diff --git a/hnq-research/hotness-calculation-20181108-2345.csv b/hnq-research/hotness-calculation-20181108-2345.csv index 2ce3dc8..dc9d9a1 100644 --- a/hnq-research/hotness-calculation-20181108-2345.csv +++ b/hnq-research/hotness-calculation-20181108-2345.csv @@ -1,101 +1,101 @@ -site,question,timestamp,hotness,calculated_hotness,views,traffic -history,49243,2018-11-08 23:45:00,161.908,4.49861102725452,5873,12954 -codegolf,175485,2018-11-08 23:45:00,122.779,3.65374374432519,1479,5854 -security,197236,2018-11-08 23:45:00,118.193,3.28040308536082,3394,65844 -workplace,122351,2018-11-08 23:45:00,95.202,6.43006466875273,2304,43644 -writing,39988,2018-11-08 23:45:00,94.765,2.62750732565308,2106,10607 -worldbuilding,129621,2018-11-08 23:45:00,87.784,2.11622381503254,604,16364 -space,31898,2018-11-08 23:45:00,79.908,2.21347586827745,2418,8506 -math,2990086,2018-11-08 23:45:00,77.972,2.20902205436392,724,368175 -rpg,135174,2018-11-08 23:45:00,72.919,2.02059016296967,2021,65265 -security,197250,2018-11-08 23:45:00,68.433,2.53547851559996,1851,65844 -puzzling,74890,2018-11-08 23:45:00,61.784,1.48135667052278,508,13375 -worldbuilding,129519,2018-11-08 23:45:00,58.714,1.94243637166673,4755,16364 -superuser,1373841,2018-11-08 23:45:00,56.894,1.70925769675705,401,668110 -rpg,135182,2018-11-08 23:45:00,54.244,1.93697500333388,930,65265 -parenting,35218,2018-11-08 23:45:00,54.006,1.37044798383585,29350,17096 -ell,184991,2018-11-08 23:45:00,52.679,1.51517046835114,4007,134802 -tex,458975,2018-11-08 23:45:00,52.169,1.44228332322318,327,115906 -scifi,198138,2018-11-08 23:45:00,47.946,1.29082766942969,3077,74500 -academia,119774,2018-11-08 23:45:00,45.784,1.09066919697831,125,39532 -workplace,122337,2018-11-08 23:45:00,43.022,3.42779284297849,3122,43644 -codereview,207240,2018-11-08 23:45:00,42.523,1.23316330560534,181,88002 -judaism,96770,2018-11-08 23:45:00,40.451,0.960440039130155,104,4672 -writing,39965,2018-11-08 23:45:00,39.442,1.29123501660687,3496,10607 -stackoverflow,53215736,2018-11-08 23:45:00,39.400,2.36040348599784,78,9837321 -electronics,405687,2018-11-08 23:45:00,39.050,1.07488936049444,994,116661 -ell,185051,2018-11-08 23:45:00,37.868,1.13950513117137,297,134802 -boardgames,43952,2018-11-08 23:45:00,37.190,1.0757382027621,359,14154 -skeptics,42731,2018-11-08 23:45:00,36.479,1.00323006979481,2261,11354 -worldbuilding,129626,2018-11-08 23:45:00,35.348,1.23717699955749,230,16364 -rpg,135198,2018-11-08 23:45:00,34.438,1.20461971009545,421,65265 -music,76305,2018-11-08 23:45:00,33.784,0.797653591819959,579,29062 -physics,439746,2018-11-08 23:45:00,33.118,0.781374947088939,168,102997 -writing,39983,2018-11-08 23:45:00,32.973,1.31236510000252,2797,10607 -academia,119646,2018-11-08 23:45:00,32.648,1.054004669012,7026,39532 -english,472044,2018-11-08 23:45:00,32.419,0.891846692621097,862,471776 -aviation,56891,2018-11-08 23:45:00,31.828,0.944161394399135,573,29518 -codegolf,175516,2018-11-08 23:45:00,30.494,1.0589650736723,624,5854 -puzzling,74862,2018-11-08 23:45:00,29.588,1.02711650002802,610,13375 -workplace,122241,2018-11-08 23:45:00,29.529,2.48008855181521,14277,43644 -unix,480520,2018-11-08 23:45:00,28.946,0.77630195504163,325,349353 -codereview,207171,2018-11-08 23:45:00,28.689,0.9474332506701,2432,88002 -politics,35176,2018-11-08 23:45:00,28.561,0.740643496039403,6508,15048 -law,33212,2018-11-08 23:45:00,27.619,0.702898370220731,22494,8675 -askubuntu,1091069,2018-11-08 23:45:00,27.578,0.745661988637793,1356,538353 -worldbuilding,129614,2018-11-08 23:45:00,27.363,1.3348488679436,548,16364 -travel,125296,2018-11-08 23:45:00,26.276,0.676731240589597,6407,58416 -security,197169,2018-11-08 23:45:00,25.788,0.97385395797441,9018,65844 -workplace,122361,2018-11-08 23:45:00,25.693,2.3278461965358,728,43644 -academia,119577,2018-11-08 23:45:00,25.451,0.964958509882148,23038,39532 -stackoverflow,53211917,2018-11-08 23:45:00,25.324,2.32202026693771,467,9837321 -worldbuilding,129489,2018-11-08 23:45:00,25.187,1.15625,4216,16364 -retrocomputing,8208,2018-11-08 23:45:00,24.595,0.759463199185152,1175,2040 -chess,22824,2018-11-08 23:45:00,24.217,0.682845107641099,1032,3358 -english,471888,2018-11-08 23:45:00,24.215,0.816070268977754,4676,471776 -japanese,62727,2018-11-08 23:45:00,23.784,0.553473920854665,77,10911 -puzzling,74868,2018-11-08 23:45:00,23.739,0.987357115102669,420,13375 -aviation,56876,2018-11-08 23:45:00,23.544,0.865927066444712,4510,29518 -outdoors,20940,2018-11-08 23:45:00,23.435,0.595097262851153,11472,9333 -rpg,135171,2018-11-08 23:45:00,23.097,1.03816529062925,1024,65265 -scifi,198094,2018-11-08 23:45:00,21.913,0.711232386157055,8069,74500 -math,2988516,2018-11-08 23:45:00,21.538,0.911450813924459,1992,368175 -worldbuilding,129536,2018-11-08 23:45:00,20.318,1.00444319354376,2518,16364 -physics,439450,2018-11-08 23:45:00,20.186,0.660263581740553,5534,102997 -unix,480656,2018-11-08 23:45:00,19.905,0.618588499778744,66,349353 -puzzling,74866,2018-11-08 23:45:00,19.564,1.0150400248719,844,13375 -photo,102652,2018-11-08 23:45:00,19.387,0.515919865606154,5967,26574 -mathematica,185618,2018-11-08 23:45:00,19.028,0.553473920854665,95,12408 -space,31856,2018-11-08 23:45:00,18.841,0.627039450040768,4167,8506 -matheducators,14751,2018-11-08 23:45:00,18.768,0.489573248777227,2478,1022 -electronics,405520,2018-11-08 23:45:00,17.868,0.603682858204162,4388,116661 -reverseengineering,19848,2018-11-08 23:45:00,17.077,0.454551140505342,1241,5545 -academia,119614,2018-11-08 23:45:00,17.046,0.710240395442039,9318,39532 -stats,376020,2018-11-08 23:45:00,17.020,0.56410661852159,179,135032 -softwareengineering,381047,2018-11-08 23:45:00,16.484,0.93429716482555,13204,77307 -travel,125356,2018-11-08 23:45:00,16.321,0.561329211605516,1494,58416 -politics,35240,2018-11-08 23:45:00,16.207,0.472080697199567,147,15048 -puzzling,74851,2018-11-08 23:45:00,16.110,0.777550160029687,1070,13375 -ell,184925,2018-11-08 23:45:00,16.082,0.625,3474,134802 -tex,458913,2018-11-08 23:45:00,15.972,0.575764777973433,378,115906 -rpg,135147,2018-11-08 23:45:00,15.451,0.718136741108942,1850,65265 -academia,119396,2018-11-08 23:45:00,15.129,0.675510119695094,26346,39532 -salesforce,238786,2018-11-08 23:45:00,15.118,0.341851539351411,233,46708 -physics,439511,2018-11-08 23:45:00,15.070,0.600782959115698,6726,102997 -biology,78792,2018-11-08 23:45:00,15.032,0.38571151857222,6029,31022 -workplace,122320,2018-11-08 23:45:00,14.857,1.6163151124472,1100,43644 -graphicdesign,116862,2018-11-08 23:45:00,14.651,0.376157389606934,4940,65959 -skeptics,42692,2018-11-08 23:45:00,14.379,0.458887394531529,24087,11354 -german,47857,2018-11-08 23:45:00,14.253,0.374138384105758,1713,13668 -math,2988348,2018-11-08 23:45:00,14.025,0.663057093544425,3080,368175 -gis,301903,2018-11-08 23:45:00,13.784,0.309294249889372,18,63075 -askubuntu,1091235,2018-11-08 23:45:00,13.566,0.39068747354447,62,538353 -politics,35199,2018-11-08 23:45:00,13.547,0.546953133405022,3867,15048 -ell,185030,2018-11-08 23:45:00,13.433,0.692072744230843,358,134802 -worldbuilding,129336,2018-11-08 23:45:00,13.191,0.669317989171688,9578,16364 -english,472009,2018-11-08 23:45:00,12.998,0.507582106897632,826,471776 -stackoverflow,53214900,2018-11-08 23:45:00,12.697,1.17206242063341,47,9837321 -bicycles,57914,2018-11-08 23:45:00,12.604,0.319464292419719,6643,17456 -physics,439604,2018-11-08 23:45:00,12.521,0.534024605784247,3422,102997 -mathoverflow,314613,2018-11-08 23:45:00,12.498,0.316680550216508,2026,18246 -puzzling,74860,2018-11-08 23:45:00,12.329,0.636971472885596,800,13375 +site,question,timestamp,hotness,calculated_hotness,calculated_traffic_factor,views,traffic +history,49243,2018-11-08 23:45:00,161.908,4.49861102725452,35.9906644560047,5873,12954 +codegolf,175485,2018-11-08 23:45:00,122.779,3.65374374432519,33.6036155219408,1479,5854 +security,197236,2018-11-08 23:45:00,118.193,3.28040308536082,36.0300234222587,3394,65844 +workplace,122351,2018-11-08 23:45:00,95.202,2.89352910093873,32.9016908691584,2304,43644 +writing,39988,2018-11-08 23:45:00,94.765,2.62750732565308,36.0665026790917,2106,10607 +worldbuilding,129621,2018-11-08 23:45:00,87.784,2.11622381503254,41.4814347029027,604,16364 +space,31898,2018-11-08 23:45:00,79.908,2.21347586827745,36.1006872246524,2418,8506 +math,2990086,2018-11-08 23:45:00,77.972,2.20902205436392,35.2970672456468,724,368175 +rpg,135174,2018-11-08 23:45:00,72.919,2.02059016296967,36.0879713938776,2021,65265 +security,197250,2018-11-08 23:45:00,68.433,2.53547851559996,26.9901715115921,1851,65844 +puzzling,74890,2018-11-08 23:45:00,61.784,1.48135667052278,41.7077137663248,508,13375 +worldbuilding,129519,2018-11-08 23:45:00,58.714,1.94243637166673,30.2269875381399,4755,16364 +superuser,1373841,2018-11-08 23:45:00,56.894,1.70925769675705,33.285794241526,401,668110 +rpg,135182,2018-11-08 23:45:00,54.244,1.93697500333388,28.0044914914423,930,65265 +parenting,35218,2018-11-08 23:45:00,54.006,1.37044798383585,39.4075518640544,29350,17096 +ell,184991,2018-11-08 23:45:00,52.679,1.51517046835114,34.7677050868917,4007,134802 +tex,458975,2018-11-08 23:45:00,52.169,1.44228332322318,36.1711178102053,327,115906 +scifi,198138,2018-11-08 23:45:00,47.946,1.29082766942969,37.143610363716,3077,74500 +academia,119774,2018-11-08 23:45:00,45.784,1.09066919697831,41.9778977226497,125,39532 +workplace,122337,2018-11-08 23:45:00,43.022,1.54250677934032,27.8909633177749,3122,43644 +codereview,207240,2018-11-08 23:45:00,42.523,1.23316330560534,34.4828619264877,181,88002 +judaism,96770,2018-11-08 23:45:00,40.451,0.960440039130155,42.1171529215248,104,4672 +writing,39965,2018-11-08 23:45:00,39.442,1.29123501660687,30.5459498021098,3496,10607 +stackoverflow,53215736,2018-11-08 23:45:00,39.400,1.88832278879827,20.8650767939279,78,9837321 +electronics,405687,2018-11-08 23:45:00,39.050,1.07488936049444,36.3293204260923,994,116661 +ell,185051,2018-11-08 23:45:00,37.868,1.13950513117137,33.2319697069491,297,134802 +boardgames,43952,2018-11-08 23:45:00,37.190,1.0757382027621,34.5716085052196,359,14154 +skeptics,42731,2018-11-08 23:45:00,36.479,1.00323006979481,36.3615496567611,2261,11354 +worldbuilding,129626,2018-11-08 23:45:00,35.348,1.23717699955749,28.5714978638006,230,16364 +rpg,135198,2018-11-08 23:45:00,34.438,1.20461971009545,28.5882753796809,421,65265 +music,76305,2018-11-08 23:45:00,33.784,0.797653591819959,42.3542253761022,579,29062 +physics,439746,2018-11-08 23:45:00,33.118,0.781374947088939,42.384261388701,168,102997 +writing,39983,2018-11-08 23:45:00,32.973,1.31236510000252,25.1248680721064,2797,10607 +academia,119646,2018-11-08 23:45:00,32.648,1.054004669012,30.9751948543106,7026,39532 +english,472044,2018-11-08 23:45:00,32.419,0.891846692621097,36.3504179229751,862,471776 +aviation,56891,2018-11-08 23:45:00,31.828,0.944161394399135,33.7103382841186,573,29518 +codegolf,175516,2018-11-08 23:45:00,30.494,1.0589650736723,28.7960394144561,624,5854 +puzzling,74862,2018-11-08 23:45:00,29.588,1.02711650002802,28.8068588122114,610,13375 +workplace,122241,2018-11-08 23:45:00,29.529,1.11603984831684,26.4587326738684,14277,43644 +unix,480520,2018-11-08 23:45:00,28.946,0.77630195504163,37.2870373596415,325,349353 +codereview,207171,2018-11-08 23:45:00,28.689,0.9474332506701,30.2807611826046,2432,88002 +politics,35176,2018-11-08 23:45:00,28.561,0.740643496039403,38.562412486885,6508,15048 +law,33212,2018-11-08 23:45:00,27.619,0.702898370220731,39.2930203997013,22494,8675 +askubuntu,1091069,2018-11-08 23:45:00,27.578,0.745661988637793,36.9845860728138,1356,538353 +worldbuilding,129614,2018-11-08 23:45:00,27.363,1.3348488679436,20.4989498490222,548,16364 +travel,125296,2018-11-08 23:45:00,26.276,0.676731240589597,38.8278217762006,6407,58416 +security,197169,2018-11-08 23:45:00,25.788,0.97385395797441,26.4803565142748,9018,65844 +workplace,122361,2018-11-08 23:45:00,25.693,1.04753078844111,24.527202716624,728,43644 +academia,119577,2018-11-08 23:45:00,25.451,0.964958509882148,26.375227265583,23038,39532 +stackoverflow,53211917,2018-11-08 23:45:00,25.324,1.85761621355017,13.6325252844355,467,9837321 +worldbuilding,129489,2018-11-08 23:45:00,25.187,1.15625,21.7833513513513,4216,16364 +retrocomputing,8208,2018-11-08 23:45:00,24.595,0.759463199185152,32.3847159762166,1175,2040 +chess,22824,2018-11-08 23:45:00,24.217,0.682845107641099,35.4648510020934,1032,3358 +english,471888,2018-11-08 23:45:00,24.215,0.816070268977754,29.6726898657058,4676,471776 +japanese,62727,2018-11-08 23:45:00,23.784,0.553473920854665,42.9722144148601,77,10911 +puzzling,74868,2018-11-08 23:45:00,23.739,0.987357115102669,24.0429725343414,420,13375 +aviation,56876,2018-11-08 23:45:00,23.544,0.865927066444712,27.1893568319397,4510,29518 +outdoors,20940,2018-11-08 23:45:00,23.435,0.595097262851153,39.3801172731349,11472,9333 +rpg,135171,2018-11-08 23:45:00,23.097,1.03816529062925,22.2479023412549,1024,65265 +scifi,198094,2018-11-08 23:45:00,21.913,0.711232386157055,30.8099018358834,8069,74500 +math,2988516,2018-11-08 23:45:00,21.538,0.911450813924459,23.630457805247,1992,368175 +worldbuilding,129536,2018-11-08 23:45:00,20.318,1.00444319354376,20.2281225365432,2518,16364 +physics,439450,2018-11-08 23:45:00,20.186,0.660263581740553,30.5726388040163,5534,102997 +unix,480656,2018-11-08 23:45:00,19.905,0.618588499778744,32.1780957892357,66,349353 +puzzling,74866,2018-11-08 23:45:00,19.564,1.0150400248719,19.2741168038856,844,13375 +photo,102652,2018-11-08 23:45:00,19.387,0.515919865606154,37.5775411889252,5967,26574 +mathematica,185618,2018-11-08 23:45:00,19.028,0.553473920854665,34.3792169477783,95,12408 +space,31856,2018-11-08 23:45:00,18.841,0.627039450040768,30.0475512326617,4167,8506 +matheducators,14751,2018-11-08 23:45:00,18.768,0.489573248777227,38.3354279403042,2478,1022 +electronics,405520,2018-11-08 23:45:00,17.868,0.603682858204162,29.5983226244883,4388,116661 +reverseengineering,19848,2018-11-08 23:45:00,17.077,0.454551140505342,37.5689300460557,1241,5545 +academia,119614,2018-11-08 23:45:00,17.046,0.710240395442039,24.000324551226,9318,39532 +stats,376020,2018-11-08 23:45:00,17.020,0.56410661852159,30.1716013270789,179,135032 +softwareengineering,381047,2018-11-08 23:45:00,16.484,0.420433724171498,39.2071307611757,13204,77307 +travel,125356,2018-11-08 23:45:00,16.321,0.561329211605516,29.0756291719054,1494,58416 +politics,35240,2018-11-08 23:45:00,16.207,0.472080697199567,34.3309948831665,147,15048 +puzzling,74851,2018-11-08 23:45:00,16.110,0.777550160029687,20.7189205637678,1070,13375 +ell,184925,2018-11-08 23:45:00,16.082,0.625,25.7312,3474,134802 +tex,458913,2018-11-08 23:45:00,15.972,0.575764777973433,27.7404950963099,378,115906 +rpg,135147,2018-11-08 23:45:00,15.451,0.718136741108942,21.5154010587742,1850,65265 +academia,119396,2018-11-08 23:45:00,15.129,0.675510119695094,22.3964076316559,26346,39532 +salesforce,238786,2018-11-08 23:45:00,15.118,0.341851539351411,44.2238757464223,233,46708 +physics,439511,2018-11-08 23:45:00,15.070,0.600782959115698,25.0839338422344,6726,102997 +biology,78792,2018-11-08 23:45:00,15.032,0.38571151857222,38.9721314407297,6029,31022 +workplace,122320,2018-11-08 23:45:00,14.857,0.72734180060124,20.4264349824509,1100,43644 +graphicdesign,116862,2018-11-08 23:45:00,14.651,0.376157389606934,38.9491218431455,4940,65959 +skeptics,42692,2018-11-08 23:45:00,14.379,0.458887394531529,31.3344846063581,24087,11354 +german,47857,2018-11-08 23:45:00,14.253,0.374138384105758,38.0955299041734,1713,13668 +math,2988348,2018-11-08 23:45:00,14.025,0.663057093544425,21.1520246695925,3080,368175 +gis,301903,2018-11-08 23:45:00,13.784,0.309294249889372,44.5659756200778,18,63075 +askubuntu,1091235,2018-11-08 23:45:00,13.566,0.39068747354447,34.7234066066259,62,538353 +politics,35199,2018-11-08 23:45:00,13.547,0.546953133405022,24.7681184595543,3867,15048 +ell,185030,2018-11-08 23:45:00,13.433,0.692072744230843,19.4098093184253,358,134802 +worldbuilding,129336,2018-11-08 23:45:00,13.191,0.669317989171688,19.7081211224047,9578,16364 +english,472009,2018-11-08 23:45:00,12.998,0.507582106897632,25.6076796706733,826,471776 +stackoverflow,53214900,2018-11-08 23:45:00,12.697,0.937649936506727,13.5413009756109,47,9837321 +bicycles,57914,2018-11-08 23:45:00,12.604,0.319464292419719,39.4535486408622,6643,17456 +physics,439604,2018-11-08 23:45:00,12.521,0.534024605784247,23.4464851701209,3422,102997 +mathoverflow,314613,2018-11-08 23:45:00,12.498,0.316680550216508,39.4656381374081,2026,18246 +puzzling,74860,2018-11-08 23:45:00,12.329,0.636971472885596,19.355654883801,800,13375 diff --git a/hnq-research/hotness-calculation-20181108-2345.sql b/hnq-research/hotness-calculation-20181108-2345.sql index 6c89f4f..1e8b831 100644 --- a/hnq-research/hotness-calculation-20181108-2345.sql +++ b/hnq-research/hotness-calculation-20181108-2345.sql @@ -1,21 +1,22 @@ SELECT q.site, q.question, q.timestamp, q.hotness, (LEAST(COUNT(a.*), 10) * (q.up_votes - q.down_votes) / 5.0 + SUM(a.up_votes - a.down_votes)) / (GREATEST(DATE_PART('day', q.timestamp - qq.createddate) * 24 + - DATE_PART('hour', q.timestamp - qq.createddate) + 1, 6) ^ 1.4) AS calculated_hotness, - q.hotness / - ((LEAST(COUNT(a.*), 10) * (q.up_votes - q.down_votes) / 5.0 + SUM(a.up_votes - a.down_votes)) / - (GREATEST(DATE_PART('day', q.timestamp - qq.createddate) * 24 + - DATE_PART('hour', q.timestamp - qq.createddate) + 1, 6) ^ 1.4)) AS calculated_traffic_factor, - - s.visits AS traffic, q.views + DATE_PART('hour', q.timestamp - qq.createddate) + 1, 6) ^ 1.4) * + CASE q.site WHEN 'workplace' THEN 0.45 WHEN 'softwareengineering' THEN 0.45 WHEN 'stackoverflow' THEN 0.8 ELSE 1 END + AS calculated_hotness, + q.hotness / ( + (LEAST(COUNT(a.*), 10) * (q.up_votes - q.down_votes) / 5.0 + SUM(a.up_votes - a.down_votes)) / + (GREATEST(DATE_PART('day', q.timestamp - qq.createddate) * 24 + + DATE_PART('hour', q.timestamp - qq.createddate) + 1, 6) ^ 1.4) * + CASE q.site WHEN 'workplace' THEN 0.45 WHEN 'softwareengineering' THEN 0.45 WHEN 'stackoverflow' THEN 0.8 ELSE 1 END) + AS calculated_traffic_factor, + q.views, s.visits AS traffic FROM snapshots AS q INNER JOIN questions AS qq ON q.site = qq.site AND q.question = qq.id INNER JOIN sites AS s ON q.site = s.name INNER JOIN snapshots_answers AS a ON q.site = a.site AND q.question = a.question AND q.timestamp = a.timestamp - WHERE --q.timestamp = '2018-11-08 23:45' - q.site = 'history' AND q.question = 49243 + WHERE q.timestamp = '2018-11-08 23:45' GROUP BY q.site, q.question, q.timestamp, qq.createddate, s.visits - ORDER BY --q.hotness DESC - q.timestamp DESC \ No newline at end of file + ORDER BY q.hotness DESC \ No newline at end of file