{"id":2,"date":"2026-01-11T09:43:35","date_gmt":"2026-01-11T09:43:35","guid":{"rendered":"https:\/\/ertekprojects.com\/autodunn\/?page_id=2"},"modified":"2026-02-16T13:19:07","modified_gmt":"2026-02-16T13:19:07","slug":"autodunn","status":"publish","type":"page","link":"https:\/\/ertekprojects.com\/autodunn\/","title":{"rendered":"AutoDunn"},"content":{"rendered":"\n<p><strong>Purpose of Research<\/strong>\u00a0\u2013\u00a0Automation of non-parametric statistical comparison of means.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"594\" src=\"https:\/\/ertekprojects.com\/autodunn\/wp-content\/uploads\/2026\/02\/autodunn01-1024x594.png\" alt=\"\" class=\"wp-image-208\" srcset=\"https:\/\/ertekprojects.com\/autodunn\/wp-content\/uploads\/2026\/02\/autodunn01-1024x594.png 1024w, https:\/\/ertekprojects.com\/autodunn\/wp-content\/uploads\/2026\/02\/autodunn01-300x174.png 300w, https:\/\/ertekprojects.com\/autodunn\/wp-content\/uploads\/2026\/02\/autodunn01-768x445.png 768w, https:\/\/ertekprojects.com\/autodunn\/wp-content\/uploads\/2026\/02\/autodunn01-1536x891.png 1536w, https:\/\/ertekprojects.com\/autodunn\/wp-content\/uploads\/2026\/02\/autodunn01.png 1842w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>The\u00a0<em>AutoDunn app<\/em>\u00a0fills a simple yet important gap for statisticians and data analysts. The AutoDunn software provides an easy way to conduct non-parametric comparison of means\u00a0<em>automatically<\/em>, saving considerable amount of time to analysts. <\/p>\n\n\n\n<p>Furthermore, the code is open source, enabling transparency and reproducibility. <\/p>\n\n\n\n<p>Most importantly, AutoDunn software visualizes the results of all conducted statistical analysis using the most effective visualization techniques, including network-based visualization of statistical dominances.<\/p>\n\n\n\n<p>AutoDunn can speed data analysis projects significantly. <\/p>\n\n\n\n<p>Live running app under Streamlit (may need to wake up):<\/p>\n\n\n\n<p><a href=\"https:\/\/autodunn-7thsq9y48yrjyfdr4ezr6n.streamlit.app\">https:\/\/autodunn-7thsq9y48yrjyfdr4ezr6n.streamlit.app<\/a><\/p>\n\n\n\n<p>Documentation:<\/p>\n\n\n\n<p><a href=\"https:\/\/autodunn.com\">https:\/\/autodunn.com<\/a><\/p>\n\n\n\n<p>Technology Stack: Python, Python packages, Streamlit, ChatGPT 5 for vibe coding Credits: The original R code that conducted the analysis (without a GUI or visualization) was written by Dr. Gul Tokdemir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Purpose of Research\u00a0\u2013\u00a0Automation of non-parametric statistical comparison of means. The\u00a0AutoDunn app\u00a0fills a simple yet important gap for statisticians and data [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":9,"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":219,"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/pages\/2\/revisions\/219"}],"wp:attachment":[{"href":"https:\/\/ertekprojects.com\/autodunn\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}