{"id":187,"date":"2010-03-07T17:38:33","date_gmt":"2010-03-07T21:38:33","guid":{"rendered":"http:\/\/www.openbible.info\/blog\/?p=187"},"modified":"2017-03-04T20:58:40","modified_gmt":"2017-03-05T00:58:40","slug":"delving-into-lent-data","status":"publish","type":"post","link":"https:\/\/www.openbible.info\/blog\/2010\/03\/delving-into-lent-data\/","title":{"rendered":"Delving into Lent Data"},"content":{"rendered":"

Let\u2019s look a little more at some of the data on what Twitterers are giving up for Lent<\/a>.<\/p>\n

Categories of Things Given up by Location<\/h3>\n

As I only track in English what people are giving up, there are concentrations in English-speaking countries.<\/p>\n

\"Categories<\/a>
\nSize indicates the relative number of Twitterers in each country giving up something for Lent.<\/p>\n

\"Categories<\/a><\/p>\n

Categories of Things Given up by State<\/h3>\n

These visualizations show the differences (or lack thereof) in what people are giving up among U.S. states.<\/p>\n

\"Categories<\/a>
\nSize indicates the relative number of Twitterers in each state giving up something for Lent. Sorry, Alaska and Hawaii.<\/p>\n

\"Categories<\/a>
\nThe composition of each state\u2019s categories of tweets shows mostly minor variations among states. Some states (like Wyoming on the far right) have small numbers of tweets. I would have liked to use opacity or width to indicate this disparity but couldn’t figure out how to do it.<\/p>\n

Comparison between 2009 and 2010<\/h3>\n

This treemap shows how the data changed between 2009 and 2010. The size of the box shows the number of people giving up each category and thing, while color indicates the percentage change from last year: dark blue indicates the steepest drop; dark orange indicates the steepest rise. The second chart shows the same data more conventionally expressed.<\/p>\n

\"Categories<\/a><\/p>\n

\"Categories<\/p>\n

About the Visualizations<\/h3>\n

I created these charts mostly to explore how the new data-analysis software Tableau Public<\/a> works. One of its claims to fame is that you can publish interactive visualizations to the web, a feature I didn\u2019t take advantage of here. Tableau doesn\u2019t do treemaps, so I used Many Eyes<\/a> to create the treemap; the closest Tableau equivalent appears below the treemap.<\/p>\n","protected":false},"excerpt":{"rendered":"

Let\u2019s look a little more at some of the data on what Twitterers are giving up for Lent. Categories of Things Given up by Location As I only track in English what people are giving up, there are concentrations in English-speaking countries. Size indicates the relative number of Twitterers in each country giving up something […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[23,12,9],"tags":[],"_links":{"self":[{"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/posts\/187"}],"collection":[{"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/comments?post=187"}],"version-history":[{"count":11,"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/posts\/187\/revisions"}],"predecessor-version":[{"id":1159,"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/posts\/187\/revisions\/1159"}],"wp:attachment":[{"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/media?parent=187"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/categories?post=187"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.openbible.info\/blog\/wp-json\/wp\/v2\/tags?post=187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}