{"id":2824,"date":"2025-12-04T14:29:10","date_gmt":"2025-12-04T19:29:10","guid":{"rendered":"https:\/\/openlab.macaulay.cuny.edu\/steam\/?p=2824"},"modified":"2025-12-05T15:21:31","modified_gmt":"2025-12-05T20:21:31","slug":"effect-of-ease-of-use-on-programming-language-representation","status":"publish","type":"post","link":"https:\/\/openlab.macaulay.cuny.edu\/steam\/2025\/12\/04\/effect-of-ease-of-use-on-programming-language-representation\/","title":{"rendered":"Effect of Ease of Use on  Programming Language Representation"},"content":{"rendered":"<div style=\"margin-bottom:20px\"><strong>Group Members:<\/strong> Ahmad Aman, Aaron James, Farhan Khan, Mohammed Ishraq, Wesley Wu<\/div>\n<div style=\"margin-bottom:20px\">\n<p>As a team of 5 computer scientists, we decided to focus on a computer science related research question for our project. The question we chose to research is, &#8220;<span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Are programming languages that are easier to learn more widely represented on GitHub?&#8221;.<br \/>\nWe interpolated programming language difficulty using developer preferences on the Stack Overflow survey.\u00a0 Then, we used two large datasets, the Stack Overflow developer survey and a dataset containing metadata of over a million GitHub repositories. For our analysis, we used Python + NumPy and Pandas to perform a linear regression, and Matplotlib to plot our charts for us. We found that there is a moderate positive correlation between the ease of use of a programming language and its GitHub representation, suggesting that they are not only beginner-friendly, but also ubiquitous. So just because a language is easier doesn&#8217;t mean it&#8217;s not good enough for the job!<\/span><\/p>\n<\/div>\n<div style=\"margin-bottom:20px\"><a href=\"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-content\/uploads\/sites\/22\/2025\/12\/Poster-MHC.pdf\">View Project<\/a><\/div>\n<div style=\"margin-bottom:20px\">\n<strong><\/strong><\/p>\n<p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Group Members: Ahmad Aman, Aaron James, Farhan Khan, Mohammed Ishraq, Wesley Wu As a team of 5 computer scientists, we decided to focus on a computer science related&#8230;<\/p>\n","protected":false},"author":701,"featured_media":2825,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"portfolio_post_id":0,"portfolio_citation":"","portfolio_annotation":"","openlab_post_visibility":"","footnotes":""},"categories":[1029,1056,12,68],"tags":[275,1097,622,822],"class_list":["post-2824","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1029","category-brewer-alexis","category-ccny","category-seminar-3-science-forward","tag-coding","tag-computer-science","tag-math","tag-science"],"_links":{"self":[{"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/posts\/2824","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/users\/701"}],"replies":[{"embeddable":true,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/comments?post=2824"}],"version-history":[{"count":1,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/posts\/2824\/revisions"}],"predecessor-version":[{"id":2827,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/posts\/2824\/revisions\/2827"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/media\/2825"}],"wp:attachment":[{"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/media?parent=2824"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/categories?post=2824"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/openlab.macaulay.cuny.edu\/steam\/wp-json\/wp\/v2\/tags?post=2824"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}