{"id":4151,"date":"2025-10-30T15:22:01","date_gmt":"2025-10-30T14:22:01","guid":{"rendered":"https:\/\/aubertm.me\/?page_id=4151"},"modified":"2025-10-30T15:22:35","modified_gmt":"2025-10-30T14:22:35","slug":"data-transformation-personal-projects","status":"publish","type":"page","link":"https:\/\/aubertm.me\/index.php\/my-projects\/data-transformation-personal-projects\/","title":{"rendered":"Data transformation personal projects"},"content":{"rendered":"<h2 class=\"wp-block-heading\" id=\"methodology\">Methodology<\/h2>\n\n\n<p>Data transformation in Python via Jupyter notebooks, through: <\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Webscraping or open data via API + automation via Papermill<\/li>\n\n\n\n<li>Data cleansing and data enrichment for data virtualization<\/li>\n\n\n\n<li>Data transformation into API in JSON<\/li>\n\n\n\n<li>Publication and documentation on <a href=\"https:\/\/github.com\/aubertmme\/\" target=\"_blank\" rel=\"noreferrer noopener\">Github<\/a><\/li>\n<\/ol>\n\n\n<h2 class=\"wp-block-heading\" id=\"data\">Data<\/h2>\n\n\n<p>Marie Curie and Women French-speaking scientists<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/ulbgroupe264.omeka.net\/\" target=\"_blank\" rel=\"noreferrer noopener\">in French press, through Gallica corpus<\/a> <\/li>\n\n\n\n<li><a href=\"https:\/\/w.wiki\/Aoo6\" target=\"_blank\" rel=\"noreferrer noopener\">in Wikidata<\/a><\/li>\n\n\n\n<li> in Belgian press, through the CAMille corpus (1830-1970)<\/li>\n<\/ul>\n\n\n\n<p>Femicides in Belgium on Openstreetmap<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>by absolute number<\/li>\n\n\n\n<li>by population<\/li>\n<\/ul>\n\n\n\n<p>The most active feminists on Mastodon<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>in French<\/li>\n\n\n\n<li>in English<\/li>\n<\/ul>\n\n\n\n<p>Look up on cyberbullies<\/p>\n\n\n\n<p>Sexist brands, aggregation in different countries<\/p>\n\n\n\n<p>Movies double standard: number of viewers vs number of rewards, by sex<\/p>\n\n\n\n<p>Violent men identified in Wikipedia<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Methodology Data transformation in Python via Jupyter notebooks, through: Data Marie Curie and Women French-speaking scientists Femicides in Belgium on Openstreetmap The most active feminists on Mastodon Look up on cyberbullies Sexist brands, aggregation in different countries Movies double standard: number of viewers vs number of rewards, by sex Violent men identified in Wikipedia<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":5090,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4151","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/pages\/4151","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/comments?post=4151"}],"version-history":[{"count":1,"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/pages\/4151\/revisions"}],"predecessor-version":[{"id":5095,"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/pages\/4151\/revisions\/5095"}],"up":[{"embeddable":true,"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/pages\/5090"}],"wp:attachment":[{"href":"https:\/\/aubertm.me\/index.php\/wp-json\/wp\/v2\/media?parent=4151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}