{"id":33186,"date":"2025-03-26T19:27:28","date_gmt":"2025-03-26T18:27:28","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-a-multi-file-dataset-for-business-analysis-predictive-modeling-xai-shap-lime\/"},"modified":"2025-03-26T19:27:28","modified_gmt":"2025-03-26T18:27:28","slug":"looking-for-a-multi-file-dataset-for-business-analysis-predictive-modeling-xai-shap-lime","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-a-multi-file-dataset-for-business-analysis-predictive-modeling-xai-shap-lime\/","title":{"rendered":"Looking For A Multi-File Dataset For Business Analysis + Predictive Modeling + XAI (SHAP\/LIME)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey everyone,<\/p>\n<p>I\u2019m currently working on a business analysis project and I\u2019m on the lookout for a real-world dataset that meets the following criteria: \u2022 Contains at least 3 separate files (e.g., orders, customers, products \u2013 or anything similar that requires joining\/merging). \u2022 Involves a business-related problem (e.g., sales forecasting, churn prediction, customer segmentation, etc.). \u2022 Suitable for predictive modeling (classification or regression). \u2022 Offers scope for applying Explainable\/Responsible AI techniques like SHAP or LIME to interpret model predictions.<\/p>\n<p>The goal is to build a pipeline that includes data cleaning, exploratory analysis, predictive modeling, and model explainability \u2014 ideally tied to a meaningful business decision.<\/p>\n<p>If you know of any public datasets (Kaggle, GitHub, open data portals, etc.) that fit this description, I\u2019d really appreciate your help!<\/p>\n<p>Thanks in advance!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Consistent-Judge101\"> \/u\/Consistent-Judge101 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1jkikfu\/looking_for_a_multifile_dataset_for_business\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1jkikfu\/looking_for_a_multifile_dataset_for_business\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-33186 jlk' href='javascript:void(0)' data-task='like' data-post_id='33186' 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-33186 lc'>0<\/span><\/a><\/div><\/div> <div class='status-33186 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey everyone, I\u2019m currently working on a business analysis project and I\u2019m on the lookout 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-33186","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\/33186","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=33186"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33186\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=33186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=33186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=33186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}