{"id":1345,"date":"2012-08-01T20:27:23","date_gmt":"2012-08-01T18:27:23","guid":{"rendered":"http:\/\/www.frozax.com\/blog\/?p=1345"},"modified":"2015-04-05T07:26:06","modified_gmt":"2015-04-05T07:26:06","slug":"statistics-fun-facts-players-dont-feed-the-trolls","status":"publish","type":"post","link":"https:\/\/www.frozax.com\/blog\/2012\/08\/statistics-fun-facts-players-dont-feed-the-trolls\/","title":{"rendered":"Statistics and Fun Facts About the Players of Don&#8217;t Feed the Trolls"},"content":{"rendered":"<p>Two weeks after a post about the <a href=\"http:\/\/www.frozax.com\/blog\/2012\/07\/sales-ads-stats-ios-android-game\/\">sales and the ads revenue of Don&#8217;t Feed the Trolls<\/a>, here&#8217;s another statistics post, this time about the players of the game. Don&#8217;t Feed the Trolls is a reflex game released in May on <a href=\"http:\/\/itunes.apple.com\/app\/id510201848?mt=8\">iPhone\/iPad<\/a> and Android (<a href=\"http:\/\/play.google.com\/store\/apps\/details?id=com.frozax.dontfeedthetrolls\">Google Play<\/a> and <a href=\"http:\/\/www.amazon.com\/gp\/product\/B0087R2BR8\">Amazon<\/a>). Feel free to try it, it&#8217;s a free download.<\/p>\n<h3>The data<\/h3>\n<p>The data used for these statistics are mostly coming from the online leaderboards of the game. I only used information from players that spent at least five minutes playing the game. The data is taken from the release up until July 30th and is made of 3,991 players. Depending on the charts, I sometimes use a subset of players to get more relevant information.<\/p>\n<h3>Play Time<\/h3>\n<p style=\"text-align: left;\">First chart is showing repartition of players based on their play time. It&#8217;s actual time spent playing the core gameplay, not the time spent in the main menu or paused. The chart might be slightly biased by recent players that got the game during the last few days, and didn&#8217;t have the time to play that much.<br \/>\n<a href=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/playtime.png\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1352 aligncenter\" title=\"playtime\" src=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/playtime.png\" alt=\"playtime\" width=\"593\" height=\"350\" \/><\/a><br \/>\n<strong>Fun Fact #1 :<\/strong> One player played 31 hours (and he&#8217;s still active)<br \/>\n<strong>Fun Fact #2 :<\/strong> Total cumulated play time since release is 107 days and 14 hours<\/p>\n<h3>Updates<\/h3>\n<p style=\"text-align: left;\">Since the release of the game, I made 5 updates on Google Play, 1 on Amazon and 3 on iOS. I was looking to know whether active players are updating their version. To make this chart, I ignore Amazon Players and use the <a href=\"http:\/\/www.frozax.com\/blog\/2012\/07\/feed-trolls-1-2-bears-update-live\/\">1.2 update<\/a> of the game as a reference. This update was the biggest update of the game, and was released simultaneously on Google Play and App Store on July, 5th. I then checked the players that first run the game when this update was not available and are still playing one week after the update. It narrows down the set to 804 players but it&#8217;s much more relevant. The chart shows the percentage of players that updated to the last version.<br \/>\n<a href=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/update.png\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1353 aligncenter\" title=\"update\" src=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/update.png\" alt=\"update\" width=\"346\" height=\"311\" \/><\/a><br \/>\nI find this chart is very interesting. Please remember we are talking about active players. I don&#8217;t find surprising that Android players are updating more than iOS players but having only 38% of iOS players updating the game is very low. Especially since the 1.2 update is a content update. Knowing that, it&#8217;s important to get your game right on release.<br \/>\n<strong>Fun Fact #3 :<\/strong> The Top 20 players of the classic mode are all up-to-date<\/p>\n<h3>Time of Day<\/h3>\n<p style=\"text-align: left;\">The following chart shows in blue the time of the day where the player launched the game for the first time (while being connected). Please note that more than 70% of my users are from France (GMT+2) and the chart is showing GMT times.<br \/>\nThe red curve shows the last time players played the game before they definitely stop playing it. For this curve, I consider that a player will not play the game anymore after 14 days of inactivity.<br \/>\n<a href=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/hourofday1.png\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1358 aligncenter\" title=\"hourofday\" src=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/hourofday1.png\" alt=\"hourofday\" width=\"567\" height=\"392\" \/><\/a><br \/>\nQuite common chart here too, players are mostly playing in the evening, and there are less players in the middle of the night. Unfortunately, the red curve does not give us any useful information as it&#8217;s similar to the blue one. I hoped to see that more players would stop playing the game if they launch it at a specific time for instance but that didn&#8217;t happen ;).<br \/>\n<strong>Fun Fact #4 :<\/strong> The record is 126 players launching the game for the first time on June, 27th between 18:00 and 19:00 GMT.<\/p>\n<h3>Achievements<\/h3>\n<p style=\"text-align: left;\">The next chart is probably more interesting if you know the game a little. It shows the percentage of players that got each achievement of the game. It is taken from the players owning the version 1.2 of the game, which contains 25 achievements (click the image for full size). This is a set of 899 players.<br \/>\n<a href=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/achievements.png\"><img decoding=\"async\" loading=\"lazy\" class=\"size-medium wp-image-1359 aligncenter\" title=\"achievements\" src=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/achievements_small.png\" alt=\"achievements\" width=\"591\" height=\"271\" \/><\/a><br \/>\nSeeing these statistics, I don&#8217;t think there are many players trying to get all the achievements. The easiest achievement to get is not tied to the gameplay (&#8220;visit frozax.com&#8221;) and is only obtained by 3.78% of players. Players probably just play the game and unlock achievements as they play. Please note that a few achievements can&#8217;t be done without paying for the full version.<br \/>\n<strong>Fun Fact #5 :<\/strong> The achievements statistics are extremely similar between iOS and Android. I thought I&#8217;d see more completion from Android players.<br \/>\n<strong>Fun Fact #6 :<\/strong> Only one player has all the achievements.<br \/>\n<strong>Fun Fact #7 :<\/strong> 95.8% of players have 10 achievements or less<\/p>\n<h3>Pausing the game<\/h3>\n<p style=\"text-align: left;\">This stat comes from <a href=\"http:\/\/www.flurry.com\">Flurry Analytics<\/a> and not from my leaderboards. Here is an interesting pie chart showing why does the player pause the game.<br \/>\n<a href=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/pause.png\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1360 aligncenter\" title=\"pause\" src=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/pause.png\" alt=\"pause\" width=\"454\" height=\"326\" \/><\/a><br \/>\nI didn&#8217;t think that many players would pause and retry the level that much. I knew Don&#8217;t Feed the Trolls is a lot about scoring but it still surprises me. The stats are similar on iOS and Android. Also, note the the tutorial is automatically showed to the player on its first play. Someone clicking on the tutorial button wants to see it again.<\/p>\n<h3>End of Level<\/h3>\n<p style=\"text-align: left;\">Similar to the previous one, this time showing the option selected by the player at the end of a level, completed successfully or not.<br \/>\n<a href=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/eol.png\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1361 aligncenter\" title=\"eol\" src=\"http:\/\/www.frozax.com\/blog\/wp-content\/uploads\/2012\/08\/eol.png\" alt=\"eol\" width=\"414\" height=\"318\" \/><\/a><br \/>\nThe skip option is quite used, even though if the player didn&#8217;t succeed this level, he will have a tough time completing the next one.<\/p>\n<h3>Accuracy of data&#8230; and China<\/h3>\n<p>A final note on the data reporting tools. I have three different ways of evaluating the numbers of players:<\/p>\n<ul>\n<li><strong>My leaderboards:<\/strong> only taking into account online players completing at least one level<\/li>\n<li><strong>Google Play \/ App Store :<\/strong> it gives me the number of downloads. Someone downloading the game without playing it is shown here<\/li>\n<li><strong>Flurry Analytics :<\/strong> there is a &#8220;New Users&#8221; statistics in Flurry. The user has to be online, too<\/li>\n<\/ul>\n<p>Now, let&#8217;s compare these numbers. The number into parenthesis is the ratio of players compared to the number given by the store (that is theorically exact):<\/p>\n<table style=\"font-size: 1.0em; border-width:1px\" border=\"0\" bgcolor=\"#FFFFFF\">\n<tbody>\n<tr>\n<td style=\"border:0px solid lightgrey\" width=\"140px\"><\/td>\n<td style=\"border:1px solid lightgrey\" width=\"90px\"><strong>Android<\/strong><\/td>\n<td style=\"border:1px solid lightgrey\" width=\"90px\"><strong>iOS<\/strong><\/td>\n<td style=\"border:1px solid lightgrey\" width=\"90px\"><strong>Amazon<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid lightgrey\">Leaderboards<\/td>\n<td style=\"border:1px solid lightgrey\">5,912 (<span style=\"color: #008000;\">92.6%<\/span>)<\/td>\n<td style=\"border:1px solid lightgrey\">2,269 (<span style=\"color: #008000;\">59.3%<\/span>)<\/td>\n<td style=\"border:1px solid lightgrey\">610 (<span style=\"color: #008000;\">66.7%<\/span>)<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid lightgrey\">Store<\/td>\n<td style=\"border:1px solid lightgrey\">6,385<\/td>\n<td style=\"border:1px solid lightgrey\">3,827<\/td>\n<td style=\"border:1px solid lightgrey\">915<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid lightgrey\">Flurry<\/td>\n<td style=\"border:1px solid lightgrey\">10,579 (<span style=\"color: #993300;\">165.7%<\/span>)<\/td>\n<td style=\"border:1px solid lightgrey\">3,382 (<span style=\"color: #008000;\">88.4%<\/span>)<\/td>\n<td style=\"border:1px solid lightgrey\">741 (<span style=\"color: #008000;\">80.1%<\/span>)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>You probably noticed the strange value in there: on Android, Flurry reports more players than Google Play does. I guess you found out why: piracy. Google Play is not available in China, but according to Flurry, Don&#8217;t Feed the Trolls was played by 4,123 unique players in China. The game is monetizing through in-app purchases to unlock the full version, and Chinese players cannot buy the full version. However, I don&#8217;t know if they only play the free version or have a crack for the full version. Also, do they have ads displayed in the free version? Last question, why are the leaderboards numbers not showing a similar value? I though about the &#8220;<a href=\"http:\/\/en.wikipedia.org\/w\/index.php?title=Great_Firewall_of_China&amp;redirect=no\">Great Firewall of China<\/a>&#8220;, even though the tests I made showed that my domain is not blocked in China&#8230;<\/p>\n<p>Anyway, unlike <a href=\"http:\/\/mattgemmell.com\/2012\/07\/23\/closed-for-business\/\">Matt Gemmell<\/a> (interesting article, though) I don&#8217;t blame piracy (anymore) and I&#8217;ve been pirated much more than that in the past (see <a href=\"http:\/\/www.frozax.com\/blog\/2011\/03\/piracy-stats-spring-up-harmony-pc-game\/\">Piracy of Spring Up Harmony: 96%<\/a>). I honestly don&#8217;t think a pirate would have bought the game if he couldn&#8217;t pirate it. Anyway, it&#8217;s another topic.<\/p>\n<h3>Conclusion<\/h3>\n<p><strong>Fun Fact #8 :<\/strong> The Top 10 players of classic mode are on Android (but note that 72% of total players are on Android)<br \/>\n<strong>Fun Fact #9 :<\/strong> 10% of the players fed 62% of the bears<br \/>\nThat&#8217;s it for the statistics of Don&#8217;t Feed the Trolls. As usual, comments, shares and <a href=\"http:\/\/twitter.com\/Frozax\">tweets<\/a> are welcome!<\/p>\n<div class=\"addtoany_share_save_container addtoany_content_bottom\"><div class=\"a2a_kit a2a_kit_size_32 addtoany_list a2a_target\" id=\"wpa2a_1\"><a class=\"a2a_button_twitter\" href=\"http:\/\/www.addtoany.com\/add_to\/twitter?linkurl=https%3A%2F%2Fwww.frozax.com%2Fblog%2F2012%2F08%2Fstatistics-fun-facts-players-dont-feed-the-trolls%2F&amp;linkname=Statistics%20and%20Fun%20Facts%20About%20the%20Players%20of%20Don%E2%80%99t%20Feed%20the%20Trolls\" title=\"Twitter\" rel=\"nofollow\" target=\"_blank\"><\/a><a class=\"a2a_button_facebook\" href=\"http:\/\/www.addtoany.com\/add_to\/facebook?linkurl=https%3A%2F%2Fwww.frozax.com%2Fblog%2F2012%2F08%2Fstatistics-fun-facts-players-dont-feed-the-trolls%2F&amp;linkname=Statistics%20and%20Fun%20Facts%20About%20the%20Players%20of%20Don%E2%80%99t%20Feed%20the%20Trolls\" title=\"Facebook\" rel=\"nofollow\" target=\"_blank\"><\/a><a class=\"a2a_button_google_plus\" href=\"http:\/\/www.addtoany.com\/add_to\/google_plus?linkurl=https%3A%2F%2Fwww.frozax.com%2Fblog%2F2012%2F08%2Fstatistics-fun-facts-players-dont-feed-the-trolls%2F&amp;linkname=Statistics%20and%20Fun%20Facts%20About%20the%20Players%20of%20Don%E2%80%99t%20Feed%20the%20Trolls\" title=\"Google+\" rel=\"nofollow\" target=\"_blank\"><\/a><a class=\"a2a_button_reddit\" href=\"http:\/\/www.addtoany.com\/add_to\/reddit?linkurl=https%3A%2F%2Fwww.frozax.com%2Fblog%2F2012%2F08%2Fstatistics-fun-facts-players-dont-feed-the-trolls%2F&amp;linkname=Statistics%20and%20Fun%20Facts%20About%20the%20Players%20of%20Don%E2%80%99t%20Feed%20the%20Trolls\" title=\"Reddit\" rel=\"nofollow\" target=\"_blank\"><\/a>\n<script type=\"text\/javascript\"><!--\nwpa2a.script_load();\n\/\/--><\/script>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Two weeks after a post about the sales and the ads revenue of Don&#8217;t Feed the Trolls, here&#8217;s another statistics post, this time about the players of the game. Don&#8217;t Feed the Trolls is a reflex game released in May on iPhone\/iPad and Android (Google Play and Amazon). Feel free to try it, it&#8217;s a&hellip; <a class=\"more-link\" href=\"https:\/\/www.frozax.com\/blog\/2012\/08\/statistics-fun-facts-players-dont-feed-the-trolls\/\">Continue reading <span class=\"screen-reader-text\">Statistics and Fun Facts About the Players of Don&#8217;t Feed the Trolls<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[3,5,17],"tags":[],"_links":{"self":[{"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/posts\/1345"}],"collection":[{"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/comments?post=1345"}],"version-history":[{"count":2,"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/posts\/1345\/revisions"}],"predecessor-version":[{"id":1716,"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/posts\/1345\/revisions\/1716"}],"wp:attachment":[{"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/media?parent=1345"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/categories?post=1345"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.frozax.com\/blog\/wp-json\/wp\/v2\/tags?post=1345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}