{"id":3389,"date":"2020-02-19T14:44:27","date_gmt":"2020-02-19T19:44:27","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=3389"},"modified":"2025-04-24T17:04:21","modified_gmt":"2025-04-24T21:04:21","slug":"cs488-week-3-3","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/19\/cs488-week-3-3\/","title":{"rendered":"CS488 Week 3"},"content":{"rendered":"<p>For this week, I followed a tutorial from Educative about Natural Language Processing and followed for data preprocessing. I was able to load the dataset and I am in the process of preprocessing it. I ran into a problem of sentences that do not contain any emotions at all, therefore need to be eliminated. Also, I need to extract the word &#8216;not&#8217; from words such as &#8216;don&#8217;t&#8217;, haven&#8217;t&#8217; for better indication of a negation. In the following week, I shall try to do so<\/p>\n","protected":false},"excerpt":{"rendered":"<p>For this week, I followed a tutorial from Educative about Natural Language Processing and followed for data preprocessing. I was able to load the dataset and I am in the process of preprocessing it. I ran into a problem of sentences that do not contain any emotions at all, therefore need to be eliminated. Also, &#8230; <a title=\"CS488 Week 3\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/19\/cs488-week-3-3\/\" aria-label=\"Read more about CS488 Week 3\">Read more<\/a><\/p>\n","protected":false},"author":68,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80,86,19],"tags":[],"class_list":["post-3389","post","type-post","status-publish","format-standard","hentry","category-80","category-lam-dang","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/68"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=3389"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3389\/revisions"}],"predecessor-version":[{"id":3390,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3389\/revisions\/3390"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=3389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=3389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=3389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}