{"id":134,"date":"2010-09-20T07:00:21","date_gmt":"2010-09-20T07:00:21","guid":{"rendered":"http:\/\/larica.uniurb.it\/sigsna\/?p=134"},"modified":"2010-09-20T07:00:21","modified_gmt":"2010-09-20T07:00:21","slug":"twitter-reply-networks-on-uk-general-elections-ukge2010","status":"publish","type":"post","link":"https:\/\/sigsna.uniurb.it\/?p=134","title":{"rendered":"Twitter @reply Networks on UK General Elections #UKGE2010"},"content":{"rendered":"<p>Few days ago Axle Burns and the people from &#8220;<a href=\"http:\/\/www.mappingonlinepublics.net\">Mapping online publics<\/a>&#8221; posted a <a href=\"http:\/\/www.mappingonlinepublics.net\/2010\/09\/10\/twitter-reply-networks-on-ausvotes\/\">very interesting article<\/a> about mapping the Australian election following #ausvote tweets. The idea behind that was rather good and simple: by mapping all the messages containing the conventional reply symbol (@username) one could map the conversational network surrounding a specific topic (defined by the #hashtag). Of course this methods has some limitations (<a href=\"http:\/\/www.mappingonlinepublics.net\/2010\/09\/10\/twitter-reply-networks-on-ausvotes\/\">clearly explained by Axle<\/a>), nevertheless it can be use to produce a rough map of the conversational network.<br \/>\nSince some time ago we&#8217;ve downloaded (using <a href=\"http:\/\/twapperkeeper.com\">Twapperkeeper<\/a> &#8211; the same service used by Axel) all the tweets with the hashtag #ukge2010 (the &#8220;official&#8221; hashtag about Uk general elections) we have decided to do the same analysis on Uk tweets.<br \/>\nSo we&#8217;ve got the @replies network and using <a href=\"http:\/\/gephi.org\/\">gephi<\/a> we counted the indegree and the betweenness centrality of the nodes. Following Axle we&#8217;ve also excluded from the visualisation itself any users who received fewer than 100 @replies.<br \/>\nHere you can see the result:<br \/>\n<script src=\"http:\/\/zoom.it\/ELZm.js?width=auto&amp;height=400px\"><\/script><br \/>\nThe size of the nodes represents the indegree value while the colour represents the betweenness centrality. This is the table showing the top values:<br \/>\n<a href=\"https:\/\/sigsna.uniurb.it\/wp-content\/uploads\/2010\/09\/Immagine-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-141\" title=\"Immagine 1\" src=\"https:\/\/sigsna.uniurb.it\/wp-content\/uploads\/2010\/09\/Immagine-1-280x300.png\" alt=\"\" width=\"280\" height=\"300\" \/><\/a><br \/>\nWhat can be easily noticed is that most important nodes within the conversational network are not the official twitter account from political parties or politicians. Bloggers, journalists and consultants like @carlmaxim or @bengoldacre get more direct replies than official twitter account from politicians &#8211; like @nick_clegg &#8211; or from political parties &#8211; like @UKLabour-.<br \/>\nThis can be due to the use that those users make of Twitter, @nick_clegg or the @UKLabour probably are not perceived as someone you would reply or address directly.<br \/>\nAt the same time it is important to highlight how there is no clear correlation between indegree and betweenness centrality, users like @bloggerheads have a high betweenness centrality value but a very low indegree.  This can be surely due to a different behaviour of users (outdegree value is important in how betweenness centrality is defined) but at the same time I think that betweenness centrality, even if is a standard measure for sna, is unable to get the real complexity of a conversation network connected through a Twitter #hashtag (but we&#8217;re coming back on this point very soon).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Few days ago Axle Burns and the people from &#8220;Mapping online publics&#8221; posted a very interesting article about mapping the Australian election following #ausvote tweets. The idea behind that was rather good and simple: by mapping all the messages containing the conventional reply symbol (@username) one could map the conversational network surrounding a specific topic &hellip; <a href=\"https:\/\/sigsna.uniurb.it\/?p=134\" class=\"more-link\">Continua a leggere <span class=\"screen-reader-text\">Twitter @reply Networks on UK General Elections #UKGE2010<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,1],"tags":[],"class_list":["post-134","post","type-post","status-publish","format-standard","hentry","category-highlights","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=\/wp\/v2\/posts\/134","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=134"}],"version-history":[{"count":0,"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=\/wp\/v2\/posts\/134\/revisions"}],"wp:attachment":[{"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=134"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=134"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sigsna.uniurb.it\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=134"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}