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<!doctype html><html lang=en><head><meta charset=utf-8><link rel=apple-touch-icon sizes=76x76 href=/img/apple-touch-icon.png><link rel=icon type=image/png href=/img/favicon.png><meta http-equiv=x-ua-compatible content="IE=edge,chrome=1"><title>Research Organization Registry (ROR) | Data</title><meta name=description content="The Research Organization Registry (ROR) is a global, community-led registry of open persistent identifiers for research organizations. ROR aims to provide a persistent identifier (PID) for every research organization in the world, just as ORCID provides persistent identifiers for researchers and DOIs provide persistent identifiers for research outputs. All ROR data is open on the web and public domain via CC0, and the ROR dataset and API are free to use."><meta content="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=0,shrink-to-fit=no" name=viewport><link rel=preconnect href=https://fonts.googleapis.com><link rel=preconnect href=https://fonts.gstatic.com crossorigin><link rel=stylesheet href=https://ror.org/vendor/fontawesome/css/fontawesome.css><link rel=stylesheet href=https://ror.org/vendor/fontawesome/css/brands.css><link rel=stylesheet href=https://ror.org/vendor/fontawesome/css/solid.css><link href=//cdnjs.cloudflare.com/ajax/libs/cc-icons/1.2.1/css/cc-icons.min.css rel=stylesheet><link href=//cdn-images.mailchimp.com/embedcode/classic-10_7.css rel=stylesheet type=text/css><meta property="og:title" content="Data"><meta property="og:description" content="The Research Organization Registry (ROR) is a global, community-led registry of open persistent identifiers for research organizations. ROR aims to provide a persistent identifier (PID) for every research organization in the world, just as ORCID provides persistent identifiers for researchers and DOIs provide persistent identifiers for research outputs. All ROR data is open on the web and public domain via CC0, and the ROR dataset and API are free to use."><meta property="og:type" content="website"><meta property="og:url" content="https://ror.org/tags/data/"><meta property="og:image" content="https://ror.org/img/ror-logo-800.png"><meta property="og:site_name" content="Research Organization Registry (ROR)"><link rel=stylesheet href=https://ror.org/css/hugo-ror.css><link href="https://fonts.googleapis.com/icon?family=Material+Icons+Outlined" rel=stylesheet><link rel="shortcut icon" href="https://ror.org/img/favicon.ico?v=2" type=image/x-icon><link rel=apple-touch-icon href="https://ror.org/img/apple-touch-icon.png?v=2"><link rel=alternate href=https://ror.org/index.xml type=application/rss+xml title="Research Organization Registry (ROR)"><script>var _paq=window._paq=window._paq||[];_paq.push(["setDomains",["*.ror.org"]]),_paq.push(["trackPageView"]),_paq.push(["enableLinkTracking"]),function(){t="https://crossref.matomo.cloud/",_paq.push(["setTrackerUrl",t+"matomo.php"]),_paq.push(["setSiteId","30"]);var t,n=document,e=n.createElement("script"),s=n.getElementsByTagName("script")[0];e.async=!0,e.src="https://cdn.matomo.cloud/crossref.matomo.cloud/matomo.js",s.parentNode.insertBefore(e,s)}()</script></head><body class=taxonomy><div class=wrapper id=all><header><nav class="navbar navbar-expand-lg bg-white"><div class=container-fluid><a class="navbar-brand d-block" href=https://ror.org/><img class="pl-0 pr-0" src=https://ror.org/img/ror-logo.svg alt="Research Organization Registry logo"></a> <button class=navbar-toggler type=button data-toggle=collapse data-target=#navbarCollapse aria-controls=navbarSupportedContent aria-expanded=false aria-label="Toggle navigation"> <span class="navbar-toggler-bar bar1"></span> <span class="navbar-toggler-bar bar2"></span> <span class="navbar-toggler-bar bar3"></span></button><div class="collapse navbar-collapse" id=navbarCollapse><ul class="nav navbar-nav ml-auto"><li class=nav-item><a class=nav-link href=/about><p>About</p></a></li><li class=nav-item><a class=nav-link href=/registry><p>Registry</p></a></li><li class=nav-item><a class=nav-link href=/community><p>Community</p></a></li><li class=nav-item><a class=nav-link href=/blog><p>Blog</p></a></li><li class=nav-item><a class="nav-link external" href=https://ror.readme.io/><p>Documentation <i class="fa-solid fa-external-link"></i></p></a></li></ul></div></div></nav></header><section class="section section-banner" id=content><div class="page-banner jumbotron" style="background:url(/img/banners/ROR_Banner-green.png)50% no-repeat"><div class=container><div class=row><div class="col-md-12 mr-auto"><h1 id=page-title>Data</h1></div></div></div></div><section class=breadcrumbs-wrap><div class="container breadcrumbs-wrap"><div class=row><div class="col-md-9 mr-auto"><div role=navigation aria-label="breadcrumbs navigation"><ul class=breadcrumbs><li><a href=https://ror.org/>Home</a><span>></span></li><li><a href=/blog/>Blog</a><span>></span></li><li>Data</li></ul></div></div></div></div></section><div class="section container"><div class=row><div class=col-md-9><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2024-06-27-anatomy-of-metadata-matching/><img src=/img/blog/matching-anatomy/yellow-matching-figure-02.png class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/explainers>Explainers</a></strong><h2><a href=https://ror.org/blog/2024-06-27-anatomy-of-metadata-matching/>The Anatomy of Metadata Matching (cross-post)</a></h2><div class="clearfix post-meta"><p class=author-category>By Dominika Tkaczyk and Adam Buttrick</p><p class=date-comments><a href=https://ror.org/blog/2024-06-27-anatomy-of-metadata-matching/>June 27, 2024</a></p></div><p class=intro>The second blog post about metadata matching by ROR’s Adam Buttrick and Crossref’s Dominika Tkaczyk describes some basic matching-related terminology and the components of a matching process, then poses some typical product questions to consider when developing or integrating matching solutions.</p><p class=read-more><a href=https://ror.org/blog/2024-06-27-anatomy-of-metadata-matching/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2024-05-16-metadata-matching-101/><img src=/img/blog/matching101/yellow-matching-thumb.png class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/explainers>Explainers</a></strong><h2><a href=https://ror.org/blog/2024-05-16-metadata-matching-101/>Metadata Matching 101: What Is It and Why Do We Need It? (cross-post)</a></h2><div class="clearfix post-meta"><p class=author-category>By Dominika Tkaczyk and Adam Buttrick</p><p class=date-comments><a href=https://ror.org/blog/2024-05-16-metadata-matching-101/>May 16, 2024</a></p></div><p class=intro>ROR Curation Lead Adam Buttrick has been working with Crossref Head of Strategic Initiatives Dominika Tkaczyk to explore improvements in automatic metadata matching strategies that can result in better metadata for everyone.</p><p class=read-more><a href=https://ror.org/blog/2024-05-16-metadata-matching-101/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2023-09-14-beta-test/><img src=/img/ror-v2.png class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/requests>Requests</a></strong><h2><a href=https://ror.org/blog/2023-09-14-beta-test/>Help Us Test v2 of the ROR API!</a></h2><div class="clearfix post-meta"><p class=author-category>By Liz Krznarich, Amanda French</p><p class=date-comments><a href=https://ror.org/blog/2023-09-14-beta-test/>September 14, 2023</a></p></div><p class=intro>After nearly a year of planning and community input, we are thrilled to release a beta version of ROR’s first major schema and API update, which is open to the public for testing through October 16, 2023.</p><p class=read-more><a href=https://ror.org/blog/2023-09-14-beta-test/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2022-12-14-schema-scheming/><img src=/img/ror-elements-tech-u-kenya.png class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/requests>Requests</a></strong><h2><a href=https://ror.org/blog/2022-12-14-schema-scheming/>Schema Scheming: Evolving the ROR Data Model</a></h2><div class="clearfix post-meta"><p class=author-category>By Amanda French and Liz Krzarnich</p><p class=date-comments><a href=https://ror.org/blog/2022-12-14-schema-scheming/>December 14, 2022</a></p></div><p class=intro>We’ve run several calls for feedback in 2022, but here’s one you’ll definitely want to chime in on: our draft proposal of major changes to the ROR data model for schema version 2.</p><p class=read-more><a href=https://ror.org/blog/2022-12-14-schema-scheming/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2020-12-16-aligning-ror-with-posi/><img src=/img/lion-profile-sq.jpg class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/general-updates>General Updates</a></strong><h2><a href=https://ror.org/blog/2020-12-16-aligning-ror-with-posi/>Aligning ROR with the Principles of Open Scholarly Infrastructure</a></h2><div class="clearfix post-meta"><p class=author-category>By ROR Leadership Team</p><p class=date-comments><a href=https://ror.org/blog/2020-12-16-aligning-ror-with-posi/>December 16, 2020</a></p></div><p class=intro>The scholarly community depends on a network of open identifier and metadata infrastructure. Content identifiers and contributor identifiers are foundational components of this network.</p><p class=read-more><a href=https://ror.org/blog/2020-12-16-aligning-ror-with-posi/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2020-12-11-the-path-to-ror-adoption/><img src=/img/tiger-pool-sq.jpg class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/adoption-news>Adoption News</a></strong><h2><a href=https://ror.org/blog/2020-12-11-the-path-to-ror-adoption/>The Path to ROR Adoption in Scholarly Publishing and Beyond</a></h2><div class="clearfix post-meta"><p class=author-category>By Maria Gould</p><p class=date-comments><a href=https://ror.org/blog/2020-12-11-the-path-to-ror-adoption/>December 11, 2020</a></p></div><p class=intro>ROR offers an open and community-driven solution for tracking research outputs by institutions. ROR identifiers for research organizations are not meant to exist on their own.</p><p class=read-more><a href=https://ror.org/blog/2020-12-11-the-path-to-ror-adoption/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section><section class=post><div class=row><div class=col-md-4><div class=image><a href=https://ror.org/blog/2020-11-18-what-does-it-mean-to-be-in-ror/><img src=/img/lion-reflection-sq.jpg class="img-raised rounded" alt></a></div></div><div class=col-md-8><strong class=blog-category><a class=category-link href=https://ror.org/categories/explainers>Explainers</a></strong><h2><a href=https://ror.org/blog/2020-11-18-what-does-it-mean-to-be-in-ror/>What Does it Mean to Be in ROR?</a></h2><div class="clearfix post-meta"><p class=author-category>By Maria Gould</p><p class=date-comments><a href=https://ror.org/blog/2020-11-18-what-does-it-mean-to-be-in-ror/>November 16, 2020</a></p></div><p class=intro>Some of the most frequent questions ROR receives are about what it means when an organization is in ROR, and how organizations end up in the registry in the first place.</p><p class=read-more><a href=https://ror.org/blog/2020-11-18-what-does-it-mean-to-be-in-ror/ class="btn btn-sm btn-round">Continue reading</a></p></div></div></section></div><div class=col-md-3><div class="card card-plain"><h3 class=card-title><a href=/index.xml><i class="fa-solid fa-rss" aria-hidden=true></i> <span>RSS Feed</span></a></h3><div class="card card-plain taxonomy"><div class=card-body><h3 class=card-title>Categories</h3><ul class="nav nav-pills nav-stacked categories"><li><a href=https://ror.org/categories/adoption-news><span>Adoption News (6)</span></a></li><li><a href=https://ror.org/categories/case-studies><span>Case Studies (13)</span></a></li><li><a href=https://ror.org/categories/event-recaps><span>Event Recaps (8)</span></a></li><li><a href=https://ror.org/categories/explainers><span>Explainers (12)</span></a></li><li><a href=https://ror.org/categories/general-updates><span>General Updates (14)</span></a></li><li><a href=https://ror.org/categories/requests><span>Requests (6)</span></a></li><li><a href=https://ror.org/categories/team-updates><span>Team Updates (7)</span></a></li><li><a href=https://ror.org/categories/technical-news><span>Technical News (7)</span></a></li><li><a href=https://ror.org/categories/use-cases><span>Use Cases (1)</span></a></li><li><a href=https://ror.org/categories/year-in-review><span>Year in Review (4)</span></a></li></ul></div></div><div class="card card-plain taxonomy"><div class=card-body><h3 class=card-title>Archives</h3><ul class="nav nav-pills nav-stacked"><li><a href=/archives/2024>2024</a> <span class=blog-count>(17)</span></li><li><a href=/archives/2023>2023</a> <span class=blog-count>(20)</span></li><li><a href=/archives/2022>2022</a> <span class=blog-count>(13)</span></li><li><a href=/archives/2021>2021</a> <span class=blog-count>(9)</span></li><li><a href=/archives/2020>2020</a> <span class=blog-count>(7)</span></li><li><a href=/archives/2019>2019</a> <span class=blog-count>(10)</span></li><li><a href=/archives/2018>2018</a> <span class=blog-count>(2)</span></li></ul></div></div><div class="card card-plain taxonomy"><div class=card-body><h3 class=card-title>Tags</h3><ul class=list-unstyled><li><a href=https://ror.org/tags/adoption><i class="fa fa-tags"></i> <span>adoption</span></a></li><li><a href=https://ror.org/tags/annual-meeting><i class="fa fa-tags"></i> <span>annual-meeting</span></a></li><li><a href=https://ror.org/tags/api><i class="fa fa-tags"></i> <span>api</span></a></li><li><a href=https://ror.org/tags/aps><i class="fa fa-tags"></i> <span>aps</span></a></li><li><a href=https://ror.org/tags/caltechdata><i class="fa fa-tags"></i> <span>caltechdata</span></a></li><li><a href=https://ror.org/tags/clear-skies><i class="fa fa-tags"></i> <span>clear-skies</span></a></li><li><a href=https://ror.org/tags/coki><i class="fa fa-tags"></i> <span>coki</span></a></li><li><a href=https://ror.org/tags/communication><i class="fa fa-tags"></i> <span>communication</span></a></li><li><a href=https://ror.org/tags/community><i class="fa fa-tags"></i> <span>community</span></a></li><li><a href=https://ror.org/tags/cross-post><i class="fa fa-tags"></i> <span>cross-post</span></a></li><li><a href=https://ror.org/tags/crossref><i class="fa fa-tags"></i> <span>crossref</span></a></li><li><a href=https://ror.org/tags/curation><i class="fa fa-tags"></i> <span>curation</span></a></li><li><i class="fa-solid fa-tags"></i> <span>data</span></li><li><a href=https://ror.org/tags/datacite><i class="fa fa-tags"></i> <span>datacite</span></a></li><li><a href=https://ror.org/tags/datasalon><i class="fa fa-tags"></i> <span>datasalon</span></a></li><li><a href=https://ror.org/tags/development><i class="fa fa-tags"></i> <span>development</span></a></li><li><a href=https://ror.org/tags/dryad><i class="fa fa-tags"></i> <span>dryad</span></a></li><li><a href=https://ror.org/tags/europepmc><i class="fa fa-tags"></i> <span>europepmc</span></a></li><li><a href=https://ror.org/tags/facilities><i class="fa fa-tags"></i> <span>facilities</span></a></li><li><a href=https://ror.org/tags/fairsharing><i class="fa fa-tags"></i> <span>fairsharing</span></a></li><li><a href=https://ror.org/tags/feedback><i class="fa fa-tags"></i> <span>feedback</span></a></li><li><a href=https://ror.org/tags/figshare><i class="fa fa-tags"></i> <span>figshare</span></a></li><li><a href=https://ror.org/tags/funders><i class="fa fa-tags"></i> <span>funders</span></a></li><li><a href=https://ror.org/tags/governance><i class="fa fa-tags"></i> <span>governance</span></a></li><li><a href=https://ror.org/tags/grei><i class="fa fa-tags"></i> <span>grei</span></a></li><li><a href=https://ror.org/tags/grid><i class="fa fa-tags"></i> <span>grid</span></a></li><li><a href=https://ror.org/tags/hierarchy><i class="fa fa-tags"></i> <span>hierarchy</span></a></li><li><a href=https://ror.org/tags/implementation><i class="fa fa-tags"></i> <span>implementation</span></a></li><li><a href=https://ror.org/tags/integrations><i class="fa fa-tags"></i> <span>integrations</span></a></li><li><a href=https://ror.org/tags/interviews><i class="fa fa-tags"></i> <span>interviews</span></a></li><li><a href=https://ror.org/tags/inveniordm><i class="fa fa-tags"></i> <span>inveniordm</span></a></li><li><a href=https://ror.org/tags/jobs><i class="fa fa-tags"></i> <span>jobs</span></a></li><li><a href=https://ror.org/tags/latin-america><i class="fa fa-tags"></i> <span>latin-america</span></a></li><li><a href=https://ror.org/tags/machine-learning><i class="fa fa-tags"></i> <span>machine-learning</span></a></li><li><a href=https://ror.org/tags/matching><i class="fa fa-tags"></i> <span>matching</span></a></li><li><a href=https://ror.org/tags/metadata><i class="fa fa-tags"></i> <span>metadata</span></a></li><li><a href=https://ror.org/tags/mvr><i class="fa fa-tags"></i> <span>mvr</span></a></li><li><a href=https://ror.org/tags/open-access><i class="fa fa-tags"></i> <span>open-access</span></a></li><li><a href=https://ror.org/tags/open-infrastructure><i class="fa fa-tags"></i> <span>open-infrastructure</span></a></li><li><a href=https://ror.org/tags/openalex><i class="fa fa-tags"></i> <span>openalex</span></a></li><li><a href=https://ror.org/tags/optica><i class="fa fa-tags"></i> <span>optica</span></a></li><li><a href=https://ror.org/tags/orcid><i class="fa fa-tags"></i> <span>orcid</span></a></li><li><a href=https://ror.org/tags/osf><i class="fa fa-tags"></i> <span>osf</span></a></li><li><a href=https://ror.org/tags/persistent-identifiers><i class="fa fa-tags"></i> <span>persistent-identifiers</span></a></li><li><a href=https://ror.org/tags/pidapalooza><i class="fa fa-tags"></i> <span>pidapalooza</span></a></li><li><a href=https://ror.org/tags/pids><i class="fa fa-tags"></i> <span>pids</span></a></li><li><a href=https://ror.org/tags/prototype><i class="fa fa-tags"></i> <span>prototype</span></a></li><li><a href=https://ror.org/tags/publishers><i class="fa fa-tags"></i> <span>publishers</span></a></li><li><a href=https://ror.org/tags/publishing><i class="fa fa-tags"></i> <span>publishing</span></a></li><li><a href=https://ror.org/tags/registry><i class="fa fa-tags"></i> <span>registry</span></a></li><li><a href=https://ror.org/tags/research-integrity><i class="fa fa-tags"></i> <span>research-integrity</span></a></li><li><a href=https://ror.org/tags/researchequals><i class="fa fa-tags"></i> <span>researchequals</span></a></li><li><a href=https://ror.org/tags/resources><i class="fa fa-tags"></i> <span>resources</span></a></li><li><a href=https://ror.org/tags/rockefeller-university-press><i class="fa fa-tags"></i> <span>rockefeller-university-press</span></a></li><li><a href=https://ror.org/tags/rrid><i class="fa fa-tags"></i> <span>rrid</span></a></li><li><a href=https://ror.org/tags/schema><i class="fa fa-tags"></i> <span>schema</span></a></li><li><a href=https://ror.org/tags/scholastica><i class="fa fa-tags"></i> <span>scholastica</span></a></li><li><a href=https://ror.org/tags/silverchair><i class="fa fa-tags"></i> <span>silverchair</span></a></li><li><a href=https://ror.org/tags/steering-group><i class="fa fa-tags"></i> <span>steering-group</span></a></li><li><a href=https://ror.org/tags/straininfo><i class="fa fa-tags"></i> <span>straininfo</span></a></li><li><a href=https://ror.org/tags/sustainability><i class="fa fa-tags"></i> <span>sustainability</span></a></li><li><a href=https://ror.org/tags/team><i class="fa fa-tags"></i> <span>team</span></a></li><li><a href=https://ror.org/tags/working-group><i class="fa fa-tags"></i> <span>working-group</span></a></li><li><a href=https://ror.org/tags/zenodo><i class="fa fa-tags"></i> <span>zenodo</span></a></li></ul></div></div></div></div></div></section></div><section class="section 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