{"id":662,"date":"2011-05-29T17:10:16","date_gmt":"2011-05-29T22:10:16","guid":{"rendered":"https:\/\/ideasillustrated.com\/blog\/?p=662"},"modified":"2019-04-09T18:30:08","modified_gmt":"2019-04-09T18:30:08","slug":"six-degrees-of-joy-division","status":"publish","type":"post","link":"https:\/\/ideasillustrated.com\/blog\/2011\/05\/29\/six-degrees-of-joy-division\/","title":{"rendered":"Six Degrees of Joy Division"},"content":{"rendered":"<p>My <a href=\"http:\/\/www.atomic-records.com\/\" target=\"_blank\" rel=\"noopener nofollow\">local record store<\/a> used to have this great poster&nbsp;on the back wall that explained how&nbsp;several dozen&nbsp;British indie bands from the 80s were all&nbsp;linked together through their various group members. The title of the poster was something like &#8220;Why All These Bands Sound the Same&#8221; and it was clearly&nbsp;a tongue-and-cheek slam of the&nbsp;gloomy post-punk sound&nbsp;of musical groups like <a href=\"http:\/\/www.allmusic.com\/artist\/bauhaus-p3638\" target=\"_blank\" rel=\"noopener nofollow\">Bauhaus<\/a> and <a href=\"http:\/\/www.allmusic.com\/artist\/the-smiths-p5466\" target=\"_blank\" rel=\"noopener nofollow\">the Smiths<\/a>.<\/p>\n<p>I loved the design concept and looked for the poster when the store finally went out of business a few years ago. Although I never found it,&nbsp;it occurred to me recently that I might be able to reconstruct the graphic using&nbsp;some modern tools and data from the online music site <a href=\"http:\/\/www.allmusic.com\/\" target=\"_blank\" rel=\"noopener nofollow\">AllMusic.com<\/a>.<\/p>\n<p>AllMusic is&nbsp;an outstanding musical resource and their meticulous site formatting allowed me to write a program that would crawl from page to page gathering information about interrelated bands and band members as it went. I decided to use the group <a href=\"http:\/\/www.allmusic.com\/artist\/joy-division-p71273\" target=\"_blank\" rel=\"noopener nofollow\">Joy Division<\/a> as a starting point because I liked the movie <a href=\"http:\/\/www.imdb.com\/title\/tt0421082\/\" target=\"_blank\" rel=\"noopener nofollow\">Control<\/a> and had a vague memory of that particular band name&nbsp;appearing on the poster. The program ran over night &#8230; evaluating 37,538 separate pages before it completed its run.<\/p>\n<p>Using the IBM visualization tool, <a href=\"http:\/\/www-958.ibm.com\/software\/data\/cognos\/manyeyes\/\" target=\"_blank\" rel=\"noopener nofollow\">Many Eyes<\/a>, I created a network diagram of the bands that are within six steps of my &#8220;seed&#8221; group. The full interactive results are at the end of the post (worth the effort if the Many Eyes site is working) but here is a detail:<\/p>\n<p>&gt;<br \/>\n<a href=\"https:\/\/ideasillustrated.com\/blog\/wp-content\/uploads\/2011\/05\/JD_network_detail_chart.bmp\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-721\" title=\"JD_network_detail_chart\" src=\"https:\/\/ideasillustrated.com\/blog\/wp-content\/uploads\/2011\/05\/JD_network_detail_chart.bmp\" alt=\"\"><\/a><\/p>\n<h3>The Joy Division Network<\/h3>\n<p>At nearly 38K records, this particular musical network covers a huge swath of Anglo-American rock-and-roll and includes almost all of the major groups in the <a href=\"http:\/\/www.allmusic.com\/explore\/genre\/pop-rock-d20\" target=\"_blank\" rel=\"noopener nofollow\">Pop\/Rock<\/a> genre. What&#8217;s perhaps most interesting about this massive network is the fact that Joy Division is only linked to two bands directly, the acclaimed <a href=\"http:\/\/www.allmusic.com\/artist\/new-order-p5017\" target=\"_blank\" rel=\"noopener nofollow\">New Order<\/a> (formed in 1980 after the death of JD vocalist <a href=\"http:\/\/www.allmusic.com\/artist\/freebass-p1029872\" target=\"_blank\" rel=\"noopener nofollow\">Ian Curtis<\/a>) and the Manchester supergroup <a href=\"http:\/\/www.allmusic.com\/artist\/freebass-p1029872\" target=\"_blank\" rel=\"noopener nofollow\">Freebass<\/a> (formed in 2004). All other connections are indirect, with a total of 20 degrees of separation between Joy Division and the most distant band in the network, post-grunge Los Angeles outfit <a href=\"http:\/\/www.allmusic.com\/artist\/open-hand-p553368\/biography\" target=\"_blank\" rel=\"noopener nofollow\">Open Hand<\/a> (formed in 2000).<\/p>\n<p>&gt;<br \/>\n<a href=\"https:\/\/ideasillustrated.com\/blog\/wp-content\/uploads\/2011\/05\/allmusic-sampler-chart1.gif\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-701\" title=\"allmusic-sampler-chart1\" src=\"https:\/\/ideasillustrated.com\/blog\/wp-content\/uploads\/2011\/05\/allmusic-sampler-chart1.gif\" alt=\"\" width=\"742\" height=\"987\"><\/a><\/p>\n<p>&nbsp;<\/p>\n<h3><a href=\"https:\/\/ideasillustrated.com\/blog\/wp-content\/uploads\/2011\/05\/allmusic-sampler-chart2.gif\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-775\" title=\"allmusic-sampler-chart2\" src=\"https:\/\/ideasillustrated.com\/blog\/wp-content\/uploads\/2011\/05\/allmusic-sampler-chart2.gif\" alt=\"\" width=\"742\" height=\"1005\"><\/a><\/h3>\n<h3>Other Thoughts on the Data<\/h3>\n<p>The first odd thing I noticed about the network was that, by focusing on the relationships <em>between<\/em> bands, the network excludes a lot of&nbsp;well-known solo artists. Even when these musicians joined a band, their independent careers limited these associations to one or two instances. The best example of this situation would be someone like <a href=\"http:\/\/www.allmusic.com\/artist\/elvis-presley-p5175\" target=\"_blank\" rel=\"noopener nofollow\">Elvis Presley<\/a> or <a href=\"http:\/\/www.allmusic.com\/artist\/johnny-cash-p1548\" target=\"_blank\" rel=\"noopener nofollow\">Johnny Cash<\/a>. Both of these artists were loosely linked together through a glorified hootenanny called <a href=\"http:\/\/www.allmusic.com\/artist\/the-million-dollar-quartet-p26743\" target=\"_blank\" rel=\"noopener nofollow\">The Million Dollar Quartet<\/a> (along with <a href=\"http:\/\/www.allmusic.com\/artist\/carl-perkins-p5129\" target=\"_blank\" rel=\"noopener nofollow\">Carl Perkins<\/a> and <a href=\"http:\/\/www.allmusic.com\/artist\/jerry-lee-lewis-p4753\" target=\"_blank\" rel=\"noopener nofollow\">Jerry Lee Lewis<\/a>). The only other bands in this network are <a href=\"http:\/\/www.allmusic.com\/artist\/the-offenders-p365595\" target=\"_blank\" rel=\"noopener nofollow\">The Offenders<\/a> and the Cash-related groups <a href=\"http:\/\/www.allmusic.com\/artist\/the-highwaymen-p142391\" target=\"_blank\" rel=\"noopener nofollow\">The Highwaymen<\/a> and <a href=\"http:\/\/www.allmusic.com\/artist\/johnny-cash-the-tennessee-two-p473091\" target=\"_blank\" rel=\"noopener nofollow\">Johnny Cash &amp; the Tennessee Two<\/a>. Some of the other solo artists in this minor network are household names (depending on the household, of course), including <a href=\"http:\/\/www.allmusic.com\/artist\/waylon-jennings-p1663\" target=\"_blank\" rel=\"noopener nofollow\">Waylon Jennings<\/a>, <a href=\"http:\/\/www.allmusic.com\/artist\/kris-kristofferson-p1684\" target=\"_blank\" rel=\"noopener nofollow\">Kris Kristofferson<\/a>, and <a href=\"http:\/\/www.allmusic.com\/artist\/willie-nelson-p1743\" target=\"_blank\" rel=\"noopener nofollow\">Willie Nelson<\/a>. Three bands, a half-dozen stars and a lot of hits &#8230; but no direct connection to the huge Joy Division network. Many current rap artists seem to fit this mold as well.<\/p>\n<p>On the flip side, <a href=\"http:\/\/www.allmusic.com\/explore\/style\/prog-rock-d374\" target=\"_blank\" rel=\"noopener nofollow\">progressive rock<\/a> groups like <a href=\"http:\/\/www.allmusic.com\/artist\/king-crimson-p4682\" target=\"_blank\" rel=\"noopener nofollow\">King Crimson<\/a> had members who were in dozens of other bands. These social&nbsp;<a href=\"http:\/\/en.wikipedia.org\/wiki\/Connector_(social)\" target=\"_blank\" rel=\"noopener nofollow\">connectors<\/a> can be seen at the center of a huge spider web of interrelated groups in the network diagram. Bands like these are often&nbsp;experimental in nature, with talented musicians putting their stamp on a number of different side projects. Some very influential artists can be spotted in the midst of these groups, including &#8212; using King Crimson as an example &#8212; famous journeyman players like <a href=\"http:\/\/www.allmusic.com\/artist\/robert-fripp-p77998\" target=\"_blank\" rel=\"noopener nofollow\">Robert Fripp<\/a>, <a href=\"http:\/\/www.allmusic.com\/artist\/adrian-belew-p3654\" target=\"_blank\" rel=\"noopener nofollow\">Adrian Belew<\/a>, <a href=\"http:\/\/www.allmusic.com\/artist\/john-wetton-p5810\" target=\"_blank\" rel=\"noopener nofollow\">John Wetton<\/a> and <a href=\"http:\/\/www.allmusic.com\/artist\/greg-lake-p18779\" target=\"_blank\" rel=\"noopener nofollow\">Greg Lake<\/a>.<\/p>\n<p>Finally, although I distinctly remember the band <a href=\"http:\/\/www.allmusic.com\/artist\/bauhaus-p3638\" target=\"_blank\" rel=\"noopener nofollow\">Bauhaus<\/a> and its associated constellation of bands (<a href=\"http:\/\/www.allmusic.com\/artist\/love-and-rockets-p4794\" target=\"_blank\" rel=\"noopener nofollow\">Love &amp; Rockets<\/a>, <a href=\"http:\/\/www.allmusic.com\/artist\/tones-on-tail-p5669\" target=\"_blank\" rel=\"noopener nofollow\">Tones on Tail<\/a>, <a href=\"http:\/\/www.allmusic.com\/artist\/the-jazz-butcher-p4601\" target=\"_blank\" rel=\"noopener nofollow\">The Jazz Butcher<\/a>, etc.) on the poster, they were not within six degrees of separation of Joy Division in the network data (they were about eight links away). This exposes an issue with my data gathering methodology because it doesn&#8217;t take into account other relationships between artists such as mentors, guest musicians, common producers or other ties. Still, it was an interesting exercise with fruitful results.<\/p>\n<h3>Additional Interactive Charts<\/h3>\n<ul>\n<li>Bubble diagram of musical styles (full band network):<br \/>\n<script src=\"http:\/\/www-958.ibm.com\/me\/visualizations\/2b84f588880811e08037000255111976\/comments\/2b933710880811e08037000255111976.js\" type=\"text\/javascript\"><\/script>Network diagram (six degrees of Joy Division): <script src=\"http:\/\/www-958.ibm.com\/me\/visualizations\/544f399a8b0711e0987e000255111976\/comments\/545439368b0711e0987e000255111976.js\" type=\"text\/javascript\"><\/script><\/li>\n<\/ul>\n<h3>Further Reading<\/h3>\n<ul>\n<li>Legacy &#8211; <a href=\"https:\/\/www.theatlantic.com\/entertainment\/archive\/2019\/04\/joy-divisions-legacy-explained\/586756\/\" target=\"_blank\" rel=\"noopener nofollow\">https:\/\/www.theatlantic.com\/entertainment\/archive\/2019\/04\/joy-divisions-legacy-explained\/586756\/<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>My local record store used to have this great poster&nbsp;on the back wall that explained how&nbsp;several dozen&nbsp;British indie bands from the 80s were all&nbsp;linked together through their various group members. The title&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[19,2,27,62,64,69,73,74],"class_list":["post-662","post","type-post","status-publish","format-standard","hentry","category-infographics","tag-charts","tag-data","tag-data-visualization","tag-information-design","tag-joy-division","tag-map","tag-music","tag-networks"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/posts\/662","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/comments?post=662"}],"version-history":[{"count":1,"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/posts\/662\/revisions"}],"predecessor-version":[{"id":2868,"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/posts\/662\/revisions\/2868"}],"wp:attachment":[{"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/media?parent=662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/categories?post=662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ideasillustrated.com\/blog\/wp-json\/wp\/v2\/tags?post=662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}