{"id":41,"date":"2011-01-05T14:16:38","date_gmt":"2011-01-05T20:16:38","guid":{"rendered":"http:\/\/godismyjudgeok.com\/DStats\/?p=41"},"modified":"2013-10-11T09:30:57","modified_gmt":"2013-10-11T14:30:57","slug":"nba-adjusted-efficiencies-1-4-2011","status":"publish","type":"post","link":"http:\/\/godismyjudgeok.com\/DStats\/2011\/nba-adjusted-efficiencies\/nba-adjusted-efficiencies-1-4-2011\/","title":{"rendered":"NBA Adjusted Efficiencies 1-4-2011"},"content":{"rendered":"<p>Hi, I&#8217;m Daniel (known as DSMok1 elsewhere), and this will be my first attempt at some fancy Google Visualizations.\u00a0 On my fancy new website.<\/p>\n<p>This viz plots the <strong>5-game TRAILING moving averages<\/strong> for each team in the NBA up through January 4th.  It&#8217;s a bunch of data; we&#8217;ll see if the Google API can handle it.  Here we go:<\/p>\n<div id=\"chart_div\" style=\"width: 575px; height: 500px;\"><\/div>\n<p>Notes: Efficiencies were adjusted for:<\/p>\n<ul>\n<li>Opponent (recursively)<\/li>\n<li>Game location<\/li>\n<li>Rest days of each team<\/li>\n<\/ul>\n<p>Here&#8217;s an example of some of the data&#8211;this is what Miami&#8217;s season has looked like:<br \/>\n\n<table id=\"tablepress-2\" class=\"tablepress tablepress-id-2\">\n<thead>\n<tr class=\"row-1 odd\">\n\t<th class=\"column-1\">Game<\/th><th class=\"column-2\">Adjusted OE<\/th><th class=\"column-3\">Adjusted DE<\/th><th class=\"column-4\">Adjusted Margin<\/th><th class=\"column-5\">Result<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr class=\"row-2 even\">\n\t<td class=\"column-1\">10\/26\/10 @ BOS<\/td><td class=\"column-2\">-5.6<\/td><td class=\"column-3\">-8.5<\/td><td class=\"column-4\">2.9<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-3 odd\">\n\t<td class=\"column-1\">10\/27\/10 @ PHI<\/td><td class=\"column-2\">1.4<\/td><td class=\"column-3\">-10.3<\/td><td class=\"column-4\">11.7<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-4 even\">\n\t<td class=\"column-1\">10\/29\/10 vs. ORL<\/td><td class=\"column-2\">2.7<\/td><td class=\"column-3\">-27.5<\/td><td class=\"column-4\">30.2<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-5 odd\">\n\t<td class=\"column-1\">10\/31\/10 @ NJN<\/td><td class=\"column-2\">12.0<\/td><td class=\"column-3\">-12.4<\/td><td class=\"column-4\">24.4<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\">11\/02\/10 vs. MIN<\/td><td class=\"column-2\">15.7<\/td><td class=\"column-3\">-7.1<\/td><td class=\"column-4\">22.8<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\">11\/05\/10 @ NOH<\/td><td class=\"column-2\">3.4<\/td><td class=\"column-3\">-0.3<\/td><td class=\"column-4\">3.7<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-8 even\">\n\t<td class=\"column-1\">11\/06\/10 vs. NJN<\/td><td class=\"column-2\">-2.0<\/td><td class=\"column-3\">-5.4<\/td><td class=\"column-4\">3.4<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-9 odd\">\n\t<td class=\"column-1\">11\/09\/10 vs. UTA<\/td><td class=\"column-2\">2.6<\/td><td class=\"column-3\">3.8<\/td><td class=\"column-4\">-1.1<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-10 even\">\n\t<td class=\"column-1\">11\/11\/10 vs. BOS<\/td><td class=\"column-2\">17.3<\/td><td class=\"column-3\">18.8<\/td><td class=\"column-4\">-1.5<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-11 odd\">\n\t<td class=\"column-1\">11\/13\/10 vs. TOR<\/td><td class=\"column-2\">5.4<\/td><td class=\"column-3\">7.7<\/td><td class=\"column-4\">-2.2<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-12 even\">\n\t<td class=\"column-1\">11\/17\/10 vs. PHO<\/td><td class=\"column-2\">11.7<\/td><td class=\"column-3\">-11.0<\/td><td class=\"column-4\">22.7<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-13 odd\">\n\t<td class=\"column-1\">11\/19\/10 vs. CHA<\/td><td class=\"column-2\">-6.1<\/td><td class=\"column-3\">-4.3<\/td><td class=\"column-4\">-1.8<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-14 even\">\n\t<td class=\"column-1\">11\/20\/10 @ MEM<\/td><td class=\"column-2\">8.7<\/td><td class=\"column-3\">5.8<\/td><td class=\"column-4\">2.8<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-15 odd\">\n\t<td class=\"column-1\">11\/22\/10 vs. IND<\/td><td class=\"column-2\">-21.4<\/td><td class=\"column-3\">-1.7<\/td><td class=\"column-4\">-19.6<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-16 even\">\n\t<td class=\"column-1\">11\/24\/10 @ ORL<\/td><td class=\"column-2\">6.4<\/td><td class=\"column-3\">9.0<\/td><td class=\"column-4\">-2.6<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-17 odd\">\n\t<td class=\"column-1\">11\/26\/10 vs. PHI<\/td><td class=\"column-2\">7.8<\/td><td class=\"column-3\">2.7<\/td><td class=\"column-4\">5.1<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-18 even\">\n\t<td class=\"column-1\">11\/27\/10 @ DAL<\/td><td class=\"column-2\">-1.6<\/td><td class=\"column-3\">3.1<\/td><td class=\"column-4\">-4.7<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-19 odd\">\n\t<td class=\"column-1\">11\/29\/10 vs. WAS<\/td><td class=\"column-2\">0.6<\/td><td class=\"column-3\">-3.8<\/td><td class=\"column-4\">4.4<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-20 even\">\n\t<td class=\"column-1\">12\/01\/10 vs. DET<\/td><td class=\"column-2\">-0.8<\/td><td class=\"column-3\">-17.4<\/td><td class=\"column-4\">16.5<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-21 odd\">\n\t<td class=\"column-1\">12\/02\/10 @ CLE<\/td><td class=\"column-2\">21.8<\/td><td class=\"column-3\">-6.9<\/td><td class=\"column-4\">28.6<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-22 even\">\n\t<td class=\"column-1\">12\/04\/10 vs. ATL<\/td><td class=\"column-2\">-4.4<\/td><td class=\"column-3\">-15.9<\/td><td class=\"column-4\">11.6<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-23 odd\">\n\t<td class=\"column-1\">12\/06\/10 @ MIL<\/td><td class=\"column-2\">3.2<\/td><td class=\"column-3\">-9.3<\/td><td class=\"column-4\">12.5<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-24 even\">\n\t<td class=\"column-1\">12\/08\/10 @ UTA<\/td><td class=\"column-2\">21.8<\/td><td class=\"column-3\">-0.2<\/td><td class=\"column-4\">22.0<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-25 odd\">\n\t<td class=\"column-1\">12\/10\/10 @ GSW<\/td><td class=\"column-2\">10.7<\/td><td class=\"column-3\">-11.6<\/td><td class=\"column-4\">22.3<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-26 even\">\n\t<td class=\"column-1\">12\/11\/10 @ SAC<\/td><td class=\"column-2\">3.7<\/td><td class=\"column-3\">-15.2<\/td><td class=\"column-4\">18.9<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-27 odd\">\n\t<td class=\"column-1\">12\/13\/10 vs. NOH<\/td><td class=\"column-2\">10.7<\/td><td class=\"column-3\">-1.8<\/td><td class=\"column-4\">12.5<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-28 even\">\n\t<td class=\"column-1\">12\/15\/10 vs. CLE<\/td><td class=\"column-2\">-1.0<\/td><td class=\"column-3\">6.4<\/td><td class=\"column-4\">-7.3<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-29 odd\">\n\t<td class=\"column-1\">12\/17\/10 @ NYK<\/td><td class=\"column-2\">9.8<\/td><td class=\"column-3\">-17.7<\/td><td class=\"column-4\">27.5<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-30 even\">\n\t<td class=\"column-1\">12\/18\/10 @ WAS<\/td><td class=\"column-2\">-5.4<\/td><td class=\"column-3\">-7.1<\/td><td class=\"column-4\">1.7<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-31 odd\">\n\t<td class=\"column-1\">12\/20\/10 vs. DAL<\/td><td class=\"column-2\">3.5<\/td><td class=\"column-3\">2.2<\/td><td class=\"column-4\">1.3<\/td><td class=\"column-5\">L<\/td>\n<\/tr>\n<tr class=\"row-32 even\">\n\t<td class=\"column-1\">12\/23\/10 @ PHO<\/td><td class=\"column-2\">-7.6<\/td><td class=\"column-3\">-23.0<\/td><td class=\"column-4\">15.4<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-33 odd\">\n\t<td class=\"column-1\">12\/25\/10 @ LAL<\/td><td class=\"column-2\">5.3<\/td><td class=\"column-3\">-20.1<\/td><td class=\"column-4\">25.4<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-34 even\">\n\t<td class=\"column-1\">12\/28\/10 vs. NYK<\/td><td class=\"column-2\">5.6<\/td><td class=\"column-3\">-1.7<\/td><td class=\"column-4\">7.2<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-35 odd\">\n\t<td class=\"column-1\">12\/29\/10 @ HOU<\/td><td class=\"column-2\">19.8<\/td><td class=\"column-3\">6.8<\/td><td class=\"column-4\">13.0<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-36 even\">\n\t<td class=\"column-1\">01\/01\/11 vs. GSW<\/td><td class=\"column-2\">5.0<\/td><td class=\"column-3\">6.4<\/td><td class=\"column-4\">-1.5<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-37 odd\">\n\t<td class=\"column-1\">01\/03\/11 @ CHA<\/td><td class=\"column-2\">4.9<\/td><td class=\"column-3\">-8.0<\/td><td class=\"column-4\">12.9<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<tr class=\"row-38 even\">\n\t<td class=\"column-1\">01\/04\/11 vs. MIL<\/td><td class=\"column-2\">11.1<\/td><td class=\"column-3\">0.6<\/td><td class=\"column-4\">10.5<\/td><td class=\"column-5\">W<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-2 from cache --><br \/>\n<em><strong>(For offense, positive is good.  For defense, negative is good.)<\/strong><\/em><\/p>\n<p>Again, all of those numbers are adjusted for opponent, location, etc.<\/p>\n<p>Another way to look at this is through a chart.\u00a0 This chart does not show offense and defense, but it does show margin and the result.<\/p>\n<div id=\"attachment_51\" style=\"width: 449px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/godismyjudgeok.com\/DStats\/wp-content\/uploads\/2011\/01\/Team-Chart-MIA-1.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-51\" class=\"size-full wp-image-51\" title=\"Team Chart MIA 1\" src=\"http:\/\/godismyjudgeok.com\/DStats\/wp-content\/uploads\/2011\/01\/Team-Chart-MIA-1.png\" alt=\"Team Chart MIA 1\" width=\"439\" height=\"717\" srcset=\"http:\/\/godismyjudgeok.com\/DStats\/wp-content\/uploads\/2011\/01\/Team-Chart-MIA-1.png 439w, http:\/\/godismyjudgeok.com\/DStats\/wp-content\/uploads\/2011\/01\/Team-Chart-MIA-1-91x150.png 91w, http:\/\/godismyjudgeok.com\/DStats\/wp-content\/uploads\/2011\/01\/Team-Chart-MIA-1-183x300.png 183w\" sizes=\"(max-width: 439px) 100vw, 439px\" \/><\/a><p id=\"caption-attachment-51\" class=\"wp-caption-text\">Miami&#39;s performance through the season<\/p><\/div>\n<p>Sometimes you play good and lose (say, if you&#8217;re on the road vs. a good team on the second night of a back-to-back), and sometimes you play bad and win.\u00a0 Like <a href=\"http:\/\/www.basketball-reference.com\/boxscores\/201012150MIA.html\">against Cleveland at home with advantageous rest<\/a>.<\/p>\n<p>For more on how I adjusted efficiencies, look at the rest-days analysis I <a href=\"http:\/\/godismyjudgeok.com\/DStats\/APBRmetrics_Old\/viewtopic.php@t=2661.html\">conducted at the APBRMetrics forum<\/a>.<\/p>\n<p>P.S. Welcome to my new stats blog!\u00a0 I will probably not post often (how&#8217;s that to inspire confidence!).\u00a0 Primarily I&#8217;m putting this together because I <a href=\"https:\/\/www.google.com\/search?q=DSMok1&amp;safe=active\">post so much stuff elsewhere<\/a> and wanted a personal repository for my work (who knows when some of the forums may crash?).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hi, I\u2019m Daniel (known as DSMok1 elsewhere), and this will be my first attempt at some fancy Google Visualizations.  On my fancy new website. <\/p>\n<p>This viz plots the 5-game TRAILING moving averages for each team in the NBA up through January 4th. It\u2019s a bunch of data; we\u2019ll see if the Google API can handle it.<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[11,10,12],"tags":[57,54,22,24],"_links":{"self":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts\/41"}],"collection":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/comments?post=41"}],"version-history":[{"count":18,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts\/41\/revisions"}],"predecessor-version":[{"id":992,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts\/41\/revisions\/992"}],"wp:attachment":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/media?parent=41"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/categories?post=41"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/tags?post=41"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}