{"id":2670,"date":"2015-06-11T01:38:17","date_gmt":"2015-06-11T05:38:17","guid":{"rendered":"https:\/\/stockx.com\/sneaker-blog\/?p=2670"},"modified":"2015-12-17T13:09:51","modified_gmt":"2015-12-17T18:09:51","slug":"nba-sneakerheads-sole-collector-rankings-vs-campless-data","status":"publish","type":"post","link":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/","title":{"rendered":"NBA Sneakerheads:  Sole Collector Rankings vs. Campless Data"},"content":{"rendered":"<p>Our last few posts have been pretty deep . . . quantifying <a href=\"https:\/\/stockx.com\/sneaker-blog\/2015\/05\/07\/instagram-resell-market-is-about-120-million-or-not\/\" target=\"_blank\">the Instagram resell market<\/a>, introducing <a href=\"https:\/\/stockx.com\/sneaker-blog\/2015\/04\/29\/the-hypebeast-hierarchy\/\" target=\"_blank\">the Hypebeast Hierarchy<\/a>, explaining <a href=\"https:\/\/stockx.com\/sneaker-blog\/2015\/04\/09\/ebay-sneaker-sales-have-declined-for-three-consecutive-months\/\" target=\"_blank\">eBay sales decline<\/a> . . . it felt like time for something lighter.\u00a0 And, it doesn&#8217;t get any lighter than Swaggy P . . .<\/p>\n<p><strong>Obvious statement of the year:<\/strong>\u00a0 Many NBA players are sneakerheads; many rock heat on the court.<\/p>\n<p>Sneaker blogs track what players are wearing what kicks like <a href=\"https:\/\/var\/app\/current\/news-tmp-0801.youtube.com\/watch?v=7XdFj6N78vI\" target=\"_blank\">The Fun Police<\/a> tracks kids who haven&#8217;t learned how to pass. (&#8220;Man, you ain&#8217;t even lettin&#8217; <em>the ground<\/em> touch the ball!&#8221;).<\/p>\n<p>Nice Kicks was perhaps the first with <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.nicekicks.com\/tag\/kicks-on-court\/\" target=\"_blank\">Kicks on Court<\/a>.\u00a0 Sole Collector has recently gotten in on the action with <a href=\"http:\/\/solecollector.com\/focus\/sole-watch\/\" target=\"_blank\">#SoleWatch<\/a>.\u00a0 Both sites have developed a ranking system which, as far as we can tell, is not scientifically based.\u00a0 While we certainly respect the editorial opinions of the writers at Nice Kicks and Sole Collector, whenever we see <span style=\"text-decoration: underline;\">any<\/span> subjective analysis we are reminded of the famous John F. Kennedy quote, &#8220;Ask not what you can do for your rankings, but what your data can do for rankings.&#8221;\u00a0 Pretty sure that&#8217;s how it goes . . . yup.<\/p>\n<p><!--more--><\/p>\n<p>So when we saw <a href=\"http:\/\/solecollector.com\/news\/sole-watch-end-of-the-season-power-rankings\/\" target=\"_blank\">#SoleWatch Power Rankings: The Best of the Season<\/a> back in April, we immediately starting working on this post, eager to see how the quantitative would compare to the qualitative.\u00a0 (Interesting side note, &#8220;quantity vs. quality&#8221; is also the topic of every conversation between Nick Young and his shooting coach.)<\/p>\n<p><strong><span style=\"text-decoration: underline;\">Methodology<\/span>:<\/strong><\/p>\n<p>The Sole Collector article lists all sneakers worn by each each player during the season.\u00a0 Unfortunately, we don&#8217;t have data on every pair, so our rankings are only based on the <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/\" target=\"_blank\">1508 sneakers<\/a> currently on our site.\u00a0 This led to removing LeBron, Westbrook, Kyrie and Steph from the analysis altogether, as their rotations were heavy on Player Exclusives, which we don&#8217;t track.\u00a0 Plus, while having a signature shoe is powerful in its own right, it doesn&#8217;t quite equate to legitimate on-court sneakerhead status. \u00a0Case in point:\u00a0 there&#8217;s more blog hype when LeBron is <a href=\"http:\/\/solecollector.com\/news\/lebron-james-wears-unexpected-nike-air-max-95-in-new-york\/\" target=\"_blank\">spotted wearing Air Max 95s<\/a>\u00a0off court than most of his in-game footwear.<\/p>\n<p>Here is the complete and culled list of players and sneakers included in this analysis:<\/p>\n<p><a href=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/SoleWatch-Sneaker-List.jpg\"><img decoding=\"async\" title=\"StockX Image\" loading=\"lazy\" class=\"alignnone size-full wp-image-2690\" src=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/SoleWatch-Sneaker-List.jpg\" alt=\"SoleWatch Sneaker List\" width=\"960\" height=\"720\" srcset=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/SoleWatch-Sneaker-List.jpg 960w, https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/SoleWatch-Sneaker-List-300x225.jpg 300w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/a><\/p>\n<p>Using the sneakers in the shaded area of the above chart, we calculated a weighted average Campless Score and Average Deadstock Price for each player, and ranked them accordingly. (For a detailed explanation of these data points, see the <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/data\" target=\"_blank\">Data page<\/a>.)<\/p>\n<p>The result:<\/p>\n<table class=\" aligncenter\" width=\"337\">\n<tbody>\n<tr>\n<td width=\"146\"><strong><span style=\"text-decoration: underline;\">Campless Score:<\/span><\/strong><\/td>\n<td width=\"191\"><strong><span style=\"text-decoration: underline;\">Avg. DS Price:<\/span><\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"146\">1. P.J. Tucker<\/td>\n<td width=\"191\">1. P.J. Tucker<\/td>\n<\/tr>\n<tr>\n<td width=\"146\">2. James Johnson<\/td>\n<td width=\"191\">2. Markeiff Morris<\/td>\n<\/tr>\n<tr>\n<td width=\"146\">3. Marcus Morris<\/td>\n<td width=\"191\">3. Nick Young<\/td>\n<\/tr>\n<tr>\n<td width=\"146\">4. Markeiff Morris<\/td>\n<td width=\"191\">4. James Johnson<\/td>\n<\/tr>\n<tr>\n<td width=\"146\">5. Nick Young<\/td>\n<td width=\"191\">5. Terence Ross<\/td>\n<\/tr>\n<tr>\n<td width=\"146\">6. Terence Ross<\/td>\n<td width=\"191\">6. Marcus Morris<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: left;\"><strong><span style=\"text-decoration: underline;\">Analysis<\/span>:<\/strong><\/p>\n<p style=\"text-align: left;\">The next step is to compare the Campless rankings with the Sole Collector editorial list:<\/p>\n<p style=\"text-align: left;\"><a href=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715.jpg\"><img decoding=\"async\" title=\"StockX Image\" loading=\"lazy\" class=\"aligncenter wp-image-2660 size-full\" src=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715.jpg\" alt=\"Campless v. SC Ranks 060715\" width=\"960\" height=\"720\" srcset=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715.jpg 960w, https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715-300x225.jpg 300w, https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715-768x576.jpg 768w, https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715-840x630.jpg 840w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/a><\/p>\n<p style=\"text-align: left;\">If the Campless and Sole Collector rankings were identical we would see all player heads line up on the &#8220;Equal Ranking Line&#8221; which runs diagonal from the lower left to the upper right of each chart.\u00a0 But as you can see, only two players line up on the Campless Score chart (left), and only one matches for the Average DS Price chart (right).<\/p>\n<p style=\"text-align: left;\">What can we make from the differences?<\/p>\n<p style=\"text-align: left;\"><strong><span style=\"text-decoration: underline;\">Key Insights<\/span><\/strong>:<\/p>\n<ul>\n<li style=\"text-align: left;\">P.J Tucker is the undisputed quantitative and qualitative on-court sneakerhead in the league.\u00a0 He sits on the line as #1 for both charts, by both methodologies. Rocking shoes like the <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/jordan-9-retro-doernbecher-pollito\" target=\"_blank\">Jordan 9 Doernbecher<\/a> and <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/nike-zoom-rookie-galaxy-black-pod\" target=\"_blank\">Zoom Rookie Galaxy<\/a> on court certainly helps explain why.<\/li>\n<li style=\"text-align: left;\">Marcus Morris is the only other player on the line.\u00a0 His Campless Score ranking is the same as his Sole Collector ranking (#3).\u00a0 What does this mean?\u00a0 Nothing, directly, but we should note that Marcus has worn a bunch of Jordan 11s (Bred, Cool Grey, Gamma).\u00a0 Jordan 11s are always relatively high on the overall <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/\" target=\"_blank\">Campless Score rankings<\/a>, but are rarely in the top 50.\u00a0 Landing at #3 makes sense.<\/li>\n<li style=\"text-align: left;\">The biggest differences?\u00a0 Sole Collector ranked James Johnson at #6, but he&#8217;s #2 according to Campless Score.\u00a0 On the other end, SC has Swaggy P at #2, but we got him at #5.\u00a0 Our take?\u00a0 Nick Young\u00a0won the Nice Kicks &#8220;Kicks on Court&#8221; crown last year, and he hangs out with Ickey Woods* or Iggy Pop or someone . . . so that led to an unconscious editorial bias to ranki him higher.<\/li>\n<li style=\"text-align: left;\">*Semi-related side note:\u00a0 <a href=\"https:\/\/var\/app\/current\/news-tmp-0801.youtube.com\/watch?v=QFrsR9NByc4\" target=\"_blank\">Gonna get some cold cuts today!<\/a><\/li>\n<\/ul>\n<p style=\"text-align: left;\">As it invariably happens, once we start down one path of analysis, we see another opportunity &#8211; hey, we&#8217;re data nerds, this is our idea of fun.\u00a0 In this case, after comparing Campless data to SC ranking we thought it would be cool to do a similar comparison using NBA game stats.<\/p>\n<p style=\"text-align: left;\">Do sneakerheads perform better than non-sneakerheads?\u00a0 Do certain shoes lead to better on-court results?<\/p>\n<p style=\"text-align: left;\">Those are some pretty big hypotheses to undertake.\u00a0 Not sure we have enough data to really answer those questions, but as a starting point, we&#8217;ve created two comparisons:\u00a0 1) Campless Sneakerhead Signicance to Player Efficiency Rating (PER); and 2) Average Deadstock Price to Points Per Game (PPG).\u00a0 Our rationale is that Campless Score and PER are both overall barometers, while Price and Points are the most popular single stats.<\/p>\n<p style=\"text-align: left;\"><a href=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-NBA-Stats-0607151.jpg\"><img decoding=\"async\" title=\"StockX Image\" loading=\"lazy\" class=\"alignnone size-full wp-image-2680\" src=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-NBA-Stats-0607151.jpg\" alt=\"Campless v. NBA Stats 060715\" width=\"960\" height=\"720\" srcset=\"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-NBA-Stats-0607151.jpg 960w, https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-NBA-Stats-0607151-300x225.jpg 300w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/a><\/p>\n<p style=\"text-align: left;\">As with the Sole Collector comparison, if the Campless and NBA rankings were identical we would see all player heads line up on the &#8220;Equal Ranking Line&#8221;.\u00a0 In this case we hit 4 of 12&#8230;and batting .333 will get you into Cooperstown, so we&#8217;re not mad about that.<\/p>\n<p style=\"text-align: left;\"><span style=\"text-decoration: underline;\"><strong>Key Insights<\/strong><\/span>:<\/p>\n<ul>\n<li style=\"text-align: left;\">James Johnson has the highest PER and the second most significant sneakers, which include the <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/jordan-10-retro-doernbecher\" target=\"_blank\">Jordan 10 Doernbecher<\/a> and <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/jordan-12-retro-flint-grey\" target=\"_blank\">Jordan 12 Flint Grey<\/a> from 2003.<\/li>\n<li style=\"text-align: left;\">On the other end of the stick, Terrence Ross has the lowest PER and least significant sneakers.\u00a0 Although, to be clear, significance is all relative on this list:\u00a0 Ross rocked <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/jordan-11-retro-legend-blue-2014\" target=\"_blank\">Legend Blue 11s<\/a> and <a href=\"http:\/\/var\/app\/current\/news-tmp-0801.campless.com\/jordan-6-retro-slam-dunk\" target=\"_blank\">Slam Dunk 6s<\/a>, amongst others.<\/li>\n<li style=\"text-align: left;\">At 16 points per game, Markeiff Morris led all sneakerheads by at least 2 points.\u00a0 And at $362 he&#8217;s got the second most expensive kicks, just three bucks shy of P.J. Tucker.<\/li>\n<li style=\"text-align: left;\">P.J. Tucker, our undisputed sneakerhead champ from the previous chart, doesn&#8217;t rank nearly as high according to game stats &#8211; he&#8217;s 5th in both PER and PPG.<\/li>\n<li style=\"text-align: left;\">Tucker is evidence that expensive sneakers don&#8217;t make you play better.\u00a0 Not coincidentally, this is the same rationale my mother used for not buying me Jordans my entire childhood.<\/li>\n<li style=\"text-align: left;\">Guess what, Mom?\u00a0 I got Jays now and my game is on point!\u00a0 If you&#8217;re wondering why I never made the league and never made millions of dollars and never bought you and Dad a new house .\u00a0 . . now you know!\u00a0 You shoulda listened to Mars Blackmon!\u00a0 It&#8217;s the shoes, Money!!<\/li>\n<li style=\"text-align: left;\">But I&#8217;m not mad anymore. Seriously. I love you, Mom.<\/li>\n<\/ul>\n<p>On that note, it&#8217;s probably time to wrap this thing up.\u00a0 What did we learn today?\u00a0 Well, not nearly as much as we&#8217;ve learned from other posts, but it was fun to make those little player-face things\u00a0and feel like I work at Pardon The Interruption for a day.<\/p>\n<p>p.s. &#8211; Can someone make sure P.J. Tucker sees this?\u00a0 I&#8217;m sure he&#8217;ll be super excited to know he won whatever the heck this was.\u00a0 Probably won&#8217;t mind the implication that he should spend less time worrying about kicks and more time working on his game, either.\u00a0 Crap, I hope I don&#8217;t run into P.J. Tucker . . .<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our last few posts have been pretty deep . . . quantifying the Instagram resell market, introducing the Hypebeast Hierarchy, explaining eBay sales decline . . . it felt like time for something lighter.\u00a0 And, it doesn&#8217;t get any lighter than Swaggy P . . . Obvious statement of the year:\u00a0 Many NBA players are [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2660,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[],"brands":[],"series":[],"verticals":[],"class_list":["post-2670","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NBA Sneakerheads: Sole Collector Rankings vs. Campless Data - StockX News<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NBA Sneakerheads: Sole Collector Rankings vs. Campless Data - StockX News\" \/>\n<meta property=\"og:description\" content=\"Our last few posts have been pretty deep . . . quantifying the Instagram resell market, introducing the Hypebeast Hierarchy, explaining eBay sales decline . . . it felt like time for something lighter.\u00a0 And, it doesn&#8217;t get any lighter than Swaggy P . . . Obvious statement of the year:\u00a0 Many NBA players are [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/\" \/>\n<meta property=\"og:site_name\" content=\"StockX News\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/stockxdotcom\" \/>\n<meta property=\"article:published_time\" content=\"2015-06-11T05:38:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2015-12-17T18:09:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/d15lrsitp7y7u.cloudfront.net\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"960\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Josh Luber\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@stockx\" \/>\n<meta name=\"twitter:site\" content=\"@stockx\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Josh Luber\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"NBA Sneakerheads: Sole Collector Rankings vs. Campless Data - StockX News","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/","og_locale":"en_US","og_type":"article","og_title":"NBA Sneakerheads: Sole Collector Rankings vs. Campless Data - StockX News","og_description":"Our last few posts have been pretty deep . . . quantifying the Instagram resell market, introducing the Hypebeast Hierarchy, explaining eBay sales decline . . . it felt like time for something lighter.\u00a0 And, it doesn&#8217;t get any lighter than Swaggy P . . . Obvious statement of the year:\u00a0 Many NBA players are [&hellip;]","og_url":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/","og_site_name":"StockX News","article_publisher":"https:\/\/www.facebook.com\/stockxdotcom","article_published_time":"2015-06-11T05:38:17+00:00","article_modified_time":"2015-12-17T18:09:51+00:00","og_image":[{"width":960,"height":720,"url":"https:\/\/d15lrsitp7y7u.cloudfront.net\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715.jpg","type":"image\/jpeg"}],"author":"Josh Luber","twitter_card":"summary_large_image","twitter_creator":"@stockx","twitter_site":"@stockx","twitter_misc":{"Written by":"Josh Luber","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/#article","isPartOf":{"@id":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/"},"author":{"name":"Josh Luber","@id":"https:\/\/stockx.com\/news\/#\/schema\/person\/e0ff6733345abaf08623513809dd9bb3"},"headline":"NBA Sneakerheads: Sole Collector Rankings vs. Campless Data","datePublished":"2015-06-11T05:38:17+00:00","dateModified":"2015-12-17T18:09:51+00:00","mainEntityOfPage":{"@id":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/"},"wordCount":1230,"commentCount":5,"image":{"@id":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/#primaryimage"},"thumbnailUrl":"https:\/\/images-wp.stockx.com\/news\/wp-content\/uploads\/2015\/06\/Campless-v.-SC-Ranks-060715.jpg","inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/","url":"https:\/\/stockx.com\/news\/nba-sneakerheads-sole-collector-rankings-vs-campless-data\/","name":"NBA Sneakerheads: Sole Collector Rankings vs. Campless Data - 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