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alkaline-ml / statsmodels   python

Repository URL to install this package:

Version: 0.11.1 

/ tsa / tests / results / results_arima_forecasts.csv

year,quarter,fc111nc,fc111ncse,fc111ncconf1,fc111ncconf2,fc111ncdyn,fc111ncdynse,fc111ncdynconf1,fc111ncdynconf2,fc111c,fc111cse,fc111cconf1,fc111cconf2,fc111cdyn,fc111cdynse,fc111cdynconf1,fc111cdynconf2,fc211nc,fc211ncse,fc211ncconf1,fc211ncconf2,fc211ncdyn,fc211ncdynse,fc211ncdynconf1,fc211ncdynconf2,fc211c,fc211cse,fc211cconf1,fc211cconf2,fc211cdyn,fc211cdynse,fc211cdynconf1,fc211ncdynconf2,fc111c_css,fc111cse_css,fc111cconf1_css,fc111cconf2_css,fc111cdyn_css,fc111cdynse_css,fc111cdynconf1_css,fc111cdynconf2_css,fc112c_css,fc112cse_css,fc112cconf1_css,fc112cconf2_css,fc112cdyn_css,fc112cdynse_css,fc112cdynconf1_css,fc112cdynconf2_css
2000,1,170.2233243826,,,,170.2233243826,0.8056,168.644,171.802,170.2864191564,,,,170.2864191564,0.7999,168.719,171.854,170.2746065512,,,,170.2746065512,0.7953,168.716,171.833,170.2895305662,,,,170.2895305662,0.7925,168.736,171.843,170.304,,,,170.304,0.7972,168.742,171.867,170.154,,,,170.154,0.8259,168.535,171.772
2000,2,171.9184524902,,,,171.1377283933,1.23,168.727,173.549,171.9837202702,,,,171.2664932271,1.2305,168.855,173.678,172.0019713519,,,,171.2023842717,1.291,168.672,173.733,172.0147981675,,,,171.2401153995,1.2804,168.731,173.75,171.99,,,,171.309,1.211,168.935,173.682,172.134,,,,171.103,1.4083,168.343,173.863
2000,3,173.828787093,,,,172.0432982132,1.6186,168.871,175.216,173.892520498,,,,172.2406036174,1.6254,169.055,175.426,173.897011282,,,,172.1176130768,1.7143,168.758,175.478,173.9104306451,,,,172.1817815353,1.698,168.854,175.51,173.888,,,,172.313,1.5831,169.21,175.416,173.722,,,,171.978,1.8547,168.343,175.613
2000,4,175.0288317109,,,,172.9401191906,1.9993,169.021,176.859,175.0750500309,,,,173.2091088061,2.0093,169.271,177.147,174.9780464837,,,,173.0268876834,2.1027,168.906,177.148,174.9987913625,,,,173.1198404087,2.0819,169.039,177.2,175.08,,,,173.318,1.9403,169.515,177.121,174.89,,,,172.904,2.1881,168.616,177.193
2001,1,176.8057511331,,,,173.8282758494,2.3815,169.161,178.496,176.8460409347,,,,174.1723457236,2.3897,169.489,178.856,176.823803435,,,,173.9314905347,2.4735,169.084,178.779,176.837192481,,,,174.0552845768,2.4481,169.257,178.854,176.845,,,,174.323,2.2912,169.833,178.814,176.748,,,,173.795,2.4921,168.911,178.679
2001,2,177.5317122,,,,174.7078518968,2.7692,169.28,180.135,177.5487445729,,,,175.1306310477,2.7691,169.703,180.558,177.4100697987,,,,174.8316846814,2.8356,169.274,180.389,177.4314962031,,,,174.9883502198,2.8046,169.491,180.485,177.568,,,,175.328,2.6392,170.156,180.501,177.127,,,,174.711,2.7534,169.314,180.107
2001,3,178.5005259429,,,,175.5789302315,3.1643,169.377,181.781,178.5075160891,,,,176.0842624201,3.1483,169.914,182.255,178.4434523593,,,,175.7275374931,3.194,169.467,181.988,178.4577307847,,,,175.9191394228,3.1554,169.735,182.104,178.535,,,,176.334,2.9858,170.482,182.186,178.473,,,,175.609,2.998,169.733,181.485
2001,4,178.551424957,,,,176.4415929509,3.5677,169.449,183.434,178.5405940261,,,,177.0335195914,3.5276,170.12,183.947,178.4127628861,,,,176.6190787111,3.5515,169.658,183.58,178.431638159,,,,176.8477289245,3.503,169.982,183.713,178.594,,,,177.34,3.3315,170.81,183.869,178.103,,,,176.519,3.2202,170.207,182.831
2002,1,178.5113144309,,,,177.2959213597,3.9799,169.495,185.096,178.4950101925,,,,177.9786654965,3.9067,170.322,185.636,178.4280846262,,,,177.5063307758,3.91,169.843,185.17,178.4424347618,,,,177.7741891719,3.8486,170.231,185.317,178.567,,,,178.345,3.6766,171.139,185.551,178.58,,,,177.421,3.4306,170.697,184.145
2002,2,180.2247478027,,,,178.1419959768,4.4009,169.516,186.768,180.2361498037,,,,178.9199472648,4.2853,170.521,187.319,180.3880488337,,,,178.3893146464,4.2706,170.019,186.76,180.384875915,,,,178.6985877074,4.1932,170.48,186.917,180.28,,,,179.351,4.021,171.47,187.232,180.428,,,,178.329,3.6271,171.22,185.438
2002,3,180.8812555147,,,,178.9798965432,4.8306,169.512,188.448,180.8929359533,,,,179.8575971709,4.663,170.718,188.997,180.8779742943,,,,179.2680509174,4.6342,170.185,188.351,180.8883836647,,,,179.6209898179,4.5371,170.728,188.514,180.941,,,,180.357,4.3645,171.803,188.912,180.712,,,,179.232,3.8146,171.756,186.709
2002,4,182.1217530645,,,,179.8097020298,5.2691,169.483,190.137,182.1440794946,,,,180.7918335272,5.0394,170.915,190.669,182.1982416071,,,,180.1425600339,5.0013,170.34,189.945,182.2033611924,,,,180.5414587027,4.8808,170.975,190.108,182.182,,,,181.364,4.707,172.138,190.589,182.352,,,,180.139,3.9926,172.313,187.964
2003,1,183.5863851269,,,,180.6314906442,5.7159,169.428,191.835,183.6172936436,,,,181.7228615235,5.4142,171.111,192.334,183.6677376966,,,,181.0128623329,5.3723,170.483,191.542,183.6730872079,,,,181.4600555571,5.2243,171.221,191.699,183.644,,,,182.37,5.0481,172.476,192.264,183.513,,,,181.043,4.1635,172.883,189.204
2003,2,184.1174433192,,,,181.4453398387,6.171,169.35,193.54,184.138603356,,,,182.6508740151,5.787,171.308,193.993,184.0698585717,,,,181.8789780516,5.7474,170.614,193.144,184.0850064378,,,,182.376839639,5.5676,171.464,193.289,184.178,,,,183.376,5.3878,172.817,193.936,184.023,,,,181.949,4.3273,173.468,190.43
2003,3,184.5443919305,,,,182.251326317,6.6341,169.249,195.254,184.561043527,,,,183.5760522653,6.1576,171.507,195.645,184.5149896099,,,,182.7409273298,6.1268,170.733,194.749,184.5290257015,,,,183.2918683299,5.9109,171.707,194.877,184.611,,,,184.383,5.7256,173.161,195.605,184.485,,,,182.854,4.4853,174.063,191.645
2003,4,185.790913924,,,,183.0495260422,7.1048,169.124,196.975,185.8194914079,,,,184.4985666411,6.5257,171.708,197.289,185.879208987,,,,183.5987302099,6.5106,170.838,196.359,185.885307579,,,,184.2051971955,6.2541,171.947,196.463,185.858,,,,185.39,6.0616,173.509,197.27,185.991,,,,183.76,4.6378,174.67,192.85
2004,1,187.2605858834,,,,183.840014243,7.583,168.978,198.702,187.2983369795,,,,185.4185772689,6.8911,171.912,198.925,187.3504459251,,,,184.4524066383,6.8989,170.931,197.974,187.3573082078,,,,185.1168800421,6.5971,172.187,198.047,187.324,,,,186.397,6.3954,173.862,198.931,187.266,,,,184.665,4.7856,175.285,194.044
2004,2,188.3727424216,,,,184.6228654218,8.0684,168.809,200.437,188.4084484474,,,,186.3362346499,7.2535,172.12,200.553,188.3934156532,,,,185.3019764651,7.2916,171.011,199.593,188.4057130567,,,,186.026968973,6.9399,172.425,199.629,188.434,,,,187.403,6.727,174.219,200.588,188.368,,,,185.57,4.9288,175.91,195.231
2004,3,190.1751707887,,,,185.3981533608,8.5607,168.619,202.177,190.217596201,,,,187.2516802385,7.6128,172.331,202.173,190.2660090321,,,,186.1474594451,7.6889,171.078,201.217,190.2727541662,,,,186.9355144424,7.2823,172.662,201.209,190.228,,,,188.41,7.0562,174.581,202.24,190.264,,,,186.476,5.0681,176.542,196.409
2004,4,191.9608597652,,,,186.1659511297,9.0598,168.409,203.923,192.0017457862,,,,188.1650469862,7.9689,172.546,203.784,192.0082426728,,,,186.9888752382,8.0906,171.132,202.846,192.0172722694,,,,187.8425653072,7.6243,172.899,202.786,192.004,,,,189.418,7.3829,174.947,203.888,191.856,,,,187.381,5.2036,177.182,197.58
2005,1,192.9249100574,,,,186.9263310921,9.5653,168.179,205.674,192.9483784061,,,,189.076459853,8.3216,172.766,205.387,192.8516392196,,,,187.8262434093,8.4968,171.173,204.48,192.867884817,,,,188.7481688778,7.9659,173.135,204.361,192.964,,,,190.425,7.7069,175.32,205.53,192.672,,,,188.286,5.3357,177.828,198.744
2005,2,195.0485996347,,,,187.6793649125,10.077,167.929,207.43,195.0761539867,,,,189.9860362873,8.6709,172.991,206.981,195.1215629644,,,,188.6595834296,8.9073,171.202,206.118,195.1247041843,,,,189.6523709671,8.3068,173.371,205.933,195.076,,,,191.432,8.0282,175.697,207.167,195.149,,,,189.192,5.4645,178.481,199.902
2005,3,195.8829345899,,,,188.425123563,10.5947,167.66,209.19,195.8888528366,,,,190.8938866775,9.0167,173.222,208.566,195.769454439,,,,189.4889146764,9.3223,171.218,207.76,195.7841430678,,,,190.5552159377,8.6471,173.607,207.503,195.907,,,,192.439,8.3467,176.08,208.798,195.321,,,,190.097,5.5904,179.14,201.054
2005,4,200.881551968,,,,189.1636773301,11.1182,167.372,210.955,200.9296590393,,,,191.8001147769,9.3588,173.457,210.143,201.2531803919,,,,190.3142564339,9.7415,171.221,209.407,201.2283148262,,,,191.4567467481,8.9866,173.843,209.07,200.869,,,,193.447,8.6623,176.469,210.424,201.704,,,,191.002,5.7136,179.804,202.201
2006,1,200.8374966075,,,,189.8950958213,11.6472,167.067,212.723,200.8202472437,,,,192.7048181018,9.6974,173.698,211.711,200.4617908111,,,,191.1356278936,10.165,171.212,211.059,200.4879862602,,,,192.3570049969,9.3252,174.08,210.634,200.822,,,,194.454,8.975,176.863,212.045,198.987,,,,191.907,5.8341,180.473,203.342
2006,2,202.1024666878,,,,190.6194479714,12.1817,166.744,214.495,202.0675124183,,,,193.6080883069,10.0323,173.945,213.271,201.9885761817,,,,191.9530481544,10.5927,171.192,212.714,201.9892792336,,,,193.256030966,9.663,174.317,212.195,202.082,,,,195.462,9.2848,177.264,213.66,202.774,,,,192.813,5.9522,181.147,204.479
2006,3,204.1807964789,,,,191.3368020496,12.7213,166.404,216.27,204.1450996188,,,,194.5100115376,10.3635,174.198,214.822,204.179541508,,,,192.7665362236,11.0246,171.159,214.374,204.1674660761,,,,194.1538636621,9.9997,174.555,213.753,204.15,,,,196.469,9.5916,177.67,215.268,203.062,,,,193.718,6.068,181.825,205.611
2006,4,203.0157854602,,,,192.0472256651,13.2659,166.046,218.048,202.9319404185,,,,195.410668761,10.6911,174.457,216.365,202.6394746314,,,,193.5761110169,11.4604,171.114,216.038,202.6516262814,,,,195.0505408572,10.3355,174.793,215.308,203.003,,,,197.477,9.8954,178.082,216.872,202.726,,,,194.623,6.1816,182.508,206.739
2007,1,204.7648391013,,,,192.7507857741,13.8154,165.673,219.828,204.7053158681,,,,196.3101360771,11.015,174.721,217.899,204.864868405,,,,194.3817913592,11.9003,171.058,217.706,204.8390307301,,,,195.9460991278,10.67,175.033,216.859,204.754,,,,198.485,10.1962,178.5,218.469,204.658,,,,195.529,6.2932,183.194,207.863
2007,2,207.2769566127,,,,193.447548686,14.3694,165.284,221.611,207.2414456805,,,,197.2084850116,11.3352,174.992,219.425,207.4265796922,,,,195.1835959846,12.3441,170.99,219.378,207.3960909405,,,,196.8405738924,11.0034,175.274,218.407,207.258,,,,199.492,10.494,178.924,220.06,207.329,,,,196.434,6.4029,183.885,208.983
2007,3,208.6912331435,,,,194.1375800696,14.928,164.879,223.396,208.6492720137,,,,198.105782791,11.6518,175.269,220.943,208.6537586221,,,,195.9815435372,12.7917,170.91,221.053,208.6352773018,,,,197.7339994486,11.3356,175.517,219.951,208.67,,,,200.5,10.7888,179.355,221.646,208.115,,,,197.339,6.5107,184.579,210.1
2007,4,210.5410872839,,,,194.8209449591,15.4908,164.459,225.182,210.500111343,,,,199.0020926004,11.9647,175.552,222.453,210.5576053658,,,,196.7756525715,13.2432,170.819,222.732,210.532355268,,,,198.626409008,11.6665,175.761,221.492,210.514,,,,201.508,11.0805,179.791,223.225,210.516,,,,198.245,6.6167,185.276,211.213
2008,1,214.1899253565,,,,195.4977077604,16.0578,164.025,226.971,214.1698597159,,,,199.8974738271,12.2741,175.841,223.954,214.3829696128,,,,197.5659415525,13.6983,170.718,224.414,214.3413261881,,,,199.5178347313,11.996,176.006,223.03,214.14,,,,202.516,11.3693,180.232,224.799,213.999,,,,199.15,6.721,185.977,212.323
2008,2,215.6458854232,,,,196.1679322573,16.6289,163.576,228.76,215.5949327403,,,,200.7919822885,12.58,176.136,225.448,215.4886503677,,,,198.3524288567,14.1572,170.605,226.1,215.4686267913,,,,200.4083077608,12.3242,176.253,224.563,215.587,,,,203.524,11.6551,180.68,226.367,214.828,,,,200.055,6.8238,186.681,213.43
2008,3,220.6987299825,,,,196.8316816174,17.2038,163.113,230.55,220.6741351366,,,,201.6856704468,12.8823,176.437,226.935,220.9632787766,,,,199.1351327719,14.6196,170.481,227.789,220.9055597068,,,,201.2978582533,12.6509,176.503,226.093,220.602,,,,204.532,11.9379,181.134,227.93,221.009,,,,200.961,6.925,187.388,214.534
2008,4,218.3717504048,,,,197.4890183978,17.7824,162.636,232.342,218.2426223953,,,,202.5785876106,13.1812,176.744,228.413,217.6667975573,,,,199.9140714981,15.0855,170.347,229.481,217.6747091231,,,,202.186515411,12.9761,176.754,227.619,218.294,,,,205.54,12.2178,181.593,229.486,215.84,,,,201.866,7.0248,188.098,215.634
2009,1,212.6894332539,,,,198.1400045515,18.3646,162.146,234.134,212.4740916853,,,,203.4707801248,13.4766,177.057,229.884,211.8959992321,,,,200.6892631477,15.5549,170.202,231.176,211.9059766187,,,,203.0743075115,13.2999,177.007,229.142,212.678,,,,206.548,12.4947,182.059,231.037,212.326,,,,202.771,7.1232,188.81,216.733
2009,2,213.1786192035,,,,198.7847014328,18.9502,161.643,235.926,213.0392637652,,,,204.3622915483,13.7687,177.376,231.348,213.4572131423,,,,201.460725746,16.0277,170.047,232.874,213.3903799208,,,,203.9612619376,13.6221,177.262,230.66,213.202,,,,207.556,12.7688,182.529,232.582,213.599,,,,203.677,7.2203,189.525,217.828
2009,3,215.1701293805,,,,199.4231698032,19.5392,161.127,237.719,215.1095875387,,,,205.2531628216,14.0574,177.701,232.805,215.5892010821,,,,202.2284772315,16.5038,169.882,234.575,215.5198428062,,,,204.847405205,13.9428,177.52,232.175,215.208,,,,208.564,13.04,183.006,234.122,215.75,,,,204.582,7.316,190.243,218.921
2009,4,217.2661592661,0.8056,215.687,218.845,200.0554698373,20.1314,160.599,239.512,217.2554734364,0.7999,215.688,218.823,206.1434324244,14.3429,178.032,234.255,217.5930744392,0.7953,216.034,219.152,202.9925354565,16.9832,169.706,236.279,217.5372491403,0.7925,215.984,219.091,205.7327629904,14.2619,177.78,233.686,217.308,0.7972,215.745,218.871,209.572,13.3085,183.488,235.656,217.422,0.8259,215.804,219.041,205.487,7.4105,190.963,220.012
2010,1,218.1388055236,1.23,215.728,220.55,200.6816611283,20.7267,160.058,241.305,218.1265713231,1.2305,215.715,220.538,207.0331365232,14.6251,178.368,235.698,218.6612703593,1.291,216.131,221.192,203.7529181874,17.4658,169.521,237.985,218.5527257447,1.2804,216.043,221.062,206.6173601574,14.5794,178.042,235.192,218.236,1.211,215.862,220.609,210.58,13.5741,183.975,237.185,218.346,1.4083,215.585,221.106,206.393,7.5039,191.685,221.1
2010,2,219.003021018,1.6186,215.831,222.175,201.3018026937,21.3249,159.506,243.098,218.9982561241,1.6254,215.813,222.184,207.9223091109,14.9042,178.711,237.134,219.6986031575,1.7143,216.339,223.059,204.5096431051,17.9516,169.325,239.694,219.5410430132,1.698,216.213,222.869,207.5012207828,14.8952,178.307,236.695,219.168,1.5831,216.065,222.271,211.588,13.837,184.468,238.708,219.238,1.8547,215.603,222.874,207.298,7.596,192.41,222.186
2010,3,219.8588872002,1.9993,215.94,223.778,201.9159529807,21.9261,158.942,244.89,219.8704925599,2.0093,215.932,223.809,208.8109821365,15.1802,179.058,238.564,220.7260098869,2.1027,216.605,224.847,205.2627278056,18.4404,169.12,241.405,220.5214492212,2.0819,216.441,224.602,208.3843681813,15.2095,178.574,238.194,220.104,1.9403,216.301,223.907,212.597,14.0972,184.967,240.226,220.152,2.1881,215.864,224.441,208.203,7.6871,193.137,223.27
2010,4,220.706484734,2.3815,216.039,225.374,202.524169872,22.5299,158.366,246.682,220.7432474715,2.3897,216.06,225.427,209.6991856291,15.4531,179.412,239.987,221.7475271771,2.4735,216.9,226.595,206.0121897999,18.9323,168.905,243.119,221.4974064825,2.4481,216.699,226.296,209.2668249293,15.522,178.844,239.689,221.044,2.2912,216.553,225.535,213.605,14.3547,185.47,241.739,221.052,2.4921,216.167,225.936,209.109,7.7771,193.866,224.351
2011,1,221.545893504,2.7692,216.118,226.973,203.126510691,23.1365,157.78,248.473,221.6164896931,2.7691,216.189,227.044,210.5869478123,15.723,179.771,241.403,222.7639487392,2.8356,217.206,228.322,206.7580465151,19.4272,168.681,244.835,222.4696165704,2.8046,216.973,227.967,210.1486128889,15.8329,179.117,241.18,221.988,2.6392,216.815,227.161,214.613,14.6096,185.979,243.247,221.961,2.7534,216.565,227.358,210.014,7.8661,194.597,225.431
2011,2,222.3771926233,3.1643,216.175,228.579,203.7230322072,23.7456,157.183,250.264,222.4901899324,3.1483,216.32,228.661,211.4742952135,15.9899,180.135,242.814,223.775445946,3.194,217.515,230.036,207.5003152945,19.9251,168.448,246.553,223.4382960718,3.1554,217.254,229.623,211.0297532299,16.1421,179.392,242.668,222.935,2.9858,217.083,228.787,215.621,14.8619,186.493,244.75,222.864,2.998,216.988,228.74,210.919,7.9541,195.33,226.509
2011,3,223.2004604401,3.5677,216.208,230.193,204.3137906419,24.3571,156.575,252.053,223.3643206578,3.5276,216.45,230.278,212.3612527653,16.2539,180.504,244.218,224.7820706652,3.5515,217.821,231.743,208.2390133976,20.4258,168.205,248.273,224.4035738561,3.503,217.538,231.269,211.9102664522,16.4495,179.67,244.151,223.886,3.3315,217.357,230.416,216.63,15.1116,187.011,246.248,223.771,3.2202,217.459,230.082,211.825,8.0411,196.064,227.585
2011,4,224.0157745462,3.9799,216.215,231.816,204.8988416729,24.9711,155.956,253.841,224.2388559925,3.9067,216.582,231.896,213.2478439017,16.5152,180.879,245.617,225.7838517429,3.91,218.12,233.447,208.9741580012,20.9293,167.954,249.995,225.3655605905,3.8486,217.822,232.909,212.7901724066,16.7553,179.95,245.63,224.84,3.6766,217.634,232.046,217.638,15.3588,187.535,247.741,224.675,3.4306,217.951,231.399,212.73,8.1272,196.801,228.659
2012,1,224.8232117835,4.4009,216.198,233.449,205.4782404403,25.5873,155.328,255.628,225.1137716155,4.2853,216.715,233.513,214.134090648,16.7736,181.258,247.01,226.7808135168,4.2706,218.411,235.151,209.7057661993,21.4356,167.693,251.719,226.3243609722,4.1932,218.106,234.543,213.6694903158,17.0594,180.234,247.105,225.797,4.021,217.916,233.678,218.646,15.6036,188.064,249.229,225.581,3.6271,218.472,232.69,213.635,8.2124,197.539,229.731
2012,2,225.6228482515,4.8306,216.155,235.091,206.0520415515,26.2056,154.69,257.414,225.9890446675,4.663,216.85,235.128,215.0200137057,17.0293,181.643,248.397,227.7729793693,4.6342,218.69,236.856,210.4338550039,21.9446,167.423,253.444,227.2800759537,4.5371,218.387,236.173,214.5482387938,17.3618,180.52,248.577,226.757,4.3645,218.202,235.311,219.654,15.8459,188.597,250.712,226.486,3.8146,219.009,233.962,214.541,8.2967,198.279,230.802
2012,3,226.4147593147,5.2691,216.088,236.742,206.6202990863,26.8261,154.042,259.198,226.8646536632,5.0394,216.988,236.742,215.9056325317,17.2823,182.033,249.778,228.7603724093,5.0013,218.958,238.563,211.1584413449,22.4563,167.145,255.172,228.2328032167,4.8808,218.667,237.799,215.4264358655,17.6624,180.809,250.044,227.719,4.707,218.494,236.945,220.663,16.0859,189.135,252.191,227.392,3.9926,219.566,235.217,215.446,8.3802,199.021,231.871
2012,4,227.1990196094,5.7159,215.996,238.402,207.183066602,27.4486,153.385,260.981,227.740578409,5.4142,217.129,238.352,216.7909654136,17.5327,182.428,251.154,229.7430156036,5.3723,219.213,240.273,211.8795420709,22.9706,166.858,256.901,229.1826373376,5.2243,218.943,239.422,216.304098985,17.9613,181.101,251.508,228.684,5.0481,218.79,238.578,221.671,16.3234,189.678,253.665,228.297,4.1635,220.136,236.457,216.351,8.4628,199.764,232.938
2013,1,227.9757030506,6.171,215.881,240.071,207.7403971383,28.073,152.718,262.762,228.6167999251,5.787,217.274,239.959,217.6760295396,17.7805,182.827,252.525,230.7209318028,5.7474,219.456,241.986,212.5971739494,23.4874,166.563,258.632,230.1296698969,5.5676,219.217,241.042,217.1812450544,18.2585,181.395,252.967,229.651,5.3878,219.091,240.211,222.68,16.5587,190.225,255.134,229.202,4.3273,220.721,237.683,217.257,8.5447,200.509,234.004
2013,2,228.7448828395,6.6341,215.742,241.747,208.2923432229,28.6993,152.043,264.542,229.4933003724,6.1576,217.425,241.562,218.5608410646,18.0257,183.231,253.891,231.6941437462,6.1268,219.686,243.702,213.3113536672,24.0068,166.259,260.364,231.0739895756,5.9109,219.489,242.659,218.0578904402,18.5539,181.693,254.423,230.621,5.7256,219.399,241.843,223.688,16.7917,190.777,256.599,230.107,4.4853,221.316,238.898,218.162,8.6257,201.256,235.068
2013,3,229.50663147,7.1048,215.581,243.432,208.8389568756,29.3273,151.358,266.319,230.3700629844,6.5257,217.58,243.16,219.4454151726,18.2686,183.64,255.251,232.6626740638,6.5106,219.902,245.423,214.0220978309,24.5287,165.947,262.097,232.0156822477,6.2541,219.758,244.274,218.9340509913,18.8477,181.993,255.875,231.592,6.0616,219.712,243.473,224.696,17.0225,191.333,258.06,231.013,4.6378,221.923,240.103,219.067,8.706,202.004,236.131
2013,4,230.2610207356,7.583,215.399,245.123,209.3802896139,29.957,150.666,268.095,231.2470720022,6.8911,217.741,244.753,220.3297661348,18.5089,184.053,256.607,233.6265452764,6.8989,220.105,247.148,214.7294229673,25.053,165.626,263.832,232.9548310688,6.5971,220.025,245.885,219.8097420547,19.1397,182.297,257.323,232.566,6.3954,220.031,245.101,225.705,17.2511,191.893,259.516,231.918,4.7856,222.538,241.298,219.972,8.7856,202.753,237.192
2014,1,231.0081217362,8.0684,215.194,246.822,209.9163924575,30.5884,149.964,269.869,232.1243126143,7.2535,217.908,246.341,221.2139073645,18.747,184.471,257.957,234.5857797965,7.2916,220.294,248.877,215.4333455235,25.5797,165.298,265.569,233.8915165624,6.9399,220.29,247.493,220.6849784915,19.43,182.603,258.767,233.542,6.727,220.357,246.726,226.713,17.4776,192.458,260.969,232.823,4.9288,223.163,242.484,220.878,8.8645,203.504,238.252
2014,2,231.7480048848,8.5607,214.969,248.527,210.4473159331,31.2213,149.255,271.64,233.0017708995,7.6128,218.081,247.923,222.0978514689,18.9827,184.893,259.303,235.5403999291,7.6889,220.471,250.61,216.1338818676,26.1088,164.962,267.306,234.8258167029,7.2823,220.553,249.099,221.5597746927,19.7186,182.912,260.208,234.519,7.0562,220.689,248.349,227.722,17.7019,193.027,262.417,233.729,5.0681,223.795,243.662,221.783,8.9426,204.256,239.31
2014,3,232.480739914,9.0598,214.724,250.238,210.9731100793,31.8558,148.537,273.409,233.8794337734,7.9689,218.261,249.498,222.9816102973,19.2161,185.319,260.644,236.4904278715,8.0906,220.633,252.348,216.8310482889,26.6402,164.617,269.045,235.7578069968,7.6243,220.814,250.701,222.4341445934,20.0055,183.224,261.644,235.498,7.3829,221.028,249.968,228.73,17.9242,193.599,263.861,234.634,5.2036,224.435,244.833,222.688,9.0201,205.009,240.368
2014,4,233.206395883,9.5653,214.459,251.954,211.4938244514,32.4916,147.811,275.176,234.7572889381,8.3216,218.447,251.067,223.8651949865,19.4472,185.749,261.981,237.4358857144,8.4968,220.783,254.089,217.5248609985,27.1738,164.265,270.785,236.6875605602,7.9659,221.075,252.3,223.3081016879,20.2907,183.539,263.077,236.479,7.7069,221.374,251.584,229.739,18.1444,194.176,265.301,235.539,5.3357,225.082,245.997,223.594,9.097,205.764,241.423
2015,1,233.9250411836,10.077,214.175,253.676,212.0095081258,33.1288,147.078,276.941,235.6353248348,8.6709,218.641,252.63,224.7486160043,19.6762,186.184,263.313,238.3767954422,8.9073,220.919,255.835,218.2153361293,27.7096,163.905,272.525,237.6151481949,8.3068,221.334,253.896,224.1816590432,20.5741,183.857,264.506,237.461,8.0282,221.726,253.196,230.747,18.3627,194.757,266.737,236.445,5.4645,225.734,247.155,224.499,9.1731,206.52,242.478
2015,2,234.6367435468,10.5947,213.872,255.402,212.5202097049,33.7673,146.338,278.703,236.5135305999,9.0167,218.841,254.186,225.6318831888,19.9031,186.623,264.641,239.3131789336,9.3223,221.042,257.585,218.9024897366,28.2477,163.538,274.267,238.5406384615,8.6471,221.593,255.489,225.0548293128,20.8559,184.178,265.932,238.445,8.3467,222.086,254.804,231.755,18.5789,195.341,268.17,237.35,5.5904,226.393,248.307,225.404,9.2487,207.277,243.532
2015,3,235.3415700494,11.1182,213.55,257.133,213.0259773212,34.407,145.589,280.463,237.3918960223,9.3588,219.049,255.735,226.5150057872,20.1278,187.065,265.965,240.245057962,9.7415,221.152,259.338,219.5863377988,28.7878,163.163,276.009,239.4640977504,8.9866,221.851,257.077,225.9276247493,21.136,184.502,267.354,239.43,8.6623,222.452,256.408,232.764,18.7933,195.93,269.598,238.255,5.7136,227.057,249.454,226.31,9.3237,208.036,244.584
2015,4,236.0395871201,11.6472,213.211,258.868,213.5268586427,35.0479,144.834,282.22,238.2704115052,9.6974,219.264,257.277,227.3979924905,20.3505,187.512,267.284,241.1724541961,10.165,221.249,261.096,220.2668962169,29.3301,162.781,277.753,240.3855903505,9.3252,222.108,258.663,226.800057218,21.4145,184.828,268.772,240.416,8.975,222.825,258.007,233.772,19.0058,196.522,271.023,239.161,5.8341,227.726,250.595,227.215,9.398,208.795,245.635