{"id":40388,"date":"2026-04-13T21:32:10","date_gmt":"2026-04-13T19:32:10","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-a-dataset-for-clustering-and-pca-project\/"},"modified":"2026-04-13T21:32:10","modified_gmt":"2026-04-13T19:32:10","slug":"looking-for-a-dataset-for-clustering-and-pca-project","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-a-dataset-for-clustering-and-pca-project\/","title":{"rendered":"Looking For A Dataset For Clustering And PCA Project"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hi guys, I&#8217;m new in this data science world. I\u2019m looking for a real-world dataset for a data science portfolio project focused on clustering and PCA (no classification labels required)<\/p>\n<ul>\n<li>At least 4\u201310 numerical features<\/li>\n<li>Preferably 500+ rows <\/li>\n<li>Suitable for customer\/user segmentation or behavioral clustering<\/li>\n<li>Clean or moderately clean data <\/li>\n<li>Must be publicly available <\/li>\n<\/ul>\n<p>The goal is to apply dimensionality reduction (PCA) and clustering algorithms and interpret meaningful segments.<\/p>\n<p>Any suggestions for datasets that fit this use case would be highly appreciated<\/p>\n<p>-&gt; Any suggestions regarding suitable datasets for this use case would be also very helpful. Instead of direct dataset recommendations, I would be very grateful if you could give me some ideas on where I can look.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/persephone_y\"> \/u\/persephone_y <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1sklbtw\/looking_for_a_dataset_for_clustering_and_pca\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1sklbtw\/looking_for_a_dataset_for_clustering_and_pca\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-40388 jlk' href='javascript:void(0)' data-task='like' data-post_id='40388' 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-40388 lc'>0<\/span><\/a><\/div><\/div> <div class='status-40388 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hi guys, I&#8217;m new in this data science world. I\u2019m looking for a real-world dataset for a&#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-40388","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\/40388","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=40388"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40388\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=40388"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=40388"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=40388"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}