{"id":2213,"date":"2021-08-30T12:29:37","date_gmt":"2021-08-30T12:29:37","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=2213"},"modified":"2021-08-30T12:29:37","modified_gmt":"2021-08-30T12:29:37","slug":"a-better-way-for-data-preprocessing-pandas-pipe","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/materiais-ensino\/a-better-way-for-data-preprocessing-pandas-pipe\/","title":{"rendered":"A Better Way for Data Preprocessing: Pandas Pipe"},"content":{"rendered":"\n<div class=\"wp-block-cover has-background-dim\" style=\"min-height:134px;aspect-ratio:unset;\"><img decoding=\"async\" class=\"wp-block-cover__image-background\" alt=\"\" src=\"https:\/\/miro.medium.com\/max\/1400\/1*aUmjaErpNi_qJxuF3ZtMWQ.jpeg\" data-object-fit=\"cover\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-large-font-size\"><a href=\"https:\/\/towardsdatascience.com\/a-better-way-for-data-preprocessing-pandas-pipe-a08336a012bc\" data-type=\"URL\" data-id=\"https:\/\/towardsdatascience.com\/a-better-way-for-data-preprocessing-pandas-pipe-a08336a012bc\">Clique aqui para seguir o link<\/a><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"has-luminous-vivid-amber-color has-text-color\">Um pequeno tutorial sobre como come\u00e7ar a usar o pipe<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"dc02\">Efficient, organized, and elegant.<\/h2>\n\n\n\n<p><a href=\"https:\/\/sonery.medium.com\/?source=post_page-----a08336a012bc--------------------------------\"><\/a><a href=\"https:\/\/sonery.medium.com\/?source=post_page-----a08336a012bc--------------------------------\" class=\"\">Soner Y\u0131ld\u0131r\u0131m<\/a><a class=\"\" href=\"https:\/\/towardsdatascience.com\/a-better-way-for-data-preprocessing-pandas-pipe-a08336a012bc?source=post_page-----a08336a012bc--------------------------------\">Jul 31\u00b74 min read<\/a><\/p>\n\n\n\n<p id=\"4540\">Real-life data is usually messy. It requires a lot of preprocessing to be ready for use. Pandas being one of the most-widely used data analysis and manipulation libraries offers several functions to preprocess the raw data.<\/p>\n\n\n\n<p id=\"4e6e\">In this article, we will focus on one particular function that organizes multiple preprocessing operations into a single one: the pipe function.<\/p>\n\n\n\n<p id=\"0669\">When it comes to software tools and packages, I learn best by working through examples. I keep this in mind when creating content. I will do the same in this article.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Um pequeno tutorial sobre como come\u00e7ar a usar o pipe Efficient, organized, and elegant. Soner Y\u0131ld\u0131r\u0131mJul 31\u00b74 min read Real-life data is usually messy. It requires a lot of preprocessing to be ready for use. Pandas being one of the most-widely used data analysis and manipulation libraries offers several functions to preprocess the raw data. [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[4066,190,194,105,150],"tags":[4148,4149,4050],"class_list":["post-2213","post","type-post","status-publish","format-standard","hentry","category-data-science","category-licoes","category-linguagens-de-programacao","category-materiais-ensino","category-materiais-para-profissionais","tag-pipe","tag-prprocessamento","tag-python"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/2213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=2213"}],"version-history":[{"count":2,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/2213\/revisions"}],"predecessor-version":[{"id":2215,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/2213\/revisions\/2215"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=2213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=2213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=2213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}