{"id":36795,"date":"2025-11-27T23:27:27","date_gmt":"2025-11-27T22:27:27","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/ive-built-a-automatic-data-cleaning-application-looking-for-messy-spreadsheets-to-clean-test\/"},"modified":"2025-11-27T23:27:27","modified_gmt":"2025-11-27T22:27:27","slug":"ive-built-a-automatic-data-cleaning-application-looking-for-messy-spreadsheets-to-clean-test","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/ive-built-a-automatic-data-cleaning-application-looking-for-messy-spreadsheets-to-clean-test\/","title":{"rendered":"I&#8217;ve Built A Automatic Data Cleaning Application. Looking For MESSY Spreadsheets To Clean\/test."},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hello everyone! <\/p>\n<p>I&#8217;m a data analyst\/software developer. Ive built a data cleaning, processing, and analyses software but I need datasets to clean and test it out thoroughly.<\/p>\n<p>I&#8217;ve used AI generated datasets, which works great but hallucinates a lot with random data after a while. <\/p>\n<p>I&#8217;ve used datasets from kaggle but most of them are pretty clean.<\/p>\n<p>I&#8217;m looking for any datasets in any industry to test the cleaning process. Preferably datasets that take a long time to clean and process before doing the data analysis.<\/p>\n<p>CSV and xlsx file types. Anything helps! \ud83d\ude42 Thanks<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/spicytree21\"> \/u\/spicytree21 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1p8ednl\/ive_built_a_automatic_data_cleaning_application\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1p8ednl\/ive_built_a_automatic_data_cleaning_application\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-36795 jlk' href='javascript:void(0)' data-task='like' data-post_id='36795' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-36795 lc'>0<\/span><\/a><\/div><\/div> <div class='status-36795 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hello everyone! I&#8217;m a data analyst\/software developer. Ive built a data cleaning, processing, and analyses software but&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-36795","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/36795","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=36795"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/36795\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=36795"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=36795"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=36795"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}