2038,128,0,0.001545595,0.006955178,0.004636785,0,0.002318393,66,2.7,0,0,129,63,192,4,0,105,89,112,21,0,8,3 +2039,128,0,0.001850139,0.007400555,0.005550416,0,0.001850139,65,2.5,0,0,129,63,192,6,0,104,94,115,28,0,8,3 +2040,128,0,0.0025,0.006666667,0.005833333,0,0.001666667,65,2.5,0,0,129,63,192,5,0,114,97,116,25,0,8,3 +2041,128,0,0.003541913,0.008264463,0.008264463,0,0,64,2,0,0,100,71,171,4,2,122,112,123,20,0,7,1 +2042,128,0,0.007117438,0.007117438,0.007117438,0,0,64,2.2,0,0,84,87,171,5,1,129,118,125,13,0,7,1 +2043,128,0,0.006564551,0.006564551,0.006564551,0,0,65,2,0,1.1,84,87,171,3,1,129,119,127,13,0,7,1 +2044,128,0,0.005343511,0.007633588,0.009160305,0,0,63,2.4,0,1.1,107,64,171,6,0,129,114,127,18,0,7,1 +2045,128,0,0.006183746,0.008833922,0.008833922,0,0,63,2.5,0,1.2,107,64,171,4,1,129,115,128,17,0,7,1 +2046,128,0,0.006222222,0.008888889,0.009777778,0,0,63,2.7,0,1.3,96,64,160,6,1,129,111,128,21,0,7,1 +2047,128,0,0.006603774,0.008490566,0.009433962,0,0,63,3,0,1.5,96,64,160,5,2,127,109,128,24,0,7,1 +2048,128,0,0.007675439,0.006578947,0.009868421,0,0,63,2.8,0,1.4,96,64,160,3,0,127,114,129,16,0,7,1 +2049,128,0,0,0.008032129,0.010040161,0,0,63,4.2,0,0,90,66,156,5,0,69,73,118,128,0,8,3 +2050,125,0.00476758,0.015494636,0.007151371,0,0,0,66,4.1,5,0.3,23,123,146,0,0,133,126,134,1,0,2,1 +2051,128,0,0.001912046,0.001912046,0,0,0,70,1.9,16,4.1,20,119,139,2,0,130,127,131,1,0,3,1 +2052,127,0.002587322,0.016817594,0.005174644,0,0,0,66,4.2,5,0.3,23,123,146,0,0,133,126,134,0,0,2,1 +2053,127,0.002902758,0.002902758,0.007256894,0,0,0,65,1.2,44,3,26,120,146,2,0,126,126,128,1,-1,1,1 +2054,127,0.002793296,0.002793296,0.00698324,0,0,0,65,1.2,46,3,26,120,146,2,0,126,126,128,1,-1,1,1 +2055,127,0,0,0.00528169,0,0,0,65,0.7,55,3.5,13,120,133,1,0,126,126,127,0,0,1,1 +2056,127,0,0.000789889,0.004739336,0,0,0,62,0.7,58,4.1,20,120,140,1,0,126,125,126,0,-1,1,1 +2057,127,0,0.001023541,0.005117707,0,0,0,63,0.7,59,4,20,120,140,2,0,126,125,127,0,-1,1,1 +2058,127,0,0.001113586,0.005567929,0,0,0,62,0.7,64,4.1,20,120,140,1,0,124,125,126,1,-1,1,1 +2059,127,0,0.001282051,0.006410256,0,0,0,60,0.7,60,4.1,20,120,140,2,0,122,124,125,1,-1,1,1 +2060,127,0,0.001121076,0.005605381,0,0,0,60,0.6,61,4.2,20,120,140,2,0,123,124,125,0,-1,1,1 +2061,127,0,0,0.005662514,0,0,0,62,0.5,73,4,12,119,131,1,0,123,124,125,0,0,1,1 +2062,127,0,0,0.004700353,0,0,0,63,0.5,71,4,12,119,131,1,0,123,123,124,0,0,1,1 +2063,127,0,0,0.005660377,0,0,0,65,0.4,67,4.3,12,119,131,1,0,123,124,125,0,0,1,1 +2064,127,0,0,0.005870841,0,0,0,70,0.4,63,4.1,18,119,137,2,0,123,125,126,1,0,1,1 +2065,127,0,0.000974659,0.005847953,0,0,0,71,0.9,52,3.8,18,119,137,2,0,129,125,128,1,0,1,1 +2066,127,0,0.000884173,0.00530504,0,0,0,66,0.8,58,4.1,19,120,139,1,0,123,125,127,1,-1,1,1 +2067,130,0.009090909,0.002597403,0.007792208,0,0,0,65,1.7,0,1.3,45,112,157,4,0,136,135,138,3,0,2,1 +2068,130,0.009400705,0,0.003525264,0,0,0,67,1.1,0,1,45,112,157,5,0,137,136,138,2,0,2,1 +2069,130,0.00877193,0.001096491,0.002192982,0,0,0,66,1.2,0,1,45,112,157,6,0,137,136,138,2,0,2,1 +2070,130,0.007865169,0.001123596,0,0,0,0,67,0.9,0,1.2,45,112,157,4,0,137,137,139,3,0,2,1 +2071,130,0.007099391,0.001014199,0,0,0,0,67,0.9,0,2.8,46,112,158,4,0,137,138,139,4,0,2,1 +2072,130,0.006746627,0.000749625,0.005247376,0,0,0,69,0.7,5,4.2,46,112,158,4,0,139,139,140,3,0,2,1 +2073,130,0.007487521,0.000831947,0.000831947,0,0,0,70,0.7,6,4.4,31,127,158,1,0,139,140,141,3,0,2,1 +2074,130,0.007320644,0.000732064,0.000732064,0,0,0,71,0.7,5,3.8,31,127,158,1,0,139,139,140,3,0,2,1 +2075,130,0.007575758,0.000841751,0.005050505,0,0,0,70,0.7,6,4.3,31,127,158,1,0,139,140,141,3,0,2,1 +2076,130,0.007011394,0.000876424,0.000876424,0,0,0,71,0.7,10,4,31,127,158,1,0,139,140,141,3,0,2,1 +2077,130,0.005474453,0.000912409,0.000912409,0,0,0,72,0.9,9,4.8,31,127,158,1,0,139,139,141,3,0,2,1 +2078,130,0.005110733,0.000851789,0.000851789,0,0,0,72,0.9,8,4.4,31,127,158,2,0,139,139,140,3,0,2,1 +2079,130,0.004789272,0,0.000957854,0,0,0,73,0.6,9,5,32,126,158,2,0,139,140,141,3,0,2,1 +2080,130,0.003525264,0,0.001175088,0,0,0,75,0.6,10,5.4,32,126,158,3,0,139,139,140,3,0,2,1 +2081,130,0.003003003,0.002002002,0.001001001,0,0,0,74,1.3,8,5,32,126,158,3,0,139,137,140,3,0,2,1 +2082,130,0,0.008196721,0.005464481,0,0,0,73,2.9,0,2.2,27,124,151,2,0,132,127,133,1,-1,1,1 +2083,130,0,0.009433962,0.005896226,0,0,0,72,2.6,5,1.5,27,124,151,1,0,130,127,131,1,-1,1,1 +2084,130,0,0.008860759,0.007594937,0,0,0,73,2.1,12,1.4,27,124,151,2,0,128,127,130,1,-1,1,1 +2085,128,0.000896057,0.006272401,0.006272401,0,0,0,76,1.7,25,1.9,22,124,146,2,0,128,127,130,1,-1,1,1 +2086,128,0.000978474,0.002935421,0.005870841,0,0,0,78,1.2,35,2.4,27,124,151,2,0,128,127,130,1,-1,1,1 +2087,133,0,0.00277855,0.006390664,0,0,0,74,1.3,28,3.9,31,119,150,7,0,136,134,137,1,0,1,2 +2088,133,0,0.001154734,0.005773672,0,0,0,78,0.3,73,3.5,22,132,154,2,0,136,136,138,0,-1,1,1 +2089,133,0,0.001236094,0.00618047,0,0,0,79,0.5,70,3.1,10,131,141,1,0,136,135,137,0,0,1,1 +2090,133,0,0.00120919,0.004836759,0,0,0,78,0.8,59,2.6,13,131,144,1,0,136,134,136,0,-1,1,1 +2091,133,0,0.001156069,0.004624277,0,0,0,78,0.8,44,3.6,14,130,144,1,0,136,134,137,0,0,1,1 +2092,133,0,0.001206273,0.00482509,0,0,0,77,0.9,34,4.4,17,130,147,1,0,136,135,137,0,0,1,1 +2093,133,0,0.001027749,0.004110997,0,0,0,76,0.8,29,5.3,17,130,147,1,0,136,135,137,0,0,1,1 +2094,133,0,0.001141553,0.003424658,0,0,0,77,0.8,16,5.8,17,130,147,1,0,135,135,137,1,0,1,1 +2095,133,0,0.001226994,0.003680982,0,0,0,76,0.6,12,6.8,17,130,147,0,0,136,136,138,1,0,1,1 +2096,133,0,0,0.004032258,0,0,0,75,0.4,13,7.2,26,129,155,1,0,136,137,139,1,0,1,1 +2097,133,0,0,0.006711409,0,0,0,75,0.4,15,6.7,26,129,155,2,0,136,137,139,1,0,1,1 +2098,133,0,0,0.005312085,0,0,0,75,0.6,20,4.7,26,129,155,2,0,136,136,138,0,-1,1,1 +2099,133,0,0.004201681,0.005602241,0,0,0,73,1.6,14,3.2,32,123,155,3,0,136,133,137,1,0,1,1 +2100,133,0,0.008652658,0.004944376,0,0,0,72,2.1,11,2.5,60,91,151,10,0,136,132,136,1,1,1,1 +2101,133,0,0.009840098,0.004920049,0,0,0,70,2.7,4,1.5,60,91,151,8,1,134,130,135,1,1,1,1 +2102,133,0,0.009356725,0.008187135,0,0,0,69,3,1,1.2,57,91,148,8,0,134,128,134,2,1,1,1 +2103,133,0,0.006031363,0.007237636,0,0,0,68,3,1,1.3,57,91,148,8,0,133,129,134,2,1,1,1 +2104,133,0,0.001261034,0.007566204,0,0,0,70,2,6,2.5,68,91,159,7,1,133,132,135,3,0,1,1 +2105,136,0,0,0.009370817,0,0,0,78,0.4,27,4.6,43,112,155,4,0,138,137,139,0,0,1,1 +2106,136,0,0,0.009324009,0,0,0,79,0.2,40,5.1,20,129,149,2,0,138,138,139,0,0,1,1 +2107,136,0,0.001096491,0.007675439,0,0,0,78,0.4,36,7.1,36,113,149,3,0,139,137,139,1,1,1,1 +2108,136,0,0.001293661,0.006468305,0,0,0,74,1,21,7,42,107,149,2,0,137,135,138,1,1,1,1 +2109,136,0,0.002567394,0.007702182,0.001283697,0,0,67,2.2,0,4.4,45,100,145,3,0,133,131,136,2,1,1,1 +2110,136,0,0.00128041,0.007682458,0.00128041,0,0,67,1.9,0,5.3,45,100,145,2,0,135,132,136,2,1,1,1 +2111,136,0,0.004109589,0.008219178,0.006849315,0,0.001369863,64,2.2,0,3,85,67,152,5,0,134,119,131,45,1,7,1 +2112,136,0,0.004347826,0.008695652,0.008695652,0,0.002173913,63,2.2,0,1.9,86,67,153,6,0,134,112,123,71,1,7,1 +2113,136,0,0.004823151,0.006430868,0.008038585,0,0.001607717,63,2.2,0,5,85,67,152,6,0,134,116,128,53,1,7,1 +2114,136,0,0.002070393,0.008281573,0,0,0,67,1.5,11,4.7,38,115,153,4,0,140,133,138,4,0,1,1 +2115,137,0,0,0.007009346,0,0,0,81,0.4,33,6.3,31,121,152,2,0,146,143,145,1,1,1,1 +2116,140,0,0,0.006423983,0,0,0,83,0.2,48,5.4,20,132,152,2,0,145,145,146,0,0,1,1 +2117,140,0.003968254,0,0.003968254,0,0,0,80,0.2,36,2.2,18,140,158,1,0,147,148,149,1,0,2,1 +2118,140,0,0,0.0078125,0,0,0,79,0.3,20,8.5,26,124,150,1,0,144,143,145,1,1,1,1 +2119,140,0,0,0.006469501,0.000924214,0,0,79,0.5,26,7,21,129,150,1,0,145,142,145,2,1,1,1 +2120,140,0,0,0.006764374,0.001127396,0,0,79,0.6,27,6.4,26,124,150,1,0,144,141,145,1,1,1,1 +2121,140,0,0,0.004975124,0.001243781,0,0,77,0.7,17,6,31,124,155,2,0,145,143,145,2,0,1,1 +2122,140,0,0,0.007425743,0,0,0,79,0.2,25,7.2,40,137,177,4,0,153,150,152,2,0,5,2 +2123,140,0.000774593,0,0.00697134,0,0,0,78,0.4,22,7.1,66,103,169,6,0,152,148,151,3,1,5,2 +2124,140,0.000980392,0,0.006862745,0,0,0,79,0.4,20,6.1,67,103,170,5,0,153,148,152,4,1,5,2 +2125,140,0.000678887,0,0.00610998,0,0,0,78,0.4,27,7,66,103,169,6,0,152,147,151,4,1,5,2 +2126,142,0.001615509,0.001615509,0.008077544,0,0,0,74,0.4,36,5,42,117,159,2,1,145,143,145,1,0,1,1 From f3d0e5855a5a92db5cb22cfa6c96ade70cc14abc Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Mon, 17 Jul 2017 13:32:41 -0600 Subject: [PATCH 02/36] Add a function to load ctg data --- healthcareai/datasets/base.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/healthcareai/datasets/base.py b/healthcareai/datasets/base.py index c22292c..b113996 100644 --- a/healthcareai/datasets/base.py +++ b/healthcareai/datasets/base.py @@ -25,3 +25,7 @@ def load_data(data_file_name): def load_diabetes(): """Load and return the diabetes dataset""" return load_data('diabetes.csv') + +def load_ctg(): + """Load ctg dataset for neural network testing""" + return load_data('ctg.csv') \ No newline at end of file From aca1bddd3fe58851c7052010eab9f088f15fa12f Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Mon, 17 Jul 2017 13:33:42 -0600 Subject: [PATCH 03/36] For testing, print roc score --- healthcareai/common/model_eval.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/healthcareai/common/model_eval.py b/healthcareai/common/model_eval.py index 8b12083..8e5e52d 100644 --- a/healthcareai/common/model_eval.py +++ b/healthcareai/common/model_eval.py @@ -138,6 +138,9 @@ def calculate_binary_classification_metrics(trained_sklearn_estimator, x_test, y roc = compute_roc(y_test, probability_predictions) pr = compute_pr(y_test, probability_predictions) + # Shufang testing + print('roc from calculate_binary_classification_metric', roc) + # Unpack the roc and pr dictionaries so the metric lookup is easier for plot and ensemble methods return {'accuracy': accuracy, **roc, **pr} From f8fc7dfbf346151a0a00ce82a3e5728c84123041 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Mon, 17 Jul 2017 13:34:15 -0600 Subject: [PATCH 04/36] Add get_algorithm_neural_network --- healthcareai/common/randomized_search.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/healthcareai/common/randomized_search.py b/healthcareai/common/randomized_search.py index c760666..05f919e 100644 --- a/healthcareai/common/randomized_search.py +++ b/healthcareai/common/randomized_search.py @@ -40,3 +40,24 @@ def get_algorithm(estimator, algorithm = estimator(**non_randomized_estimator_kwargs) return algorithm + +# Added for neural network +def get_algorithm_neural_network(estimator, + scoring_metric, + hyperparameter_grid, + randomized_search, + number_iteration_samples=10, + **non_randomized_estimator_kwargs): + """Get an estimator for neural network""" + if randomized_search: + algorithm = RandomizedSearchCV(estimator=estimator, + scoring=scoring_metric, + param_distributions=hyperparameter_grid, + n_iter=number_iteration_samples, + verbose=0, + n_jobs=1) + + else: + algorithm = estimator(**non_randomized_estimator_kwargs) + + return algorithm From 63122deb40422474b75473a69553972eff442c08 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Mon, 17 Jul 2017 13:34:41 -0600 Subject: [PATCH 05/36] Add neural_network_classifier --- .../advanced_supvervised_model_trainer.py | 145 +++++++++++++++++- 1 file changed, 143 insertions(+), 2 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index 39a1c08..e9824ba 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -3,6 +3,12 @@ import pandas as pd import time +from sklearn.metrics import classification_report, confusion_matrix + +np.random.seed(123) +from keras.models import Sequential +from keras.layers import Dense +from keras.wrappers.scikit_learn import KerasClassifier from sklearn.ensemble import RandomForestClassifier, RandomForestRegressor from sklearn.linear_model import LinearRegression, LogisticRegression from sklearn.neighbors import KNeighborsClassifier @@ -13,7 +19,8 @@ import healthcareai.trained_models.trained_supervised_model as hcai_tsm import healthcareai.common.helpers as hcai_helpers -from healthcareai.common.randomized_search import get_algorithm +from healthcareai.common.randomized_search import get_algorithm, \ + get_algorithm_neural_network from healthcareai.common.healthcareai_error import HealthcareAIError SUPPORTED_MODEL_TYPES = ['classification', 'regression'] @@ -212,7 +219,8 @@ def metrics(self, trained_sklearn_estimator): elif self.model_type is 'regression': performance_metrics = hcai_model_evaluation.calculate_regression_metrics(trained_sklearn_estimator, self.X_test, self.y_test) - + # Shufang testing: + print(performance_metrics) return performance_metrics def logistic_regression(self, @@ -397,6 +405,63 @@ def random_forest_regressor(self, return trained_supervised_model + def create_nn(self, activation='relu', neurons=22, optimizer='adam', scoring_metric='mae'): + algorithm = Sequential() + algorithm.add(Dense(neurons, input_dim=22, activation=activation)) + algorithm.add(Dense(neurons, activation=activation)) + algorithm.add(Dense(1, activation='sigmoid')) + algorithm.compile(loss='binary_crossentropy', + # can also use one hot encoding with categorical_crossentropy + # for binary: binary_crossentropy sigmoid + # for multiclass: softmax sparse_categorical_crossentropy + optimizer=optimizer, + metrics=[scoring_metric]) + return algorithm + + def neural_network_classifier(self, + scoring_metric='roc_auc', + hyperparameter_grid=None, + randomized_search=True, + number_iteration_samples=3): + """ + Tune the neural network using grid search over the parameters. + Tuning is performed by cross validation. + + Args: + + """ + self.validate_classification('Neural Network Classifier') + + # Create a neural network architecture + #TODO customize input/output dims + algorithm = KerasClassifier(build_fn=self.create_nn, verbose=0) + + #TODO change hyperparameter grid + if hyperparameter_grid is None: + # activation = ['relu'] + # # neurons = calculate_nn_number_of_neurons_hyperparameter( + # # X_train.shape[1], 'classification') + # neurons = [22] + # batch_size = [3] + # epochs = [100] + # optimizer = ['adam'] + + hyperparameter_grid = dict(activation=['relu'], + neurons=[10], + batch_size=[5], + epochs=[100], + optimizer=['adam']) + + algorithm = get_algorithm_neural_network(algorithm, + scoring_metric, + hyperparameter_grid, + randomized_search, + number_iteration_samples=1) + + trained_supervised_model = self._create_trained_supervised_model_nn(algorithm) + + return trained_supervised_model + def _create_trained_supervised_model(self, algorithm, include_factor_model=True): """ Trains an algorithm, prepares metrics, builds and returns a TrainedSupervisedModel @@ -447,6 +512,82 @@ def _create_trained_supervised_model(self, algorithm, include_factor_model=True) return trained_supervised_model + def _create_trained_supervised_model_nn(self, algorithm, include_factor_model=True): + """ + Trains an algorithm, prepares metrics, builds and returns a TrainedSupervisedModel + + Args: + algorithm (sklearn.base.BaseEstimator): The scikit learn algorithm, ready to fit. + include_factor_model (bool): Trains a model for top factors. Defaults to True + + Returns: + TrainedSupervisedModel: a TrainedSupervisedModel + """ + # Get time before model training + t0 = time.time() + + ## testing + ''' + from sklearn.preprocessing import Normalizer + scaler = Normalizer().fit(self.x_train) + self.x_train = scaler.transform(self.x_train) + self.X_test = scaler.transform(self.X_test) + ''' + column_names = self.X_test.columns.values + self.x_train = np.array(self.x_train) + self.X_test = np.array(self.X_test) + self.y_train = np.array(self.y_train) + self.y_test = np.array(self.y_test) + print(self.x_train[:10]) + + print('start training...') + result = algorithm.fit(self.x_train, self.y_train) + print('\nBest trained hyper-parameter set is:\n') + print(result.best_params_) + print('\nBest training accuracy is:\n') + print(result.best_score_) + print('\nHyper-parameter tuning has completed. \n') + + # Build prediction sets for ROC/PR curve generation. Note this does increase the size of the TSM because the + # test set is saved inside the object as well as the calculated thresholds. + # See https://github.com/HealthCatalyst/healthcareai-py/issues/264 for a discussion on pros/cons + # PEP 8 + test_set_predictions = None + test_set_class_labels = None + if self.is_classification: + # Save both the probabilities and labels + test_set_predictions = algorithm.predict_proba(self.X_test) + test_set_class_labels = algorithm.predict(self.X_test) + print('test_set_class_labels:', test_set_class_labels) + print('Classification report:') + print(classification_report(self.y_test, test_set_class_labels)) + print('Confusion matrix:') + print(confusion_matrix(self.y_test, test_set_class_labels)) + print('predict_proba ends.') + elif self.is_regression: + test_set_predictions = algorithm.predict(self.X_test) + + if include_factor_model: + factor_model = hcai_factors.prepare_fit_model_for_factors(self.model_type, self.x_train, self.y_train) + else: + factor_model = None + + trained_supervised_model = hcai_tsm.TrainedSupervisedModel( + model=algorithm, + feature_model=factor_model, + fit_pipeline=self.pipeline, + model_type=self.model_type, + column_names=column_names, + grain_column=self.grain_column, + prediction_column=self.predicted_column, + test_set_predictions=test_set_predictions, + test_set_class_labels=test_set_class_labels, + test_set_actual=self.y_test, + metric_by_name=self.metrics(algorithm), + training_time=time.time() - t0) + + return trained_supervised_model + def validate_regression(self, model_name=None): """ Raises error if not a regression trainer. From 922755bf282534b851a08edcde9e8fa6825cd30d Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Mon, 17 Jul 2017 13:35:06 -0600 Subject: [PATCH 06/36] Run an example to test neural network --- example_test_neuralnet_ctg.py | 37 +++++++++++++++++++++++++++++++++++ 1 file changed, 37 insertions(+) create mode 100644 example_test_neuralnet_ctg.py diff --git a/example_test_neuralnet_ctg.py b/example_test_neuralnet_ctg.py new file mode 100644 index 0000000..e2db57a --- /dev/null +++ b/example_test_neuralnet_ctg.py @@ -0,0 +1,37 @@ +#TODO this ctg data is used for testing neural network. This example can be deleted after the test is done. + +import healthcareai.datasets as hcai_datasets +import healthcareai.pipelines.data_preparation as hcai_pipelines +from healthcareai import AdvancedSupervisedModelTrainer + +if __name__ == "__main__": + # Load the ctg dataset + dataframe = hcai_datasets.base.load_ctg() + + # Drop the CLASS variable + dataframe.drop(['CLASS'], axis=1, inplace=True) + + # Recode the NSP variable for binary classification + index = dataframe.NSP == 1 + dataframe.loc[index, 'NSP'] = 0 + index = dataframe.NSP != 0 + dataframe.loc[index, 'NSP'] = 1 + + # Initiate an Advanced Trainer class with your clean and prepared training data + classification_trainer = AdvancedSupervisedModelTrainer( + dataframe=dataframe, + model_type='classification', + predicted_column='NSP', + grain_column='id', + verbose=False) + + # Split the data into training and testing sets + classification_trainer.train_test_split() + + # Train the neural network classifier with randomized search + trained_nn = classification_trainer.neural_network_classifier() + + # Create ROC/PR curve + trained_nn.roc_plot() + trained_nn.pr_plot() + From 2067e50b47924cfa0134df31e6e78cdb21de6dbc Mon Sep 17 00:00:00 2001 From: Taylor Miller Date: Tue, 18 Jul 2017 14:44:08 -0600 Subject: [PATCH 07/36] * using pandas DataFrame.as_matrix() in train_test_split to convert dataframes to numpy arrays to make keras happy * added a self.columns attribute to save the dataframe column names --- .../advanced_supvervised_model_trainer.py | 17 ++++++++++------- 1 file changed, 10 insertions(+), 7 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index e9824ba..b36d586 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -19,8 +19,7 @@ import healthcareai.trained_models.trained_supervised_model as hcai_tsm import healthcareai.common.helpers as hcai_helpers -from healthcareai.common.randomized_search import get_algorithm, \ - get_algorithm_neural_network +from healthcareai.common.randomized_search import get_algorithm, get_algorithm_neural_network from healthcareai.common.healthcareai_error import HealthcareAIError SUPPORTED_MODEL_TYPES = ['classification', 'regression'] @@ -52,6 +51,7 @@ def __init__(self, dataframe, model_type, predicted_column, grain_column=None, v self.predicted_column = predicted_column self.grain_column = grain_column self.verbose = verbose + self.columns = None self.x_train = None self.X_test = None self.y_train = None @@ -117,6 +117,9 @@ def train_test_split(self, random_seed=None): """ y = np.squeeze(self.dataframe[[self.predicted_column]]) X = self.dataframe.drop([self.predicted_column], axis=1) + # Save off a copy of the column names before converting to a numpy array + self.columns = X.columns.values + X = X.as_matrix() self.x_train, self.X_test, self.y_train, self.y_test = sklearn.model_selection.train_test_split( X, y, test_size=.20, random_state=random_seed) @@ -350,7 +353,7 @@ def random_forest_classifier(self, """ self.validate_classification('Random Forest Classifier') if hyperparameter_grid is None: - max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.X_test.columns), + max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.columns), self.model_type) hyperparameter_grid = {'n_estimators': [100, 200, 300], 'max_features': max_features} number_iteration_samples = 5 @@ -389,7 +392,7 @@ def random_forest_regressor(self, """ self.validate_regression('Random Forest Regressor') if hyperparameter_grid is None: - max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.X_test.columns), + max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.columns), self.model_type) hyperparameter_grid = {'n_estimators': [10, 50, 200], 'max_features': max_features} number_iteration_samples = 5 @@ -458,7 +461,7 @@ def neural_network_classifier(self, randomized_search, number_iteration_samples=1) - trained_supervised_model = self._create_trained_supervised_model_nn(algorithm) + trained_supervised_model = self._create_trained_supervised_model(algorithm) return trained_supervised_model @@ -501,7 +504,7 @@ def _create_trained_supervised_model(self, algorithm, include_factor_model=True) feature_model=factor_model, fit_pipeline=self.pipeline, model_type=self.model_type, - column_names=self.X_test.columns.values, + column_names=self.columns, grain_column=self.grain_column, prediction_column=self.predicted_column, test_set_predictions=test_set_predictions, @@ -577,7 +580,7 @@ def _create_trained_supervised_model_nn(self, algorithm, include_factor_model=Tr feature_model=factor_model, fit_pipeline=self.pipeline, model_type=self.model_type, - column_names=column_names, + column_names=self.columns, grain_column=self.grain_column, prediction_column=self.predicted_column, test_set_predictions=test_set_predictions, From 23cd59a33ee17c818efbf3321428d53cfc6e96b6 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 09:22:34 -0600 Subject: [PATCH 08/36] Remove `issubclass(type(model), sklearn.base.BaseEstimator)` KerasClassifier is not a BaseEstimator. This raises an error in neural network. --- healthcareai/common/helpers.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/healthcareai/common/helpers.py b/healthcareai/common/helpers.py index 414c059..22b248d 100644 --- a/healthcareai/common/helpers.py +++ b/healthcareai/common/helpers.py @@ -53,8 +53,9 @@ def extract_estimator_from_meta_estimator(model): Returns: sklearn.base.BaseEstimator: """ - if not issubclass(type(model), sklearn.base.BaseEstimator): - raise HealthcareAIError('This requires an instance of sklearn.base.BaseEstimator') + # Shufang commented, kerasclassifier is not a baseestimator + # if not issubclass(type(model), sklearn.base.BaseEstimator): + # raise HealthcareAIError('This requires an instance of sklearn.base.BaseEstimator') if issubclass(type(model), sklearn.base.MetaEstimatorMixin) and hasattr(model, 'best_estimator_'): result = model.best_estimator_ From 4a8c3eacb3d51e365ac9004db401ebf479ea9f93 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 09:24:26 -0600 Subject: [PATCH 09/36] Remove print(roc) Don't need it now. --- healthcareai/common/model_eval.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/healthcareai/common/model_eval.py b/healthcareai/common/model_eval.py index 8e5e52d..8b12083 100644 --- a/healthcareai/common/model_eval.py +++ b/healthcareai/common/model_eval.py @@ -138,9 +138,6 @@ def calculate_binary_classification_metrics(trained_sklearn_estimator, x_test, y roc = compute_roc(y_test, probability_predictions) pr = compute_pr(y_test, probability_predictions) - # Shufang testing - print('roc from calculate_binary_classification_metric', roc) - # Unpack the roc and pr dictionaries so the metric lookup is easier for plot and ensemble methods return {'accuracy': accuracy, **roc, **pr} From c16d7b591c8eb1868476517e4dadea20bf159a27 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 10:21:59 -0600 Subject: [PATCH 10/36] Create an estimator for KerasClassifier --- healthcareai/common/randomized_search.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/healthcareai/common/randomized_search.py b/healthcareai/common/randomized_search.py index 05f919e..750faf0 100644 --- a/healthcareai/common/randomized_search.py +++ b/healthcareai/common/randomized_search.py @@ -46,8 +46,7 @@ def get_algorithm_neural_network(estimator, scoring_metric, hyperparameter_grid, randomized_search, - number_iteration_samples=10, - **non_randomized_estimator_kwargs): + number_iteration_samples=1): """Get an estimator for neural network""" if randomized_search: algorithm = RandomizedSearchCV(estimator=estimator, @@ -58,6 +57,6 @@ def get_algorithm_neural_network(estimator, n_jobs=1) else: - algorithm = estimator(**non_randomized_estimator_kwargs) + algorithm = estimator return algorithm From d6f477e3688eba2a23e7c7cd83b6c311efd5a773 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 10:27:04 -0600 Subject: [PATCH 11/36] Add feature scaling, adjusted _create_trained_supervised_model --- .../advanced_supvervised_model_trainer.py | 163 ++++++------------ 1 file changed, 54 insertions(+), 109 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index e9824ba..3ff6853 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -32,7 +32,7 @@ class AdvancedSupervisedModelTrainer(object): metrics. """ - def __init__(self, dataframe, model_type, predicted_column, grain_column=None, verbose=False): + def __init__(self, dataframe, model_type, predicted_column, grain_column=None, data_scaling=False, verbose=False): """ Creates an instance of AdvancedSupervisedModelTrainer. @@ -52,11 +52,13 @@ def __init__(self, dataframe, model_type, predicted_column, grain_column=None, v self.predicted_column = predicted_column self.grain_column = grain_column self.verbose = verbose + self.columns = None self.x_train = None self.X_test = None self.y_train = None self.y_test = None self.pipeline = None + self.data_scaling = data_scaling self._console_log( 'Shape and top 5 rows of original dataframe:\n{}\n{}'.format(self.dataframe.shape, self.dataframe.head())) @@ -118,9 +120,23 @@ def train_test_split(self, random_seed=None): y = np.squeeze(self.dataframe[[self.predicted_column]]) X = self.dataframe.drop([self.predicted_column], axis=1) + # Save off a copy of the column names before converting to a numpy array + self.columns = X.columns.values + self.x_train, self.X_test, self.y_train, self.y_test = sklearn.model_selection.train_test_split( X, y, test_size=.20, random_state=random_seed) + # Scale the x variables, turn this on when using neural network + if self.data_scaling: + names = list(self.columns) + is_numeric = np.vectorize(lambda x: np.issubdtype(x, np.number)) + numeric_col_bool = list(is_numeric(X.dtypes)) + numeric_col = [i for (i, v) in zip(names, numeric_col_bool) if v] + self.feature_scaling(numeric_col) + + self.x_train = np.array(self.x_train) + self.X_test = np.array(self.X_test) + self._console_log('\nShape of X_train: {}\ny_train: {}\nX_test: {}\ny_test: {}'.format( self.x_train.shape, self.y_train.shape, @@ -219,8 +235,7 @@ def metrics(self, trained_sklearn_estimator): elif self.model_type is 'regression': performance_metrics = hcai_model_evaluation.calculate_regression_metrics(trained_sklearn_estimator, self.X_test, self.y_test) - # Shufang testing: - print(performance_metrics) + return performance_metrics def logistic_regression(self, @@ -350,7 +365,7 @@ def random_forest_classifier(self, """ self.validate_classification('Random Forest Classifier') if hyperparameter_grid is None: - max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.X_test.columns), + max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.columns), self.model_type) hyperparameter_grid = {'n_estimators': [100, 200, 300], 'max_features': max_features} number_iteration_samples = 5 @@ -389,7 +404,7 @@ def random_forest_regressor(self, """ self.validate_regression('Random Forest Regressor') if hyperparameter_grid is None: - max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.X_test.columns), + max_features = hcai_helpers.calculate_random_forest_mtry_hyperparameter(len(self.columns), self.model_type) hyperparameter_grid = {'n_estimators': [10, 50, 200], 'max_features': max_features} number_iteration_samples = 5 @@ -405,21 +420,32 @@ def random_forest_regressor(self, return trained_supervised_model - def create_nn(self, activation='relu', neurons=22, optimizer='adam', scoring_metric='mae'): - algorithm = Sequential() - algorithm.add(Dense(neurons, input_dim=22, activation=activation)) - algorithm.add(Dense(neurons, activation=activation)) - algorithm.add(Dense(1, activation='sigmoid')) - algorithm.compile(loss='binary_crossentropy', + def create_nn(self, + neurons_num=None, + activation='relu', + optimizer='adam', + scoring_metric='accuracy'): + + # Calculate number of neurons + input_dim = self.x_train.shape[1] + if neurons_num is None: + neurons_num = (input_dim + 2) // 2 + + # Create a neural network architecture + neuralnet = Sequential() + neuralnet.add(Dense(input_dim, input_dim=input_dim, activation=activation)) + neuralnet.add(Dense(neurons_num, activation=activation)) + neuralnet.add(Dense(2, activation='softmax')) + neuralnet.compile(loss='sparse_categorical_crossentropy', # can also use one hot encoding with categorical_crossentropy # for binary: binary_crossentropy sigmoid # for multiclass: softmax sparse_categorical_crossentropy optimizer=optimizer, metrics=[scoring_metric]) - return algorithm + return neuralnet def neural_network_classifier(self, - scoring_metric='roc_auc', + scoring_metric='accuracy', hyperparameter_grid=None, randomized_search=True, number_iteration_samples=3): @@ -432,33 +458,28 @@ def neural_network_classifier(self, """ self.validate_classification('Neural Network Classifier') - # Create a neural network architecture - #TODO customize input/output dims - algorithm = KerasClassifier(build_fn=self.create_nn, verbose=0) + # Create a wrapper for sklearn + neuralnet = KerasClassifier(build_fn=self.create_nn, verbose=0) #TODO change hyperparameter grid if hyperparameter_grid is None: - # activation = ['relu'] - # # neurons = calculate_nn_number_of_neurons_hyperparameter( - # # X_train.shape[1], 'classification') - # neurons = [22] - # batch_size = [3] - # epochs = [100] - # optimizer = ['adam'] - - hyperparameter_grid = dict(activation=['relu'], - neurons=[10], - batch_size=[5], - epochs=[100], - optimizer=['adam']) - - algorithm = get_algorithm_neural_network(algorithm, + activation = ['relu'] + batch_size = [5] + epochs = [20] + optimizer = ['adam'] + + hyperparameter_grid = dict(activation=activation, + batch_size=batch_size, + epochs=epochs, + optimizer=optimizer) + + algorithm = get_algorithm_neural_network(neuralnet, scoring_metric, hyperparameter_grid, randomized_search, number_iteration_samples=1) - trained_supervised_model = self._create_trained_supervised_model_nn(algorithm) + trained_supervised_model = self._create_trained_supervised_model(algorithm) return trained_supervised_model @@ -501,83 +522,7 @@ def _create_trained_supervised_model(self, algorithm, include_factor_model=True) feature_model=factor_model, fit_pipeline=self.pipeline, model_type=self.model_type, - column_names=self.X_test.columns.values, - grain_column=self.grain_column, - prediction_column=self.predicted_column, - test_set_predictions=test_set_predictions, - test_set_class_labels=test_set_class_labels, - test_set_actual=self.y_test, - metric_by_name=self.metrics(algorithm), - training_time=time.time() - t0) - - return trained_supervised_model - - def _create_trained_supervised_model_nn(self, algorithm, include_factor_model=True): - """ - Trains an algorithm, prepares metrics, builds and returns a TrainedSupervisedModel - - Args: - algorithm (sklearn.base.BaseEstimator): The scikit learn algorithm, ready to fit. - include_factor_model (bool): Trains a model for top factors. Defaults to True - - Returns: - TrainedSupervisedModel: a TrainedSupervisedModel - """ - # Get time before model training - t0 = time.time() - - ## testing - ''' - from sklearn.preprocessing import Normalizer - scaler = Normalizer().fit(self.x_train) - self.x_train = scaler.transform(self.x_train) - self.X_test = scaler.transform(self.X_test) - ''' - column_names = self.X_test.columns.values - self.x_train = np.array(self.x_train) - self.X_test = np.array(self.X_test) - self.y_train = np.array(self.y_train) - self.y_test = np.array(self.y_test) - print(self.x_train[:10]) - - print('start training...') - result = algorithm.fit(self.x_train, self.y_train) - print('\nBest trained hyper-parameter set is:\n') - print(result.best_params_) - print('\nBest training accuracy is:\n') - print(result.best_score_) - print('\nHyper-parameter tuning has completed. \n') - - # Build prediction sets for ROC/PR curve generation. Note this does increase the size of the TSM because the - # test set is saved inside the object as well as the calculated thresholds. - # See https://github.com/HealthCatalyst/healthcareai-py/issues/264 for a discussion on pros/cons - # PEP 8 - test_set_predictions = None - test_set_class_labels = None - if self.is_classification: - # Save both the probabilities and labels - test_set_predictions = algorithm.predict_proba(self.X_test) - test_set_class_labels = algorithm.predict(self.X_test) - print('test_set_class_labels:', test_set_class_labels) - print('Classification report:') - print(classification_report(self.y_test, test_set_class_labels)) - print('Confusion matrix:') - print(confusion_matrix(self.y_test, test_set_class_labels)) - print('predict_proba ends.') - elif self.is_regression: - test_set_predictions = algorithm.predict(self.X_test) - - if include_factor_model: - factor_model = hcai_factors.prepare_fit_model_for_factors(self.model_type, self.x_train, self.y_train) - else: - factor_model = None - - trained_supervised_model = hcai_tsm.TrainedSupervisedModel( - model=algorithm, - feature_model=factor_model, - fit_pipeline=self.pipeline, - model_type=self.model_type, - column_names=column_names, + column_names=self.columns, grain_column=self.grain_column, prediction_column=self.predicted_column, test_set_predictions=test_set_predictions, From e90762347a16fc9e6cd2c17c815e261380ee52a6 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 10:27:22 -0600 Subject: [PATCH 12/36] Add TestNeuralNetworkClassificaton --- healthcareai/tests/test_advanced_trainer.py | 31 +++++++++++++++++++++ 1 file changed, 31 insertions(+) diff --git a/healthcareai/tests/test_advanced_trainer.py b/healthcareai/tests/test_advanced_trainer.py index 6b636b2..12120fb 100644 --- a/healthcareai/tests/test_advanced_trainer.py +++ b/healthcareai/tests/test_advanced_trainer.py @@ -78,6 +78,37 @@ def test_regression_trainer_knn_raises_error(self): def test_classification_trainer_linear_regression_raises_error(self): self.assertRaises(HealthcareAIError, self.classification_trainer.linear_regression) +class TestNeuralNetworkClassificaton(unittest.TestCase): + def setUp(self): + df = hcai_datasets.load_diabetes() + + # Drop uninformative columns + df.drop(['PatientID'], axis=1, inplace=True) + + np.random.seed(42) + clean_df = pipelines.full_pipeline( + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN, + GRAIN_COLUMN_NAME, + impute=True).fit_transform(df) + + self.classification_trainer = AdvancedSupervisedModelTrainer( + clean_df, + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN, + data_scaling=True) + + self.classification_trainer.train_test_split(random_seed=0) + + def test_neural_network_tuning(self): + nn = self.classification_trainer.neural_network_classifier(randomized_search=True) + self.assertIsInstance(nn, TrainedSupervisedModel) + test_helpers.assertBetween(self, 0.5, 0.8, nn.metrics['roc_auc']) + + def test_neural_network_no_tuning(self): + nn = self.classification_trainer.neural_network_classifier(randomized_search=False) + self.assertIsInstance(nn, TrainedSupervisedModel) + test_helpers.assertBetween(self, 0.5, 0.8, nn.metrics['roc_auc']) class TestRandomForestClassification(unittest.TestCase): def setUp(self): From d18dd465f18320bcb5a35e569a827f31ec59ab24 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 10:28:16 -0600 Subject: [PATCH 13/36] Neural network example using ctg data --- example_test_neuralnet_ctg.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/example_test_neuralnet_ctg.py b/example_test_neuralnet_ctg.py index e2db57a..63afabb 100644 --- a/example_test_neuralnet_ctg.py +++ b/example_test_neuralnet_ctg.py @@ -23,15 +23,22 @@ model_type='classification', predicted_column='NSP', grain_column='id', + data_scaling=True, verbose=False) # Split the data into training and testing sets classification_trainer.train_test_split() # Train the neural network classifier with randomized search - trained_nn = classification_trainer.neural_network_classifier() + trained_nn = classification_trainer.neural_network_classifier(randomized_search=True) # Create ROC/PR curve trained_nn.roc_plot() trained_nn.pr_plot() + # Train the neural network classifier without randomized search + trained_nn = classification_trainer.neural_network_classifier(randomized_search=False) + + # Create ROC/PR curve + trained_nn.roc_plot() + trained_nn.pr_plot() From f055c6ac9bef84d951bfa93ad7c96d3fe7f292bc Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Wed, 19 Jul 2017 10:28:36 -0600 Subject: [PATCH 14/36] Neural network example using diabetes data --- example_test_neuralnet_diabetes.py | 52 ++++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 example_test_neuralnet_diabetes.py diff --git a/example_test_neuralnet_diabetes.py b/example_test_neuralnet_diabetes.py new file mode 100644 index 0000000..87455b8 --- /dev/null +++ b/example_test_neuralnet_diabetes.py @@ -0,0 +1,52 @@ +import pandas as pd +from sklearn.pipeline import Pipeline + +from healthcareai import AdvancedSupervisedModelTrainer +import healthcareai.common.filters as hcai_filters +import healthcareai.common.transformers as hcai_transformers +import healthcareai.datasets as hcai_datasets +import healthcareai.trained_models.trained_supervised_model as hcai_tsm +import healthcareai.pipelines.data_preparation as hcai_pipelines + + +if __name__ == "__main__": + # Load the diabetes sample data + dataframe = hcai_datasets.load_diabetes() + + # Drop columns that won't help machine learning + dataframe.drop(['PatientID'], axis=1, inplace=True) + + # Step 1: Prepare the data using optional imputation. There are two options for this: + + # ## Option 1: Use built in data prep pipeline that does enocding, imputation, null filtering, dummification + clean_training_dataframe = hcai_pipelines.full_pipeline( + 'classification', + 'ThirtyDayReadmitFLG', + 'PatientEncounterID', + impute=True).fit_transform(dataframe) + + # Step 2: Instantiate an Advanced Trainer class with your clean and prepared training data + classification_trainer = AdvancedSupervisedModelTrainer( + dataframe=clean_training_dataframe, + model_type='classification', + predicted_column='ThirtyDayReadmitFLG', + grain_column='PatientEncounterID', + data_scaling=True, + verbose=False) + + # Step 3: split the data into train and test + classification_trainer.train_test_split() + + # Train the neural network classifier with randomized search + trained_nn = classification_trainer.neural_network_classifier(randomized_search=True) + + # Create ROC/PR curve + trained_nn.roc_plot() + trained_nn.pr_plot() + + # Train the neural network classifier without randomized search + trained_nn = classification_trainer.neural_network_classifier(randomized_search=False) + + # Create ROC/PR curve + trained_nn.roc_plot() + trained_nn.pr_plot() \ No newline at end of file From 16011f54b63b10ed030dbcde8a4c74fb24944dcc Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Thu, 20 Jul 2017 17:59:05 -0600 Subject: [PATCH 15/36] Add `compute_confusion_matrix()`, add metrics choices for multiclass --- healthcareai/common/model_eval.py | 40 ++++++++++++++++++++++++------- 1 file changed, 31 insertions(+), 9 deletions(-) diff --git a/healthcareai/common/model_eval.py b/healthcareai/common/model_eval.py index 8b12083..1a3d986 100644 --- a/healthcareai/common/model_eval.py +++ b/healthcareai/common/model_eval.py @@ -7,6 +7,7 @@ import sklearn.metrics as skmetrics from matplotlib import pyplot as plt +from sklearn.metrics import confusion_matrix from healthcareai.common.healthcareai_error import HealthcareAIError @@ -14,6 +15,23 @@ DIAGONAL_LINE_STYLE = 'dotted' +def compute_confusion_matrix(y_test, class_predictions): + """ + Compute the confusion matrix for classifiers. + + Args: + + """ + _validate_predictions_and_labels_are_equal_length(class_predictions, y_test) + + # Compute confusion matrix + cmatrix = confusion_matrix(y_test, class_predictions) + + # Get a list of classes in the test dataset + class_names = list(set(y_test)) + + return cmatrix, class_names + def compute_roc(y_test, probability_predictions): """ Compute TPRs, FPRs, best cutoff, ROC auc, and raw thresholds @@ -112,7 +130,7 @@ def calculate_regression_metrics(trained_sklearn_estimator, x_test, y_test): return result -def calculate_binary_classification_metrics(trained_sklearn_estimator, x_test, y_test): +def calculate_classification_metrics(trained_sklearn_estimator, x_test, y_test, binary=True): """ Given a trained estimator, calculate metrics @@ -130,17 +148,21 @@ def calculate_binary_classification_metrics(trained_sklearn_estimator, x_test, y _validate_predictions_and_labels_are_equal_length(x_test, y_test) # Get binary and probability classification predictions - binary_predictions = np.squeeze(trained_sklearn_estimator.predict(x_test)) + class_predictions = np.squeeze(trained_sklearn_estimator.predict(x_test)) probability_predictions = np.squeeze(trained_sklearn_estimator.predict_proba(x_test)[:, 1]) # Calculate accuracy - accuracy = skmetrics.accuracy_score(y_test, binary_predictions) - roc = compute_roc(y_test, probability_predictions) - pr = compute_pr(y_test, probability_predictions) - - # Unpack the roc and pr dictionaries so the metric lookup is easier for plot and ensemble methods - return {'accuracy': accuracy, **roc, **pr} - + accuracy = skmetrics.accuracy_score(y_test, class_predictions) + + # Select appropriate matrics for binary/multiclass classifications + cmatrix, _ = compute_confusion_matrix(y_test, class_predictions) + if binary: + roc = compute_roc(y_test, probability_predictions) + pr = compute_pr(y_test, probability_predictions) + # Unpack the roc and pr dictionaries so the metric lookup is easier for plot and ensemble methods + return {'accuracy': accuracy, 'cmatrix': cmatrix, **roc, **pr} + else: + return {'accuracy': accuracy, 'cmatrix': cmatrix} def roc_plot_from_thresholds(roc_thresholds_by_model, save=False, debug=False): """ From e2cb790b512f3cc76a655859825fdc6b2704bd44 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Thu, 20 Jul 2017 18:01:16 -0600 Subject: [PATCH 16/36] Add print/plot confusionMat; check if is binary classification --- .../trained_supervised_model.py | 73 ++++++++++++++++++- 1 file changed, 70 insertions(+), 3 deletions(-) diff --git a/healthcareai/trained_models/trained_supervised_model.py b/healthcareai/trained_models/trained_supervised_model.py index 7df1faa..9c46633 100644 --- a/healthcareai/trained_models/trained_supervised_model.py +++ b/healthcareai/trained_models/trained_supervised_model.py @@ -1,8 +1,10 @@ import time +import os from datetime import datetime import numpy as np import pandas as pd +from sklearn.metrics import confusion_matrix import healthcareai.common.database_writers import healthcareai.common.file_io_utilities as hcai_io @@ -12,6 +14,7 @@ import healthcareai.common.database_connections as hcai_db import healthcareai.common.database_validators as hcai_dbval from healthcareai.common.healthcareai_error import HealthcareAIError +from matplotlib import pyplot as plt class TrainedSupervisedModel(object): @@ -390,10 +393,59 @@ def predict_to_sqlite(self, engine = hcai_db.build_sqlite_engine(database) healthcareai.common.database_writers.write_to_db_agnostic(engine, table, sam_df) + def print_confusion_matrix(self, cmatrix=None, class_names=None): + + # calculate confusion matrix and the class names if they are not given + if cmatrix is None or class_names is None: + cmatrix, class_names = hcai_model_evaluation.compute_confusion_matrix(self.test_set_actual, self.test_set_class_labels) + + col_width = max([len(str(x)) for x in class_names]+[5]) + + # Print header + print(" ", end='') + for class_name in class_names: + print("%{0}s".format(col_width) % class_name, end='') + print('\n') + + # Print rows + for i, label in enumerate(class_names): + print("%{0}s".format(col_width) % label, end='') + for j in range(len(class_names)): + print("%{0}s".format(col_width) % cmatrix[i, j], end='') + print('\n') + + def confusion_matrix_plot(self, cmatrix=None, class_names=None, save=True): + + # calculate confusion matrix and the class names if they are not given + if cmatrix is None or class_names is None: + cmatrix, class_names = hcai_model_evaluation.compute_confusion_matrix(self.test_set_actual, self.test_set_class_labels) + + plt.figure() + plt.imshow(cmatrix, interpolation='nearest', cmap=plt.get_cmap('YlOrRd')) + for i, arr in enumerate(cmatrix): + for j, val in enumerate(arr): + plt.text(j - 0.1, i + 0.1, val, fontsize=12) + plt.title('Confusion Matrix') + plt.colorbar() + tick_marks = np.arange(len(class_names)) + plt.xticks(tick_marks, class_names, rotation=45) + plt.yticks(tick_marks, class_names) + plt.ylabel('True classes') + plt.xlabel('Predicted classes') + + if save: + plt.savefig('ConfusionMatrix.png') + source_path = os.path.dirname(os.path.abspath(__file__)) + print('\nConfusion matrix plot saved in: {}'.format(source_path)) + + def roc_plot(self): """ Returns a plot of the ROC curve of the holdout set from model training. """ self.validate_classification() - tsm_classification_comparison_plots(trained_supervised_models=self, plot_type='ROC') + if self.is_binary_classification(): + tsm_classification_comparison_plots(trained_supervised_models=self, plot_type='ROC') + else: + raise HealthcareAIError('Error. For multiclass classification, use confusion matrix instead.') def roc(self, print_output=True): """ @@ -449,7 +501,10 @@ def roc(self, print_output=True): def pr_plot(self): """ Returns a plot of the PR curve of the holdout set from model training. """ self.validate_classification() - tsm_classification_comparison_plots(trained_supervised_models=self, plot_type='PR') + if self.is_binary_classification(): + tsm_classification_comparison_plots(trained_supervised_models=self, plot_type='PR') + else: + raise HealthcareAIError('Error. For multiclass classification, use confusion matrix instead.') def pr(self, print_output=True): """ @@ -507,7 +562,19 @@ def validate_classification(self): """ # TODO add binary check and rename to validate_binary_classification if self.model_type != 'classification': - raise HealthcareAIError('This function only runs on a binary classification model.') + #raise HealthcareAIError('This function only runs on a binary classification model.') + raise HealthcareAIError('This function only runs on a classification model.') + + def is_binary_classification(self): + """ + Check if a classification is binary. + """ + self.validate_classification() + num_classes = len(list(set(self.test_set_actual))) + if num_classes == 2: + return True + else: + return False def print_training_results(self): """ From 7e8356e7a424d6dbb514ccf9d7cf91140b21c1b2 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Thu, 20 Jul 2017 18:07:20 -0600 Subject: [PATCH 17/36] Calculate number of output neurons in neural network --- healthcareai/advanced_supvervised_model_trainer.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index 4db8f99..c716989 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -425,8 +425,14 @@ def create_nn(self, optimizer='adam', scoring_metric='accuracy'): - # Calculate number of neurons + # Calculate input dimension input_dim = self.x_train.shape[1] + + # Calculate output dimension + out = list(set(self.y_train)) + out_dim = max(out) + 1 + + # Calculate number of neurons if neurons_num is None: neurons_num = (input_dim + 2) // 2 From adb398cca4681cd27b69518e55b8892bdb13b220 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Thu, 20 Jul 2017 19:29:43 -0600 Subject: [PATCH 18/36] Add calculated output dimension to neural network --- healthcareai/advanced_supvervised_model_trainer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index c716989..20bfb68 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -440,7 +440,7 @@ def create_nn(self, neuralnet = Sequential() neuralnet.add(Dense(input_dim, input_dim=input_dim, activation=activation)) neuralnet.add(Dense(neurons_num, activation=activation)) - neuralnet.add(Dense(2, activation='softmax')) + neuralnet.add(Dense(out_dim, activation='softmax')) neuralnet.compile(loss='sparse_categorical_crossentropy', # can also use one hot encoding with categorical_crossentropy # for binary: binary_crossentropy sigmoid From 86af2ddcdc6542310a262f52e01c7937fd24389f Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 09:51:37 -0600 Subject: [PATCH 19/36] Add confusion matrix tests --- healthcareai/tests/test_advanced_trainer.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/healthcareai/tests/test_advanced_trainer.py b/healthcareai/tests/test_advanced_trainer.py index 12120fb..1fcbfa6 100644 --- a/healthcareai/tests/test_advanced_trainer.py +++ b/healthcareai/tests/test_advanced_trainer.py @@ -104,11 +104,13 @@ def test_neural_network_tuning(self): nn = self.classification_trainer.neural_network_classifier(randomized_search=True) self.assertIsInstance(nn, TrainedSupervisedModel) test_helpers.assertBetween(self, 0.5, 0.8, nn.metrics['roc_auc']) + test_helpers.assertBetween(self, 160, 180, nn.metrics['cmatrix'][0][0]) def test_neural_network_no_tuning(self): nn = self.classification_trainer.neural_network_classifier(randomized_search=False) self.assertIsInstance(nn, TrainedSupervisedModel) test_helpers.assertBetween(self, 0.5, 0.8, nn.metrics['roc_auc']) + test_helpers.assertBetween(self, 160, 180, nn.metrics['cmatrix'][0][0]) class TestRandomForestClassification(unittest.TestCase): def setUp(self): @@ -126,11 +128,13 @@ def test_random_forest_no_tuning(self): rf = self.trainer.random_forest_classifier(trees=200, randomized_search=False) self.assertIsInstance(rf, TrainedSupervisedModel) test_helpers.assertBetween(self, 0.8, 0.97, rf.metrics['roc_auc']) + test_helpers.assertBetween(self, 160, 180, rf.metrics['cmatrix'][0][0]) def test_random_forest_tuning(self): rf = self.trainer.random_forest_classifier(randomized_search=True) self.assertIsInstance(rf, TrainedSupervisedModel) test_helpers.assertBetween(self, 0.7, 0.97, rf.metrics['roc_auc']) + test_helpers.assertBetween(self, 160, 180, rf.metrics['cmatrix'][0][0]) def test_random_foarest_tuning_2_column_raises_error(self): df_raw = hcai_datasets.load_diabetes() @@ -175,6 +179,7 @@ def setUp(self): def test_logistic_regression_no_tuning(self): self.assertIsInstance(self.lr, TrainedSupervisedModel) test_helpers.assertBetween(self, 0.5, 0.8, self.lr.metrics['roc_auc']) + test_helpers.assertBetween(self, 160, 180, self.lr.metrics['cmatrix'][0][0]) class TestMetricValidation(unittest.TestCase): From bdb4368596309c9be7d10f06370f980f4512ae2a Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:34:53 -0600 Subject: [PATCH 20/36] Add annotations for confusion matrix --- healthcareai/common/model_eval.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/healthcareai/common/model_eval.py b/healthcareai/common/model_eval.py index 1a3d986..e773b91 100644 --- a/healthcareai/common/model_eval.py +++ b/healthcareai/common/model_eval.py @@ -20,7 +20,12 @@ def compute_confusion_matrix(y_test, class_predictions): Compute the confusion matrix for classifiers. Args: + y_test (list) : true label values corresponding to the predictions. Also length n. + class_predictions (list) : predicted classes coming from an ML algorithm of length n. + Returns: + cmatrix: a confusion matrix + class_names: names of the classes from the true label """ _validate_predictions_and_labels_are_equal_length(class_predictions, y_test) @@ -138,6 +143,7 @@ def calculate_classification_metrics(trained_sklearn_estimator, x_test, y_test, trained_sklearn_estimator (sklearn.base.BaseEstimator): a scikit-learn estimator that has been `.fit()` x_test (numpy.ndarray): A 2d numpy array of the x_test set (features) y_test (numpy.ndarray): A 1d numpy array of the y_test set (predictions) + binary (bool): specify if the classification is binary (True) or multiclass (False) Returns: dict: A dictionary of metrics objects From 181644f2c8c5a0123ef7de1901a22d26f5442941 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:35:36 -0600 Subject: [PATCH 21/36] Add annotations for `get_algorithm_neural_network()` --- healthcareai/common/randomized_search.py | 21 +++++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/healthcareai/common/randomized_search.py b/healthcareai/common/randomized_search.py index 750faf0..0127fc7 100644 --- a/healthcareai/common/randomized_search.py +++ b/healthcareai/common/randomized_search.py @@ -41,13 +41,30 @@ def get_algorithm(estimator, return algorithm -# Added for neural network + def get_algorithm_neural_network(estimator, scoring_metric, hyperparameter_grid, randomized_search, number_iteration_samples=1): - """Get an estimator for neural network""" + """ + Get an estimator for neural network. Basically the same with get_algorithm(). + Slightly adjusted for KerasClassifier. + + Args: + estimator: a KerasClassifier + scoring_metric (str): a model evaluation metric from Keras. + hyperparameter_grid (dict): An object containing key value pairs of the specific hyperparameter space to search + through. + randomized_search (bool): Whether the method should return a randomized search estimator (as opposed to a + simple algorithm). + number_iteration_samples (int): If performing randomized search, this is the number of samples that are run in + the hyperparameter space. Higher numbers will be slower, but end up with better results, since it is more + likely that the true optimal hyperparameter is found. + + Returns: + algorithm: a scikit learn algorithm ready to `.fit()` + """ if randomized_search: algorithm = RandomizedSearchCV(estimator=estimator, scoring=scoring_metric, From ba7c39d17c41c857a44b595c9cf319a19e384cc4 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:37:32 -0600 Subject: [PATCH 22/36] Adjusted transformations for target variable --- healthcareai/common/transformers.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/healthcareai/common/transformers.py b/healthcareai/common/transformers.py index 6704c26..6f6b022 100644 --- a/healthcareai/common/transformers.py +++ b/healthcareai/common/transformers.py @@ -72,7 +72,11 @@ def transform(self, X, y=None): # Turn off warning around replace pd.options.mode.chained_assignment = None # default='warn' # Replace 'Y'/'N' with 1/0 - X[self.target_column].replace(['Y', 'N'], [1, 0], inplace=True) + # The target variable can either be coded with 'Y/N' or numbers 0, 1, 2, 3, ... + if X[self.target_column].dtype == np.int64: # Added for number labeled target variable. + return X + else: + X[self.target_column].replace(['Y', 'N'], [1, 0], inplace=True) return X From de785885c1365323211a2a03331bef54210c7200 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:39:18 -0600 Subject: [PATCH 23/36] Add a function to load the dermatology dataset This dataset is used for multi class classification --- healthcareai/datasets/base.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/healthcareai/datasets/base.py b/healthcareai/datasets/base.py index b113996..e63dddd 100644 --- a/healthcareai/datasets/base.py +++ b/healthcareai/datasets/base.py @@ -28,4 +28,15 @@ def load_diabetes(): def load_ctg(): """Load ctg dataset for neural network testing""" - return load_data('ctg.csv') \ No newline at end of file + return load_data('ctg.csv') + +def load_multiclass(): + """ + Load a dataset for multi class classification + + Note: the dataset contains two columns named `target_str` and `target_num`. + `target_str` contains strings, e.g. 'one', 'two', 'three', ... + `target_num` contains numbers, e.g. 1, 2, 3, ... + Choose one variable as a classification outcome and drop the other one. + """ + return load_data('dermatology_multiclass_data.csv') \ No newline at end of file From 9b1fdcf8400f177e3959c93c4b62ef142a94fdf3 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:39:59 -0600 Subject: [PATCH 24/36] Add dermatology data for multi class classification --- .../data/dermatology_multiclass_data.csv | 367 ++++++++++++++++++ 1 file changed, 367 insertions(+) create mode 100644 healthcareai/datasets/data/dermatology_multiclass_data.csv diff --git a/healthcareai/datasets/data/dermatology_multiclass_data.csv b/healthcareai/datasets/data/dermatology_multiclass_data.csv new file mode 100644 index 0000000..336381a --- /dev/null +++ b/healthcareai/datasets/data/dermatology_multiclass_data.csv @@ -0,0 +1,367 @@ +PatientID,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19,x20,x21,x22,x23,x24,x25,x26,x27,x28,x29,x30,x31,x32,x33,x34,target_str,target_num +1,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,55,two,2 +2,Class3,Class3,Class3,Class2,Class1,Class0,Class0,Class0,Class1,Class1,Class1,Class0,Class0,Class1,Class0,Class1,Class2,Class0,Class2,Class2,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,8,one,1 +3,Class2,Class1,Class2,Class3,Class1,Class3,Class0,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class0,Class0,Class2,Class3,26,three,3 +4,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class2,Class0,Class3,Class2,Class2,Class2,Class2,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,40,one,1 +5,Class2,Class3,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class3,Class2,Class3,Class0,Class0,Class2,Class3,45,three,3 +6,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,41,two,2 +7,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,18,five,5 +8,Class2,Class2,Class3,Class3,Class3,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class3,Class2,Class0,Class0,Class3,Class3,57,three,3 +9,Class2,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,22,four,4 +10,Class2,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,30,four,4 +11,Class3,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class3,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,20,one,1 +12,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,21,two,2 +13,Class3,Class3,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class3,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,22,two,2 +14,Class2,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class1,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,10,one,1 +15,Class2,Class2,Class3,Class3,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class3,Class0,Class0,Class1,Class3,65,three,3 +16,Class1,Class1,Class0,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,40,four,4 +17,Class2,Class2,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,30,two,2 +18,Class3,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class3,Class1,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class3,Class3,Class3,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,38,one,1 +19,Class2,Class1,Class3,Class3,Class3,Class3,Class0,Class0,Class2,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class3,Class0,Class0,Class2,Class3,23,three,3 +20,Class1,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,17,five,5 +21,Class2,Class1,Class1,Class2,Class0,Class0,Class3,Class0,Class1,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class1,Class2,Class2,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class1,Class0,8,six,6 +22,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class1,Class2,Class0,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,51,two,2 +23,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class3,Class1,Class2,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class2,Class0,42,five,5 +24,Class2,Class2,Class2,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class2,Class0,Class0,Class2,Class3,44,three,3 +25,Class2,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,22,five,5 +26,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,33,one,1 +27,Class1,Class1,Class0,Class1,Class0,Class0,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class1,Class0,Class2,Class2,Class1,Class0,10,six,6 +28,Class1,Class2,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class2,Class1,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class3,Class0,17,five,5 +29,Class3,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class1,Class2,Class0,43,two,2 +30,Class1,Class1,Class2,Class3,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class3,Class1,Class0,Class2,Class3,50,three,3 +31,Class3,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class3,Class2,Class2,Class2,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,50,one,1 +32,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,10,two,2 +33,Class2,Class3,Class3,Class3,Class3,Class0,Class0,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class3,Class3,Class3,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,34,one,1 +34,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class0,Class2,Class0,Class0,Class2,Class1,Class2,Class2,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,,one,1 +35,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,,four,4 +36,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,,two,2 +37,Class2,Class1,Class2,Class3,Class2,Class3,Class0,Class2,Class0,Class0,Class1,Class1,Class0,Class0,Class0,Class2,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class3,,three,3 +38,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,15,two,2 +39,Class2,Class1,Class2,Class3,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class0,Class3,Class0,Class0,Class2,Class3,26,three,3 +40,Class3,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class3,Class2,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,46,one,1 +41,Class1,Class1,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,51,two,2 +42,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,62,four,4 +43,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class1,Class1,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,15,one,1 +44,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,35,two,2 +45,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,30,five,5 +46,Class2,Class1,Class1,Class1,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class3,Class3,48,three,3 +47,Class2,Class1,Class1,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,46,four,4 +48,Class2,Class1,Class1,Class1,Class0,Class0,Class2,Class0,Class3,Class2,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class1,12,six,6 +49,Class1,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class2,52,two,2 +50,Class2,Class0,Class1,Class0,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class2,Class0,Class0,Class2,Class2,60,three,3 +51,Class3,Class1,Class1,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class3,Class0,Class0,Class2,Class3,32,three,3 +52,Class1,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class1,Class0,35,four,4 +53,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class1,Class1,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,41,one,1 +54,Class3,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,48,one,1 +55,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,51,five,5 +56,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class2,Class1,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,19,one,1 +57,Class1,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,22,two,2 +58,Class2,Class1,Class1,Class3,Class0,Class3,Class0,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class1,Class0,Class0,Class2,Class2,29,three,3 +59,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class1,Class0,25,four,4 +60,Class3,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,33,two,2 +61,Class2,Class2,Class1,Class1,Class0,Class0,Class1,Class0,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class1,Class2,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class1,Class0,8,six,6 +62,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,40,one,1 +63,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,33,five,5 +64,Class3,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class3,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,42,one,1 +65,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,36,two,2 +66,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class1,Class3,60,three,3 +67,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class3,Class3,Class3,Class1,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,36,one,1 +68,Class1,Class1,Class0,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,21,four,4 +69,Class3,Class3,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,40,five,5 +70,Class3,Class3,Class3,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,21,one,1 +71,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,34,two,2 +72,Class2,Class1,Class2,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class3,Class0,Class0,13,six,6 +73,Class1,Class1,Class1,Class1,Class1,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class2,Class3,52,three,3 +74,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,48,five,5 +75,Class2,Class1,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,17,four,4 +76,Class3,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,25,two,2 +77,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,33,two,2 +78,Class2,Class1,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,62,one,1 +79,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class3,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class3,Class0,Class0,Class3,Class3,52,three,3 +80,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,27,five,5 +81,Class3,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class1,Class1,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,40,one,1 +82,Class3,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,31,two,2 +83,Class2,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class0,27,two,2 +84,Class3,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,10,two,2 +85,Class1,Class1,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,55,five,5 +86,Class2,Class2,Class2,Class3,Class3,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class1,Class2,Class0,Class1,Class1,Class1,Class1,Class1,Class1,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,30,one,1 +87,Class3,Class3,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class0,Class1,Class2,Class1,Class1,Class1,Class2,Class1,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,42,one,1 +88,Class2,Class1,Class2,Class1,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class3,Class0,Class0,Class3,Class3,48,three,3 +89,Class0,Class1,Class2,Class1,Class1,Class0,Class1,Class0,Class2,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class1,Class2,Class3,Class3,Class3,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,22,one,1 +90,Class1,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,31,four,4 +91,Class3,Class2,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class2,Class0,Class3,Class2,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,50,two,2 +92,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,43,two,2 +93,Class1,Class1,Class1,Class3,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,30,five,5 +94,Class3,Class3,Class3,Class3,Class3,Class0,Class0,Class0,Class3,Class3,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class2,Class2,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,42,one,1 +95,Class2,Class1,Class1,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class3,Class3,22,three,3 +96,Class2,Class1,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,18,four,4 +97,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,35,two,2 +98,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,60,five,5 +99,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,28,one,1 +100,Class2,Class2,Class1,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class0,13,six,6 +101,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class2,Class1,Class1,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,20,two,2 +102,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,64,five,5 +103,Class3,Class3,Class3,Class2,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class1,Class0,Class1,Class1,Class1,Class1,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,43,one,1 +104,Class2,Class3,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,20,two,2 +105,Class1,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class3,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,34,two,2 +106,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class2,Class2,Class1,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class0,39,one,1 +107,Class1,Class1,Class0,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,60,four,4 +108,Class1,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class1,Class2,Class1,Class1,Class1,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,38,one,1 +109,Class2,Class2,Class3,Class2,Class1,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class2,Class3,44,three,3 +110,Class3,Class2,Class1,Class2,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class3,Class2,Class2,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,36,one,1 +111,Class2,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class3,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,41,one,1 +112,Class2,Class2,Class2,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class2,Class3,Class0,Class0,Class3,Class3,18,three,3 +113,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,39,five,5 +114,Class2,Class2,Class3,Class2,Class3,Class3,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class0,Class0,Class2,Class2,40,three,3 +115,Class1,Class1,Class1,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class3,Class3,47,three,3 +116,Class2,Class2,Class2,Class3,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,16,five,5 +117,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,27,two,2 +118,Class2,Class2,Class3,Class2,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class2,Class0,Class0,Class2,Class2,52,three,3 +119,Class2,Class2,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,25,four,4 +120,Class1,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class1,Class1,Class2,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,0,one,1 +121,Class3,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,33,two,2 +122,Class2,Class2,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,46,five,5 +123,Class1,Class1,Class2,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class0,7,six,6 +124,Class2,Class3,Class3,Class3,Class3,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class3,Class3,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,30,one,1 +125,Class3,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class3,Class1,Class3,Class3,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,29,one,1 +126,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,23,two,2 +127,Class2,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class0,8,six,6 +128,Class2,Class2,Class2,Class2,Class3,Class2,Class0,Class3,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class3,Class0,Class0,Class3,Class3,44,three,3 +129,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,17,five,5 +130,Class2,Class1,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,16,four,4 +131,Class1,Class1,Class2,Class2,Class2,Class0,Class2,Class0,Class1,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class3,Class3,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,55,one,1 +132,Class2,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class1,Class1,Class1,Class1,Class1,Class1,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,40,one,1 +133,Class3,Class2,Class2,Class1,Class3,Class3,Class0,Class3,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class3,Class0,Class0,Class2,Class2,34,three,3 +134,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,29,five,5 +135,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,34,five,5 +136,Class1,Class1,Class1,Class1,Class1,Class0,Class1,Class0,Class2,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class1,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,25,one,1 +137,Class2,Class2,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class0,70,four,4 +138,Class3,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,37,two,2 +139,Class2,Class3,Class2,Class3,Class3,Class3,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class0,Class0,Class2,Class2,41,three,3 +140,Class3,Class3,Class3,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class1,Class1,Class2,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,32,one,1 +141,Class2,Class2,Class1,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,20,two,2 +142,Class2,Class3,Class1,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,19,one,1 +143,Class3,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class1,Class2,Class3,Class3,Class3,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,61,one,1 +144,Class2,Class1,Class1,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class2,Class2,Class0,Class0,Class3,Class2,27,three,3 +145,Class1,Class1,Class2,Class3,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class2,Class3,Class0,Class0,Class2,Class3,36,three,3 +146,Class2,Class2,Class3,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class3,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class1,Class2,Class0,Class0,Class2,Class3,40,three,3 +147,Class3,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,52,two,2 +148,Class1,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class3,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,27,five,5 +149,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,30,four,4 +150,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,45,two,2 +151,Class1,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,34,two,2 +152,Class2,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class1,Class2,Class1,Class0,Class0,Class1,Class0,Class2,Class1,Class0,Class1,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,27,one,1 +153,Class3,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class1,Class0,Class2,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,46,one,1 +154,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class3,Class0,Class1,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,52,one,1 +155,Class1,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,28,five,5 +156,Class2,Class1,Class1,Class1,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class2,Class0,Class0,Class3,Class3,40,three,3 +157,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,55,two,2 +158,Class3,Class3,Class2,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class3,Class0,Class0,Class2,Class3,32,three,3 +159,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,33,two,2 +160,Class3,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,47,two,2 +161,Class2,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,35,four,4 +162,Class2,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,61,two,2 +163,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class1,Class1,Class0,Class0,Class2,Class2,22,three,3 +164,Class2,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class2,Class1,Class0,10,six,6 +165,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,20,two,2 +166,Class3,Class2,Class2,Class3,Class1,Class0,Class0,Class0,Class1,Class1,Class1,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,55,one,1 +167,Class2,Class3,Class2,Class2,Class1,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class3,Class3,Class3,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,67,one,1 +168,Class2,Class2,Class3,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class2,Class3,51,three,3 +169,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,20,four,4 +170,Class2,Class2,Class3,Class3,Class1,Class3,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class2,Class2,Class0,Class0,Class3,Class3,22,three,3 +171,Class1,Class1,Class2,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class3,Class0,Class0,Class2,Class3,45,three,3 +172,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class1,Class3,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,55,one,1 +173,Class3,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class1,Class0,Class1,Class2,Class2,Class0,Class2,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class1,Class0,56,one,1 +174,Class3,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class0,Class3,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,18,one,1 +175,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class0,Class0,Class2,Class3,40,three,3 +176,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class2,Class3,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,30,one,1 +177,Class3,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class3,Class3,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,33,one,1 +178,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,40,two,2 +179,Class1,Class2,Class2,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class0,Class0,Class2,Class2,42,three,3 +180,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class3,Class3,Class0,Class0,Class2,Class2,36,three,3 +181,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,27,one,1 +182,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class1,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,56,one,1 +183,Class1,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,60,one,1 +184,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class3,Class0,Class3,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,20,one,1 +185,Class2,Class2,Class1,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class2,Class0,7,six,6 +186,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,30,two,2 +187,Class3,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,19,two,2 +188,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,52,two,2 +189,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class0,55,two,2 +190,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,23,one,1 +191,Class2,Class1,Class2,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class3,Class0,Class0,Class3,Class2,50,three,3 +192,Class2,Class3,Class3,Class3,Class0,Class3,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class3,Class0,Class0,Class2,Class2,38,three,3 +193,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class3,Class3,25,three,3 +194,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class3,Class3,Class2,Class2,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,18,one,1 +195,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class3,Class1,Class0,Class0,Class3,Class0,Class0,Class3,Class0,Class2,Class3,Class2,Class3,Class2,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,35,one,1 +196,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,22,two,2 +197,Class3,Class2,Class3,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class2,Class0,Class0,Class2,Class3,52,three,3 +198,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,50,two,2 +199,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,33,two,2 +200,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,44,two,2 +201,Class1,Class1,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,18,five,5 +202,Class1,Class1,Class0,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class1,Class2,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,25,five,5 +203,Class2,Class2,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,52,five,5 +204,Class1,Class1,Class0,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,35,five,5 +205,Class2,Class2,Class0,Class2,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,40,five,5 +206,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class3,Class2,Class1,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,55,one,1 +207,Class2,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class3,Class1,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,20,one,1 +208,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class3,Class2,Class2,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,60,one,1 +209,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,33,one,1 +210,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class3,Class2,Class3,Class2,Class2,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,27,one,1 +211,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class3,Class1,Class2,Class3,Class3,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,50,one,1 +212,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class1,Class2,Class3,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,70,one,1 +213,Class2,Class2,Class2,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class1,Class3,Class0,Class0,Class2,Class3,28,three,3 +214,Class2,Class2,Class2,Class2,Class1,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class2,Class2,Class0,Class0,Class3,Class3,30,three,3 +215,Class3,Class2,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class2,Class2,Class1,Class0,Class0,Class2,Class3,53,three,3 +216,Class2,Class3,Class2,Class3,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class1,Class2,Class0,Class0,Class2,Class2,27,three,3 +217,Class2,Class2,Class3,Class2,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class3,Class2,Class2,Class0,Class0,Class2,Class3,50,three,3 +218,Class3,Class2,Class2,Class3,Class3,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class2,Class2,42,three,3 +219,Class3,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,45,four,4 +220,Class2,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,35,four,4 +221,Class3,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,30,four,4 +222,Class2,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,42,four,4 +223,Class1,Class1,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,18,five,5 +224,Class2,Class1,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,25,five,5 +225,Class2,Class1,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class0,36,five,5 +226,Class2,Class1,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,40,five,5 +227,Class1,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,35,five,5 +228,Class1,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,19,five,5 +229,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,50,five,5 +230,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,47,two,2 +231,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class0,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,30,two,2 +232,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class2,Class0,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,42,two,2 +233,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class2,Class0,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,55,two,2 +234,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class2,Class0,Class1,Class0,Class0,Class2,Class0,Class1,Class2,Class1,Class2,Class2,Class2,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,60,one,1 +235,Class3,Class2,Class3,Class0,Class1,Class0,Class0,Class0,Class1,Class2,Class0,Class0,Class0,Class2,Class0,Class2,Class1,Class2,Class1,Class1,Class1,Class1,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,65,one,1 +236,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class1,Class0,Class2,Class1,Class2,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,47,one,1 +237,Class3,Class2,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,35,one,1 +238,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class1,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,52,one,1 +239,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class3,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,60,one,1 +240,Class2,Class2,Class2,Class1,Class0,Class0,Class2,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class0,7,six,6 +241,Class3,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class3,Class3,Class0,8,six,6 +242,Class2,Class2,Class2,Class3,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class3,Class3,Class3,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,25,one,1 +243,Class3,Class2,Class2,Class3,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,60,one,1 +244,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class3,Class0,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,50,one,1 +245,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class2,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,33,one,1 +246,Class3,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class0,Class3,Class3,Class3,Class3,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,27,one,1 +247,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,55,one,1 +248,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,62,one,1 +249,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class2,Class0,Class0,Class2,Class0,Class1,Class1,Class2,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,19,one,1 +250,Class2,Class1,Class1,Class2,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class0,Class0,Class2,Class3,50,three,3 +251,Class2,Class2,Class2,Class2,Class3,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class0,Class0,Class3,Class2,40,three,3 +252,Class2,Class2,Class2,Class2,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class0,Class0,Class2,Class3,62,three,3 +253,Class2,Class2,Class2,Class2,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class1,Class0,Class0,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class0,Class0,Class2,Class3,36,three,3 +254,Class2,Class1,Class2,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class0,Class0,Class3,Class2,27,three,3 +255,Class3,Class1,Class2,Class3,Class0,Class3,Class0,Class0,Class0,Class1,Class0,Class2,Class1,Class0,Class0,Class2,Class3,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class3,Class0,Class0,Class2,Class2,47,three,3 +256,Class2,Class1,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class0,Class0,Class2,Class3,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class0,Class0,Class2,Class2,50,three,3 +257,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,35,four,4 +258,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class2,Class0,25,four,4 +259,Class1,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,60,four,4 +260,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,22,four,4 +261,Class1,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class2,Class0,35,four,4 +262,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,36,four,4 +263,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class2,Class2,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,,five,5 +264,Class1,Class1,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class3,Class1,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,,five,5 +265,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class3,Class2,Class1,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,,five,5 +266,Class1,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class1,Class1,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,,five,5 +267,Class2,Class2,Class1,Class1,Class0,Class0,Class2,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class2,Class2,Class0,10,six,6 +268,Class3,Class2,Class0,Class1,Class0,Class0,Class2,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class1,Class2,Class2,Class0,12,six,6 +269,Class2,Class2,Class1,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class1,Class2,Class2,Class0,8,six,6 +270,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class2,Class0,35,four,4 +271,Class2,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class2,Class0,62,four,4 +272,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class3,Class0,48,four,4 +273,Class3,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class3,Class3,Class3,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,30,one,1 +274,Class2,Class2,Class3,Class1,Class0,Class0,Class0,Class0,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class3,Class3,Class3,Class2,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,57,one,1 +275,Class1,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class3,Class3,Class3,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,62,one,1 +276,Class2,Class2,Class3,Class1,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class3,Class3,Class2,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,36,one,1 +277,Class3,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class3,Class2,Class3,Class2,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,18,one,1 +278,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class2,Class0,25,two,2 +279,Class3,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class0,Class1,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class0,16,two,2 +280,Class2,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,50,four,4 +281,Class1,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class1,Class0,55,four,4 +282,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,27,four,4 +283,Class3,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class2,Class2,Class3,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,55,one,1 +284,Class2,Class3,Class3,Class1,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class3,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,22,one,1 +285,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,70,two,2 +286,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,22,two,2 +287,Class2,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class0,45,two,2 +288,Class2,Class1,Class2,Class1,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class3,Class3,40,three,3 +289,Class2,Class2,Class3,Class1,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class3,Class0,Class0,Class3,Class3,28,three,3 +290,Class3,Class2,Class2,Class1,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class1,Class2,Class0,Class0,Class3,Class3,36,three,3 +291,Class2,Class2,Class3,Class2,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class0,Class0,Class3,Class3,27,three,3 +292,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class2,Class3,Class3,Class2,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,42,one,1 +293,Class2,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class3,Class2,Class1,Class0,Class0,Class1,Class0,Class0,Class3,Class0,Class2,Class2,Class3,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,27,one,1 +294,Class2,Class2,Class3,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class3,Class3,Class2,Class2,Class2,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,50,one,1 +295,Class2,Class1,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class3,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,34,one,1 +296,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,8,five,5 +297,Class2,Class1,Class1,Class3,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,19,five,5 +298,Class1,Class1,Class2,Class2,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class3,Class2,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,36,five,5 +299,Class2,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,70,five,5 +300,Class2,Class2,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class1,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,52,five,5 +301,Class2,Class2,Class3,Class3,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class2,Class0,Class0,Class2,Class3,25,three,3 +302,Class3,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class3,Class0,Class0,Class3,Class3,36,three,3 +303,Class2,Class2,Class2,Class3,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class3,Class0,Class0,Class1,Class2,50,three,3 +304,Class2,Class1,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,34,four,4 +305,Class3,Class1,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,17,one,1 +306,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class1,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,24,one,1 +307,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class2,Class0,22,four,4 +308,Class2,Class1,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class2,Class0,55,four,4 +309,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,12,four,4 +310,Class2,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class3,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,43,one,1 +311,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class3,Class2,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,50,one,1 +312,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,36,one,1 +313,Class2,Class2,Class3,Class3,Class2,Class3,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class3,Class0,Class0,Class2,Class3,26,three,3 +314,Class3,Class1,Class2,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class3,Class3,16,three,3 +315,Class2,Class2,Class2,Class3,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class2,Class3,32,three,3 +316,Class2,Class1,Class2,Class3,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class3,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class2,Class3,51,three,3 +317,Class2,Class2,Class3,Class2,Class2,Class3,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class0,Class3,Class0,Class0,Class3,Class2,56,three,3 +318,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class2,Class3,Class2,Class3,Class1,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,47,one,1 +319,Class2,Class2,Class3,Class1,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class3,Class3,Class3,Class2,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,51,one,1 +320,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class2,Class3,Class3,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,58,one,1 +321,Class2,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,27,one,1 +322,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class2,Class0,32,four,4 +323,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class0,27,four,4 +324,Class2,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,62,one,1 +325,Class2,Class2,Class3,Class0,Class1,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class1,Class1,Class2,Class2,Class2,Class3,Class0,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,53,one,1 +326,Class3,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,46,four,4 +327,Class2,Class1,Class2,Class3,Class2,Class2,Class0,Class3,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class1,Class2,Class0,Class0,Class2,Class3,37,three,3 +328,Class1,Class1,Class2,Class3,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class2,Class3,49,three,3 +329,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class2,Class0,18,four,4 +330,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class3,Class2,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,46,one,1 +331,Class2,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class2,Class3,Class2,Class3,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,33,one,1 +332,Class1,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class0,22,four,4 +333,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class0,44,four,4 +334,Class1,Class0,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,36,five,5 +335,Class2,Class0,Class1,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class3,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,63,five,5 +336,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class2,Class3,Class2,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,56,one,1 +337,Class2,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class2,Class3,Class2,Class1,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,60,one,1 +338,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class3,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,42,five,5 +339,Class3,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,32,five,5 +340,Class2,Class1,Class2,Class2,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class2,Class3,51,three,3 +341,Class2,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,33,one,1 +342,Class1,Class1,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class2,Class0,Class1,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,68,five,5 +343,Class2,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,50,five,5 +344,Class2,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class3,Class2,Class2,Class0,9,six,6 +345,Class2,Class2,Class1,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class2,Class3,Class1,Class0,16,six,6 +346,Class2,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class2,Class0,35,four,4 +347,Class2,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class0,Class0,Class0,Class2,Class0,40,four,4 +348,Class2,Class2,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class2,Class2,Class2,Class0,22,six,6 +349,Class3,Class2,Class2,Class0,Class0,Class0,Class3,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class3,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class3,Class2,Class2,Class0,10,six,6 +350,Class2,Class2,Class1,Class0,Class0,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class2,Class0,7,six,6 +351,Class1,Class2,Class2,Class2,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class1,Class3,Class3,Class3,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class2,Class0,25,one,1 +352,Class2,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class2,Class3,Class1,Class0,Class0,Class1,Class0,Class0,Class2,Class2,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class2,Class0,9,one,1 +353,Class3,Class2,Class2,Class3,Class2,Class0,Class0,Class0,Class2,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class2,Class3,Class2,Class0,Class3,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class1,Class0,55,one,1 +354,Class1,Class1,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class2,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,45,five,5 +355,Class2,Class0,Class1,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class1,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,56,five,5 +356,Class2,Class3,Class2,Class3,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class2,Class3,Class2,Class2,Class2,Class0,Class3,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,36,one,1 +357,Class2,Class2,Class2,Class2,Class2,Class0,Class0,Class0,Class3,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class2,Class2,Class3,Class3,Class0,Class2,Class0,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,75,one,1 +358,Class2,Class2,Class2,Class0,Class1,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class3,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class2,Class0,45,one,1 +359,Class2,Class3,Class2,Class1,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class2,Class2,Class2,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,24,one,1 +360,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class1,Class0,40,two,2 +361,Class2,Class2,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class1,Class0,Class2,Class2,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class0,Class0,Class1,Class0,25,two,2 +362,Class2,Class1,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class0,Class0,Class2,Class0,25,four,4 +363,Class3,Class2,Class1,Class0,Class1,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class1,Class0,Class1,Class0,Class0,Class0,Class2,Class0,36,four,4 +364,Class3,Class2,Class2,Class2,Class3,Class2,Class0,Class2,Class0,Class0,Class0,Class2,Class2,Class0,Class0,Class3,Class3,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class3,Class0,Class3,Class0,Class0,Class2,Class3,28,three,3 +365,Class2,Class1,Class3,Class1,Class2,Class3,Class0,Class2,Class0,Class0,Class0,Class2,Class0,Class0,Class0,Class3,Class2,Class0,Class0,Class0,Class0,Class0,Class0,Class0,Class3,Class0,Class2,Class0,Class1,Class0,Class0,Class2,Class3,50,three,3 +366,Class3,Class2,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class3,Class0,Class0,Class0,Class1,Class0,Class0,Class2,Class0,Class2,Class3,Class2,Class3,Class0,Class2,Class0,Class2,Class0,Class0,Class0,Class0,Class0,Class3,Class0,35,one,1 From 0875b3a677c0c0532f3bd79a81e1d4e0110f9cea Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:40:34 -0600 Subject: [PATCH 25/36] Add annotations for print/plot confusion matrix --- .../trained_models/trained_supervised_model.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/healthcareai/trained_models/trained_supervised_model.py b/healthcareai/trained_models/trained_supervised_model.py index 9c46633..858506b 100644 --- a/healthcareai/trained_models/trained_supervised_model.py +++ b/healthcareai/trained_models/trained_supervised_model.py @@ -394,7 +394,14 @@ def predict_to_sqlite(self, healthcareai.common.database_writers.write_to_db_agnostic(engine, table, sam_df) def print_confusion_matrix(self, cmatrix=None, class_names=None): + """ + Print a well arranged confusion matrix to evaluate classification results. + + Arges: + cmatrix (array): an input confusion matrix. If not given, calculate from compute_confusion_matrix(). + class_names (list): label of each class. If not given, calculate from compute_confusion_matrix(). + """ # calculate confusion matrix and the class names if they are not given if cmatrix is None or class_names is None: cmatrix, class_names = hcai_model_evaluation.compute_confusion_matrix(self.test_set_actual, self.test_set_class_labels) @@ -415,7 +422,15 @@ def print_confusion_matrix(self, cmatrix=None, class_names=None): print('\n') def confusion_matrix_plot(self, cmatrix=None, class_names=None, save=True): + """ + Plot a confusion matrix to evaluate classification results. + + Arges: + cmatrix (array): an input confusion matrix. If not given, calculate from compute_confusion_matrix(). + class_names (list): label of each class. If not given, calculate from compute_confusion_matrix(). + save (bool): if True, save the confusion matrix to a file `ConfusionMatrix.png`; if False, not. + """ # calculate confusion matrix and the class names if they are not given if cmatrix is None or class_names is None: cmatrix, class_names = hcai_model_evaluation.compute_confusion_matrix(self.test_set_actual, self.test_set_class_labels) From b90eebe26e423b6b9e613df55f08b47bcf851bd0 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:45:45 -0600 Subject: [PATCH 26/36] Change default scoring_metric to accuracy Changed `roc_auc` to `accuracy` to accommodate multi class classification --- healthcareai/advanced_supvervised_model_trainer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index 20bfb68..62a89d1 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -306,7 +306,7 @@ def linear_regression(self, return trained_supervised_model def knn(self, - scoring_metric='roc_auc', + scoring_metric='accuracy', hyperparameter_grid=None, randomized_search=True, number_iteration_samples=10): @@ -343,7 +343,7 @@ def knn(self, def random_forest_classifier(self, trees=200, - scoring_metric='roc_auc', + scoring_metric='accuracy', hyperparameter_grid=None, randomized_search=True, number_iteration_samples=5): From 835c5e67de4acb58f3367d784d3c3867d9afa3b0 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:46:53 -0600 Subject: [PATCH 27/36] Add a check on binary classification --- healthcareai/advanced_supvervised_model_trainer.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index 62a89d1..570c4f5 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -558,6 +558,17 @@ def validate_classification(self, model_name=None): if not self.is_classification: raise HealthcareAIError('A {} model can only be trained with a classification trainer.'.format(model_name)) + def is_binary_classification(self): + """ + Check if a classification is binary. + """ + if self.is_classification: + num_classes = len(list(set(self.y_test))) + if num_classes == 2: + return True + else: + return False + def _console_log(self, message): if self.verbose: print('AdvancedSupervisedModelTrainer :: {}'.format(message)) From 2266fbe89168a3a469b7e8484af28aa63a5cb98b Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:50:06 -0600 Subject: [PATCH 28/36] Add `calculate_classification_metrics()` Add a `binary` check in `calculate_binary_classification_metrics()`, and changed the name to `calculate_classification_metrics()`. Choose performance metrics based on the number of classes. --- healthcareai/advanced_supvervised_model_trainer.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index 570c4f5..6a3ad8c 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -227,10 +227,12 @@ def metrics(self, trained_sklearn_estimator): performance_metrics = None if self.model_type is 'classification': - performance_metrics = hcai_model_evaluation.calculate_binary_classification_metrics( + performance_metrics = hcai_model_evaluation.calculate_classification_metrics( trained_sklearn_estimator, self.X_test, - self.y_test) + self.y_test, + binary=self.is_binary_classification() + ) elif self.model_type is 'regression': performance_metrics = hcai_model_evaluation.calculate_regression_metrics(trained_sklearn_estimator, self.X_test, self.y_test) From 347f6ff8ba8a296391dac7edb4ebd2b84bbd770b Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:50:50 -0600 Subject: [PATCH 29/36] Add annotations --- .../advanced_supvervised_model_trainer.py | 25 +++++++++++++++++-- 1 file changed, 23 insertions(+), 2 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index 6a3ad8c..ed0a895 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -40,6 +40,7 @@ def __init__(self, dataframe, model_type, predicted_column, grain_column=None, d model_type (str): 'classification' or 'regression' predicted_column (str): The name of the predicted/target/label column grain_column (str): The grain column + data_scaling (bool): if True, perform feature scaling on numeric variables; if False, not. verbose (bool): Verbose output """ # Validate model type is sane @@ -426,7 +427,20 @@ def create_nn(self, activation='relu', optimizer='adam', scoring_metric='accuracy'): + """ + Define one type of neural network architecture based on Keras. + The neural network contains one input layer, one hidden layer, and one output layer. + + Args: + neurons_num (int): number of neurons in the hidden layer. + activation (str): the type of activation functions. See 'Activations' from the Keras docs. + optimizer (str): the type of optimizers. See 'Optimizers' from the Keras docs. + scoring_metric (str): See 'Metrics' from the Keras docs. Note the scoring_metric in Keras is different from sklearn. + Returns: + neuralnet: a neural network architecture + + """ # Calculate input dimension input_dim = self.x_train.shape[1] @@ -445,8 +459,8 @@ def create_nn(self, neuralnet.add(Dense(out_dim, activation='softmax')) neuralnet.compile(loss='sparse_categorical_crossentropy', # can also use one hot encoding with categorical_crossentropy - # for binary: binary_crossentropy sigmoid - # for multiclass: softmax sparse_categorical_crossentropy + # for binary: use sigmoid with binary_crossentropy or settings for multiclass + # for multiclass: use softmax with sparse_categorical_crossentropy optimizer=optimizer, metrics=[scoring_metric]) return neuralnet @@ -461,7 +475,14 @@ def neural_network_classifier(self, Tuning is performed by cross validation. Args: + scoring_metric (str): Keras metrics + hyperparameter_grid (dict): hyperparameters by name + randomized_search (bool): True for randomized search (default) + number_iteration_samples (int): Number of models to train during the randomized search for exploring the + hyperparameter space. More may lead to a better model, but will take longer. + Returns: + TrainedSupervisedModel: """ self.validate_classification('Neural Network Classifier') From 8d5cc23d680d6e056857571f7cc540e2335db445 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 14:51:35 -0600 Subject: [PATCH 30/36] Some minor adjustments --- healthcareai/advanced_supvervised_model_trainer.py | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/healthcareai/advanced_supvervised_model_trainer.py b/healthcareai/advanced_supvervised_model_trainer.py index ed0a895..7cb384e 100644 --- a/healthcareai/advanced_supvervised_model_trainer.py +++ b/healthcareai/advanced_supvervised_model_trainer.py @@ -3,8 +3,6 @@ import pandas as pd import time -from sklearn.metrics import classification_report, confusion_matrix - np.random.seed(123) from keras.models import Sequential from keras.layers import Dense @@ -445,8 +443,7 @@ def create_nn(self, input_dim = self.x_train.shape[1] # Calculate output dimension - out = list(set(self.y_train)) - out_dim = max(out) + 1 + out_dim = len(list(set(self.y_train))) # Calculate number of neurons if neurons_num is None: @@ -469,7 +466,7 @@ def neural_network_classifier(self, scoring_metric='accuracy', hyperparameter_grid=None, randomized_search=True, - number_iteration_samples=3): + number_iteration_samples=1): """ Tune the neural network using grid search over the parameters. Tuning is performed by cross validation. @@ -489,7 +486,7 @@ def neural_network_classifier(self, # Create a wrapper for sklearn neuralnet = KerasClassifier(build_fn=self.create_nn, verbose=0) - #TODO change hyperparameter grid + # Initiate a hyperparameter grid if not specified if hyperparameter_grid is None: activation = ['relu'] batch_size = [5] @@ -505,7 +502,7 @@ def neural_network_classifier(self, scoring_metric, hyperparameter_grid, randomized_search, - number_iteration_samples=1) + number_iteration_samples) trained_supervised_model = self._create_trained_supervised_model(algorithm) From 516da021b2980ce557fdc4a0f926856592b02e71 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 15:01:06 -0600 Subject: [PATCH 31/36] Add tests for multi class classification --- .../tests/test_advanced_trainer_multiclass.py | 160 ++++++++++++++++++ 1 file changed, 160 insertions(+) create mode 100644 healthcareai/tests/test_advanced_trainer_multiclass.py diff --git a/healthcareai/tests/test_advanced_trainer_multiclass.py b/healthcareai/tests/test_advanced_trainer_multiclass.py new file mode 100644 index 0000000..3b54370 --- /dev/null +++ b/healthcareai/tests/test_advanced_trainer_multiclass.py @@ -0,0 +1,160 @@ +# This file is used to test multiple class classifications. +# Algorithms tested here include: random_forest_classifier, neural_network_classifier + +import unittest + +import numpy as np + +from healthcareai.trained_models.trained_supervised_model import TrainedSupervisedModel +import healthcareai.datasets.base as hcai_datasets + +from healthcareai import AdvancedSupervisedModelTrainer +import healthcareai.tests.helpers as test_helpers +from healthcareai.common.helpers import count_unique_elements_in_column +from healthcareai.common.healthcareai_error import HealthcareAIError +import healthcareai.pipelines.data_preparation as pipelines + +# Set some constants to save errors and typing +CLASSIFICATION = 'classification' +CLASSIFICATION_PREDICTED_COLUMN = 'target_num' # Number labeled target +GRAIN_COLUMN_NAME = 'PatientID' +COLUMNS_TO_REMOVE = 'target_str' + + +class TestAdvancedSupervisedModelTrainer(unittest.TestCase): + @classmethod + def setUpClass(cls): + cls.df = hcai_datasets.load_multiclass() + + # Drop columns that won't help machine learning + columns_to_remove = [COLUMNS_TO_REMOVE] + cls.df.drop(columns_to_remove, axis=1, inplace=True) + + np.random.seed(42) + + clean_classification_df = pipelines.full_pipeline( + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN, + GRAIN_COLUMN_NAME, + impute=True).fit_transform(cls.df) + + cls.classification_trainer = AdvancedSupervisedModelTrainer( + clean_classification_df, CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN) + + def test_raises_error_on_unsupported_model_type(self): + bad_type = 'foo' + self.assertRaises( + HealthcareAIError, + AdvancedSupervisedModelTrainer, + self.df, + bad_type, + CLASSIFICATION_PREDICTED_COLUMN, + GRAIN_COLUMN_NAME) + + def test_validate_classification_raises_error_on_regression(self): + self.assertRaises(HealthcareAIError, self.classification_trainer.validate_regression) + + def test_classification_trainer_linear_regression_raises_error(self): + self.assertRaises(HealthcareAIError, self.classification_trainer.linear_regression) + +class TestNeuralNetworkClassificaton(unittest.TestCase): + def setUp(self): + df = hcai_datasets.load_multiclass() + + # Drop uninformative columns + df.drop([COLUMNS_TO_REMOVE], axis=1, inplace=True) + + np.random.seed(42) + clean_df = pipelines.full_pipeline( + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN, + GRAIN_COLUMN_NAME, + impute=True).fit_transform(df) + + self.classification_trainer = AdvancedSupervisedModelTrainer( + clean_df, + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN, + data_scaling=True) + + self.classification_trainer.train_test_split(random_seed=0) + + def test_neural_network_tuning(self): + nn = self.classification_trainer.neural_network_classifier(randomized_search=True) + self.assertIsInstance(nn, TrainedSupervisedModel) + + self.assertRaises(HealthcareAIError, nn.roc_plot) + test_helpers.assertBetween(self, 15, 30, nn.metrics['cmatrix'][0][0]) + + def test_neural_network_no_tuning(self): + nn = self.classification_trainer.neural_network_classifier(randomized_search=False) + self.assertIsInstance(nn, TrainedSupervisedModel) + + self.assertRaises(HealthcareAIError, nn.roc_plot) + test_helpers.assertBetween(self, 15, 30, nn.metrics['cmatrix'][0][0]) + +class TestRandomForestClassification(unittest.TestCase): + def setUp(self): + df = hcai_datasets.load_multiclass() + # Drop uninformative columns + df.drop([COLUMNS_TO_REMOVE], axis=1, inplace=True) + + np.random.seed(42) + clean_df = pipelines.full_pipeline(CLASSIFICATION, CLASSIFICATION_PREDICTED_COLUMN, GRAIN_COLUMN_NAME, + impute=True).fit_transform(df) + self.trainer = AdvancedSupervisedModelTrainer(clean_df, CLASSIFICATION, CLASSIFICATION_PREDICTED_COLUMN) + self.trainer.train_test_split(random_seed=0) + + def test_random_forest_no_tuning(self): + rf = self.trainer.random_forest_classifier(trees=200, randomized_search=False) + self.assertIsInstance(rf, TrainedSupervisedModel) + self.assertRaises(HealthcareAIError, rf.roc_plot) + test_helpers.assertBetween(self, 15, 30, rf.metrics['cmatrix'][0][0]) + + def test_random_forest_tuning(self): + rf = self.trainer.random_forest_classifier(randomized_search=True) + self.assertIsInstance(rf, TrainedSupervisedModel) + self.assertRaises(HealthcareAIError, rf.roc_plot) + test_helpers.assertBetween(self, 15, 30, rf.metrics['cmatrix'][0][0]) + +class TestMetricValidation(unittest.TestCase): + # TODO this is pretty spartan testing only looking for happy path on binary classification + def setUp(self): + df = hcai_datasets.load_multiclass() + + # Drop uninformative columns + df.drop([COLUMNS_TO_REMOVE], axis=1, inplace=True) + + np.random.seed(42) + clean_df = pipelines.full_pipeline( + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN, + GRAIN_COLUMN_NAME, + impute=True).fit_transform(df) + self.classification_trainer = AdvancedSupervisedModelTrainer( + clean_df, + CLASSIFICATION, + CLASSIFICATION_PREDICTED_COLUMN) + + def test_validate_score_metric_for_number_of_classes(self): + self.assertRaises(HealthcareAIError, + self.classification_trainer.validate_score_metric_for_number_of_classes, metric='pr_auc') + self.assertRaises(HealthcareAIError, + self.classification_trainer.validate_score_metric_for_number_of_classes, metric='roc_auc') + +class TestHelpers(unittest.TestCase): + def test_class_counter_on_binary(self): + df = hcai_datasets.load_multiclass() + df.dropna(axis=0, how='any', inplace=True) + result = count_unique_elements_in_column(df, 'target_num') + self.assertEqual(result, 6) + + def test_class_counter_on_many(self): + df = hcai_datasets.load_multiclass() + result = count_unique_elements_in_column(df, 'PatientID') + self.assertEqual(result, 366) + + +if __name__ == '__main__': + unittest.main() From 6ceaba7e3837c7e3354f15a6eec499709482067e Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 15:16:42 -0600 Subject: [PATCH 32/36] Deleted ctg related examples --- example_test_neuralnet_ctg.py | 44 ----------------------------------- 1 file changed, 44 deletions(-) delete mode 100644 example_test_neuralnet_ctg.py diff --git a/example_test_neuralnet_ctg.py b/example_test_neuralnet_ctg.py deleted file mode 100644 index 63afabb..0000000 --- a/example_test_neuralnet_ctg.py +++ /dev/null @@ -1,44 +0,0 @@ -#TODO this ctg data is used for testing neural network. This example can be deleted after the test is done. - -import healthcareai.datasets as hcai_datasets -import healthcareai.pipelines.data_preparation as hcai_pipelines -from healthcareai import AdvancedSupervisedModelTrainer - -if __name__ == "__main__": - # Load the ctg dataset - dataframe = hcai_datasets.base.load_ctg() - - # Drop the CLASS variable - dataframe.drop(['CLASS'], axis=1, inplace=True) - - # Recode the NSP variable for binary classification - index = dataframe.NSP == 1 - dataframe.loc[index, 'NSP'] = 0 - index = dataframe.NSP != 0 - dataframe.loc[index, 'NSP'] = 1 - - # Initiate an Advanced Trainer class with your clean and prepared training data - classification_trainer = AdvancedSupervisedModelTrainer( - dataframe=dataframe, - model_type='classification', - predicted_column='NSP', - grain_column='id', - data_scaling=True, - verbose=False) - - # Split the data into training and testing sets - classification_trainer.train_test_split() - - # Train the neural network classifier with randomized search - trained_nn = classification_trainer.neural_network_classifier(randomized_search=True) - - # Create ROC/PR curve - trained_nn.roc_plot() - trained_nn.pr_plot() - - # Train the neural network classifier without randomized search - trained_nn = classification_trainer.neural_network_classifier(randomized_search=False) - - # Create ROC/PR curve - trained_nn.roc_plot() - trained_nn.pr_plot() From 753d08da5baa39c6d5022af01323a208ccf342a9 Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 15:16:54 -0600 Subject: [PATCH 33/36] Deleted ctg dataset --- healthcareai/datasets/data/ctg.csv | 2127 ---------------------------- 1 file changed, 2127 deletions(-) delete mode 100644 healthcareai/datasets/data/ctg.csv diff --git a/healthcareai/datasets/data/ctg.csv b/healthcareai/datasets/data/ctg.csv deleted file mode 100644 index b51daee..0000000 --- a/healthcareai/datasets/data/ctg.csv +++ /dev/null @@ -1,2127 +0,0 @@ -id,LB,AC,FM,UC,DL,DS,DP,ASTV,MSTV,ALTV,MLTV,Width,Min,Max,Nmax,Nzeros,Mode,Mean,Median,Variance,Tendency,CLASS,NSP -1,120,0,0,0,0,0,0,73,0.5,43,2.4,64,62,126,2,0,120,137,121,73,1,9,2 -2,132,0.006379585,0,0.006379585,0.003189793,0,0,17,2.1,0,10.4,130,68,198,6,1,141,136,140,12,0,6,1 -3,133,0.003322259,0,0.008305648,0.003322259,0,0,16,2.1,0,13.4,130,68,198,5,1,141,135,138,13,0,6,1 -4,134,0.002560819,0,0.007682458,0.002560819,0,0,16,2.4,0,23,117,53,170,11,0,137,134,137,13,1,6,1 -5,132,0.006514658,0,0.008143322,0,0,0,16,2.4,0,19.9,117,53,170,9,0,137,136,138,11,1,2,1 -6,134,0.001049318,0,0.010493179,0.009443861,0,0.002098636,26,5.9,0,0,150,50,200,5,3,76,107,107,170,0,8,3 -7,134,0.001402525,0,0.012622721,0.008415147,0,0.002805049,29,6.3,0,0,150,50,200,6,3,71,107,106,215,0,8,3 -8,122,0,0,0,0,0,0,83,0.5,6,15.6,68,62,130,0,0,122,122,123,3,1,9,3 -9,122,0,0,0.001517451,0,0,0,84,0.5,5,13.6,68,62,130,0,0,122,122,123,3,1,9,3 -10,122,0,0,0.002967359,0,0,0,86,0.3,6,10.6,68,62,130,1,0,122,122,123,1,1,9,3 -11,151,0,0,0.000834028,0.000834028,0,0,64,1.9,9,27.6,130,56,186,2,0,150,148,151,9,1,10,2 -12,150,0,0,0.000983284,0.000983284,0,0,64,2,8,29.5,130,56,186,5,0,150,148,151,10,1,10,2 -13,131,0.005076142,0.072335025,0.007614213,0.002538071,0,0,28,1.4,0,12.9,66,88,154,5,0,135,134,137,7,1,6,1 -14,131,0.009077156,0.222390318,0.006051437,0.001512859,0,0,28,1.5,0,5.4,87,71,158,2,0,141,137,141,10,1,2,1 -15,130,0.005838198,0.407839867,0.004170142,0.00500417,0,0.000834028,21,2.3,0,7.9,107,67,174,7,0,143,125,135,76,0,6,1 -16,130,0.005571031,0.380222841,0.004178273,0.004178273,0,0.001392758,19,2.3,0,8.7,107,67,174,3,0,134,127,133,43,0,6,1 -17,130,0.00608828,0.441400304,0.00456621,0.00456621,0,0,24,2.1,0,10.9,125,53,178,5,0,143,128,138,70,1,6,1 -18,131,0.00152439,0.382621951,0.00304878,0.004573171,0,0.00152439,18,2.4,0,13.9,107,67,174,5,0,134,125,132,45,0,7,2 -19,130,0.00284495,0.450924609,0.0056899,0.004267425,0,0.001422475,23,1.9,0,8.8,99,59,158,6,0,133,124,129,36,1,6,1 -20,130,0.00505476,0.469250211,0.00505476,0.0042123,0,0.00084246,29,1.7,0,7.8,112,65,177,6,1,133,129,133,27,0,6,1 -21,129,0,0.340044743,0.004474273,0.002237136,0,0.003355705,30,2.1,0,8.5,128,54,182,13,0,129,104,120,138,0,8,3 -22,128,0.0046875,0.425,0.003125,0.003125,0,0.0015625,26,1.7,0,6.7,141,57,198,9,0,129,125,132,34,0,6,1 -23,128,0,0.333841463,0.00304878,0.00304878,0,0.00304878,34,2.5,0,4,145,54,199,11,1,75,99,102,148,-1,8,3 -24,128,0,0,0,0,0,0,80,0.5,0,6.8,16,114,130,0,0,126,124,125,1,1,9,3 -25,128,0,0,0.003311258,0,0,0,86,0.3,79,2.9,16,114,130,0,0,128,126,129,0,1,9,3 -26,124,0,0,0,0,0,0,86,0.3,72,4,12,118,130,1,0,124,124,125,0,0,9,3 -27,124,0,0,0,0,0,0,86,0.4,14,4.8,24,122,146,1,0,126,126,127,0,-1,9,3 -28,124,0,0,0,0,0,0,87,0.2,71,3.4,10,118,128,0,0,124,123,125,0,0,9,3 -29,132,0,0.135112594,0.000834028,0.008340284,0,0.000834028,29,4.4,0,10.5,141,50,191,7,1,133,119,129,73,0,7,2 -30,132,0,0.098784195,0,0.012158055,0,0,26,6,0,5,143,50,193,10,0,133,113,117,89,0,7,1 -31,132,0,0.107589658,0.001668057,0.01000834,0,0,26,4.5,0,12.5,149,50,199,9,0,133,120,126,56,0,7,1 -32,132,0,0.111898017,0.004249292,0.014164306,0,0,22,6.9,0,6.3,149,50,199,10,0,123,112,115,66,0,7,1 -33,132,0,0.088642659,0.001385042,0.009695291,0,0,29,2.9,0,15.1,144,50,194,11,1,133,124,130,35,0,7,1 -34,120,0.007506255,0.102585488,0.000834028,0.000834028,0,0,28,3.4,0,21.7,126,55,181,13,0,121,124,126,25,0,2,1 -35,120,0.009104704,0.084977238,0.001517451,0.001517451,0,0,28,3.2,0,12.4,128,53,181,9,1,129,125,127,25,0,2,1 -36,120,0.006060606,0.109090909,0.007272727,0,0,0,27,3.7,0,24.2,144,51,195,11,0,125,124,126,24,0,2,1 -37,115,0.00500417,0.079232694,0.00500417,0.002502085,0,0,23,3.4,0,18.8,130,52,182,9,0,119,116,118,21,0,6,1 -38,114,0.004559271,0,0.004559271,0.003039514,0,0,24,3.2,0,16.2,134,52,186,8,0,117,115,117,19,0,6,1 -39,115,0.006242197,0.064918851,0.003745318,0.001248439,0,0,22,3.6,0,19.6,138,50,188,8,0,117,117,119,21,0,2,1 -40,115,0.009109312,0.05465587,0.005060729,0,0,0,27,2.3,0,12.4,129,53,182,7,0,119,120,120,14,0,2,1 -41,114,0.008340284,0.057547957,0.006672227,0.000834028,0,0,28,2.2,0,12.2,98,55,153,7,1,119,119,120,13,0,2,1 -42,114,0.006069803,0.047040971,0.009104704,0,0,0,27,2.4,0,13.5,128,54,182,6,0,119,118,119,13,0,2,1 -43,116,0.001517451,0.037936267,0.004552352,0,0,0,40,1.6,1,13.3,93,55,148,6,0,127,124,127,9,1,1,1 -44,116,0.003861004,0.011583012,0.005148005,0,0,0,40,1.8,1,11.4,142,52,194,13,1,125,122,125,9,0,2,1 -45,122,0,0.017994859,0.002570694,0.005141388,0,0,22,4.4,0,15.2,150,50,200,7,0,119,113,117,24,0,7,1 -46,122,0,0.020143885,0.002877698,0.005755396,0,0,21,4.7,0,15.7,150,50,200,8,0,116,112,117,23,0,7,1 -47,122,0,0.0046875,0.0078125,0.003125,0,0,17,4.9,0,22.1,145,53,198,13,0,127,122,126,25,0,2,1 -48,122,0.002232143,0.003348214,0.005580357,0.002232143,0,0,20,5,0,21.1,148,50,198,11,0,127,124,127,28,0,6,1 -49,122,0.003003003,0.006006006,0.006006006,0.006006006,0,0,22,7,0,16.6,149,50,199,7,0,129,118,124,75,0,6,1 -50,158,0.00500417,0,0.007506255,0.000834028,0,0,27,1.7,0,14.9,120,77,197,7,0,170,168,170,14,1,2,1 -51,158,0.005390836,0,0.008086253,0,0,0,29,1.3,0,12.8,55,142,197,4,0,170,171,172,9,0,2,1 -52,156,0,0,0.012048193,0.00753012,0,0,43,4.1,0,22.2,150,50,200,7,1,151,142,152,72,1,7,1 -53,156,0,0,0.011331445,0.008498584,0,0.001416431,34,5.4,0,3.3,150,50,200,8,0,117,131,136,108,0,7,2 -54,150,0,0.000834028,0,0.000834028,0,0,61,0.5,40,6.2,31,130,161,2,0,154,152,154,1,1,10,2 -55,148,0,0.002502085,0,0,0,0,70,0.3,69,5.1,18,136,154,3,0,150,148,150,0,1,9,3 -56,149,0,0,0,0.001668057,0,0,57,1.2,54,12.8,126,58,184,12,1,150,148,151,8,1,7,2 -57,149,0,0,0,0.000903342,0,0,58,1.3,53,13.2,126,58,184,12,1,150,148,151,8,1,10,2 -58,146,0,0,0.006144393,0,0,0,39,0.8,38,5.5,18,148,166,1,0,154,155,156,1,0,1,1 -59,148,0,0,0.005181347,0,0,0,41,0.8,29,6.4,20,143,163,1,0,154,153,154,0,0,1,1 -60,144,0.008143322,0,0.006514658,0,0,0,33,1.1,0,6.2,100,78,178,5,0,149,152,152,8,1,2,1 -61,146,0.005082592,0,0.005082592,0,0,0,39,0.9,18,5.2,44,134,178,5,0,154,154,155,4,0,2,1 -62,146,0.004580153,0,0.004580153,0,0,0,39,0.8,21,5.2,28,143,171,2,0,154,153,154,1,0,2,1 -63,142,0,0,0.003311258,0,0,0,25,1.3,0,11.6,26,130,156,0,0,147,145,147,2,0,3,1 -64,136,0.002512563,0,0.005025126,0,0,0,24,1.5,0,11.2,111,74,185,11,0,140,140,141,2,0,3,1 -65,141,0.001282051,0,0.005128205,0,0,0,25,1.5,0,13.4,103,74,177,10,0,142,143,144,4,1,3,1 -66,150,0,0,0.004126547,0,0,0,40,0.8,37,5.7,18,143,161,1,0,153,153,154,0,0,1,1 -67,138,0.00130719,0,0.003921569,0,0,0,44,1,20,11.9,99,81,180,9,2,162,156,159,8,1,5,1 -68,140,0.00727802,0,0.004366812,0,0,0,34,1.2,0,10.3,60,119,179,2,0,156,153,155,5,0,2,1 -69,140,0.00727802,0,0.004366812,0,0,0,34,1.2,0,10.3,60,119,179,2,0,156,153,155,5,0,2,1 -70,144,0,0,0.004991681,0,0,0,46,0.8,1,13,37,132,169,4,0,162,158,160,5,1,5,1 -71,144,0.001234568,0,0.004938272,0,0,0,45,0.8,2,11.5,30,138,168,3,0,162,157,160,5,1,5,1 -72,140,0.00997009,0.005982054,0.002991027,0,0,0,52,1.6,0,16.2,104,68,172,0,0,144,147,147,14,1,2,1 -73,140,0.008130081,0.005420054,0,0,0,0,53,1.5,0,12.9,104,68,172,2,0,146,147,147,12,1,2,1 -74,140,0.008385744,0.004192872,0.004192872,0,0,0,52,1.9,0,17.7,108,68,176,2,0,144,147,147,18,1,2,1 -75,140,0.005943536,0.003467063,0.003467063,0,0,0,56,1.5,1,15.1,108,68,176,3,0,156,150,153,15,1,2,1 -76,154,0,0,0.003913894,0,0,0,65,0.9,0,13.4,92,74,166,2,0,156,158,159,2,1,10,2 -77,150,0,0,0.003134796,0,0,0,61,0.9,3,8.7,28,138,166,0,0,152,153,155,3,0,10,2 -78,145,0.007130125,0.008912656,0.001782531,0,0,0,36,1.4,0,13.6,119,57,176,3,1,148,150,150,12,1,2,1 -79,145,0.00297619,0.00297619,0.001488095,0,0,0,34,1.7,0,22.3,117,57,174,6,1,150,147,150,11,1,2,1 -80,145,0.004885993,0.009771987,0.004885993,0,0,0,35,1.9,0,21.3,140,56,196,5,0,148,150,151,12,1,2,1 -81,145,0,0.001988072,0.001988072,0,0,0,34,1.7,0,25.9,109,57,166,5,1,150,147,150,10,1,1,1 -82,145,0.001533742,0.007668712,0.003067485,0,0,0,40,1.4,0,18.4,140,56,196,9,1,148,148,149,7,0,1,1 -83,145,0,0.007211538,0.002403846,0,0,0,41,1.2,0,15.8,136,60,196,8,1,145,148,149,6,0,1,1 -84,145,0.014705882,0.008403361,0.00210084,0,0,0,43,1.5,0,0,109,63,172,5,0,156,156,158,11,1,4,1 -85,145,0.012711864,0.028248588,0.001412429,0,0,0,41,1.1,0,11.4,125,62,187,4,0,167,164,166,11,1,4,1 -86,145,0.014230272,0.025873221,0.001293661,0,0,0,40,1.1,0,1.2,113,73,186,4,0,165,163,165,11,1,4,1 -87,145,0.008278146,0,0.001655629,0,0,0,41,1.8,0,23.4,117,50,167,4,0,154,151,154,16,1,2,1 -88,139,0,0.107061503,0,0.002277904,0,0,38,1.5,0,13.3,134,53,187,5,0,133,136,138,6,0,3,1 -89,139,0,0.009111617,0,0,0,0,62,0.7,27,11.5,111,73,184,4,0,148,147,148,2,1,1,1 -90,139,0.001512859,0.003025719,0,0.003025719,0,0,51,2.2,0,7.1,148,52,200,12,4,147,137,145,55,0,7,2 -91,139,0.00152439,0.00152439,0.00152439,0,0,0,64,0.4,29,6.5,28,135,163,1,0,161,152,157,13,1,5,2 -92,148,0,0,0,0,0,0,67,0.4,67,4.9,15,139,154,4,0,150,149,151,0,1,10,2 -93,148,0,0.003325942,0,0,0,0,70,0.3,68,5.3,17,136,153,2,0,150,148,150,0,1,10,2 -94,148,0,0,0,0,0,0,68,0.3,75,4.5,25,128,153,3,0,150,149,151,0,1,9,3 -95,148,0,0.004651163,0.001550388,0,0,0,72,0.3,74,4.6,16,136,152,0,0,150,148,150,0,1,9,3 -96,148,0,0,0,0,0,0,58,0.5,7,9.5,21,135,156,1,0,150,149,151,1,1,1,1 -97,148,0,0,0,0,0,0,63,0.4,30,8.8,35,121,156,3,1,150,149,151,1,1,10,2 -98,148,0,0.001312336,0,0.001312336,0,0,60,0.5,49,4.8,83,78,161,3,0,154,152,154,1,1,10,2 -99,148,0,0.000830565,0,0.000830565,0,0,61,0.5,39,6.3,31,130,161,2,0,154,152,154,1,1,10,2 -100,125,0.009803922,0.006535948,0.001633987,0,0,0,19,1.9,0,6.8,96,101,197,8,1,133,131,133,5,-1,2,1 -101,125,0.00483871,0,0.001612903,0.003225806,0,0,25,1.7,6,11.6,93,72,165,3,0,133,128,132,10,0,6,1 -102,125,0.00500417,0.008340284,0.001668057,0.000834028,0,0,24,1.6,0,14.6,55,97,152,6,2,131,130,132,6,0,2,1 -103,125,0.007824726,0.012519562,0.001564945,0,0,0,24,1.6,0,17.3,84,68,152,4,0,132,132,133,5,1,2,1 -104,125,0.002564103,0.002564103,0,0,0,0,29,1.1,0,11,29,117,146,0,0,131,130,132,1,0,3,1 -105,125,0.003164557,0.015822785,0,0,0,0,22,1.9,0,15.8,82,68,150,5,1,132,130,133,6,1,3,1 -106,125,0.004170142,0.029190992,0.002502085,0.004170142,0,0,22,2.8,0,17.2,128,56,184,5,1,125,123,126,16,0,6,1 -107,125,0,0.049792531,0,0.008298755,0,0,22,3.9,0,13.1,145,52,197,7,1,121,117,121,23,0,7,1 -108,125,0.00742115,0.003710575,0.005565863,0.001855288,0,0,22,2.1,0,12.1,105,73,178,8,0,126,126,128,11,0,2,1 -109,125,0.006038647,0.053140097,0.006038647,0.004830918,0,0,20,2.5,0,7.1,134,63,197,8,1,125,125,127,16,0,6,1 -110,125,0,0.002808989,0,0,0,0,25,1.5,0,19.3,62,80,142,4,1,127,125,127,6,1,3,1 -111,125,0.00676819,0.057529611,0.001692047,0.00676819,0,0,23,2.2,0,4.4,122,78,200,10,0,131,125,128,20,0,6,1 -112,129,0.00500417,0.003336113,0.000834028,0,0,0,34,1.7,0,12.9,118,78,196,10,0,137,136,137,6,0,2,1 -113,129,0.004942339,0.003294893,0.004942339,0,0,0,35,1.3,0,10.1,92,101,193,6,0,136,134,135,4,0,2,1 -114,129,0,0.002941176,0.005882353,0,0,0,38,1.2,0,12.5,54,111,165,4,1,133,132,134,2,0,3,1 -115,129,0.007215007,0.008658009,0.008658009,0.011544012,0,0,22,5.2,0,0,145,50,195,13,1,139,122,129,86,0,6,1 -116,129,0,0.010989011,0.006593407,0.015384615,0,0,22,4.8,0,0,138,50,188,7,2,129,114,120,60,0,7,1 -117,123,0,0,0.006993007,0.002331002,0,0.002331002,26,4.3,0,19.4,146,50,196,8,1,126,105,113,117,0,8,3 -118,123,0.002502085,0,0.004170142,0.004170142,0,0,30,1.1,1,5.8,53,95,148,3,0,125,124,126,6,0,6,1 -119,123,0.001438849,0,0.004316547,0.005755396,0,0,29,1.1,0,3.9,56,92,148,3,0,123,122,124,6,0,7,1 -120,123,0.003508772,0,0.005263158,0.005263158,0,0,24,1.3,0,2.1,56,92,148,3,0,121,123,125,7,0,6,1 -121,123,0,0,0.00500417,0.004170142,0,0,47,1.1,31,7.4,130,59,189,14,2,129,122,127,15,0,7,1 -122,123,0,0,0.004709576,0.004709576,0,0,50,0.8,32,3.1,94,75,169,7,0,125,122,126,8,0,7,1 -123,123,0,0,0.004587156,0.006116208,0,0,45,1,19,3.8,85,59,144,8,1,124,119,125,14,1,7,1 -124,123,0.005607477,0,0.005607477,0.003738318,0,0,33,1.3,0,4.7,138,61,199,9,1,135,122,127,39,0,6,1 -125,123,0,0,0.006535948,0.004901961,0,0.001633987,28,1.4,0,4.5,77,61,138,3,1,114,112,115,15,1,7,2 -126,159,0,0,0.003336113,0,0,0,65,0.4,16,10.8,91,81,172,0,0,163,163,165,2,1,10,2 -127,159,0,0,0.004379562,0,0,0,69,0.3,21,6.4,15,153,168,0,0,163,163,164,0,1,10,2 -128,159,0,0,0.002747253,0,0,0,62,0.5,6,13.2,91,81,172,0,0,163,163,164,2,1,10,2 -129,159,0,0,0.002936858,0,0,0,65,0.4,11,6.8,15,153,168,0,0,163,162,164,0,1,10,2 -130,158,0,0,0,0,0,0,54,0.6,34,8,93,77,170,3,0,165,163,165,2,1,1,1 -131,158,0,0,0,0,0,0,55,0.5,38,5.8,15,156,171,0,0,165,164,166,0,0,1,1 -132,158,0,0,0,0,0,0,56,0.6,31,8.6,92,77,169,1,0,165,162,164,2,1,1,1 -133,158,0,0,0,0,0,0,57,0.5,58,4.3,11,159,170,0,0,165,165,166,0,0,1,1 -134,159,0.000834028,0,0.008340284,0,0,0,61,0.4,8,8.6,44,133,177,4,0,165,164,166,1,1,1,1 -135,159,0.001589825,0,0.009538951,0,0,0,58,0.5,0,7.9,44,133,177,4,0,163,164,166,2,1,1,1 -136,159,0,0,0.008064516,0,0,0,66,0.4,13,8.5,24,149,173,0,0,165,164,166,0,1,10,2 -137,159,0.001587302,0,0.00952381,0,0,0,58,0.5,0,7.8,44,133,177,4,0,163,164,165,2,1,1,1 -138,159,0,0,0.008517888,0,0,0,66,0.4,16,7.2,23,147,170,0,0,165,164,166,0,1,10,2 -139,159,0.000834028,0,0.007506255,0,0,0,57,0.5,8,9.1,40,148,188,0,0,167,169,170,5,0,5,2 -140,159,0.001545595,0,0.00927357,0,0,0,58,0.5,13,8,42,146,188,2,0,167,172,174,8,0,5,2 -141,159,0,0,0.005681818,0,0,0,57,0.5,0,8.1,22,155,177,1,0,170,167,168,2,0,1,1 -142,154,0.002502085,0,0.001668057,0.000834028,0,0,44,2,0,26.3,147,50,197,10,10,153,158,162,27,1,2,1 -143,154,0,0,0.00173913,0,0,0,48,0.9,0,12.7,90,93,183,4,0,167,161,163,8,1,5,2 -144,154,0.002945508,0,0.002945508,0,0,0,44,2,0,35.7,147,50,197,8,5,153,155,157,23,1,2,1 -145,143,0.00500417,0,0.002502085,0,0,0,50,1.2,7,16.9,121,57,178,10,0,146,147,148,10,1,2,1 -146,143,0.007824726,0,0.001564945,0,0,0,50,0.9,0,4.4,106,72,178,5,0,147,150,149,6,1,2,1 -147,143,0.00143472,0,0.00143472,0,0,0,51,1.1,10,18,100,72,172,8,1,147,146,147,4,1,1,1 -148,149,0.001668057,0,0.002502085,0,0,0,51,1,8,18.8,99,71,170,4,0,151,153,154,7,1,2,1 -149,149,0.002985075,0,0,0,0,0,51,0.9,9,10.6,94,77,171,4,1,153,154,154,5,1,2,1 -150,148,0.002364066,0,0.005910165,0,0,0,54,0.7,15,9,52,115,167,7,1,153,152,154,3,1,2,1 -151,148,0,0,0.003395586,0,0,0,57,0.5,20,9.6,48,115,163,5,0,153,152,153,1,1,1,1 -152,148,0,0,0.004065041,0,0,0,55,0.6,13,10.4,46,115,161,5,0,151,152,153,1,1,1,1 -153,140,0.00605449,0.001009082,0.004036327,0.001009082,0,0,41,1.7,0,8.3,121,52,173,12,1,159,149,154,30,1,4,1 -154,125,0.0041841,0,0.005578801,0,0,0,31,1.3,0,11.3,85,114,199,3,0,126,131,132,9,-1,2,1 -155,125,0,0,0.007518797,0,0,0,34,1.1,0,14.6,85,114,199,4,0,126,127,128,3,-1,1,1 -156,123,0.00219539,0,0.005488474,0,0,0,38,0.9,14,8.8,39,113,152,2,0,126,128,128,4,0,2,1 -157,123,0.001455604,0,0.005822416,0,0,0,39,0.8,12,8.9,28,113,141,2,0,126,126,127,1,0,1,1 -158,123,0.0016,0,0.0064,0,0,0,38,0.9,13,8,24,117,141,1,0,126,127,128,1,0,1,1 -159,123,0.006672227,0,0.005838198,0,0,0,34,0.9,11,3.3,31,116,147,1,0,126,128,128,3,-1,2,1 -160,123,0.007032349,0,0.005625879,0,0,0,33,0.9,6,3.4,33,116,149,2,0,126,128,128,3,0,2,1 -161,123,0.005649718,0,0.005649718,0,0,0,36,0.9,16,3.7,34,115,149,1,0,126,127,127,3,-1,2,1 -162,123,0.005235602,0,0.006980803,0,0,0,35,0.9,13,3.2,33,116,149,1,0,126,128,127,3,-1,2,1 -163,122,0.003968254,0,0.005952381,0.000992063,0,0,32,1.2,10,8.9,81,67,148,2,0,125,124,126,8,1,2,1 -164,122,0.004597701,0,0.005747126,0,0,0,32,1.1,12,8.4,65,83,148,2,1,125,125,126,4,0,2,1 -165,122,0.004322767,0,0.004322767,0,0,0,31,1.2,10,8.2,57,86,143,4,0,125,125,126,3,1,2,1 -166,134,0.002502085,0.007506255,0.000834028,0.000834028,0,0,56,3.2,0,41.8,130,54,184,1,0,138,135,139,25,0,2,1 -167,134,0.00281294,0.007032349,0.00140647,0,0,0,53,3.7,0,50.7,130,54,184,1,0,136,135,139,25,0,2,1 -168,134,0.001668057,0.004170142,0.001668057,0,0,0,67,1.5,3,25.8,138,54,192,2,0,136,136,137,7,0,2,1 -169,134,0.002898551,0.007246377,0.001449275,0,0,0,67,1.2,0,15.9,124,68,192,6,0,138,136,137,6,0,2,1 -170,116,0.001367989,0,0.002735978,0,0,0,46,0.7,39,5.5,44,91,135,4,0,120,120,122,1,1,1,1 -171,116,0,0,0.004178273,0.001392758,0,0,43,0.8,25,5.6,72,56,128,6,0,120,118,121,3,1,1,1 -172,116,0,0,0.004878049,0,0,0,48,0.6,26,5.5,12,114,126,1,0,120,120,122,0,0,1,1 -173,119,0.001404494,0,0.004213483,0.001404494,0,0,29,1.3,2,10.6,89,77,166,3,1,121,121,123,4,0,1,1 -174,119,0.001636661,0,0.003273322,0,0,0,30,1.3,2,11.6,89,77,166,3,2,121,122,123,3,0,1,1 -175,119,0.001893939,0,0.003787879,0,0,0,31,1.3,3,11.3,89,77,166,6,0,121,122,123,2,0,1,1 -176,119,0.004934211,0,0.004934211,0,0,0,31,1.4,0,10.7,134,58,192,7,0,127,127,127,7,0,2,1 -177,119,0,0,0.003460208,0,0,0,34,1.1,0,14,92,58,150,4,0,127,125,128,3,1,1,1 -178,119,0.007744434,0,0.004840271,0.000968054,0,0,30,1.8,0,10,129,69,198,9,0,132,132,135,20,0,2,1 -179,119,0.00255102,0,0.007653061,0.00255102,0,0,26,1.5,0,14.1,56,88,144,3,0,127,122,125,8,0,1,1 -180,121,0.011217949,0,0.003205128,0,0,0,33,1.9,0,6.5,139,59,198,11,0,142,137,140,18,0,2,1 -181,120,0.009433962,0,0.007075472,0,0,0,27,2,0,14.3,127,71,198,10,1,127,130,132,12,0,2,1 -182,138,0.017241379,0,0.00530504,0,0,0,35,5.3,0,4.5,148,52,200,11,2,146,157,161,72,1,4,1 -183,131,0,0,0,0.007518797,0,0,37,1.9,0,3.2,90,58,148,4,1,127,121,126,21,1,7,1 -184,132,0,0,0.006116208,0.00764526,0,0,38,2.6,0,10.6,128,51,179,7,1,133,125,130,25,0,7,1 -185,132,0.012562814,0,0.002512563,0.002512563,0,0,31,4.8,0,5.4,147,52,199,9,1,133,154,163,137,1,4,1 -186,132,0.004170142,0,0.007506255,0.005838198,0,0,36,3.4,0,15.3,145,53,198,6,2,133,136,134,65,0,6,1 -187,132,0,0,0.005263158,0,0,0,49,2,0,23.3,89,62,151,5,0,133,133,135,8,1,3,1 -188,138,0.00127551,0,0.003826531,0,0,0,43,1.1,20,11.3,44,129,173,8,2,162,155,159,8,1,5,2 -189,138,0.002209945,0,0.005524862,0,0,0,43,1,19,11.6,44,129,173,8,2,162,155,159,9,0,5,2 -190,138,0.006134969,0,0.00408998,0,0,0,32,1.3,0,9,60,119,179,2,0,158,152,155,8,0,2,1 -191,138,0,0,0.003963012,0,0,0,45,1,20,12.3,99,81,180,8,2,162,156,159,8,1,5,2 -192,144,0.001084599,0,0.004338395,0,0,0,44,0.8,2,11.9,33,135,168,4,0,162,157,160,5,1,5,2 -193,144,0.001730104,0,0.003460208,0,0,0,49,0.7,3,9.8,44,140,184,3,0,162,158,162,4,0,5,2 -194,144,0.001215067,0,0.004860267,0,0,0,46,0.8,2,11.5,31,138,169,3,0,162,158,161,5,1,5,2 -195,150,0,0,0.006355932,0,0,0,56,0.5,19,7.9,19,148,167,2,0,153,157,158,3,0,5,2 -196,150,0,0,0.007042254,0,0,0,54,0.5,13,7.7,16,147,163,2,0,153,155,157,2,0,1,1 -197,150,0,0,0.004893964,0,0,0,57,0.5,19,7.7,20,147,167,3,0,165,157,159,7,0,5,2 -198,145,0,0,0.002347418,0,0,0,49,0.6,3,11.6,27,140,167,0,0,159,156,158,3,1,5,2 -199,145,0.003305785,0,0.001652893,0,0,0,49,0.6,0,7,26,145,171,1,0,154,157,158,4,0,2,1 -200,120,0,0.013344454,0,0.000834028,0,0,53,0.7,7,12.2,77,56,133,6,0,123,121,123,3,1,1,1 -201,120,0,0.012704174,0,0,0,0,51,0.8,0,14.8,77,56,133,5,0,123,122,124,2,1,3,1 -202,120,0,0.016393443,0,0,0,0,56,0.5,12,8.5,30,103,133,2,0,120,121,122,1,0,1,1 -203,120,0,0.007707129,0,0,0,0,54,0.6,12,8.6,24,109,133,0,1,123,122,124,1,0,1,1 -204,120,0,0.014814815,0,0,0,0,57,0.6,0,9.5,21,112,133,0,0,125,123,124,1,0,1,1 -205,120,0,0.007556675,0,0,0,0,51,0.7,15,7.4,21,109,130,1,1,123,121,123,0,0,1,1 -206,120,0,0.01026694,0,0,0,0,56,0.5,12,7.6,18,115,133,0,0,123,122,123,1,0,1,1 -207,120,0,0.022284123,0,0,0,0,55,0.9,0,15.1,77,58,135,5,0,123,123,124,5,1,3,1 -208,120,0,0.026315789,0,0,0,0,53,0.8,0,15.3,69,62,131,3,0,125,121,124,5,1,3,1 -209,124,0.004545455,0.015151515,0.001515152,0,0,0,46,0.8,0,7.5,52,90,142,4,0,129,130,131,2,1,2,1 -210,124,0,0.006968641,0,0,0,0,59,0.6,0,7.6,25,111,136,0,0,129,129,130,0,1,1,1 -211,125,0.007506255,0.01501251,0.000834028,0,0,0,48,0.8,0,4.9,63,82,145,9,0,133,132,133,3,1,2,1 -212,125,0.003194888,0.009584665,0,0,0,0,51,0.6,0,4.9,16,125,141,1,0,133,132,134,0,0,1,1 -213,125,0.00990099,0.00990099,0.001650165,0,0,0,50,0.9,0,2.5,118,57,175,8,0,133,132,133,4,0,2,1 -214,125,0.005263158,0.021052632,0,0,0,0,47,0.8,0,6.1,75,68,143,3,0,133,132,133,2,1,2,1 -215,127,0.001668057,0.005838198,0.000834028,0,0,0,61,0.5,3,10.6,83,62,145,4,0,129,131,132,4,1,2,1 -216,127,0.00331675,0.004975124,0.001658375,0,0,0,58,0.5,0,8.3,38,113,151,3,0,129,134,136,6,0,2,1 -217,127,0,0.005434783,0,0,0,0,63,0.5,4,11.3,89,62,151,4,0,129,128,130,1,1,10,2 -218,127,0,0.005424955,0,0,0,0,61,0.6,4,11.5,89,62,151,4,0,131,129,131,2,1,10,2 -219,127,0.00500417,0.007506255,0.000834028,0.000834028,0,0,54,1,5,15.6,83,63,146,9,1,140,135,138,14,1,2,1 -220,127,0.005905512,0.003937008,0,0,0,0,53,0.8,0,17.9,104,64,168,3,0,136,134,136,5,1,2,1 -221,129,0.002502085,0.015846539,0,0,0,0,52,0.7,0,11.5,80,68,148,10,0,133,134,134,3,1,2,1 -222,129,0,0.017716535,0,0,0,0,55,0.5,1,7.5,23,120,143,3,0,133,133,134,1,0,1,1 -223,129,0.002132196,0.012793177,0,0,0,0,47,0.9,0,17.3,104,52,156,6,0,133,133,134,4,1,3,1 -224,129,0.005586592,0.016759777,0,0,0,0,44,1,0,4.8,36,120,156,2,0,133,133,133,3,0,1,1 -225,129,0.002232143,0.015625,0,0,0,0,53,0.6,1,5.3,34,122,156,3,0,133,134,135,1,0,1,1 -226,129,0,0.018907563,0,0,0,0,56,0.5,1,7.4,23,120,143,3,0,133,133,134,1,0,1,1 -227,127,0.006672227,0.00500417,0,0,0,0,48,1.1,2,14,84,64,148,2,0,133,132,134,7,1,2,1 -228,127,0.005873715,0.004405286,0,0,0,0,48,1.1,0,14.9,84,64,148,2,0,127,132,134,11,1,2,1 -229,127,0.006379585,0.003189793,0,0,0,0,47,1.1,0,12.6,83,64,147,2,0,129,131,132,7,1,2,1 -230,123,0.002502085,0.003336113,0,0,0,0,52,0.8,2,15.4,90,50,140,7,0,129,128,130,4,1,2,1 -231,123,0.003478261,0.005217391,0,0,0,0,55,0.7,0,8.9,71,81,152,4,0,129,129,130,3,1,2,1 -232,123,0,0,0,0,0,0,50,0.8,7,13.8,74,63,137,2,0,129,127,129,2,1,1,1 -233,123,0.003649635,0.005474453,0,0,0,0,55,0.7,0,8.6,71,81,152,4,0,129,129,130,3,1,2,1 -234,123,0,0,0,0,0,0,49,0.8,7,13.8,74,63,137,2,0,129,127,129,2,1,1,1 -235,123,0,0,0,0,0,0,49,0.8,7,13.8,74,63,137,2,0,129,127,129,2,1,1,1 -236,121,0.003336113,0.005838198,0,0,0,0,56,0.6,2,10.5,77,62,139,3,0,127,128,129,3,1,2,1 -237,121,0.002666667,0.008,0,0,0,0,52,0.6,2,8,21,117,138,0,0,125,127,128,2,0,1,1 -238,121,0.004942339,0.003294893,0,0,0,0,58,0.5,4,7.4,22,117,139,0,0,125,128,129,3,0,2,1 -239,125,0,0.00500417,0.000834028,0,0,0,66,0.3,46,5.8,21,112,133,0,0,125,124,126,0,0,10,2 -240,125,0,0.005228758,0.00130719,0,0,0,67,0.3,57,4.9,14,115,129,1,0,125,124,126,0,1,10,2 -241,125,0,0.008908686,0,0,0,0,68,0.3,75,3.5,8,120,128,0,0,125,125,126,0,0,9,3 -242,125,0,0.005020921,0.00083682,0.00083682,0,0,70,0.4,29,7.1,81,52,133,5,0,125,123,125,2,1,10,2 -243,125,0,0.00443459,0.002217295,0,0,0,66,0.4,20,6.7,22,109,131,1,0,120,121,122,1,0,10,2 -244,123,0,0,0.001410437,0,0,0,67,0.6,27,12.6,110,50,160,7,0,125,123,125,2,1,10,2 -245,123,0,0,0,0,0,0,70,0.5,33,8.3,71,89,160,5,0,123,124,126,1,0,10,2 -246,128,0.007670182,0.005752637,0.003835091,0,0,0,43,1.9,0,18.7,124,60,184,10,0,133,137,138,16,0,2,1 -247,128,0.00661157,0,0.008264463,0,0,0,48,1,0,11.7,99,60,159,3,0,138,137,139,6,1,2,1 -248,151,0.005838198,0.006672227,0.001668057,0,0,0,56,0.5,23,3.8,37,141,178,3,0,157,160,160,4,0,2,1 -249,151,0.010115607,0.00867052,0.002890173,0,0,0,50,0.7,0,0.9,37,141,178,2,0,161,162,163,4,0,2,1 -250,151,0.001919386,0.003838772,0,0,0,0,64,0.4,40,4.6,27,141,168,2,0,157,156,158,1,0,10,2 -251,148,0.002597403,0.01038961,0.002597403,0,0,0,61,0.5,26,7.4,26,139,165,2,0,153,152,154,2,0,10,2 -252,130,0,0.009163803,0.005727377,0,0,0,67,0.5,22,14.3,84,72,156,12,0,143,140,143,4,1,5,2 -253,130,0.001668057,0.008340284,0.003336113,0,0,0,57,0.6,26,14.3,91,65,156,7,0,129,131,133,10,1,2,1 -254,130,0,0,0,0,0,0,53,0.6,51,5,19,114,133,2,0,120,122,122,3,-1,1,1 -255,130,0,0.008561644,0.001712329,0,0,0,51,0.6,37,9.1,30,114,144,3,0,120,125,126,8,-1,1,1 -256,127,0.00677392,0,0.00677392,0.00508044,0,0,14,3.3,0,6.3,124,67,191,8,0,129,125,130,45,0,6,1 -257,127,0.00623053,0,0.007788162,0.004672897,0,0,12,3.4,0,5.7,130,58,188,8,0,129,122,129,41,0,6,1 -258,127,0.006535948,0,0.004901961,0.006535948,0,0,16,3.4,0,0,138,53,191,11,0,153,124,130,136,0,6,1 -259,127,0.011560694,0,0.007707129,0.003853565,0,0,13,3.8,0,1.3,138,53,191,12,1,133,126,131,41,0,6,1 -260,127,0.004329004,0,0.012987013,0.004329004,0,0,13,3.2,0,10.1,98,61,159,3,2,129,124,129,35,1,6,1 -261,127,0,0,0.004573171,0,0,0,22,1.5,0,12.3,91,107,198,5,1,135,132,134,3,-1,1,1 -262,127,0,0,0.006038647,0,0,0,23,1.5,0,13.2,91,107,198,6,0,135,134,135,4,-1,1,1 -263,127,0,0,0.00625,0,0,0,24,1.7,0,15.8,91,107,198,9,0,135,136,138,7,-1,3,1 -264,127,0,0,0.006349206,0,0,0,22,1.7,0,15.5,91,107,198,6,0,135,134,137,6,-1,3,1 -265,127,0,0,0.005479452,0,0,0,21,1.7,0,12.4,37,114,151,4,0,128,130,131,2,0,1,1 -266,128,0,0,0.005838198,0,0,0,30,1.2,0,14.2,77,119,196,3,0,148,154,155,13,0,5,2 -267,124,0.008050089,0,0.004472272,0,0,0,46,1,0,9.3,92,63,155,6,0,133,133,134,7,1,2,1 -268,124,0.006420546,0,0.006420546,0,0,0,45,0.9,0,9.2,91,60,151,5,0,133,132,134,5,1,2,1 -269,126,0.006802721,0,0.003401361,0,0,0,48,0.7,0,6.4,37,118,155,2,0,133,135,135,6,0,2,1 -270,126,0.005235602,0,0.003490401,0,0,0,49,0.7,0,9.7,90,63,153,2,0,133,133,134,4,1,2,1 -271,124,0.01000834,0,0.006672227,0.000834028,0,0,34,1,0,3.1,42,106,148,1,0,126,130,130,7,0,2,1 -272,124,0.012658228,0,0.006329114,0,0,0,34,1,0,0.9,39,110,149,3,0,129,130,131,5,0,2,1 -273,123,0.001668057,0,0.000834028,0,0,0,41,1.1,14,13.4,87,58,145,11,1,127,126,127,4,1,2,1 -274,123,0,0,0,0,0,0,32,1.1,0,16.9,76,66,142,3,0,125,125,125,4,1,3,1 -275,123,0,0,0,0,0,0,44,0.8,34,6.3,82,59,141,4,0,127,126,128,0,1,1,1 -276,123,0.003490401,0,0.001745201,0,0,0,37,0.9,0,12.8,79,66,145,2,0,125,127,127,4,1,2,1 -277,123,0,0,0,0,0,0,41,0.9,23,10.6,83,59,142,4,0,127,125,127,2,1,1,1 -278,123,0.000834028,0,0.004170142,0,0,0,54,0.5,9,8.4,29,116,145,4,0,126,128,129,3,0,1,1 -279,123,0,0,0.002766252,0,0,0,50,0.5,8,7.6,21,116,137,1,0,126,126,127,1,0,1,1 -280,120,0.004170142,0,0.009174312,0.001668057,0,0,50,1.6,7,8.1,118,53,171,7,2,125,126,127,14,0,2,1 -281,120,0.004754358,0,0.009508716,0,0,0,56,0.9,13,8.7,130,55,185,10,0,125,128,130,8,0,2,1 -282,118,0.004784689,0,0.009569378,0.003189793,0,0,41,2.5,0,5.8,119,52,171,6,0,123,122,124,19,0,2,1 -283,133,0.001689189,0.010135135,0.002533784,0.001689189,0,0,46,1.1,0,15.4,69,95,164,5,0,139,135,138,9,0,6,1 -284,133,0,0.003367003,0,0,0,0,45,0.9,0,17.9,38,121,159,3,0,133,135,136,5,0,3,1 -285,128,0.006884682,0.003442341,0.003442341,0,0,0,44,1.1,0,7.6,58,112,170,6,0,137,136,137,5,0,2,1 -286,143,0,0.004170142,0,0,0,0,67,0.4,34,7.5,27,129,156,3,0,151,146,149,3,1,10,2 -287,143,0,0.001666667,0,0,0,0,74,0.3,54,4.9,23,131,154,3,0,151,150,151,0,1,10,2 -288,144,0,0.006525285,0,0,0,0,61,0.5,7,9.5,39,125,164,3,0,144,143,144,1,0,10,2 -289,144,0,0.009070295,0,0,0,0,58,0.6,1,8.8,39,125,164,3,0,143,142,144,1,0,1,1 -290,144,0,0.002252252,0,0,0,0,75,0.3,58,4,10,144,154,2,0,151,150,152,0,1,10,2 -291,144,0,0.005370569,0,0,0,0,65,0.4,21,8.6,27,129,156,2,0,150,146,148,3,1,10,2 -292,142,0,0.005838198,0,0,0,0,61,0.7,52,12.2,79,71,150,12,0,143,142,144,3,1,10,2 -293,142,0,0.012552301,0,0,0,0,51,1.2,5,19.7,119,56,175,12,0,141,141,143,5,1,1,1 -294,142,0,0.005128205,0,0,0,0,57,0.8,32,14.5,100,56,156,10,0,144,142,144,3,1,1,1 -295,146,0,0.013344454,0,0,0,0,66,0.5,38,12.8,114,74,188,6,0,147,146,148,2,0,10,2 -296,146,0,0.018255578,0,0,0,0,74,0.5,59,13.4,111,74,185,4,0,147,147,148,2,0,10,2 -297,148,0,0.01501251,0,0,0,0,74,0.2,78,3.6,14,139,153,0,0,148,148,149,0,0,9,3 -298,148,0,0.012091898,0,0,0,0,75,0.2,84,2.9,7,145,152,1,0,148,148,149,0,0,9,3 -299,148,0,0.019117647,0,0,0,0,70,0.3,71,3.8,14,139,153,1,0,150,148,150,0,1,9,3 -300,148,0,0.025104603,0,0,0,0,72,0.3,59,4.3,14,139,153,1,0,150,148,150,0,1,10,2 -301,144,0,0.011676397,0,0,0,0,75,0.2,52,5.6,16,136,152,1,0,145,144,146,0,0,10,2 -302,144,0,0.006493506,0,0,0,0,77,0.2,62,3.8,12,138,150,2,0,144,144,146,0,0,10,2 -303,144,0,0.020408163,0,0,0,0,71,0.3,24,6.8,19,133,152,1,0,145,144,146,0,0,10,2 -304,145,0,0.018348624,0,0,0,0,75,0.3,39,7.8,54,131,185,3,0,145,144,146,0,-1,10,2 -305,145,0,0.020249221,0,0,0,0,77,0.2,45,5.8,21,129,150,1,0,146,145,147,0,1,10,2 -306,145,0,0.020618557,0,0,0,0,74,0.3,30,8.5,54,131,185,2,0,145,144,146,1,-1,10,2 -307,145,0,0.020249221,0,0,0,0,77,0.2,45,5.8,21,129,150,1,0,146,145,147,0,1,10,2 -308,132,0,0.005136986,0,0,0,0,61,0.4,35,5.7,18,126,144,1,0,134,135,136,0,0,10,2 -309,141,0,0.006972112,0,0,0,0,71,0.4,67,10.8,78,69,147,2,0,144,142,144,2,1,10,2 -310,141,0,0.002597403,0,0,0,0,77,0.3,72,3.2,9,138,147,1,0,144,143,145,0,1,9,3 -311,146,0,0.005591799,0,0,0,0,69,0.5,45,11,42,117,159,6,0,153,150,152,3,1,10,2 -312,146,0,0.004366812,0,0,0,0,76,0.3,58,4.4,18,135,153,2,0,150,149,151,0,1,10,2 -313,146,0,0.006726457,0,0,0,0,65,0.5,32,9.5,33,133,166,4,0,153,151,154,1,0,10,2 -314,146,0,0.014178482,0,0,0,0,72,0.3,41,6.9,35,120,155,4,0,147,146,148,0,1,10,2 -315,146,0,0.006012024,0,0,0,0,77,0.3,61,5.7,29,120,149,4,0,147,146,147,0,1,10,2 -316,146,0,0.020558003,0,0,0,0,68,0.3,23,7.2,20,136,156,1,0,147,147,148,1,0,10,2 -317,150,0,0.021684737,0,0,0,0,74,0.3,56,6.4,25,131,156,4,0,150,150,151,0,1,10,2 -318,150,0,0.024509804,0,0,0,0,79,0.2,84,2.8,5,147,152,1,0,150,149,151,0,0,9,3 -319,144,0,0.021684737,0,0,0,0,74,0.3,56,6.4,25,131,156,4,0,150,150,151,0,1,10,2 -320,150,0,0.024096386,0,0,0,0,79,0.2,84,2.8,5,147,152,1,0,150,149,151,0,0,9,3 -321,150,0,0.028301887,0,0,0,0,71,0.4,18,7.9,17,139,156,0,0,151,151,152,0,1,9,3 -322,150,0,0.015625,0,0,0,0,73,0.3,44,7.3,26,128,154,3,0,150,149,151,0,1,10,2 -323,135,0,0.000834028,0,0,0,0,56,1,39,16.4,89,67,156,8,0,143,140,142,6,1,5,2 -324,135,0,0,0,0,0,0,62,0.5,71,6.9,97,71,168,3,0,143,142,144,1,1,9,3 -325,135,0,0,0,0,0,0,62,0.5,71,6.9,97,71,168,3,0,143,142,144,1,1,9,3 -326,135,0.001668057,0.01501251,0,0,0,0,54,1,10,16.7,132,66,198,10,0,150,143,146,12,0,5,2 -327,144,0,0.018541409,0,0,0,0,76,0.4,61,10.6,81,71,152,3,0,145,144,146,2,1,10,2 -328,144,0,0.024213075,0,0,0,0,75,0.3,67,4.2,16,136,152,2,0,145,146,147,0,0,10,2 -329,146,0,0,0,0,0,0,84,0.2,81,2.9,10,140,150,1,0,146,145,147,0,0,9,3 -330,146,0,0.005802708,0,0,0,0,77,0.2,42,4.6,12,137,149,1,0,142,142,143,0,0,10,2 -331,146,0,0.003541913,0,0,0,0,78,0.2,57,4.3,12,137,149,1,0,144,143,145,0,0,10,2 -332,146,0,0.003921569,0,0,0,0,79,0.2,56,4.3,12,137,149,1,0,144,143,145,0,0,10,2 -333,146,0,0.009036145,0,0,0,0,77,0.3,20,4.8,12,137,149,0,0,142,143,145,0,0,10,2 -334,144,0,0.018541409,0,0,0,0,76,0.4,61,10.6,81,71,152,3,0,145,144,146,2,1,10,2 -335,144,0,0.010619469,0,0,0,0,79,0.3,77,7.9,80,71,151,2,0,145,144,146,1,1,9,3 -336,146,0,0.002502085,0,0,0,0,81,0.2,67,3.9,13,137,150,1,0,146,144,146,1,0,9,3 -337,137,0,0.015846539,0,0,0,0,64,0.5,12,10.9,85,68,153,2,0,143,142,143,3,1,10,2 -338,137,0,0.019157088,0,0,0,0,64,0.4,12,8.6,22,131,153,1,0,145,143,145,1,0,10,2 -339,137,0,0.021276596,0,0,0,0,65,0.4,11,8.1,20,133,153,1,0,145,144,146,1,0,10,2 -340,133,0,0,0,0,0,0,73,0.2,88,3.3,8,131,139,1,0,133,134,135,0,0,9,3 -341,133,0,0,0,0,0,0,75,0.2,91,2.9,7,131,138,1,0,133,134,135,0,0,9,3 -342,133,0,0,0,0,0,0,73,0.3,78,3.6,8,131,139,1,0,134,134,135,0,0,9,3 -343,133,0,0,0,0,0,0,73,0.3,84,3.5,8,131,139,1,0,134,134,135,0,0,9,3 -344,139,0,0.00500417,0,0,0,0,75,0.4,47,9.2,79,66,145,6,0,140,139,141,2,1,10,2 -345,139,0,0.001672241,0,0,0,0,77,0.2,41,5.3,17,128,145,1,1,142,141,143,0,1,10,2 -346,139,0,0.006593407,0,0,0,0,78,0.2,59,4.2,11,133,144,1,0,140,139,141,0,0,10,2 -347,139,0,0.007211538,0,0,0,0,77,0.2,55,4.3,11,133,144,1,0,140,139,141,0,0,10,2 -348,139,0,0.002785515,0,0,0,0,76,0.3,12,6.1,17,128,145,1,1,140,140,141,0,1,10,2 -349,141,0,0.01000834,0.000834028,0,0,0,78,0.2,61,4.7,13,133,146,1,0,143,141,143,0,1,10,2 -350,141,0,0.018828452,0.00209205,0,0,0,78,0.2,49,4.8,10,136,146,1,0,142,141,143,0,0,10,2 -351,141,0,0.007843137,0,0,0,0,75,0.3,49,4.6,9,136,145,1,0,143,141,143,0,1,10,2 -352,140,0,0.019448947,0,0,0,0,77,0.2,82,3.7,8,136,144,1,0,141,140,142,0,0,9,3 -353,140,0,0.022044088,0,0,0,0,78,0.2,86,3.4,8,136,144,1,0,141,140,141,0,0,9,3 -354,140,0,0.00177305,0,0,0,0,69,0.3,21,8.3,22,129,151,2,0,141,141,142,1,0,10,2 -355,140,0,0.005830904,0,0.002915452,0,0,67,0.4,25,7.1,25,122,147,1,0,142,138,141,4,1,10,2 -356,140,0,0.007029877,0,0.005272408,0,0,61,0.9,16,12.4,129,64,193,9,1,142,138,141,11,0,7,2 -357,130,0,0.009009009,0,0,0,0,59,0.5,15,9.8,53,95,148,4,0,142,138,142,4,1,5,2 -358,130,0.002132196,0.008528785,0,0,0,0,46,1.2,0,16.2,95,60,155,8,0,136,133,135,8,1,1,1 -359,133,0,0.009174312,0.002502085,0,0,0,60,0.5,14,11.4,80,68,148,4,0,137,136,138,2,1,10,2 -360,133,0,0.008908686,0.002227171,0,0,0,54,0.6,0,13.6,80,68,148,2,0,137,138,139,2,1,1,1 -361,133,0,0.00887574,0.00295858,0,0,0,64,0.4,25,6.4,15,129,144,2,0,136,135,137,0,0,10,2 -362,133,0,0.011428571,0.003809524,0,0,0,69,0.3,29,5.6,12,129,141,1,0,137,135,137,0,0,10,2 -363,135,0,0.012510425,0.001668057,0,0,0,67,0.3,67,5.5,28,116,144,4,0,136,135,137,0,1,10,2 -364,135,0,0.013303769,0.001108647,0,0,0,69,0.3,78,3.9,9,132,141,1,0,136,136,137,0,0,9,3 -365,135,0,0.015544041,0.001727116,0,0,0,70,0.3,84,3.5,9,132,141,1,0,136,136,137,0,0,9,3 -366,135,0,0.006430868,0.003215434,0,0,0,61,0.5,21,9.5,36,108,144,5,0,138,135,137,3,1,10,2 -367,135,0,0.018648019,0.002331002,0,0,0,63,0.4,60,4,8,133,141,1,0,136,136,137,0,0,10,2 -368,135,0,0.012605042,0.00210084,0,0,0,65,0.4,68,5,25,116,141,3,0,136,135,137,0,1,10,2 -369,133,0,0.008241758,0.002747253,0,0,0,61,0.5,4,7.8,16,128,144,1,0,135,135,136,0,0,10,2 -370,138,0,0.007506255,0.000834028,0.001668057,0,0,64,0.4,30,7,41,118,159,2,0,144,143,145,5,0,10,2 -371,138,0,0.001612903,0,0,0,0,68,0.3,21,7.2,22,128,150,1,0,144,142,144,1,1,10,2 -372,138,0,0.009324009,0.002331002,0.002331002,0,0,55,0.7,0,9.3,48,103,151,4,0,144,140,143,5,1,1,1 -373,138,0,0.012012012,0.001501502,0.001501502,0,0,60,0.5,32,6.8,56,103,159,4,0,151,144,145,9,1,10,2 -374,138,0,0.001412429,0,0.001412429,0,0,66,0.4,20,6.8,33,117,150,2,0,144,141,144,2,1,10,2 -375,138,0,0.009310987,0.001862197,0.001862197,0,0,60,0.5,9,8.7,47,103,150,3,0,144,140,144,4,1,10,2 -376,141,0,0.0171875,0.0015625,0.0015625,0,0,60,0.4,41,5.6,38,121,159,3,0,154,149,154,8,1,5,2 -377,141,0.00500417,0.023352794,0.001668057,0.000834028,0,0,53,1,28,5.2,123,57,180,13,0,154,149,154,10,1,5,2 -378,141,0.009469697,0.022727273,0,0,0,0,46,1.1,2,2.9,114,58,172,7,0,154,149,152,8,1,2,1 -379,141,0.001340483,0.020107239,0.001340483,0.001340483,0,0,59,0.5,38,6.1,38,121,159,3,0,154,149,154,8,1,5,2 -380,141,0.001246883,0.019950125,0.001246883,0.001246883,0,0,56,0.5,17,7.4,51,121,172,4,0,154,148,152,7,0,5,2 -381,141,0.008,0.024,0.0016,0.0016,0,0,50,0.9,1,4.3,114,58,172,7,0,148,147,151,7,1,2,1 -382,129,0.009174312,0.035029191,0.002502085,0,0,0,41,1.1,0,2.9,135,65,200,4,1,133,147,142,60,0,4,1 -383,131,0.012195122,0.054200542,0.002710027,0,0,0,37,1.4,0,3.7,135,65,200,5,1,139,154,148,70,0,4,1 -384,131,0.005934718,0.029673591,0,0,0,0,44,0.8,0,4.6,65,125,190,1,0,137,146,140,38,-1,2,1 -385,133,0.004504505,0.004504505,0,0,0,0,48,0.7,0,6.3,28,125,153,1,0,135,137,137,2,0,1,1 -386,129,0.008653846,0.048076923,0.002884615,0.000961538,0,0,36,1.5,0,17.9,134,61,195,11,2,186,154,147,157,0,4,1 -387,129,0.011312217,0.088235294,0.004524887,0,0,0,36,1.5,0,0,99,99,198,3,1,186,163,169,106,1,4,1 -388,129,0.010989011,0.03021978,0.002747253,0,0,0,37,1.2,0,8.6,102,93,195,8,0,187,157,153,137,0,4,1 -389,129,0.006060606,0.006060606,0,0,0,0,39,1.1,0,11.7,105,55,160,3,2,127,136,137,21,1,2,1 -390,129,0.008264463,0.053719008,0.002066116,0,0,0,37,1.3,0,12.1,140,55,195,7,4,186,151,144,177,0,2,1 -391,129,0.009819967,0.042553191,0.003273322,0,0,0,36,1.4,0,9.4,140,55,195,5,3,143,148,143,52,0,2,1 -392,143,0,0,0.000834028,0,0,0,59,0.5,29,9.8,37,120,157,5,1,146,146,147,2,1,1,1 -393,143,0,0,0,0,0,0,70,0.3,49,5.3,13,137,150,1,0,146,144,146,0,0,10,2 -394,143,0,0,0.001841621,0,0,0,46,0.9,0,11.8,116,68,184,5,1,150,147,149,4,1,1,1 -395,143,0,0,0.001342282,0,0,0,56,0.6,12,12.2,116,68,184,5,1,145,145,147,3,1,1,1 -396,143,0,0,0.001068376,0,0,0,63,0.5,35,9.9,37,120,157,5,1,146,145,146,2,1,10,2 -397,143,0,0,0.001540832,0,0,0,51,0.8,9,13.1,116,68,184,6,1,145,147,148,3,1,1,1 -398,148,0,0,0,0,0,0,65,0.4,20,6.7,21,141,162,1,0,157,155,157,1,1,10,2 -399,148,0,0,0,0,0,0,65,0.4,21,6.5,17,145,162,0,0,156,155,157,0,0,10,2 -400,150,0.001550388,0,0,0.003100775,0,0,47,1.4,10,12.1,145,52,197,8,0,159,154,157,13,1,7,2 -401,150,0,0,0,0,0,0,53,0.5,62,4.5,14,151,165,0,0,161,159,161,1,0,10,2 -402,150,0,0,0,0.002673797,0,0,47,1.1,15,7.1,136,61,197,5,0,159,154,157,8,1,1,1 -403,151,0,0,0,0,0,0,48,0.6,68,4,8,154,162,0,0,159,158,160,0,0,10,2 -404,151,0,0,0,0,0,0,47,0.7,70,3.9,8,154,162,0,0,159,158,160,0,0,9,3 -405,150,0,0,0,0.002502085,0,0,73,0.9,47,4.8,148,51,199,8,0,154,150,155,29,1,7,2 -406,150,0,0,0,0.004716981,0,0,70,1.4,48,4.4,149,51,200,10,0,154,147,155,54,1,7,2 -407,150,0,0,0,0,0,0,78,0.2,51,4.8,11,146,157,1,0,154,153,155,0,1,10,2 -408,150,0,0,0,0,0,0,76,0.3,31,5.4,11,146,157,1,0,154,153,155,0,1,10,2 -409,150,0,0,0,0.001215067,0,0,76,0.2,43,5.2,35,123,158,1,0,154,153,155,1,1,10,2 -410,150,0,0,0,0,0,0,78,0.2,50,4.8,12,146,158,0,0,154,154,155,0,1,10,2 -411,147,0,0,0.000834028,0,0,0,66,0.4,16,7.4,80,74,154,1,0,148,146,148,1,1,10,2 -412,147,0,0,0.001594896,0.001594896,0,0,71,0.3,17,5.8,15,139,154,0,0,143,145,146,1,0,10,2 -413,147,0,0,0,0,0,0,60,0.4,12,5.5,10,144,154,0,0,150,149,150,0,0,10,2 -414,147,0,0,0,0,0,0,63,0.4,12,8.1,80,74,154,1,0,148,147,149,1,1,1,1 -415,135,0.001890359,0,0.00094518,0,0,0,59,0.6,4,9.3,118,70,188,3,0,140,140,141,3,0,1,1 -416,135,0,0,0,0,0,0,55,0.6,0,7.4,21,131,152,2,0,135,139,141,4,0,1,1 -417,135,0.002415459,0,0,0,0,0,63,0.5,8,5.4,33,133,166,1,0,141,142,143,1,-1,10,2 -418,137,0.000834028,0,0.000834028,0,0,0,68,0.4,47,5.8,65,135,200,3,0,143,143,144,1,-1,10,2 -419,137,0,0,0,0,0,0,74,0.3,71,4,13,135,148,1,0,140,141,142,1,0,9,3 -420,137,0.001572327,0,0.001572327,0,0,0,63,0.5,9,7.8,75,125,200,4,0,146,144,146,2,-1,10,2 -421,137,0.00120048,0,0,0,0,0,70,0.4,48,4.7,66,134,200,3,0,140,142,143,3,-1,10,2 -422,143,0,0,0.003336113,0,0,0,65,0.6,14,13.3,38,120,158,5,0,145,145,146,2,0,10,2 -423,143,0,0,0.003159558,0,0,0,64,0.6,26,11.6,85,73,158,7,1,146,145,147,2,1,10,2 -424,143,0,0,0.002487562,0,0,0,65,0.5,0,9.2,23,129,152,2,1,143,143,145,1,0,10,2 -425,143,0,0,0.00212766,0,0,0,65,0.6,7,12.9,29,129,158,4,1,150,145,146,5,0,10,2 -426,156,0,0.002252252,0.004504505,0,0,0,53,0.6,6,10.8,27,141,168,2,1,163,159,161,2,1,1,1 -427,156,0,0.00128866,0.005154639,0,0,0,53,0.8,3,19.7,91,102,193,3,0,161,159,161,3,0,1,1 -428,120,0.012510425,0.005838198,0.002502085,0,0,0,40,1.3,0,7.1,89,68,157,5,1,133,134,136,9,1,2,1 -429,121,0.011695906,0.00877193,0.001461988,0,0,0,39,1.3,0,6.6,98,102,200,7,1,133,131,132,8,-1,2,1 -430,121,0.011312217,0.00678733,0.001131222,0,0,0,39,1.3,0,6.9,132,68,200,8,1,133,132,134,8,0,2,1 -431,121,0.011387164,0.005175983,0.002070393,0,0,0,39,1.2,0,7.5,86,68,154,7,1,133,133,135,8,1,2,1 -432,125,0.008340284,0,0,0,0,0,41,1.2,0,11.4,63,98,161,4,0,138,135,137,6,0,2,1 -433,125,0.011188811,0,0,0,0,0,37,1.6,0,12.2,126,68,194,3,1,127,133,134,12,0,2,1 -434,125,0.006973501,0,0,0,0,0,44,0.9,0,7.7,38,118,156,3,0,138,137,139,3,0,2,1 -435,151,0,0,0.005838198,0.005838198,0,0,63,1.3,21,8.2,150,50,200,8,3,156,149,156,44,1,7,2 -436,151,0,0,0.007692308,0.005128205,0,0,60,0.9,17,3.4,124,50,174,8,0,156,148,155,37,1,7,2 -437,151,0,0,0.005540166,0.005540166,0,0,64,1.1,26,3,150,50,200,11,2,156,150,156,38,1,7,2 -438,151,0,0,0.007822686,0.005215124,0,0,61,1.3,15,10.5,150,50,200,8,1,156,148,155,42,1,7,2 -439,151,0,0,0.006417112,0.004278075,0,0,57,2.6,16,28.4,149,51,200,12,8,156,150,157,56,1,7,2 -440,151,0,0,0.00618238,0.00618238,0,0,53,2.9,3,21.4,149,51,200,11,7,156,147,155,75,1,7,2 -441,142,0.000834028,0.002502085,0.000834028,0.001668057,0,0,55,1.3,10,15.5,115,52,167,12,3,148,143,147,17,1,7,1 -442,142,0.001136364,0.003409091,0.001136364,0.002272727,0,0,55,1.3,10,10,115,52,167,15,3,148,142,147,20,1,7,1 -443,144,0,0.003336113,0,0.000834028,0,0,60,0.6,7,8.5,110,57,167,3,0,144,149,149,10,1,5,2 -444,144,0,0.002624672,0,0,0,0,61,0.4,8,6.7,16,140,156,0,0,148,147,149,0,0,10,2 -445,144,0,0.002824859,0,0,0,0,58,0.5,5,7.8,26,141,167,1,0,147,151,151,6,-1,5,2 -446,142,0,0.003821656,0,0,0,0,68,0.3,39,6.7,15,136,151,1,0,142,142,143,0,0,10,2 -447,142,0,0.005859375,0,0,0,0,69,0.3,39,6.5,14,137,151,1,0,142,142,143,0,0,10,2 -448,142,0,0.004225352,0,0,0,0,68,0.3,38,6.7,15,136,151,1,0,142,142,143,0,0,10,2 -449,135,0.004170142,0.003336113,0,0,0,0,59,0.5,13,6.6,95,70,165,5,0,142,141,143,2,1,2,1 -450,135,0.001233046,0.002466091,0,0,0,0,58,0.6,15,8,95,70,165,5,0,139,140,141,2,1,1,1 -451,135,0,0.002967359,0,0,0,0,59,0.5,16,8.5,40,113,153,4,0,139,139,140,1,0,1,1 -452,135,0.007462687,0.002985075,0,0,0,0,58,0.6,3,3.9,95,70,165,5,0,142,143,144,2,1,2,1 -453,127,0.009587728,0.005752637,0.003835091,0,0,0,43,1.9,0,18.5,124,60,184,10,0,133,137,138,16,0,2,1 -454,133,0,0.002502085,0.001668057,0,0,0,55,0.5,16,9.2,22,125,147,1,0,137,136,137,1,0,1,1 -455,133,0,0.002554278,0.002554278,0,0,0,58,0.5,17,8.9,22,125,147,2,0,136,136,137,1,0,1,1 -456,133,0,0.004431315,0.001477105,0,0,0,53,0.6,13,9.9,22,125,147,2,0,137,136,137,1,0,1,1 -457,131,0.007017544,0.05380117,0.004678363,0.001169591,0,0,34,2.2,0,19,107,52,159,2,0,133,135,137,22,1,2,1 -458,141,0.005838198,0,0.000834028,0,0,0,42,1.8,0,15.5,116,70,186,8,1,153,151,152,14,1,2,1 -459,141,0.003821656,0,0,0,0,0,45,1.1,0,16.1,100,70,170,1,0,153,151,152,7,1,2,1 -460,141,0.007532957,0,0.001883239,0,0,0,46,0.8,4,10.2,98,69,167,3,0,143,146,146,6,1,2,1 -461,120,0.002502085,0.001668057,0.001668057,0,0,0,62,0.4,13,7.9,35,106,141,2,0,120,122,122,3,0,2,1 -462,120,0,0.0016,0,0,0,0,69,0.3,21,7,19,114,133,2,0,120,120,121,0,-1,10,2 -463,120,0.004477612,0.001492537,0.002985075,0,0,0,56,0.5,0,8.8,35,106,141,1,0,125,125,126,3,0,2,1 -464,120,0.005838198,0.000834028,0.000834028,0,0,0,51,1.3,3,11.1,113,59,172,16,1,117,127,129,23,0,2,1 -465,120,0.003003003,0,0.001501502,0,0,0,53,0.8,3,10.1,93,71,164,7,0,117,127,128,21,0,2,1 -466,144,0,0.001668057,0.000834028,0.000834028,0,0,78,0.6,23,11,126,74,200,5,0,146,145,147,3,0,10,2 -467,144,0,0.001464129,0.001464129,0,0,0,83,0.3,31,5.8,38,132,170,2,0,144,144,145,0,-1,9,3 -468,144,0,0.001724138,0.001724138,0,0,0,84,0.3,31,5.7,38,132,170,2,0,144,143,145,0,-1,9,3 -469,144,0,0.001642036,0.001642036,0,0,0,84,0.3,34,5.5,38,132,170,2,0,144,143,145,0,-1,9,3 -470,151,0,0.001668057,0,0,0,0,81,0.4,28,6.6,34,130,164,2,0,152,152,153,1,0,9,3 -471,151,0,0.002047083,0,0,0,0,81,0.4,29,6.4,30,130,160,2,0,152,151,153,1,1,9,3 -472,150,0,0.003577818,0,0,0,0,82,0.4,38,5.2,12,148,160,0,0,152,154,155,1,0,9,3 -473,150,0,0,0.001390821,0,0,0,81,0.4,17,7.1,44,130,174,2,0,152,150,151,1,0,9,3 -474,150,0,0.003336113,0,0,0,0,80,0.4,24,8.5,52,124,176,1,0,150,152,153,2,0,9,3 -475,150,0,0.001340483,0,0,0,0,84,0.3,32,6.2,20,136,156,0,0,150,150,151,1,1,9,3 -476,150,0,0.002040816,0,0,0,0,84,0.3,37,5.2,16,140,156,0,0,150,150,151,0,0,9,3 -477,145,0,0,0.000834028,0.000834028,0,0,62,0.5,8,10.1,87,70,157,1,1,148,145,148,4,1,10,2 -478,145,0,0,0,0,0,0,66,0.4,9,7.7,22,135,157,1,0,148,148,149,0,0,10,2 -479,145,0,0,0.001142857,0.001142857,0,0,60,0.5,5,7.5,46,111,157,1,1,148,146,148,4,1,10,2 -480,145,0,0,0,0.001686341,0,0,57,0.5,0,7.3,46,111,157,1,1,150,146,149,6,1,1,1 -481,140,0,0,0.001488095,0,0,0,60,0.8,32,11.2,120,79,199,9,0,141,141,142,3,0,10,2 -482,140,0,0,0,0,0,0,64,0.5,37,7.6,76,84,160,5,0,141,140,142,1,1,10,2 -483,139,0.001841621,0.007366483,0,0,0,0,55,0.8,8,8.9,63,127,190,7,1,144,146,147,4,-1,5,2 -484,139,0.00140647,0.011251758,0,0,0,0,54,0.9,3,9.4,121,55,176,6,1,154,147,148,9,1,5,2 -485,143,0,0.001668057,0.000834028,0,0,0,61,0.6,17,14.4,84,74,158,10,1,145,144,146,3,1,10,2 -486,143,0,0.001438849,0,0,0,0,64,0.4,19,6.5,17,137,154,2,0,144,144,145,0,0,10,2 -487,127,0.008340284,0.003336113,0,0.000834028,0,0,35,1.2,0,5.1,119,62,181,6,0,133,138,134,27,0,2,1 -488,127,0.009077156,0.004538578,0,0,0,0,35,1.2,0,3.1,120,62,182,6,0,133,139,135,26,0,2,1 -489,127,0.00621118,0,0,0.001552795,0,0,33,1.3,0,6.9,96,79,175,4,0,129,135,133,27,0,2,1 -490,127,0.010067114,0.003355705,0,0,0,0,34,1.2,0,3.6,119,62,181,6,0,133,139,135,26,0,2,1 -491,120,0.010842369,0.058381985,0.000834028,0,0,0,35,2.4,0,11.4,121,55,176,10,0,167,149,157,72,1,4,1 -492,120,0.011235955,0.052434457,0,0,0,0,33,2.7,0,10.4,142,51,193,9,0,167,148,156,76,1,4,1 -493,120,0.012379642,0.085281981,0.001375516,0,0,0,36,2.1,0,0.9,140,53,193,13,0,167,151,158,56,1,4,1 -494,120,0.009104704,0.091047041,0.001517451,0,0,0,36,1.8,0,10.9,124,53,177,6,0,163,152,160,42,1,4,1 -495,127,0.013745704,0.026345934,0.002290951,0,0,0,35,2.2,0,5.7,113,61,174,13,1,133,143,143,39,1,4,1 -496,127,0.011041009,0.033123028,0.001577287,0,0,0,38,1.4,0,7.2,113,61,174,6,1,129,144,141,45,1,4,1 -497,130,0.014178482,0.091743119,0.000834028,0,0,0,32,2.4,0,9.5,120,50,170,10,0,159,150,155,27,1,4,1 -498,130,0.0155521,0.083981337,0.00155521,0,0,0,34,2.1,0,3,132,50,182,8,0,159,151,155,25,1,4,1 -499,130,0.015258216,0.115023474,0,0,0,0,31,2.6,0,14,120,50,170,12,0,157,151,156,24,1,4,1 -500,130,0.013819095,0.084170854,0.001256281,0,0,0,34,2.1,0,5.6,132,50,182,10,0,159,150,155,26,1,4,1 -501,131,0.014178482,0.01501251,0.000834028,0,0,0,29,3.7,0,4.8,120,51,171,11,1,150,144,151,33,1,4,1 -502,131,0.014725569,0.017402945,0.001338688,0,0,0,31,3.2,0,7.1,133,53,186,10,1,150,144,149,25,1,4,1 -503,130,0.008340284,0.013344454,0.004170142,0,0,0,36,1.9,0,20.5,118,54,172,6,0,154,148,154,26,1,4,1 -504,130,0.008287293,0.013812155,0.005524862,0,0,0,34,2.1,0,17.2,118,52,170,5,0,159,146,151,39,1,4,1 -505,128,0.008253095,0.013755158,0.004126547,0,0,0,40,1.1,0,12.7,123,59,182,7,0,129,139,136,25,0,2,1 -506,128,0.005970149,0.014925373,0.004477612,0,0,0,39,1.2,0,12.8,123,59,182,8,0,129,138,135,25,0,2,1 -507,157,0.007506255,0.003336113,0.001668057,0,0,0,49,0.7,0,4.9,39,153,192,0,0,163,166,166,6,-1,2,1 -508,157,0.006382979,0.004255319,0.00212766,0,0,0,50,0.6,0,5.6,39,153,192,1,0,165,166,166,4,-1,2,1 -509,157,0.008978676,0.004489338,0.001122334,0,0,0,48,0.7,0,5.3,39,153,192,1,0,163,167,166,6,-1,2,1 -510,157,0.007886435,0,0.003154574,0,0,0,49,0.7,0,3.3,38,154,192,2,0,161,167,166,9,-1,2,1 -511,154,0.005838198,0.001668057,0.002502085,0,0,0,48,0.7,0,7.4,66,123,189,3,2,161,164,164,8,0,2,1 -512,154,0.00747198,0.00124533,0.00249066,0,0,0,45,0.8,0,3.5,47,142,189,2,1,161,166,165,10,0,2,1 -513,154,0.00257732,0.00257732,0.00257732,0,0,0,56,0.6,1,9.2,31,140,171,1,0,161,160,162,2,1,1,1 -514,154,0.002923977,0,0,0,0,0,56,0.6,0,5.4,26,153,179,1,1,161,161,162,1,-1,10,2 -515,130,0.008340284,0.035029191,0.00500417,0,0,0,43,1,0,5.1,88,71,159,5,1,133,142,142,17,1,2,1 -516,130,0.005738881,0.032998565,0.004304161,0,0,0,46,0.8,0,6.9,88,71,159,3,0,133,141,139,15,1,2,1 -517,130,0.008665511,0.029462738,0.005199307,0,0,0,42,1,0,3.7,105,76,181,3,0,133,141,140,15,0,2,1 -518,130,0.009150327,0.040522876,0.003921569,0,0,0,43,1,0,4.1,110,71,181,3,0,153,143,146,17,1,4,1 -519,126,0.00500417,0.024186822,0.004170142,0,0,0,41,1.3,2,10.7,127,66,193,9,0,129,133,133,11,0,2,1 -520,126,0.00764526,0.039755352,0.004587156,0,0,0,42,1.5,0,7.8,147,51,198,9,0,133,136,134,13,0,2,1 -521,126,0.001620746,0.004862237,0.003241491,0,0,0,40,1.1,4,12.5,86,66,152,3,0,129,129,131,3,1,1,1 -522,126,0,0,0,0,0,0,40,1.1,5,10.1,27,120,147,1,1,129,129,130,1,0,1,1 -523,158,0.007506255,0.026688907,0.001668057,0,0,0,41,0.9,0,13.2,47,151,198,4,0,186,178,180,15,0,4,1 -524,158,0.009668508,0.029005525,0.002762431,0,0,0,41,0.8,0,0,45,153,198,2,0,186,180,183,11,1,4,1 -525,158,0.009677419,0.030645161,0.003225806,0,0,0,40,0.9,0,0,40,158,198,1,0,186,182,186,9,1,4,1 -526,158,0.011655012,0.025641026,0,0,0,0,42,0.9,0,2.8,43,151,194,2,0,180,175,178,10,0,4,1 -527,142,0.01501251,0.062552127,0.001668057,0.000834028,0,0,36,1.9,0,2.5,148,51,199,12,0,180,164,171,53,1,4,1 -528,142,0.014064698,0.0604782,0.00281294,0,0,0,38,1.3,0,0,62,127,189,8,0,180,171,176,22,1,4,1 -529,142,0.012605042,0.050420168,0.00210084,0,0,0,38,1.1,0,0,76,112,188,2,0,176,173,176,11,1,4,1 -530,142,0.019283747,0.085399449,0,0,0,0,32,2.3,0,0,144,56,200,10,0,170,158,162,37,1,4,1 -531,142,0.0155902,0.071269488,0,0.002227171,0,0,32,3.1,0,1.6,149,51,200,10,0,167,154,160,55,1,4,1 -532,142,0.016423358,0.060218978,0.003649635,0,0,0,38,1.3,0,0,130,68,198,5,0,180,173,177,14,1,4,1 -533,137,0.00292113,0.00194742,0,0,0,0,59,0.8,24,13.4,97,70,167,8,0,143,144,145,5,1,2,1 -534,137,0,0.001282051,0,0,0,0,60,0.6,22,13.1,96,71,167,3,0,143,144,144,3,1,5,2 -535,137,0,0,0,0,0,0,63,0.5,36,7.5,96,71,167,3,0,143,141,143,1,1,10,2 -536,138,0.000834028,0.000834028,0,0,0,0,52,1,18,14.8,102,74,176,8,1,142,141,143,3,1,1,1 -537,138,0.001228501,0.001228501,0,0,0,0,55,0.7,22,6.7,102,74,176,4,0,142,141,142,1,0,1,1 -538,143,0,0.000834028,0,0,0,0,65,0.6,28,14.9,93,72,165,4,0,144,144,146,3,1,10,2 -539,143,0,0,0,0,0,0,66,0.5,28,13.5,93,72,165,4,0,144,144,146,2,1,10,2 -540,143,0,0,0,0,0,0,65,0.5,24,10.4,111,56,167,4,0,143,144,145,1,1,10,2 -541,145,0.00716479,0.001023541,0.001023541,0,0,0,51,0.8,0,8.7,92,74,166,4,0,159,155,157,5,1,2,1 -542,145,0.002824859,0.002824859,0,0,0,0,54,0.6,0,6.6,21,145,166,0,0,157,156,158,1,0,5,2 -543,140,0.00094518,0,0.00094518,0,0,0,52,0.8,0,16.2,108,57,165,7,0,146,145,147,4,1,1,1 -544,140,0,0,0.001795332,0,0,0,53,0.7,0,14.8,84,72,156,4,0,143,145,146,3,1,1,1 -545,145,0,0,0,0.000883392,0,0,66,0.4,31,7.4,30,124,154,4,0,146,145,147,1,1,10,2 -546,145,0,0,0.002061856,0,0,0,70,0.3,40,5.3,14,139,153,1,0,146,146,147,0,0,10,2 -547,145,0,0,0,0,0,0,63,0.4,23,10.4,31,123,154,4,0,146,144,147,1,1,10,2 -548,138,0,0.028708134,0.004784689,0.001594896,0,0,59,0.5,26,4.9,54,100,154,5,0,147,145,148,3,1,5,2 -549,141,0,0.001668057,0.003336113,0,0,0,58,0.5,15,8.1,23,130,153,1,0,144,143,145,1,0,1,1 -550,141,0,0,0.002554278,0,0,0,61,0.4,22,6.9,19,133,152,1,0,144,143,145,0,0,10,2 -551,141,0,0.002894356,0.004341534,0,0,0,60,0.5,22,7.8,25,128,153,1,0,146,144,146,1,1,10,2 -552,136,0.01000834,0,0.005838198,0,0,0,35,5.7,0,29.6,148,52,200,5,3,146,150,151,62,1,2,1 -553,136,0.015781923,0,0.004304161,0,0,0,35,4.9,0,5.2,148,52,200,11,2,146,159,162,74,1,4,1 -554,140,0.003336113,0,0.008340284,0.003336113,0,0,35,5,0,29.3,126,50,176,10,1,148,143,148,43,1,6,1 -555,140,0,0,0.00777605,0.00622084,0,0,35,4,0,23.1,127,50,177,9,1,143,137,143,27,1,7,1 -556,140,0.006430868,0,0.008038585,0,0,0,38,5.4,0,34.7,149,50,199,8,1,148,148,151,43,1,2,1 -557,140,0.002754821,0,0.008264463,0.004132231,0,0,38,3.5,0,21.7,127,50,177,5,0,143,141,145,25,1,6,1 -558,130,0.003336113,0,0.002502085,0.001668057,0,0,40,2.9,0,27.3,144,51,195,6,2,133,134,138,27,0,6,1 -559,130,0.004950495,0,0.004950495,0.00330033,0,0,36,2.5,0,8.7,144,51,195,7,2,133,134,134,38,0,6,1 -560,130,0.004347826,0,0.004347826,0.004347826,0,0,35,2.8,0,11.6,144,51,195,8,1,127,133,131,53,0,6,1 -561,130,0,0,0,0.007434944,0,0,37,1.8,0,3,90,58,148,4,1,127,121,126,21,1,7,1 -562,128,0.000834028,0,0.01000834,0.002502085,0,0,37,2.8,0,16,136,55,191,9,1,129,130,129,37,0,6,1 -563,128,0,0,0.010238908,0.005119454,0,0,46,2.1,0,11.6,114,50,164,8,1,129,123,128,17,1,6,1 -564,128,0.001658375,0,0.011608624,0.00331675,0,0,30,3.1,0,14.9,141,50,191,10,0,125,133,128,69,0,6,1 -565,128,0.002109705,0,0.010548523,0.002109705,0,0,28,3.4,0,20,137,54,191,9,1,125,137,130,79,0,2,1 -566,128,0.006672227,0,0.00500417,0.003336113,0,0,45,2.8,2,10.4,128,51,179,9,1,133,132,135,24,0,6,1 -567,128,0.006858711,0,0.004115226,0.005486968,0,0,43,2.5,0,3.9,149,50,199,11,1,133,130,133,21,0,6,1 -568,128,0.006906077,0,0.006906077,0.002762431,0,0,50,1.9,4,5.9,141,51,192,8,0,133,133,136,15,0,6,1 -569,128,0.007518797,0,0.007518797,0.006015038,0,0,42,2.4,0,4.5,149,50,199,12,2,133,130,133,24,0,6,1 -570,128,0.006672227,0,0.007506255,0.00500417,0,0,36,3.4,0,15.2,145,53,198,6,2,133,136,134,65,0,6,1 -571,128,0.001449275,0,0.007246377,0.005797101,0,0,39,2.7,0,18.9,128,51,179,6,0,133,125,130,24,0,7,1 -572,128,0.007317073,0,0.006097561,0.003658537,0,0,36,3.8,0,20.5,148,51,199,7,1,133,141,136,83,0,6,1 -573,128,0.006507592,0,0.006507592,0.004338395,0,0,36,3.8,0,18.5,145,53,198,7,2,133,139,135,79,0,6,1 -574,128,0.008741259,0,0.006993007,0.001748252,0,0,37,4.1,0,26.3,147,52,199,7,1,133,147,140,100,0,2,1 -575,128,0.01305483,0,0.002610966,0.002610966,0,0,34,4.9,0,16,147,52,199,7,2,133,155,163,137,1,4,1 -576,128,0,0,0.008223684,0.006578947,0,0,38,2.6,0,14.8,128,51,179,5,1,133,124,129,25,0,7,1 -577,128,0.002624672,0,0.00656168,0.005249344,0,0,39,2.6,0,17.1,128,51,179,7,0,133,126,132,22,0,6,1 -578,136,0.004048583,0.001349528,0,0.001349528,0,0,69,0.8,0,17.2,126,54,180,5,0,140,139,141,7,1,6,1 -579,120,0.003336113,0.008340284,0.004170142,0,0,0,41,1.1,0,9.2,71,105,176,6,0,123,131,127,30,-1,2,1 -580,120,0,0,0.003278689,0,0,0,45,0.8,0,11.2,27,109,136,2,0,123,124,126,2,0,1,1 -581,120,0.003144654,0,0.003144654,0,0,0,37,1.1,0,9.6,25,112,137,1,0,127,127,129,2,0,1,1 -582,120,0.002967359,0.007912957,0.003956479,0,0,0,41,1.1,0,9.9,67,105,172,4,0,123,127,126,16,-1,2,1 -583,120,0.00304878,0.00304878,0.00304878,0,0,0,40,1,0,8.7,64,112,176,4,0,123,132,128,31,-1,2,1 -584,120,0.003036437,0.006072874,0.004048583,0,0,0,42,1,0,9.4,67,109,176,7,0,123,131,127,31,-1,2,1 -585,120,0.000834028,0.007506255,0.002502085,0.000834028,0,0,42,1.1,0,12.9,116,54,170,10,0,115,118,117,14,0,2,1 -586,120,0,0.00618238,0.00309119,0.001545595,0,0,45,0.9,0,9.9,39,102,141,3,0,115,114,116,1,0,1,1 -587,120,0,0.005509642,0.005509642,0,0,0,40,1.1,0,14,29,106,135,1,0,121,119,121,3,0,1,1 -588,120,0.003407155,0.019591141,0.004258944,0,0,0,36,1.5,0,13.5,112,62,174,6,0,119,129,125,42,0,2,1 -589,120,0,0.010162602,0.004065041,0,0,0,38,1.3,0,15.8,59,103,162,6,0,119,118,120,4,-1,3,1 -590,120,0,0.005347594,0.002673797,0,0,0,38,1.3,0,16,59,103,162,4,0,119,120,121,4,-1,3,1 -591,120,0.005988024,0.026946108,0.005988024,0,0,0,35,1.7,0,9.6,127,62,189,7,0,125,136,132,49,0,2,1 -592,120,0.005763689,0.017291066,0.008645533,0,0,0,35,1.5,0,14.9,78,96,174,5,1,161,142,139,70,0,4,1 -593,120,0.007915567,0.018469657,0.007915567,0,0,0,35,1.6,0,2.1,96,78,174,7,0,161,141,138,75,0,4,1 -594,120,0.004304161,0.010043042,0.004304161,0,0,0,37,1.5,0,11.3,96,78,174,4,0,119,132,128,51,0,2,1 -595,148,0.001668057,0.004170142,0.003336113,0,0,0,77,0.5,3,9.6,32,140,172,2,0,150,152,153,2,0,2,1 -596,148,0,0.003225806,0.004301075,0,0,0,79,0.4,4,10,20,140,160,1,0,150,151,153,1,0,10,2 -597,148,0,0.001672241,0.005016722,0,0,0,82,0.4,5,8.4,18,142,160,0,0,150,151,151,0,0,9,3 -598,148,0,0.00308642,0.00462963,0,0,0,77,0.5,4,10.2,32,140,172,1,0,150,150,151,1,-1,9,3 -599,148,0,0.003952569,0.005270092,0,0,0,78,0.5,4,10,32,140,172,1,0,150,150,151,1,-1,10,2 -600,148,0,0.003831418,0.003831418,0,0,0,75,0.6,0,10.7,32,140,172,1,0,150,150,151,0,-1,10,2 -601,144,0.005838198,0.008340284,0.001668057,0.000834028,0,0,73,0.6,0,9.3,94,82,176,4,0,156,154,155,5,1,2,1 -602,144,0.001686341,0.010118044,0.001686341,0,0,0,76,0.6,0,11.8,54,126,180,2,0,156,153,155,5,0,5,2 -603,144,0.010416667,0.007440476,0.001488095,0.001488095,0,0,71,0.8,0,2.7,94,82,176,3,0,156,154,155,6,1,2,1 -604,144,0.007822686,0.006518905,0.001303781,0.001303781,0,0,73,0.7,0,5.2,98,82,180,3,0,156,154,157,5,1,2,1 -605,144,0.005063291,0.001265823,0,0,0,0,67,0.9,0,9.7,98,72,170,4,0,146,147,149,4,1,2,1 -606,147,0.007506255,0.009174312,0.002502085,0,0,0,71,0.7,0,9.5,82,116,198,2,0,156,158,159,10,0,2,1 -607,147,0.005479452,0.01369863,0.002739726,0,0,0,67,0.8,0,10.9,72,120,192,1,0,156,157,157,11,0,2,1 -608,148,0.008323424,0.004756243,0.003567182,0,0,0,73,0.7,0,9.9,82,116,198,2,0,158,159,159,11,0,2,1 -609,144,0.005838198,0.005838198,0.002502085,0,0,0,34,1.6,0,19.8,104,71,175,4,1,148,149,151,11,1,2,1 -610,144,0.009746589,0.009746589,0.001949318,0,0,0,36,1.4,0,11.5,119,57,176,2,1,148,150,150,12,1,2,1 -611,144,0.002469136,0.002469136,0.002469136,0,0,0,35,1.8,0,24.7,118,56,174,6,1,151,148,151,12,1,2,1 -612,144,0.005656109,0.004524887,0.002262443,0,0,0,33,1.7,0,21.5,103,71,174,5,1,150,149,151,10,1,2,1 -613,143,0.005181347,0.012953368,0.002590674,0,0,0,39,1.6,0,10,136,60,196,9,1,148,149,150,8,0,2,1 -614,146,0.009166667,0.003333333,0.000833333,0,0,0,41,1.9,0,27.3,130,50,180,7,0,154,152,155,18,1,2,1 -615,146,0.010512484,0.00131406,0.00131406,0,0,0,40,1.9,0,25.6,122,50,172,4,0,154,151,155,16,1,2,1 -616,146,0.009230769,0.006153846,0.001538462,0,0,0,40,2,0,26.1,133,50,183,8,0,156,154,157,20,1,2,1 -617,146,0.014806378,0.025056948,0.002277904,0,0,0,41,1,0,1.4,113,73,186,3,0,157,162,164,13,1,4,1 -618,142,0,0.000834725,0.001669449,0,0,0,30,2.9,5,36.9,108,50,158,1,0,141,140,144,9,1,1,1 -619,142,0,0.002840909,0,0,0,0,40,1.1,12,10.8,97,57,154,2,0,148,144,147,4,1,1,1 -620,142,0.008340284,0.009174312,0.003336113,0,0,0,45,1.1,2,8.7,131,51,182,5,0,146,153,152,19,1,2,1 -621,142,0.013422819,0.013422819,0.004026846,0,0,0,45,1.2,0,4.5,134,51,185,5,0,156,158,158,14,1,4,1 -622,142,0,0.002012072,0.002012072,0,0,0,43,0.8,3,9.4,27,137,164,2,0,146,145,146,1,-1,1,1 -623,133,0.007506255,0.016680567,0.004170142,0,0,0,36,3.1,0,27.6,105,54,159,4,0,143,137,142,28,1,2,1 -624,133,0.0078125,0.016927083,0.002604167,0,0,0,38,2.5,0,19.4,113,54,167,3,0,143,137,141,22,1,2,1 -625,130,0.006672227,0.020850709,0.002502085,0,0,0,45,2.8,0,29,114,52,166,2,0,134,135,137,24,1,2,1 -626,130,0.008588957,0.024539877,0.003680982,0,0,0,46,2.5,0,28,114,52,166,2,0,134,138,139,23,1,2,1 -627,132,0.011086475,0,0,0.002217295,0,0,37,2.4,0,17,115,52,167,10,0,141,140,143,33,1,2,1 -628,120,0.003336113,0,0.001668057,0.000834028,0,0,46,1.5,11,19,132,57,189,9,0,125,123,126,15,0,2,1 -629,120,0,0,0.002857143,0,0,0,50,0.7,26,6,20,116,136,0,0,125,123,125,1,0,1,1 -630,134,0.013344454,0.005838198,0.003336113,0.002502085,0,0,47,2.7,0,0,110,60,170,5,0,150,147,153,31,1,4,1 -631,134,0.017391304,0.002484472,0.003726708,0,0,0,48,2.2,0,0,120,50,170,5,0,160,150,155,28,1,4,1 -632,144,0,0.000834028,0,0,0,0,51,1.1,10,21.7,115,71,186,9,0,153,151,153,6,1,5,2 -633,144,0,0.001879699,0,0,0,0,47,0.8,11,13.6,90,74,164,5,1,153,151,152,3,1,5,2 -634,144,0,0,0,0,0,0,62,0.5,5,6.1,11,148,159,1,0,153,154,155,0,0,10,2 -635,143,0.003336113,0.006672227,0,0.000834028,0,0,50,1.1,3,12.2,126,74,200,8,0,148,147,149,4,0,2,1 -636,143,0,0.001408451,0,0,0,0,57,0.6,5,10.4,98,74,172,2,0,150,148,150,1,1,1,1 -637,143,0,0.001855288,0,0,0,0,56,0.6,0,8.9,59,106,165,3,0,148,149,150,1,1,1,1 -638,143,0.00660793,0.017621145,0,0,0,0,44,1.3,0,11.4,101,80,181,6,0,146,147,148,5,0,2,1 -639,138,0.004170142,0.012510425,0,0,0,0,45,1,0,12.8,115,71,186,7,0,144,144,145,6,0,2,1 -640,138,0.004444444,0.016666667,0,0,0,0,42,1,0,13.6,115,71,186,5,0,144,143,144,6,0,2,1 -641,138,0,0.004484305,0,0,0,0,38,1.2,0,16.5,84,71,155,4,0,144,140,142,5,1,3,1 -642,138,0,0.009868421,0,0,0,0,38,1.2,0,19.7,90,71,161,3,0,144,141,142,5,1,3,1 -643,136,0.007506255,0.006672227,0,0,0,0,40,2.3,0,19.4,139,51,190,5,5,144,142,145,17,1,2,1 -644,136,0.009202454,0.007668712,0,0,0,0,46,1.3,0,6.9,149,51,200,12,0,144,145,147,8,0,2,1 -645,123,0,0,0.000834028,0,0,0,73,0.3,72,5.2,28,108,136,3,0,123,124,125,1,0,9,3 -646,123,0,0,0,0,0,0,76,0.2,85,3.3,11,118,129,1,0,123,122,124,0,0,9,3 -647,123,0,0,0.003984064,0,0,0,60,0.6,0,10.4,52,84,136,4,0,125,124,126,2,1,10,2 -648,123,0,0,0.001154734,0,0,0,74,0.3,64,5.9,52,84,136,3,0,123,124,126,1,1,10,2 -649,123,0,0,0.001367989,0,0,0,72,0.3,58,6.5,52,84,136,3,0,123,123,124,1,1,10,2 -650,123,0,0.000834028,0,0,0,0,70,0.3,66,5.9,30,101,131,1,0,123,123,124,1,1,10,2 -651,123,0,0,0,0,0,0,73,0.3,91,2.9,9,120,129,2,0,123,124,125,0,0,9,3 -652,123,0,0,0,0,0,0,74,0.3,90,2.8,9,120,129,2,0,123,124,125,0,0,9,3 -653,123,0,0.00172117,0,0,0,0,70,0.3,54,6.8,31,100,131,0,0,123,121,123,1,1,9,3 -654,123,0,0,0,0,0,0,70,0.3,70,4.4,19,110,129,2,0,123,124,125,1,1,9,3 -655,123,0,0,0,0,0,0,71,0.3,77,4.1,19,110,129,1,0,123,123,124,0,1,9,3 -656,130,0.002502085,0,0.00500417,0,0,0,22,1.6,11,8.8,95,62,157,7,0,134,133,134,4,1,2,1 -657,130,0.004026846,0,0.005369128,0,0,0,23,1.6,8,9.6,115,62,177,9,0,134,134,135,5,0,2,1 -658,130,0.001373626,0,0.005494505,0,0,0,22,1.4,11,7.2,32,120,152,2,0,133,132,134,1,0,1,1 -659,130,0.001305483,0,0.003916449,0,0,0,24,1.2,12,7.6,35,120,155,1,0,134,133,135,1,0,1,1 -660,130,0.0015625,0,0.0046875,0,0,0,21,1.4,11,7.3,33,119,152,1,0,133,131,133,2,0,1,1 -661,130,0.001650165,0,0.004950495,0,0,0,23,1.3,10,5.7,32,120,152,2,0,133,133,134,1,0,1,1 -662,128,0,0,0.005540166,0.013850416,0,0.002770083,23,6.3,0,0,144,52,196,10,2,90,98,91,95,-1,7,2 -663,138,0,0.001160093,0.004640371,0.001160093,0,0.002320186,57,1.4,10,8.9,132,60,192,9,1,142,127,138,75,0,7,2 -664,138,0,0,0.005025126,0.001256281,0,0.002512563,57,1.3,11,10.2,132,60,192,11,1,140,126,137,75,0,7,2 -665,138,0,0.003294893,0.003294893,0,0,0.001647446,60,1,8,7.5,118,69,187,10,1,142,130,140,61,0,7,2 -666,138,0,0,0.0048,0,0,0.0016,61,1,12,10,118,69,187,12,1,140,130,140,55,0,7,2 -667,138,0,0.005089059,0.002544529,0,0,0,62,0.5,9,8.1,27,121,148,1,0,142,140,142,1,1,1,2 -668,138,0,0,0.005221932,0,0,0,65,0.4,14,7,20,129,149,3,0,141,140,142,1,0,10,2 -669,138,0,0,0.00589391,0.001964637,0,0.001964637,58,1.1,15,6.9,132,60,192,8,2,141,132,141,47,0,7,2 -670,141,0.000834028,0,0.000834028,0.002502085,0,0,54,0.9,7,9.5,124,60,184,12,2,150,139,147,49,1,7,1 -671,141,0.001184834,0,0.001184834,0.003554502,0,0,56,0.9,12,8.5,136,60,196,8,2,150,137,147,68,0,7,1 -672,141,0,0,0,0.003436426,0,0,47,0.8,0,9.7,54,103,157,6,1,154,144,147,15,1,1,1 -673,141,0.001838235,0,0.001838235,0,0,0,62,0.5,14,7.8,34,125,159,1,0,150,146,149,2,1,10,2 -674,140,0.011676397,0.001668057,0.001668057,0,0,0,57,1.3,0,3.4,138,50,188,5,0,176,163,167,35,1,4,1 -675,140,0.010044643,0,0.001116071,0,0,0,57,1.3,0,9.9,138,50,188,4,0,176,164,169,31,1,4,1 -676,140,0.013623978,0.002724796,0,0,0,0,55,1.4,0,0,138,50,188,3,0,150,164,167,40,1,4,1 -677,140,0.010398614,0,0,0,0,0,59,1.1,0,0,62,120,182,1,0,176,163,169,30,1,4,1 -678,140,0.013392857,0,0,0,0,0,56,1.4,0,0,138,50,188,3,0,176,163,167,35,1,4,1 -679,140,0.010086455,0,0,0,0,0,58,1.2,0,4.2,126,62,188,4,0,176,164,169,27,1,4,1 -680,142,0.000834028,0.000834028,0.004170142,0,0,0,50,1.2,0,23.8,104,58,162,8,0,148,144,147,8,1,1,1 -681,142,0.001355014,0.001355014,0.002710027,0,0,0,54,0.6,0,11,52,120,172,3,0,148,145,147,2,0,1,1 -682,140,0.003191489,0.003191489,0.004255319,0,0,0,34,2.9,0,40.8,114,66,180,9,2,147,145,148,22,1,2,1 -683,132,0,0.305755396,0.003597122,0.003597122,0,0.003597122,35,2.7,0,0,145,54,199,9,2,75,90,78,104,-1,8,3 -684,132,0,0.297959184,0.002040816,0.002040816,0,0.004081633,37,2.3,0,0,111,54,165,5,1,75,87,77,86,-1,8,3 -685,133,0.003336113,0.139282736,0.006672227,0.001668057,0,0,27,1.5,0,14.8,70,88,158,1,0,140,135,138,10,1,6,1 -686,133,0.004854369,0.189320388,0.007281553,0.002427184,0,0,26,1.6,0,12.9,87,71,158,2,0,141,135,139,13,1,6,1 -687,133,0,0.013661202,0.005464481,0,0,0,29,1.3,0,15.6,34,113,147,1,0,134,134,136,3,0,3,1 -688,133,0.004524887,0.156862745,0.007541478,0.003016591,0,0,26,1.6,0,14.2,70,88,158,2,0,140,135,139,12,1,6,1 -689,133,0.006633499,0.235489221,0.006633499,0.001658375,0,0,28,1.6,0,9.7,87,71,158,2,0,141,137,141,11,1,2,1 -690,133,0.004170142,0.407839867,0.004170142,0.003336113,0,0.000834028,21,2.3,0,15.7,107,67,174,7,0,143,125,135,76,0,7,2 -691,133,0,0.360416667,0.004166667,0.002083333,0,0.002083333,18,2.7,0,21.5,107,67,174,4,0,115,120,121,48,0,8,3 -692,133,0.006872852,0.45532646,0.003436426,0.003436426,0,0,25,1.7,0,13.3,106,68,174,7,1,143,132,138,41,0,6,1 -693,133,0.007739938,0.442724458,0.004643963,0.004643963,0,0,24,2.1,0,13.4,125,53,178,6,0,143,128,138,69,1,6,1 -694,133,0.004170142,0.470391993,0.00500417,0.003336113,0,0.000834028,29,1.7,0,9.5,118,59,177,7,1,133,129,133,27,0,6,1 -695,133,0.006079027,0.477203647,0.004559271,0.003039514,0,0,35,1.3,0,5.4,88,68,156,7,0,133,133,136,18,1,6,1 -696,133,0.002751032,0.445667125,0.005502063,0.004126547,0,0.001375516,24,1.9,0,5.7,99,59,158,5,0,133,124,130,35,1,6,1 -697,133,0.007042254,0.480633803,0.00528169,0.001760563,0,0,32,1.6,0,8.4,90,68,158,4,0,133,133,135,18,1,6,1 -698,131,0.000834028,0.369474562,0.003336113,0.003336113,0,0.001668057,29,2,0,8.1,111,54,165,14,0,129,112,128,103,1,8,3 -699,131,0,0.334898279,0.00312989,0.00312989,0,0.001564945,34,2.2,0,3.8,128,54,182,10,1,75,99,102,148,-1,8,3 -700,130,0.001322751,0.42989418,0.003968254,0.005291005,0,0.001322751,25,1.9,0,8.3,141,57,198,16,0,129,125,131,35,0,7,2 -701,130,0,0.346112886,0.003194888,0.003194888,0,0.003194888,29,2.2,0,7.8,136,54,190,13,0,129,106,122,129,0,8,3 -702,131,0,0.322742475,0.001672241,0.001672241,0,0.001672241,61,1.9,0,12.3,128,56,184,11,0,134,120,131,57,0,8,3 -703,131,0,0.375438596,0,0,0,0.003508772,80,0.3,0,7.6,49,96,145,3,0,108,125,128,45,1,9,3 -704,130,0,0.34591195,0,0,0,0.003144654,80,0.3,0,7.4,49,96,145,3,0,108,123,122,39,1,9,3 -705,130,0,0.352941176,0,0,0,0.005347594,80,0.3,0,0,29,107,136,1,0,108,120,120,23,-1,9,3 -706,133,0,0,0.006672227,0,0,0,60,0.7,58,9.9,128,72,200,8,1,133,132,134,2,0,10,2 -707,133,0,0,0.007109005,0,0,0,64,0.4,81,3.7,12,126,138,1,0,133,132,134,0,0,9,3 -708,130,0.000834028,0,0.007506255,0,0,0,54,0.6,6,8.7,30,116,146,2,0,133,133,134,1,0,1,1 -709,130,0,0,0.006858711,0,0,0,55,0.5,11,7.6,20,124,144,1,0,133,132,134,0,0,1,1 -710,126,0,0,0.00500417,0,0,0,56,0.5,29,7.5,26,116,142,2,0,129,128,130,1,0,1,1 -711,126,0,0,0.002670227,0,0,0,56,0.5,40,6.7,27,116,143,2,0,129,127,129,1,0,1,1 -712,126,0.003336113,0.00500417,0.004170142,0.001668057,0,0,41,2.1,0,25.8,120,50,170,8,1,129,129,132,19,1,2,1 -713,126,0.005172414,0.003448276,0.005172414,0,0,0,41,1.7,0,21.4,100,50,150,4,0,133,130,132,10,1,2,1 -714,120,0.007832898,0,0.005221932,0,0,0,43,1.4,5,18.4,106,50,156,8,0,129,129,130,11,1,2,1 -715,132,0.005838198,0.005838198,0.005838198,0,0,0,55,0.6,16,8.3,42,115,157,2,0,133,138,139,7,0,2,1 -716,132,0.007668712,0.004601227,0.006134969,0,0,0,52,0.6,0,8.2,42,115,157,2,0,142,141,142,3,0,2,1 -717,132,0.003120125,0.004680187,0.00624025,0,0,0,58,0.5,23,7.8,36,120,156,2,0,133,135,134,3,0,2,1 -718,132,0,0,0.005434783,0,0,0,64,0.4,38,6.3,22,121,143,2,0,133,132,133,0,0,10,2 -719,132,0.002409639,0.007228916,0.004819277,0,0,0,51,0.7,0,12.3,41,115,156,2,1,136,137,139,2,0,1,1 -720,129,0,0.009557945,0.004778973,0,0,0,64,0.4,54,5.3,23,118,141,1,0,131,130,132,0,0,10,2 -721,129,0,0.007490637,0.003745318,0,0,0,65,0.4,73,3.9,7,127,134,1,0,131,130,132,0,0,9,3 -722,143,0,0.021111111,0,0,0,0,65,0.3,43,6.5,24,131,155,2,0,147,145,147,1,0,10,2 -723,143,0,0.016722408,0,0,0,0,70,0.3,50,5.1,13,142,155,1,0,147,146,148,0,0,10,2 -724,142,0,0.045150502,0,0,0,0,55,0.6,5,12.2,44,116,160,4,0,145,145,147,2,1,1,1 -725,128,0.005838198,0.015846539,0.002502085,0,0,0,52,0.6,0,6.7,36,121,157,4,0,140,138,139,5,0,2,1 -726,128,0.004371585,0.010928962,0.003278689,0,0,0,54,0.6,0,6.5,36,121,157,3,0,140,138,139,5,0,2,1 -727,129,0,0.007984032,0.001996008,0,0,0,55,0.6,0,10.3,58,101,159,3,0,140,138,140,2,0,5,2 -728,129,0.006479482,0.017278618,0.004319654,0,0,0,52,0.6,0,3.8,36,121,157,0,0,133,138,138,11,0,2,1 -729,120,0.003325942,0.016629712,0.00443459,0,0,0,50,0.7,6,7.2,94,60,154,2,0,123,126,125,7,1,2,1 -730,120,0.00462963,0.020061728,0.00462963,0,0,0,50,0.7,7,6.1,94,60,154,2,0,123,126,125,10,1,2,1 -731,120,0,0.004385965,0.004385965,0,0,0,53,0.6,3,8.1,19,116,135,1,0,125,123,125,1,0,1,1 -732,120,0.008196721,0.030054645,0.005464481,0,0,0,45,0.8,0,8.7,44,116,160,2,0,153,142,147,27,1,4,1 -733,120,0.001517451,0.012139605,0.004552352,0,0,0,51,0.6,3,7.5,38,116,154,3,0,123,125,125,5,-1,1,1 -734,124,0.007653061,0.042517007,0.007653061,0,0,0,41,1.3,0,9.3,73,115,188,9,1,150,145,151,12,0,4,1 -735,129,0.009493671,0.034810127,0.003164557,0,0,0,44,1,0,5.2,113,75,188,6,0,150,141,146,18,0,4,1 -736,129,0.009922822,0.03969129,0.004410143,0,0,0,40,1.4,0,7.5,73,115,188,10,1,150,145,150,12,0,4,1 -737,129,0.008168028,0.047841307,0.007001167,0,0,0,40,1.4,0,8.5,73,115,188,9,1,150,147,151,9,0,4,1 -738,123,0.008340284,0,0.004170142,0,0,0,39,2.1,0,21.3,88,58,146,7,0,127,127,129,14,1,2,1 -739,123,0.008368201,0,0.0027894,0,0,0,39,1.5,0,16,95,51,146,6,1,129,128,130,9,1,2,1 -740,120,0.00500417,0,0.001668057,0,0,0,41,2.2,4,25.2,107,58,165,4,1,121,124,126,16,0,2,1 -741,120,0.009230769,0,0,0,0,0,39,1.9,0,17.7,105,60,165,5,0,129,127,129,12,0,2,1 -742,139,0.003994674,0.005326232,0.002663116,0,0,0,54,0.7,5,7.3,101,65,166,2,0,147,145,147,5,1,2,1 -743,139,0.002202643,0.002202643,0.004405286,0,0,0,61,0.4,8,6.4,17,138,155,1,0,147,146,148,0,0,10,2 -744,142,0.000966184,0,0.004830918,0.010628019,0,0,28,3.1,0,4.2,135,53,188,8,2,143,130,139,57,0,7,1 -745,142,0,0,0.002724796,0.013623978,0,0,14,4.5,0,0,125,53,178,14,3,97,115,115,85,0,7,1 -746,142,0.001295337,0,0.005181347,0.011658031,0,0,23,3.6,0,1.9,144,50,194,12,1,143,127,135,72,0,7,1 -747,142,0.001166861,0,0.004667445,0.009334889,0,0,29,2.7,0,2.8,144,50,194,8,0,143,132,139,42,0,7,1 -748,142,0.001345895,0,0.006729475,0.01076716,0,0,25,3.1,0,2.5,144,50,194,7,0,143,129,137,56,0,7,1 -749,134,0,0.003336113,0,0,0,0,79,0.2,42,5.5,17,128,145,2,0,135,135,136,1,0,10,2 -750,134,0,0.002583979,0,0,0,0,81,0.2,53,4.9,16,129,145,2,0,135,135,136,1,0,9,3 -751,134,0,0,0,0,0,0,83,0.2,64,3.5,11,130,141,1,0,135,134,136,0,0,9,3 -752,134,0,0.003490401,0,0,0,0,79,0.2,41,5.5,17,128,145,2,0,135,135,136,1,0,9,3 -753,130,0.000834028,0.001668057,0,0,0,0,56,0.5,34,7.2,55,125,180,4,0,129,132,132,3,-1,1,1 -754,130,0,0.00093633,0,0,0,0,56,0.5,33,7.5,19,125,144,2,0,129,131,132,2,-1,1,1 -755,130,0,0.00137931,0,0,0,0,59,0.4,34,6.8,21,125,146,1,0,129,132,133,3,-1,1,1 -756,130,0,0.001512859,0,0,0,0,59,0.4,37,6.6,21,125,146,2,0,129,132,132,2,-1,1,1 -757,129,0,0.003336113,0,0,0,0,47,1.1,6,21.9,91,52,143,3,0,131,130,132,7,1,1,1 -758,129,0,0.002463054,0,0,0,0,48,0.9,13,11.2,71,66,137,1,0,131,130,132,2,1,1,1 -759,129,0.002502085,0.002502085,0,0,0,0,61,0.6,2,10.8,122,65,187,7,1,129,132,133,5,0,2,1 -760,129,0,0,0,0,0,0,66,0.4,2,9.1,20,122,142,0,0,132,132,133,1,0,10,2 -761,129,0.003336113,0.00500417,0,0,0,0,61,0.4,7,6.7,67,111,178,4,0,143,138,140,7,0,2,1 -762,129,0.003842459,0.005763689,0,0,0,0,61,0.4,5,5.8,29,121,150,2,0,143,137,139,7,0,2,1 -763,129,0,0.002079002,0,0,0,0,69,0.3,14,7.6,25,127,152,0,0,139,135,136,4,-1,5,2 -764,129,0.002502085,0.000834028,0,0,0,0,59,0.9,21,19.4,118,66,184,18,0,133,135,137,7,0,2,1 -765,141,0,0.001668057,0,0,0,0,67,0.4,44,9.2,78,70,148,2,0,143,141,143,1,1,10,2 -766,141,0,0.003424658,0,0,0,0,76,0.2,62,4.3,12,134,146,1,0,142,140,142,0,0,10,2 -767,141,0,0,0,0,0,0,61,0.4,29,5.3,13,135,148,1,0,144,143,145,0,1,10,2 -768,135,0,0,0,0,0,0,67,0.4,69,4.6,76,67,143,2,0,137,136,138,0,1,10,3 -769,135,0,0,0,0,0,0,68,0.3,72,3.9,10,133,143,1,0,137,136,138,0,0,9,3 -770,134,0,0,0,0,0,0,81,0.2,91,1.3,3,133,136,1,0,135,134,136,0,1,9,3 -771,134,0,0,0,0,0,0,80,0.2,90,1.3,3,133,136,1,0,135,134,136,0,1,9,3 -772,130,0,0.000834028,0,0.000834028,0,0,78,0.2,84,2,28,105,133,6,0,131,130,132,1,1,9,3 -773,130,0,0.002717391,0,0.002717391,0,0,74,0.4,42,2.5,60,105,165,6,0,131,128,131,3,0,10,2 -774,130,0,0,0,0,0,0,79,0.2,91,1.7,6,127,133,1,0,130,130,131,0,1,9,3 -775,130,0,0.001686341,0,0.001686341,0,0,75,0.3,66,2.1,60,105,165,6,0,130,129,131,1,0,10,2 -776,137,0,0.002502085,0.000834028,0,0,0,77,0.2,40,6.6,29,127,156,2,0,138,141,141,3,0,5,2 -777,137,0,0.003468208,0.001156069,0,0,0,75,0.2,34,6.9,24,127,151,2,0,138,139,140,1,0,5,2 -778,137,0,0.003807107,0.001269036,0,0,0,75,0.2,32,7,24,127,151,2,0,138,139,140,1,0,10,2 -779,137,0,0.004491018,0.001497006,0,0,0,75,0.2,30,7.1,24,127,151,2,0,138,139,139,1,0,10,2 -780,128,0,0.004170142,0,0,0,0,73,0.2,32,7.3,22,122,144,1,0,129,132,133,3,0,5,2 -781,128,0,0.005324814,0,0,0,0,73,0.3,38,7.1,22,122,144,1,0,129,130,131,1,0,10,2 -782,128,0,0.001680672,0,0,0,0,78,0.2,32,6.8,17,127,144,2,0,133,135,135,2,0,5,2 -783,128,0,0.005050505,0,0,0,0,74,0.2,45,6.9,22,122,144,1,0,133,130,132,1,0,10,2 -784,133,0,0.011676397,0,0,0,0,69,0.4,25,10,58,127,185,5,0,133,136,137,4,-1,10,2 -785,133,0,0.013888889,0,0,0,0,72,0.3,20,8.8,32,115,147,2,0,133,136,136,3,0,10,2 -786,117,0.000834028,0.013344454,0,0,0,0,53,0.7,8,12,77,56,133,6,0,123,121,123,3,1,1,1 -787,117,0,0.0109375,0,0,0,0,51,0.8,9,13.3,77,56,133,5,0,123,122,124,2,1,1,1 -788,123,0.002502085,0.003336113,0,0,0,0,52,0.8,2,15.4,90,50,140,7,0,129,128,130,4,1,2,1 -789,123,0.003188098,0.003188098,0,0,0,0,52,0.8,3,14.3,77,63,140,7,0,127,128,130,5,1,2,1 -790,123,0.00443459,0.006651885,0,0,0,0,56,0.7,0,7.4,71,81,152,4,0,127,129,131,4,1,2,1 -791,123,0.002659574,0.003989362,0,0,0,0,50,0.9,4,14.8,82,58,140,7,0,129,128,130,5,1,2,1 -792,123,0.002659574,0.003989362,0,0,0,0,50,0.9,4,14.8,82,58,140,7,0,129,128,130,5,1,2,1 -793,146,0.000277855,0,0.004723534,0.001389275,0,0,55,0.7,32,8.2,72,93,165,4,0,150,147,150,6,1,1,1 -794,146,0.000388048,0,0.005044626,0.001940241,0,0,52,0.8,32,8.6,72,93,165,3,0,152,147,151,9,1,1,1 -795,146,0.000470367,0,0.005644403,0.002351834,0,0,49,0.9,32,8.7,80,86,166,3,0,152,147,151,11,1,1,1 -796,146,0,0,0.004347826,0,0,0,64,0.4,31,7.2,19,137,156,2,0,150,147,150,1,0,10,2 -797,146,0,0,0.003430532,0,0,0,66,0.4,33,7,19,138,157,1,0,150,147,150,1,0,10,2 -798,146,0,0,0.002859185,0,0,0,65,0.4,39,7,19,137,156,1,0,150,149,151,1,1,10,2 -799,146,0,0,0.002859185,0,0,0,65,0.4,39,7,19,137,156,1,0,150,149,151,1,1,10,2 -800,146,0,0,0.004691165,0,0,0,65,0.4,44,6.6,22,134,156,3,0,152,150,152,1,1,10,2 -801,146,0,0,0.004895961,0,0,0,69,0.3,55,4.6,11,145,156,0,0,152,150,152,0,0,10,2 -802,146,0,0,0.004975124,0.000710732,0,0,65,0.4,41,7,28,134,162,4,0,152,150,152,1,0,10,2 -803,146,0,0,0.006369427,0,0,0,65,0.4,33,7.4,30,134,164,1,0,150,149,151,1,0,10,2 -804,146,0,0,0.004862237,0.008103728,0,0,27,1.9,15,6.4,81,86,167,5,0,151,140,145,31,1,7,1 -805,146,0.001078749,0,0.005393743,0.005393743,0,0,28,1.7,9,12.3,80,86,166,3,0,151,142,146,22,1,7,1 -806,146,0,0,0.001103753,0,0,0,50,0.6,31,9.1,43,120,163,3,0,160,155,157,5,1,1,1 -807,146,0,0,0.001165501,0,0,0,53,0.5,32,8.2,27,136,163,2,1,160,156,158,2,1,1,1 -808,146,0,0,0.001165501,0,0,0,53,0.5,32,8.2,27,136,163,2,1,160,156,158,2,1,5,2 -809,146,0.001318102,0,0.002636204,0.002196837,0,0,42,1,35,7.5,88,84,172,2,1,157,151,156,17,1,1,1 -810,146,0,0,0.001579779,0,0,0,61,0.4,53,6.8,45,118,163,5,0,157,154,157,2,1,5,2 -811,146,0,0,0.001813237,0.000906618,0,0,53,0.7,44,8.1,70,93,163,4,1,157,152,156,8,1,5,2 -812,146,0.002548853,0,0.003398471,0.002548853,0,0,37,1.3,31,7.2,79,93,172,2,2,162,152,156,23,1,6,1 -813,146,0.003051882,0,0.004069176,0.002034588,0,0,38,1.2,33,6.9,78,94,172,2,3,162,154,158,19,1,6,1 -814,146,0.003663004,0,0.003663004,0.003663004,0,0,31,1.5,22,6.5,88,84,172,1,1,162,150,156,36,1,6,1 -815,146,0.003361345,0,0.003361345,0.003361345,0,0,28,1.6,0,6.4,93,80,173,4,0,148,148,151,28,1,6,1 -816,146,0,0,0.003724395,0.003724395,0,0,28,1.4,15,6.7,83,80,163,4,0,148,145,151,24,1,7,1 -817,146,0.001869159,0,0.003738318,0.003738318,0,0,28,1.4,16,6.7,85,80,165,5,0,148,146,151,25,1,7,1 -818,152,0,0,0.002002002,0,0,0,60,0.4,57,8,36,128,164,2,0,160,157,160,2,1,10,2 -819,152,0,0,0.00240096,0,0,0,59,0.5,50,9.1,36,128,164,2,0,160,157,160,2,1,1,1 -820,152,0,0,0.003432494,0,0,0,61,0.4,64,6.1,34,129,163,3,1,160,157,160,1,1,10,2 -821,152,0,0,0.001879699,0,0,0,60,0.4,59,7.1,34,129,163,3,1,160,157,160,1,1,10,2 -822,152,0,0,0.003537736,0,0,0,62,0.4,67,3.9,10,152,162,1,0,160,158,160,0,1,10,2 -823,152,0,0,0.004601227,0,0,0,60,0.4,62,4,13,150,163,1,0,160,158,160,0,1,10,2 -824,152,0,0,0.003121748,0,0,0,61,0.4,71,5.8,30,134,164,4,0,160,158,160,1,1,9,3 -825,152,0,0,0.00166113,0,0,0,61,0.4,74,6.7,41,123,164,4,0,160,158,160,1,1,9,3 -826,152,0,0,0.004842615,0,0,0,62,0.4,59,5.6,25,136,161,0,0,159,156,158,1,1,10,2 -827,152,0,0,0.004930966,0.000986193,0,0,58,0.5,48,7.1,53,110,163,4,3,159,154,157,4,1,1,1 -828,152,0,0,0.004724409,0.001574803,0,0,55,0.6,45,6.7,64,99,163,4,3,159,154,158,5,1,1,1 -829,152,0,0,0.003807107,0,0,0,59,0.5,62,9.5,38,126,164,3,1,160,157,159,2,1,10,2 -830,152,0,0,0.003853565,0.000963391,0,0,58,0.5,59,7.5,54,110,164,3,2,159,155,158,4,1,1,1 -831,152,0,0,0.004459309,0.001114827,0,0,57,0.6,50,6.8,53,110,163,4,3,159,154,158,5,1,1,1 -832,152,0,0,0.001533742,0.001533742,0,0,61,0.5,61,3.4,61,99,160,4,3,159,155,158,4,1,10,2 -833,152,0,0,0.007326007,0.001831502,0,0,56,0.6,39,6.8,61,99,160,3,2,157,153,156,5,1,1,1 -834,152,0,0,0.004576659,0,0,0,57,0.5,43,8.7,41,123,164,4,0,160,158,161,1,1,1,1 -835,128,0.007216495,0,0.003092784,0.005154639,0,0,23,2.4,0,4.6,101,70,171,7,1,155,140,144,46,1,6,1 -836,128,0.006,0,0.002,0.01,0,0,16,3.3,0,3.7,114,57,171,6,1,136,130,136,26,1,6,1 -837,128,0.003508772,0,0.001754386,0.007017544,0,0,20,2.6,0,13.2,92,79,171,2,1,151,137,142,39,1,6,1 -838,128,0.008230453,0,0.002743484,0.005486968,0,0,26,2.2,0,5.7,95,79,174,2,1,157,142,146,43,1,6,1 -839,138,0,0,0.005149331,0,0,0,45,0.7,56,6.5,39,113,152,3,0,141,139,141,1,1,1,1 -840,138,0,0,0.005291005,0,0,0,45,0.7,62,6.7,39,113,152,3,0,141,139,141,1,1,10,2 -841,138,0,0,0.003773585,0,0,0,46,0.7,53,7.8,39,113,152,4,0,141,138,141,2,1,1,1 -842,138,0,0,0.003311258,0,0,0,42,0.8,44,7.8,39,113,152,3,0,141,139,142,1,1,1,1 -843,138,0,0,0.004273504,0,0,0,42,0.7,48,7.2,39,113,152,2,0,141,139,142,1,1,1,1 -844,138,0,0,0.00295858,0,0,0,44,0.6,61,5.1,19,130,149,1,0,141,140,142,0,0,10,2 -845,138,0,0,0.003464203,0,0,0,43,0.6,54,5.4,19,130,149,1,0,141,140,142,0,0,1,1 -846,138,0.000942507,0,0.002827521,0,0,0,39,0.8,12,10.5,49,105,154,5,0,141,141,142,1,1,1,1 -847,138,0.001083424,0,0.004333694,0,0,0,39,0.8,9,10.9,49,105,154,5,0,142,141,143,1,1,1,1 -848,138,0.00081367,0,0.003254679,0,0,0,40,0.8,7,10.8,49,105,154,5,0,142,141,143,1,1,1,1 -849,138,0.001848429,0,0.003696858,0,0,0,41,0.8,8,10.3,51,105,156,4,0,142,142,143,2,1,1,1 -850,138,0.001858736,0,0.003717472,0,0,0,41,0.8,8,10.3,51,105,156,4,0,142,142,143,2,1,2,1 -851,138,0.001182033,0,0.003546099,0,0,0,43,0.7,9,8.3,25,131,156,0,0,142,142,144,1,0,1,1 -852,138,0.00234192,0,0.004683841,0,0,0,45,0.7,13,6.5,25,131,156,0,0,147,145,146,2,0,2,1 -853,138,0,0,0.003649635,0,0,0,39,0.8,10,9.1,23,131,154,2,0,142,141,143,1,0,1,1 -854,138,0,0,0.001392758,0,0,0,41,0.7,37,7.8,25,129,154,2,0,140,140,141,1,0,1,1 -855,138,0,0,0.001519757,0,0,0,44,0.7,58,5,16,129,145,1,0,141,140,142,0,1,1,1 -856,142,0,0,0.004092769,0,0,0,45,0.7,21,8.9,25,132,157,1,0,145,144,146,1,0,1,1 -857,142,0,0,0.003802281,0,0,0,43,0.8,3,9.6,25,132,157,1,0,145,144,146,1,0,1,1 -858,142,0,0,0.004060914,0,0,0,44,0.8,1,11.1,32,126,158,1,0,145,146,147,2,0,1,1 -859,142,0,0,0.004716981,0,0,0,41,0.8,0,12.6,32,126,158,0,0,151,146,148,5,1,1,1 -860,142,0,0,0.004291845,0,0,0,41,0.9,0,11.7,35,123,158,0,0,151,146,149,7,1,1,1 -861,142,0.001470588,0,0.004411765,0,0,0,39,0.9,0,12,32,127,159,1,0,151,147,149,4,1,1,1 -862,142,0.002985075,0,0.004477612,0,0,0,46,0.7,27,5.9,26,133,159,1,0,150,148,150,1,0,2,1 -863,142,0.00295421,0,0.004431315,0,0,0,36,1,13,12,95,71,166,5,0,145,145,146,2,1,2,1 -864,142,0.001088139,0,0.005440696,0,0,0,44,0.7,40,7.1,28,130,158,3,0,147,146,148,0,0,1,1 -865,142,0.00154321,0,0.00308642,0,0,0,45,0.7,16,8.4,24,135,159,0,0,150,149,150,1,0,1,1 -866,142,0.001718213,0,0.003436426,0,0,0,38,0.9,0,11.4,32,127,159,1,0,151,146,149,5,0,1,1 -867,142,0,0,0.004264392,0,0,0,49,0.6,30,7.1,17,140,157,1,0,150,148,150,0,0,1,1 -868,142,0.001169591,0,0.005847953,0,0,0,43,0.7,37,7.2,28,130,158,3,0,147,146,148,0,0,1,1 -869,142,0.001631321,0,0.006525285,0,0,0,44,0.7,42,7.3,39,119,158,4,0,147,146,148,1,1,1,1 -870,136,0.007187781,0,0.005390836,0,0,0,42,0.7,20,4,38,120,158,2,0,141,143,144,3,0,2,1 -871,136,0.007802341,0,0.006501951,0,0,0,42,0.7,20,4.3,38,120,158,2,1,141,143,144,3,0,2,1 -872,136,0.005420054,0,0.004065041,0,0,0,42,0.7,18,4.5,38,120,158,2,0,141,142,143,2,0,2,1 -873,136,0.004092769,0,0.005457026,0,0,0,42,0.7,22,4.5,37,120,157,3,0,141,141,142,1,0,2,1 -874,136,0.00331675,0,0.004975124,0,0,0,44,0.7,18,4.1,24,133,157,1,0,140,141,142,1,0,2,1 -875,136,0.001718213,0,0.005154639,0,0,0,44,0.7,14,7.1,27,126,153,2,0,142,140,142,1,0,1,1 -876,135,0.00238379,0,0.00476758,0,0,0,42,0.8,7,8.5,34,119,153,3,0,142,140,142,1,0,2,1 -877,135,0.001492537,0,0.005970149,0,0,0,41,0.8,6,9.5,34,119,153,3,0,142,140,142,2,0,1,1 -878,136,0.00240096,0,0.004801921,0,0,0,40,0.8,7,10.3,35,119,154,2,0,138,139,140,2,0,2,1 -879,136,0.001526718,0,0.00610687,0,0,0,39,0.9,8,11.2,47,107,154,1,0,138,139,139,2,0,1,1 -880,136,0.00128866,0,0.005154639,0,0,0,37,0.9,0,12.1,36,118,154,2,0,138,139,141,2,0,1,1 -881,136,0.0013947,0,0.0041841,0,0,0,37,0.9,0,11.7,47,107,154,2,0,138,139,140,2,1,1,1 -882,136,0,0,0.006887052,0,0,0,39,0.9,0,12.6,41,110,151,3,0,139,139,140,1,1,1,1 -883,136,0.001149425,0,0.004597701,0,0,0,36,0.9,2,10.4,29,124,153,2,0,139,139,140,1,0,1,1 -884,136,0.001295337,0,0.005181347,0,0,0,37,0.9,12,8.8,33,124,157,3,0,139,139,140,1,0,1,1 -885,136,0.001228501,0,0.003685504,0,0,0,39,0.8,28,6.6,33,124,157,4,0,141,139,141,1,0,1,1 -886,136,0,0,0.001569859,0,0,0,44,0.7,47,5.3,12,135,147,1,0,141,140,142,0,0,1,1 -887,136,0.001506024,0,0.006024096,0,0,0,45,0.6,48,4.3,19,135,154,2,0,141,141,142,0,-1,1,1 -888,136,0,0,0.005488474,0,0,0,51,0.5,25,6.2,15,135,150,1,0,144,143,144,0,0,1,1 -889,136,0,0,0.003605769,0,0,0,52,0.5,28,6.1,14,136,150,1,0,144,143,145,0,0,1,1 -890,136,0.001123596,0,0.003370787,0,0,0,46,0.6,43,4.7,18,136,154,1,0,141,141,142,0,-1,1,1 -891,136,0.00102145,0,0.005107252,0,0,0,47,0.6,38,5.3,18,136,154,1,0,141,141,142,0,-1,1,1 -892,136,0,0,0.003968254,0,0,0,51,0.6,28,6.2,12,136,148,1,0,144,142,144,0,0,1,1 -893,136,0.001782531,0,0.004456328,0,0,0,43,0.7,39,5.2,23,131,154,3,0,141,140,142,0,0,1,1 -894,144,0,0,0.005952381,0,0,0,38,0.8,6,8.7,27,134,161,1,0,148,147,149,1,0,1,1 -895,144,0,0,0.006756757,0,0,0,36,0.8,2,10.4,27,134,161,0,0,147,147,148,1,0,1,1 -896,144,0,0,0.006389776,0,0,0,37,0.9,3,11.5,27,134,161,0,0,148,148,149,1,0,1,1 -897,144,0.0008285,0,0.005799503,0,0,0,35,0.9,2,10.8,36,125,161,0,0,150,148,150,2,1,1,1 -898,144,0,0,0.005787037,0,0,0,32,1,0,13.2,38,122,160,1,0,150,147,149,2,1,1,1 -899,144,0.001184834,0,0.004739336,0,0,0,30,1.1,0,13.5,43,122,165,0,0,148,147,149,3,0,1,1 -900,144,0.003669725,0,0.005504587,0,0,0,32,1.2,0,12.6,58,117,175,4,0,148,150,150,8,0,2,1 -901,144,0.003125,0,0.0046875,0,0,0,29,1.4,0,18.1,58,117,175,3,0,150,149,150,9,0,2,1 -902,144,0.002283105,0,0.006849315,0.002283105,0,0,26,1.6,0,20.8,76,99,175,3,1,150,148,150,12,0,6,1 -903,144,0,0,0.006956522,0.003478261,0,0,22,1.8,0,21.3,76,96,172,3,2,148,144,147,11,1,7,1 -904,146,0,0,0.008284024,0.001183432,0,0,28,1.5,11,22.3,82,92,174,6,1,150,147,150,8,1,3,1 -905,146,0,0,0.006965174,0.00199005,0,0,30,1.3,4,17.6,75,93,168,5,0,147,145,148,6,1,3,1 -906,146,0,0,0.007092199,0.005319149,0,0,30,1.1,0,4.7,59,99,158,3,0,147,143,147,5,1,7,1 -907,146,0.004171011,0,0.005213764,0.003128259,0,0,29,1.2,1,7,62,107,169,2,2,150,147,149,7,0,6,1 -908,146,0.005263158,0,0.005263158,0.002631579,0,0,29,1.3,2,7.5,70,99,169,2,1,150,148,150,7,1,6,1 -909,146,0.008419083,0,0.00748363,0,0,0,28,1.3,1,6.9,65,120,185,7,1,153,154,155,6,0,2,1 -910,146,0.006379585,0,0.007974482,0,0,0,27,1.3,0,9.4,62,126,188,4,0,157,156,157,5,0,2,1 -911,146,0.001628664,0,0,0.008143322,0,0,19,3.4,0,15,150,50,200,8,1,148,139,146,36,0,7,1 -912,146,0.003099174,0,0.002066116,0.005165289,0,0,25,2.5,0,11.2,92,80,172,8,1,155,145,152,32,1,6,1 -913,146,0.00462963,0,0.00462963,0.001157407,0,0,27,1.5,0,14.4,55,119,174,5,0,155,152,155,8,0,2,1 -914,122,0,0,0.001193317,0,0,0,40,0.7,12,8,23,106,129,1,0,125,121,124,3,1,1,1 -915,122,0,0,0.001152074,0,0,0,37,0.8,2,9.4,33,99,132,2,0,123,122,124,1,1,1,1 -916,122,0.0027894,0,0.0027894,0,0,0,32,1.2,0,8.7,52,95,147,3,1,123,122,124,4,0,1,1 -917,122,0.00408998,0,0.00204499,0,0,0.00204499,27,1.6,0,3.2,60,87,147,1,1,123,118,123,18,0,6,1 -918,122,0,0,0.005119454,0,0,0.001706485,33,1.1,8,7.2,60,87,147,4,2,120,115,120,11,0,7,1 -919,122,0,0,0.003058104,0.001529052,0,0,36,1,12,7.7,42,87,129,2,0,123,117,121,10,1,7,1 -920,122,0,0,0.004392387,0,0,0,39,0.8,10,8.4,23,106,129,1,0,123,119,121,2,0,1,1 -921,122,0,0,0.004926108,0,0,0,37,0.8,11,10,26,109,135,2,0,123,125,126,2,0,1,1 -922,122,0,0,0.006648936,0.002659574,0,0,31,1,7,9.5,32,101,133,2,0,123,122,124,3,1,1,1 -923,122,0.002072539,0,0.002072539,0,0,0.001036269,31,1.2,1,8.3,60,87,147,2,1,120,119,123,9,0,6,1 -924,122,0.003759398,0,0.001879699,0,0,0,31,1.3,0,8.8,52,95,147,2,1,120,123,124,5,0,2,1 -925,122,0.005037783,0,0.003778338,0.002518892,0,0,31,1.2,0,6.7,57,93,150,2,0,133,130,134,12,1,6,1 -926,122,0.002469136,0,0.004938272,0.002469136,0,0,23,1.7,3,9.3,73,84,157,3,0,126,121,122,14,0,6,1 -927,122,0,0,0.006276151,0.00209205,0,0,27,1.4,4,12.3,53,91,144,4,0,126,120,122,6,0,1,1 -928,122,0.002024291,0,0.005060729,0.003036437,0,0,26,1.5,0,7.7,68,89,157,2,0,125,122,124,11,0,6,1 -929,122,0.001145475,0,0.004581901,0.003436426,0,0,28,1.4,0,8.5,52,89,141,3,0,125,120,123,9,0,7,1 -930,122,0.005121639,0,0.003841229,0.002560819,0,0,32,1.2,0,6.5,57,93,150,2,0,133,130,134,12,1,6,1 -931,122,0.004744958,0,0.005931198,0,0,0,34,1,0,8.3,53,97,150,3,1,133,132,134,3,1,2,1 -932,122,0,0,0.006550218,0.003275109,0,0,30,1.3,0,11.6,51,89,140,1,0,127,121,125,8,1,7,1 -933,122,0,0,0.008168028,0,0,0,34,0.9,0,12.1,30,108,138,1,0,127,125,128,2,0,1,1 -934,122,0.001831502,0,0.004578755,0.001831502,0,0,26,1.5,4,10,66,91,157,3,0,126,121,123,11,0,6,1 -935,126,0.003289474,0,0.006578947,0.003289474,0,0,25,1.8,0,14.6,102,52,154,3,0,136,130,134,12,1,6,1 -936,126,0.002747253,0,0.005494505,0.001373626,0,0,30,1.2,0,10.8,52,95,147,3,1,136,131,134,7,1,2,1 -937,126,0,0,0.007802341,0,0,0,33,1,0,13.7,32,109,141,1,0,131,131,133,2,1,1,1 -938,126,0,0,0.00716479,0,0,0,34,0.9,0,14.8,31,111,142,1,0,133,132,134,2,1,1,1 -939,126,0,0,0.008083141,0,0,0,34,1,0,15.2,33,109,142,1,0,134,131,134,3,1,1,1 -940,136,0,0,0.005797101,0.002898551,0,0,56,1.1,32,7.4,95,74,169,4,3,140,137,140,12,1,7,1 -941,136,0,0,0.002252252,0,0,0,66,0.4,61,5.6,24,127,151,1,0,142,140,142,0,0,10,2 -942,136,0.000927644,0,0.004638219,0,0,0,61,0.5,48,8,31,124,155,9,0,142,140,141,2,0,10,2 -943,136,0.003416856,0,0.004555809,0,0,0,54,0.7,15,10.5,43,118,161,7,0,136,141,141,8,0,2,1 -944,136,0.002497918,0,0.001665279,0,0,0,54,0.5,8,9.5,49,118,167,1,0,151,149,151,7,1,2,1 -945,136,0.001190476,0,0.002380952,0.004761905,0,0.002380952,24,2.3,0,0,116,51,167,6,2,126,115,122,57,0,8,3 -946,138,0.004010695,0,0,0.002673797,0,0,46,1,16,3.9,116,51,167,6,3,151,144,151,30,1,6,1 -947,142,0,0,0.00477327,0.003579952,0,0,32,1.3,4,14.6,82,76,158,4,0,147,141,144,12,1,7,1 -948,142,0.003058104,0,0.007135576,0.003058104,0,0,30,1.4,0,17.2,83,76,159,4,1,144,142,145,10,1,6,1 -949,142,0.005649718,0,0.001129944,0,0,0,45,0.8,1,11.1,47,113,160,4,2,150,148,151,4,1,2,1 -950,142,0.00511509,0,0.001278772,0,0,0,39,0.8,0,10.2,53,106,159,7,0,150,149,151,2,1,2,1 -951,142,0.002766252,0,0.004149378,0,0,0,34,1.1,0,19.6,67,94,161,5,1,151,146,149,8,1,2,1 -952,142,0,0,0.002403846,0,0,0,31,1.2,0,24.1,67,94,161,2,0,151,145,148,10,1,1,1 -953,136,0.009505703,0,0.005703422,0.002851711,0,0,35,1.2,0,7.6,94,65,159,5,0,144,140,144,19,1,6,1 -954,136,0.005181347,0,0.003108808,0.004145078,0,0,37,1.2,0,8.6,94,64,158,2,0,139,137,141,21,1,6,1 -955,136,0,0,0.007035176,0.004020101,0,0,35,1.1,0,11.5,86,69,155,3,0,136,133,137,14,1,7,1 -956,136,0,0,0.008454106,0.004830918,0,0,32,1.3,0,17.5,102,61,163,7,0,136,133,137,17,1,7,1 -957,136,0,0,0.008206331,0.007033998,0,0,32,1.3,0,12.9,92,71,163,4,0,133,133,137,19,1,7,1 -958,136,0,0,0.007874016,0.007874016,0,0,33,1.3,0,8,81,73,154,4,1,133,132,135,17,1,7,1 -959,136,0,0,0.008116883,0.00487013,0,0,33,1.2,0,14.4,91,61,152,5,0,136,132,137,17,1,7,1 -960,133,0,0,0.008010681,0.008010681,0,0,20,2.6,0,22.5,98,63,161,7,0,136,126,135,54,1,7,1 -961,133,0,0,0.006134969,0.009202454,0,0,20,2.7,0,18.5,98,63,161,7,0,136,124,134,61,1,7,1 -962,133,0,0,0.006772009,0.003386005,0,0,35,1.3,4,27,90,67,157,7,0,139,135,139,16,1,7,1 -963,133,0.000846024,0,0.001692047,0.007614213,0,0,33,1.4,3,12.8,87,65,152,6,0,136,130,137,26,1,7,1 -964,133,0,0,0.00128866,0.007731959,0,0,37,1.3,4,14.6,81,71,152,4,0,136,130,136,24,1,7,1 -965,133,0.004616805,0,0.004616805,0.003693444,0,0,27,1.8,0,17.8,92,61,153,5,1,142,134,140,29,1,6,1 -966,133,0.00286944,0,0.004304161,0.004304161,0,0,28,1.6,0,15.2,96,57,153,5,2,141,135,140,26,1,6,1 -967,133,0.005427408,0,0.004070556,0.001356852,0,0,29,1.7,0,23.4,89,64,153,9,2,142,135,141,22,1,2,1 -968,133,0.005,0,0.003333333,0.001666667,0,0,27,1.7,0,20.4,89,64,153,9,2,142,135,140,21,1,2,1 -969,133,0,0,0.00672043,0.001344086,0,0,37,1.1,0,29.1,90,67,157,9,1,140,136,140,12,1,3,1 -970,133,0,0,0.00754717,0,0,0,41,1,5,28.9,73,84,157,8,2,140,136,140,8,1,3,1 -971,133,0,0,0.001430615,0.001430615,0,0,44,0.8,13,17.8,65,82,147,2,0,140,136,139,8,1,3,1 -972,131,0,0,0.00591716,0.00887574,0,0,29,2.1,4,3.6,108,59,167,7,1,135,120,132,72,1,7,1 -973,131,0,0,0.007509387,0.008760951,0,0,25,2.4,3,3.9,108,59,167,7,1,136,120,134,82,1,7,1 -974,131,0,0,0.005464481,0.008196721,0,0,32,1.8,6,2.3,97,59,156,3,1,135,120,133,70,1,7,1 -975,131,0,0,0.004158004,0.008316008,0,0,39,1,6,2.5,68,73,141,5,0,135,124,134,39,1,7,1 -976,131,0,0,0.005263158,0.006578947,0,0,32,2.2,12,6.1,108,59,167,6,1,143,125,137,91,1,7,1 -977,131,0.002275313,0,0.004550626,0.004550626,0,0,42,1,11,4.6,102,51,153,6,0,143,134,141,34,1,6,1 -978,131,0,0,0.006993007,0.005244755,0,0,40,1.1,13,4.9,100,51,151,7,0,143,132,139,43,1,7,1 -979,131,0.004219409,0,0.005274262,0.007383966,0,0.001054852,33,1.9,0,2.4,127,51,178,7,0,142,126,139,90,1,6,1 -980,131,0.00617284,0,0.00308642,0.00462963,0,0.00154321,35,1.7,0,0,126,52,178,6,1,143,128,142,92,1,6,1 -981,131,0.006097561,0,0.004573171,0.006097561,0,0,38,1.3,0,2.9,95,58,153,5,0,143,131,142,64,1,6,1 -982,131,0.006756757,0,0.006756757,0.004504505,0,0,42,0.9,0,3.2,79,74,153,2,0,142,136,142,24,1,6,1 -983,131,0,0,0.004210526,0,0,0,29,1,0,13,31,117,148,0,0,129,133,134,5,0,1,1 -984,131,0,0,0.004784689,0,0,0,29,1,0,12.9,31,115,146,0,0,129,131,132,3,0,1,1 -985,131,0.001398601,0,0.002797203,0,0,0,29,1,0,12.4,27,122,149,0,0,136,136,138,2,0,1,1 -986,131,0.008321775,0,0.00554785,0,0,0,25,1.3,0,6.8,42,117,159,1,0,136,138,139,5,0,2,1 -987,131,0.007751938,0,0.007751938,0,0,0,24,1.3,0,7.3,42,117,159,2,0,136,138,139,5,0,2,1 -988,131,0.012232416,0,0.006116208,0,0,0,28,1.4,0,4.3,52,118,170,8,0,143,145,145,8,0,2,1 -989,131,0.010738255,0,0.005369128,0,0,0,29,1.3,0,4.5,89,82,171,8,0,143,145,145,9,1,2,1 -990,131,0.010648596,0,0.004840271,0,0,0,23,1.5,0,6.6,52,124,176,3,0,148,148,149,7,0,2,1 -991,131,0.009497965,0,0.002713704,0,0,0,25,1.4,0,6.5,91,87,178,6,0,136,144,144,17,0,2,1 -992,131,0.010309278,0,0.001718213,0,0,0,25,1.3,0,6.8,82,87,169,5,0,136,141,141,9,0,2,1 -993,131,0.010706638,0,0.004282655,0,0,0,27,1.4,0,8.7,52,118,170,7,0,148,146,147,7,0,2,1 -994,131,0.013245033,0,0.005298013,0,0,0,28,1.3,0,4,89,82,171,7,0,143,146,146,8,1,2,1 -995,129,0.003811944,0,0.001270648,0,0,0,27,1.2,1,7.9,60,98,158,3,0,133,133,134,4,0,2,1 -996,129,0.003062787,0,0,0,0,0,28,1.1,1,7.1,30,122,152,1,0,133,133,134,2,0,2,1 -997,129,0.006147541,0,0.004098361,0.00102459,0,0,25,1.5,0,11.3,59,103,162,4,0,129,132,131,14,0,2,1 -998,129,0.006872852,0,0.005727377,0,0,0,23,1.5,0,12.6,44,115,159,1,0,133,139,141,11,0,2,1 -999,129,0.008746356,0,0.004373178,0,0,0,24,1.5,0,13.4,45,114,159,1,0,133,138,138,9,0,2,1 -1000,129,0.014023732,0,0.007551241,0,0,0,23,1.5,0,0.5,53,109,162,5,0,144,143,145,8,0,4,1 -1001,129,0.014906832,0,0.00621118,0,0,0,22,1.6,0,0.5,58,108,166,4,0,141,143,144,9,0,4,1 -1002,129,0.008006405,0,0.008006405,0,0,0,22,1.5,0,10.6,53,109,162,4,0,147,143,146,7,1,4,1 -1003,129,0.010989011,0,0.008241758,0,0,0,21,1.5,0,4.5,54,108,162,4,0,144,142,144,8,1,4,1 -1004,129,0.012430939,0,0.008287293,0,0,0,22,1.6,0,0,58,108,166,4,0,141,142,144,11,0,4,1 -1005,129,0.011986301,0,0.008561644,0,0,0,23,1.6,0,0,54,112,166,4,0,138,143,144,13,0,4,1 -1006,122,0.003329634,0,0.001109878,0.004439512,0,0,15,2.7,0,19.6,129,51,180,6,1,122,122,123,43,0,6,1 -1007,122,0.004137931,0,0.00137931,0.005517241,0,0,13,3,0,21.1,129,51,180,6,1,122,122,123,54,0,6,1 -1008,122,0.001851852,0,0,0.007407407,0,0,13,3.2,0,20.8,129,51,180,5,1,119,119,121,62,0,7,1 -1009,122,0.004424779,0,0.002212389,0.002212389,0,0,17,2.1,0,15.4,71,95,166,2,0,122,124,123,18,0,2,1 -1010,122,0.00243309,0,0,0.00729927,0,0,12,3.6,0,25.3,129,51,180,7,1,122,119,122,79,0,7,1 -1011,139,0.00408998,0,0.005112474,0,0,0,33,1.1,0,12.8,40,131,171,1,0,144,144,145,3,-1,2,1 -1012,139,0.00373599,0,0.00498132,0,0,0,34,1.1,0,14.1,36,129,165,2,0,144,143,144,2,0,2,1 -1013,139,0.0067659,0,0.00270636,0,0,0,41,0.8,0,8.2,42,131,173,2,0,144,144,145,3,-1,2,1 -1014,139,0.007722008,0,0.003861004,0,0,0,34,1,0,8.1,42,131,173,4,0,144,145,146,3,-1,2,1 -1015,139,0.006311993,0,0.004508566,0,0,0,39,0.8,0,7.6,34,136,170,1,0,144,146,146,3,-1,2,1 -1016,139,0.006810443,0,0.004540295,0,0,0,38,0.9,0,7.1,34,136,170,1,0,144,146,146,4,-1,2,1 -1017,139,0.004531722,0,0.004531722,0.001510574,0,0,37,1.3,0,7.8,106,68,174,7,1,141,143,145,13,1,2,1 -1018,139,0.003076923,0,0.003076923,0,0,0,38,1,0,11.7,47,114,161,2,0,142,141,142,3,0,1,1 -1019,139,0.002493766,0,0.004987531,0,0,0,35,1,0,11.6,28,131,159,0,0,144,143,145,1,0,1,1 -1020,135,0.003393665,0,0.00678733,0,0,0,29,1.3,0,10.4,37,123,160,3,0,138,139,140,3,0,2,1 -1021,135,0.002773925,0,0.006934813,0,0,0,28,1.4,0,9.7,40,120,160,2,0,138,139,140,2,0,2,1 -1022,135,0.007734807,0,0.007734807,0.001104972,0,0,27,1.4,0,8.5,106,64,170,4,2,138,140,141,8,1,2,1 -1023,135,0.001869159,0,0.005607477,0,0,0,26,1.3,0,10.1,37,123,160,1,1,137,138,139,2,0,1,1 -1024,135,0.008324662,0,0.007284079,0.004162331,0,0,26,1.6,0,6,106,64,170,4,2,141,138,141,16,1,6,1 -1025,135,0.006745363,0,0.008431703,0.005059022,0,0,23,1.8,0,8.8,112,60,172,6,2,139,137,140,20,1,6,1 -1026,135,0.005889282,0,0.005889282,0.004711425,0,0,27,1.5,0,5.8,96,69,165,5,2,143,139,142,17,1,6,1 -1027,135,0.002020202,0,0.006060606,0.006060606,0,0,23,1.7,0,8.4,88,69,157,6,2,139,134,139,17,1,7,1 -1028,135,0.009485095,0,0.005420054,0.002710027,0,0,24,2.5,0,3.9,98,80,178,4,2,143,143,146,15,0,6,1 -1029,135,0.011235955,0,0.004815409,0.001605136,0,0,25,2.5,0,4.6,89,89,178,5,2,143,145,147,10,0,2,1 -1030,135,0.003314917,0,0.003314917,0.003314917,0,0,24,1.5,0,13.1,55,102,157,4,0,136,134,136,9,0,6,1 -1031,135,0.0032,0,0.0032,0.0048,0,0,23,1.6,0,9.1,67,90,157,3,0,133,133,135,10,1,6,1 -1032,136,0.013861386,0,0.004950495,0,0,0,23,2.4,0,5.9,52,117,169,2,0,143,145,146,7,0,2,1 -1033,136,0.01344086,0,0.005376344,0,0,0,22,2.3,0,7.2,64,114,178,3,1,145,144,145,6,0,2,1 -1034,135,0.004126547,0,0.002751032,0.004126547,0,0,25,1.5,0,8.9,68,90,158,3,0,136,134,136,10,0,6,1 -1035,135,0.006849315,0,0.00456621,0.002283105,0,0,26,1.5,0,3.4,68,90,158,4,0,139,137,139,10,1,2,1 -1036,125,0,0,0.004040404,0.002020202,0,0,32,1,15,6,33,97,130,1,0,123,121,124,2,1,7,1 -1037,125,0.000847458,0,0.004237288,0.000847458,0,0,35,0.9,20,6.9,43,101,144,4,0,126,125,127,2,0,1,1 -1038,125,0,0,0.003984064,0,0,0,37,0.8,20,7.1,22,116,138,2,0,126,125,127,1,0,1,1 -1039,125,0.000953289,0,0.003813155,0,0,0,38,0.8,25,6.2,28,116,144,1,0,131,129,131,1,0,1,1 -1040,125,0,0,0.005217391,0,0,0,38,0.8,18,6.7,25,118,143,1,0,131,129,131,0,0,1,1 -1041,125,0.001113586,0,0.003340757,0,0,0,37,0.8,12,8.7,42,103,145,2,0,131,129,132,1,1,1,1 -1042,125,0,0,0.003640777,0,0,0,38,0.8,11,9,35,103,138,2,0,131,129,131,1,1,1,1 -1043,125,0,0,0.003992016,0,0,0,37,0.8,15,8,34,103,137,1,0,131,129,131,1,1,1,1 -1044,125,0.001122334,0,0.003367003,0,0,0,38,0.8,12,8.8,42,103,145,2,0,131,129,132,1,1,1,1 -1045,125,0,0,0.004304161,0,0,0,38,0.8,11,9.5,35,103,138,2,0,131,129,131,1,1,1,1 -1046,125,0.003500583,0,0.005834306,0,0,0,36,0.9,4,6.5,45,115,160,2,0,131,131,131,3,0,2,1 -1047,125,0.002967359,0,0.004451039,0,0,0,37,0.8,5,6.7,30,115,145,2,0,131,130,132,1,0,2,1 -1048,125,0.004357298,0,0.006535948,0,0,0,33,0.9,2,6.6,48,116,164,2,0,127,131,131,6,-1,2,1 -1049,125,0.004201681,0,0.004201681,0,0,0,32,1,0,6.3,50,114,164,2,0,127,131,130,9,-1,2,1 -1050,125,0.004790419,0,0.003592814,0,0,0,28,1.2,0,7.9,87,79,166,4,0,131,132,132,8,0,2,1 -1051,125,0.006504065,0,0.004878049,0,0,0,26,1.3,0,8,87,79,166,4,0,131,133,132,11,0,2,1 -1052,127,0.006090134,0,0.006090134,0,0,0,33,1,0,6.7,54,114,168,3,0,131,135,133,12,-1,2,1 -1053,127,0.006589786,0,0.006589786,0,0,0,34,1,0,6.1,54,114,168,1,0,131,136,134,15,-1,2,1 -1054,127,0.009888752,0,0.007416564,0.001236094,0,0,30,1.4,0,6.7,119,63,182,9,0,134,138,137,18,0,2,1 -1055,127,0.005119454,0,0.008532423,0,0,0,32,1.1,0,7,57,114,171,2,0,127,137,135,23,-1,2,1 -1056,127,0.008108108,0,0.006756757,0.002702703,0,0,22,2.1,0,22.7,119,63,182,6,0,131,133,135,32,0,6,1 -1057,127,0.006825939,0,0.006825939,0.003412969,0,0,21,2.2,0,24.9,101,81,182,5,0,131,131,133,26,0,6,1 -1058,127,0,0,0.00751073,0.00751073,0,0,18,2.5,0,19.1,83,76,159,5,0,120,118,121,20,0,7,1 -1059,127,0,0,0.006925208,0.005540166,0,0,20,2.2,0,19.3,78,81,159,4,0,131,122,124,23,0,7,1 -1060,127,0,0,0.008714597,0.010893246,0,0,17,2.8,0,3.7,81,76,157,3,0,114,112,115,16,0,7,1 -1061,127,0,0,0.007389163,0.012315271,0,0,17,2.8,0,3.7,81,76,157,5,0,114,113,116,16,0,7,1 -1062,127,0.00408998,0,0.008179959,0,0,0,32,1,0,7.5,57,114,171,1,0,131,135,134,14,-1,2,1 -1063,127,0.00255102,0,0.007653061,0,0,0,33,1,0,7.6,32,114,146,0,0,129,130,132,3,0,2,1 -1064,127,0,0,0.004555809,0.004555809,0,0,19,2.3,0,25.1,78,81,159,2,0,131,123,125,23,0,7,1 -1065,127,0,0,0.005154639,0.005154639,0,0,19,2.3,0,25.4,78,81,159,4,0,131,125,128,19,0,7,1 -1066,133,0.010277492,0,0.007194245,0,0,0,32,1.4,0,6.3,83,96,179,5,0,163,149,149,37,0,4,1 -1067,133,0.014302741,0,0.005959476,0,0,0,31,1.4,0,1.3,83,96,179,7,1,163,151,154,31,1,4,1 -1068,133,0.013812155,0,0.004143646,0.001381215,0,0,28,1.6,0,0,89,91,180,7,1,163,152,158,34,1,4,1 -1069,133,0.009578544,0,0.005747126,0,0,0,33,1.2,0,4.4,82,97,179,7,0,163,156,161,19,1,4,1 -1070,133,0.007246377,0,0.005797101,0.005797101,0,0,17,2.4,0,2.1,98,82,180,4,0,126,137,138,61,0,6,1 -1071,133,0.008130081,0,0.004065041,0.006097561,0,0,16,2.6,0,0,98,82,180,5,0,131,138,136,54,0,6,1 -1072,133,0.001109878,0,0.006659267,0.004439512,0,0,27,1.7,13,11.4,95,82,177,4,0,147,133,138,43,0,6,1 -1073,133,0,0,0.006535948,0.003267974,0,0,31,1.4,16,13,82,82,164,5,0,147,135,140,31,1,7,1 -1074,136,0.005847953,0,0.005847953,0.002923977,0,0,36,1.2,12,5.8,79,88,167,2,0,147,140,145,16,1,6,1 -1075,136,0.006718925,0,0.006718925,0.002239642,0,0,31,1.4,0,8,79,88,167,2,0,144,140,144,14,1,6,1 -1076,137,0.002244669,0,0.006734007,0.005611672,0,0,27,1.6,0,10.1,81,86,167,2,0,144,136,141,23,1,6,1 -1077,137,0.00228833,0,0,0.011441648,0,0,20,2,0,0,74,86,160,1,0,126,128,130,23,0,6,1 -1078,134,0.002473207,0,0.009892828,0.004946414,0,0,26,1.8,10,15.1,82,82,164,5,0,147,133,137,40,1,6,1 -1079,134,0,0,0.005110733,0.003407155,0,0,31,1.4,17,14.6,82,82,164,4,0,147,135,139,30,1,7,1 -1080,134,0.002795899,0,0.006523765,0.004659832,0,0,25,1.9,11,9.8,96,82,178,5,0,147,135,138,43,0,6,1 -1081,134,0.002824859,0,0.005649718,0.008474576,0,0,14,3,0,0,98,82,180,3,0,126,129,129,46,0,7,1 -1082,141,0.001851852,0,0.005555556,0.002777778,0,0,36,1.3,9,9.8,79,92,171,6,0,145,143,146,10,1,6,1 -1083,141,0.001426534,0,0.007132668,0.004279601,0,0,28,1.7,2,11.7,86,85,171,9,0,144,141,144,15,1,7,1 -1084,141,0.001779359,0,0.007117438,0.005338078,0,0,25,1.8,1,12.6,86,85,171,9,0,145,141,145,17,1,7,1 -1085,122,0.001913876,0,0.002870813,0,0,0,21,1.8,0,16.3,44,108,152,1,0,125,127,127,5,0,2,1 -1086,122,0.001251564,0,0.003754693,0,0,0,21,1.7,0,16.1,48,104,152,2,0,125,126,126,4,0,1,1 -1087,122,0,0,0.003565062,0,0,0,23,1.6,1,16.9,41,111,152,2,0,125,127,127,4,0,1,1 -1088,122,0.006289308,0,0.003144654,0,0,0,20,2,0,9.9,43,108,151,0,0,131,129,130,4,0,2,1 -1089,122,0.004484305,0,0.002989537,0,0,0,20,2,0,10.2,42,104,146,0,0,131,128,130,4,0,2,1 -1090,122,0.000937207,0,0.001874414,0,0,0,27,1.3,0,9.3,27,113,140,1,0,125,125,126,1,0,1,1 -1091,122,0,0,0,0,0,0,29,1.3,0,10.2,27,110,137,0,1,127,126,127,1,0,1,1 -1092,122,0.00191022,0,0.007640879,0,0,0,26,1.4,1,8.2,36,114,150,2,0,122,126,126,6,-1,2,1 -1093,122,0,0,0.004081633,0,0,0,23,1.5,1,9.2,28,113,141,1,0,122,124,124,2,0,2,1 -1094,122,0.015642458,0,0.001117318,0,0,0,22,2.2,0,1.9,52,100,152,1,0,131,133,134,5,0,2,1 -1095,122,0.017667845,0,0.001766784,0,0,0,22,2.5,0,2.2,52,100,152,1,0,136,132,134,6,0,2,1 -1096,123,0.011571842,0,0.00192864,0,0,0,22,2.2,0,6.7,52,100,152,2,0,131,132,133,4,0,2,1 -1097,123,0.01734104,0,0.001926782,0,0,0,24,2.2,0,1.7,52,100,152,1,0,136,133,135,5,0,2,1 -1098,122,0.001118568,0,0.003355705,0,0,0,21,1.8,2,14.9,54,100,154,3,0,126,125,127,4,0,1,1 -1099,122,0,0,0.002515723,0,0,0,22,1.8,2,15.7,36,104,140,2,0,126,125,127,2,0,1,1 -1100,122,0.003051882,0,0.004069176,0,0,0,22,1.8,0,14.7,50,103,153,4,0,126,127,128,4,0,2,1 -1101,122,0,0,0.004065041,0,0,0,22,1.8,0,15.7,34,106,140,2,1,126,125,127,2,0,1,1 -1102,122,0.004333694,0,0.003250271,0,0,0,21,1.7,0,14.9,55,104,159,1,1,126,127,128,6,0,2,1 -1103,122,0.002398082,0,0,0,0,0,23,1.6,0,16.2,33,109,142,2,1,126,127,128,3,0,3,1 -1104,122,0.006972112,0,0.002988048,0,0,0,19,2.3,0,12.1,53,104,157,2,1,125,127,128,8,0,2,1 -1105,122,0,0,0.002785515,0,0,0,21,2.2,0,17.4,39,104,143,4,2,129,126,128,4,0,3,1 -1106,122,0.002798507,0,0.001865672,0.000932836,0,0,19,2,0,17.7,46,102,148,3,0,125,124,126,6,0,2,1 -1107,122,0,0,0.002873563,0,0,0,21,2.2,0,17.1,34,104,138,3,2,129,126,128,3,1,3,1 -1108,122,0.001564945,0,0,0.001564945,0,0,17,2,0,18.8,46,102,148,2,0,119,123,123,8,0,3,1 -1109,122,0.002079002,0,0,0,0,0,18,1.9,0,19.4,40,108,148,3,0,119,125,125,9,0,3,1 -1110,122,0.003018109,0,0.004024145,0,0,0,21,2,0,12.6,49,107,156,3,0,126,125,126,5,0,2,1 -1111,122,0.004724409,0,0,0,0,0,20,2.1,0,9.8,55,101,156,4,1,127,126,127,7,0,2,1 -1112,122,0,0,0,0.001019368,0,0,20,1.8,0,13.8,39,103,142,1,0,120,119,121,3,0,1,1 -1113,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,1,1 -1114,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,3,1 -1115,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,3,1 -1116,122,0,0,0,0,0,0,19,1.9,0,15.1,39,103,142,1,0,120,120,122,3,0,3,1 -1117,122,0,0,0.000974659,0.000974659,0,0,25,1.4,3,9.3,31,105,136,1,0,126,122,124,5,0,1,1 -1118,122,0,0,0.0013947,0,0,0,26,1.3,4,9.8,30,106,136,1,0,126,122,125,3,0,1,1 -1119,122,0.000746269,0,0.005970149,0.000746269,0,0,21,1.7,0,14.3,37,105,142,1,0,125,123,125,3,0,1,1 -1120,122,0.001199041,0,0.005995204,0,0,0,22,1.7,0,13.9,37,105,142,0,0,125,124,126,3,0,1,1 -1121,122,0,0,0.001003009,0.001003009,0,0,23,1.5,3,9.5,33,103,136,0,0,125,120,122,5,0,1,1 -1122,122,0,0,0.001472754,0,0,0,25,1.3,4,9.5,30,106,136,1,0,125,122,124,3,0,1,1 -1123,122,0.000957854,0,0.004789272,0.000957854,0,0,21,1.7,0,14,37,105,142,1,0,125,123,125,3,0,1,1 -1124,122,0.002079002,0,0.002079002,0,0,0,20,1.8,0,15,37,105,142,0,0,125,123,125,4,0,3,1 -1125,122,0.003699137,0,0.004932182,0,0,0,25,1.4,0,8,44,104,148,4,0,126,125,127,3,0,2,1 -1126,122,0.004016064,0,0.002008032,0,0,0,25,1.5,0,8.3,44,104,148,5,0,126,125,126,4,0,2,1 -1127,122,0.001718213,0,0.003436426,0,0,0,27,1.3,0,8.1,39,104,143,3,0,126,124,126,2,0,1,1 -1128,122,0,0,0,0,0,0,29,1.2,0,8.5,26,107,133,1,0,126,124,126,1,1,1,1 -1129,122,0.006067961,0,0.003640777,0.001213592,0,0,22,1.8,0,11.5,52,96,148,1,0,131,128,130,7,0,2,1 -1130,122,0.0063593,0,0.004769475,0,0,0,22,1.7,0,13.5,45,103,148,1,0,131,129,131,4,0,2,1 -1131,122,0.00477327,0,0.003579952,0.00477327,0,0,20,2.6,0,17.7,98,60,158,6,0,131,121,126,31,0,6,1 -1132,122,0.00308642,0,0.007716049,0.007716049,0,0,18,3,0,16.2,98,60,158,7,0,127,120,124,28,0,6,1 -1133,122,0.002304147,0,0.00921659,0.00921659,0,0,16,3.5,0,23.1,98,60,158,5,0,107,115,115,34,0,7,1 -1134,122,0,0,0.010638298,0.010638298,0,0,13,3.8,0,23.6,98,60,158,6,1,127,113,115,41,0,7,1 -1135,122,0.002283105,0,0.006849315,0.006849315,0,0,16,3.4,0,19.8,96,62,158,6,0,125,120,124,25,0,6,1 -1136,122,0.00265252,0,0.01061008,0.00795756,0,0,17,3.4,0,18.4,96,62,158,9,0,125,122,126,26,0,6,1 -1137,122,0,0,0.005514706,0.001838235,0,0,27,1.1,0,10.7,35,101,136,1,0,125,122,124,3,0,7,1 -1138,122,0,0,0.005988024,0.003992016,0,0,30,1.1,0,7.6,39,93,132,2,0,126,122,125,4,1,7,1 -1139,122,0,0,0.004385965,0.001461988,0,0,27,1.2,0,10.1,43,93,136,2,0,125,122,124,3,1,1,1 -1140,122,0,0,0.003883495,0,0,0,25,1.2,0,11,31,105,136,0,0,125,122,124,2,0,1,1 -1141,122,0,0,0.004985045,0.002991027,0,0,27,1.2,0,10.3,40,92,132,3,2,120,120,123,4,1,7,1 -1142,122,0,0,0.004950495,0.004950495,0,0,26,1.3,0,9.8,47,85,132,3,2,126,119,123,10,1,7,1 -1143,122,0.004110997,0,0.005138746,0.004110997,0,0,22,1.7,0,7.4,69,74,143,3,0,133,122,127,26,1,6,1 -1144,122,0.004261364,0,0.005681818,0.005681818,0,0,21,1.7,0,6.7,69,74,143,4,0,133,121,126,32,1,6,1 -1145,122,0,0,0.005144033,0.00308642,0,0,24,1.5,0,10.6,73,77,150,1,2,124,119,123,12,0,7,1 -1146,122,0,0,0.006666667,0.006666667,0,0,21,1.9,0,5.6,73,77,150,3,2,127,115,117,30,0,7,1 -1147,122,0,0,0.006868132,0.008241758,0,0,21,1.7,0,8,55,81,136,2,1,126,115,118,22,1,7,1 -1148,122,0,0,0.005847953,0.00877193,0,0,18,1.9,0,8.8,44,91,135,4,0,126,117,121,19,1,7,1 -1149,122,0,0,0,0.005649718,0,0,21,1.9,0,9.5,57,82,139,4,0,133,119,124,38,1,7,1 -1150,122,0.006980803,0,0,0.001745201,0,0,26,1.4,0,5.6,61,85,146,5,0,140,129,134,28,1,6,1 -1151,122,0.008438819,0,0,0.002109705,0,0,24,1.6,0,8.4,78,79,157,3,0,136,127,131,21,1,6,1 -1152,122,0.008928571,0,0,0,0,0,25,1.5,0,10.9,72,85,157,6,2,136,129,133,14,1,2,1 -1153,122,0.003433476,0,0,0.00944206,0,0,18,2.4,0,4.9,74,69,143,1,1,131,117,120,40,1,6,1 -1154,122,0.001048218,0,0.003144654,0.011530398,0,0,16,2.7,0,5.5,96,56,152,1,2,112,113,116,21,0,7,1 -1155,122,0,0,0.003144654,0.014150943,0,0,13,3,0,0.4,96,56,152,3,2,109,110,112,20,0,7,1 -1156,122,0,0,0.002457002,0.014742015,0,0,13,3,0,0.7,83,69,152,3,0,110,110,113,16,0,7,1 -1157,122,0.006749156,0,0,0.003374578,0,0,23,1.7,0,9.7,78,79,157,6,0,131,125,130,18,0,6,1 -1158,122,0.010351967,0,0,0.002070393,0,0,25,1.6,0,9.1,72,85,157,6,2,136,129,133,15,1,2,1 -1159,127,0.008547009,0,0.007326007,0.002442002,0,0.001221001,22,1.7,0,0,129,52,181,8,0,140,136,142,63,1,6,1 -1160,127,0.009584665,0,0.00798722,0.001597444,0,0,22,1.6,0,0,90,91,181,4,1,140,144,146,25,0,4,1 -1161,127,0.010989011,0,0.01007326,0.000915751,0,0,24,1.5,0,1.7,67,109,176,3,0,155,148,152,19,0,4,1 -1162,127,0.010014306,0,0.008583691,0.001430615,0,0,24,1.5,0,0,72,109,181,4,0,153,150,154,16,0,4,1 -1163,131,0.006243496,0,0.009365245,0,0,0,27,1.4,0,19.2,70,110,180,2,0,155,155,156,14,0,4,1 -1164,131,0.011312217,0,0.011312217,0,0,0,23,1.7,0,6.9,84,110,194,6,0,160,158,161,23,0,4,1 -1165,131,0.010660981,0,0.014925373,0,0,0,26,1.5,0,3,61,109,170,2,1,155,151,154,11,1,4,1 -1166,126,0.008791209,0,0.005494505,0,0,0,24,1.5,0,9.4,33,122,155,1,1,136,137,138,3,0,2,1 -1167,126,0.009118541,0,0.007598784,0,0,0,23,1.5,0,10.3,33,122,155,2,0,136,137,139,3,0,2,1 -1168,126,0,0,0.003521127,0,0,0,35,1,5,7.8,21,121,142,1,0,136,133,135,2,0,1,1 -1169,126,0,0,0.003058104,0,0,0,36,0.9,4,7.3,21,121,142,1,0,136,133,135,1,1,1,1 -1170,126,0.002469136,0,0.008641975,0,0,0,26,1.3,0,9,51,114,165,1,0,129,132,131,10,-1,2,1 -1171,126,0,0,0.00990099,0,0,0,21,1.5,0,10.4,23,114,137,1,0,129,128,130,1,0,1,1 -1172,126,0,0,0.004081633,0,0,0,34,1,4,8.3,24,118,142,2,0,136,132,134,2,0,1,1 -1173,126,0.003924647,0,0.003139717,0,0,0,28,1.2,0,10.3,43,118,161,3,1,131,134,133,9,-1,2,1 -1174,126,0,0,0.005464481,0,0,0,23,1.4,0,12.2,42,101,143,3,0,126,128,129,2,0,1,1 -1175,126,0.002735978,0,0.004103967,0,0,0,25,1.3,0,11.9,56,101,157,2,0,126,131,130,9,0,2,1 -1176,126,0.003504673,0,0.005841121,0,0,0,29,1.3,0,9.2,65,103,168,2,0,127,134,133,18,0,2,1 -1177,126,0,0,0.005464481,0,0,0,28,1.3,0,10.8,34,107,141,1,0,127,128,128,3,0,1,1 -1178,126,0.006067961,0,0.004854369,0,0,0,27,1.3,0,5.6,58,103,161,2,0,133,135,135,10,0,2,1 -1179,126,0.00625,0,0.00625,0,0,0,25,1.4,0,6.3,48,107,155,2,0,133,135,135,9,0,2,1 -1180,126,0.006060606,0,0.00952381,0,0,0,27,1.3,0,6.3,43,113,156,3,0,129,134,134,10,0,2,1 -1181,126,0.007005254,0,0.007005254,0,0,0,30,1.2,0,4.3,49,107,156,3,0,127,134,134,11,0,2,1 -1182,126,0.006956522,0,0.006956522,0,0,0,30,1.2,0,4.2,49,107,156,3,0,127,134,134,11,0,2,1 -1183,126,0.005221932,0,0.010443864,0,0,0,29,1.2,0,4.8,36,108,144,3,0,127,131,131,4,0,2,1 -1184,120,0,0,0.008810573,0,0,0,49,0.9,4,15.2,39,95,134,5,0,122,120,122,3,1,3,1 -1185,120,0,0,0.011688312,0,0,0,51,0.7,4,11.4,26,103,129,1,0,122,119,121,2,1,1,1 -1186,120,0,0,0.011709602,0,0,0,53,0.7,2,10.4,20,107,127,2,0,122,119,121,2,1,1,1 -1187,120,0.00094697,0,0.007575758,0.00094697,0,0,47,1,2,9.8,67,73,140,9,0,116,121,121,9,1,2,1 -1188,120,0,0,0.006507592,0,0,0,49,0.8,2,10.5,32,104,136,4,0,116,120,121,4,0,1,1 -1189,120,0,0,0.007342144,0,0,0,50,0.8,2,10.2,29,104,133,2,0,116,119,120,3,0,1,1 -1190,133,0.001869159,0,0.005607477,0,0,0,50,0.9,1,10.8,46,115,161,2,1,135,136,137,3,0,2,1 -1191,133,0.001592357,0,0.006369427,0,0,0,49,1,1,11.4,60,101,161,4,1,135,136,137,4,0,1,1 -1192,133,0.003464203,0,0.006928406,0,0,0,52,0.7,1,9.2,67,94,161,4,0,136,137,138,2,0,2,1 -1193,133,0.002169197,0,0.006507592,0,0,0,52,0.7,2,8.6,38,113,151,1,1,136,136,137,1,0,1,1 -1194,133,0.003663004,0,0.005128205,0,0,0,41,1.1,9,13,82,86,168,4,1,139,143,144,9,1,2,1 -1195,133,0.002638522,0,0.005277045,0,0,0,38,1.1,0,12.5,58,113,171,5,1,150,147,149,5,0,2,1 -1196,138,0.011752137,0,0.00534188,0,0,0,37,1.2,0,4.1,48,120,168,0,1,146,147,148,4,0,2,1 -1197,138,0.008156607,0,0.004893964,0,0,0,37,1.2,0,5.2,52,116,168,2,0,146,146,147,4,0,2,1 -1198,133,0.001477105,0,0.005908419,0,0,0,50,0.8,5,11.3,57,94,151,3,0,136,136,137,1,1,1,1 -1199,133,0,0,0.005617978,0,0,0,53,0.7,2,9.8,34,113,147,4,1,136,136,138,1,1,1,1 -1200,143,0.004578755,0,0.004578755,0,0,0,44,1.1,5,12.2,45,128,173,4,0,147,148,149,4,0,2,1 -1201,143,0.005076142,0,0.005076142,0,0,0,37,1,0,9.5,44,130,174,4,0,147,148,149,5,0,2,1 -1202,143,0.004232804,0,0.005291005,0,0,0,44,0.9,6,9.4,43,130,173,7,0,147,148,148,4,0,2,1 -1203,143,0.005649718,0,0.005649718,0,0,0,43,0.9,12,5.9,34,132,166,2,0,147,148,149,2,0,2,1 -1204,143,0.003080082,0,0.008213552,0,0,0,47,0.7,0,10.9,33,137,170,2,1,155,154,156,3,0,2,1 -1205,143,0.00405954,0,0.00811908,0,0,0,48,0.7,0,10.6,38,136,174,2,1,155,155,157,2,0,2,1 -1206,143,0,0,0.006423983,0,0,0,63,0.5,35,6.5,33,128,161,4,0,147,146,148,0,0,10,2 -1207,136,0.004962779,0,0.006203474,0,0,0,46,0.8,1,7.4,39,119,158,1,1,144,143,145,1,0,2,1 -1208,136,0.005825243,0,0.00776699,0,0,0,45,0.8,2,6.4,29,129,158,2,0,144,143,145,1,0,2,1 -1209,136,0.00289296,0,0.005785921,0,0,0,48,0.7,2,9.4,42,121,163,1,1,144,144,145,2,0,2,1 -1210,136,0,0,0.002518892,0,0,0,47,0.9,2,10.6,39,119,158,2,1,144,143,145,1,0,1,1 -1211,137,0.000956938,0,0.004784689,0,0,0,59,0.5,25,7.1,31,132,163,2,1,142,141,142,2,-1,1,1 -1212,137,0,0,0.004273504,0,0,0,61,0.4,34,5.9,15,132,147,1,0,142,140,142,0,0,10,2 -1213,137,0.000906618,0,0.00543971,0,0,0,61,0.4,45,5.1,22,133,155,2,0,142,140,142,0,0,10,2 -1214,137,0.001111111,0,0.005555556,0,0,0,63,0.4,49,4.8,22,133,155,2,0,142,141,142,0,0,10,2 -1215,137,0.000823723,0,0.004942339,0,0,0,62,0.4,42,5.4,22,133,155,2,0,142,140,142,0,0,10,2 -1216,137,0.00110011,0,0.00660066,0,0,0,60,0.4,33,5.8,22,133,155,2,0,142,140,142,1,0,10,2 -1217,135,0,0,0.007220217,0.000902527,0,0,58,0.5,32,6.1,31,117,148,4,0,140,139,141,1,1,1,1 -1218,135,0,0,0.006822612,0,0,0,59,0.5,32,6.1,16,132,148,1,0,140,140,142,0,0,1,1 -1219,135,0,0,0.006866953,0.000858369,0,0,54,0.5,12,9,32,117,149,2,0,140,137,140,2,1,1,1 -1220,135,0,0,0.00536193,0.002680965,0,0,51,0.6,2,8.9,30,116,146,1,0,138,134,137,3,1,7,1 -1221,135,0,0,0.007326007,0.000915751,0,0,52,0.6,7,9.8,32,117,149,1,0,140,137,139,2,0,1,1 -1222,135,0,0,0.007173601,0,0,0,50,0.6,0,12.2,34,118,152,0,0,137,136,138,1,0,1,1 -1223,135,0.00625,0,0.007291667,0,0,0,48,0.7,1,8.1,42,120,162,5,0,139,141,142,4,0,2,1 -1224,135,0.009724473,0,0.006482982,0,0,0,50,0.7,2,1.8,46,122,168,3,0,139,142,143,4,0,2,1 -1225,135,0.006633499,0,0.006633499,0,0,0,47,0.8,2,10,39,120,159,1,0,139,139,141,3,0,2,1 -1226,135,0.002469136,0,0.007407407,0,0,0,47,0.8,2,13.3,36,120,156,1,0,139,138,139,2,0,1,1 -1227,125,0.001044932,0,0.004179728,0,0,0,43,0.7,31,7.8,21,120,141,0,0,131,130,132,1,0,1,1 -1228,125,0,0,0.004830918,0,0,0,45,0.7,33,7.7,19,122,141,0,0,131,130,131,1,0,1,1 -1229,125,0.001885014,0,0.004712535,0,0,0,40,0.7,9,8.1,29,122,151,1,0,131,132,132,2,-1,2,1 -1230,125,0,0,0.003590664,0,0,0,44,0.7,15,8.7,21,120,141,0,0,131,130,131,1,0,1,1 -1231,126,0.000929368,0,0.00464684,0,0,0,34,0.9,3,10.2,41,110,151,2,0,126,128,129,4,0,2,1 -1232,126,0,0,0.004373178,0,0,0,32,0.9,4,11.2,31,110,141,1,0,126,125,127,2,0,1,1 -1233,125,0.000933707,0,0.004668534,0,0,0,31,1.1,1,12.5,38,109,147,4,0,125,125,127,3,0,1,1 -1234,125,0,0,0.008,0,0,0,32,1.1,3,13,51,96,147,4,0,126,125,127,2,0,1,1 -1235,125,0.002427184,0,0.004045307,0.000809061,0,0,30,1.1,3,11,45,102,147,1,0,126,127,128,3,0,2,1 -1236,125,0.003307607,0,0.004410143,0,0,0,32,1,5,10.7,47,100,147,1,0,126,127,128,3,0,2,1 -1237,125,0.002915452,0,0.004373178,0.001457726,0,0,32,1,7,8.4,54,93,147,2,0,126,126,128,3,0,2,1 -1238,125,0.002178649,0,0.004357298,0.002178649,0,0,36,1,10,9.6,54,93,147,1,0,126,127,128,3,0,1,1 -1239,115,0.001869159,0,0.005607477,0.001869159,0,0,19,1.7,0,14.2,59,89,148,1,1,120,118,121,5,0,1,1 -1240,115,0.004179728,0,0.007314525,0.001044932,0,0,20,1.7,0,9.9,78,79,157,4,2,120,121,123,7,0,2,1 -1241,115,0.006688963,0,0.008361204,0,0,0,20,1.7,0,3.5,78,79,157,6,3,123,124,125,7,0,2,1 -1242,115,0.005240175,0,0.006113537,0.000873362,0,0,23,1.5,0,10.8,57,94,151,2,0,120,121,122,6,0,2,1 -1243,115,0,0,0.005385996,0.001795332,0,0,20,1.7,0,14,59,89,148,1,1,120,118,121,4,0,1,1 -1244,115,0.005656109,0,0.00678733,0,0,0,24,1.4,0,13,51,102,153,0,0,112,120,121,16,0,2,1 -1245,115,0.004518072,0,0.004518072,0,0,0,22,1.5,0,13.2,51,102,153,2,0,112,118,117,11,-1,2,1 -1246,112,0.004642526,0,0.00371402,0,0,0,24,1.3,5,10.5,40,103,143,1,0,114,114,115,4,-1,2,1 -1247,112,0,0,0.003745318,0,0,0,23,1.3,10,12.5,40,104,144,0,0,112,113,113,2,-1,1,1 -1248,112,0.010224949,0,0.005112474,0,0,0,24,1.3,5,6,39,105,144,0,0,114,116,116,5,-1,2,1 -1249,112,0.017857143,0,0.007142857,0,0,0,25,1.4,0,0.6,35,109,144,0,0,116,120,119,6,-1,2,1 -1250,112,0.008595989,0,0.005730659,0,0,0,24,1.3,6,6.4,37,105,142,1,0,114,116,115,4,-1,2,1 -1251,112,0.007662835,0,0.005747126,0,0,0,25,1.3,0,7.3,37,105,142,1,0,114,115,115,4,-1,2,1 -1252,112,0.002923977,0,0.004385965,0,0,0,24,1.3,8,10.4,40,104,144,0,1,114,114,114,3,-1,2,1 -1253,112,0,0,0.003976143,0,0,0,23,1.3,11,13,40,104,144,1,0,112,113,114,2,-1,1,1 -1254,120,0.008264463,0,0.002754821,0,0,0,20,1.7,0,5.8,42,109,151,2,0,122,126,125,8,0,2,1 -1255,118,0.000923361,0,0.002770083,0.000923361,0,0,26,1.4,0,11,56,94,150,3,0,120,118,119,6,0,6,1 -1256,118,0.002604167,0,0,0.002604167,0,0,24,1.7,0,7.1,62,88,150,4,1,114,116,116,12,0,6,1 -1257,118,0.000998004,0,0.006986028,0.000998004,0,0,25,1.3,0,10.9,61,89,150,5,0,120,119,120,6,0,6,1 -1258,118,0,0,0.007072136,0,0,0,26,1.2,0,11.1,44,100,144,3,0,120,119,120,2,0,1,1 -1259,118,0.001710864,0,0.005132592,0.001710864,0,0,25,1.4,22,7.9,88,72,160,2,2,126,120,123,11,0,6,1 -1260,118,0.002463054,0,0.003694581,0.002463054,0,0,25,1.5,35,6.5,90,70,160,2,2,126,120,124,13,0,6,1 -1261,118,0,0,0.007974482,0.001594896,0,0,21,1.5,0,10.3,55,89,144,1,1,123,118,121,6,0,7,1 -1262,118,0,0,0.002066116,0.002066116,0,0,24,1.5,0,9.7,55,89,144,1,1,125,118,121,10,0,7,1 -1263,119,0.003475239,0,0.004344049,0.00086881,0,0,26,1.4,23,6.3,88,72,160,1,1,126,123,126,7,0,6,1 -1264,119,0.004444444,0,0.007407407,0.001481481,0,0,23,1.5,5,7.9,75,70,145,1,1,126,122,125,9,1,6,1 -1265,119,0.003820439,0,0.006685769,0,0,0,24,1.4,2,11.1,42,103,145,1,0,125,124,126,4,0,2,1 -1266,119,0,0,0.002320186,0,0,0,25,1.3,9,9.3,40,103,143,3,0,126,122,124,4,0,1,1 -1267,119,0.002884615,0,0.005769231,0,0,0,25,1.3,0,13.8,39,106,145,0,0,120,123,123,5,0,2,1 -1268,119,0,0,0.00257732,0,0,0,23,1.5,0,16.1,39,106,145,3,1,125,124,126,3,0,3,1 -1269,119,0.000977517,0,0.005865103,0,0,0,26,1.2,0,13.8,39,106,145,1,0,120,122,122,3,0,1,1 -1270,119,0,0,0.006134969,0,0,0,24,1.4,0,15.5,39,106,145,3,0,125,124,126,3,0,3,1 -1271,119,0,0,0.007309942,0,0,0,27,1.2,0,13,37,109,146,1,0,120,120,121,1,-1,1,1 -1272,119,0,0,0.008960573,0,0,0,27,1.2,0,13.4,36,110,146,1,0,120,120,121,1,-1,1,1 -1273,115,0.005194805,0,0.006060606,0.000865801,0,0,20,1.6,0,10.7,86,71,157,5,0,116,119,118,11,0,2,1 -1274,115,0.007032349,0,0.005625879,0,0,0,20,1.6,0,9.4,82,75,157,3,0,120,121,121,8,0,2,1 -1275,115,0.005934718,0,0.005934718,0.00098912,0,0,20,1.7,0,10.8,88,69,157,5,0,114,118,118,13,0,2,1 -1276,115,0.005190311,0,0.005190311,0.001730104,0,0,20,1.7,0,10.6,84,69,153,5,0,114,117,116,13,0,2,1 -1277,115,0.00750469,0,0.006566604,0,0,0,20,1.7,0,9.6,56,101,157,2,0,114,118,118,10,-1,2,1 -1278,115,0,0,0.005154639,0,0,0,21,1.6,0,13.1,41,100,141,1,0,114,113,114,2,-1,1,1 -1279,115,0.006944444,0,0.006076389,0,0,0.000868056,17,2,0,13.9,73,84,157,0,1,120,117,119,13,0,6,1 -1280,115,0.012684989,0,0.002114165,0,0,0,19,1.8,0,6.7,56,101,157,1,1,120,121,121,9,0,2,1 -1281,112,0.004882813,0,0.006835938,0.001953125,0,0,17,2,1,9,66,78,144,0,1,112,112,113,9,0,6,1 -1282,112,0.001550388,0,0.00620155,0.003100775,0,0,17,2,0,11.6,66,78,144,3,1,112,109,111,9,0,7,1 -1283,112,0.002531646,0,0.006751055,0.001687764,0,0,21,1.7,2,9.9,60,84,144,1,1,114,113,115,7,0,6,1 -1284,112,0,0,0.006772009,0.004514673,0,0,16,2.2,3,10.4,62,78,140,3,1,112,108,110,10,0,7,1 -1285,112,0.002487562,0,0.006633499,0.000829187,0,0,23,1.5,1,9.2,55,89,144,5,0,114,114,116,4,0,6,1 -1286,112,0,0,0.004750594,0,0,0,26,1.3,0,10.1,37,90,127,2,1,114,114,116,2,1,1,1 -1287,112,0.002945508,0,0.004418262,0,0,0,26,1.2,1,8.4,54,90,144,4,2,120,116,117,4,0,2,1 -1288,112,0,0,0.005952381,0,0,0,25,1.3,0,9.3,34,104,138,4,1,119,116,118,2,0,1,1 -1289,115,0.004664179,0,0.009328358,0.001865672,0,0.000932836,17,2,0,6.8,89,80,169,3,1,121,115,119,25,0,6,1 -1290,115,0.001851852,0,0.009259259,0.003703704,0,0.001851852,15,2.3,0,5.6,92,77,169,4,1,114,109,110,33,-1,7,1 -1291,115,0.002888087,0,0.009386282,0.001444043,0,0,21,1.7,0,10.7,83,85,168,2,0,129,122,125,19,0,6,1 -1292,115,0,0,0.007672634,0.00511509,0,0,15,2.2,0,6.8,55,84,139,4,0,119,111,115,19,0,7,1 -1293,115,0.004436557,0,0.009760426,0.000887311,0,0,22,1.7,0,10.2,102,76,178,3,2,129,124,128,17,0,6,1 -1294,115,0.006339144,0,0.00792393,0,0,0,19,1.7,0,7.9,55,89,144,2,1,126,121,123,9,0,2,1 -1295,115,0.003024194,0,0.008064516,0.002016129,0,0.001008065,24,1.6,0,10.1,108,71,179,3,2,133,122,129,45,0,6,1 -1296,115,0.001455604,0,0.008733624,0.001455604,0,0.001455604,25,1.7,0,10.3,108,71,179,3,2,129,122,130,42,0,7,1 -1297,115,0.004198153,0,0.008396306,0.001679261,0,0.000839631,23,1.9,0,8.5,123,71,194,4,0,131,129,132,59,0,6,1 -1298,115,0.005633803,0,0.007042254,0.002816901,0,0.001408451,21,2.3,0,1.7,125,71,196,3,0,145,127,130,127,0,6,1 -1299,114,0.006688963,0,0.010033445,0.002229654,0,0.001114827,19,2.8,0,12.2,127,71,198,5,0,145,133,136,114,0,6,1 -1300,114,0.01056338,0,0.01056338,0,0,0,18,3,0,14.9,122,76,198,4,1,145,146,147,65,0,4,1 -1301,136,0.001733102,0,0.005199307,0.006065858,0,0.000866551,24,1.6,0,3.9,115,60,175,8,0,136,128,135,35,0,6,1 -1302,136,0,0,0.004672897,0.006542056,0,0.000934579,25,1.6,0,4,98,60,158,6,0,136,126,134,34,1,7,1 -1303,136,0.006445672,0,0.004604052,0.00092081,0,0,39,0.8,0,4.5,63,115,178,5,0,148,152,152,12,0,2,1 -1304,137,0.004694836,0,0.004694836,0.001564945,0,0,36,0.9,0,5,63,115,178,4,0,148,148,149,9,0,2,1 -1305,138,0,0,0.006696429,0.002232143,0,0,34,1,6,10.5,56,99,155,5,0,148,142,146,9,1,7,1 -1306,138,0,0,0.007371007,0.002457002,0,0,34,1,7,9.6,62,93,155,5,0,148,142,146,10,1,7,1 -1307,138,0.001707942,0,0.006831768,0.005123826,0,0,32,1.1,16,6.6,78,97,175,5,0,145,139,144,16,0,6,1 -1308,138,0,0,0.005730659,0.004775549,0,0,33,1,18,6.7,67,97,164,2,0,145,139,144,12,1,7,1 -1309,138,0.003393665,0,0.007918552,0.005656109,0,0,28,1.3,9,3.5,90,85,175,6,0,144,134,138,31,0,6,1 -1310,138,0.006578947,0,0.006578947,0.006578947,0,0,28,1.4,16,1.6,90,85,175,8,0,143,136,141,32,0,6,1 -1311,126,0.006791171,0.007640068,0.005093379,0.006791171,0,0.000848896,21,2.3,0,4.2,107,67,174,6,0,143,125,133,78,0,6,1 -1312,125,0.014319809,0.009546539,0.00477327,0.00477327,0,0,22,2.2,0,0,107,67,174,7,1,134,134,138,21,0,6,1 -1313,125,0.01511335,0.010075567,0.005037783,0.002518892,0,0,22,2.1,0,0,107,67,174,4,0,134,136,138,16,0,2,1 -1314,125,0.007048458,0.007048458,0.005286344,0.007048458,0,0.000881057,21,2.3,0,4.3,107,67,174,7,0,143,125,134,79,0,6,1 -1315,125,0.008032129,0.00669344,0.00669344,0.005354752,0,0,23,2.1,0,5.5,125,53,178,8,0,143,128,137,65,1,6,1 -1316,125,0.003550296,0.01183432,0.004733728,0.00591716,0,0,23,2.2,0,7.4,125,53,178,8,0,143,122,131,92,0,6,1 -1317,125,0.002936858,0.01174743,0.004405286,0.005873715,0,0,22,2.2,0,8.5,125,53,178,9,0,143,123,131,84,0,6,1 -1318,125,0,0.011532125,0.004942339,0.006589786,0,0,22,2.3,0,8.5,125,53,178,8,0,143,122,130,94,0,7,1 -1319,125,0.002061856,0.01443299,0.006185567,0.008247423,0,0,18,2.7,0,6.3,125,53,178,10,0,131,115,121,72,0,7,1 -1320,128,0.008421053,0.007368421,0.004210526,0.004210526,0,0.001052632,20,2.2,0,1.9,107,67,174,4,0,134,126,133,47,0,6,1 -1321,128,0.006518905,0.007822686,0.005215124,0.005215124,0,0.001303781,19,2.4,0,1.9,107,67,174,7,0,134,123,129,57,0,6,1 -1322,128,0.006060606,0.01038961,0.004329004,0.005194805,0,0.000865801,22,2.2,0,6.3,109,65,174,7,0,143,126,134,70,0,6,1 -1323,128,0,0.012068966,0.005172414,0.006896552,0,0.001724138,22,2.3,0,8.4,125,53,178,9,0,143,121,130,97,0,7,1 -1324,128,0.00280112,0.009337068,0.006535948,0.004668534,0,0.000933707,24,2,0,9,91,65,156,6,0,133,125,131,42,1,6,1 -1325,128,0.001355014,0.010840108,0.005420054,0.004065041,0,0.001355014,22,2.2,0,9.4,125,53,178,7,0,143,123,130,80,0,7,1 -1326,128,0.003505697,0.009640666,0.005258545,0.005258545,0,0.000876424,25,2,0,7.3,91,65,156,8,0,133,125,131,41,1,6,1 -1327,128,0,0.013618677,0.007782101,0.005836576,0,0.001945525,17,2.7,0,8.7,125,53,178,9,0,133,114,122,73,0,7,1 -1328,128,0.005267779,0.010535558,0.004389816,0.005267779,0,0,30,1.7,0,7,118,59,177,7,1,133,128,133,30,0,6,1 -1329,128,0.006105006,0.006105006,0.004884005,0.003663004,0,0,32,1.5,0,5.4,90,68,158,6,0,133,133,135,16,1,6,1 -1330,128,0.006776379,0.009680542,0.003872217,0.005808325,0,0,31,1.7,0,3.7,109,68,177,11,0,137,128,135,40,0,6,1 -1331,128,0.008464329,0.009673519,0.00362757,0.004836759,0,0,31,1.7,0,2.9,141,57,198,11,0,137,130,137,41,0,6,1 -1332,128,0.008103728,0.009724473,0.003241491,0.004862237,0,0,30,1.9,0,3.8,141,57,198,12,0,137,127,136,49,0,6,1 -1333,128,0.007653061,0.010204082,0.00255102,0.005102041,0,0,27,1.9,0,1.1,141,57,198,12,0,135,125,135,59,0,6,1 -1334,128,0.006751055,0.006751055,0.004219409,0.005907173,0,0.000843882,21,2.3,0,5.2,107,67,174,7,0,143,126,135,76,0,6,1 -1335,128,0.00280112,0.005602241,0.00280112,0.005602241,0,0.00280112,14,2.7,0,0,89,67,156,4,0,115,115,116,44,0,7,1 -1336,128,0.006386861,0.010036496,0.004562044,0.004562044,0,0.000912409,22,2.2,0,6.6,109,65,174,6,0,143,127,135,71,0,6,1 -1337,128,0,0.011450382,0.003816794,0.005725191,0,0.001908397,22,2.4,0,9.2,125,53,178,11,0,143,121,131,101,0,7,1 -1338,128,0.004504505,0.00990991,0.004504505,0.004504505,0,0.000900901,26,2,0,8.2,91,65,156,8,0,133,126,132,41,1,6,1 -1339,128,0,0.015533981,0.009708738,0.00776699,0,0.001941748,16,2.9,0,7.8,125,53,178,9,0,133,114,121,74,0,7,1 -1340,128,0.004409171,0.009700176,0.005291005,0.003527337,0,0.000881834,29,1.6,0,6.4,91,65,156,8,0,133,129,133,27,1,6,1 -1341,128,0.005277045,0.007915567,0.003957784,0.005277045,0,0,29,1.6,0,7.1,90,68,158,6,0,133,131,133,19,1,6,1 -1342,128,0.00681431,0.008517888,0.003407155,0.005110733,0,0,32,1.6,0,3.5,109,68,177,11,0,137,129,135,35,0,6,1 -1343,128,0.008274232,0.008274232,0.003546099,0.004728132,0,0,33,1.5,0,3.9,141,57,198,8,0,137,132,136,21,0,6,1 -1344,128,0.006161972,0.01056338,0.003521127,0.004401408,0,0.000880282,29,1.7,0,5.8,115,62,177,11,0,137,128,133,37,0,6,1 -1345,128,0.010781671,0.010781671,0.005390836,0.002695418,0,0,36,1.6,0,4.9,124,59,183,5,0,137,135,139,18,0,2,1 -1346,128,0.002529511,0.016863406,0.003372681,0.003372681,0,0.002529511,30,2,0,6,111,54,165,14,0,129,112,129,103,1,6,2 -1347,128,0,0.01928934,0.003045685,0.003045685,0,0.003045685,29,2.2,0,7.2,145,54,199,14,0,129,107,124,126,0,8,3 -1348,128,0,0.018518519,0.003472222,0.002314815,0,0.003472222,30,2.1,0,8.6,128,54,182,12,0,129,104,120,134,0,8,3 -1349,128,0,0.02484472,0.00310559,0.00310559,0,0.00310559,34,2.4,0,3.6,145,54,199,11,1,75,98,86,144,-1,8,3 -1350,128,0,0.027932961,0.003724395,0.003724395,0,0.003724395,36,2.6,0,0,120,54,174,8,2,75,91,79,108,-1,8,3 -1351,131,0.00088574,0,0.005314438,0.002657219,0,0,27,1.4,0,12.2,84,71,155,2,0,136,132,137,15,1,7,1 -1352,131,0,0,0.006423983,0.004282655,0,0,19,1.9,0,12.3,81,70,151,3,1,127,126,130,21,1,7,1 -1353,132,0.00084674,0,0.00508044,0.00169348,0,0,28,1.3,0,13.3,79,76,155,3,2,140,135,138,11,1,7,1 -1354,132,0,0,0.004769475,0,0,0,33,1,0,13.3,35,120,155,1,0,138,138,139,2,0,1,1 -1355,132,0.005050505,0,0.001683502,0.002525253,0,0,25,1.5,0,11,92,76,168,4,2,141,138,140,16,1,6,1 -1356,132,0.001236094,0,0.003708282,0.003708282,0,0,24,1.5,0,12,77,76,153,5,2,140,133,137,17,1,7,1 -1357,132,0.010282776,0,0.002570694,0.005141388,0,0,20,2.1,0,2.9,99,76,175,5,0,141,138,142,29,1,6,1 -1358,132,0.00877193,0,0.002506266,0.006265664,0,0,19,2.3,0,4,100,76,176,6,1,145,138,143,36,1,6,1 -1359,132,0.010092515,0,0.002523129,0.004205214,0,0,21,2,0,6.3,95,80,175,6,2,143,139,142,23,0,6,1 -1360,132,0.009925558,0,0,0,0,0,26,1.4,0,4,58,110,168,2,1,145,146,147,11,0,2,1 -1361,132,0.008014248,0,0.001780944,0.003561888,0,0,22,1.9,0,7.8,95,80,175,7,2,143,140,143,22,0,6,1 -1362,132,0.007918552,0,0.002262443,0.004524887,0,0,20,2.1,0,8,102,74,176,9,2,141,136,140,24,0,6,1 -1363,132,0.005106383,0,0.001702128,0.002553191,0,0,26,1.5,0,7.5,94,68,162,9,1,143,137,142,26,1,6,1 -1364,132,0.002234637,0,0.002234637,0.003351955,0,0,29,1.5,0,8.6,102,67,169,11,1,143,136,141,33,1,6,1 -1365,132,0.001877934,0,0.002816901,0.002816901,0,0,28,1.4,0,8.4,94,68,162,11,1,143,137,142,26,1,6,1 -1366,132,0,0,0.003968254,0,0,0,23,1.5,0,13.1,42,106,148,5,0,138,136,138,3,1,1,1 -1367,133,0.002560819,0,0.003841229,0.003841229,0,0,30,1.5,0,5.3,102,67,169,9,1,147,137,144,40,1,7,1 -1368,134,0.001485884,0,0.002971768,0.004457652,0,0,29,1.6,0,5.2,102,67,169,10,1,147,136,143,45,1,6,1 -1369,134,0,0,0.004158004,0.006237006,0,0,28,1.9,0,5.5,102,67,169,11,2,148,133,140,66,1,7,1 -1370,134,0,0,0.002380952,0.004761905,0,0,30,1.6,0,4.8,102,67,169,10,2,148,135,142,50,1,7,1 -1371,144,0,0,0.008226691,0.000914077,0,0,60,0.4,8,7.2,33,123,156,0,0,147,145,148,2,1,10,2 -1372,144,0,0,0.007847534,0,0,0,61,0.4,10,7.6,20,136,156,2,0,148,146,148,1,0,10,2 -1373,121,0.008223684,0,0.004934211,0,0,0,32,1,0,2.6,47,110,157,1,0,131,131,131,8,0,2,1 -1374,121,0.008324662,0,0.006243496,0.001040583,0,0,27,1.2,0,3.3,67,90,157,4,0,129,129,129,12,0,2,1 -1375,121,0.004347826,0,0.008695652,0.002173913,0,0,24,1.5,0,4.9,67,90,157,2,0,120,125,123,16,0,2,1 -1376,121,0.006822612,0,0.009746589,0.003898635,0,0,21,1.9,0,2.9,83,74,157,2,0,125,123,126,19,0,6,1 -1377,121,0.005859375,0,0.0078125,0.00390625,0,0,24,1.7,0,4.1,72,74,146,4,0,129,121,126,25,1,6,1 -1378,121,0.003389831,0,0.006779661,0.005649718,0,0,25,1.6,0,3.8,73,71,144,2,0,120,114,119,29,1,6,1 -1379,121,0.002828854,0,0.005657709,0.005657709,0,0,25,1.5,0,4.4,73,71,144,4,0,122,112,117,34,0,6,1 -1380,121,0.002932551,0,0.00684262,0.004887586,0,0.000977517,26,1.4,0,1.1,73,71,144,6,0,123,112,117,36,0,6,1 -1381,121,0,0,0.003478261,0.005217391,0,0.00173913,24,1.5,0,0,68,71,139,2,0,123,106,108,53,0,7,2 -1382,121,0,0,0.003478261,0.005217391,0,0.00173913,24,1.5,0,0,68,71,139,2,0,123,106,108,53,0,7,1 -1383,121,0.000904977,0,0.008144796,0.006334842,0,0.000904977,27,1.4,0,4.4,69,70,139,4,0,114,110,114,24,0,7,1 -1384,121,0,0,0.007936508,0.007936508,0,0,28,1.4,0,5.7,67,70,137,2,1,114,112,116,21,1,7,1 -1385,121,0.003542958,0,0.008857396,0.004428698,0,0,34,1.1,0,6.3,83,70,153,5,1,127,123,126,29,1,6,1 -1386,121,0,0,0.007473842,0.007473842,0,0,28,1.3,0,5.6,67,70,137,3,1,114,113,117,20,1,7,1 -1387,121,0.004054054,0,0.009459459,0.002702703,0,0,37,1,0,6.6,71,82,153,6,0,136,126,129,35,1,6,1 -1388,121,0.005576208,0,0.00929368,0,0,0,39,0.9,0,8.6,58,95,153,4,0,150,131,132,47,0,2,1 -1389,121,0.004934211,0,0.008223684,0.001644737,0,0,37,0.9,0,7.5,71,82,153,5,0,150,128,130,68,1,6,1 -1390,121,0.00729927,0,0.00973236,0,0,0,41,0.8,0,6.6,48,105,153,3,0,150,135,137,32,1,4,1 -1391,142,0,0,0.007383966,0,0,0,60,0.4,8,7.7,20,136,156,0,0,147,146,148,1,0,10,2 -1392,142,0,0,0.006896552,0,0,0,58,0.4,9,7.9,20,136,156,0,0,148,147,149,1,0,1,1 -1393,142,0,0,0.007462687,0,0,0,60,0.4,17,6.8,21,142,163,0,0,153,152,153,1,0,10,2 -1394,142,0,0,0.008498584,0,0,0,58,0.4,22,6.3,13,145,158,0,0,153,151,153,0,0,1,1 -1395,142,0,0,0.005922166,0,0,0,59,0.4,32,6.3,22,141,163,1,0,155,153,155,1,0,5,2 -1396,142,0,0,0.005896226,0,0,0,58,0.4,31,6.1,22,141,163,2,0,155,153,155,1,0,5,2 -1397,142,0.00087184,0,0.006974717,0.004359198,0,0,49,0.9,28,5.8,114,68,182,2,0,153,146,154,37,1,7,1 -1398,142,0.001371742,0,0.008230453,0.006858711,0,0,41,1.2,22,5.3,115,67,182,1,0,157,140,149,73,1,7,1 -1399,142,0.001658375,0,0.008291874,0.006633499,0,0,41,1.4,27,4.6,115,67,182,4,0,157,140,150,80,1,7,1 -1400,142,0,0,0.008888889,0.006666667,0,0,44,1.5,33,5.7,115,67,182,2,1,157,141,153,87,1,7,1 -1401,142,0.004201681,0,0.006302521,0.010504202,0,0,32,1.8,0,0,115,67,182,2,0,157,133,142,115,1,6,1 -1402,142,0.002518892,0,0.005037783,0.012594458,0,0,25,2.1,0,0,115,67,182,2,0,143,128,133,83,0,7,1 -1403,145,0,0,0.000898473,0,0,0,50,0.7,17,7.3,42,125,167,8,0,153,154,155,2,1,5,2 -1404,145,0.001697793,0,0.001697793,0,0,0,50,0.7,12,6.5,65,103,168,8,0,153,155,156,3,1,5,2 -1405,145,0,0,0.00257732,0,0,0,51,0.6,13,8.3,24,141,165,1,0,153,152,153,1,0,5,2 -1406,145,0,0,0.002770083,0,0,0,51,0.7,7,8.4,24,141,165,1,0,153,152,153,1,0,5,2 -1407,145,0.005067568,0,0.001689189,0,0,0,46,0.8,0,8.6,67,104,171,4,0,155,153,154,4,1,2,1 -1408,145,0.004909984,0,0.003273322,0,0,0,46,0.8,0,8.4,31,140,171,2,0,153,152,152,3,0,2,1 -1409,145,0.005123826,0,0.004269855,0,0,0,51,0.7,5,7.7,67,104,171,5,0,149,153,154,5,1,2,1 -1410,145,0.003671971,0,0.007343941,0,0,0,55,0.6,8,5.9,27,138,165,5,0,149,150,151,2,0,2,1 -1411,145,0.003896104,0,0.006493506,0,0,0,55,0.6,8,6.6,73,93,166,5,0,149,150,151,1,1,2,1 -1412,145,0,0,0.007662835,0,0,0,57,0.6,10,8.2,66,93,159,4,0,149,149,150,1,1,1,1 -1413,142,0.001806685,0,0.004516712,0,0,0,51,0.8,9,9.5,50,112,162,8,0,153,149,151,4,1,5,2 -1414,142,0,0,0.002717391,0,0,0,52,0.8,10,11,71,89,160,6,0,153,149,153,5,1,5,2 -1415,142,0.009259259,0,0.007407407,0,0,0,43,0.9,0,6.1,46,127,173,3,0,149,149,150,4,0,2,1 -1416,142,0.013207547,0,0.00754717,0,0,0,41,1,0,0.7,44,134,178,4,0,149,152,152,5,0,2,1 -1417,142,0.008196721,0,0.007025761,0,0,0,44,0.9,0,7,46,127,173,2,0,149,149,150,4,0,2,1 -1418,142,0.002016129,0,0.008064516,0,0,0,48,0.7,0,8.8,39,123,162,3,0,149,147,149,2,0,1,1 -1419,142,0.008754864,0,0.008754864,0,0,0,41,1,0,7.2,41,132,173,3,0,150,150,151,3,0,2,1 -1420,142,0.007656968,0,0.006125574,0,0,0,42,1,0,8.5,61,106,167,2,0,150,149,151,3,1,2,1 -1421,142,0.005862647,0,0.006700168,0,0,0,42,1,0,11.4,97,74,171,6,0,148,148,149,5,1,2,1 -1422,142,0.002398082,0,0.007194245,0,0,0,42,1,0,12.2,61,130,191,4,0,148,147,149,2,-1,1,1 -1423,142,0.005938242,0,0.005938242,0,0,0,41,1,0,10.2,57,111,168,5,0,147,147,149,4,0,2,1 -1424,142,0.00973236,0,0.00729927,0,0,0,40,1,0,2.1,57,111,168,6,0,147,148,149,6,0,2,1 -1425,144,0.005263158,0,0.005263158,0.000877193,0,0,41,0.9,6,4.9,63,116,179,6,1,155,153,154,5,0,2,1 -1426,144,0.003957784,0,0.001319261,0.001319261,0,0,40,0.9,5,8.3,97,82,179,7,1,152,153,154,7,1,2,1 -1427,144,0.004230118,0,0.005076142,0.000846024,0,0,38,1,3,7,63,116,179,3,0,155,153,155,6,0,2,1 -1428,144,0.006097561,0,0.004065041,0,0,0,39,1,5,2.8,43,136,179,1,0,157,157,157,4,0,2,1 -1429,144,0.000843882,0,0.005063291,0,0,0,43,0.8,1,10.2,45,129,174,0,0,155,154,156,2,0,2,1 -1430,144,0,0,0.00463392,0,0,0,43,0.7,1,10.2,40,129,169,1,0,157,154,156,3,0,5,2 -1431,144,0.001679261,0,0.005037783,0,0,0,42,0.7,0,10,37,136,173,1,0,155,154,156,2,0,2,1 -1432,144,0,0,0.005813953,0,0,0,45,0.7,0,9.8,30,139,169,2,0,157,155,157,2,0,5,2 -1433,144,0.008896797,0,0.006227758,0,0,0,34,1,0,8.7,48,126,174,1,0,153,153,154,5,0,2,1 -1434,144,0.010339734,0,0.005908419,0,0,0,33,1.1,0,5.3,54,120,174,1,0,155,154,155,5,0,2,1 -1435,144,0.010298661,0,0.006179197,0,0,0,38,0.9,0,6,48,126,174,1,0,155,154,155,4,0,2,1 -1436,144,0.010548523,0,0.006329114,0,0,0,43,0.8,0,4.6,40,134,174,2,0,155,154,156,3,0,2,1 -1437,146,0.006255585,0,0.004468275,0,0,0,38,0.9,0,8.4,49,126,175,2,0,157,152,154,6,0,2,1 -1438,146,0.007692308,0,0.006153846,0,0,0,39,0.9,0,4.4,49,126,175,4,0,157,154,156,5,0,2,1 -1439,146,0.005847953,0,0.005012531,0,0,0,37,0.9,0,7.9,49,126,175,2,0,155,152,154,4,0,2,1 -1440,146,0.006493506,0,0.003246753,0,0,0,38,1,0,8.8,49,126,175,3,0,150,152,153,5,0,2,1 -1441,146,0.007079646,0,0.003539823,0,0,0,37,0.9,0,6.9,52,126,178,0,0,155,153,155,4,0,2,1 -1442,146,0.00997151,0,0.004273504,0,0,0,35,1,0,3.4,52,126,178,2,0,155,154,155,4,0,2,1 -1443,147,0.006024096,0,0.004302926,0,0,0,44,0.7,36,3.6,35,143,178,0,0,157,158,159,1,0,2,1 -1444,147,0.007716049,0,0.00308642,0,0,0,41,0.8,15,1.8,35,140,175,0,0,157,157,158,1,0,2,1 -1445,147,0.001819836,0,0.006369427,0,0,0,46,0.6,49,4.8,24,143,167,1,0,160,157,159,1,0,2,1 -1446,147,0,0,0.00529661,0,0,0,48,0.6,52,5.2,18,149,167,2,0,160,158,159,0,0,5,2 -1447,147,0.00252738,0,0.0042123,0,0,0,46,0.7,46,5.2,29,144,173,2,0,157,157,159,1,0,2,1 -1448,147,0.00124533,0,0.00249066,0,0,0,46,0.7,41,5.3,23,144,167,1,0,157,157,159,0,0,2,1 -1449,147,0.005610098,0,0.005610098,0,0,0,42,0.9,37,4.9,42,132,174,1,0,157,157,159,1,0,2,1 -1450,147,0.012722646,0,0.010178117,0,0,0,36,1.2,0,4.8,42,132,174,2,0,157,157,158,2,0,2,1 -1451,148,0.003350084,0,0.004187605,0,0,0,44,0.7,6,8.2,28,142,170,1,0,155,155,156,1,0,2,1 -1452,148,0,0,0.005385996,0,0,0,49,0.6,1,9.6,21,143,164,0,0,155,154,156,0,0,1,1 -1453,148,0.003505697,0,0.005258545,0,0,0,44,0.8,8,9.4,31,142,173,4,0,157,156,158,1,0,2,1 -1454,148,0.001972387,0,0.007889546,0,0,0,44,0.9,15,9.6,60,135,195,5,0,157,158,158,1,0,5,2 -1455,148,0.003710575,0,0.004638219,0,0,0,40,0.9,8,11.8,47,126,173,5,0,157,156,158,3,0,2,1 -1456,148,0,0,0.006818182,0,0,0,41,1,5,13.4,60,135,195,4,1,157,155,158,2,0,5,2 -1457,148,0.002881844,0,0.003842459,0,0,0,42,0.8,20,9.3,45,126,171,2,0,157,155,158,3,1,2,1 -1458,148,0.004716981,0,0.002358491,0,0,0,40,0.9,0,10.6,35,136,171,1,0,153,155,156,4,0,2,1 -1459,148,0.004716981,0,0.002358491,0,0,0,40,0.9,0,10.6,35,136,171,1,0,153,155,156,4,0,2,1 -1460,148,0.00084317,0,0.004215852,0,0,0,46,0.7,54,7.1,45,126,171,3,0,160,158,160,2,1,2,1 -1461,148,0,0,0.007326007,0,0,0,37,1.1,3,13,42,126,168,2,0,157,153,156,5,1,1,1 -1462,148,0,0,0.005076142,0,0,0,50,0.5,60,4.9,12,151,163,1,0,160,159,160,0,1,1,1 -1463,148,0,0,0.004816956,0,0,0,50,0.5,62,4.7,10,153,163,1,0,160,159,161,0,1,10,2 -1464,148,0,0,0.005952381,0,0,0,51,0.5,59,4.8,11,152,163,1,0,160,159,161,0,1,1,1 -1465,148,0,0,0.006024096,0,0,0,51,0.5,62,4.5,8,155,163,1,0,160,159,161,0,0,10,2 -1466,148,0,0,0.006980803,0,0,0,51,0.6,56,4.4,13,152,165,2,0,160,159,161,0,0,1,1 -1467,148,0,0,0.007334963,0,0,0,51,0.6,49,4.3,13,152,165,1,0,160,159,160,0,0,1,1 -1468,148,0.004537205,0,0.005444646,0,0,0,27,1.5,8,13,50,129,179,3,0,157,154,157,6,0,2,1 -1469,148,0.005970149,0,0.008955224,0,0,0,21,1.8,0,15.5,56,129,185,2,0,157,155,156,7,0,2,1 -1470,148,0.003633061,0,0.005449591,0,0,0,36,0.8,8,9.4,45,135,180,3,0,157,157,158,3,0,2,1 -1471,148,0,0,0.002506266,0,0,0,38,0.9,17,12.2,34,135,169,3,0,157,155,158,3,0,5,2 -1472,148,0.001833181,0,0.007332722,0,0,0,42,0.7,12,7.1,36,144,180,1,0,163,159,161,3,0,2,1 -1473,148,0.003565062,0,0.005347594,0,0,0,37,0.8,0,7.1,39,142,181,1,0,157,157,159,3,0,2,1 -1474,148,0,0,0.007575758,0,0,0,44,0.6,16,7.3,20,150,170,2,0,163,161,163,0,0,5,2 -1475,148,0,0,0.007679181,0,0,0,44,0.6,19,6.9,19,150,169,1,0,163,161,163,0,0,5,2 -1476,149,0.00170503,0,0.009377664,0.000852515,0,0,37,1.1,10,6.6,71,104,175,6,0,163,159,163,7,1,5,2 -1477,149,0.001472754,0,0.00736377,0.001472754,0,0,36,1.4,10,6.7,121,58,179,6,0,163,158,163,11,1,5,2 -1478,149,0.006295908,0,0.009443861,0.001049318,0,0,34,1.3,1,5.3,75,104,179,8,0,163,161,164,10,1,2,1 -1479,149,0.009983361,0,0.009983361,0.001663894,0,0,29,1.7,0,1.8,121,58,179,7,0,169,161,166,22,1,2,1 -1480,149,0.009009009,0,0.010810811,0.001801802,0,0,30,1.5,0,1.8,57,122,179,3,0,169,161,167,19,1,2,1 -1481,149,0.01,0,0.0075,0,0,0,35,1,0,0.5,34,145,179,3,0,169,166,169,5,1,4,1 -1482,132,0.001737619,0,0.007819288,0.00086881,0,0,43,0.8,0,12.1,55,109,164,3,0,136,135,137,4,0,2,1 -1483,132,0,0,0.006888634,0.001148106,0,0,47,0.7,1,11.2,31,114,145,1,0,136,134,136,2,1,1,1 -1484,132,0,0,0.007692308,0,0,0,51,0.6,2,9.6,25,116,141,1,0,136,135,137,1,1,1,1 -1485,132,0.008637236,0,0.008637236,0,0,0,35,1.2,0,12.6,55,109,164,3,0,136,139,140,9,0,2,1 -1486,132,0.012912482,0,0.010043042,0,0,0,30,1.3,0,11.2,69,97,166,2,0,145,142,144,8,1,2,1 -1487,132,0.006227758,0,0.008007117,0.00088968,0,0.00088968,30,1.5,0,7.9,102,61,163,4,0,145,124,131,96,1,6,1 -1488,132,0.013384321,0,0.011472275,0,0,0.001912046,28,1.7,0,0,104,62,166,7,1,145,134,145,76,1,6,1 -1489,132,0.001780944,0,0.008014248,0,0.000890472,0.000890472,31,1.4,0,11.5,102,61,163,5,0,99,121,129,94,1,6,1 -1490,132,0,0,0.006472492,0,0.001078749,0.001078749,32,1.3,0,13.6,91,60,151,1,1,99,116,125,72,1,8,3 -1491,132,0.001733102,0,0.008665511,0.000866551,0,0.000866551,34,1.2,0,12.4,106,61,167,3,1,99,124,131,116,1,6,2 -1492,132,0,0,0.008278146,0.001655629,0,0.001655629,30,1.7,0,0,90,60,150,3,0,99,104,102,33,0,8,3 -1493,132,0,0,0.011267606,0.001408451,0,0,32,1.3,0,14.2,90,60,150,2,3,99,117,125,61,1,8,3 -1494,132,0,0,0.01,0,0,0,32,1.1,0,15.5,39,111,150,1,0,133,131,132,3,0,3,1 -1495,132,0.006535948,0,0.009803922,0,0,0,33,1.2,0,14,64,103,167,5,0,150,141,141,18,0,2,1 -1496,132,0,0,0.008595989,0,0,0,33,1,0,14.5,39,111,150,2,1,133,132,134,3,0,1,1 -1497,132,0.006124234,0,0.009623797,0.000874891,0,0,32,1.2,0,13.5,72,95,167,4,1,155,142,144,27,1,2,1 -1498,132,0.008557457,0,0.011002445,0,0,0,32,1.3,0,12.3,87,95,182,5,0,155,146,149,15,0,2,1 -1499,132,0.001814882,0,0.00907441,0,0,0.001814882,30,1.2,0,14.7,58,95,153,3,0,133,128,132,16,0,6,1 -1500,132,0,0,0.008908686,0.002227171,0,0,30,1.2,0,14.6,55,95,150,1,1,133,128,132,12,0,7,1 -1501,132,0.009933775,0,0.009933775,0,0,0,27,1.7,0,11.3,122,54,176,8,0,150,146,149,18,1,2,1 -1502,132,0.007853403,0,0.010471204,0,0,0,29,1.6,0,7.4,92,84,176,3,0,155,147,150,17,1,2,1 -1503,130,0.004385965,0,0.007894737,0.000877193,0,0,40,0.9,17,6.5,45,110,155,6,0,136,133,135,4,0,1,1 -1504,130,0.002150538,0,0.008602151,0,0,0,51,0.6,38,4.8,23,125,148,1,0,134,135,136,1,0,1,1 -1505,130,0.006189213,0,0.006189213,0,0,0,38,1,0,8.1,53,102,155,6,1,136,135,137,4,0,2,1 -1506,130,0.007017544,0,0.007017544,0,0,0,36,1.1,0,8.9,66,90,156,6,1,136,135,137,5,1,2,1 -1507,130,0.003679853,0,0.006439742,0,0,0,48,0.7,32,6.7,53,102,155,5,0,137,136,138,2,0,2,1 -1508,130,0,0,0.005309735,0,0,0,53,0.5,45,5.9,20,123,143,2,0,137,136,138,0,1,1,1 -1509,130,0.004448399,0,0.007117438,0,0,0,40,0.9,1,9.1,53,102,155,6,1,136,135,137,3,0,1,1 -1510,130,0.002105263,0,0.006315789,0,0,0,47,0.7,30,6.8,39,114,153,4,0,137,136,138,2,0,2,1 -1511,130,0,0,0.005208333,0,0,0,52,0.6,44,5.9,30,123,153,2,1,137,136,138,0,0,1,1 -1512,130,0.002608696,0,0.006956522,0,0,0,37,0.9,0,13.4,43,112,155,3,0,136,134,135,3,0,2,1 -1513,130,0.002906977,0,0.007267442,0,0,0,33,1.1,0,16.4,53,103,156,3,0,133,133,134,4,0,2,1 -1514,130,0.001577287,0,0.006309148,0,0,0,39,0.9,8,12.3,43,112,155,3,0,136,134,136,3,0,2,1 -1515,130,0,0,0.005347594,0,0,0,31,1.1,0,17.6,47,103,150,3,1,131,132,133,2,0,3,1 -1516,130,0,0,0.004545455,0,0,0,31,1.1,0,14.3,36,114,150,1,2,131,132,133,1,0,1,1 -1517,130,0,0,0.003846154,0,0,0,28,1.2,0,15,36,114,150,2,2,131,132,133,2,0,3,1 -1518,130,0.00122399,0,0.006119951,0,0,0,41,0.8,13,9.9,42,114,156,2,1,136,135,137,2,0,1,1 -1519,130,0,0,0.004938272,0,0,0,49,0.6,25,5.4,14,129,143,1,0,137,136,138,0,0,1,1 -1520,133,0.002803738,0,0.007476636,0.001869159,0,0,28,1.4,0,15.9,54,109,163,3,0,140,138,139,9,0,2,1 -1521,133,0.00536193,0,0.008042895,0.002680965,0,0,31,1.3,0,12.8,60,103,163,2,0,140,139,140,10,0,6,1 -1522,133,0.008032129,0,0.008032129,0.004016064,0,0,34,1.2,0,7.1,60,103,163,2,0,136,140,141,14,0,6,1 -1523,133,0,0,0.007490637,0.007490637,0,0,32,1.4,0,9.8,43,103,146,1,0,136,132,136,7,1,7,1 -1524,133,0,0,0.007042254,0.000782473,0,0,27,1.4,1,18.8,56,96,152,5,0,136,134,137,4,1,3,1 -1525,133,0,0,0.006504065,0,0,0,22,1.6,0,21.3,47,105,152,1,0,138,135,138,5,1,3,1 -1526,133,0.00245098,0,0.007352941,0.00245098,0,0,34,1.1,7,14.3,69,91,160,4,0,136,135,137,5,0,6,1 -1527,133,0,0,0.007042254,0,0,0,36,1,8,16.4,59,91,150,3,0,136,134,137,3,1,3,1 -1528,133,0,0,0.006628788,0,0,0,43,0.8,30,11.2,48,106,154,4,0,145,140,143,4,1,5,2 -1529,133,0,0,0.007633588,0,0,0,48,0.6,46,6.8,25,125,150,2,0,145,142,144,1,1,5,2 -1530,133,0.00170068,0,0.005952381,0,0,0,40,0.9,21,11.2,50,106,156,3,0,142,140,142,3,1,2,1 -1531,133,0.003076923,0,0.006153846,0,0,0,34,1.1,6,14.5,58,101,159,4,0,142,139,142,4,1,2,1 -1532,133,0.002684564,0,0.005369128,0.001342282,0,0,33,1.2,5,13.7,58,101,159,4,0,142,138,141,5,1,2,1 -1533,133,0.004123711,0,0.006185567,0.002061856,0,0,35,1.1,8,7.4,48,109,157,2,1,142,138,141,4,0,2,1 -1534,136,0.000892857,0,0.007142857,0,0,0,42,0.8,9,12.7,45,117,162,2,0,139,138,140,2,0,1,1 -1535,136,0,0,0.008080808,0,0,0,36,1,0,16.1,37,117,154,2,0,139,137,138,3,0,3,1 -1536,136,0,0,0.006717045,0,0,0,47,0.7,22,10,36,117,153,2,1,144,141,143,2,1,1,1 -1537,136,0,0,0.007518797,0,0,0,37,1,0,15.7,37,117,154,2,1,138,137,139,2,0,3,1 -1538,136,0,0,0.006071119,0,0,0,53,0.5,37,5.9,17,134,151,2,0,144,142,144,0,0,1,1 -1539,136,0,0,0.007001167,0,0,0,54,0.5,40,5.6,17,134,151,2,0,144,143,145,0,0,1,1 -1540,136,0.006926407,0,0.006926407,0.000865801,0,0,42,0.7,3,4.2,47,112,159,0,0,145,143,145,3,1,2,1 -1541,136,0.00591716,0,0.00591716,0,0,0,43,0.7,1,4.6,39,120,159,0,1,145,144,146,2,0,2,1 -1542,136,0.005857741,0,0.006694561,0.00083682,0,0,43,0.7,4,5.1,46,112,158,1,0,144,142,144,3,1,2,1 -1543,144,0.002777778,0,0.008333333,0,0,0,48,0.7,6,10.2,47,120,167,3,0,148,149,150,3,0,2,1 -1544,144,0,0,0.007561437,0,0,0,48,0.6,6,11.4,31,129,160,1,0,148,147,149,1,0,1,1 -1545,149,0,0,0.008974359,0.007692308,0,0,42,2.5,23,8.2,162,51,213,4,0,156,142,154,87,0,7,1 -1546,149,0,0,0.008865248,0.008865248,0,0,39,2.5,25,5.6,137,51,188,4,1,155,139,153,97,1,7,1 -1547,149,0,0,0.005631537,0,0,0,61,0.4,54,5.2,13,146,159,1,0,154,153,155,0,0,10,2 -1548,149,0,0,0.005376344,0,0,0,63,0.4,65,4.6,12,146,158,1,0,153,153,155,0,1,10,2 -1549,149,0,0,0.006617039,0,0,0,62,0.4,46,5.5,14,146,160,1,0,154,153,155,0,0,10,2 -1550,149,0,0,0.005896226,0,0,0,61,0.4,34,5.6,12,148,160,1,0,154,153,155,0,0,10,2 -1551,149,0.001256281,0,0.007537688,0,0,0,55,0.5,19,6.4,23,147,170,2,0,155,155,156,0,0,1,1 -1552,149,0,0,0.007797271,0,0,0,59,0.5,27,5.5,15,148,163,1,0,155,154,156,0,0,1,1 -1553,144,0.001838235,0,0.005514706,0.000919118,0,0,51,0.6,16,6,44,125,169,3,0,157,156,158,3,1,2,1 -1554,144,0.001737619,0,0.004344049,0.001737619,0,0,45,0.7,13,8.8,54,122,176,2,0,157,155,156,5,0,2,1 -1555,144,0.002853067,0,0.005706134,0,0,0,50,0.6,21,5.3,27,142,169,2,0,157,157,158,2,0,2,1 -1556,144,0.004711425,0,0.008244994,0.002355713,0,0,32,1.2,0,8.8,65,115,180,3,0,153,152,154,12,0,2,1 -1557,144,0.005277045,0,0.006596306,0.002638522,0,0,33,1.1,0,7.7,68,113,181,3,0,153,154,155,12,0,2,1 -1558,143,0.006042296,0,0.008056395,0.002014099,0,0,28,1.4,0,8.3,80,102,182,3,0,155,152,154,23,0,6,1 -1559,143,0.003590664,0,0.005385996,0.001795332,0,0,22,1.8,0,11.5,85,99,184,5,0,151,149,152,29,0,6,1 -1560,144,0.001980198,0,0.004950495,0.000990099,0,0,34,1.2,5,10.2,80,102,182,4,0,157,152,155,17,0,6,1 -1561,144,0,0,0.004140787,0.002070393,0,0,33,1.2,2,10.4,61,99,160,2,0,153,147,152,19,1,7,1 -1562,144,0.002970297,0,0.005940594,0,0,0,40,0.8,5,11.1,56,112,168,2,0,157,153,155,5,1,2,1 -1563,144,0.002967359,0,0.007418398,0,0,0,38,0.9,5,13.4,56,112,168,3,0,157,153,156,6,1,2,1 -1564,144,0.004449388,0,0.005561735,0,0,0,40,0.8,0,9.9,59,112,171,3,0,160,154,157,8,1,2,1 -1565,144,0,0,0.008196721,0,0,0,26,1.3,0,17,52,112,164,2,0,150,146,148,6,1,3,1 -1566,145,0.004016064,0,0.004016064,0,0,0,45,0.7,1,7.4,38,133,171,2,0,160,158,159,2,0,2,1 -1567,145,0.002793296,0,0.005586592,0,0,0,48,0.7,2,6.3,38,133,171,2,0,160,159,160,2,1,2,1 -1568,130,0.00856531,0,0.010706638,0.004282655,0,0,24,1.6,0,0,106,76,182,3,1,155,140,148,84,1,6,1 -1569,130,0.012072435,0,0.012072435,0,0,0,24,1.4,0,0,74,117,191,3,1,155,154,157,14,0,4,1 -1570,130,0.004319654,0,0.008639309,0.008639309,0,0,25,1.7,0,0,94,76,170,6,0,133,119,121,73,0,6,1 -1571,133,0.002293578,0,0.009174312,0.009174312,0,0,25,1.7,0,0,94,76,170,6,0,133,117,117,77,0,7,1 -1572,132,0.007802341,0,0.011703511,0.00520156,0,0,25,1.5,0,0,115,76,191,3,1,160,138,149,119,1,6,1 -1573,132,0,0,0.004484305,0.00896861,0,0,26,2.1,0,0,81,76,157,4,0,86,109,106,110,-1,7,1 -1574,132,0.000952381,0,0.006666667,0.003809524,0,0,28,1.6,4,13.5,92,68,160,6,3,136,132,136,13,1,7,1 -1575,132,0.001689189,0,0.008445946,0.003378378,0,0,22,2.1,0,18.5,105,55,160,4,1,131,131,134,15,1,7,1 -1576,132,0,0,0.002622378,0.003496503,0,0,34,1,7,9.4,66,83,149,7,1,136,133,137,7,1,7,1 -1577,132,0,0,0.004484305,0.006726457,0,0,35,1.2,10,4.8,72,71,143,7,1,136,131,136,11,1,7,1 -1578,132,0.000897666,0,0.00448833,0.003590664,0,0,28,1.6,4,17.9,97,56,153,9,3,136,130,135,25,1,7,1 -1579,132,0,0,0.002994012,0,0,0,30,1.1,0,13.7,52,97,149,4,1,133,133,135,3,1,1,1 -1580,132,0.000861326,0,0.005167959,0.004306632,0,0,25,1.9,0,19.7,99,54,153,6,0,133,127,133,34,1,7,1 -1581,132,0,0,0.01,0,0,0,16,2.5,0,33.5,105,54,159,9,1,136,131,134,15,1,3,1 -1582,132,0.000847458,0,0.005084746,0.004237288,0,0,29,1.5,1,16,92,61,153,4,1,133,129,134,23,1,7,1 -1583,132,0,0,0.006451613,0.006451613,0,0,26,1.8,0,15,97,53,150,3,3,133,126,132,35,1,7,1 -1584,132,0.00095511,0,0.004775549,0.004775549,0,0,30,1.8,5,19.9,99,52,151,7,0,139,130,137,31,1,7,1 -1585,132,0,0,0.006134969,0,0,0,35,1.3,0,27.4,71,79,150,4,0,133,135,137,9,1,3,1 -1586,132,0.001432665,0,0.005730659,0.005730659,0,0,28,2.1,6,16.2,101,50,151,11,1,143,129,136,42,1,7,1 -1587,132,0,0,0.005649718,0.008474576,0,0,15,3.2,0,16.9,100,50,150,10,2,133,122,130,41,1,7,1 -1588,134,0,0,0.004541326,0.006357856,0,0,32,1.2,20,6.4,102,53,155,5,1,136,128,135,30,1,7,1 -1589,134,0,0,0.003629764,0.005444646,0,0,27,1.4,18,9.1,89,66,155,6,1,136,128,135,31,1,7,1 -1590,134,0,0,0.005128205,0.005128205,0,0,33,1.4,20,9.9,110,53,163,3,1,136,129,136,27,1,7,1 -1591,134,0,0,0.003521127,0.007042254,0,0,37,1.1,22,2.9,93,50,143,5,0,138,129,136,31,1,7,1 -1592,134,0,0,0.007391763,0.007391763,0,0,20,2.2,3,15.1,113,50,163,7,1,126,120,127,51,1,7,1 -1593,134,0,0,0.009852217,0,0,0,27,2.8,8,26.1,74,89,163,7,1,138,134,138,13,0,3,1 -1594,134,0,0,0.006738544,0.008086253,0,0,20,2.1,0,8.2,115,50,165,7,2,126,117,126,63,0,7,1 -1595,134,0,0,0.004576659,0.006864989,0,0,21,1.9,0,8.6,104,50,154,9,2,126,117,127,64,1,7,1 -1596,134,0,0,0.005181347,0.007772021,0,0,22,2.1,0,8,111,54,165,5,2,126,118,127,59,0,7,1 -1597,138,0.005338078,0,0.002669039,0.003558719,0,0,33,3.1,0,7.9,59,110,169,3,0,136,145,146,22,0,6,1 -1598,138,0,0,0.002695418,0.002695418,0,0,31,3.8,0,6.6,45,107,152,5,1,138,137,139,3,1,1,1 -1599,138,0.008631319,0,0.007398274,0,0,0,37,1.5,0,12.3,55,114,169,3,0,150,150,152,8,1,4,1 -1600,138,0.010434783,0,0.008695652,0,0,0,42,1.4,0,0,51,120,171,0,1,157,153,155,8,1,4,1 -1601,138,0,0,0.005420054,0,0,0,36,2.4,0,16,78,114,192,6,1,160,157,160,14,0,5,2 -1602,138,0,0,0.003937008,0,0,0,19,2.2,0,17.8,45,110,155,3,0,144,141,143,6,1,3,1 -1603,138,0.000869565,0,0.002608696,0,0,0,32,3.2,0,15.2,68,124,192,4,1,160,158,159,11,0,5,2 -1604,138,0.00477327,0,0.002386635,0,0,0,18,4.2,0,17.2,62,114,176,4,0,157,149,151,13,0,2,1 -1605,140,0,0,0.005540166,0,0,0,42,1.4,16,11.1,48,124,172,1,0,151,150,151,4,0,5,2 -1606,140,0,0,0.003680982,0,0,0,48,0.9,21,9.5,37,135,172,2,1,151,152,152,3,0,5,2 -1607,137,0.002406739,0.048134777,0.003610108,0.003610108,0,0,62,2.6,0,3.2,91,81,172,7,0,140,122,142,8,0,2,1 -1608,133,0.005870841,0.043052838,0.002935421,0.000978474,0,0,64,2,0,4.5,64,96,160,3,0,142,130,142,3,1,2,1 -1609,134,0.003948667,0.031589339,0.003948667,0.000987167,0,0,65,2.3,0,1.3,34,127,161,1,0,138,129,140,3,-1,2,1 -1610,144,0,0.04,0.00137931,0.006896552,0,0,65,3.3,0,2.7,89,74,163,3,0,147,109,149,17,1,1,1 -1611,136,0.003898635,0.050682261,0.003898635,0.001949318,0,0,63,1.8,0,6.4,76,96,172,8,0,142,132,143,5,0,2,1 -1612,133,0.005006258,0.036295369,0.003754693,0.001251564,0,0,65,2.5,0,1.6,34,127,161,1,0,138,127,140,3,-1,2,1 -1613,135,0.001610306,0.037037037,0.003220612,0.000805153,0,0,65,2,0,5.2,65,96,161,3,0,138,130,141,3,1,2,1 -1614,137,0.002219756,0.049944506,0.001109878,0.002219756,0,0,64,1.9,0,6.9,76,96,172,4,0,142,130,143,5,0,1,1 -1615,133,0.005813953,0.034883721,0.003322259,0.000830565,0,0,65,2.7,0,1.1,35,126,161,2,0,138,126,140,3,0,2,1 -1616,144,0.000726216,0.0486565,0.001452433,0.008714597,0,0,65,3.6,0,1.7,143,67,210,7,1,145,108,149,38,0,2,1 -1617,144,0.003169572,0.049128368,0.002377179,0.006339144,0,0.000792393,66,3.4,0,0.3,113,67,180,7,0,141,110,147,89,1,6,1 -1618,142,0.003816794,0.040712468,0.002544529,0.003816794,0,0.001272265,66,3.2,0,0.5,106,69,175,10,0,138,112,146,98,1,6,1 -1619,142,0.003174603,0.05,0.002380952,0.005555556,0,0.000793651,66,3.3,0,0.3,113,67,180,7,0,141,111,147,90,1,6,1 -1620,142,0.002787456,0.048083624,0.002787456,0.006271777,0,0.000696864,66,3.5,0,0.3,143,67,210,7,0,142,108,147,85,0,6,1 -1621,142,0.002469136,0.054320988,0.001234568,0.007407407,0,0,64,4,0,0.4,143,67,210,9,2,142,109,150,54,0,6,1 -1622,143,0.002109705,0.051687764,0.001054852,0.008438819,0,0,64,3.8,0,1.3,143,67,210,10,2,145,111,149,49,0,6,1 -1623,134,0.00140056,0.00210084,0.005602241,0.006302521,0,0,65,1.5,5,6.9,95,65,160,5,0,135,128,137,33,1,6,1 -1624,126,0.012743125,0.002012072,0.006706908,0.000670691,0,0,53,2.5,0,0.3,85,84,169,3,0,135,133,140,13,0,2,1 -1625,126,0.012313675,0.001944264,0.00712897,0.000648088,0,0,53,2.6,0,0.2,86,84,170,5,0,135,134,140,12,0,2,1 -1626,127,0.008614977,0,0.006626905,0.001325381,0,0,53,2.7,0,4.3,111,71,182,6,1,139,124,139,15,0,2,1 -1627,123,0.011963406,0.002814919,0.006333568,0,0,0,55,2.2,0,2.4,75,85,160,8,0,135,132,136,8,1,2,1 -1628,123,0.010586319,0.001628664,0.003257329,0,0,0,55,2.1,0,1.1,75,85,160,6,0,133,133,136,8,1,2,1 -1629,123,0.009745127,0.00149925,0.003748126,0,0,0,55,2.1,0,0,77,85,162,4,0,140,134,139,10,1,2,1 -1630,123,0.010011123,0.002224694,0.006674082,0,0,0,53,3.4,0,0,109,84,193,6,1,146,129,146,15,0,4,1 -1631,123,0.010231924,0.001364256,0.003410641,0,0,0,55,2,0,1.1,75,85,160,6,0,140,134,138,10,1,2,1 -1632,130,0.003799392,0,0.010638298,0.002279635,0,0,52,2.7,0,2.2,89,76,165,5,0,139,129,135,20,0,6,1 -1633,130,0.002335085,0.001167542,0.008756567,0.001167542,0,0,52,2.7,0,4.6,88,77,165,6,0,139,130,136,15,0,6,1 -1634,130,0.000807754,0.002423263,0.008077544,0.001615509,0,0,53,2.8,0,7.1,62,95,157,5,0,138,131,136,9,0,6,1 -1635,130,0.002311248,0.00385208,0.006933744,0.003081664,0,0,52,3,0,5.6,69,87,156,4,0,139,129,135,15,1,6,1 -1636,130,0.00254022,0.00508044,0.00592718,0.00254022,0,0,52,3,0,3.3,76,87,163,6,0,139,130,136,15,0,6,1 -1637,130,0.003766478,0.005649718,0.004708098,0.001883239,0,0,51,2.8,0,4.2,76,87,163,5,0,135,131,136,11,0,6,1 -1638,130,0.011538462,0,0.006730769,0,0,0,50,1.4,0,2.8,68,104,172,4,1,144,142,144,10,0,2,1 -1639,130,0.00890472,0.000890472,0.003561888,0.000890472,0,0,52,1.3,0,2.4,99,73,172,6,0,144,141,144,16,1,2,1 -1640,130,0.006559767,0.001457726,0.002186589,0.003644315,0,0,52,1.6,0,4.2,106,73,179,7,0,144,138,143,29,0,6,1 -1641,130,0.00648824,0.00162206,0.00243309,0.00405515,0,0,53,1.7,0,2,106,73,179,7,0,144,137,141,31,0,6,1 -1642,130,0.007092199,0.001576044,0.002364066,0.004728132,0,0,51,1.9,0,5.8,125,73,198,5,0,131,137,140,51,0,6,1 -1643,130,0.005025126,0.001005025,0.003015075,0.006030151,0,0,51,1.9,0,4.9,125,73,198,6,0,131,137,140,56,0,6,1 -1644,130,0.008423586,0.001203369,0.001805054,0.004211793,0,0,51,1.8,0,6.5,118,77,195,7,0,131,137,141,47,0,6,1 -1645,130,0.009633911,0,0.00867052,0.003853565,0,0,49,1.5,0,10.3,114,84,198,7,0,150,141,145,50,0,6,1 -1646,130,0.009027081,0,0.005015045,0.005015045,0,0,51,1.5,0,5,101,77,178,7,0,130,135,137,39,0,6,1 -1647,130,0.008040201,0.001005025,0.006030151,0.005025126,0,0,52,1.7,0,0.3,101,77,178,3,0,135,134,137,48,0,6,1 -1648,130,0.008039579,0.000927644,0.00401979,0.003710575,0,0,51,1.6,0,4.2,109,77,186,4,0,144,138,143,38,0,6,1 -1649,132,0.007874016,0,0.008748906,0.012248469,0,0,55,2.7,0,0,123,60,183,5,0,144,118,142,100,1,6,1 -1650,132,0.006749156,0,0.010123735,0.012373453,0,0,56,2.9,0,0,126,60,186,7,0,144,114,139,103,0,6,1 -1651,132,0.008421053,0,0.008421053,0.012631579,0,0,55,2.7,0,0,116,70,186,3,0,144,116,137,103,0,6,1 -1652,132,0.007462687,0,0.009950249,0.01119403,0,0,56,2.8,0,0,116,70,186,5,0,106,115,133,113,-1,6,1 -1653,132,0.004830918,0,0.010628019,0.01352657,0,0,58,2.9,0,0,115,63,178,4,0,112,110,121,64,0,6,1 -1654,114,0,0,0.008474576,0,0,0,65,0.4,0,11.5,22,104,126,1,0,115,115,116,0,0,1,1 -1655,114,0,0,0.009053498,0,0,0,65,0.5,0,12,24,102,126,1,0,115,115,116,1,0,1,1 -1656,114,0,0,0.008,0,0,0,64,0.5,0,12.2,25,100,125,1,0,115,114,116,1,0,1,1 -1657,114,0,0,0.008301887,0,0,0,64,0.5,0,12.4,26,100,126,1,0,115,114,116,1,0,1,1 -1658,114,0,0,0.008333333,0,0,0,65,0.5,0,11.6,23,102,125,1,0,115,115,116,0,0,1,1 -1659,114,0.002717391,0,0.006793478,0,0,0,61,1.3,0,16.2,57,91,148,2,0,113,113,114,10,0,2,1 -1660,106,0.010600707,0,0.00942285,0,0,0,62,1.4,0,12.7,54,94,148,5,0,107,117,116,32,-1,2,1 -1661,106,0,0,0.010088272,0,0,0,63,0.6,0,14.1,28,95,123,1,0,110,109,111,2,0,1,1 -1662,106,0,0,0.010351967,0,0,0,63,0.6,0,13.5,28,95,123,1,0,112,109,111,2,0,1,1 -1663,106,0.00110011,0,0.0110011,0,0,0,63,0.6,0,11.5,30,95,125,1,0,112,110,112,1,0,1,1 -1664,106,0,0,0.010297483,0,0,0,63,0.6,0,12.4,27,95,122,1,0,112,110,112,1,0,1,1 -1665,106,0,0,0.00947226,0,0,0,64,0.6,0,10.4,20,102,122,1,0,111,111,112,0,0,1,1 -1666,106,0.00630517,0,0.00630517,0,0,0,64,0.7,0,12.6,54,100,154,3,0,112,116,114,14,-1,2,1 -1667,110,0.001962067,0,0.007194245,0.000654022,0,0,62,0.9,0,11.8,64,92,156,5,0,112,113,113,12,-1,2,1 -1668,110,0.002777778,0,0.006481481,0.000925926,0,0,61,0.9,0,10.8,64,92,156,3,0,112,112,111,16,-1,2,1 -1669,110,0.00232378,0,0.00697134,0.000774593,0,0,63,0.8,0,10.9,64,92,156,3,0,112,113,113,14,-1,2,1 -1670,110,0.002910361,0.000582072,0.00523865,0.000582072,0,0,64,0.9,0,10.6,65,92,157,6,0,110,114,113,21,-1,2,1 -1671,110,0,0,0.00541028,0,0,0,64,0.6,0,12,30,98,128,1,0,110,111,112,1,0,1,1 -1672,110,0.003799392,0.000759878,0.002279635,0.000759878,0,0,65,1.1,0,9.3,88,90,178,5,0,109,113,112,24,-1,2,1 -1673,110,0.005102041,0.00085034,0.007653061,0.00085034,0,0,63,1.6,0,8.5,88,90,178,3,0,109,114,112,34,-1,2,1 -1674,110,0.006674082,0.001112347,0.008898776,0.001112347,0,0,63,1.9,0,7.2,88,90,178,4,0,107,115,114,48,-1,2,1 -1675,110,0.002629273,0,0.006134969,0.003505697,0,0,64,1.7,0,6.3,176,62,238,13,1,107,103,107,35,-1,6,1 -1676,110,0.003389831,0,0.003389831,0.001129944,0,0,64,1.6,0,6.8,116,62,178,12,1,107,105,108,37,0,6,1 -1677,110,0.003264418,0,0.006528836,0.004352557,0,0,63,2.4,0,1.8,176,62,238,10,1,98,101,105,59,-1,6,1 -1678,110,0.003787879,0,0.009469697,0.004734848,0,0,63,2.7,0,1.8,176,62,238,9,0,95,98,106,61,-1,6,1 -1679,110,0.00275672,0,0.007580979,0.004135079,0,0,64,2.1,0,5.6,176,62,238,10,0,107,101,108,33,-1,6,1 -1680,110,0.004342432,0.000620347,0.008684864,0.003722084,0,0,64,2.2,0,5.3,176,62,238,7,0,107,103,109,42,-1,6,1 -1681,110,0.003537736,0.000589623,0.009433962,0.002948113,0,0,64,1.8,0,6.8,176,62,238,7,0,110,106,110,36,-1,6,1 -1682,110,0.003215434,0.001607717,0.006430868,0.007234727,0,0.001607717,68,3.1,0,0,133,60,193,8,0,91,83,95,42,-1,8,3 -1683,110,0.004444444,0,0.008888889,0.006666667,0,0.002222222,68,3,0,0,133,60,193,7,0,91,87,95,41,-1,8,3 -1684,110,0.003466205,0.001733102,0.006932409,0.006932409,0,0.001733102,68,3,0,0,133,60,193,6,0,91,84,94,45,-1,8,3 -1685,110,0.001706485,0.003412969,0.001706485,0.008532423,0,0.001706485,68,3.2,0,0,124,63,187,6,1,91,78,94,39,-1,8,3 -1686,110,0.004145078,0.002072539,0.005181347,0.008290155,0,0.001036269,67,3.3,0,0,130,63,193,5,0,88,85,97,59,-1,8,3 -1687,110,0.003202562,0.001601281,0.006405124,0.006405124,0,0.001601281,68,3.1,0,0,133,60,193,8,0,91,82,95,42,-1,8,3 -1688,137,0.0144,0,0.0072,0.0032,0,0,53,2.7,0,0.3,136,52,188,9,2,160,142,163,42,1,6,1 -1689,137,0.012631579,0,0.007368421,0.003157895,0,0,54,2.8,0,4.8,136,52,188,9,2,164,141,165,48,1,6,1 -1690,137,0.012917933,0,0.006079027,0.003799392,0,0,56,2.4,0,0.4,136,52,188,5,0,160,141,161,51,1,6,1 -1691,137,0.012206573,0,0.002816901,0.003755869,0,0,56,2.1,0,0.2,136,52,188,3,0,160,144,161,39,1,6,1 -1692,137,0.01372549,0,0.002941176,0.003921569,0,0,57,1.8,0,0.2,136,52,188,7,0,146,145,161,46,1,6,1 -1693,137,0.013844515,0,0.003194888,0.005324814,0,0,57,1.8,0,0.4,136,52,188,7,1,146,142,157,53,1,6,1 -1694,137,0.01213419,0,0.002855103,0.004282655,0,0,56,2.2,0,0.4,136,52,188,4,0,160,141,159,59,1,6,1 -1695,137,0.011715481,0,0.00251046,0.0041841,0,0,58,1.7,0,1.7,136,52,188,7,1,149,145,158,44,1,6,1 -1696,137,0.011111111,0,0.005555556,0.003968254,0,0,57,1.6,0,7.6,136,52,188,5,1,148,146,158,42,1,6,1 -1697,137,0.009893993,0,0.00565371,0.004240283,0,0,56,1.6,0,7.1,136,52,188,5,0,148,143,157,59,1,6,1 -1698,137,0.008716323,0.000792393,0.004754358,0.003169572,0,0,58,1.5,0,5.4,109,69,178,2,0,146,143,150,52,1,6,1 -1699,137,0.008279669,0.000919963,0.004599816,0.00275989,0,0,58,1.6,0,5.6,109,69,178,5,0,148,143,151,55,1,6,1 -1700,137,0.006416132,0.001833181,0.004582951,0.002749771,0,0,58,1.5,0,5.2,109,69,178,5,1,148,143,150,49,1,6,1 -1701,137,0.007607192,0.001383126,0.004840941,0.003457815,0,0,58,1.4,0,4.7,109,69,178,2,0,146,143,150,47,1,6,1 -1702,137,0.006934813,0.001386963,0.004160888,0.002773925,0,0,57,1.4,0,6.2,109,69,178,4,0,146,143,149,43,1,6,1 -1703,137,0.006369427,0.001592357,0.00477707,0.002388535,0,0,57,1.4,0,6.8,109,69,178,3,1,148,143,149,43,1,6,1 -1704,137,0.005988024,0.004790419,0.004790419,0.001197605,0,0,59,1.4,0,7,48,122,170,2,0,146,141,143,8,0,2,1 -1705,137,0.008613264,0.003445306,0.004306632,0.000861326,0,0,58,1.2,0,6.4,48,122,170,1,0,146,144,146,8,0,2,1 -1706,137,0.01051709,0.003505697,0.004382121,0.000876424,0,0,56,1.1,0,5.2,48,122,170,1,0,146,144,146,8,0,2,1 -1707,137,0.009285714,0.002857143,0.004285714,0.000714286,0,0,57,1.2,0,5.9,48,122,170,1,0,146,144,145,8,0,2,1 -1708,137,0.012387387,0.002252252,0.004504505,0,0,0,56,0.9,0,4.1,48,122,170,3,0,147,146,147,7,0,2,1 -1709,131,0,0.002702703,0.002702703,0.008108108,0,0.002702703,67,1.7,0,0,68,78,146,7,0,121,116,120,15,0,8,3 -1710,131,0.0042337,0.00254022,0.0042337,0.00508044,0,0.00084674,60,2.1,0,0.9,90,78,168,8,0,133,127,132,21,0,6,1 -1711,131,0.006345178,0.002538071,0.003807107,0.003807107,0,0,57,2,0,1.2,69,100,169,6,1,133,133,134,15,0,6,1 -1712,131,0.008008008,0.003003003,0.002002002,0,0,0,53,1.8,0,3.2,60,109,169,7,0,150,143,147,14,0,2,1 -1713,131,0.00727802,0.004366812,0.002911208,0,0,0,53,2.4,0,0,56,109,165,4,0,131,140,143,25,0,2,1 -1714,131,0.007566204,0.003783102,0.003783102,0.001261034,0,0,55,2.3,0,0,56,109,165,3,0,130,138,141,25,0,2,1 -1715,131,0.007727975,0.002318393,0.003863988,0.001545595,0,0,55,1.9,0,2.4,85,84,169,6,0,150,139,144,25,1,6,1 -1716,131,0.007964602,0.002654867,0.003539823,0.000884956,0,0,55,1.9,0,2.8,85,84,169,6,0,150,140,145,22,1,2,1 -1717,131,0.008818342,0.000881834,0.003527337,0.000881834,0,0,55,2,0,2.7,85,84,169,6,0,132,140,145,26,1,2,1 -1718,131,0.009856631,0,0.002688172,0.000896057,0,0,54,1.4,0,3.3,85,84,169,7,0,151,143,147,20,1,2,1 -1719,131,0.008421053,0,0.002105263,0.001052632,0,0,54,1.5,0,5.3,86,83,169,7,0,151,142,147,22,1,2,1 -1720,131,0.009107468,0,0.003642987,0.000910747,0,0,54,1.5,0,4,85,84,169,6,0,151,141,144,22,1,2,1 -1721,131,0.007912957,0,0.004945598,0.00098912,0,0,54,1.6,0,2.7,56,111,167,2,0,138,139,141,8,0,2,1 -1722,131,0.009596929,0,0.005758157,0.000959693,0,0,52,1.3,0,2.8,56,111,167,2,0,138,140,142,8,0,2,1 -1723,131,0.006822612,0,0.006822612,0.001949318,0,0,52,1.4,0,2.4,68,99,167,3,0,140,139,141,8,0,2,1 -1724,134,0.004916421,0.000983284,0.005899705,0.003933137,0,0,53,1.8,0,0.9,83,83,166,5,0,143,133,140,29,1,6,1 -1725,134,0.005040323,0.001008065,0.006048387,0.005040323,0,0,56,1.6,0,1,83,83,166,7,0,135,133,138,23,0,6,1 -1726,134,0.003584229,0.000896057,0.006272401,0.006272401,0,0,57,1.5,0,1.8,78,83,161,5,0,137,132,138,21,1,6,1 -1727,134,0.002629273,0.000876424,0.007011394,0.005258545,0,0.000876424,59,1.4,0,2.7,72,83,155,7,1,137,127,136,35,1,6,1 -1728,134,0,0,0.009302326,0.00620155,0,0.001550388,64,1.5,0,3.8,70,83,153,5,0,137,119,124,50,1,8,3 -1729,134,0.007782101,0,0.011673152,0.006485084,0,0,60,1.3,0,0,109,80,189,7,0,156,138,151,101,1,6,1 -1730,134,0.007682458,0,0.010243278,0.005121639,0,0,60,1.1,0,9.3,109,80,189,8,0,156,145,154,70,1,6,1 -1731,134,0.009302326,0.001162791,0.010465116,0.005813953,0,0,60,1.2,0,0,109,80,189,8,0,156,145,154,69,1,6,1 -1732,134,0.008403361,0.000933707,0.010270775,0.005602241,0,0,61,1.1,0,3.7,109,80,189,10,0,156,144,151,61,0,6,1 -1733,134,0.007285974,0.000910747,0.010928962,0.005464481,0,0,62,1.2,0,4.5,109,80,189,9,0,156,145,152,49,0,6,1 -1734,134,0.007922535,0.000880282,0.008802817,0.004401408,0,0,60,1.2,0,4.9,109,80,189,4,1,156,147,151,40,0,6,1 -1735,134,0.007646559,0.000849618,0.006796941,0.004248088,0,0,59,1.2,0,5.2,109,80,189,6,0,150,146,150,33,0,6,1 -1736,134,0.005235602,0,0,0,0,0,55,1.2,0,1.8,83,90,173,4,0,150,147,151,22,1,6,1 -1737,134,0.005482456,0.001096491,0.006578947,0.004385965,0,0,61,1.2,0,5.9,83,90,173,4,0,150,143,148,19,1,6,1 -1738,134,0.005405405,0.000900901,0.007207207,0.004504505,0,0,61,1.1,0,6,83,90,173,5,0,142,143,147,17,1,6,1 -1739,134,0.006120888,0.000765111,0.006885998,0.003825555,0,0,62,1.1,0,4.9,83,90,173,5,0,148,142,147,17,1,6,1 -1740,134,0.00528169,0,0.006161972,0.003521127,0,0,62,1.1,0,4.9,83,90,173,5,0,142,142,146,15,0,6,1 -1741,134,0.007425743,0,0.006188119,0.002475248,0,0,63,1,0,3.8,83,90,173,3,0,149,144,147,15,1,6,1 -1742,134,0.007551241,0.002157497,0.003236246,0.005393743,0,0,63,0.9,0,2.5,100,88,188,8,0,151,140,146,36,0,6,1 -1743,134,0.009090909,0.001298701,0.006493506,0.004545455,0,0,60,1.1,0,0.5,99,88,187,6,0,151,145,151,38,0,6,1 -1744,134,0.009352518,0.001438849,0.00647482,0.005035971,0,0,59,1.2,0,0.6,99,88,187,5,0,151,145,151,42,0,6,1 -1745,134,0.008467401,0.00169348,0.008467401,0.00508044,0,0,59,1.1,0,0,99,88,187,5,0,151,145,152,44,0,6,1 -1746,134,0.008247423,0.001030928,0.009278351,0.005154639,0,0,57,1.2,0,0,95,92,187,4,0,151,147,154,44,0,6,1 -1747,134,0.009404389,0,0.010449321,0.00522466,0,0,57,1.2,0,0,101,86,187,3,0,151,148,155,47,1,6,1 -1748,134,0.011065007,0,0.009681881,0.004149378,0,0,56,1.4,0,0,101,86,187,5,0,151,152,160,44,1,6,1 -1749,134,0.010869565,0.001207729,0.008454106,0.004830918,0,0,55,1.5,0,0,101,86,187,5,0,151,149,157,49,1,6,1 -1750,134,0.001953125,0.001953125,0,0.001953125,0,0.00390625,63,1.5,0,0,100,71,171,4,1,89,105,105,72,-1,8,3 -1751,134,0.0048,0.0016,0.0016,0.0032,0,0.0032,62,1.5,0,0,113,71,184,4,0,89,113,110,148,-1,8,3 -1752,134,0.004213483,0.001404494,0.001404494,0.004213483,0,0.002808989,60,1.6,0,0,113,71,184,7,0,89,118,113,195,-1,8,3 -1753,134,0.004385965,0.001096491,0.001096491,0.003289474,0,0.003289474,61,1.8,0,0,118,66,184,6,0,88,112,111,182,-1,8,3 -1754,134,0.003773585,0.001257862,0.001257862,0.002515723,0,0.003773585,62,1.8,0,0,118,66,184,5,0,88,106,107,128,-1,8,3 -1755,134,0.003016591,0,0,0,0,0.004524887,64,1.7,0,0,114,66,180,6,1,88,101,102,88,-1,8,3 -1756,134,0.003039514,0,0,0,0,0.004559271,65,1.8,0,0,114,66,180,8,1,88,100,101,83,-1,8,3 -1757,134,0.003870968,0,0,0.001290323,0,0.003870968,64,1.9,0,0,120,66,186,9,0,88,104,106,109,-1,8,3 -1758,160,0.009868421,0,0.008223684,0,0,0,58,0.8,0,8.2,74,131,205,7,0,179,170,174,14,0,2,1 -1759,120,0.002301496,0,0.001150748,0.009205984,0,0,57,1.3,0,7.5,78,79,157,4,0,113,115,119,25,0,6,1 -1760,120,0.002587322,0,0.001293661,0.010349288,0,0,58,1.2,0,7.3,78,79,157,3,0,128,114,118,39,0,6,1 -1761,120,0.002673797,0,0.001336898,0.009358289,0,0,57,1.5,0,8,78,79,157,5,1,113,115,119,28,0,6,1 -1762,120,0,0,0.003348214,0.012276786,0,0,59,1.6,0,9.8,85,69,154,4,1,91,107,107,62,0,8,3 -1763,120,0,0,0.003562945,0.013064133,0,0,59,1.6,0,11.1,83,69,152,4,1,91,106,106,56,0,8,3 -1764,120,0,0,0.004424779,0.01179941,0,0,59,1.6,0,10.8,83,69,152,4,1,105,106,107,31,0,8,3 -1765,120,0,0,0.004700353,0.010575793,0,0,60,1.6,0,9,85,69,154,4,1,86,105,105,75,0,8,3 -1766,120,0,0,0.004807692,0.008653846,0,0.000961538,62,1.5,0,8.8,85,69,154,5,1,86,102,101,64,-1,8,3 -1767,120,0,0,0.005399568,0.006479482,0,0.001079914,62,1.5,0,9.3,85,69,154,4,1,86,101,98,64,-1,8,3 -1768,120,0,0,0.004451039,0.007418398,0,0.00148368,64,1.3,0,8.4,85,69,154,3,1,86,97,93,48,-1,8,3 -1769,120,0,0,0.004555809,0.005694761,0,0.002277904,64,1.1,0,8.1,85,69,154,2,1,86,98,95,44,-1,8,3 -1770,120,0,0,0.003297609,0.005770816,0,0.001648805,62,1.3,0,9.4,83,69,152,6,1,86,101,101,56,0,8,3 -1771,120,0,0,0.001148106,0.006888634,0,0.002296211,64,1.1,0,0,80,74,154,3,0,86,99,99,40,-1,8,3 -1772,120,0,0,0.001749781,0.009623797,0,0.001749781,63,1.3,0,0,83,69,152,6,0,107,100,101,26,0,8,3 -1773,120,0,0,0.002085506,0.008342023,0,0.002085506,64,1.3,0,0,77,69,146,8,0,86,98,100,38,0,8,3 -1774,120,0,0,0.004621072,0.010166359,0,0.001848429,64,1.7,0,0,111,63,174,10,1,86,92,102,43,-1,8,3 -1775,120,0,0,0.004454343,0.008908686,0,0.001484781,63,2,0,0,128,63,191,12,2,107,93,106,36,-1,8,3 -1776,120,0,0,0.004095963,0.0093622,0,0.001170275,62,1.9,0,3.9,128,63,191,10,1,107,95,105,37,-1,8,3 -1777,120,0,0,0.004734848,0.009469697,0,0.001893939,64,1.7,0,0,111,63,174,10,1,86,93,101,42,-1,8,3 -1778,121,0.002970297,0.001980198,0.002970297,0.004950495,0,0,58,1.5,0,8.9,96,67,163,7,1,122,116,120,25,0,6,1 -1779,121,0.003712871,0.002475248,0.003712871,0.006188119,0,0,58,1.7,0,8.4,96,67,163,6,1,122,115,120,31,0,6,1 -1780,121,0.003014318,0.001507159,0.002260739,0.003767898,0,0,57,1.6,0,13.6,99,67,166,7,1,122,119,123,24,0,6,1 -1781,121,0.005519779,0.001839926,0.003679853,0.001839926,0,0,57,1.3,0,14.1,76,90,166,3,0,124,126,126,17,0,2,1 -1782,121,0.005050505,0.002020202,0.001010101,0,0,0,55,1.4,0,13.7,73,96,169,6,0,124,127,127,19,0,2,1 -1783,121,0.006784261,0.002713704,0.001356852,0,0,0,54,1.7,0,9.9,73,96,169,7,0,124,129,130,24,0,2,1 -1784,121,0.00625,0.0015625,0.00390625,0.0015625,0,0,56,1.4,0,12.3,79,90,169,3,0,124,126,127,19,0,2,1 -1785,121,0.004095004,0.001638002,0.002457002,0.003276003,0,0,56,1.4,0,14,88,81,169,4,0,124,123,125,23,0,6,1 -1786,121,0.003767898,0.002260739,0.002260739,0.004521477,0,0,56,1.6,0,13.6,99,70,169,5,1,124,121,124,28,0,6,1 -1787,121,0.004757374,0.002854424,0.004757374,0.003805899,0,0,55,1.8,0,10.6,99,70,169,9,1,124,122,126,33,0,6,1 -1788,121,0.005532503,0.004149378,0.004149378,0.005532503,0,0,56,1.9,0,3,99,70,169,5,1,124,121,127,38,0,6,1 -1789,121,0.004813478,0.003610108,0.004813478,0.006016847,0,0,56,1.8,0,2.6,99,70,169,6,0,124,120,125,37,0,6,1 -1790,121,0.003872217,0.002904163,0.005808325,0.008712488,0,0,58,1.8,0,2.4,107,62,169,8,0,114,113,120,55,0,6,1 -1791,121,0,0.001631321,0.001631321,0.014681892,0,0,61,2,0,4.9,98,62,160,8,0,114,100,106,59,0,8,3 -1792,121,0,0.000947867,0.003791469,0.01042654,0.000947867,0,66,2.1,0,6.4,105,55,160,7,0,67,85,92,109,-1,8,3 -1793,121,0,0.001028807,0.00308642,0.011316872,0.001028807,0,67,2.1,0,0,102,55,157,4,1,67,81,87,89,-1,8,3 -1794,121,0,0.001177856,0.004711425,0.011778563,0.001177856,0,66,2.1,0,0,102,55,157,5,1,67,83,90,98,-1,8,3 -1795,121,0,0.001144165,0.003432494,0.010297483,0.001144165,0,68,2.1,0,0,102,55,157,3,1,67,79,82,83,-1,8,3 -1796,121,0,0,0.00405954,0.00947226,0.00135318,0,70,1.9,0,0,102,55,157,6,2,67,76,79,68,-1,8,3 -1797,143,0.01026393,0,0.001466276,0,0,0,59,0.8,0,7.2,72,96,168,3,0,152,146,150,8,1,2,1 -1798,143,0.008223684,0,0.003289474,0.001644737,0,0,60,2,0,3.6,79,101,180,9,0,146,144,151,18,0,2,1 -1799,143,0.008156607,0,0.001631321,0,0,0,60,2.2,0,3.9,79,101,180,8,0,150,132,153,14,0,2,1 -1800,143,0,0,0.003857281,0,0,0,66,0.4,4,10.2,22,132,154,1,0,144,143,145,1,0,1,1 -1801,143,0,0,0.003717472,0,0,0,66,0.4,5,10,24,134,158,1,0,144,144,145,1,0,1,1 -1802,143,0,0,0.004232804,0,0,0,66,0.4,4,9.9,22,132,154,0,0,144,143,145,1,0,1,1 -1803,143,0,0,0.002988048,0,0,0,67,0.4,6,9.6,26,133,159,1,0,144,144,145,1,0,1,1 -1804,143,0,0,0.002597403,0,0,0,67,0.3,6,9.6,24,134,158,1,0,144,144,146,1,0,1,1 -1805,143,0,0,0.001886792,0,0,0,68,0.3,5,9.4,23,135,158,1,0,144,144,145,1,0,1,1 -1806,143,0,0,0.001008065,0,0,0,68,0.3,5,9.4,26,133,159,1,0,144,144,145,1,0,1,1 -1807,143,0,0,0.001029866,0,0,0,68,0.3,6,9.6,27,132,159,1,0,144,144,146,1,0,1,1 -1808,143,0,0,0.000865801,0,0,0,69,0.3,6,9.7,25,133,158,1,0,145,144,146,1,0,1,1 -1809,143,0,0,0.00097371,0,0,0,69,0.3,6,9.4,27,132,159,1,0,145,144,146,1,0,1,1 -1810,143,0,0,0.000992063,0,0,0,69,0.3,8,9.9,27,132,159,1,0,146,145,146,1,0,1,1 -1811,143,0,0,0.002714932,0,0,0,67,0.3,4,10.5,25,133,158,1,0,146,145,147,1,0,1,1 -1812,143,0,0,0.006233304,0,0,0,67,0.4,4,13.3,56,106,162,3,1,146,145,147,2,1,1,1 -1813,143,0,0,0.003134796,0,0,0,68,0.3,5,10.3,27,132,159,1,0,146,145,147,1,0,1,1 -1814,143,0,0,0.006849315,0,0,0,66,0.4,4,13.6,56,106,162,4,1,146,145,147,2,1,1,1 -1815,143,0,0,0.002906977,0,0,0,66,0.4,4,12.4,56,106,162,4,1,145,144,146,1,1,1,1 -1816,139,0.011965812,0.000854701,0.005982906,0,0,0,53,1.4,0,18.1,108,96,204,5,0,144,153,152,47,0,2,1 -1817,139,0.00862069,0,0.007389163,0,0,0,54,1,0,18.1,85,96,181,5,0,148,147,148,12,0,2,1 -1818,139,0.008946322,0,0.005964215,0,0,0,54,1,0,18.9,93,96,189,6,0,144,150,150,25,0,2,1 -1819,139,0.011077543,0.001007049,0.007049345,0,0,0,53,1.5,0,21,107,97,204,7,0,152,155,153,39,0,2,1 -1820,139,0.010764263,0.001076426,0.005382131,0,0,0,52,1.6,0,20,107,97,204,8,0,138,155,153,77,0,2,1 -1821,141,0.00625,0,0.00625,0,0,0,58,1.3,0,5.7,78,94,172,6,1,142,142,147,8,0,2,1 -1822,141,0.00140056,0,0.007002801,0,0,0,65,0.5,1,11.7,24,133,157,1,0,150,147,149,2,1,2,1 -1823,141,0.000994036,0,0.007952286,0,0,0,67,0.4,0,11.2,24,133,157,0,0,150,147,149,1,1,2,1 -1824,133,0.002277904,0.001138952,0.009111617,0.003416856,0,0,56,2.2,0,7.2,90,71,161,2,1,139,120,139,19,1,6,1 -1825,133,0.002516779,0.000838926,0.010067114,0.004194631,0,0,57,1.9,0,6.2,90,71,161,7,1,140,124,140,20,1,6,1 -1826,140,0,0.002358491,0.003537736,0.008254717,0,0,62,1.4,0,4.9,93,66,159,5,1,142,134,144,30,1,7,1 -1827,140,0,0.00141844,0.002836879,0.007092199,0,0,62,1.2,0,3.9,93,66,159,5,2,142,136,144,26,1,7,1 -1828,140,0,0.001096491,0.002192982,0.007675439,0,0,61,1.3,0,3.9,93,66,159,7,1,142,135,144,24,1,7,1 -1829,140,0,0.001014199,0.003042596,0.00811359,0,0,61,1.3,0,4,94,65,159,6,1,142,134,143,25,1,7,1 -1830,140,0,0.001970443,0.001970443,0.007881773,0,0,61,1.4,0,4.8,96,63,159,6,0,142,133,143,29,1,7,1 -1831,140,0,0.001207729,0.002415459,0.008454106,0,0,60,1.3,0,3.9,94,65,159,7,1,142,134,143,27,1,7,1 -1832,140,0,0.002339181,0.002339181,0.008187135,0,0,60,1.4,0,4.7,96,63,159,8,1,142,133,143,29,1,7,1 -1833,140,0,0.001984127,0.00297619,0.007936508,0,0,60,1.5,0,6.2,105,63,168,8,1,142,125,143,26,1,7,1 -1834,140,0,0.001138952,0.003416856,0.007972665,0,0,60,1.5,0,6.5,105,63,168,8,0,142,124,142,25,1,7,1 -1835,140,0,0.001042753,0.003128259,0.00729927,0,0,61,1.4,0,10,105,63,168,8,0,142,125,143,23,1,7,1 -1836,140,0,0.00334728,0.00251046,0.007531381,0,0,60,1.8,0,8.4,107,52,159,7,0,142,124,141,34,1,7,1 -1837,140,0,0.003693444,0.001846722,0.007386888,0,0,59,1.8,0,8.8,102,52,154,5,0,142,122,141,34,1,7,1 -1838,137,0,0.004268943,0.002134472,0.006403415,0,0,59,2,0,9.8,116,52,168,6,1,142,121,141,34,1,7,1 -1839,137,0,0.003533569,0.001766784,0.007067138,0,0,59,1.8,0,8.6,102,52,154,10,1,142,123,141,35,1,7,1 -1840,137,0.002306805,0.00461361,0.003460208,0.005767013,0,0,58,1.9,0,7.8,116,52,168,9,2,142,130,139,38,1,6,1 -1841,137,0.001915709,0.003831418,0.009578544,0.006704981,0,0,58,1.8,0,5.5,116,52,168,7,1,139,130,139,32,1,6,1 -1842,137,0.002018163,0.004036327,0.007063572,0.00605449,0,0,58,1.9,0,3.9,109,52,161,8,2,139,132,140,28,1,6,1 -1843,137,0.001906578,0.001906578,0.006673022,0.005719733,0,0,58,1.8,0,5.9,106,60,166,6,0,139,133,141,22,1,6,1 -1844,137,0,0.00120048,0.006002401,0.003601441,0,0,59,1.9,0,6.5,102,64,166,5,1,139,133,140,14,1,7,1 -1845,137,0,0.001028807,0.007201646,0.004115226,0,0,59,1.8,0,6.4,102,64,166,5,1,139,133,140,13,1,7,1 -1846,137,0,0,0.008474576,0.004842615,0,0,59,1.8,0,7.2,102,64,166,7,1,142,133,140,18,1,7,1 -1847,137,0,0,0.007238883,0.004136505,0,0,59,1.8,0,6.6,102,64,166,8,2,142,134,140,16,1,7,1 -1848,137,0,0,0.007470651,0.003201708,0,0,58,1.9,0,6.5,102,64,166,10,2,142,134,141,14,1,7,1 -1849,137,0,0.000805153,0.006441224,0.003220612,0,0,59,1.8,0,6.5,102,64,166,5,2,142,134,140,14,1,7,1 -1850,138,0.009846827,0,0.004376368,0.001094092,0,0,51,1.2,0,1.8,98,73,171,9,0,148,145,147,14,1,2,1 -1851,138,0.008939974,0,0.002554278,0.001277139,0,0,51,1.3,0,2,98,73,171,8,0,148,145,147,16,1,2,1 -1852,138,0.009424084,0,0.008376963,0.00104712,0,0,51,1.2,0,3.1,98,73,171,9,0,148,145,148,14,1,2,1 -1853,138,0.011857708,0,0.007114625,0.000790514,0,0,50,1.2,0,1.4,98,73,171,7,0,148,146,148,11,1,2,1 -1854,138,0.011433597,0,0.00703606,0.000879507,0,0,50,1.2,0,1.6,98,73,171,7,0,148,146,148,12,1,2,1 -1855,138,0.011942675,0,0.006369427,0.000796178,0,0,51,1.2,0,1.6,98,73,171,8,0,148,147,149,12,1,2,1 -1856,138,0.012589928,0,0.007194245,0.000899281,0,0,51,1.2,0,1.7,98,73,171,7,0,148,147,149,12,1,2,1 -1857,138,0.01371308,0,0.004219409,0,0,0,51,1.1,0,2.1,49,122,171,3,0,148,148,149,6,0,2,1 -1858,138,0.014067995,0,0.005861665,0,0,0,51,0.9,0,0.6,49,122,171,2,0,147,149,149,5,0,2,1 -1859,138,0.015906681,0,0.005302227,0,0,0,51,0.9,0,0.1,49,122,171,3,0,147,149,150,6,0,2,1 -1860,138,0.017073171,0,0.003658537,0,0,0,51,0.9,0,0.2,49,122,171,4,0,147,149,150,5,0,2,1 -1861,138,0.015165877,0,0.003791469,0,0,0,51,0.9,0,1.9,49,122,171,2,0,147,148,149,5,0,2,1 -1862,138,0.014444444,0,0.004444444,0,0,0,51,0.9,0,2.2,49,122,171,3,0,147,148,149,5,0,2,1 -1863,138,0.016,0,0,0,0,0,51,1,0,2.4,64,107,171,2,3,147,148,149,7,0,2,1 -1864,138,0.013843648,0,0.003257329,0,0,0,51,1,0,2.7,64,107,171,3,1,147,148,149,6,0,2,1 -1865,138,0.012772352,0,0.003005259,0.000751315,0,0,50,1.1,0,2.9,87,84,171,4,1,147,147,148,10,1,2,1 -1866,138,0.013757524,0,0.002579536,0.000859845,0,0,50,1.3,0,1.9,87,84,171,5,1,147,146,148,11,1,2,1 -1867,138,0.014842301,0,0.002782931,0,0,0,50,1,0,2.2,72,99,171,5,1,147,147,148,7,1,2,1 -1868,138,0.007926024,0,0,0.002642008,0,0,49,1.6,0,4.7,92,80,172,4,1,142,142,145,21,1,6,1 -1869,138,0.007142857,0,0.002380952,0.003571429,0,0,49,1.6,0,6,92,80,172,5,1,142,141,145,23,1,6,1 -1870,138,0.006128703,0,0.003064351,0.004085802,0,0,49,1.6,0,5.7,92,80,172,5,0,142,140,144,22,1,6,1 -1871,138,0.006375228,0.001821494,0.001821494,0.004553734,0,0,50,1.7,0,5.6,102,70,172,6,0,142,139,144,26,1,6,1 -1872,138,0.003579952,0.002386635,0.003579952,0.005966587,0,0,50,1.9,0,5.6,102,70,172,8,0,142,137,142,32,1,6,1 -1873,138,0.002854424,0.00190295,0.005708849,0.006660324,0,0,50,2.3,0,4.6,102,70,172,7,0,138,135,140,26,1,6,1 -1874,138,0.002544529,0.001696353,0.006785411,0.007633588,0,0,51,2.3,0,4.5,112,60,172,6,0,138,131,139,41,1,6,1 -1875,138,0.002034588,0.002034588,0.004069176,0.009155646,0,0,51,2.5,0,5.2,112,60,172,4,0,138,129,138,46,1,6,1 -1876,138,0.00241838,0.00241838,0.00362757,0.008464329,0,0,51,2.4,0,5.8,102,70,172,9,1,135,132,138,32,1,6,1 -1877,138,0.002515723,0.002515723,0.005031447,0.008805031,0,0,50,2.4,0,6,102,70,172,6,0,138,132,138,30,1,6,1 -1878,138,0.001494768,0.002989537,0.005979073,0.010463378,0,0,52,2.6,0,2.4,104,60,164,4,0,135,124,135,48,1,6,1 -1879,138,0,0.002267574,0.009070295,0.013605442,0,0.002267574,60,2.6,0,0,106,55,161,8,2,117,99,117,80,0,8,3 -1880,138,0,0.00177305,0.008865248,0.010638298,0,0.00177305,57,2.6,0,0.7,106,55,161,6,1,135,107,122,121,1,8,3 -1881,138,0,0,0.009310987,0.013035382,0,0,57,2.5,0,0.7,106,55,161,6,1,135,109,123,113,1,8,3 -1882,138,0,0.001968504,0.00984252,0.011811024,0,0.001968504,58,2.5,0,1.2,106,55,161,8,1,117,103,119,76,0,8,3 -1883,139,0.001834862,0,0.006422018,0,0,0,58,0.7,2,11.5,51,112,163,3,0,150,147,150,4,1,2,1 -1884,139,0.004016064,0,0.00669344,0,0,0,58,0.5,0,8.1,61,107,168,3,0,153,152,154,3,1,2,1 -1885,139,0.003636364,0,0.005454545,0,0,0,58,0.6,0,8.5,56,112,168,2,0,153,152,154,3,1,2,1 -1886,141,0.005719733,0,0.006673022,0,0,0,58,0.6,0,8.1,39,132,171,0,0,153,153,155,3,0,2,1 -1887,141,0.00498008,0,0.005976096,0,0,0,58,0.5,0,7.8,37,131,168,0,0,153,153,154,2,0,2,1 -1888,141,0.004232804,0,0.008465608,0,0,0,58,0.6,0,7.9,63,108,171,3,1,153,153,155,4,1,2,1 -1889,141,0.003606853,0,0.008115419,0,0,0,58,0.6,1,8.5,60,111,171,3,1,153,154,156,4,1,2,1 -1890,141,0.004945598,0,0.006923838,0,0,0,58,0.6,3,9.6,63,108,171,3,1,156,154,157,5,1,2,1 -1891,141,0.004535147,0,0.007936508,0,0,0,58,0.6,1,9.1,63,108,171,3,1,160,154,157,9,1,2,1 -1892,141,0.004232804,0,0.008465608,0.001058201,0,0,57,0.7,1,8.5,75,96,171,3,0,160,152,156,14,1,2,1 -1893,141,0.004699248,0,0.008458647,0.00093985,0,0,57,0.7,1,8.1,69,102,171,4,0,160,152,156,13,1,2,1 -1894,139,0.006550218,0.002183406,0.010917031,0.006550218,0,0,55,1.4,0,3.6,71,95,166,5,0,161,140,147,72,1,6,1 -1895,139,0.0064,0.0016,0.0096,0.0064,0,0,54,1.6,0,2.2,96,76,172,4,1,161,139,145,78,1,6,1 -1896,139,0.009,0.001,0.009,0.005,0,0,52,1.5,4,10.2,96,76,172,5,0,158,140,145,57,1,6,1 -1897,139,0.008588957,0.001226994,0.008588957,0.006134969,0,0,53,1.6,6,7,96,76,172,4,0,158,140,146,61,1,6,1 -1898,139,0.011308562,0.001615509,0.009693053,0.008077544,0,0,51,1.9,0,0,96,76,172,5,0,147,136,141,42,1,6,1 -1899,139,0.010596026,0.001324503,0.00794702,0.006622517,0,0,50,1.5,0,10,99,76,175,6,0,147,138,143,37,1,6,1 -1900,139,0.009060023,0.001132503,0.00792752,0.005662514,0,0,50,1.4,0,14.5,102,76,178,8,0,162,142,147,71,1,6,1 -1901,139,0.010471204,0.001308901,0.007853403,0.003926702,0,0,50,1.4,0,15,102,76,178,10,0,162,144,149,57,1,6,1 -1902,139,0.012578616,0,0.009433962,0,0,0,50,0.9,0,13.4,71,107,178,4,0,162,153,158,25,1,2,1 -1903,130,0.005940594,0,0.013861386,0.011881188,0,0,57,2,0,0,125,54,179,4,2,121,115,122,94,0,6,1 -1904,130,0.002053388,0,0.014373717,0.014373717,0,0,59,2.1,0,0,127,50,177,8,2,121,101,115,79,0,8,3 -1905,130,0.001675042,0,0.011725293,0.013400335,0,0,61,2,0,0,127,50,177,5,0,121,98,115,94,0,8,3 -1906,130,0.001459854,0,0.011678832,0.013138686,0,0,62,2,0,0,127,50,177,7,0,60,95,112,269,0,8,3 -1907,130,0.00130719,0.00130719,0.011764706,0.010457516,0,0.00130719,62,2.2,0,0,161,50,211,9,0,60,89,113,250,0,8,3 -1908,130,0.001547988,0.001547988,0.009287926,0.009287926,0,0.001547988,63,2.3,0,0,161,50,211,5,0,60,88,113,254,-1,8,3 -1909,130,0.001694915,0.001694915,0.008474576,0.008474576,0,0.001694915,64,2.4,0,0,161,50,211,8,0,60,85,112,243,-1,8,3 -1910,130,0.001930502,0.001930502,0.007722008,0.007722008,0,0.001930502,64,2.5,0,0,161,50,211,7,0,60,83,114,241,-1,8,3 -1911,130,0,0.002369668,0.007109005,0.007109005,0,0.002369668,66,2.4,0,0,161,50,211,7,0,60,75,108,190,-1,8,3 -1912,140,0.00258565,0.001292825,0.007110537,0.003878474,0,0,64,1.2,0,5.9,74,95,169,6,0,142,137,142,18,0,6,1 -1913,140,0.003554502,0.001184834,0.007109005,0.004739336,0,0,64,1.1,0,3.8,73,96,169,5,0,146,140,144,16,0,6,1 -1914,140,0.00362757,0,0.006045949,0.00362757,0,0,65,0.9,0,5.5,73,96,169,4,0,145,141,145,13,0,6,1 -1915,140,0.004241782,0.001060445,0.007423118,0.004241782,0,0,64,1,0,5.7,69,96,165,4,0,145,139,144,17,1,6,1 -1916,140,0.00379867,0.000949668,0.007597341,0.004748338,0,0,63,1.2,0,6.2,70,95,165,6,0,147,137,143,25,1,6,1 -1917,140,0.003092784,0.001030928,0.007216495,0.004123711,0,0,63,1.2,0,5.3,68,93,161,4,0,143,136,143,19,1,6,1 -1918,140,0.002105263,0.001052632,0.007368421,0.004210526,0,0,64,1.2,0,5.9,68,93,161,2,0,143,135,142,19,1,6,1 -1919,140,0.001813237,0.000906618,0.007252947,0.004533092,0,0,64,1.2,0,6.5,66,95,161,5,0,143,134,141,21,1,6,1 -1920,140,0.002145923,0.001072961,0.00751073,0.004291845,0,0,63,1.4,0,6.6,70,93,163,7,0,142,134,141,22,1,6,1 -1921,140,0.00261324,0.00087108,0.006968641,0.005226481,0,0,63,1.5,0,7.2,153,75,228,9,0,142,120,142,22,0,6,1 -1922,140,0.001923077,0.002884615,0.005769231,0.005769231,0,0,62,1.6,0,9.1,153,75,228,9,0,142,118,142,20,0,6,1 -1923,140,0.001763668,0.001763668,0.004409171,0.005291005,0,0,63,1.3,1,9.1,153,75,228,7,0,142,121,143,17,0,6,1 -1924,140,0.000922509,0.001845018,0.005535055,0.005535055,0,0,63,1.5,1,9.5,163,65,228,5,1,142,118,141,27,0,7,1 -1925,140,0.000924214,0.002772643,0.004621072,0.005545287,0,0,62,1.5,1,7.5,163,65,228,5,1,142,118,142,27,0,7,1 -1926,140,0,0.003211991,0.005353319,0.004282655,0,0,63,1.2,3,8.1,94,65,159,3,2,140,131,139,28,1,7,1 -1927,140,0,0.003525264,0.004700353,0.003525264,0,0,63,1.2,3,8.1,94,65,159,2,2,140,133,140,22,1,7,1 -1928,140,0,0.007668712,0.006134969,0.001533742,0,0.003067485,62,2.4,2,0.3,56,85,141,3,0,131,123,130,11,1,8,3 -1929,140,0,0.00297619,0.004960317,0.00297619,0,0.000992063,63,1.7,5,4,83,65,148,4,1,140,127,133,32,1,7,1 -1930,140,0,0.004160888,0.008321775,0.004160888,0,0.001386963,64,1.3,0,6.4,60,91,151,4,0,139,128,133,21,1,7,1 -1931,133,0.001342282,0.001342282,0.005369128,0.005369128,0,0,57,2.6,0,1.5,81,83,164,6,0,132,125,132,21,0,7,1 -1932,133,0,0.001090513,0.0087241,0.005452563,0,0,58,2.6,0,1.2,66,83,149,4,0,135,123,132,21,1,7,1 -1933,133,0,0.002047083,0.00716479,0.004094166,0,0,60,2.2,0,1.1,65,83,148,1,0,135,124,132,19,1,7,1 -1934,133,0,0.004110997,0.006166495,0.004110997,0,0,60,2.5,0,0,65,83,148,2,0,131,122,130,14,1,7,1 -1935,133,0,0.00304878,0.009146341,0.003810976,0,0,61,2.5,0,0.1,62,86,148,2,0,133,123,130,14,1,7,1 -1936,133,0,0.003948667,0.007897335,0.0029615,0,0,61,2.9,0,0.1,49,93,142,3,0,133,124,132,9,1,7,1 -1937,133,0,0.003188098,0.008501594,0.003188098,0,0,63,2.4,0,0.1,39,103,142,2,0,133,125,131,8,1,7,1 -1938,133,0,0.003211991,0.00856531,0.003211991,0,0,63,2.3,0,0.5,36,103,139,2,0,133,124,130,8,1,7,1 -1939,133,0,0.003198294,0.008528785,0.003198294,0,0,63,2.2,0,0.5,36,103,139,1,0,133,124,130,8,1,7,1 -1940,133,0,0.003536693,0.00795756,0.003536693,0,0,62,2.2,0,0.5,48,97,145,2,0,133,123,129,11,1,7,1 -1941,133,0,0.003330558,0.007493755,0.003330558,0,0,62,2.1,0,2.3,74,88,162,4,0,133,124,130,12,0,7,1 -1942,133,0,0.003561888,0.006233304,0.003561888,0,0,62,2.1,0,1.6,98,64,162,2,0,133,122,129,25,0,7,1 -1943,133,0,0.003267974,0.004901961,0.004084967,0,0,62,2,0,1.6,100,62,162,3,0,133,119,128,44,0,7,1 -1944,133,0,0.004040404,0.005050505,0.004040404,0,0,62,2.2,0,2,103,62,165,3,0,129,117,128,44,0,7,1 -1945,133,0,0.001488095,0.005952381,0.00297619,0,0.00297619,60,2.2,0,5,105,60,165,5,0,100,104,108,52,0,8,3 -1946,133,0,0.001158749,0.005793743,0.003476246,0,0.002317497,62,1.9,0,4.2,105,60,165,4,0,128,108,116,71,0,8,3 -1947,133,0,0.001009082,0.005045409,0.003027245,0,0.002018163,61,2.3,0,5,105,60,165,4,0,128,103,116,70,0,8,3 -1948,133,0,0.001287001,0.005148005,0.002574003,0,0.002574003,60,2.8,0,8.1,105,60,165,5,0,100,98,107,45,0,8,3 -1949,133,0,0.001148106,0.005740528,0.002296211,0,0.002296211,60,2.7,0,8.2,105,60,165,5,0,119,100,112,53,0,8,3 -1950,133,0,0.001026694,0.006160164,0.002053388,0,0.002053388,60,2.8,0,7.7,105,60,165,5,0,119,100,111,53,0,8,3 -1951,133,0,0.001187648,0.005938242,0.001187648,0,0.002375297,60,3.1,0,9.5,105,60,165,7,0,93,98,107,57,0,8,3 -1952,133,0,0,0.006684492,0.001336898,0,0.002673797,60,3.2,0,0,105,60,165,6,0,93,94,102,42,0,8,3 -1953,133,0,0,0.010089686,0.002242152,0,0.002242152,60,3,0,0,105,60,165,5,0,125,97,105,80,0,8,3 -1954,133,0,0,0.011969532,0.001088139,0,0.002176279,60,3,0,0,97,58,155,4,0,125,96,105,79,0,8,3 -1955,133,0,0,0.010044643,0.003348214,0,0.001116071,60,3.3,0,0,81,58,139,2,0,125,96,111,75,1,8,3 -1956,133,0,0,0.01025641,0.003418803,0,0.001709402,60,3,0,0,104,58,162,5,0,125,95,103,90,0,8,3 -1957,133,0,0,0.009863429,0.003034901,0,0.002276176,61,2.8,0,0,105,57,162,6,0,125,96,103,95,0,8,3 -1958,133,0.000717875,0,0.009332376,0.003589375,0,0.002153625,60,2.8,0,0,127,57,184,8,0,125,98,104,95,0,8,3 -1959,133,0.000650195,0,0.009102731,0.003250975,0,0.00260078,61,2.6,0,0,132,52,184,7,0,125,96,102,108,0,8,3 -1960,133,0,0,0.003703704,0.003703704,0,0.003703704,63,1.9,0,0,104,62,166,5,0,77,93,92,74,-1,8,3 -1961,133,0.001440922,0,0.008645533,0.004322767,0,0.004322767,63,2.1,0,0,133,52,185,4,0,125,94,97,147,-1,8,3 -1962,133,0.001038422,0,0.008307373,0.004153686,0,0.003115265,62,2.2,0,0,133,52,185,5,0,125,100,108,114,0,8,3 -1963,133,0.000868056,0,0.010416667,0.004340278,0,0.001736111,61,2.7,0,0,132,52,184,5,0,125,96,110,103,0,8,3 -1964,133,0,0,0.009946442,0.003060444,0,0.002295333,61,2.8,0,0,98,57,155,4,0,125,95,103,95,0,8,3 -1965,138,0.006622517,0,0.005676443,0,0,0,58,0.6,0,14.4,50,133,183,1,0,152,157,155,17,0,4,1 -1966,138,0.004907975,0,0.004907975,0,0,0,58,0.6,0,19.3,46,137,183,3,0,149,160,161,27,1,4,1 -1967,138,0.01119403,0,0.004975124,0,0,0,57,0.7,0,3.7,48,135,183,3,0,152,160,161,21,1,4,1 -1968,138,0.010404624,0,0.005780347,0,0,0,57,0.8,0,3.8,51,127,178,3,0,149,150,150,10,0,2,1 -1969,138,0.009456265,0,0.004728132,0,0,0,57,0.8,0,7.3,41,127,168,2,0,148,145,148,6,0,2,1 -1970,138,0.006718925,0,0.004479283,0,0,0,59,0.7,0,8.5,43,125,168,1,0,148,145,147,6,0,2,1 -1971,138,0.004667445,0,0.004667445,0,0,0,59,0.8,0,8,43,125,168,2,0,148,143,145,7,0,2,1 -1972,138,0.005994006,0,0.004995005,0,0,0,59,0.8,0,7.7,43,125,168,3,0,148,144,146,6,0,2,1 -1973,138,0.006361323,0,0.003816794,0,0,0,60,0.7,0,7.7,43,125,168,1,0,148,145,146,6,0,2,1 -1974,138,0.005624297,0.002249719,0.003374578,0,0,0,60,0.8,0,7.4,43,125,168,1,0,148,144,147,6,0,2,1 -1975,135,0.011664899,0.002120891,0.004241782,0,0,0,60,0.9,0,0.5,44,124,168,3,0,148,144,147,6,0,2,1 -1976,135,0.011363636,0.001893939,0.003787879,0,0,0,60,0.9,0,0.4,44,124,168,3,0,148,144,146,6,0,2,1 -1977,135,0.012035011,0.002188184,0.002188184,0,0,0,59,1,0,0.5,39,124,163,1,0,148,143,146,6,0,2,1 -1978,135,0.010964912,0.002192982,0.004385965,0,0,0,60,0.9,0,0.5,39,124,163,1,0,148,143,146,6,0,2,1 -1979,135,0.009009009,0.002252252,0.005630631,0,0,0,60,0.9,0,3.8,39,124,163,2,0,148,143,146,6,0,2,1 -1980,135,0.00742115,0.001855288,0.006493506,0,0,0,60,1,0,5.2,40,123,163,0,0,148,142,145,7,0,2,1 -1981,135,0.007462687,0.002132196,0.006396588,0,0,0,62,0.9,1,8.2,41,119,160,1,0,148,142,146,8,0,2,1 -1982,135,0.006200177,0.001771479,0.007971656,0,0,0,63,0.8,0,9.5,40,120,160,1,0,147,141,145,6,0,2,1 -1983,135,0.005393743,0,0.002157497,0,0,0,63,0.8,0,9.9,41,119,160,1,0,147,141,143,7,0,2,1 -1984,135,0.003225806,0,0.002150538,0,0,0,64,0.7,0,9.5,41,119,160,2,0,147,141,143,7,0,2,1 -1985,135,0.002134472,0,0.003201708,0,0,0,64,0.6,0,10.2,41,119,160,3,0,147,141,143,7,0,2,1 -1986,135,0.001067236,0,0.003201708,0,0,0,65,0.6,0,10.3,38,119,157,4,0,147,141,143,6,0,2,1 -1987,135,0.008238525,0.000784621,0.003923107,0,0,0,61,0.8,0,6.7,48,120,168,2,0,148,143,145,6,0,2,1 -1988,135,0.007256894,0,0.004354136,0,0,0,58,0.8,0,7.5,50,121,171,3,0,147,146,147,8,0,2,1 -1989,135,0.007407407,0,0.004938272,0,0,0,58,0.8,0,6.9,50,121,171,2,0,148,146,147,8,0,2,1 -1990,135,0.006426735,0,0.003856041,0,0,0,58,1,0,5.6,43,121,164,3,0,147,144,146,6,0,2,1 -1991,135,0.006127451,0,0.00122549,0,0,0,58,1.1,0,4.3,53,111,164,3,0,141,143,145,8,0,2,1 -1992,135,0.006345178,0,0,0,0,0,58,1.2,0,5.2,51,111,162,2,0,141,141,143,6,0,2,1 -1993,135,0.007860262,0,0.005240175,0,0,0,58,1,0,4.7,58,113,171,3,0,141,144,146,10,0,2,1 -1994,125,0,0,0.007256894,0.008708273,0,0,62,1.6,0,1.5,73,68,141,7,0,129,117,125,32,1,7,1 -1995,125,0,0,0.007202881,0.008403361,0,0,62,1.7,0,1.2,73,68,141,9,0,128,117,126,29,1,7,1 -1996,125,0,0,0.006830601,0.008196721,0,0,62,1.4,0,1.4,73,68,141,8,0,128,117,125,30,1,7,1 -1997,125,0,0,0.007722008,0.009009009,0,0,62,1.3,0,1.3,70,68,138,6,0,128,117,124,25,1,7,1 -1998,125,0,0.00122549,0.007352941,0.007352941,0,0,62,1.9,0,1.6,70,68,138,6,0,130,118,127,25,1,7,1 -1999,125,0,0.001088139,0.008705114,0.008705114,0,0,63,1.6,0,1.7,70,68,138,4,0,130,116,124,32,1,7,1 -2000,125,0,0.001144165,0.009153318,0.008009153,0,0,62,1.7,0,1.1,72,68,140,5,0,130,116,125,29,1,7,1 -2001,125,0,0.000729927,0.008029197,0.008029197,0,0,62,1.7,0,1.3,69,71,140,8,0,130,117,125,30,1,7,1 -2002,125,0.000925926,0.000925926,0.008333333,0.007407407,0,0,62,1.6,0,4.8,82,71,153,5,0,130,118,125,30,0,7,1 -2003,125,0,0.001240695,0.007444169,0.007444169,0,0,61,1.8,0,5.1,73,74,147,4,0,130,117,125,26,1,7,1 -2004,125,0.005617978,0.001872659,0.009363296,0.003745318,0,0,59,2.1,0,7.8,90,74,164,8,1,131,122,126,27,0,6,1 -2005,125,0.004724409,0.001574803,0.006299213,0.006299213,0,0,60,1.9,0,6.7,90,74,164,6,1,130,121,124,26,0,6,1 -2006,125,0.004643963,0.001547988,0.00619195,0.009287926,0,0,60,1.3,0,7.5,96,68,164,6,1,110,120,120,34,0,6,1 -2007,125,0.003875969,0.00129199,0.006459948,0.009043928,0,0,61,1.2,0,6.9,96,68,164,5,1,110,118,119,30,0,6,1 -2008,125,0.001572327,0.001572327,0.009433962,0.009433962,0,0,63,1.2,0,0.8,100,64,164,8,1,114,114,117,15,0,7,1 -2009,125,0.001196172,0.001196172,0.008373206,0.009569378,0,0,63,1.1,0,4.1,100,64,164,5,2,116,114,117,13,0,7,1 -2010,125,0,0.001254705,0.007528231,0.011292346,0,0,65,1.1,0,5.5,76,64,140,5,1,116,111,115,9,1,7,1 -2011,125,0,0.001116071,0.0078125,0.008928571,0,0.001116071,65,1,0,5.2,76,64,140,4,1,116,111,115,10,0,7,1 -2012,125,0,0.001127396,0.009019166,0.00789177,0,0.001127396,64,1.1,0,5,82,64,146,5,2,116,110,115,10,0,7,1 -2013,125,0,0,0.008588957,0.006134969,0,0.001226994,65,1,0,5.6,82,64,146,6,2,116,110,115,9,0,7,1 -2014,125,0,0,0.008,0.006666667,0,0.001333333,65,1,0,5.8,82,64,146,7,2,117,111,116,9,0,7,1 -2015,125,0,0,0.008827238,0.00630517,0,0.001261034,65,1.1,0,7.3,82,64,146,5,1,116,111,116,9,0,7,1 -2016,125,0,0,0.00913242,0.006849315,0,0.001141553,65,1.3,0,6.5,82,64,146,5,1,116,111,116,8,0,7,1 -2017,125,0,0,0.009750813,0.005417118,0,0.001083424,65,1.2,0,6.3,70,76,146,3,0,116,111,114,8,0,7,1 -2018,125,0,0,0.006188119,0.006188119,0,0.001237624,65,1.3,0,3,77,78,155,4,0,110,111,113,8,0,7,1 -2019,125,0,0,0.008438819,0.007383966,0,0.001054852,64,1.3,0,2.6,77,78,155,4,0,114,111,114,7,0,7,1 -2020,125,0,0,0.008158508,0.006993007,0,0.001165501,64,1.4,0,2.7,77,78,155,4,0,107,111,113,11,0,7,1 -2021,125,0,0,0.007185629,0.008383234,0,0,64,1.4,0,2.4,90,65,155,6,0,111,111,114,8,0,7,1 -2022,125,0,0,0.007263923,0.010895884,0,0,64,1.3,0,1.9,90,65,155,5,0,111,111,113,7,0,7,1 -2023,125,0,0,0.007641921,0.010917031,0,0,65,1.3,0,1.7,90,65,155,5,0,111,111,113,7,0,7,1 -2024,129,0,0.001811594,0.005434783,0.012681159,0,0,58,4.3,0,0,158,72,230,10,1,111,88,126,33,-1,7,1 -2025,129,0,0.001669449,0.005008347,0.013355593,0,0,58,3.9,0,0,158,72,230,10,1,113,90,124,28,-1,7,1 -2026,129,0,0,0.00630517,0.010088272,0,0.001261034,65,2.6,0,0,101,50,151,9,2,105,91,113,13,0,8,3 -2027,129,0,0.001010101,0.006060606,0.009090909,0,0.001010101,65,2.8,0,0,101,50,151,7,2,105,88,112,13,0,8,3 -2028,129,0,0.000921659,0.005529954,0.008294931,0,0.001843318,65,2.8,0,0,101,50,151,7,2,105,86,112,13,0,8,3 -2029,129,0,0.00084674,0.00508044,0.00762066,0,0.00169348,65,2.9,0,0,101,50,151,6,2,105,84,111,12,0,8,3 -2030,129,0,0.000749625,0.006746627,0.006746627,0,0.002248876,65,3.1,0,0,180,50,230,10,1,105,83,112,14,-1,8,3 -2031,129,0,0.000884173,0.006189213,0.006189213,0,0.00265252,66,2.9,0,0,94,50,144,8,0,105,85,109,11,0,8,3 -2032,129,0,0.00091659,0.006416132,0.005499542,0,0.002749771,66,2.8,0,0,94,50,144,6,0,105,85,110,11,0,8,3 -2033,129,0,0.001038422,0.00623053,0.00623053,0,0.002076843,66,3.2,0,0,96,50,146,8,0,105,82,108,10,0,8,3 -2034,129,0,0.001122334,0.006734007,0.005611672,0,0.002244669,67,3.2,0,0,80,66,146,7,0,105,80,107,9,0,8,3 -2035,129,0,0.001072961,0.006437768,0.005364807,0,0.002145923,67,3.3,0,0,129,63,192,7,0,105,80,107,14,-1,8,3 -2036,128,0,0.001094092,0.007658643,0.00547046,0,0.002188184,66,2.9,0,0,129,63,192,6,1,103,84,110,20,-1,8,3 -2037,128,0,0.002014099,0.007049345,0.005035247,0,0.002014099,65,2.6,0,0,129,63,192,6,0,103,92,114,28,0,8,3 -2038,128,0,0.001545595,0.006955178,0.004636785,0,0.002318393,66,2.7,0,0,129,63,192,4,0,105,89,112,21,0,8,3 -2039,128,0,0.001850139,0.007400555,0.005550416,0,0.001850139,65,2.5,0,0,129,63,192,6,0,104,94,115,28,0,8,3 -2040,128,0,0.0025,0.006666667,0.005833333,0,0.001666667,65,2.5,0,0,129,63,192,5,0,114,97,116,25,0,8,3 -2041,128,0,0.003541913,0.008264463,0.008264463,0,0,64,2,0,0,100,71,171,4,2,122,112,123,20,0,7,1 -2042,128,0,0.007117438,0.007117438,0.007117438,0,0,64,2.2,0,0,84,87,171,5,1,129,118,125,13,0,7,1 -2043,128,0,0.006564551,0.006564551,0.006564551,0,0,65,2,0,1.1,84,87,171,3,1,129,119,127,13,0,7,1 -2044,128,0,0.005343511,0.007633588,0.009160305,0,0,63,2.4,0,1.1,107,64,171,6,0,129,114,127,18,0,7,1 -2045,128,0,0.006183746,0.008833922,0.008833922,0,0,63,2.5,0,1.2,107,64,171,4,1,129,115,128,17,0,7,1 -2046,128,0,0.006222222,0.008888889,0.009777778,0,0,63,2.7,0,1.3,96,64,160,6,1,129,111,128,21,0,7,1 -2047,128,0,0.006603774,0.008490566,0.009433962,0,0,63,3,0,1.5,96,64,160,5,2,127,109,128,24,0,7,1 -2048,128,0,0.007675439,0.006578947,0.009868421,0,0,63,2.8,0,1.4,96,64,160,3,0,127,114,129,16,0,7,1 -2049,128,0,0,0.008032129,0.010040161,0,0,63,4.2,0,0,90,66,156,5,0,69,73,118,128,0,8,3 -2050,125,0.00476758,0.015494636,0.007151371,0,0,0,66,4.1,5,0.3,23,123,146,0,0,133,126,134,1,0,2,1 -2051,128,0,0.001912046,0.001912046,0,0,0,70,1.9,16,4.1,20,119,139,2,0,130,127,131,1,0,3,1 -2052,127,0.002587322,0.016817594,0.005174644,0,0,0,66,4.2,5,0.3,23,123,146,0,0,133,126,134,0,0,2,1 -2053,127,0.002902758,0.002902758,0.007256894,0,0,0,65,1.2,44,3,26,120,146,2,0,126,126,128,1,-1,1,1 -2054,127,0.002793296,0.002793296,0.00698324,0,0,0,65,1.2,46,3,26,120,146,2,0,126,126,128,1,-1,1,1 -2055,127,0,0,0.00528169,0,0,0,65,0.7,55,3.5,13,120,133,1,0,126,126,127,0,0,1,1 -2056,127,0,0.000789889,0.004739336,0,0,0,62,0.7,58,4.1,20,120,140,1,0,126,125,126,0,-1,1,1 -2057,127,0,0.001023541,0.005117707,0,0,0,63,0.7,59,4,20,120,140,2,0,126,125,127,0,-1,1,1 -2058,127,0,0.001113586,0.005567929,0,0,0,62,0.7,64,4.1,20,120,140,1,0,124,125,126,1,-1,1,1 -2059,127,0,0.001282051,0.006410256,0,0,0,60,0.7,60,4.1,20,120,140,2,0,122,124,125,1,-1,1,1 -2060,127,0,0.001121076,0.005605381,0,0,0,60,0.6,61,4.2,20,120,140,2,0,123,124,125,0,-1,1,1 -2061,127,0,0,0.005662514,0,0,0,62,0.5,73,4,12,119,131,1,0,123,124,125,0,0,1,1 -2062,127,0,0,0.004700353,0,0,0,63,0.5,71,4,12,119,131,1,0,123,123,124,0,0,1,1 -2063,127,0,0,0.005660377,0,0,0,65,0.4,67,4.3,12,119,131,1,0,123,124,125,0,0,1,1 -2064,127,0,0,0.005870841,0,0,0,70,0.4,63,4.1,18,119,137,2,0,123,125,126,1,0,1,1 -2065,127,0,0.000974659,0.005847953,0,0,0,71,0.9,52,3.8,18,119,137,2,0,129,125,128,1,0,1,1 -2066,127,0,0.000884173,0.00530504,0,0,0,66,0.8,58,4.1,19,120,139,1,0,123,125,127,1,-1,1,1 -2067,130,0.009090909,0.002597403,0.007792208,0,0,0,65,1.7,0,1.3,45,112,157,4,0,136,135,138,3,0,2,1 -2068,130,0.009400705,0,0.003525264,0,0,0,67,1.1,0,1,45,112,157,5,0,137,136,138,2,0,2,1 -2069,130,0.00877193,0.001096491,0.002192982,0,0,0,66,1.2,0,1,45,112,157,6,0,137,136,138,2,0,2,1 -2070,130,0.007865169,0.001123596,0,0,0,0,67,0.9,0,1.2,45,112,157,4,0,137,137,139,3,0,2,1 -2071,130,0.007099391,0.001014199,0,0,0,0,67,0.9,0,2.8,46,112,158,4,0,137,138,139,4,0,2,1 -2072,130,0.006746627,0.000749625,0.005247376,0,0,0,69,0.7,5,4.2,46,112,158,4,0,139,139,140,3,0,2,1 -2073,130,0.007487521,0.000831947,0.000831947,0,0,0,70,0.7,6,4.4,31,127,158,1,0,139,140,141,3,0,2,1 -2074,130,0.007320644,0.000732064,0.000732064,0,0,0,71,0.7,5,3.8,31,127,158,1,0,139,139,140,3,0,2,1 -2075,130,0.007575758,0.000841751,0.005050505,0,0,0,70,0.7,6,4.3,31,127,158,1,0,139,140,141,3,0,2,1 -2076,130,0.007011394,0.000876424,0.000876424,0,0,0,71,0.7,10,4,31,127,158,1,0,139,140,141,3,0,2,1 -2077,130,0.005474453,0.000912409,0.000912409,0,0,0,72,0.9,9,4.8,31,127,158,1,0,139,139,141,3,0,2,1 -2078,130,0.005110733,0.000851789,0.000851789,0,0,0,72,0.9,8,4.4,31,127,158,2,0,139,139,140,3,0,2,1 -2079,130,0.004789272,0,0.000957854,0,0,0,73,0.6,9,5,32,126,158,2,0,139,140,141,3,0,2,1 -2080,130,0.003525264,0,0.001175088,0,0,0,75,0.6,10,5.4,32,126,158,3,0,139,139,140,3,0,2,1 -2081,130,0.003003003,0.002002002,0.001001001,0,0,0,74,1.3,8,5,32,126,158,3,0,139,137,140,3,0,2,1 -2082,130,0,0.008196721,0.005464481,0,0,0,73,2.9,0,2.2,27,124,151,2,0,132,127,133,1,-1,1,1 -2083,130,0,0.009433962,0.005896226,0,0,0,72,2.6,5,1.5,27,124,151,1,0,130,127,131,1,-1,1,1 -2084,130,0,0.008860759,0.007594937,0,0,0,73,2.1,12,1.4,27,124,151,2,0,128,127,130,1,-1,1,1 -2085,128,0.000896057,0.006272401,0.006272401,0,0,0,76,1.7,25,1.9,22,124,146,2,0,128,127,130,1,-1,1,1 -2086,128,0.000978474,0.002935421,0.005870841,0,0,0,78,1.2,35,2.4,27,124,151,2,0,128,127,130,1,-1,1,1 -2087,133,0,0.00277855,0.006390664,0,0,0,74,1.3,28,3.9,31,119,150,7,0,136,134,137,1,0,1,2 -2088,133,0,0.001154734,0.005773672,0,0,0,78,0.3,73,3.5,22,132,154,2,0,136,136,138,0,-1,1,1 -2089,133,0,0.001236094,0.00618047,0,0,0,79,0.5,70,3.1,10,131,141,1,0,136,135,137,0,0,1,1 -2090,133,0,0.00120919,0.004836759,0,0,0,78,0.8,59,2.6,13,131,144,1,0,136,134,136,0,-1,1,1 -2091,133,0,0.001156069,0.004624277,0,0,0,78,0.8,44,3.6,14,130,144,1,0,136,134,137,0,0,1,1 -2092,133,0,0.001206273,0.00482509,0,0,0,77,0.9,34,4.4,17,130,147,1,0,136,135,137,0,0,1,1 -2093,133,0,0.001027749,0.004110997,0,0,0,76,0.8,29,5.3,17,130,147,1,0,136,135,137,0,0,1,1 -2094,133,0,0.001141553,0.003424658,0,0,0,77,0.8,16,5.8,17,130,147,1,0,135,135,137,1,0,1,1 -2095,133,0,0.001226994,0.003680982,0,0,0,76,0.6,12,6.8,17,130,147,0,0,136,136,138,1,0,1,1 -2096,133,0,0,0.004032258,0,0,0,75,0.4,13,7.2,26,129,155,1,0,136,137,139,1,0,1,1 -2097,133,0,0,0.006711409,0,0,0,75,0.4,15,6.7,26,129,155,2,0,136,137,139,1,0,1,1 -2098,133,0,0,0.005312085,0,0,0,75,0.6,20,4.7,26,129,155,2,0,136,136,138,0,-1,1,1 -2099,133,0,0.004201681,0.005602241,0,0,0,73,1.6,14,3.2,32,123,155,3,0,136,133,137,1,0,1,1 -2100,133,0,0.008652658,0.004944376,0,0,0,72,2.1,11,2.5,60,91,151,10,0,136,132,136,1,1,1,1 -2101,133,0,0.009840098,0.004920049,0,0,0,70,2.7,4,1.5,60,91,151,8,1,134,130,135,1,1,1,1 -2102,133,0,0.009356725,0.008187135,0,0,0,69,3,1,1.2,57,91,148,8,0,134,128,134,2,1,1,1 -2103,133,0,0.006031363,0.007237636,0,0,0,68,3,1,1.3,57,91,148,8,0,133,129,134,2,1,1,1 -2104,133,0,0.001261034,0.007566204,0,0,0,70,2,6,2.5,68,91,159,7,1,133,132,135,3,0,1,1 -2105,136,0,0,0.009370817,0,0,0,78,0.4,27,4.6,43,112,155,4,0,138,137,139,0,0,1,1 -2106,136,0,0,0.009324009,0,0,0,79,0.2,40,5.1,20,129,149,2,0,138,138,139,0,0,1,1 -2107,136,0,0.001096491,0.007675439,0,0,0,78,0.4,36,7.1,36,113,149,3,0,139,137,139,1,1,1,1 -2108,136,0,0.001293661,0.006468305,0,0,0,74,1,21,7,42,107,149,2,0,137,135,138,1,1,1,1 -2109,136,0,0.002567394,0.007702182,0.001283697,0,0,67,2.2,0,4.4,45,100,145,3,0,133,131,136,2,1,1,1 -2110,136,0,0.00128041,0.007682458,0.00128041,0,0,67,1.9,0,5.3,45,100,145,2,0,135,132,136,2,1,1,1 -2111,136,0,0.004109589,0.008219178,0.006849315,0,0.001369863,64,2.2,0,3,85,67,152,5,0,134,119,131,45,1,7,1 -2112,136,0,0.004347826,0.008695652,0.008695652,0,0.002173913,63,2.2,0,1.9,86,67,153,6,0,134,112,123,71,1,7,1 -2113,136,0,0.004823151,0.006430868,0.008038585,0,0.001607717,63,2.2,0,5,85,67,152,6,0,134,116,128,53,1,7,1 -2114,136,0,0.002070393,0.008281573,0,0,0,67,1.5,11,4.7,38,115,153,4,0,140,133,138,4,0,1,1 -2115,137,0,0,0.007009346,0,0,0,81,0.4,33,6.3,31,121,152,2,0,146,143,145,1,1,1,1 -2116,140,0,0,0.006423983,0,0,0,83,0.2,48,5.4,20,132,152,2,0,145,145,146,0,0,1,1 -2117,140,0.003968254,0,0.003968254,0,0,0,80,0.2,36,2.2,18,140,158,1,0,147,148,149,1,0,2,1 -2118,140,0,0,0.0078125,0,0,0,79,0.3,20,8.5,26,124,150,1,0,144,143,145,1,1,1,1 -2119,140,0,0,0.006469501,0.000924214,0,0,79,0.5,26,7,21,129,150,1,0,145,142,145,2,1,1,1 -2120,140,0,0,0.006764374,0.001127396,0,0,79,0.6,27,6.4,26,124,150,1,0,144,141,145,1,1,1,1 -2121,140,0,0,0.004975124,0.001243781,0,0,77,0.7,17,6,31,124,155,2,0,145,143,145,2,0,1,1 -2122,140,0,0,0.007425743,0,0,0,79,0.2,25,7.2,40,137,177,4,0,153,150,152,2,0,5,2 -2123,140,0.000774593,0,0.00697134,0,0,0,78,0.4,22,7.1,66,103,169,6,0,152,148,151,3,1,5,2 -2124,140,0.000980392,0,0.006862745,0,0,0,79,0.4,20,6.1,67,103,170,5,0,153,148,152,4,1,5,2 -2125,140,0.000678887,0,0.00610998,0,0,0,78,0.4,27,7,66,103,169,6,0,152,147,151,4,1,5,2 -2126,142,0.001615509,0.001615509,0.008077544,0,0,0,74,0.4,36,5,42,117,159,2,1,145,143,145,1,0,1,1 From e4fd44871668f2f2f8fd2ccbbe4351f9a7ac677a Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 15:17:13 -0600 Subject: [PATCH 34/36] Remove ctg data related function --- healthcareai/datasets/base.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/healthcareai/datasets/base.py b/healthcareai/datasets/base.py index e63dddd..35ca10e 100644 --- a/healthcareai/datasets/base.py +++ b/healthcareai/datasets/base.py @@ -26,10 +26,6 @@ def load_diabetes(): """Load and return the diabetes dataset""" return load_data('diabetes.csv') -def load_ctg(): - """Load ctg dataset for neural network testing""" - return load_data('ctg.csv') - def load_multiclass(): """ Load a dataset for multi class classification From 1d16316e2c4cb45c46a8ed10de78d7d6399f8a6a Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 15:18:03 -0600 Subject: [PATCH 35/36] A binary classification example with neural network Using the diabetes dataset --- example_test_neuralnet_diabetes.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/example_test_neuralnet_diabetes.py b/example_test_neuralnet_diabetes.py index 87455b8..dd27df7 100644 --- a/example_test_neuralnet_diabetes.py +++ b/example_test_neuralnet_diabetes.py @@ -43,10 +43,12 @@ # Create ROC/PR curve trained_nn.roc_plot() trained_nn.pr_plot() + trained_nn.confusion_matrix_plot() # Train the neural network classifier without randomized search trained_nn = classification_trainer.neural_network_classifier(randomized_search=False) # Create ROC/PR curve trained_nn.roc_plot() - trained_nn.pr_plot() \ No newline at end of file + trained_nn.pr_plot() + trained_nn.confusion_matrix_plot() \ No newline at end of file From d26ef88489f29eba8c6d2b8028f1f11ad35dd00d Mon Sep 17 00:00:00 2001 From: Shufang Ci Date: Fri, 21 Jul 2017 15:18:49 -0600 Subject: [PATCH 36/36] Add a multiclass example with neural network Dataset is from healthcareai-r package --- example_test_neuralnet_multiclass.py | 35 ++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 example_test_neuralnet_multiclass.py diff --git a/example_test_neuralnet_multiclass.py b/example_test_neuralnet_multiclass.py new file mode 100644 index 0000000..5197435 --- /dev/null +++ b/example_test_neuralnet_multiclass.py @@ -0,0 +1,35 @@ +import healthcareai.datasets as hcai_datasets +import healthcareai.pipelines.data_preparation as hcai_pipelines +from healthcareai import AdvancedSupervisedModelTrainer + +if __name__ == "__main__": + # Load the dataset + dataframe = hcai_datasets.base.load_multiclass() + + # Drop the original string labeled target variable + dataframe.drop(['target_str'], axis=1, inplace=True) + + # ## Use built in data prep pipeline that does enocding, imputation, null filtering, dummification + clean_training_dataframe = hcai_pipelines.full_pipeline( + 'classification', + 'target_num', + 'PatientID', + impute=True).fit_transform(dataframe) + + # ## Build a neural network + # Initiate an Advanced Trainer class with your clean and prepared training data + classification_trainer = AdvancedSupervisedModelTrainer( + dataframe=clean_training_dataframe, + model_type='classification', + predicted_column='target_num', + grain_column='PatientID', + data_scaling=True, + verbose=False) + + # Split the data into training and testing sets + classification_trainer.train_test_split() + + # Train the neural network classifier with randomized search + trained_nn = classification_trainer.neural_network_classifier(randomized_search=True) + trained_nn.confusion_matrix_plot() + trained_nn.print_confusion_matrix()