{"id":7562,"date":"2024-08-28T06:32:39","date_gmt":"2024-08-28T06:32:39","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2024\/08\/28\/how-to-handle-outliers-in-dataset-with-pandas\/"},"modified":"2024-08-28T06:32:39","modified_gmt":"2024-08-28T06:32:39","slug":"how-to-handle-outliers-in-dataset-with-pandas","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2024\/08\/28\/how-to-handle-outliers-in-dataset-with-pandas\/","title":{"rendered":"How to Handle Outliers in Dataset with Pandas"},"content":{"rendered":"<p>Author: Kanwal Mehreen<\/p>\n<div>Dealing with outliers is crucial in data preprocessing. This guide covers multiple ways to handle outliers along with their pros and cons.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/how-to-handle-outliers-in-dataset-with-pandas?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=how-to-handle-outliers-in-dataset-with-pandas\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Kanwal Mehreen Dealing with outliers is crucial in data preprocessing. This guide covers multiple ways to handle outliers along with their pros and cons. [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2024\/08\/28\/how-to-handle-outliers-in-dataset-with-pandas\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":457,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/7562"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=7562"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/7562\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/472"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=7562"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=7562"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=7562"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}