{"id":840,"date":"2014-09-05T08:25:37","date_gmt":"2014-09-05T15:25:37","guid":{"rendered":"http:\/\/gamesetmap.com\/?p=840"},"modified":"2015-04-16T23:33:43","modified_gmt":"2015-04-17T06:33:43","slug":"mining-hawk-eye-data-its-time-to-show-tennis-what-theyre-missing-out-on","status":"publish","type":"post","link":"http:\/\/gamesetmap.com\/?p=840","title":{"rendered":"Mining Hawk-Eye data. It&#8217;s time to show the tennis world what they&#8217;re missing out on."},"content":{"rendered":"<p>It&#8217;s been a little quiet around here recently, so I wanted to update you all on what&#8217;s been happening at Gamesetmap. The good news is there has been plenty of great work going on.<\/p>\n<p>As many of you know I have been chasing down access to Hawk-Eye data for over 18 months now. One of my earliest posts on Gamesetmap outlined the challenges of getting access to the data. You can check out my post titled <a href=\"http:\/\/gamesetmap.com\/?p=74\">&#8220;Unlocking Hawk-Eye data: What it means for tennis, the ATP, WTA and ITF&#8221;<\/a>.<\/p>\n<p>Today, I&#8217;m please to announce that I now have access to a select number of matches, with the opportunity to purchase further matches in future. This is an enormous breakthrough for tennis, and for Gamesetmap!<\/p>\n<p><a href=\"http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/09\/Hawk-Eye_DataDump.jpg\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-841\" alt=\"Hawk-Eye tennis data\" src=\"http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/09\/Hawk-Eye_DataDump.jpg\" width=\"1562\" height=\"673\" srcset=\"http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/09\/Hawk-Eye_DataDump.jpg 1562w, http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/09\/Hawk-Eye_DataDump-300x129.jpg 300w, http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/09\/Hawk-Eye_DataDump-1024x441.jpg 1024w, http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/09\/Hawk-Eye_DataDump-500x215.jpg 500w\" sizes=\"(max-width: 1562px) 100vw, 1562px\" \/><\/a><em>Let the Hawk-Eye data mining journey begin. A screen dump of the raw ball trajectory data from Hawk-Eye.<\/em><\/p>\n<p>Generating the ball trajectory from the raw Hawk-Eye data was made possible with the help of <a href=\"https:\/\/twitter.com\/RankingSw\">Darren\u00a0O&#8217;Shaughnessy<\/a>. Darren runs a small consulting company in sports analytics and informatics called <a href=\"http:\/\/www.rankingsoftware.com\/\">Ranking Software<\/a>.<\/p>\n<p>Late last year I created a 3D Diorama using Hawk-Eye player tracking data from the same matches (see below):<\/p>\n<p><a href=\"http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/02\/Diorama.gif\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-729\" alt=\"A Diorama of Player Movement in Sport\" src=\"http:\/\/gamesetmap.com\/wp-content\/upLoads\/2014\/02\/Diorama.gif\" width=\"1228\" height=\"734\" \/><\/a><\/p>\n<p>The two datasets (player tracking and ball trajectory) provide an insight into tennis matches that has rarely be seen before.<\/p>\n<p>Stay tuned over the next few months as I dig through these fabulous datasets to uncover the spatial patterns that exist in tennis.<\/p>\n<p><em>Visualisations created using 3D\u00a0<a href=\"http:\/\/www.esri.com\/\">ArcGIS<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>It&#8217;s been a little quiet around here recently, so I wanted to update you all on what&#8217;s been happening at Gamesetmap. The good news is there has been plenty of great work going on. As many of you know I &hellip; <a href=\"http:\/\/gamesetmap.com\/?p=840\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[62,75,4,76,5],"_links":{"self":[{"href":"http:\/\/gamesetmap.com\/index.php?rest_route=\/wp\/v2\/posts\/840"}],"collection":[{"href":"http:\/\/gamesetmap.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/gamesetmap.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/gamesetmap.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/gamesetmap.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=840"}],"version-history":[{"count":21,"href":"http:\/\/gamesetmap.com\/index.php?rest_route=\/wp\/v2\/posts\/840\/revisions"}],"predecessor-version":[{"id":1140,"href":"http:\/\/gamesetmap.com\/index.php?rest_route=\/wp\/v2\/posts\/840\/revisions\/1140"}],"wp:attachment":[{"href":"http:\/\/gamesetmap.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=840"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/gamesetmap.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=840"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/gamesetmap.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=840"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}