{"id":11406,"date":"2016-03-15T11:55:53","date_gmt":"2016-03-15T15:55:53","guid":{"rendered":"https:\/\/socialmedialab.ca\/web\/?p=11406"},"modified":"2024-12-11T01:06:52","modified_gmt":"2024-12-11T01:06:52","slug":"facestumping-presidential-campaigning-facebook","status":"publish","type":"post","link":"https:\/\/socialmedialab.ca\/web\/2016\/03\/15\/facestumping-presidential-campaigning-facebook\/","title":{"rendered":"We, The Bernie Revolutionaries: Facestumping &#8211; Presidential Campaigning on Facebook (Part 2)"},"content":{"rendered":"<p><span style=\"color: #000000;\"><img decoding=\"async\" class=\"size-full wp-image-11407 aligncenter\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Sanders.png\" alt=\"Sanders\" width=\"879\" height=\"420\" srcset=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Sanders.png 879w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Sanders-300x143.png 300w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Sanders-768x367.png 768w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Sanders-600x287.png 600w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Sanders-696x333.png 696w\" sizes=\"(max-width: 879px) 100vw, 879px\" \/><\/span><\/p>\n<blockquote><p><em><strong>Note:<\/strong> This blog post\u00a0is part of a series entitled Facestumping \u2013 Presidential Campaigning on Facebook.\u00a0\u00a0The\u00a0link to the \u00a0first post in this series,&#8221;Thanks Be From Trump? Facestumping \u2013 Presidential Campaigning on Facebook (Part 1)&#8221; can be found <a href=\"https:\/\/socialmedialab.ca\/web\/2016\/03\/10\/facestumping-presidential-campaigning-facebook-part-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a>.\u00a0Over the next few days we will be sharing\u00a0additional blog posts featuring an analysis of Facebook posts from other leading US presidential candidate including Hillary Clinton, Ted Cruz and Marco Rubio.\u00a0<\/em><\/p><\/blockquote>\n<h2>We, The Bernie Revolutionaries<\/h2>\n<p><span style=\"color: #000000;\"> <img decoding=\"async\" class=\"alignleft wp-image-11409 size-thumbnail\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Us-150x150.jpg\" alt=\"Bernie Us\" width=\"150\" height=\"150\" \/>Bernie Sanders proudly describes himself as a \u201csocialist\u201d (or a \u201cdemocratic socialist\u201d). His\u00a0<a style=\"color: #000000;\" href=\"https:\/\/www.facebook.com\/berniesanders\/timeline\">Facebook Page<\/a>\u00a0is a reflection of his revolutionary manifesto; the posts are all about the collective \u201cwe\u201d. No other candidate uses the first person plural voice as much as Sanders, with 78% of his Facebook posts including pronouns such as <em>we, our, and us<\/em>. When speaking in the first person singular, Sanders still manages to invoke the collective. Even his modest use of hashtags (in 12 per cent of posts) features similar terms such as #VoteTogether and #NotMeUs. This inclusive voice helps Sanders \u201c<a style=\"color: #000000;\" href=\"https:\/\/dl.acm.org\/action\/cookieAbsent\">express solidarity with the group<\/a>\u201d and position himself as a man of the people. ( See Fig.1 Pronouns Usage)<\/span><\/p>\n<figure id=\"attachment_11408\" aria-describedby=\"caption-attachment-11408\" style=\"width: 945px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-11408\" title=\"Fig. 1 Radar Chart of Pronouns Usage by the Candidates\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig.png\" alt=\"netlytic_categories_UsThem_Jan21-Feb20_2016_fig\" width=\"945\" height=\"600\" srcset=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig.png 863w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig-300x190.png 300w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig-768x488.png 768w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig-600x381.png 600w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig-696x442.png 696w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/netlytic_categories_UsThem_Jan21-Feb20_2016_fig-661x420.png 661w\" sizes=\"(max-width: 945px) 100vw, 945px\" \/><figcaption id=\"caption-attachment-11408\" class=\"wp-caption-text\"><span style=\"color: #000000;\">Fig. 1: A Radar or Spider Chart showing how often each of the five leading candidates used pronouns like &#8220;We, I They, You, He\/She&#8221; in comparison to the other candidates. It is often used to find outliers. For ex. Sanders uses the collective &#8220;We&#8221; in his Facebook posts a lot more often in comparison to the other four candidates.<\/span><\/figcaption><\/figure>\n<h2><span style=\"color: #000000;\"><strong>Curated and Managed?<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">This is not to say that Sanders\u2019 Facebook page isn\u2019t managed \u2013 it most certainly is. As noted in the section on Trump, Sanders\u2019 Page makes use of Facebook hacks, such as adding historic events to the Timeline, and posting pictures that make for a better collage in the featured Photos section. (See Ex. 1 \u00a0Use of Facebook Hacks)<\/span><\/p>\n<p><span style=\"color: #000000;\">Sanders quotes are more often posted inside of images, rather than as coming from his own first person singular voice \u2013 as Trump does. And <a style=\"color: #000000;\" href=\"https:\/\/www.facebook.com\/login\/?next=https%3A%2F%2Fwww.facebook.com%2Fberniesanders%2Fposts%2F983873138334357\">campaign videos<\/a> aimed at helping supporters caucus in specific states are clearly created by the campaign, featuring volunteers and supposed regular people on the street. Sanders is not likely to have created, much less posted, any of this content himself.<\/span><\/p>\n<figure id=\"attachment_11412\" aria-describedby=\"caption-attachment-11412\" style=\"width: 736px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-11412\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1.png\" alt=\"Ex. 1 Use of Facebook Hacks - Bernie Timeline\" width=\"736\" height=\"324\" srcset=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1.png 1896w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1-300x132.png 300w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1-768x339.png 768w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1-600x265.png 600w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1-696x307.png 696w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1-1068x471.png 1068w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Timeline1-951x420.png 951w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><figcaption id=\"caption-attachment-11412\" class=\"wp-caption-text\">Ex. 1 Use of Facebook Hacks &#8211; Bernie Timeline<\/figcaption><\/figure>\n<p><span style=\"color: #000000;\">However, given that Sanders (along with Rubio) made the fewest posts to Facebook during the period studied, his campaign resources for social media outreach could be significantly more modest than say that of Clinton. Campaign funding seems to support this, with Clinton having<a href=\"https:\/\/www.nytimes.com\/interactive\/2016\/us\/elections\/election-2016-campaign-money-race.html?_r=1\" target=\"_blank\" rel=\"noopener noreferrer\"> raised nearly twice as much<\/a> and spending $15.9 million more to date.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>Just the facts, ma&#8217;am, nothing but the facts.<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">Sanders\u2019 posts stay on message, with keywords from his campaign slogan \u201cA political revolution is coming.\u201d appearing in the most used words as identified by <a href=\"https:\/\/netlytic.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Netlytic<\/a>. ( See Ex.2 and Fig. 2)<\/span><\/p>\n<figure id=\"attachment_11421\" aria-describedby=\"caption-attachment-11421\" style=\"width: 322px\" class=\"wp-caption alignleft\"><img decoding=\"async\" class=\"wp-image-11421\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Post-389x500.png\" alt=\"Ex. 2 Bernie Post\" width=\"322\" height=\"395\" \/><figcaption id=\"caption-attachment-11421\" class=\"wp-caption-text\">Ex. 2 Bernie Post<\/figcaption><\/figure>\n<figure id=\"attachment_11422\" aria-describedby=\"caption-attachment-11422\" style=\"width: 499px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-11422\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernie-Frequently-Used-Words-600x456.png\" alt=\"Fig. 2 Sanders' Most frequently Used Words\" width=\"499\" height=\"386\" \/><figcaption id=\"caption-attachment-11422\" class=\"wp-caption-text\">Fig. 2 Sanders&#8217; Most frequently Used Words<\/figcaption><\/figure>\n<p><span style=\"color: #000000;\">And while Sanders obviously discusses the campaign, as indicated by his most used words, manual review of his top 25 most liked Facebook posts during the week February 2-19, 2016 suggested that he made more<a href=\"https:\/\/www.pewresearch.org\/politics\/2015\/10\/02\/contrasting-partisan-perspectives-on-campaign-2016\/\" target=\"_blank\" rel=\"noopener noreferrer\"> mentions on key issues<\/a> than any other candidate. Perhaps less surprisingly, the economy was mentioned in 44% of Sanders\u2019 most liked posts. ( See Ex. 3 and Fig. 3)<\/span><\/p>\n<figure id=\"attachment_11423\" aria-describedby=\"caption-attachment-11423\" style=\"width: 202px\" class=\"wp-caption alignleft\"><img decoding=\"async\" class=\"wp-image-11423\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Bernia-Issue-Quote-224x300.png\" alt=\"Ex. 3 Bernie Issue Quote\" width=\"202\" height=\"280\" \/><figcaption id=\"caption-attachment-11423\" class=\"wp-caption-text\">Ex. 3 Bernie Issue Quote<\/figcaption><\/figure>\n<figure id=\"attachment_11424\" aria-describedby=\"caption-attachment-11424\" style=\"width: 624px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-11424\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Key-Issues-600x268.png\" alt=\"Fig. 3 Top 25 Posts on Key Issues\" width=\"624\" height=\"268\" \/><figcaption id=\"caption-attachment-11424\" class=\"wp-caption-text\">Fig. 3 Top 25 Posts on Key Issues<\/figcaption><\/figure>\n<p><span style=\"color: #000000;\">Despite posting less frequently than Clinton, Sanders enjoys more Page likes and comparable rates of being talked about on Facebook. (See Fig. 4 and Fig. 5)<\/span><\/p>\n<figure id=\"attachment_11425\" aria-describedby=\"caption-attachment-11425\" style=\"width: 302px\" class=\"wp-caption alignleft\"><img decoding=\"async\" class=\"wp-image-11425\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Total-Facebook-Page-Likes.png\" alt=\"Fig. 4 Total Facebook Page Likes\" width=\"302\" height=\"202\" srcset=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Total-Facebook-Page-Likes.png 480w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Total-Facebook-Page-Likes-300x201.png 300w\" sizes=\"(max-width: 302px) 100vw, 302px\" \/><figcaption id=\"caption-attachment-11425\" class=\"wp-caption-text\">Fig. 4 Total Facebook Page Likes<\/figcaption><\/figure>\n<figure id=\"attachment_11363\" aria-describedby=\"caption-attachment-11363\" style=\"width: 422px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-11363\" src=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Fig.-2-People-Talking-About-FB-Page.png\" alt=\"Fig. 5 People Talking About FB Page\" width=\"422\" height=\"206\" srcset=\"https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Fig.-2-People-Talking-About-FB-Page.png 576w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Fig.-2-People-Talking-About-FB-Page-300x146.png 300w, https:\/\/socialmedialab.ca\/web\/wp-content\/uploads\/2016\/03\/Fig.-2-People-Talking-About-FB-Page-533x261.png 533w\" sizes=\"(max-width: 422px) 100vw, 422px\" \/><figcaption id=\"caption-attachment-11363\" class=\"wp-caption-text\">Fig. 5 People Talking About FB Page<\/figcaption><\/figure>\n<h2 style=\"text-align: left;\"><span style=\"color: #000000;\">Summary<\/span><\/h2>\n<p><span style=\"color: #000000;\">Sanders\u2019s Facebook posts reflect a serious politician concerned about<a href=\"https:\/\/www.pewresearch.org\/politics\/2015\/10\/02\/contrasting-partisan-perspectives-on-campaign-2016\/\" target=\"_blank\" rel=\"noopener noreferrer\"> key issues<\/a>. \u00a0The use of \u201cwe\u201d positions Sanders as a man of the people, pursuing the presidency solely on their behalf. The Sanders campaign is more traditional, and those managing his social media are not attempting to create an illusion that Bernie himself is posting. The Facebook posts stay on message, repeating Sanders\u2019 call for a political revolution. The Sanders campaign includes a modest, but steady use of Facebook, reinforcing the image that Bernie is a humble man from simple origins. Indeed, most references to other people \u2013<a href=\"https:\/\/www.facebook.com\/login\/?next=https%3A%2F%2Fwww.facebook.com%2Fberniesanders%2Fposts%2F984693941585610\" target=\"_blank\" rel=\"noopener noreferrer\"> such as the Pope<\/a> \u2013 are used as a means to introduce an issue, rather than a personal endorsement. And while legions of online supporters fuel groups such as <a href=\"https:\/\/www.facebook.com\/login\/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fberniesandersmemes%2F%3Ffref%3Dnf\" target=\"_blank\" rel=\"noopener noreferrer\">Bernie Sanders\u2019 Dank Meme Stash<\/a> with its nearly 400,000 members, if Sanders is unable to translate his popular following into hard votes, his campaign risks being another example of <a style=\"color: #000000;\" href=\"https:\/\/www.washingtonpost.com\/news\/monkey-cage\/wp\/2014\/03\/12\/does-slacktivism-work\/\">slackativism<\/a>.<\/span><br \/>\n<!--more--><\/p>\n<blockquote><p><strong>About the Project:<\/strong> This project is a collaboration between Alicia Wanless (<a href=\"https:\/\/twitter.com\/lageneralista\">@lageneralista<\/a>)- Director of Communications, <a href=\"https:\/\/secdev-foundation.org\/\">SecDev Foundation<\/a>, Anatoliy Gruzd (<a href=\"https:\/\/twitter.com\/gruzd?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor\">@gruzd<\/a>) &#8211; Canada Research Chair in Social Media Data Stewardship, Philip Mai(<a href=\"https:\/\/twitter.com\/phmai\">@phmai<\/a>)-Research &amp; Communications Manager, and Marc Esteve (<a href=\"https:\/\/twitter.com\/netmev\">@netmev<\/a>) Postdoctoral Research Fellow, <a href=\"https:\/\/socialmedialab.ca\/web\/\">SOCIAL MEDIA LAB<\/a><\/p>\n<p>Facebook and other social media sites are transforming our politics. Today, when politicians such as Hillary Clinton, Donald Trump or Jeb Bush want to attract voters\u2019 attention, they turn to social media. Within seconds, a well-timed tweet or Facebook post can be delivered directly into the hands of supporters and the public at large. \u00a0For example, when Jeb Bush announced his intention to run for the US presidency, <a href=\"https:\/\/www.facebook.com\/login\/?next=https%3A%2F%2Fwww.facebook.com%2Fnotes%2Fjeb-bush%2Fa-note-from-jeb-bush%2F619074134888300%2F\">he used Facebook<\/a> to make the announcement.<\/p>\n<p>As more candidates and parties flock to social media, it is now easier\u00a0to analyse a candidate\u2019s campaign, both in terms of messaging and engagement, to determine how effective they are at using social media platform such as Facebook and to connect to their supporters. Knowing how, when, and what a candidate posts on social media says a lot about how they position themselves on the political stage, their campaign resources, their relative social media savviness \u2013 and even their personality \u2013 arguably all things that dictate where presidential hopefuls will land in polling.<\/p>\n<p>As part of the Lab&#8217;s ongoing \u00a0research on how social media is changing the ways in which people communicate, we have been collecting and analyzing\u00a0publicly available Facebook posts found on the official\u00a0Facebook Pages of the five leading\u00a0U.S. presidential candidates: Donald Trump,\u00a0Hillary Clinton, Bernie Sanders, Ted Cruz and Marco Rubio. The dataset used for this post was collected\u00a0during a period of one month from January 21 to February 22, 2016. To analyse the posts collected we used the Lab\u2019s automated social media analytics tool <a href=\"https:\/\/netlytic.org\/\">Netlytic<\/a>. \u00a0In addition,\u00a0we also manually reviewed and coded a small subset of the dataset containing the 25 most Liked posts from a two week period between February 2 and February 19, 2016.\u00a0We opted to study Facebook post for this research as the social network enjoys the highest rate of usage by Americans, with <a href=\"https:\/\/accounts.google.com\/v3\/signin\/identifier?dsh=S-1978923158%3A1676798676866954&amp;continue=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1dBUDzMzKgiklFMI_tiur07-GyC7_IcxZn0NvhWvZJ7c%2Fedit&amp;followup=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1dBUDzMzKgiklFMI_tiur07-GyC7_IcxZn0NvhWvZJ7c%2Fedit&amp;ltmpl=docs&amp;passive=1209600&amp;service=wise&amp;flowName=GlifWebSignIn&amp;flowEntry=ServiceLogin&amp;ifkv=AWnogHfKAQMp-DRfIbYOCcB4kvPH5WHKCib-QwEOrZVi1WElCtHtITGbkk5gTgYsqUw0N8TEbJheeA\">71% of the online U.S. adult population<\/a> enrolled. \u00a0And Americans are using Facebook to discuss politics. Of the most talked about topics on Facebook (both globally and in America) in 2015, the\u00a0<a href=\"https:\/\/about.fb.com\/news\/2015\/12\/2015-year-in-review\/\">U.S. presidential elections topped the list<\/a>.<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Note: This blog post\u00a0is part of a series entitled Facestumping \u2013 Presidential Campaigning on Facebook.\u00a0\u00a0The\u00a0link to the \u00a0first post in this series,&#8221;Thanks Be From Trump? Facestumping \u2013 Presidential Campaigning on Facebook (Part 1)&#8221; can be found here.\u00a0Over the next few days we will be sharing\u00a0additional blog posts featuring an analysis of Facebook posts from other [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":11407,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[491,37,265,264],"tags":[406,404],"class_list":["post-11406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-post","category-politics","category-research","category-web-apps","tag-berniesanders","tag-election2016"],"_links":{"self":[{"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/posts\/11406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/comments?post=11406"}],"version-history":[{"count":44,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/posts\/11406\/revisions"}],"predecessor-version":[{"id":21490,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/posts\/11406\/revisions\/21490"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/media\/11407"}],"wp:attachment":[{"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/media?parent=11406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/categories?post=11406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/socialmedialab.ca\/web\/wp-json\/wp\/v2\/tags?post=11406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}