{"id":39314,"date":"2026-03-01T20:27:03","date_gmt":"2026-03-01T19:27:03","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/the-wiseethical-fast-analyst-ahamdata\/"},"modified":"2026-03-01T20:27:03","modified_gmt":"2026-03-01T19:27:03","slug":"the-wiseethical-fast-analyst-ahamdata","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/the-wiseethical-fast-analyst-ahamdata\/","title":{"rendered":"The Wise&amp;Ethical Fast Analyst &#8211; AhamData"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Spent the weekend refining AhamData\u2019s analysis models with feedback from colleagues (special thanks to @Zayne). Even with test data, the new features are worth exploring: <\/p>\n<p>&#8211; Data Quality Report (0\u2013100 integrity scoring) <\/p>\n<p>&#8211; Descriptive Statistics Engine (auto column classification) <\/p>\n<p>&#8211; Transparent Methodology Panel (see PCA, Shapley, regression, clustering in real time) <\/p>\n<p>&#8211; Sample Datasets Catalog (25 curated datasets across domains) <\/p>\n<p><a href=\"http:\/\/www.ahamdata.com\/\">www.ahamdata.com<\/a> <\/p>\n<p>Still a bit slow with larger datasets \u2014 more backend work is needed to scale performance and avoid applying sampling logic when size exceeds model capabilities. Feedback &amp; feature requests welcome! <\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Jerusari8\"> \/u\/Jerusari8 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1ri6b01\/the_wiseethical_fast_analyst_ahamdata\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1ri6b01\/the_wiseethical_fast_analyst_ahamdata\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39314 jlk' href='javascript:void(0)' data-task='like' data-post_id='39314' 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-39314 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39314 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Spent the weekend refining AhamData\u2019s analysis models with feedback from colleagues (special thanks to @Zayne). Even with&#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-39314","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\/39314","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=39314"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39314\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39314"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39314"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39314"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}