{"id":39999,"date":"2026-03-28T02:49:07","date_gmt":"2026-03-28T01:49:07","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/syntheticself-promotion-sleep-health-daily-performance-dataset-100k-rows-32-features-3-ml-targets\/"},"modified":"2026-03-28T02:49:07","modified_gmt":"2026-03-28T01:49:07","slug":"syntheticself-promotion-sleep-health-daily-performance-dataset-100k-rows-32-features-3-ml-targets","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/syntheticself-promotion-sleep-health-daily-performance-dataset-100k-rows-32-features-3-ml-targets\/","title":{"rendered":"[Synthetic][Self-Promotion] Sleep Health &amp; Daily Performance Dataset (100K Rows, 32 Features, 3 ML Targets)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I couldn\u2019t find a realistic, ML-ready dataset for sleep analysis, so I built one.<\/p>\n<p>This dataset contains:<\/p>\n<ul>\n<li>100,000 records<\/li>\n<li>32 features covering sleep, lifestyle, psychology, and health<\/li>\n<li>3 prediction targets (regression + classification)<\/li>\n<\/ul>\n<p>It is synthetic, but designed to reflect real-world patterns using research-backed correlations (e.g., stress vs sleep quality, REM vs cognition).<\/p>\n<p>Some highlights:<br \/> \u2022 Occupation-based sleep patterns (12 job types)<br \/> \u2022 Non-linear relationships (optimal sleep duration effects)<br \/> \u2022 Zero missing values (fully ML-ready)<\/p>\n<p>Use cases:<\/p>\n<ul>\n<li>Data analysis &amp; visualization<\/li>\n<li>Machine learning (beginner \u2192 advanced)<\/li>\n<li>Research experiments<\/li>\n<\/ul>\n<p>Dataset: <a href=\"https:\/\/www.kaggle.com\/datasets\/mohankrishnathalla\/sleep-health-and-daily-performance-dataset\">https:\/\/www.kaggle.com\/datasets\/mohankrishnathalla\/sleep-health-and-daily-performance-dataset<\/a><\/p>\n<p>Would appreciate any feedback!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Mohan137\"> \/u\/Mohan137 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1s5ndcz\/syntheticselfpromotion_sleep_health_daily\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1s5ndcz\/syntheticselfpromotion_sleep_health_daily\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39999 jlk' href='javascript:void(0)' data-task='like' data-post_id='39999' data-nonce='9941108d62' 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-39999 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39999 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I couldn\u2019t find a realistic, ML-ready dataset for sleep analysis, so I built one. This dataset contains:&#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-39999","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\/39999","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=39999"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39999\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39999"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39999"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39999"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}