{"id":231,"date":"2023-05-02T19:49:58","date_gmt":"2023-05-02T19:49:58","guid":{"rendered":"https:\/\/edu.2aegh.org\/?p=231"},"modified":"2023-05-02T19:52:33","modified_gmt":"2023-05-02T19:52:33","slug":"association-rules-apriori-algorithm","status":"publish","type":"post","link":"https:\/\/www.2aegh.ir\/?p=231","title":{"rendered":"Association Rules &#8211; Apriori Algorithm"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In this Persian tutorial, we examined the Apriori algorithm in the association rules and implement this model on the dataset of a retail store.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This video has been uploaded both on YouTube and Aparat.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Dataset:<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/archive.ics.uci.edu\/ml\/machine-learning-databases\/00352\/Online%20Retail.xlsx\">Download<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Data Set Information:<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is a transnational data set which contains all the transactions occurring between 01\/12\/2010 and 09\/12\/2011 for a UK-based and registered non-store online retail.The company mainly sells unique all-occasion gifts. Many customers of the company are wholesalers.<gwmw style=\"display:none;\"><\/gwmw><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Attribute Information:<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>InvoiceNo:<\/strong> Invoice number. Nominal, a 6-digit integral number uniquely assigned to each transaction. If this code starts with letter &#8216;c&#8217;, it indicates a cancellation.<br><strong>StockCode:<\/strong> Product (item) code. Nominal, a 5-digit integral number uniquely assigned to each distinct product.<br><strong>Description: <\/strong>Product (item) name. Nominal.<br><strong>Quantity:<\/strong> The quantities of each product (item) per transaction. Numeric.<br><strong>InvoiceDate: <\/strong>Invice Date and time. Numeric, the day and time when each transaction was generated.<br><strong>UnitPrice:<\/strong> Unit price. Numeric, Product price per unit in sterling.<br><strong>CustomerID: <\/strong>Customer number. Nominal, a 5-digit integral number uniquely assigned to each customer.<br><strong>Country:<\/strong> Country name. Nominal, the name of the country where each customer resides.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Association Rules-the Apriori Algorithm (Persian Toturial)\" width=\"500\" height=\"375\" src=\"https:\/\/www.youtube.com\/embed\/CkbTvtqGHxQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<iframe id=\"wp-aparat-block-1683056988423\" class=\"wp-block-wp-aparat-aparat-block undefined aparat-frame aparat-full-frame\" src=\"https:\/\/www.aparat.com\/video\/video\/embed\/videohash\/67ryV\/vt\/frame\" width=\"100%\" allowfullscreen><\/iframe>\n","protected":false},"excerpt":{"rendered":"<p>In this Persian tutorial, we examined the Apriori algorithm in the association rules and implement this model on the dataset of a retail store. This video has been uploaded both on YouTube and Aparat. Dataset: Download Data Set Information: This is a transnational data set which contains all the transactions occurring between 01\/12\/2010 and 09\/12\/2011 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":232,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","footnotes":""},"categories":[7],"tags":[],"class_list":["post-231","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-persian-tutorial"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/231","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=231"}],"version-history":[{"count":2,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/231\/revisions"}],"predecessor-version":[{"id":234,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/posts\/231\/revisions\/234"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=\/wp\/v2\/media\/232"}],"wp:attachment":[{"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=231"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=231"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.2aegh.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=231"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}