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class="firstHeading mw-first-heading"><span class="mw-page-title-namespace">Research</span><span class="mw-page-title-separator">:</span><span class="mw-page-title-main">Index</span></h1> <div id="p-lang-btn" class="vector-dropdown mw-portlet mw-portlet-lang" > <input type="checkbox" id="p-lang-btn-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-lang-btn" class="vector-dropdown-checkbox mw-interlanguage-selector" aria-label="This article exist only in this language. 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class="mw-pt-progress mw-pt-progress--high" title="Forschung:Index (96% translated)" lang="de" dir="ltr">Deutsch</a></li> <li><a href="/wiki/Research:Index/de-formal" class="mw-pt-progress mw-pt-progress--high" title="Forschung:Index (96% translated)" lang="de-x-formal" dir="ltr">Deutsch (Sie-Form)</a></li> <li><span class="mw-pt-languages-ui mw-pt-languages-selected mw-pt-progress mw-pt-progress--complete" lang="en" dir="ltr">English</span></li> <li><a href="/wiki/Research:Index/eo" class="mw-pt-progress mw-pt-progress--med" title="Research:Index/eo (26% translated)" lang="eo" dir="ltr">Esperanto</a></li> <li><a href="/wiki/Research:Index/dtp" class="mw-pt-progress mw-pt-progress--complete" title="Ponoriukan : Indeks (100% translated)" lang="dtp" dir="ltr">Kadazandusun</a></li> <li><a href="/wiki/Research:Index/pap" class="mw-pt-progress mw-pt-progress--high" title="Inbestigashon:Indise (96% translated)" lang="pap" dir="ltr">Papiamentu</a></li> <li><a href="/wiki/Research:Index/qu" class="mw-pt-progress mw-pt-progress--med" title="K'usiykuy: Qallariypi qhawana (26% translated)" lang="qu" dir="ltr">Runa Simi</a></li> <li><a href="/wiki/Research:Index/de-ch" class="mw-pt-progress mw-pt-progress--high" title="Forschung:Index (96% translated)" lang="de-CH" dir="ltr">Schweizer Hochdeutsch</a></li> <li><a href="/wiki/Research:Index/su" class="mw-pt-progress mw-pt-progress--med" title="Panalungtikan:Index (41% translated)" lang="su" dir="ltr">Sunda</a></li> <li><a href="/wiki/Research:Index/da" class="mw-pt-progress mw-pt-progress--med" title="Forskning:Indeks (67% translated)" lang="da" dir="ltr">dansk</a></li> <li><a href="/wiki/Research:Index/es" class="mw-pt-progress mw-pt-progress--high" title="Investigación: Índice (85% translated)" lang="es" dir="ltr">español</a></li> <li><a href="/wiki/Research:Index/fr" class="mw-pt-progress mw-pt-progress--high" title="Recherche : Sommaire (93% translated)" lang="fr" dir="ltr">français</a></li> <li><a href="/wiki/Research:Index/hu" class="mw-pt-progress mw-pt-progress--med" title="Research:Index/hu (37% translated)" lang="hu" dir="ltr">magyar</a></li> <li><a href="/wiki/Research:Index/pl" class="mw-pt-progress mw-pt-progress--complete" title="Badania:Indeks [Po polsku] (100% translated)" lang="pl" dir="ltr">polski</a></li> <li><a href="/wiki/Research:Index/pt" class="mw-pt-progress mw-pt-progress--med" title="Pesquisa:Index (48% translated)" lang="pt" dir="ltr">português</a></li> <li><a href="/wiki/Research:Index/pt-br" class="mw-pt-progress mw-pt-progress--high" title="Pesquisa:Índice (96% translated)" lang="pt-BR" dir="ltr">português do Brasil</a></li> <li><a href="/wiki/Research:Index/ro" class="mw-pt-progress mw-pt-progress--high" title="Cercetări: index (93% translated)" lang="ro" dir="ltr">română</a></li> <li><a href="/wiki/Research:Index/sl" class="mw-pt-progress mw-pt-progress--high" title="Research:Kazalo (96% translated)" lang="sl" dir="ltr">slovenščina</a></li> <li><a href="/wiki/Research:Index/sv" class="mw-pt-progress mw-pt-progress--med" title="Research:Index (59% translated)" lang="sv" dir="ltr">svenska</a></li> <li><a href="/wiki/Research:Index/krc" class="mw-pt-progress mw-pt-progress--complete" title="Тинтиуле: Индекс (100% translated)" lang="krc" dir="ltr">къарачай-малкъар</a></li> <li><a href="/wiki/Research:Index/ky" class="mw-pt-progress mw-pt-progress--med" title="Изилдөөлөр тизмеси (30% translated)" lang="ky" dir="ltr">кыргызча</a></li> <li><a href="/wiki/Research:Index/ru" class="mw-pt-progress mw-pt-progress--complete" title="Исследования: Индекс (100% translated)" lang="ru" dir="ltr">русский</a></li> <li><a href="/wiki/Research:Index/ur" class="mw-pt-progress mw-pt-progress--high" title="تحقیق:اشاریہ (89% translated)" lang="ur" dir="rtl">اردو</a></li> <li><a href="/wiki/Research:Index/fa" class="mw-pt-progress mw-pt-progress--high" title="تحقیق: شاخص (85% translated)" lang="fa" dir="rtl">فارسی</a></li> <li><a href="/wiki/Research:Index/hi" class="mw-pt-progress mw-pt-progress--med" title="Research:Index/hi (26% translated)" lang="hi" dir="ltr">हिन्दी</a></li> <li><a href="/wiki/Research:Index/as" class="mw-pt-progress mw-pt-progress--low" title="গৱেষণাঃ সূচী (4% translated)" lang="as" dir="ltr">অসমীয়া</a></li> <li><a href="/wiki/Research:Index/bn" class="mw-pt-progress mw-pt-progress--high" title="গবেষণা:নির্ঘণ্ট (93% translated)" lang="bn" dir="ltr">বাংলা</a></li> <li><a href="/wiki/Research:Index/ml" class="mw-pt-progress mw-pt-progress--high" title="ഗവേഷണം:സൂചിക (78% translated)" lang="ml" dir="ltr">മലയാളം</a></li> <li><a href="/wiki/Research:Index/th" class="mw-pt-progress mw-pt-progress--high" title="งานวิจัย:ดัชนี (96% translated)" lang="th" dir="ltr">ไทย</a></li> <li><a href="/wiki/Research:Index/my" class="mw-pt-progress mw-pt-progress--med" title="သုတေသန:ရည်ညွှန်းချက် (33% translated)" lang="my" dir="ltr">မြန်မာဘာသာ</a></li> <li><a href="/wiki/Research:Index/xmf" class="mw-pt-progress mw-pt-progress--med" title="გითორკუალა:რეზიუმე (41% translated)" lang="xmf" dir="ltr">მარგალური</a></li> <li><a href="/wiki/Research:Index/zh" class="mw-pt-progress mw-pt-progress--high" title="研究:索引 (96% translated)" lang="zh" dir="ltr">中文</a></li> <li><a href="/wiki/Research:Index/ja" class="mw-pt-progress mw-pt-progress--high" title="調査:索引 (96% translated)" lang="ja" dir="ltr">日本語</a></li> <li><a href="/wiki/Research:Index/ko" class="mw-pt-progress mw-pt-progress--complete" title="연구:색인 (100% translated)" lang="ko" dir="ltr">한국어</a></li></ul></div> <ul class="plainlinks mw-content-ltr" style="padding:0; margin:0 0 20px; text-align:center; list-style:none; line-height:40px;" lang="en" dir="ltr"> <li style="display:inline;"><style data-mw-deduplicate="TemplateStyles:r26673050">.mw-parser-output .blue-button{background-color:#36c;border:1px solid #36c;border-radius:.125em;color:white;cursor:pointer;display:inline-block;font-family:"Helvetica 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class="ResearchIndex__projects"> <h2 id="Projects" lang="en" dir="ltr">Projects</h2> <div class="mw-heading mw-heading3"><h3 id="2024">2024</h3></div> <p><a href="/wiki/Research:Collaborative_Translation_Research" title="Research:Collaborative Translation Research">Collaborative Translation Research</a><br /> <a href="/wiki/Research:Lost_Without_Translation:_Estimation_and_Implications_of_Invisible_Languages_on_Wikipedia" title="Research:Lost Without Translation: Estimation and Implications of Invisible Languages on Wikipedia">Lost Without Translation: Estimation and Implications of Invisible Languages on Wikipedia</a><br /> <a href="/wiki/Research:Volunteer_Archetypes" title="Research:Volunteer Archetypes">Volunteer Archetypes</a><br /> <a href="/wiki/Research:Mental_Health_Narratives_on_Wikipedia_Talk_Pages" title="Research:Mental Health Narratives on Wikipedia Talk Pages">Mental Health Narratives on Wikipedia Talk Pages</a><br /> <a href="/wiki/Research:Building_a_Wikidata_Content_Gap_Index" title="Research:Building a Wikidata Content Gap Index">Building a Wikidata Content Gap Index</a><br /> <a href="/wiki/Research:Large_Language_Models_(LLMs)_Impact_on_Wikipedia%27s_Sustainability" title="Research:Large Language Models (LLMs) Impact on Wikipedia's Sustainability">Large Language Models (LLMs) Impact on Wikipedia's Sustainability</a><br /> <a href="/wiki/Research:Understanding_GLAM_professionals%E2%80%99_contributions_to_Wikidata" title="Research:Understanding GLAM professionals’ contributions to Wikidata">Understanding GLAM professionals’ contributions to Wikidata</a><br /> <a href="/wiki/Research:Wikipedia_Administrator_Recruitment,_Retention,_and_Attrition" title="Research:Wikipedia Administrator Recruitment, Retention, and Attrition">Wikipedia Administrator Recruitment, Retention, and Attrition</a><br /> </p> <div class="mw-heading mw-heading3"><h3 id="2023">2023</h3></div> <p><a href="/wiki/Research:A_Quantitative_Perspective_on_Collective_Memory_with_Wikipedia_Affordances" title="Research:A Quantitative Perspective on Collective Memory with Wikipedia Affordances">A Quantitative Perspective on Collective Memory with Wikipedia Affordances</a><br /> <a href="/wiki/Research:Understanding_How_Editors_Use_Machine_Translation_in_Wikipedia:_A_Case_Study_in_African_Languages" title="Research:Understanding How Editors Use Machine Translation in Wikipedia: A Case Study in African Languages">Understanding How Editors Use Machine Translation in Wikipedia: A Case Study in African Languages</a><br /> <a href="/wiki/Research:Editorial_protocols_and_cultural_pluralization_of_knowledge_on_Wikipedia" title="Research:Editorial protocols and cultural pluralization of knowledge on Wikipedia">Editorial protocols and cultural pluralization of knowledge on Wikipedia</a><br /> <a href="/wiki/Research:A_Whole_New_World_-_Integration_of_New_Editors_into_the_Serbian_Wikipedia_Community" title="Research:A Whole New World - Integration of New Editors into the Serbian Wikipedia Community">A Whole New World - Integration of New Editors into the Serbian Wikipedia Community</a><br /> <a href="/wiki/Research:Reducing_the_gender_gap_in_AfD_discussions:_an_evidence_scoring_approach" title="Research:Reducing the gender gap in AfD discussions: an evidence scoring approach">Reducing the gender gap in AfD discussions: an evidence scoring approach</a><br /> <a href="/wiki/Research:Social_Memory_about_Chileans_in_Wikipedia" title="Research:Social Memory about Chileans in Wikipedia">Social Memory about Chileans in Wikipedia</a><br /> <a href="/wiki/Research:Effect_of_the_Singapore_data_center_on_unique_devices_accessing_Wikipedia" title="Research:Effect of the Singapore data center on unique devices accessing Wikipedia">Effect of the Singapore data center on unique devices accessing Wikipedia</a><br /> <a href="/wiki/Research:The_Practice_of_Being_an_AI_Participant_Through_Data_Contribution_(interview_study)" title="Research:The Practice of Being an AI Participant Through Data Contribution (interview study)">The Practice of Being an AI Participant Through Data Contribution (interview study)</a><br /> </p> <div class="mw-heading mw-heading3"><h3 id="2022">2022</h3></div> <p><a href="/wiki/Research:Incubator_and_language_representation_across_Wikimedia_projects" title="Research:Incubator and language representation across Wikimedia projects">Incubator and language representation across Wikimedia projects</a><br /> <a href="/wiki/Research:Disparities_in_Online_Rule_Enforcement" title="Research:Disparities in Online Rule Enforcement">Disparities in Online Rule Enforcement</a><br /> <a href="/wiki/Research:Content_Translation_language_imbalances" title="Research:Content Translation language imbalances">Content Translation language imbalances</a><br /> <a href="/wiki/Research:Surveying_readers_and_contributors_to_Wikipedia" title="Research:Surveying readers and contributors to Wikipedia">Surveying readers and contributors to Wikipedia</a><br /> <a href="/wiki/Research:Newcomer_Experience_Pilot_Project-_Thank_You_Pages_and_Thank_You_Banners" title="Research:Newcomer Experience Pilot Project- Thank You Pages and Thank You Banners">Newcomer Experience Pilot Project- Thank You Pages and Thank You Banners</a><br /> <a href="/wiki/Research:Wikipedia_and_the_Nation%27s_Story:_Towards_equity_in_knowledge_production" title="Research:Wikipedia and the Nation's Story: Towards equity in knowledge production">Wikipedia and the Nation's Story: Towards equity in knowledge production</a><br /> <a href="/wiki/Research:Develop_a_ML-based_service_to_predict_reverts_on_Wikipedia" title="Research:Develop a ML-based service to predict reverts on Wikipedia">Develop a ML-based service to predict reverts on Wikipedia</a><br /> <a href="/wiki/Research:Wikistories_Early_Adopters_Research" title="Research:Wikistories Early Adopters Research">Wikistories Early Adopters Research</a><br /> </p> <div class="mw-heading mw-heading3"><h3 id="2021">2021</h3></div> <p><a href="/wiki/Research:Wikipedia_Edit_Types/Python_package" title="Research:Wikipedia Edit Types/Python package">Wikipedia Edit Types/Python package</a><br /> <a href="/wiki/Research:Infrastructural_Needs_of_Indian_Language_Wikisource_Projects" title="Research:Infrastructural Needs of Indian Language Wikisource Projects">Infrastructural Needs of Indian Language Wikisource Projects</a><br /> <a href="/wiki/Research:Exploring_Knowledge_repositories_on_Water_resources_in_India" title="Research:Exploring Knowledge repositories on Water resources in India">Exploring Knowledge repositories on Water resources in India</a><br /> <a href="/wiki/Research:Mapping_Content_on_Gender_and_Sexuality_in_Indian_Languages" title="Research:Mapping Content on Gender and Sexuality in Indian Languages">Mapping Content on Gender and Sexuality in Indian Languages</a><br /> <a href="/wiki/Research:Analyzing_sources_on_Wikipedia" title="Research:Analyzing sources on Wikipedia">Analyzing sources on Wikipedia</a><br /> <a href="/wiki/Research:%E2%80%9CNewcomer_Experience%E2%80%9D_pilot_project_-_Advancement_Email_campaigns" title="Research:“Newcomer Experience” pilot project - Advancement Email campaigns">“Newcomer Experience” pilot project - Advancement Email campaigns</a><br /> <a href="/wiki/Research:Section_Translation_Post-Improvements_Testing" title="Research:Section Translation Post-Improvements Testing">Section Translation Post-Improvements Testing</a><br /> <a href="/wiki/Research:Wikistories_Africa_Research_(Nigeria,_Kenya,_South_Africa)" title="Research:Wikistories Africa Research (Nigeria, Kenya, South Africa)">Wikistories Africa Research (Nigeria, Kenya, South Africa)</a><br /> </p> <div class="mw-heading mw-heading3"><h3 id="2020">2020</h3></div> <p><a href="/wiki/Research:A_Brief_Analysis_of_Bengali_Wikipedia%E2%80%99s_Journey_to_100,000_Articles/ja" title="Research:A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/ja">A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/ja</a><br /> <a href="/wiki/Research:A_Brief_Analysis_of_Bengali_Wikipedia%E2%80%99s_Journey_to_100,000_Articles/te" title="Research:A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/te">A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/te</a><br /> <a href="/wiki/Research:A_Brief_Analysis_of_Bengali_Wikipedia%E2%80%99s_Journey_to_100,000_Articles/da" title="Research:A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/da">A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/da</a><br /> <a href="/wiki/Research:Modeling_collective_meaning" title="Research:Modeling collective meaning">Modeling collective meaning</a><br /> <a href="/wiki/Research:A_Brief_Analysis_of_Bengali_Wikipedia%E2%80%99s_Journey_to_100,000_Articles/hu" title="Research:A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/hu">A Brief Analysis of Bengali Wikipedia’s Journey to 100,000 Articles/hu</a><br /> <a href="/wiki/Research:Homepage_content_suggestions_in_the_KaiOS_app,_2021" title="Research:Homepage content suggestions in the KaiOS app, 2021">Homepage content suggestions in the KaiOS app, 2021</a><br /> <a href="/wiki/Research:Prioritization_of_Wikipedia_Articles/Importance/Vital_Articles" title="Research:Prioritization of Wikipedia Articles/Importance/Vital Articles">Prioritization of Wikipedia Articles/Importance/Vital Articles</a><br /> <a href="/wiki/Research:Characterizing_Readers_Navigation/Comparing-webrequest-logs-and-clickstream-data" title="Research:Characterizing Readers Navigation/Comparing-webrequest-logs-and-clickstream-data">Characterizing Readers Navigation/Comparing-webrequest-logs-and-clickstream-data</a><br /> </p> <div style="margin-left:1.6em"><a href="/wiki/Special:MyLanguage/R:Projects" title="Special:MyLanguage/R:Projects"><b>More...</b></a></div> <div style="text-align:center;"> <p><a href="/wiki/Special:MyLanguage/Research:New_project" title="Special:MyLanguage/Research:New project"><span class="submit ui-button ui-widget ui-state-default ui-corner-all ui-button-text-icon-primary ui-button-blue ui-button-large" role="button"><span class="ui-button-icon-primary ui-icon ui-icon-plusthick"> </span><span class="ui-button-text"><b>project</b></span></span></a> </p> </div> </div> <div class="ResearchIndex__resources"> <h2 id="Resources" lang="en" dir="ltr">Resources</h2> <p>This section includes useful resources for Wikimedia researchers such as: </p> <ul><li><a href="/wiki/Special:MyLanguage/Research:Newsletter" title="Special:MyLanguage/Research:Newsletter">The Wikimedia Research newsletter</a>: the latest updates on wiki research</li> <li><a href="https://commons.wikimedia.org/wiki/Special:MyLanguage/Category:Wikimedia_Research_Showcase" class="extiw" title="c:Special:MyLanguage/Category:Wikimedia Research Showcase">Research Showcase videos</a></li> <li><a href="/wiki/Special:MyLanguage/Research:Codex" title="Special:MyLanguage/Research:Codex">Research codex</a>: a living summary of published research about collaborative systems, designed to be useful to working Wikimedians. You can edit it!</li> <li><a href="/wiki/Special:MyLanguage/Research:Data" title="Special:MyLanguage/Research:Data">Data</a>: An overview of Wikimedia's data sources</li> <li><a href="/wiki/Special:MyLanguage/Research:People" title="Special:MyLanguage/Research:People">People</a>: who's doing what in wiki research</li> <li><a href="/wiki/Special:MyLanguage/Research:Resources#Research_Tools:_Statistics.2C_Visualization.2C_etc." title="Special:MyLanguage/Research:Resources">Code libraries and research tools</a></li> <li><a href="/wiki/Special:MyLanguage/Research:Resources#Bibliographies_and_References" title="Special:MyLanguage/Research:Resources">Bibliographic reference pools</a></li> <li><a href="/wiki/Special:MyLanguage/Research:Resources#Conferences_and_Events" title="Special:MyLanguage/Research:Resources">Conferences, workshops and events</a></li> <li><a class="external text" href="https://query.wikidata.org/embed.html#SELECT%20%3Fwork%20%3FworkLabel%20%3FprojectLabel%20WHERE%20%7B%0A%20%20SERVICE%20wikibase%3Alabel%20%7B%20bd%3AserviceParam%20wikibase%3Alanguage%20%22%5BAUTO_LANGUAGE%5D%2Cen%22.%20%7D%0A%20%20%3Fwork%20wdt%3AP921%20%3Fproject.%0A%20%20%3Fproject%20wdt%3AP31%2Fwdt%3AP279%2a%20wd%3AQ14827288.%0A%7D%0ALIMIT%2010000">Works about Wikimedia projects</a> known to Wikidata</li> <li><a href="/wiki/Special:MyLanguage/Research:Resources#Communities_and_Groups" title="Special:MyLanguage/Research:Resources">Wiki research discussion groups</a></li> <li>The <a class="external text" href="https://lists.wikimedia.org/mailman/listinfo/wiki-research-l">wiki-research-l</a> mailing list</li> <li>The <a class="external text" href="https://meta.wikimedia.org/wiki/Grants:Programs/Wikimedia_Research_%26_Technology_Fund">Research Fund</a></li> <li>The <a href="https://www.mediawiki.org/wiki/Product_Analytics/Style_guide" class="extiw" title="mw:Product Analytics/Style guide">Product Analytics style guide</a>: code conventions for SQL, Python, and R. Consider adopting them to make your work more consistent and easier for others in the movement to read!</li></ul> <div style="margin-left:1.6em"><a href="/wiki/Special:MyLanguage/Research:Resources" title="Special:MyLanguage/Research:Resources"><b>More...</b></a></div> </div> <div class="ResearchIndex__help"> <h2 id="Support" lang="en" dir="ltr">Support</h2> <p>Need help with anything research-related? 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