{"id":3169,"date":"2015-11-11T12:47:05","date_gmt":"2015-11-11T02:47:05","guid":{"rendered":"http:\/\/mappingonlinepublics.net\/?p=3169"},"modified":"2015-11-11T12:47:05","modified_gmt":"2015-11-11T02:47:05","slug":"twitter-probably-isnt-dying-but-is-it-becoming-less-sociable","status":"publish","type":"post","link":"https:\/\/mappingonlinepublics.net\/dev\/2015\/11\/11\/twitter-probably-isnt-dying-but-is-it-becoming-less-sociable\/","title":{"rendered":"Twitter (probably) isn&#8217;t dying, but is it becoming less sociable?"},"content":{"rendered":"<p><a href=\"https:\/\/medium.com\/@jeanburgess\/twitter-probably-isn-t-dying-but-is-it-becoming-less-sociable-d768a9968982\">[cross-posted at Medium]<\/a><\/p>\n<p>Twitter\u2019s demise has been announced so many times over its lifetime that it\u2019s hard to keep track of all the premature eulogies (and <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.theatlantic.com\/technology\/archive\/2014\/04\/a-eulogy-for-twitter\/361339\/\" rel=\"nofollow\" data-href=\"http:\/\/www.theatlantic.com\/technology\/archive\/2014\/04\/a-eulogy-for-twitter\/361339\/\">this one from a year ago is actually pretty insightful<\/a>), but there seems to be a new intensity in the circulation of decline narratives at the moment. A couple of weeks ago there was quite a bit of heat on <a class=\"markup--user markup--p-user\" href=\"https:\/\/medium.com\/u\/41e01d325219\" data-href=\"https:\/\/medium.com\/u\/41e01d325219\" data-anchor-type=\"2\" data-user-id=\"41e01d325219\" data-action=\"show-user-card\" data-action-type=\"hover\">umair haque<\/a>\u2019s <a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/medium.com\/bad-words\/why-twitter-s-dying-and-what-you-can-learn-from-it-9ed233e37974\" data-href=\"https:\/\/medium.com\/bad-words\/why-twitter-s-dying-and-what-you-can-learn-from-it-9ed233e37974\">Medium story<\/a>, in which he proclaimed:<\/p>\n<blockquote id=\"4d6b\" class=\"graf--blockquote graf-after--p\"><p>Twitter\u2019s a cemetery. Populated by ghosts. I call them the \u201cists\u201d. Journalists retweeting journalists\u2026activists retweeting activists\u2026economists retweeting economists\u2026once in a while a great war breaks out between this group of \u201cists\u201d and that\u2026but the thing is: <em class=\"markup--em markup--blockquote-em\">no one\u2019s listening<\/em>\u2026because everyone <em class=\"markup--em markup--blockquote-em\">else <\/em>seems to have left in a hurry.<\/p><\/blockquote>\n<p id=\"7a19\" class=\"graf--p graf-after--blockquote\">Haque went on to offer his theory of the source of the trouble\u200a\u2014\u200aabuse, incivility, and a lack of care on the platform\u2019s part:<\/p>\n<blockquote id=\"6f98\" class=\"graf--blockquote graf-after--p\"><p>Twitter <em class=\"markup--em markup--blockquote-em\">could <\/em>have been a town square. But now it\u2019s more like a drunken, heaving mosh pit. And while there <em class=\"markup--em markup--blockquote-em\">are<\/em> people who love to dive into mosh pits, they\u2019re probably not the audience you want to try to build a billion dollar publicly listed company that changes the world upon.<\/p><\/blockquote>\n<p id=\"108c\" class=\"graf--p graf-after--blockquote\">Leaving aside the problem that \u201cwe\u201d is unspecified there\u2019s a strange contradiction here (hint: when \u2018we\u2019 is offered unreflexively it usually means \u2018people like me\u2019\u200a\u2014\u200aand who said we wanted it to be a town square anyway? Why not a cosy corner of the pub?) Haque\u2019s image of death seems to involve a ghost ship populated only by blind, mutually retweeting \u2018-ists\u2019, while \u2018everybody else\u2019 has left the building; and at the same time a writhing mosh pit populated by a seething mass of too many of the <em class=\"markup--em markup--p-em\">wrong kind<\/em> of users. I don\u2019t want to diminish the feeling being expressed, but there is also a certain amount of early adopter angst here\u200a\u2014\u200ait\u2019s a structural imperative that self-defined cultural avant-gardes throw their hands up in disgust when their scenes go mainstream.<\/p>\n<p class=\"graf--p graf-after--blockquote\"><!--more--><\/p>\n<p id=\"3d47\" class=\"graf--p graf-after--p\">Haque\u2019s primary issue with Twitter, however, is a loss of <em class=\"markup--em markup--p-em\">civility\u200a\u2014\u200a<\/em>and the platform definitely <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.womenactionmedia.org\/twitter-report\/\" rel=\"nofollow\" data-href=\"http:\/\/www.womenactionmedia.org\/twitter-report\/\">has a problem with online hate, bullying and mob justice<\/a>, as anyone involved in discussions around race and gender online knows. And people at the receiving end of online hate and who are committed to\u200a\u2014\u200aand good at\u200a\u2014\u200a<a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.thedailybeast.com\/articles\/2015\/07\/06\/the-power-of-black-twitter.html\" rel=\"nofollow\" data-href=\"http:\/\/www.thedailybeast.com\/articles\/2015\/07\/06\/the-power-of-black-twitter.html\">using Twitter as a political platform in the face of it<\/a> are becoming increasingly frustrated at the platform\u2019s primarily identity-blind, libertarian, free speech-dominated approach to behavioural regulation and governance, despite the recent revamping of the platform\u2019s \u2018safety\u2019 <a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/about.twitter.com\/safety\" rel=\"nofollow\" data-href=\"https:\/\/about.twitter.com\/safety\">policies and procedures<\/a>.<\/p>\n<p id=\"5e43\" class=\"graf--p graf-after--p\">But more broadly too, the narratives of decline around the place at the moment that have to do with a certain loss of <em class=\"markup--em markup--p-em\">sociability. <\/em>And to those of us for whom Twitter\u2019s pleasures were as much to do with <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.disambiguity.com\/ambient-intimacy\/\" rel=\"nofollow\" data-href=\"http:\/\/www.disambiguity.com\/ambient-intimacy\/\">ambient intimacy<\/a>,\u00a0<a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.polity.co.uk\/book.asp?ref=9780745670331\" rel=\"nofollow\" data-href=\"http:\/\/www.polity.co.uk\/book.asp?ref=9780745670331\">personal connections<\/a> and play as they were to do with professional success theatre, celebrity and breaking news, this is a real, felt loss: sociability\u00a0<em class=\"markup--em markup--p-em\">matters<\/em>.<\/p>\n<p id=\"8a65\" class=\"graf--p graf-after--p\">There have been a number of halting attempts to get at what has gone on here. The other day there was another flurry of agitation around the Atlantic piece on <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.theatlantic.com\/technology\/archive\/2015\/11\/conversation-smoosh-twitter-decay\/412867\/?utm_source=SFFB\" rel=\"nofollow\" data-href=\"http:\/\/www.theatlantic.com\/technology\/archive\/2015\/11\/conversation-smoosh-twitter-decay\/412867\/?utm_source=SFFB\">The Decay of Twitter<\/a> by Robinson Meyer who draws on some of\u00a0<a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/en.wikipedia.org\/wiki\/Walter_J._Ong\" rel=\"nofollow\" data-href=\"https:\/\/en.wikipedia.org\/wiki\/Walter_J._Ong\">Walter Ong\u2019s<\/a> ideas about orality and literacy as well as of <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/bonstewart.com\/\" rel=\"nofollow\" data-href=\"http:\/\/bonstewart.com\/\">Bonnie Stewart\u2019s<\/a>\u00a0work to suggest that by losing its \u2018orality\u2019 and reverting to the codes and conventions of print culture, Twitter is losing its soul.<\/p>\n<p id=\"d698\" class=\"graf--p graf-after--p\">And then, earlier this week: <a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/twitter.com\/hashtag\/heartsontwitter?src=rela\" rel=\"nofollow\" data-href=\"https:\/\/twitter.com\/hashtag\/heartsontwitter?src=rela\">#heartsontwitter<\/a> exploded. After umpteen platform changes designed to make the platform more media-friendly and less SNS-like, Twitter suddenly replaces \u2018favorites\u2019 (represented by a star) with \u2018likes\u2019 (represented by a red, Instagram-esque heart that explodes when you click it like you\u2019re playing Candy Crush or something). The move, which came with <a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/twitter.com\/twitter\/status\/661558661131558915\" rel=\"nofollow\" data-href=\"https:\/\/twitter.com\/twitter\/status\/661558661131558915\">loads of self-congratulation and saccharine PSAs<\/a>, was apparently done to appeal to new and especially youthful users who might be confused by Twitter\u2019s quirky native conventions, many of which draw on older web culture practices like bookmarking (remember del.icio.us?), and that more importantly aren\u2019t actually the same as Facebook\u2019s or Instagram\u2019s. While there was plenty of cheerful optimism, a large and vocal chunk of Twitter\u2019s core userbase protested with a mixture of passion, comedy and despondency, for various good reasons. Not least of which is that Twitter really does matter to people, and such acts of apparently casual violence to how it works are seen as serious business. Osman Faruqi\u2019s <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.theguardian.com\/commentisfree\/2015\/nov\/04\/the-hearts-are-the-final-straw-its-time-to-nationalise-twitter\" rel=\"nofollow\" data-href=\"http:\/\/www.theguardian.com\/commentisfree\/2015\/nov\/04\/the-hearts-are-the-final-straw-its-time-to-nationalise-twitter\"><em class=\"markup--em markup--p-em\">cri de coeur<\/em> in The Guardian<\/a> (if you\u2019ll pardon the pun) is a great example:<\/p>\n<blockquote id=\"1c49\" class=\"graf--blockquote graf-after--p\"><p>It\u2019s infrastructure for basic communication, which is why people are so upset over the change to hearts: imagine if, instead of saying \u201cOK\u201d on the phone to a relative stranger, you were forced to say \u201cI love you\u201d. It\u2019s that basic.<\/p><\/blockquote>\n<blockquote id=\"862a\" class=\"graf--blockquote graf-after--blockquote\"><p>Despite spinning the heart to existing users as a more \u201cexpressive\u201d and \u201cuniversal\u201d symbol, Twitter <a class=\"markup--anchor markup--blockquote-anchor\" href=\"https:\/\/blog.twitter.com\/2015\/hearts-on-twitter\" rel=\"nofollow\" data-href=\"https:\/\/blog.twitter.com\/2015\/hearts-on-twitter\">has admitted<\/a> the change is really about making the platform easier for new users.<\/p><\/blockquote>\n<blockquote id=\"3095\" class=\"graf--blockquote graf-after--blockquote\"><p>But how many times can the company change what works in pursuit of more users before its base packs up and moves on? It\u2019s not the relatively recent new features\u200a\u2014\u200asharing images, videos and Vines\u200a\u2014\u200athat catapulted Twitter into the mainstream. It was the idea that your 140 character message, no matter how inane, could be read and shared across the world, sparking conversation, debate, new ideas and friendships.<\/p><\/blockquote>\n<p id=\"ddf5\" class=\"graf--p graf-after--blockquote\">I admit it, from my own perspective Twitter in 2015 feels very different to Twitter in 2013, let alone 2006. I have a sense that where once there was mundane intimacy and listening there is deafness and noise, and I know I\u2019m not alone in the feeling. Where once it felt like there was a special convergence of personal and public communication, it seems as though the personal has been crowded out, which may indeed bring with it a degradation of the personal connections that both animated Twitter\u2019s ad hoc publics and kept them accountable. Twitter\u2019s <em class=\"markup--em markup--p-em\">structure of feeling<\/em> has definitely shifted.<\/p>\n<p id=\"873b\" class=\"graf--p graf-after--p\">And, you know what, I pretty much blame the \u201c<a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.cnet.com\/news\/study-twitter-is-40-percent-pointless-babble\/\" rel=\"nofollow\" data-href=\"http:\/\/www.cnet.com\/news\/study-twitter-is-40-percent-pointless-babble\/\">We don\u2019t care about your lunch! Twitter is for news!<\/a>\u201d brigade for this, and so part of me wants to say, \u201cWell, I hope you\u2019re happy, tech-biz\/journo\/public-sphere people. I hope you\u2019ve got the Twitter you always wanted.\u201d *mic drop here*<\/p>\n<p id=\"9c83\" class=\"graf--p graf-after--p\">But I would be a terrible, terrible researcher if I didn\u2019t wonder how much of this perception of Twitter\u2019s decay of sociability is true beyond my own individual perceptions, or even my own ego network. Since we\u2019re doing some work together on a book about Twitter, over the past few days <a class=\"markup--user markup--p-user\" href=\"https:\/\/medium.com\/u\/bcc11b111d36\" data-href=\"https:\/\/medium.com\/u\/bcc11b111d36\" data-anchor-type=\"2\" data-user-id=\"bcc11b111d36\" data-action=\"show-user-card\" data-action-type=\"hover\">Nancy Baym<\/a> and I have been listening to other people\u2019s thoughts on the question:<\/p>\n<blockquote class=\"twitter-tweet\" lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">Dear friends, I have 2 quick unofficial Qs: 1. Do you feel like Twitter is dying\/degrading? 2. When did you join? <a href=\"https:\/\/t.co\/r2jLHjhtOt\">https:\/\/t.co\/r2jLHjhtOt<\/a><\/p>\n<p>\u2014 Jean Burgess (@jeanburgess) <a href=\"https:\/\/twitter.com\/jeanburgess\/status\/661304008385040384\">November 2, 2015<\/a><\/p><\/blockquote>\n<p><script src=\"\/\/platform.twitter.com\/widgets.js\" async=\"\" charset=\"utf-8\"><\/script><\/p>\n<figure id=\"3838\" class=\"graf--figure graf--iframe graf-after--p\">\n<div class=\"iframeContainer\"><\/div>\n<\/figure>\n<p id=\"5eca\" class=\"graf--p graf-after--figure graf--last\">While posing the question in this way and in this context isn\u2019t very scientifically robust, the answers have already been revealing. For a start, most of the responses have come from early adopters\u200a\u2014\u200aonly one person who joined after 2011 has so far felt moved to respond, with the majority being very old hands who joined between 2006 and 2009\u200a\u2014\u200athe early years of growth, experimentation, and third-party innovation. The responses seem to suggest an awareness of change and a knowledge that these changes have much to do with Twitter\u2019s perpetual search for a business model and the challenge of retaining newer users. Few have said it was \u2018dying\u2019 as such, but that\u2019s not surprising given we used Twitter to ask the question. We\u2019d be happy to hear more thoughts on this!<\/p>\n<section class=\" section--body\">\n<div class=\"section-divider layoutSingleColumn\">\n<hr class=\"section-divider\" \/>\n<\/div>\n<div class=\"section-content\">\n<div class=\"section-inner layoutSingleColumn\">\n<p id=\"ab51\" class=\"graf--p graf--first\">I wanted to have at least a first go at addressing the problem with some Twitter data too. I\u2019ve generated a few quick charts showing patterns in Australian Twitter activity from 2006 through to now, based on a dataset developed by a consortium of Australian universities led by the <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/socialmedia.qut.edu.au\/\" rel=\"nofollow\" data-href=\"http:\/\/socialmedia.qut.edu.au\">Social Media Research Group<\/a> in the <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.qut.edu.au\/research\/dmrc\" rel=\"nofollow\" data-href=\"http:\/\/www.qut.edu.au\/research\/dmrc\">QUT Digital Media Research Centre<\/a>.<\/p>\n<p id=\"0de9\" class=\"graf--p graf-after--p\">The data collection as of today contains information on close to 1 billion tweets posted between 2006\u20132015 (to August) from the 2.8 million Australian accounts that had been created by September 2013, and identified as \u2018Australian\u2019 on the basis of their profile information (further information at Axel Bruns\u2019s blog post at <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/mappingonlinepublics.net\/2014\/08\/04\/first-steps-in-exploring-the-australian-twittersphere\/\" rel=\"nofollow\" data-href=\"http:\/\/mappingonlinepublics.net\/2014\/08\/04\/first-steps-in-exploring-the-australian-twittersphere\/\">Mapping Online Publics<\/a>). For each account, we have only the last 3200 tweets posted before we started continuous forward tracking (as per Twitter\u2019s API rules) in 2013. This means that we don\u2019t have a complete history for either defunct accounts or currently active early adopters; and we don\u2019t have tweets from any users who have joined since 2013. We hope to provide a major update to all of this later this year.<\/p>\n<p id=\"6c31\" class=\"graf--p graf-after--p\">So, with all that in mind:<\/p>\n<p id=\"1ec0\" class=\"graf--p graf-after--p\">First, is Twitter really \u2018dying\u2019\u200a\u2014\u200aare people leaving, slowing down, or going quiet?<\/p>\n<p id=\"5383\" class=\"graf--p graf-after--p\">Even accounting for the fact that tweets by users who joined after 2013 aren\u2019t included, the number of tweets per day coming from Australian accounts was definitely still increasing in August this year:<\/p>\n<\/div>\n<div class=\"section-inner sectionLayout--outsetColumn\">\n<figure id=\"ef7b\" class=\"graf--figure graf--layoutOutsetCenter graf-after--p\">\n<div class=\"aspectRatioPlaceholder is-locked\">\n<div class=\"aspect-ratio-fill\"><\/div>\n<div class=\"progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded\" data-image-id=\"1*AsQ7UjZdtQGozYRGqSeoFA.png\" data-width=\"1180\" data-height=\"682\" data-action=\"zoom\" data-action-value=\"1*AsQ7UjZdtQGozYRGqSeoFA.png\" data-scroll=\"native\"><canvas class=\"progressiveMedia-canvas js-progressiveMedia-canvas\" width=\"75\" height=\"42\"><\/canvas><img decoding=\"async\" class=\"progressiveMedia-image js-progressiveMedia-image\" src=\"https:\/\/cdn-images-1.medium.com\/max\/1200\/1*AsQ7UjZdtQGozYRGqSeoFA.png\" alt=\"\" data-src=\"https:\/\/cdn-images-1.medium.com\/max\/1200\/1*AsQ7UjZdtQGozYRGqSeoFA.png\" \/><\/div>\n<\/div>\n<\/figure>\n<\/div>\n<div class=\"section-inner layoutSingleColumn\">\n<p id=\"8f57\" class=\"graf--p graf-after--figure\">But what if Twitter\u2019s decline is more about a certain diminishing of its social life, its sense of community? If Twitter used to be buzzing and sociable (whether town square or living room), and now it\u2019s really just the \u2018-ists\u2019 retweeting each other with nobody really listening, there should be traces of this in the accumulated data on our practices of use, right? I think we can learn a lot from running some simple metrics over a decent chunk of time.<\/p>\n<p id=\"7b97\" class=\"graf--p graf-after--p\">So I\u2019ve used Tableau to divide the tweets into four categories that try to get at the extent to which they are <em class=\"markup--em markup--p-em\">primarily<\/em> expressive, conversational, or \u2018pass-along\u2019 in their function:<\/p>\n<ul class=\"postList\">\n<li id=\"91c8\" class=\"graf--li graf-after--p\">Reply\u200a\u2014\u200awhere the text of the tweet begins with \u201c@user\u201d<\/li>\n<li id=\"0ad5\" class=\"graf--li graf-after--li\">Retweet\u200a\u2014\u200awhere the text of the tweet begins with \u201cRT\u201d<\/li>\n<li id=\"fdca\" class=\"graf--li graf-after--li\">Mention &amp; modified RT\u200a\u2014\u200awhere the text of the tweet contains but does not begin with other usernames and is not a retweet.<\/li>\n<li id=\"9234\" class=\"graf--li graf-after--li\">Plain tweet\u200a\u2014\u200awhere none of the above conditions are true<\/li>\n<\/ul>\n<p id=\"8671\" class=\"graf--p graf-after--li\">Of course in reality lots of retweets contain @replies <em class=\"markup--em markup--p-em\">and<\/em> @mentions, but in this case I wanted to get at the primary communicative act of posting the tweet\u200a\u2014\u200ato just say something (plain tweets), to say something about someone or riff off something they said (mentions &amp; modified RTs), to say something <em class=\"markup--em markup--p-em\">to<\/em> someone (@replies) or to pass along something someone else said already (Retweets). This tells us precisely nothing about affect, though\u200a\u2014\u200alots of @replies might as easily indicate abuse as they do conversation; and RTs, as we all know, are not endorsements.<\/p>\n<\/div>\n<div class=\"section-inner sectionLayout--outsetColumn\">\n<figure id=\"cf76\" class=\"graf--figure graf--layoutOutsetCenter graf-after--p\">\n<div class=\"aspectRatioPlaceholder is-locked\">\n<div class=\"aspect-ratio-fill\"><\/div>\n<div class=\"progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded\" data-image-id=\"1*LHhMt5C4RBvehPifVX4aHw.png\" data-width=\"1649\" data-height=\"854\" data-action=\"zoom\" data-action-value=\"1*LHhMt5C4RBvehPifVX4aHw.png\" data-scroll=\"native\"><canvas class=\"progressiveMedia-canvas js-progressiveMedia-canvas\" width=\"75\" height=\"37\"><\/canvas><img decoding=\"async\" class=\"progressiveMedia-image js-progressiveMedia-image\" src=\"https:\/\/cdn-images-1.medium.com\/max\/1200\/1*LHhMt5C4RBvehPifVX4aHw.png\" alt=\"\" data-src=\"https:\/\/cdn-images-1.medium.com\/max\/1200\/1*LHhMt5C4RBvehPifVX4aHw.png\" \/><\/div>\n<\/div><figcaption class=\"imageCaption\">Tweet types over time<\/figcaption><\/figure>\n<\/div>\n<div class=\"section-inner layoutSingleColumn\">\n<p id=\"7ce3\" class=\"graf--p graf-after--figure\">Like I said, this is very preliminary. But based on this (Australia-specific) data it does appear that there is good reason to think Twitter is becoming less conversational and more like a news platform. Not only are retweets increasing, but both direct replies and tweets that mention other users (including old-school modified retweet practices like via, H\/T and MT) are in relative decline. The plain tweet category, which once accounted for 100% of tweets in answer to the question \u201cwhat are you doing?\u201d, is in relative decline as well. (But it\u2019s important to consider that the <a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/support.twitter.com\/articles\/20169873\" rel=\"nofollow\" data-href=\"https:\/\/support.twitter.com\/articles\/20169873\">new and misnamed \u2018quote\u2019 feature embeds the tweet you\u2019re commenting on as a URL<\/a>, so they\u2019d show up as plain tweets, when they\u2019re actually pretty conversational in comparison to retweets).<\/p>\n<p id=\"8db2\" class=\"graf--p graf-after--p\">Of course, a lot has happened to the platform\u2019s features and affordances in this time, as well as new cohorts of users joining or falling away. Twitter\u2019s die-hard users are sharply aware that not only are their practices of use shaped by what the platform allows or invites, but that most of the platform\u2019s distinctive features were originally user innovations\u200a\u2014\u200aand that is what much of the <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/www.vanityfair.com\/news\/2015\/11\/twitter-favorites-hearts?mbid=social_twitter\" rel=\"nofollow\" data-href=\"http:\/\/www.vanityfair.com\/news\/2015\/11\/twitter-favorites-hearts?mbid=social_twitter\">outrage over #twitterhearts is all about<\/a>. Platform changes like these are far from trivial; and the core features at the centre of them have consistently revealed themselves through controversy to be <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/computationalculture.net\/article\/objects-of-intense-feeling-the-case-of-the-twitter-api\" rel=\"nofollow\" data-href=\"http:\/\/computationalculture.net\/article\/objects-of-intense-feeling-the-case-of-the-twitter-api\">objects of intense feeling<\/a>, to draw on work by digital media scholar Taina Bucher.<\/p>\n<p id=\"9904\" class=\"graf--p graf-after--p graf--last\">Back to that last chart, look for example at the change in retweeting after \u2018new Twitter\u2019 introduces the <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/mashable.com\/2009\/08\/13\/details-project-retweet\/#PEPajmPVsGqw\" rel=\"nofollow\" data-href=\"http:\/\/mashable.com\/2009\/08\/13\/details-project-retweet\/#PEPajmPVsGqw\">button retweet in late 2009<\/a> (and starting with the web version in April this year, removing all other means of copying the text from, and hence quoting or riffing off, other users\u2019 tweets, instead treating the original tweet as an inviolable, embeddable media object that you can attach your own commentary on, a change widely applauded as a \u2018<a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/techcrunch.com\/2015\/04\/06\/retweetception\/\" rel=\"nofollow\" data-href=\"http:\/\/techcrunch.com\/2015\/04\/06\/retweetception\/\">feature<\/a>\u2019 but one that to my mind screams copyright, not conversation).<\/p>\n<\/div>\n<\/div>\n<\/section>\n<section class=\" section--body section--last\">\n<div class=\"section-divider layoutSingleColumn\">\n<hr class=\"section-divider\" \/>\n<\/div>\n<div class=\"section-content\">\n<div class=\"section-inner layoutSingleColumn\">\n<p id=\"f60b\" class=\"graf--p graf--first\">To take a closer look, I\u2019ve gone ahead and run a similar set of metrics on my own archives of tweets.<\/p>\n<p id=\"c924\" class=\"graf--p graf-after--p\">I have two personal Twitter accounts (plus a bunch of other work-related ones, and a couple of parody ones too). My private one, @jeangenie, dates from 2007 (and which I switched back and forth between being public and private a number of times before setting up the public one). I opened my public account, <a class=\"markup--anchor markup--p-anchor\" href=\"http:\/\/twitter.com\/jeanburgess\" rel=\"nofollow\" data-href=\"http:\/\/twitter.com\/jeanburgess\">@jeanburgess<\/a>, in 2008\u200a\u2014\u200aI remember there was a sense already that Twitter was going to be important for public personae as much as interpersonal connections\u200a\u2014\u200abut I didn\u2019t want to give up the intimacy and connection I associated with my private account, which felt more like a chatroom.<\/p>\n<p id=\"9f04\" class=\"graf--p graf-after--p\">Here\u2019s what these two accounts look like visualised as patterns of activity over time\u200a\u2014\u200aI note here especially the unmistakeable dying off of activity in the past three years to almost nothing in 2015, and the extremely low proportions of tweets that do anything other than say something or respond directly to someone else.<\/p>\n<figure id=\"b4b1\" class=\"graf--figure graf-after--p\">\n<div class=\"aspectRatioPlaceholder is-locked\">\n<div class=\"aspect-ratio-fill\"><\/div>\n<div class=\"progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded\" data-image-id=\"1*C5Zit5FWFVTIdxttlvqyhQ.png\" data-width=\"984\" data-height=\"784\" data-action=\"zoom\" data-action-value=\"1*C5Zit5FWFVTIdxttlvqyhQ.png\" data-scroll=\"native\"><canvas class=\"progressiveMedia-canvas js-progressiveMedia-canvas\" width=\"75\" height=\"57\"><\/canvas><img decoding=\"async\" class=\"progressiveMedia-image js-progressiveMedia-image\" src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*C5Zit5FWFVTIdxttlvqyhQ.png\" alt=\"\" data-src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*C5Zit5FWFVTIdxttlvqyhQ.png\" \/><\/div>\n<\/div>\n<\/figure>\n<p id=\"dec0\" class=\"graf--p graf-after--figure\">My public account is something of a contrast to this, with periodic peaks of especially high activity but a reasonably steady baseline hum of presence; on the other hand from the beginning in late 2008, this account was always pretty interactive (with lots of replies, mentions and retweets in comparison to my private account). Note the sharp shift in my usage style from 2008 to 2009 though\u00a0, shifting rapidly from an expressive to a conversational (or probably sometimes argumentative) mode with lots of replies and far fewer plain tweets\u200a\u2014\u200aarguably the height of \u2018interpretative flexibility\u2019 as Twitter was mainstreaming, the journalists were arriving, and there were lots of struggles over what it was for. And there is a sharp uptick in retweets from 2013 to now, while it does look like the conversation is dying down (look at the steady fall of the red @replies line).<\/p>\n<figure id=\"6719\" class=\"graf--figure graf-after--p\">\n<div class=\"aspectRatioPlaceholder is-locked\">\n<div class=\"aspect-ratio-fill\"><\/div>\n<div class=\"progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded\" data-image-id=\"1*YIIeQSWHrasgzTrUgSp-Kw.jpeg\" data-width=\"984\" data-height=\"784\" data-action=\"zoom\" data-action-value=\"1*YIIeQSWHrasgzTrUgSp-Kw.jpeg\" data-scroll=\"native\"><canvas class=\"progressiveMedia-canvas js-progressiveMedia-canvas\" width=\"75\" height=\"57\"><\/canvas><img decoding=\"async\" class=\"progressiveMedia-image js-progressiveMedia-image\" src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*YIIeQSWHrasgzTrUgSp-Kw.jpeg\" alt=\"\" data-src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*YIIeQSWHrasgzTrUgSp-Kw.jpeg\" \/><\/div>\n<\/div><figcaption class=\"imageCaption\">Tweets and tweet types for @jeanburgess<\/figcaption><\/figure>\n<p id=\"7538\" class=\"graf--p graf-after--figure\">But across both accounts\u2019 timelines, I am <em class=\"markup--em markup--p-em\">way<\/em> more conversational than the Australian Twittersphere as we have captured it above.<\/p>\n<p id=\"e2b9\" class=\"graf--p graf-after--p\">Another way to get at the question of whether Twitter is becoming less about personal connections and more about media sharing and newsiness is to look at another pair of simple metrics: the prevalence of URLs and hashtags.<\/p>\n<figure id=\"c718\" class=\"graf--figure graf-after--p\">\n<div class=\"aspectRatioPlaceholder is-locked\">\n<div class=\"aspect-ratio-fill\"><\/div>\n<div class=\"progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded\" data-image-id=\"1*Xza4o6ySVEyBH-8d2CmW-A.png\" data-width=\"984\" data-height=\"784\" data-action=\"zoom\" data-action-value=\"1*Xza4o6ySVEyBH-8d2CmW-A.png\" data-scroll=\"native\"><canvas class=\"progressiveMedia-canvas js-progressiveMedia-canvas\" width=\"75\" height=\"57\"><\/canvas><img decoding=\"async\" class=\"progressiveMedia-image js-progressiveMedia-image\" src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*Xza4o6ySVEyBH-8d2CmW-A.png\" alt=\"\" data-src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*Xza4o6ySVEyBH-8d2CmW-A.png\" \/><\/div>\n<\/div><figcaption class=\"imageCaption\">Hashtags and Links for @jeangenie<\/figcaption><\/figure>\n<figure id=\"f097\" class=\"graf--figure graf-after--figure\">\n<div class=\"aspectRatioPlaceholder is-locked\">\n<div class=\"aspect-ratio-fill\"><\/div>\n<div class=\"progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded\" data-image-id=\"1*JtNqet0GNWwssEbYEgmtAg.jpeg\" data-width=\"984\" data-height=\"784\" data-action=\"zoom\" data-action-value=\"1*JtNqet0GNWwssEbYEgmtAg.jpeg\" data-scroll=\"native\"><canvas class=\"progressiveMedia-canvas js-progressiveMedia-canvas\" width=\"75\" height=\"57\"><\/canvas><img decoding=\"async\" class=\"progressiveMedia-image js-progressiveMedia-image\" src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*JtNqet0GNWwssEbYEgmtAg.jpeg\" alt=\"\" data-src=\"https:\/\/cdn-images-1.medium.com\/max\/800\/1*JtNqet0GNWwssEbYEgmtAg.jpeg\" \/><\/div>\n<\/div><figcaption class=\"imageCaption\">Hashtags and links for @jeanburgess<\/figcaption><\/figure>\n<p id=\"a61e\" class=\"graf--p graf-after--figure\">Here there is a big contrast between my two accounts\u200a\u2014\u200ain the intimate world of my private account there is less use for hashtags or URLs; but in the quasi-professional, out-there performance space of my public account, participating in hashtag publics is more important, and linking to media (or images, or other people\u2019s tweets given the new \u2018quote\u2019 feature) is increasing inexorably.<\/p>\n<p id=\"10d2\" class=\"graf--p graf-after--p\">On the one hand, as it turns out, I seem to be a bit of an outlier as a Twitter user\u200a\u2014\u200ain particular, I\u2019m unusually conversational in my Twitter use in both public and private. Of course, like most people, when I look at the patterns in my activity on the platform I can attribute most of the weird spikes and dips to what was going on in my life at the time.<\/p>\n<p id=\"e6de\" class=\"graf--p graf-after--p\">But overall, especially against the backdrop of the Australian twitter data above, the trends over time are unmistakeable. My own usage has changed in ways that map onto broader patterns of change in both the platform and its culture of use. And somewhat poignantly my use of the private account as a chatroom has declined as fewer of my friends have a small enough stream that we can maintain the intimacy we used to share.\u00a0\ud83d\ude41<\/p>\n<p id=\"fcc3\" class=\"graf--p graf-after--p\">If you\u2019re so inclined, it might be interesting to <a class=\"markup--anchor markup--p-anchor\" href=\"https:\/\/support.twitter.com\/articles\/20170160\" rel=\"nofollow\" data-href=\"https:\/\/support.twitter.com\/articles\/20170160\">download your own Twitter archive<\/a> and take a look at whether you think there are significant patterns of change in how you use it, and whether they seem to map onto shifts from social networking to news sharing, from personal connection to publicity, or something else entirely (the archive comes with a nice HTML interface for exploring your data, so you don\u2019t necessarily need to be able to replicate what I\u2019ve done in Tableau here).<\/p>\n<p id=\"da09\" class=\"graf--p graf-after--p graf--last\">Of course there are likely to have been major life events, job changes and other circumstances affecting how you\u2019ve used the platform, too. Or maybe you\u2019ve been totally consistent in your patterns of use? And I\u2019d be more than happy to have a long, rambling @reply conversation about what you\u2019ve found, if you have the heart for it. (\u2665)<\/p>\n<\/div>\n<\/div>\n<\/section>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>[cross-posted at Medium] Twitter\u2019s demise has been announced so many times over its lifetime that it\u2019s hard to keep track of all the premature eulogies (and this one from a year ago is actually pretty insightful), but there seems to be a new intensity in the circulation of decline narratives at the moment. A couple &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/mappingonlinepublics.net\/dev\/2015\/11\/11\/twitter-probably-isnt-dying-but-is-it-becoming-less-sociable\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Twitter (probably) isn&#8217;t dying, but is it becoming less sociable?&#8221;<\/span><\/a><\/p>\n<p><!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":1,"featured_media":3170,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[174,8],"tags":[214,298],"class_list":["post-3169","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-culture","category-twitter","tag-platform-politics","tag-twitter","entry"],"_links":{"self":[{"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/posts\/3169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/comments?post=3169"}],"version-history":[{"count":2,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/posts\/3169\/revisions"}],"predecessor-version":[{"id":3172,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/posts\/3169\/revisions\/3172"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/media\/3170"}],"wp:attachment":[{"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/media?parent=3169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/categories?post=3169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mappingonlinepublics.net\/dev\/wp-json\/wp\/v2\/tags?post=3169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}