{"id":9182,"date":"2026-07-09T06:33:51","date_gmt":"2026-07-09T06:33:51","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2026\/07\/09\/how-to-clean-messy-csv-files-with-python-a-beginners-guide\/"},"modified":"2026-07-09T06:33:51","modified_gmt":"2026-07-09T06:33:51","slug":"how-to-clean-messy-csv-files-with-python-a-beginners-guide","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2026\/07\/09\/how-to-clean-messy-csv-files-with-python-a-beginners-guide\/","title":{"rendered":"How to Clean Messy CSV Files with Python: A Beginner\u2019s Guide"},"content":{"rendered":"<p>Author: Abid Ali Awan<\/p>\n<div>Learn how to clean CSV files with pandas by handling missing values, duplicate rows, messy text, wrong data types, mixed date formats, invalid emails, and currency values.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/how-to-clean-messy-csv-files-with-python-a-beginners-guide\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Abid Ali Awan Learn how to clean CSV files with pandas by handling missing values, duplicate rows, messy text, wrong data types, mixed date [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2026\/07\/09\/how-to-clean-messy-csv-files-with-python-a-beginners-guide\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":473,"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\/9182"}],"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=9182"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/9182\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/474"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=9182"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=9182"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=9182"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}