{"id":651717,"date":"2013-04-10T08:00:45","date_gmt":"2013-04-10T12:00:45","guid":{"rendered":"http:\/\/serkadis.com\/index\/?guid=de1694f1ad896012a238749c4084cd7e"},"modified":"2013-04-09T14:55:46","modified_gmt":"2013-04-09T18:55:46","slug":"visualizing-hip-hop-lyrics-as-cultural-indicator","status":"publish","type":"post","link":"https:\/\/mereja.media\/index\/651717","title":{"rendered":"Visualizing Hip-Hop Lyrics as Cultural Indicator"},"content":{"rendered":"<p><em>Editor&#8217;s note: We&#8217;ve asked contributors to the <a href=\"http:\/\/hbr.org\/special-collections\/insight\/visualizing-data\">Visualizing Data Insight Center<\/a> to show us some of their favorite examples of dataviz with short explanations of what makes those visualizations so effective. Today, HBR senior editor Jeff Kehoe shares one of his favorites.<\/em><\/p>\n<p>People often think of data visualization as an alternative to representation in words. But there are creative, effective visualizations that have been developed that vividly illustrate how, and how often, words themselves are used by people in various contexts. Note the recent rise in popularity of <a href=\"https:\/\/www.google.com\/search?q=word+cluster+tool&#038;hl=en&#038;tbm=isch&#038;tbo=u&#038;source=univ&#038;sa=X&#038;ei=EtpiUYCLLOTx0wHfjYDQAg&#038;ved=0CGoQsAQ&#038;biw=1280&#038;bih=899\">word cluster tools<\/a>. <\/p>\n<p>These kinds of tools can go even deeper, to highlight interesting and powerful cultural indicators. I&#8217;m a hip-hop fan, so this particular data viz caught my attention last week. It charts brand references to champagne in rap songs from 1979 to the present. (See the <a href=\"http:\/\/www.fastcompany.com\/3007753\/hip-hop-word-count-living-breathing-database-every-word-every-rap-song-ever?partner=newsletter#1\">full visualization at Fast Company<\/a>):<\/p>\n<p><a href=\"http:\/\/blogs.hbr.org\/cs\/assets_c\/2013\/04\/hiphopviz-3732.html\" onclick=\"window.open('http:\/\/blogs.hbr.org\/cs\/assets_c\/2013\/04\/hiphopviz-3732.html','popup','width=577,height=416,scrollbars=no,resizable=no,toolbar=no,directories=no,location=no,menubar=no,status=no,left=0,top=0'); return false\"><img decoding=\"async\" src=\"http:\/\/blogs.hbr.org\/cs\/assets_c\/2013\/04\/hiphopviz-thumb-580x418-3732.jpg\"  alt=\"hiphopviz.jpg\" class=\"mt-image-left\" style=\"float: left; margin: 0 20px 20px 0;\" \/><\/a><\/p>\n<p>The idea of tracking changing cultural references across artists, or the changing vocab styles amongst groups or individual artists, turns me on. As more and more of the world&#8217;s textual knowledge, recorded in books and other printed material, gets digitized, we&#8217;ll be able to visualize and explore more about ourselves. The possibilities are pretty mind-boggling.<\/p>\n<div class=\"insight-center\">\n<div class=\"insight-center-head\" style=\"font-size:18px; line-height:1.1em;\">Visualizing Data<br \/><span style=\"font-size:14px;\">An HBR Insight Center<\/span><\/div>\n<div class=\"insight-center-img\">\n        <A HREF=\"http:\/\/hbr.org\/special-collections\/insight\/visualizing-data\"><img decoding=\"async\" src=\"http:\/\/hbr.org\/hbrg-main\/resources\/images\/special-collections\/insight\/visualizing-data\/357x215-0313-insightcenter-11.jpg\"><\/A>\n    <\/div>\n<div class=\"insight-center-list\">\n<ul>\n<li><a href=\"http:\/\/blogs.hbr.org\/cs\/2013\/04\/how_p_and_g_presents_data.html\">How P&#038;G Presents Data to Decision-Makers<\/a><\/li>\n<li><a href=\"http:\/\/blogs.hbr.org\/cs\/2013\/04\/visualization_as_process.html\">Visualization as Process, Not Output<\/a><\/li>\n<li><a href=\"http:\/\/blogs.hbr.org\/hbr\/hbreditors\/2013\/04\/ten_years_of_news_corp_income.html\">Ten Years of News Corp. Income Data in Less Than a Minute<\/a><\/li>\n<li><a href=\"http:\/\/blogs.hbr.org\/cs\/2013\/03\/when_presenting_your_data_get.html\">When Presenting Your Data, Get to the Point Fast<\/a><\/li>\n<\/ul><\/div>\n<\/div>\n<div class=\"feedflare\">\n<a href=\"http:\/\/feeds.harvardbusiness.org\/~ff\/harvardbusiness?a=Uh3TxPs1b-g:q12pEOBLs6o:yIl2AUoC8zA\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/harvardbusiness?d=yIl2AUoC8zA\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.harvardbusiness.org\/~ff\/harvardbusiness?a=Uh3TxPs1b-g:q12pEOBLs6o:bcOpcFrp8Mo\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/harvardbusiness?d=bcOpcFrp8Mo\" border=\"0\"><\/img><\/a>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~r\/harvardbusiness\/~4\/Uh3TxPs1b-g\" height=\"1\" width=\"1\"\/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Editor&#8217;s note: We&#8217;ve asked contributors to the Visualizing Data Insight Center to show us some of their favorite examples of dataviz with short explanations of what makes those visualizations so effective. Today, HBR senior editor Jeff Kehoe shares one of his favorites. People often think of data visualization as an alternative to representation in words. [&hellip;]<\/p>\n","protected":false},"author":8008,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-651717","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/posts\/651717","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/users\/8008"}],"replies":[{"embeddable":true,"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/comments?post=651717"}],"version-history":[{"count":0,"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/posts\/651717\/revisions"}],"wp:attachment":[{"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/media?parent=651717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/categories?post=651717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mereja.media\/index\/wp-json\/wp\/v2\/tags?post=651717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}