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</a><div class="searchBox_ZlJk"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span class="DocSearch-Button-Container"><svg width="20" height="20" class="DocSearch-Search-Icon" viewBox="0 0 20 20" aria-hidden="true"><path d="M14.386 14.386l4.0877 4.0877-4.0877-4.0877c-2.9418 2.9419-7.7115 2.9419-10.6533 0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_z2l0 docsWrapper_BCFX"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_sjWU" type="button"></button><div class="docPage__5DB"><main class="docMainContainer_gTbr docMainContainerEnhanced_Uz_u"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><div style="display:flex;justify-content:center;padding:20px;height:190px"><img loading="lazy" alt="DataHub Logo" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-logo-color-mark.svg" class="img_ev3q"></div><h1>DataHub: The Data Discovery Platform for the Modern Data Stack</h1><h3 class="anchor anchorWithStickyNavbar_LWe7" id="built-with--by--datahub-and--linkedin">Built with ❤️ by <img loading="lazy" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-logo-color-mark.svg" width="20" class="img_ev3q"> <a href="https://datahub.com" target="_blank" rel="noopener noreferrer">DataHub</a> and <img loading="lazy" src="https://docs.datahub.com/img/LI-In-Bug.png" width="20" class="img_ev3q"> <a href="https://engineering.linkedin.com" target="_blank" rel="noopener noreferrer">LinkedIn</a><a href="#built-with--by--datahub-and--linkedin" class="hash-link" aria-label="Direct link to built-with--by--datahub-and--linkedin" title="Direct link to built-with--by--datahub-and--linkedin"></a></h3><div><a href="https://github.com/datahub-project/datahub/blob/master/LICENSE" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="Apache 2.0 License" src="https://img.shields.io/badge/License-Apache_2.0-blue.svg?label=license&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a><a href="https://pypi.org/project/acryl-datahub/" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="PyPI" src="https://img.shields.io/pypi/dm/acryl-datahub?label=downloads&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a><a href="https://github.com/datahub-project/datahub/pulse" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/datahub-project/datahub?label=commits&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a><br><a href="https://datahub.com/slack?utm_source=github&amp;utm_medium=readme&amp;utm_campaign=github_readme" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="Slack" src="https://img.shields.io/badge/slack-join_community-red.svg?logo=slack&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a><a href="https://www.youtube.com/channel/UC3qFQC5IiwR5fvWEqi_tJ5w" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="YouTube" src="https://img.shields.io/youtube/channel/subscribers/UC3qFQC5IiwR5fvWEqi_tJ5w?style=flat&amp;logo=youtube&amp;label=subscribers&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a><a href="https://medium.com/datahub-project/" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="Medium" src="https://img.shields.io/badge/blog-DataHub-red.svg?style=flat&amp;logo=medium&amp;logoColor=white&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a><a href="https://x.com/datahubproject" target="_blank" rel="noopener noreferrer"><img loading="lazy" alt="X (formerly Twitter) Follow" src="https://img.shields.io/badge/follow-datahubproject-red.svg?style=flat&amp;logo=x&amp;labelColor=133554&amp;color=1890ff" class="img_ev3q"></a></div><hr><h3 class="anchor anchorWithStickyNavbar_LWe7" id="-docs-docsdatahubcom">🏠 Docs: <a href="/">docs.datahub.com</a><a href="#-docs-docsdatahubcom" class="hash-link" aria-label="Direct link to -docs-docsdatahubcom" title="Direct link to -docs-docsdatahubcom"></a></h3><p><a href="/docs/quickstart">Quickstart</a> |
<a href="/docs/features">Features</a> |
<a href="https://feature-requests.datahubproject.io/roadmap" target="_blank" rel="noopener noreferrer">Roadmap</a> |
<a href="#adoption">Adoption</a> |
<a href="https://demo.datahub.com/" target="_blank" rel="noopener noreferrer">Demo</a> |
<a href="/docs/townhalls">Town Hall</a></p><hr><blockquote><p>📣DataHub Town Hall is the 4th Thursday at 9am US PT of every month - <a href="https://lu.ma/datahubevents/" target="_blank" rel="noopener noreferrer">add it to your calendar!</a></p><ul><li>Town-hall Zoom link: <a href="https://zoom.datahubproject.io" target="_blank" rel="noopener noreferrer">zoom.datahubproject.io</a></li><li><a href="/docs/townhalls">Meeting details</a> &amp; <a href="/docs/townhall-history">past recordings</a></li></ul></blockquote><blockquote><p>DataHub Community Highlights:</p><ul><li>Read our Monthly Project Updates <a href="https://medium.com/datahub-project/tagged/project-updates" target="_blank" rel="noopener noreferrer">here</a>.</li><li>Bringing The Power Of The DataHub Real-Time Metadata Graph To Everyone At DataHub: <a href="https://www.dataengineeringpodcast.com/acryl-data-datahub-metadata-graph-episode-230/" target="_blank" rel="noopener noreferrer">Data Engineering Podcast</a></li><li>Check out our most-read blog post, <a href="https://engineering.linkedin.com/blog/2020/datahub-popular-metadata-architectures-explained" target="_blank" rel="noopener noreferrer">DataHub: Popular Metadata Architectures Explained</a> @ LinkedIn Engineering Blog.</li><li>Join us on <a href="/docs/slack">Slack</a>! Ask questions and keep up with the latest announcements.</li></ul></blockquote><h2 class="anchor anchorWithStickyNavbar_LWe7" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction"></a></h2><p>DataHub is an open-source data catalog for the modern data stack. Read about the architectures of different metadata systems and why DataHub excels <a href="https://engineering.linkedin.com/blog/2020/datahub-popular-metadata-architectures-explained" target="_blank" rel="noopener noreferrer">here</a>. Also read our
<a href="https://engineering.linkedin.com/blog/2019/data-hub" target="_blank" rel="noopener noreferrer">LinkedIn Engineering blog post</a>, check out our <a href="https://speakerdeck.com/shirshanka/the-evolution-of-metadata-linkedins-journey-strata-nyc-2019" target="_blank" rel="noopener noreferrer">Strata presentation</a> and watch our <a href="https://www.youtube.com/watch?v=OB-O0Y6OYDE" target="_blank" rel="noopener noreferrer">Crunch Conference Talk</a>. You should also visit <a href="/docs/architecture/architecture">DataHub Architecture</a> to get a better understanding of how DataHub is implemented.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="features--roadmap">Features &amp; Roadmap<a href="#features--roadmap" class="hash-link" aria-label="Direct link to Features &amp; Roadmap" title="Direct link to Features &amp; Roadmap"></a></h2><p>Check out DataHub&#x27;s <a href="/docs/features">Features</a> &amp; <a href="https://feature-requests.datahubproject.io/roadmap" target="_blank" rel="noopener noreferrer">Roadmap</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="demo-and-screenshots">Demo and Screenshots<a href="#demo-and-screenshots" class="hash-link" aria-label="Direct link to Demo and Screenshots" title="Direct link to Demo and Screenshots"></a></h2><p>There&#x27;s a <a href="https://demo.datahub.com/" target="_blank" rel="noopener noreferrer">hosted demo environment</a> courtesy of DataHub where you can explore DataHub without installing it locally.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="quickstart">Quickstart<a href="#quickstart" class="hash-link" aria-label="Direct link to Quickstart" title="Direct link to Quickstart"></a></h2><p>Please follow the <a href="/docs/quickstart">DataHub Quickstart Guide</a> to run DataHub locally using <a href="https://docker.com" target="_blank" rel="noopener noreferrer">Docker</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="development">Development<a href="#development" class="hash-link" aria-label="Direct link to Development" title="Direct link to Development"></a></h2><p>If you&#x27;re looking to build &amp; modify datahub please take a look at our <a href="/docs/developers">Development Guide</a>.</p><p align="center"><a href="https://demo.datahub.com/" target="_blank" rel="noopener noreferrer"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/entity.png" class="img_ev3q"></a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="source-code-and-repositories">Source Code and Repositories<a href="#source-code-and-repositories" class="hash-link" aria-label="Direct link to Source Code and Repositories" title="Direct link to Source Code and Repositories"></a></h2><ul><li><a href="https://github.com/datahub-project/datahub" target="_blank" rel="noopener noreferrer">datahub-project/datahub</a>: This repository contains the complete source code for DataHub&#x27;s metadata model, metadata services, integration connectors and the web application.</li><li><a href="https://github.com/acryldata/datahub-actions" target="_blank" rel="noopener noreferrer">acryldata/datahub-actions</a>: DataHub Actions is a framework for responding to changes to your DataHub Metadata Graph in real time.</li><li><a href="https://github.com/acryldata/datahub-helm" target="_blank" rel="noopener noreferrer">acryldata/datahub-helm</a>: Helm charts for deploying DataHub on a Kubernetes cluster</li><li><a href="https://github.com/acryldata/meta-world" target="_blank" rel="noopener noreferrer">acryldata/meta-world</a>: A repository to store recipes, custom sources, transformations and other things to make your DataHub experience magical.</li><li><a href="https://github.com/acryldata/dbt-impact-action" target="_blank" rel="noopener noreferrer">dbt-impact-action</a>: A github action for commenting on your PRs with a summary of the impact of changes within a dbt project.</li><li><a href="https://github.com/makenotion/datahub-tools" target="_blank" rel="noopener noreferrer">datahub-tools</a>: Additional python tools to interact with the DataHub GraphQL endpoints, built by Notion.</li><li><a href="https://github.com/acryldata/business-glossary-sync-action" target="_blank" rel="noopener noreferrer">business-glossary-sync-action</a>: A github action that opens PRs to update your business glossary yaml file.</li><li><a href="https://github.com/acryldata/mcp-server-datahub" target="_blank" rel="noopener noreferrer">mcp-server-datahub</a>: A <a href="https://modelcontextprotocol.io/" target="_blank" rel="noopener noreferrer">Model Context Protocol</a> server implementation for DataHub.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="releases">Releases<a href="#releases" class="hash-link" aria-label="Direct link to Releases" title="Direct link to Releases"></a></h2><p>See <a href="https://github.com/datahub-project/datahub/releases" target="_blank" rel="noopener noreferrer">Releases</a> page for more details. We follow the <a href="https://semver.org" target="_blank" rel="noopener noreferrer">SemVer Specification</a> when versioning the releases and adopt the <a href="https://keepachangelog.com/" target="_blank" rel="noopener noreferrer">Keep a Changelog convention</a> for the changelog format.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="contributing">Contributing<a href="#contributing" class="hash-link" aria-label="Direct link to Contributing" title="Direct link to Contributing"></a></h2><p>We welcome contributions from the community. Please refer to our <a href="/docs/contributing">Contributing Guidelines</a> for more details. We also have a <a href="https://github.com/datahub-project/datahub/blob/master/contrib" target="_blank" rel="noopener noreferrer">contrib</a> directory for incubating experimental features.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="community">Community<a href="#community" class="hash-link" aria-label="Direct link to Community" title="Direct link to Community"></a></h2><p>Join our <a href="https://datahub.com/slack?utm_source=github&amp;utm_medium=readme&amp;utm_campaign=github_readme" target="_blank" rel="noopener noreferrer">Slack workspace</a> for discussions and important announcements. You can also find out more about our upcoming <a href="/docs/townhalls">town hall meetings</a> and view past recordings.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="security">Security<a href="#security" class="hash-link" aria-label="Direct link to Security" title="Direct link to Security"></a></h2><p>See <a href="/docs/security_stance">Security Stance</a> for information on DataHub&#x27;s Security.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="adoption">Adoption<a href="#adoption" class="hash-link" aria-label="Direct link to Adoption" title="Direct link to Adoption"></a></h2><p>Here are the companies that have officially adopted DataHub. Please feel free to add yours to the list if we missed it.</p><ul><li><a href="https://ably.team/" target="_blank" rel="noopener noreferrer">ABLY</a></li><li><a href="https://www.adevinta.com/" target="_blank" rel="noopener noreferrer">Adevinta</a></li><li><a href="https://www.banksalad.com" target="_blank" rel="noopener noreferrer">Banksalad</a></li><li><a href="https://cabify.tech/" target="_blank" rel="noopener noreferrer">Cabify</a></li><li><a href="https://www.classdojo.com/" target="_blank" rel="noopener noreferrer">ClassDojo</a></li><li><a href="https://www.coursera.org/" target="_blank" rel="noopener noreferrer">Coursera</a></li><li><a href="https://www.cvshealth.com/" target="_blank" rel="noopener noreferrer">CVS Health</a></li><li><a href="http://www.definedcrowd.com" target="_blank" rel="noopener noreferrer">DefinedCrowd</a></li><li><a href="https://www.dfds.com/" target="_blank" rel="noopener noreferrer">DFDS</a></li><li><a href="https://www.digitalturbine.com/" target="_blank" rel="noopener noreferrer">Digital Turbine</a></li><li><a href="http://expedia.com" target="_blank" rel="noopener noreferrer">Expedia Group</a></li><li><a href="https://www.experius.nl" target="_blank" rel="noopener noreferrer">Experius</a></li><li><a href="https://www.geotab.com" target="_blank" rel="noopener noreferrer">Geotab</a></li><li><a href="https://grofers.com" target="_blank" rel="noopener noreferrer">Grofers</a></li><li><a href="https://www.botech.com.cn" target="_blank" rel="noopener noreferrer">Haibo Technology</a></li><li><a href="https://hipages.com.au/" target="_blank" rel="noopener noreferrer">hipages</a></li><li><a href="https://www.inovex.de/" target="_blank" rel="noopener noreferrer">inovex</a></li><li><a href="https://inter.co/" target="_blank" rel="noopener noreferrer">Inter&amp;Co</a></li><li><a href="https://iomed.health" target="_blank" rel="noopener noreferrer">IOMED</a></li><li><a href="https://www.klarna.com" target="_blank" rel="noopener noreferrer">Klarna</a></li><li><a href="http://linkedin.com" target="_blank" rel="noopener noreferrer">LinkedIn</a></li><li><a href="https://www.moloco.com/en" target="_blank" rel="noopener noreferrer">Moloco</a></li><li><a href="https://n26brasil.com/" target="_blank" rel="noopener noreferrer">N26</a></li><li><a href="https://www.optum.com/" target="_blank" rel="noopener noreferrer">Optum</a></li><li><a href="https://www.onepeloton.com" target="_blank" rel="noopener noreferrer">Peloton</a></li><li><a href="https://www.pitsdatarecovery.net/" target="_blank" rel="noopener noreferrer">PITS Global Data Recovery Services</a></li><li><a href="https://www.razer.com" target="_blank" rel="noopener noreferrer">Razer</a></li><li><a href="https://www.rippling.com/" target="_blank" rel="noopener noreferrer">Rippling</a></li><li><a href="https://www.showroomprive.com/" target="_blank" rel="noopener noreferrer">Showroomprive</a></li><li><a href="https://spothero.com" target="_blank" rel="noopener noreferrer">SpotHero</a></li><li><a href="https://www.stash.com" target="_blank" rel="noopener noreferrer">Stash</a></li><li><a href="https://www.shrbank.com" target="_blank" rel="noopener noreferrer">Shanghai HuaRui Bank</a></li><li><a href="https://www.s7.ru/" target="_blank" rel="noopener noreferrer">s7 Airlines</a></li><li><a href="https://www.thoughtworks.com" target="_blank" rel="noopener noreferrer">ThoughtWorks</a></li><li><a href="http://typeform.com" target="_blank" rel="noopener noreferrer">TypeForm</a></li><li><a href="https://www.udemy.com/" target="_blank" rel="noopener noreferrer">Udemy</a></li><li><a href="https://uphold.com" target="_blank" rel="noopener noreferrer">Uphold</a></li><li><a href="https://viasat.com" target="_blank" rel="noopener noreferrer">Viasat</a></li><li><a href="https://www.wealthsimple.com" target="_blank" rel="noopener noreferrer">Wealthsimple</a></li><li><a href="https://www.wikimedia.org" target="_blank" rel="noopener noreferrer">Wikimedia</a></li><li><a href="https://wolt.com" target="_blank" rel="noopener noreferrer">Wolt</a></li><li><a href="https://www.zynga.com" target="_blank" rel="noopener noreferrer">Zynga</a></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="select-articles--talks">Select Articles &amp; Talks<a href="#select-articles--talks" class="hash-link" aria-label="Direct link to Select Articles &amp; Talks" title="Direct link to Select Articles &amp; Talks"></a></h2><ul><li><a href="https://medium.com/datahub-project/" target="_blank" rel="noopener noreferrer">DataHub Blog</a></li><li><a href="https://www.youtube.com/channel/UC3qFQC5IiwR5fvWEqi_tJ5w" target="_blank" rel="noopener noreferrer">DataHub YouTube Channel</a></li><li><a href="https://opensource.optum.com/blog/2022/03/23/data-mesh-via-datahub" target="_blank" rel="noopener noreferrer">Optum: Data Mesh via DataHub</a></li><li><a href="https://medium.com/datahub-project/enabling-data-discovery-in-a-data-mesh-the-saxo-journey-451b06969c8f" target="_blank" rel="noopener noreferrer">Saxo Bank: Enabling Data Discovery in Data Mesh</a></li><li><a href="https://www.dataengineeringpodcast.com/acryl-data-datahub-metadata-graph-episode-230/" target="_blank" rel="noopener noreferrer">Bringing The Power Of The DataHub Real-Time Metadata Graph To Everyone At DataHub</a></li><li><a href="https://engineering.linkedin.com/blog/2020/datahub-popular-metadata-architectures-explained" target="_blank" rel="noopener noreferrer">DataHub: Popular Metadata Architectures Explained</a></li><li><a href="https://www.youtube.com/watch?v=ccsIKK9nVxk" target="_blank" rel="noopener noreferrer">Driving DataOps Culture with LinkedIn DataHub</a> @ <a href="https://dataopsunleashed.com/#shirshanka-session" target="_blank" rel="noopener noreferrer">DataOps Unleashed 2021</a></li><li><a href="https://speakerdeck.com/shirshanka/the-evolution-of-metadata-linkedins-journey-strata-nyc-2019" target="_blank" rel="noopener noreferrer">The evolution of metadata: LinkedIns story</a> @ <a href="https://conferences.oreilly.com/strata/strata-ny-2019.html" target="_blank" rel="noopener noreferrer">Strata Data Conference 2019</a></li><li><a href="https://www.youtube.com/watch?v=OB-O0Y6OYDE" target="_blank" rel="noopener noreferrer">Journey of metadata at LinkedIn</a> @ <a href="https://crunchconf.com/2019" target="_blank" rel="noopener noreferrer">Crunch Data Conference 2019</a></li><li><a href="https://www.youtube.com/watch?v=ajcRdB22s5o" target="_blank" rel="noopener noreferrer">DataHub Journey with Expedia Group</a></li><li><a href="https://www.slideshare.net/MaggieHays/data-discoverability-at-spothero" target="_blank" rel="noopener noreferrer">Data Discoverability at SpotHero</a></li><li><a href="https://medium.com/albert-franzi/data-catalogue-knowing-your-data-15f7d0724900" target="_blank" rel="noopener noreferrer">Data Catalogue — Knowing your data</a></li><li><a href="https://engineering.linkedin.com/blog/2019/data-hub" target="_blank" rel="noopener noreferrer">DataHub: A Generalized Metadata Search &amp; Discovery Tool</a></li><li><a href="https://engineering.linkedin.com/blog/2020/open-sourcing-datahub--linkedins-metadata-search-and-discovery-p" target="_blank" rel="noopener noreferrer">Open sourcing DataHub: LinkedIns metadata search and discovery platform</a></li><li><a href="https://future.com/emerging-architectures-for-modern-data-infrastructure-2020/" target="_blank" rel="noopener noreferrer">Emerging Architectures for Modern Data Infrastructure</a></li></ul><p>See the full list <a href="/docs/links">here</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="license">License<a href="#license" class="hash-link" aria-label="Direct link to License" title="Direct link to License"></a></h2><p><a href="https://github.com/datahub-project/datahub/blob/master/LICENSE" target="_blank" rel="noopener noreferrer">Apache License 2.0</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="slackUtm_uoBr"><div class="slackUtm_uoBr"><hr>Need more help? 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19a56.76 56.76 0 0119.6 43c0 9.7-2.3 18.9-6.9 27.3l-14 25.5 21.9 19a56.76 56.76 0 0119.6 43c0 19.1-11 37.5-28.8 48.4z"></path></svg></span></button></div></div></div></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#built-with--by--datahub-and--linkedin" class="table-of-contents__link toc-highlight">Built with ❤️ by <img src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-logo-color-mark.svg" width="20"> DataHub and <img src="https://docs.datahub.com/img/LI-In-Bug.png" width="20"> LinkedIn</a></li><li><a href="#-docs-docsdatahubcom" class="table-of-contents__link toc-highlight">🏠 Docs: docs.datahub.com</a></li><li><a href="#introduction" class="table-of-contents__link toc-highlight">Introduction</a></li><li><a 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