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	<title>Copernicus Consulting &#187; social networks</title>
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		<title>Spring rituals: the cultural significance of spring cleaning</title>
		<link>http://copernicusconsulting.net/springcleaning/</link>
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		<pubDate>Fri, 18 Mar 2011 14:51:58 +0000</pubDate>
		<dc:creator>Sam Ladner</dc:creator>
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		<description><![CDATA[Canadians love spring. If you&#8217;re not Canadian, I bet you&#8217;re thinking, &#8220;Of course they do; everyone does.&#8221; Ah but you do not &#8220;verstehen&#8221; Canada if you say such things. Indeed, I didn&#8217;t even &#8220;verstehen&#8221; Canada growing up on the West Coast &#8212; we didn&#8217;t even have snow!
Spring is approaching in Canada, and we feel it. [...]]]></description>
			<content:encoded><![CDATA[<p></p><p>Canadians love spring. If you&#8217;re not Canadian, I bet you&#8217;re thinking, &#8220;Of course they do; everyone does.&#8221; Ah but you do not <a href="http://copernicusconsulting.net/the-essence-of-qualitative-research-verstehen/">&#8220;verstehen&#8221;</a> Canada if you say such things. Indeed, I didn&#8217;t even &#8220;verstehen&#8221; Canada growing up on the West Coast &#8212; we didn&#8217;t even have snow!</p>
<div class="wp-caption aligncenter" style="width: 500px">
	<img title="Melting Snow" src="http://farm1.static.flickr.com/248/451203034_a5c87075ec.jpg" alt="" width="500" height="375" />
	<p class="wp-caption-text">Melting Snow courtesy of RicLaf on Flickr</p>
</div>
<p>Spring is approaching in Canada, and we feel it. The sun is shining on the frozen piles of yard waste, turning them into mucky, smelly goop. The last piles of snow are slowly melting, revealing the wonders of pre-winter litterbugs including old newspapers, old yoghurt containers, and of course, the ubiquitous plastic bag.</p>
<p>As winter recedes, spring reveals to us what we have happily, sleepily hidden for those long months inside. And it&#8217;s not pretty.</p>
<p>Spring cleaning is partly about cleaning up what&#8217;s left behind, but it&#8217;s also about moving our bodies and expanding the confines of our living space. We move out into our yards once again. We walk outside more frequently. We spend longer periods in semi-heated environments like the garage.</p>
<p>Spring cleaning is the ritual of reclaiming a greater amount of physical space for our human use. This is partly what&#8217;s underneath the venerable Canadian Tire&#8217;s new campaign called &#8220;Bring it.&#8221; The hardware retailer is evoking the Canadian ethos of battling the changes in season. <img class="aligncenter" title="Canadian Tire's Spring Cleaning Campaign" src="http://www.marketingmag.ca/wp-content/uploads/2011/03/ctire_1103.jpg" alt="" width="585" height="774" /></p>
<p>This man is cleaning his sexy, impractical sports car. He is also reclaiming his garage, which has likely be completely uninhabitable for the winter months.  He is ritually reclaiming this car and this space by clearing away the remnants of winter.</p>
<p>Spring cleaning is about re-asserting humans&#8217; power over nature. In theoretical terms, this is one of the &#8220;value orientations&#8221; of cultural analysis.</p>
<div id="attachment_534" class="wp-caption aligncenter" style="width: 574px">
	<a href="http://copernicusconsulting.net/blogimages/2011/03/valueorientation_model-e1300459636221.jpg"><img class="size-large wp-image-534  " title="valueorientation_model" src="http://copernicusconsulting.net/blogimages/2011/03/valueorientation_model-1024x346.jpg" alt="" width="574" height="194" /></a>
	<p class="wp-caption-text">Value Orientation Model</p>
</div>
<p>Spring cleaning, in a sense, is the ritualistic re-assertion of our power over nature. At least in Canada, it is!</p>

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		<title>What makes a weak tie?</title>
		<link>http://copernicusconsulting.net/what-makes-a-weak-tie/</link>
		<comments>http://copernicusconsulting.net/what-makes-a-weak-tie/#comments</comments>
		<pubDate>Wed, 29 Dec 2010 14:45:43 +0000</pubDate>
		<dc:creator>Sam Ladner</dc:creator>
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		<description><![CDATA[Social media today can take some wisdom from past research into social networks. Mark Granovetter’s famous sociological study of how people hear about job opportunities found that “weak ties” to friends and acquaintances are actually more beneficial than “strong ties” to family and close friends. Social media marketers need to consider who has weak ties [...]]]></description>
			<content:encoded><![CDATA[<p></p><p>Social media today can take some wisdom from past research into social networks. Mark Granovetter’s <a href="http://smg.media.mit.edu/classes/library/granovetter.weak.ties/granovetter.html">famous sociological study</a> of how people hear about job opportunities found that “weak ties” to friends and acquaintances are actually more beneficial than “strong ties” to family and close friends. Social media marketers need to consider who has weak ties and strong ties before designing <a href="http://copernicusconsulting.net/malcolm-gladwell-wrong-social/">a social media strategy</a>.</p>
<div class="wp-caption aligncenter" style="width: 430px">
	<img class=" " title="Social Network Diagram" src="http://upload.wikimedia.org/wikipedia/commons/6/68/Social-network.svg" alt="" width="430" height="260" />
	<p class="wp-caption-text">The Individual and The Network: Courtesy of Wikipedia</p>
</div>
<p>Weak ties are a product of social and psychological factors. Whether you’re designing an interaction, an experience, a marketing campaign or even an organizational itself, you should know what makes a “weak tie.” Weak ties are the source of precious information, like who’s hiring someone with your exact qualifications, where you can get the best deal on tires, or how good that new movie really is. Weak ties are the source of influence marketing, organizational innovation, and economic growth. In short, weak ties are the ties that matter.</p>
<p>What kind of person develops many weak ties? In his famous study, Granovetter <a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.128.7760&amp;rep=rep1&amp;type=pdf">did not measure certain psychological or sociological variables</a> to determine if there was a systematic difference between those with weak ties and those with strong ties. But there are reasons to believe that there is such a systematic difference.</p>
<p>I come from a small town full of people with thick, strong ties have held that community together for generations. Originally a prosperous West Coast Salish Community, Sechelt continues to be archetypical of strong ties. There is economic development there, yet there is little innovation, dynamism or rapid change that occurs in cities.</p>
<p>I came to Toronto, where I knew exactly two people, both of whom were “weak ties” or friends I had known from school. Granovetter’s analysis would show that these were exactly the right kinds of people to help me find economic opportunities. And indeed, he was right; one friend graciously opened her home to me as I started my new job in this new city. 13 years later, I still live in this city (minus a two-year sojourn back home for my Master’s degree and to rack up even more weak ties), and here I am.</p>
<p>I now run this research company by developing and honing my weak ties. Weak ties have brought Copernicus new colleagues, new business, and new ideas. I have many weak ties throughout the city and the continent. What kind of person am I? What are the missing variables from Granovetter’s study?</p>
<ul>
<li>I am well educated, with four degrees and armloads of weak ties from each university experience. Did this help me develop a wide social network?</li>
<li>I have cultural capital, having been trained which fork to use and when by my etiquette conscious mother. Did this help me develop a *quality* social network?</li>
<li>I am an extrovert, who is comfortable meeting strangers and talking to acquaintances. Did this pre-ordain me to have many weak ties?</li>
<li>I am a woman, who has been trained to consider social events part of my “gender job.” Does this encourage me to develop weak ties?</li>
<li>I am white, and have been given white privileges like walking into office buildings, record shops, and convenience stores with nary a blink from a security guard. Has this helped me make new weak ties?</li>
</ul>
<p>Sociologically speaking, weak ties are likely the result of a combination of social structures like race, gender, and social class. Psychologically speaking, weak ties are likely the result of constitutional personality traits, such as neuroticism or introversion/extroversion. Using both lenses, one can see that social capital is not built without a context; people are born into a personality, a body, and a social location which may &#8212; or may not &#8212; encourage the development of weak ties.</p>
<p>When you are designing a social media strategy, consider these social and psychological factors. Interaction designers would do well to gather insight around these variables specifically when doing design research, and incorporating them into their personas. Organization designers and HR consultants should consider that innovation does not happen simply because of “social media,” but because of specific social and psychological factors. And marketers should never believe that “if you build it, they will come.” Marketers should instead believe “if you build it, some of these specific types of people will come” to social media applications and campaigns.</p>

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		<title>Understanding Social Media: Social Theory 101</title>
		<link>http://copernicusconsulting.net/understanding-social-media-social/</link>
		<comments>http://copernicusconsulting.net/understanding-social-media-social/#comments</comments>
		<pubDate>Tue, 27 Apr 2010 13:06:03 +0000</pubDate>
		<dc:creator>Sam Ladner</dc:creator>
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		<guid isPermaLink="false">http://copernicusconsulting.net/?p=489</guid>
		<description><![CDATA[I was recently invited to speak at Ottawa&#8217;s Social Media Breakfast. The organizers, Simon Chen, Rob Lane and Ryan Anderson, asked me specifically to bring a sociologist&#8217;s understanding to social media. Below is my presentation. For the full version, with the notes, visit the full slideshare version.
My essential argument for the presentation was that we [...]]]></description>
			<content:encoded><![CDATA[<p></p><p>I was recently invited to speak at Ottawa&#8217;s Social Media Breakfast. The organizers, Simon Chen, Rob Lane and Ryan Anderson, asked me specifically to bring a sociologist&#8217;s understanding to social media. Below is my presentation. For the full version, with the notes, <a href="http://www.slideshare.net/sladner/understanding-social-media-02" target="_self">visit the full slideshare version.</a></p>
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<p>My essential argument for the presentation was that we don&#8217;t have enough deep understanding of &#8220;the social&#8221; in social media. Social media gurus abound these days, but too few of them actually understand social theory. Sociologists have been thinking about and r<a href="http://en.wikipedia.org/wiki/Claude_Henri_de_Rouvroy,_comte_de_Saint-Simon" target="_blank">esearching social interactions </a><a href="http://en.wikipedia.org/wiki/Claude_Henri_de_Rouvroy,_comte_de_Saint-Simon" target="_blank">for over a century</a>. Just because we are now using the Web doesn&#8217;t mean those essential insights are no longer valid. Quite, the contrary, I argue. Social theory is even more relevant today because it coheres and synthesizes design and marketing research. We need social theory to provide some weight, some shape to what we learn about social media use.</p>
<p>As an aside, I notice <a href="http://www.dachisgroup.com/social-business-design/" target="_self">&#8220;social business&#8221; is an emerging buzz word.</a> All business is social. Those <a href="http://darmano.typepad.com/logic_emotion/2010/04/socialbusiness_planning.html" target="_self">who argue &#8220;social business&#8221; is new</a> are missing the point; we have only just begun to realize social interaction is fundamental to business, in part because we have begun to engage in empathetic research projects such as ethnography. When you do quantitative surveys, for example, it&#8217;s incredibly easy to dismiss the real impact of your business policies on your customers or employees. But when you hang out with your employees and hear candid feedback about how you&#8217;ve organized your business processes, it&#8217;s impossible to ignore the social impact (<a href="http://shows.ctv.ca/UndercoverBoss.aspx" target="_blank">Undercover Boss</a> is a great example of this phenomenon). &#8220;Social business,&#8221; then, is the effect of &#8220;taking on the role of the other&#8221; in your employee or customer research. <strong>It is not new.</strong></p>
<p>But back to social media. I offer two social theories: social capital (Bourdieu) and dramaturgical theory (Goffman) to explain how we interact both on and off-line. Social networks are a source of wealth, says Bourdieu. Social interaction is a well-crafted play, says Goffman. I apply these theories to well executed, and not-so-well executed social media experiences.</p>
<p>Bourdieu understood our social networks to be a source of wealth. It&#8217;s what helps the rich get richer, he argued. Rich people know other people who can help them make more money or to keep the money they have. Sociologist Mark Granovetter found that in fact, it is the &#8220;weak ties&#8221; we have with our acquaintances that gets us jobs, for example. &#8220;Strong ties&#8221; with friends and family may enrich us spiritually but provide us fewer job opportunities.</p>
<p>Goffman had another framework for understanding social interaction: the theatre. Goffman believed social actors play roles when they interact. We have scripts, a wardrobe, a set, make-up, and a cast (or &#8220;team&#8221; as he called it). Embarrassment happens when the script slips. Imagine you must be both a manager, a father, a school buddy, and a cousin all at the same time. Embarrassing! This is what online social networks do to us everyday: they force us to play multiple roles at the same time. Good social media allows &#8220;audience segregation,&#8221; which lets us select which role to play when.</p>
<p>In the Q&amp;A afterward, I mentioned a few pieces of social research that would help people understand social theory. The first is</p>
<p><a href="McMillan, S. and M. Morrison (2006). &quot;Coming of Age With The Internet: A Qualitative Exploration of How The Internet Has Become An Integral Part of Young People's Lives.&quot; New Media and Society 8(1): 73-95. 	 " target="_blank">McMillan, S. and M. Morrison (2006). &#8220;Coming of Age With The Internet: A Qualitative Exploration of How The Internet Has Become An Integral Part of Young People&#8217;s Lives.&#8221; New Media and Society </a><strong><a href="McMillan, S. and M. Morrison (2006). &quot;Coming of Age With The Internet: A Qualitative Exploration of How The Internet Has Become An Integral Part of Young People's Lives.&quot; New Media and Society 8(1): 73-95. 	 " target="_blank">8</a></strong><a href="McMillan, S. and M. Morrison (2006). &quot;Coming of Age With The Internet: A Qualitative Exploration of How The Internet Has Become An Integral Part of Young People's Lives.&quot; New Media and Society 8(1): 73-95. 	 " target="_blank">(1): 73-95.</a></p>
<p>The second that is a wealth of information about social networking and online life:</p>
<p><a href="http://ca.wiley.com/WileyCDA/WileyTitle/productCd-0631235086.html" target="_blank">Wellman, B. and C. Haythornwait, Eds. (2002). The Internet in Everyday Life. New York, Blackwell.</a></p>
<p>And finally, the original sources:</p>
<p><a href="http://www.marxists.org/reference/subject/philosophy/works/fr/bourdieu-forms-capital.htm" target="_blank">Bourdieu, P. (1986). The forms of capital. Handbook of Theory And Research for The Sociology of Education. J. G. Richardson. New York, Greenwood</a><strong><a href="http://www.marxists.org/reference/subject/philosophy/works/fr/bourdieu-forms-capital.htm" target="_blank">: </a></strong><a href="http://www.marxists.org/reference/subject/philosophy/works/fr/bourdieu-forms-capital.htm" target="_blank">248.</a></p>
<p><a href="http://books.google.ca/books?id=qDhd138pPBAC&amp;dq=goffman+interaction+ritual&amp;printsec=frontcover&amp;source=bn&amp;hl=en&amp;ei=K-DWS42dDoG78ga4jLW3BQ&amp;sa=X&amp;oi=book_result&amp;ct=result&amp;resnum=4&amp;ved=0CBUQ6AEwAw#v=onepage&amp;q&amp;f=false" target="_blank">Goffman, E. (1967). Interaction Ritual: Essays on Face-to-Face Behaviour. New York, Pantheon Books.</a></p>

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		<title>Detecting Social Media Bullshit: A Sociologist&#8217;s View</title>
		<link>http://copernicusconsulting.net/detecting-social-media-bullshit-a-sociologists-view/</link>
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		<pubDate>Tue, 29 Sep 2009 15:00:21 +0000</pubDate>
		<dc:creator>Sam Ladner</dc:creator>
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		<description><![CDATA[Social media &#8220;gurus&#8221; abound these days. Which ones are worth listening to and which ones are bullshitters?
Philosopher Harry Frankfurt exposed bullshitters in his famous essay &#8220;On Bullshit.&#8221; The liar knows what the truth is and cares very much about concealing it. The bullshitter, on the other hand, doesn&#8217;t care what the truth is and has [...]]]></description>
			<content:encoded><![CDATA[<p></p><p>Social media &#8220;gurus&#8221; abound these days. Which ones are worth listening to and which ones are bullshitters?</p>
<p>Philosopher Harry Frankfurt exposed bullshitters in his famous essay <a href="http://web.archive.org/web/20040212054855/http://www.jelks.nu/misc/articles/bs.html">&#8220;On Bullshit.&#8221;</a> The liar knows what the truth is and cares very much about concealing it. The bullshitter, on the other hand, doesn&#8217;t care what the truth is and has no compunction in stretching it.</p>
<p>The same goes for social media &#8220;gurus.&#8221; Those that care what about rigourous examination of the social may be wrong, but at least they take great pains to analyze the phenomenon. Those that don&#8217;t care about systematic, theoretically informed social inquiry are interested only in stretching or shaping their own agendas.</p>
<p>How can you tell the difference?</p>
<p>Here are a few signs you&#8217;re dealing with a social media bullshitter.</p>
<ol>
<li><strong>They skate over the tension between structure and agency: </strong>The tension between <a href="http://www.princeton.edu/~sociolog/grad/courses/spring1996/soc599.html">structure and agency is an age-old sociological debate</a>. Social media bullshitters somehow miss this very important point. They often argue that implementing social media or social business design will somehow evaporate decades or even centuries of organizational structures. If your social media guru tells you that adding social media and stirring will create equality, harmony, and profits, begin to question them. If, on the other hand, they tell you that your organization does not live in a vacuum, and that your social media will be integrated in people&#8217;s existing lives with their existing economic, technological, and ethnically grounded experience, then they may be onto something.</li>
<li><strong> They use the same social research methods every time: </strong> A classically trained sociologist is trained in both qualitative and quantitative methods. They are designers in the sense that they have expertise, which they draw upon selectively, according to the research question. Social media bullshitters, on the other hand, likely have a common stock of tools that they use repeatedly, regardless of the nuance of the research question. If their answer is always, &#8220;do a focus group,&#8221; or always, &#8220;do a survey,&#8221; then question them.</li>
<li><strong>They see no paradoxes. Ever: </strong>Sociologists are constantly grappling with paradoxes. Weber&#8217;s famous paradoxical finding was that bureaucracies are both efficient and inefficient. They work wonders building and <a href="http://www2.cddc.vt.edu/digitalfordism/fordism_materials/brown.htm">managing railroads</a>, for example, but they result in horrible catastrophes like the <a href="http://www.press.uchicago.edu/presssite/metadata.epl?mode=synopsis&amp;bookkey=3634460">Challenger disaster</a>. Weber explained this paradox by arguing that rationality, or the rule of rules, is an &#8220;iron cage,&#8221; that keeps us safe but enslaved. If your social media guru claims there will be no paradox, nuance, or ambiguity, question them.</li>
<li><strong>They don&#8217;t know what social capital really is: </strong> Social capital is not something one can measure in terms of bank balances. It was the creation of French sociologist <a href="http://www.kirjasto.sci.fi/bourd.htm">Pierre Bourdieu</a> (come to think of it, the bullshitters wouldn&#8217;t know that either). <a href="http://scholar.google.ca/scholar?q=bourdieu+Social+capital&amp;hl=en&amp;client=firefox-a&amp;rls=org.mozilla:en-US:official&amp;hs=Ked&amp;um=1&amp;ie=UTF-8&amp;oi=scholart">Social capital</a> is something one develops by being in a particular social location. I may go to an exclusive boarding school. My social capital is my network of well-off friends. Social capital is a particularly important concept when thinking about social media. Bourdieu noted that those in lower economic classes explicitly reject items they consider &#8220;above their station.&#8221; This means that luxury or &#8220;top of the line&#8221; is <a href="http://copernicusconsulting.net/2007/07/11/what-designers-need-to-know-about-economic-class/">not always your best approach.</a></li>
</ol>
<p>The bottom line is this: social media bullshitters have no knowledge of social theory or methodology. Trust a person who provides no easy answer, who carefully selects their research method, and who understands complex concepts.</p>
<p>Do you have more signs of being a social media bullshitter? Please share them here!</p>

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		<title>How can an organization design social capital?</title>
		<link>http://copernicusconsulting.net/how-can-an-organization-design-social-capital/</link>
		<comments>http://copernicusconsulting.net/how-can-an-organization-design-social-capital/#comments</comments>
		<pubDate>Wed, 19 Aug 2009 15:59:10 +0000</pubDate>
		<dc:creator>Sam Ladner</dc:creator>
				<category><![CDATA[bourdieu]]></category>
		<category><![CDATA[ethnography]]></category>
		<category><![CDATA[qualitative research]]></category>
		<category><![CDATA[social capital]]></category>
		<category><![CDATA[social networks]]></category>
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		<category><![CDATA[book review]]></category>
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		<guid isPermaLink="false">http://designresearch.wordpress.com/?p=240</guid>
		<description><![CDATA[New research finds that there are seven key factors that promote social capital. In his book, Unanticipated Gains, Mario Luis Small did an ethnography of New York daycare centres. What he finds may surprise you: daycare centres are great &#8220;brokers&#8221; for social capital. I describe his findings on the Social Capital Value Add blog:
Small argues [...]]]></description>
			<content:encoded><![CDATA[<p></p><p>New research finds that there are seven key factors that promote social capital. In his book, <em>Unanticipated Gains, </em>Mario Luis Small did an ethnography of New York daycare centres. What he finds may surprise you: daycare centres are great &#8220;brokers&#8221; for social capital. I describe his findings on the Social Capital Value Add blog:</p>
<blockquote><p>Small argues that actors get involved in networks in particular ways that are structured by the organizations themselves. What are the effects of organizational involvement on social capital? And how can organizations nurture the development of social capital?</p></blockquote>
<p>Read the <a href="http://socialcapitalvalueadd.com/2009/08/18/7-conditions-for-creating-social-capital-unanticipated-gains-book-review/">entire post.</a></p>

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		<title>Data-driven social interaction: The difference between analogue and digital part III</title>
		<link>http://copernicusconsulting.net/data-driven-social-interaction-the-difference-between-analogue-and-digital-part-iii/</link>
		<comments>http://copernicusconsulting.net/data-driven-social-interaction-the-difference-between-analogue-and-digital-part-iii/#comments</comments>
		<pubDate>Tue, 30 Jun 2009 15:49:42 +0000</pubDate>
		<dc:creator>Sam Ladner</dc:creator>
				<category><![CDATA[anthropology]]></category>
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		<guid isPermaLink="false">http://designresearch.wordpress.com/?p=221</guid>
		<description><![CDATA[Data-driven social experience is an entirely new manner of social interaction, one that obscures our emotional connections to people. Data makes social relationships visible, knowable, and countable in unprecedented ways. But it does not &#8212; and cannot &#8212; convey the emotional experience of social interaction. I&#8217;ve already discussed how digital technologies transform text and time. [...]]]></description>
			<content:encoded><![CDATA[<p></p><p>Data-driven social experience is an entirely new manner of social interaction, one that obscures our emotional connections to people. Data makes social relationships visible, knowable, and countable in unprecedented ways. But it does not &#8212; and cannot &#8212; convey the emotional experience of social interaction. I&#8217;ve already discussed how digital technologies transform <a href="http://designresearch.wordpress.com/2009/06/02/the-difference-between-analogue-and-digital-part-i-text/">text</a> and <a href="http://designresearch.wordpress.com/2009/06/16/the-difference-between-analogue-and-digital-part-ii-time/">time</a>. Now I want to explore how &#8220;data&#8221; transforms social experience.</p>
<p>Take the notion of the &#8220;social network.&#8221; Most people (especially those that read blogs!) think these synonymous with Web sites like Facebook. Truth be told, social network analysis has existed for almost a century. We&#8217;ve all heard the term &#8220;<a href="http://smallworld.columbia.edu/description.html">six degrees of separation</a>,&#8221; but most of us don&#8217;t know that was coined by none other that <a href="http://www.stanleymilgram.com/">Stanley Milgram</a>, of the &#8220;shock experiments&#8221; fame, when he tracked letters mailed around the world.</p>
<p>Social networks are exceedingly difficult to know from a quantitative perspective. We all live inside social networks but we have a very hard time knowing how these networks are constructed. We may know, for example, that our friend Jeff is friends with another one, Sarah, but we don&#8217;t know if Sarah knows Jeff&#8217;s partner Sam. <a href="http://www.insna.org/">Social network analysis</a> is a set of methods designed to learn exactly that.</p>
<p>Now imagine your social network, as it is represented on Facebook (what, you&#8217;re not on Facebook?). Below is an image from <a href="http://www.visualcomplexity.com/vc/project.cfm?id=488">Visual Complexity</a> that renders a social network visibly but also very easily, simply by mining the data inherent in Facebook&#8217;s structure:</p>
<p style="text-align: center;">
<div class="wp-caption aligncenter" style="width: 400px">
	<a href="http://www.visualcomplexity.com/vc/project.cfm?id=488"><img title="Social Network Map of Facebook" src="http://www.visualcomplexity.com/vc/images/488_big01.jpg" alt="from Visual Complexity" width="400" height="300" /></a>
	<p class="wp-caption-text">from Visual Complexity</p>
</div>
<p>Note how we instantly and easily know how institutions are connected, and through which people. Previously, researchers would have to conduct extensive and expensive surveys to get these data. Now these data are easily calculated and visualized by anyone with access to a social network online.</p>
<p>Some people are talking about this visualization as a piece of intellectual property. Alex Iskold on Mashable, for example, <a href="http://www.readwriteweb.com/archives/social_graph_concepts_and_issues.php">asks &#8220;Who owns the social map?&#8221;</a> I go further and ask, &#8220;What does it mean that our social world is mappable?&#8221;</p>
<p>Our social world is now infiltrated by masses of data. These data inform us about the structure of our interactions with others in ways that we could not recall correctly if asked. Suddenly we can now see our social world reflected back to us, punctuated by institutions, and social structures. When we see our social network through the eyes of data, we see the names of organizations, or the institutional affiliation of the people. We do not &#8220;see&#8221; the emotional experience that created our connections in the first place.</p>
<p>Suddenly, we may think we really are not that close with Jeff, because his partner Sam is really not friends with anyone I know. I can also see that Sarah and I have very few friends in common, which may lead me to think I don&#8217;t have much of a future friendship with her.</p>
<p>Those data crowd out the qualitative, embodied experience of the laughs I shared with Jeff and Sam at their cottage last summer. Those data obscure the fact that Sarah and I shared 3 long months as call centre employees together, a time that bonded us forever. A data-filled social world is one that masks the visceral, emotional experiences of face-to-face interaction.</p>
<p>Digital social life is revealed to us in fragmented, mashed up ways. Such ways were impossible before the freely available data on social networks, data that is now so ubiquitous, we don&#8217;t even see it.</p>

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