{"id":3444,"date":"2014-10-23T12:21:00","date_gmt":"2014-10-23T11:21:00","guid":{"rendered":"http:\/\/mappinglondon.co.uk\/?p=3444"},"modified":"2014-10-23T14:42:24","modified_gmt":"2014-10-23T13:42:24","slug":"geodemographics-of-londoners","status":"publish","type":"post","link":"https:\/\/mappinglondon.co.uk\/2014\/geodemographics-of-londoners\/","title":{"rendered":"Geodemographics of Londoners"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/mappinglondon.co.uk\/wp-content\/uploads\/2014\/10\/loac.png\" alt=\"loac\" width=\"815\" height=\"513\" class=\"aligncenter size-full wp-image-3448\" srcset=\"https:\/\/mappinglondon.co.uk\/wp-content\/uploads\/2014\/10\/loac.png 815w, https:\/\/mappinglondon.co.uk\/wp-content\/uploads\/2014\/10\/loac-300x188.png 300w\" sizes=\"auto, (max-width: 815px) 100vw, 815px\" \/><\/p>\n<p>Today, a new version of the Greater London Authority (GLA)&#8217;s <a href=\"http:\/\/data.london.gov.uk\/\">London Datastore<\/a> launches, with an updated look, a new responsive data dashboard, and various new datasets being made available, including two key geodemographic datasets &#8211; that is, datasets which succinctly describe the population of an area.<\/p>\n<h3>LOAC<\/h3>\n<p>One set, produced by <a href=\"http:\/\/www.alex-singleton.com\/\">Dr Alex Singleton<\/a> at the University of Liverpool, is the <a href=\"http:\/\/www.opengeodemographics.com\/index.php#LOAC-section\">London Output Area Classification (LOAC)<\/a>. LOAC looks purely at recent census area data for just London, using similarity clustering to put each of ~32000 small London areas into one of 8 groups (each then subdivided into 2-4 subgroups for further insight). <\/p>\n<p>I&#8217;ve taken this dataset and produced <a href=\"http:\/\/loac.datashine.org.uk\/\">the LOAC Map<\/a>. An excerpt of part of the map for north London is above, but be sure to try the <a href=\"http:\/\/loac.datashine.org.uk\/\">interactive version<\/a> &#8211; a popup will describe the current area as you mouseover it. Buttons at the top allow you to map just a single group, to find out different areas with a similar population.<\/p>\n<div style='text-align: center; padding: 10px; margin: 10px 50px 20px 50px; background-color: #eee; font-weight: bold;'><a href=\"http:\/\/loac.datashine.org.uk\/\">View LOAC Map here<\/a><\/div>\n<h3>Whereabouts London<\/h3>\n<p>The team at <a href=\"https:\/\/futurecities.catapult.org.uk\/\">Future Cities Catapult<\/a> have also produced their own, alternative cluster of GLA-area aggregated data both from the census and additional more novel open sources (e.g. greenspace survey and <a href=\"http:\/\/webscope.sandbox.yahoo.com\/catalog.php?datatype=i&#038;did=67\">Flickr photo numbers<\/a>), again producing an interactive map (excerpt below) of 8 different classifications. The project is called <a href=\"http:\/\/whereaboutslondon.org\/#\/map\">Whereabouts London<\/a>. Here, clicking on an area will reveal a set of charts showing the typical characteristics of the grouping that the area is in. Whereabouts London is fully open source, with the code behind the clustering <a href=\"https:\/\/bitbucket.org\/fcclab\/command-line-k-means-data-clusterer\">available on BitBucket<\/a>.<\/p>\n<p>Whereabouts London takes a pure-vector approach to showing the areas, with all areas that fit into each category highlighting when you mouse-over them. Similarly to LOAC, they have also used a vivid colour palette. The website is fully responsive, so should work well for checking out an area you are in, on your smartphone.<\/p>\n<div style='text-align: center; padding: 10px; margin: 10px 50px 20px 50px; background-color: #eee; font-weight: bold;'><a href=\"http:\/\/whereaboutslondon.org\/#\/map\">View Whereabouts London here<\/a><\/div>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/mappinglondon.co.uk\/wp-content\/uploads\/2014\/10\/whereabouts2.png\" alt=\"whereabouts2\" width=\"797\" height=\"552\" class=\"aligncenter size-full wp-image-3460\" srcset=\"https:\/\/mappinglondon.co.uk\/wp-content\/uploads\/2014\/10\/whereabouts2.png 797w, https:\/\/mappinglondon.co.uk\/wp-content\/uploads\/2014\/10\/whereabouts2-300x207.png 300w\" sizes=\"auto, (max-width: 797px) 100vw, 797px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Today, a new version of the Greater London Authority (GLA)&#8217;s London Datastore launches, with an updated look, a new responsive data dashboard, and various new<\/p>\n","protected":false},"author":1,"featured_media":3448,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[608,240,433,217,609,230,607,249,113],"class_list":["post-3444","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-demographics","tag-category","tag-census","tag-classification","tag-data-2","tag-datastore","tag-demographics-2","tag-geodemographics","tag-gla","tag-population"],"_links":{"self":[{"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/posts\/3444","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/comments?post=3444"}],"version-history":[{"count":25,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/posts\/3444\/revisions"}],"predecessor-version":[{"id":3472,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/posts\/3444\/revisions\/3472"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/media\/3448"}],"wp:attachment":[{"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/media?parent=3444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/categories?post=3444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mappinglondon.co.uk\/wp-json\/wp\/v2\/tags?post=3444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}