{"id":300,"date":"2025-08-13T20:09:18","date_gmt":"2025-08-13T20:09:18","guid":{"rendered":"https:\/\/amanshah.info\/?page_id=300"},"modified":"2025-08-17T01:15:58","modified_gmt":"2025-08-17T01:15:58","slug":"network-analysis-of-fanfiction","status":"publish","type":"page","link":"https:\/\/amanshah.info\/?page_id=300","title":{"rendered":"Network Analysis of Fanfiction"},"content":{"rendered":"\n<h4 class=\"wp-block-heading has-text-align-center\">Thematic Analysis of Star Trek Fanfiction Tags<\/h4>\n\n\n\n<p>For my final project for CS 142: Network Science, I built a graph of content tags using a library of fan-written Star Trek stories, relating each tag by the number of stories that contained both tags. Using <strong>community detection methods<\/strong>, I clustered these tags to explore <strong>what topics fans were writing about<\/strong> and <strong>how those topics changed over the last few decades.<\/strong> <\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/amanshah.info\/wp-content\/uploads\/2025\/08\/S25_CS142_Final_Aman.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of S25_CS142_Final_Aman.\"><\/object><a id=\"wp-block-file--media-a4228bcb-4556-4309-b449-f47121d895ac\" href=\"https:\/\/amanshah.info\/wp-content\/uploads\/2025\/08\/S25_CS142_Final_Aman.pdf\">S25_CS142_Final_Aman<\/a><a href=\"https:\/\/amanshah.info\/wp-content\/uploads\/2025\/08\/S25_CS142_Final_Aman.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-a4228bcb-4556-4309-b449-f47121d895ac\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Thematic Analysis of Star Trek Fanfiction Tags For my final project for CS 142: Network Science, I built a graph of content tags using a library of fan-written Star Trek stories, relating each tag by the number of stories that contained both tags. Using community detection methods, I clustered these tags to explore what topics [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"class_list":["post-300","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/amanshah.info\/index.php?rest_route=\/wp\/v2\/pages\/300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amanshah.info\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/amanshah.info\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/amanshah.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/amanshah.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=300"}],"version-history":[{"count":4,"href":"https:\/\/amanshah.info\/index.php?rest_route=\/wp\/v2\/pages\/300\/revisions"}],"predecessor-version":[{"id":339,"href":"https:\/\/amanshah.info\/index.php?rest_route=\/wp\/v2\/pages\/300\/revisions\/339"}],"wp:attachment":[{"href":"https:\/\/amanshah.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}