{"id":1496,"date":"2010-03-09T16:24:25","date_gmt":"2010-03-09T21:24:25","guid":{"rendered":"http:\/\/www.easterbrook.ca\/steve\/?p=1496"},"modified":"2010-03-12T16:23:36","modified_gmt":"2010-03-12T21:23:36","slug":"from-data-to-narrative-to-meta-narrative","status":"publish","type":"post","link":"https:\/\/www.easterbrook.ca\/steve\/2010\/03\/from-data-to-narrative-to-meta-narrative\/","title":{"rendered":"From data, to narrative, to meta-narrative"},"content":{"rendered":"<p>I like playing with data. One of my favourite tools is <a title=\"Gapminder site\" href=\"http:\/\/www.gapminder.org\/\" target=\"_blank\">Gapminder<\/a>, which allows you to plot graphs with any of a large number of country-by-country indicators, and even animate the graphs to see how they change over time. For example, looking at their CO2 emissions data, I could plot\u00a0<a title=\"Gapminder: CO2 emissions against population\" href=\"http:\/\/graphs.gapminder.org\/world\/index.php#$majorMode=chart$is;shi=t;ly=2003;lb=f;il=t;fs=11;al=30;stl=t;st=t;nsl=t;se=t$wst;tts=C$ts;sp=6;ti=2006$zpv;v=0$inc_x;mmid=XCOORDS;iid=phAwcNAVuyj0XOoBL_n5tAQ;by=ind$inc_y;mmid=YCOORDS;iid=phAwcNAVuyj1NHPC9MyZ9SQ;by=ind$inc_s;uniValue=8.21;iid=phAwcNAVuyj0XOoBL_n5tAQ;by=universal$inc_c;uniValue=255;gid=CATID0;by=grp$map_x;scale=log;dataMin=0;dataMax=1458024460$map_y;scale=log;dataMin=0;dataMax=6103493000$cd;bd=0$inds=\" target=\"_blank\">CO2 emissions against population<\/a> (notice the yellow and red dots at the top: the US and China respectively &#8211; both with similar total annual emissions, but the US much worse on emissions per person). Press the &#8216;play&#8217; button to see everyone&#8217;s emissions grow year-by-year, and play around with different indicators.<\/p>\n<p>Gapminder looks good, but it&#8217;s lacking a <em>narrative<\/em> &#8211; these various graphs are only really interesting when used to tell a story. You get some sense of how to add narrative with the videos of presentations based on Gapminder, for example, <a title=\"Gapcast on Carbon Dioxide emissions\" href=\"http:\/\/www.gapminder.org\/videos\/gapcasts\/gapcast-10-energy\/\" target=\"_blank\">this gapcast<\/a>, which creates a narrative around the CO2 emissions data for the US and China.<\/p>\n<p>But <em>narrative<\/em> on its own isn&#8217;t enough. We also need a way to <em>challenge<\/em> such narratives. For example, the gapcast above makes it clear that China&#8217;s gross annual emissions caught up with the US in the last couple of years, largely because of China&#8217;s reliance on coal as a cheap source of electricity. But what it doesn&#8217;t tell you is that a significant chunk (one fifth) of China&#8217;s emissions are due to <a title=\"Nature.com on Caldeira and Davis' analysis of carbon emissions of exports\" href=\"http:\/\/blogs.nature.com\/news\/thegreatbeyond\/2010\/03\/extent_of_carbon_outsourcing_r.html\" target=\"_blank\">carbon outsourcing<\/a>: creation of goods and services exported to the west. In other words, one fifth of China&#8217;s emissions really ought to be counted as belonging to the US and Europe, because it&#8217;s our desire for cheap stuff that leads to all that coal being burnt. Without this information, the Gapminder graphs are misleading.<\/p>\n<p>The only tool I&#8217;ve come across so far for challenging narratives in this way is:\u00a0<em>the blog<\/em>. Many of my favourite blog posts are written as reactions (challenges) to someone else&#8217;s narrative. Which leads me to suggest that the primary value of a blog isn&#8217;t so much the contents <em>per se<\/em>, but the way each post creates new links between existing chunks of information, and adds commentary to those links. Now if only I had a tool for visualizing those links, so I could get an overview of who&#8217;s commenting on what, without having to read through thousands of blog posts&#8230;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I like playing with data. One of my favourite tools is Gapminder, which allows you to plot graphs with any of a large number of country-by-country indicators, and even animate the graphs to see how they change over time. For example, looking at their CO2 emissions data, I could plot\u00a0CO2 emissions against population (notice the [&hellip;]<\/p>\n","protected":false},"author":392,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7,14],"tags":[],"aioseo_notices":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/posts\/1496"}],"collection":[{"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/users\/392"}],"replies":[{"embeddable":true,"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/comments?post=1496"}],"version-history":[{"count":4,"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/posts\/1496\/revisions"}],"predecessor-version":[{"id":1537,"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/posts\/1496\/revisions\/1537"}],"wp:attachment":[{"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/media?parent=1496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/categories?post=1496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.easterbrook.ca\/steve\/wp-json\/wp\/v2\/tags?post=1496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}