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<!DOCTYPE html><html lang="en" dir="ltr"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1,viewport-fit=cover"><link rel="apple-touch-icon" sizes="180x180" href="/static/icons/apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="/static/icons/favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="/static/icons/favicon-16x16.png"><link rel="manifest" href="/static/icons/site.webmanifest"><link rel="mask-icon" href="/static/icons/safari-pinned-tab.svg" color="#f15a24"><link rel="shortcut icon" href="/static/icons/favicon.ico"><meta name="msapplication-TileColor" content="#da532c"><meta name="msapplication-config" content="/static/icons/browserconfig.xml"><meta name="theme-color" content="#ffffff"><meta property="og:site_name" content="Data Stewardship Wizard"><meta property="og:title" content="Data Steward"><meta property="og:description" content="Data Stewards in DSW build so-called Knowledge Models and DMP Templates that researchers can use."><meta name="description" content="Data Stewards in DSW build so-called Knowledge Models and DMP Templates that researchers can use."><meta property="og:image" content="https://ds-wizard.org/static/ogimages/data-steward.png"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="627"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:site" content="@dswizard_org"><link rel="canonical" href="https://ds-wizard.org/data-steward"><link href="https://fonts.googleapis.com/css?family=Open+Sans:400,600,700&display=swap" rel="stylesheet"><link href="/style.css?ea51f7b1debcbffb3990c5d642998e50405929dc" rel="stylesheet"><script async src="https://www.googletagmanager.com/gtag/js?id=UA-120469224-1"></script><script async src="/script.js?ea51f7b1debcbffb3990c5d642998e50405929dc"></script><title>Data Steward | Data Stewardship Wizard</title></head><body><header class="_16cooldJN5YaK6DRo_T4lB"><div class="_3JYnSDFoyNo1hGOxqYGgf8"><div class="ANkx1UGfTqS8yCzjWhyl-"><a href="/"><img src="/static/dsw-logo-horizontal-color-transparent.svg" alt="DSW"></a></div><nav class="_1_J86Tn-kVAhNs2EvoOGQl"><a class="_116UvZ3yGGMevjp0b7bwts" data-menu="features">Features<i class="_29xnFyds_8cm7JdJwfZJcG vKhbeDQwrYj8Je2Xo28ig"></i></a><a class="_116UvZ3yGGMevjp0b7bwts" data-menu="usecases">Use Cases<i class="_29xnFyds_8cm7JdJwfZJcG vKhbeDQwrYj8Je2Xo28ig"></i></a><a class="_116UvZ3yGGMevjp0b7bwts" data-menu="learn">Learn<i class="_29xnFyds_8cm7JdJwfZJcG vKhbeDQwrYj8Je2Xo28ig"></i></a><a class="_116UvZ3yGGMevjp0b7bwts" href="/about">About</a></nav><a class="_18VZVIBAl9kjgcTrnmvMc6 WneDSunFAr8Iw2oRDXK0w _1_vdCTYM7rdLjCxYugvzE" href="/get-started">Get Started</a><a class="_2IQl9n3zNWiwoDAyXw2Sob" id="mobile-menu-open"><i class="_29xnFyds_8cm7JdJwfZJcG _3shq3icdb8M8CAa2x7y268"></i></a></div><div class="_2yq7so0DdLYmft1_qxAHMJ" id="submenu"><div class="_3Defp0BqLxyMV6kXD8i4tZ" data-submenu="features"><nav><a href="/data-management-plans"><i class="_29xnFyds_8cm7JdJwfZJcG _319DMcJcAk_azxy71YJ5wl"></i><strong>Data Management Plans</strong><span>Create high-quality DMPs in DSW</span></a><a href="/document-templates"><i class="_29xnFyds_8cm7JdJwfZJcG _3rlAMpaZHnSPSv9J3x7qXf"></i><strong>Document Templates</strong><span>Choose or create the perfect DMP template</span></a><a href="/knowledge-models"><i class="_29xnFyds_8cm7JdJwfZJcG _3DI1l3UCthl1K0d4zfsh6C"></i><strong>Knowledge Models</strong><span>Capture the knowledge needed to build DMPs</span></a><a href="/fair"><i class="_29xnFyds_8cm7JdJwfZJcG _3DTz3-W40AdwVnBcHOcGWs"></i><strong>FAIR</strong><span>Get guidance on how to make your data FAIR</span></a><a href="/integrations"><i class="_29xnFyds_8cm7JdJwfZJcG Lyfgd4GmXoGpoZxpRCx88"></i><strong>Integrations</strong><span>Integrate DSW with existing tools and services</span></a><a href="/machine-actionability"><i class="_29xnFyds_8cm7JdJwfZJcG T6jHRtlHrBzIyiuvyEz90"></i><strong>Machine-Actionability</strong><span>Build data management plans for machines</span></a></nav><nav><a href="https://registry.ds-wizard.org" target="_blank"><strong>DSW Registry</strong><span>Browse existing knowledge models and DMP templates</span></a><a href="https://storage-costs-evaluator.ds-wizard.org" target="_blank"><strong>Storage Costs Evaluator</strong><span>Simple estimation of storage costs based on your needs</span></a></nav></div><div class="_3Defp0BqLxyMV6kXD8i4tZ" data-submenu="usecases"><nav><a href="/researcher"><i class="_29xnFyds_8cm7JdJwfZJcG Arp6k0myjnM2QLJ2Y_Bci"></i><strong>Researcher</strong><span>Collaborate on data management plans</span></a><a href="/data-steward"><i class="_29xnFyds_8cm7JdJwfZJcG owJofgqyDn-xxgU-5T_IT"></i><strong>Data Steward</strong><span>Build and manage knowledge models</span></a><a href="/funder"><i class="_29xnFyds_8cm7JdJwfZJcG _1Dru1lWFLyden6mVT9upkD"></i><strong>Funder</strong><span>Effectively guide grant applicants</span></a><a href="/university"><i class="_29xnFyds_8cm7JdJwfZJcG _1tBKndgik7bBxb1FAsk32O"></i><strong>University</strong><span>Support researchers and their projects</span></a><a href="/enterprise"><i class="_29xnFyds_8cm7JdJwfZJcG _1oVVV1CsznnlopHEnSMfKg"></i><strong>Enterprise</strong><span>Plan data management to profit</span></a><a href="/success-stories"><i class="_29xnFyds_8cm7JdJwfZJcG _1Nzi0icYvm46ZMJg05dn62"></i><strong>Success Stories</strong><span>Explore how others use DSW</span></a></nav><nav><a href="/beyond-data-management-plans"><strong>Beyond Data Management Plans</strong><span>Learn how DSW has been used in other domains</span></a></nav></div><div class="_3Defp0BqLxyMV6kXD8i4tZ" data-submenu="learn"><nav><a href="https://guide.ds-wizard.org"><i class="_29xnFyds_8cm7JdJwfZJcG _271BS8BP1VRoQ6hUle8qo1"></i><strong>User Guide</strong><span>All you need to know about how to use DSW</span></a><a href="/video-tutorials"><i class="_29xnFyds_8cm7JdJwfZJcG _2ED4JI0dD-kwlUMl5RaaCE"></i><strong>Video Tutorials</strong><span>Learn about DSW by watching videos</span></a><a href="/resources"><i class="_29xnFyds_8cm7JdJwfZJcG _2P4nESJoGlcSsbcjWcfNb-"></i><strong>Resources</strong><span>Learn about DSW by reading publications</span></a></nav><nav><a href="/data-stewardship"><strong>What is Data Stewardship</strong><span>And how DSW can help with that</span></a><a href="/comparison"><strong>DSW Compared to Other Tools</strong><span>Features you might miss in other tools</span></a><a href="/dmponline-alternative"><strong>Switch from DMPonline</strong><span>Differences between DSW and DMPonline</span></a></nav></div></div><div class="_1fWmu9D1L-Dr_ZTZoGZ5Ps" id="submenu-cover"></div><div class="_1RhkRQRPqu06L992RbXsvM" id="mobile-menu"><div class="_1D_-u4MlAOIBklls4H-ea_"><a class="_33v_wEFCa5fgM6266gQMP_" href="/"><img src="/static/dsw-logo-horizontal-color-transparent.svg" alt="DSW"></a><a class="_1VsumR4vzCSA0pLCk1LG7X" id="mobile-menu-close"><i class="_29xnFyds_8cm7JdJwfZJcG _1g6p0FPVF0aPmFuWjVfKTq"></i></a></div><div class="ypwPXJq-xNoF5ZeVfkv2H"><nav><a data-menu-mobile="features">Features<i class="_29xnFyds_8cm7JdJwfZJcG vKhbeDQwrYj8Je2Xo28ig"></i></a><div class="_1CzfQ_ia3JL__Ju4Wj-1S2" data-submenu-mobile="features"><nav><a href="/data-management-plans"><i class="_29xnFyds_8cm7JdJwfZJcG _319DMcJcAk_azxy71YJ5wl"></i><strong>Data Management Plans</strong><span>Create high-quality DMPs in DSW</span></a><a href="/document-templates"><i class="_29xnFyds_8cm7JdJwfZJcG _3rlAMpaZHnSPSv9J3x7qXf"></i><strong>Document Templates</strong><span>Choose or create the perfect DMP template</span></a><a href="/knowledge-models"><i class="_29xnFyds_8cm7JdJwfZJcG _3DI1l3UCthl1K0d4zfsh6C"></i><strong>Knowledge Models</strong><span>Capture the knowledge needed to build DMPs</span></a><a href="/fair"><i class="_29xnFyds_8cm7JdJwfZJcG _3DTz3-W40AdwVnBcHOcGWs"></i><strong>FAIR</strong><span>Get guidance on how to make your data FAIR</span></a><a href="/integrations"><i class="_29xnFyds_8cm7JdJwfZJcG Lyfgd4GmXoGpoZxpRCx88"></i><strong>Integrations</strong><span>Integrate DSW with existing tools and services</span></a><a href="/machine-actionability"><i class="_29xnFyds_8cm7JdJwfZJcG T6jHRtlHrBzIyiuvyEz90"></i><strong>Machine-Actionability</strong><span>Build data management plans for machines</span></a></nav><nav><a href="https://registry.ds-wizard.org" target="_blank"><strong>DSW Registry</strong><span>Browse existing knowledge models and DMP templates</span></a><a href="https://storage-costs-evaluator.ds-wizard.org" target="_blank"><strong>Storage Costs Evaluator</strong><span>Simple estimation of storage costs based on your needs</span></a></nav></div><a data-menu-mobile="usecases">Use Cases<i class="_29xnFyds_8cm7JdJwfZJcG vKhbeDQwrYj8Je2Xo28ig"></i></a><div class="_1CzfQ_ia3JL__Ju4Wj-1S2" data-submenu-mobile="usecases"><nav><a href="/researcher"><i class="_29xnFyds_8cm7JdJwfZJcG Arp6k0myjnM2QLJ2Y_Bci"></i><strong>Researcher</strong><span>Collaborate on data management plans</span></a><a href="/data-steward"><i class="_29xnFyds_8cm7JdJwfZJcG owJofgqyDn-xxgU-5T_IT"></i><strong>Data Steward</strong><span>Build and manage knowledge models</span></a><a href="/funder"><i class="_29xnFyds_8cm7JdJwfZJcG _1Dru1lWFLyden6mVT9upkD"></i><strong>Funder</strong><span>Effectively guide grant applicants</span></a><a href="/university"><i class="_29xnFyds_8cm7JdJwfZJcG _1tBKndgik7bBxb1FAsk32O"></i><strong>University</strong><span>Support researchers and their projects</span></a><a href="/enterprise"><i class="_29xnFyds_8cm7JdJwfZJcG _1oVVV1CsznnlopHEnSMfKg"></i><strong>Enterprise</strong><span>Plan data management to profit</span></a><a href="/success-stories"><i class="_29xnFyds_8cm7JdJwfZJcG _1Nzi0icYvm46ZMJg05dn62"></i><strong>Success Stories</strong><span>Explore how others use DSW</span></a></nav><nav><a href="/beyond-data-management-plans"><strong>Beyond Data Management Plans</strong><span>Learn how DSW has been used in other domains</span></a></nav></div><a data-menu-mobile="learn">Learn<i class="_29xnFyds_8cm7JdJwfZJcG vKhbeDQwrYj8Je2Xo28ig"></i></a><div class="_1CzfQ_ia3JL__Ju4Wj-1S2" data-submenu-mobile="learn"><nav><a href="https://guide.ds-wizard.org"><i class="_29xnFyds_8cm7JdJwfZJcG _271BS8BP1VRoQ6hUle8qo1"></i><strong>User Guide</strong><span>All you need to know about how to use DSW</span></a><a href="/video-tutorials"><i class="_29xnFyds_8cm7JdJwfZJcG _2ED4JI0dD-kwlUMl5RaaCE"></i><strong>Video Tutorials</strong><span>Learn about DSW by watching videos</span></a><a href="/resources"><i class="_29xnFyds_8cm7JdJwfZJcG _2P4nESJoGlcSsbcjWcfNb-"></i><strong>Resources</strong><span>Learn about DSW by reading publications</span></a></nav><nav><a href="/data-stewardship"><strong>What is Data Stewardship</strong><span>And how DSW can help with that</span></a><a href="/comparison"><strong>DSW Compared to Other Tools</strong><span>Features you might miss in other tools</span></a><a href="/dmponline-alternative"><strong>Switch from DMPonline</strong><span>Differences between DSW and DMPonline</span></a></nav></div><a href="/about">About</a></nav><a class="_16hc5mbEoiyyt9FEx63net WneDSunFAr8Iw2oRDXK0w _1_vdCTYM7rdLjCxYugvzE" href="/get-started">Get Started</a></div></div></header><div class="_2S1OSuXOnap7cHvP1hVEeA"><div class="ZxTlqLqAEP7SAQs_N0Ydy"><div><h1>Data Steward</h1><p>Data Stewards are the experts who help researchers with managing their data and creating Data Management Plans. In DSW, they build so-called Knowledge Models and DMP Templates that researchers can use.</p></div><div class="_1jX7pxI3tUWhKXr2D2ZoF4"><img src="/static/undraw/undraw_all_the_data.svg" alt="Data Steward Illustration"></div></div></div><div class="_1flhr9bAiw8sT7utrCndBy"><div class="_1hotXjvup7ogBMnYKO5ItS _11vn0haVawRGVCMBNuzSPQ _3UDapUiyiFh--eF86YRmjE"><div class="_1jETFER71cnIQYvAUgouaq"><h2>Build Knowledge Models</h2><p>Knowledge Model is a tree-like structure of chapters, questions, answers, references and more that captures the knowledge of what should be considered in a DMP and the research experiment in general.</p><p>Data Stewards can adjust and extend existing Knowledge Models or build new ones from scratch.</p><p><a class="WneDSunFAr8Iw2oRDXK0w _2G2foh--eFLnGeR8HRXJiE" href="/knowledge-models">Learn More<i class="_29xnFyds_8cm7JdJwfZJcG _3f3L7XvxdkOQGupIwQUBVO"></i></a></p></div></div><div class="_1hotXjvup7ogBMnYKO5ItS _3Q637QQIM1fJjhzKjz0v0A _11vn0haVawRGVCMBNuzSPQ _3gHg1pj_yjo54D_ughPnWN _2OVak0ANfWhCYVlF1XQtz-"><div class="_1jETFER71cnIQYvAUgouaq"><h2>Integrate with External Services</h2><p>It is possible to integrate questions with external resources or databases, such as <a href="https://fairsharing.org/" target="_blank" rel="noopener">FAIRsharing</a>. Then, when researchers answer these questions, they can pick from an already existing list of answers. These answers also contain the link to the original resource.</p><p><a class="WneDSunFAr8Iw2oRDXK0w _2G2foh--eFLnGeR8HRXJiE" href="/integrations">Learn More<i class="_29xnFyds_8cm7JdJwfZJcG _3f3L7XvxdkOQGupIwQUBVO"></i></a></p></div></div><div class="_1hotXjvup7ogBMnYKO5ItS _11vn0haVawRGVCMBNuzSPQ _2w5UqqgvD6POYjo4xtCPxF"><div class="_1jETFER71cnIQYvAUgouaq"><h2>Incorporate FAIR metrics</h2><p>Some answers are better than others. In DSW, you can indicate how each answer affects the FAIR metrics to give hints for researchers on what to improve.</p><p><a class="WneDSunFAr8Iw2oRDXK0w _2G2foh--eFLnGeR8HRXJiE" href="/fair">Learn More<i class="_29xnFyds_8cm7JdJwfZJcG _3f3L7XvxdkOQGupIwQUBVO"></i></a></p></div></div><div class="_1hotXjvup7ogBMnYKO5ItS _3Q637QQIM1fJjhzKjz0v0A _11vn0haVawRGVCMBNuzSPQ _3gHg1pj_yjo54D_ughPnWN _3wJBaQm5eHhDvpwESaSkYh"><div class="_1jETFER71cnIQYvAUgouaq"><h2>Publish for Use</h2><p>When the Knowledge Model is ready to be used by researchers, you need to publish it first. This step involves assigning additional metadata such as a license or version number. Once the version is published, it is persistent and cannot be changed. You can always create a new version whenever you need though.</p></div></div><div class="_1hotXjvup7ogBMnYKO5ItS _11vn0haVawRGVCMBNuzSPQ"><div class="_1jETFER71cnIQYvAUgouaq"><h2>Create DMP Templates</h2><p>Knowledge Models define how to capture the information needed, but they are not the Data Management Plan yet. For that, we use DMP Templates. One Knowledge Model can use multiple DMP templates. The idea is simple: answer once, get DMPs in any form needed, whether it is a document following Science Europe recommendations or a machine-actionable DMP.</p><p>Data Stewards can use DSW Template Development Kit to build DMP Templates.</p><p><a class="WneDSunFAr8Iw2oRDXK0w _2G2foh--eFLnGeR8HRXJiE" href="/document-templates">Learn More<i class="_29xnFyds_8cm7JdJwfZJcG _3f3L7XvxdkOQGupIwQUBVO"></i></a></p></div></div><div class="_1hotXjvup7ogBMnYKO5ItS _3Q637QQIM1fJjhzKjz0v0A"><div class="_1jETFER71cnIQYvAUgouaq"><h2>DSW Registry</h2><p>DSW Registry is a place where we share Knowledge Models and DMP Templates created by us. You can easily import them into a DSW instance and use them straight away or extend and modify them further to fit your needs.</p><p><a class="WneDSunFAr8Iw2oRDXK0w _2G2foh--eFLnGeR8HRXJiE" href="https://registry.ds-wizard.org" target="_blank" rel="noopener">Explore DSW Registry<i class="_29xnFyds_8cm7JdJwfZJcG _3f3L7XvxdkOQGupIwQUBVO"></i></a></p></div></div></div><footer class="_2n2Xbjb6dPKYUI1Cpehxtk"><div class="mAi78YlxEj6UkK9i9Sm7R"><div class="F7SbKzq6dxwhB_mTK9ygI"><div class="_2ED-yrfUn1-bOPd_bdbAy_"><form class="TTzM6IkzVAAEqg645GkwS" action="https://ds-wizard.us18.list-manage.com/subscribe/post?u=84367d74c182d3f7399b45374&id=6359974798" method="post" name="mc-embedded-subscribe-form" target="_blank" rel="noopener" novalidate=""><div class="_1C6_KL8-UAm8LFffz7FRqK"><label for="mce-EMAIL">Subscribe to our Mailing List</label><span>And get the latest updates about the Data Stewardship Wizard</span></div><div style="position: absolute; left: -5000px;" aria-hidden="true"><input type="text" name="b_84367d74c182d3f7399b45374_6359974798" tabindex="-1" value=""></div><div class="_4Ixyazq4LsMryazjvg_E"><input id="mce-EMAIL" type="email" value="" name="EMAIL" placeholder="Your email address" required=""><input id="mc-embedded-subscribe" type="submit" value="Subscribe" name="subscribe"></div></form></div><div class="_2ED-yrfUn1-bOPd_bdbAy_"><strong>Follow DSW</strong><div class="_1Kexx9ol091o1h3l1i-gf1"><a href="https://twitter.com/dswizard_org" target="_blank" rel="noopener"><i class="_3TLRClfExlfFA-AP3aBHr9 _3anbmLGF3_xzqPziC9l3P- _3UmPYxHetU6TszQSixgWQt"></i></a><a href="https://discord.gg/MW3H9tdMcT" target="_blank" rel="noopener"><i class="_3TLRClfExlfFA-AP3aBHr9 _3anbmLGF3_xzqPziC9l3P- _1SlFagLSaTyVZ2p68ec11Y"></i></a><a href="https://www.youtube.com/channel/UCsHUMBlikqRJ26ieqvjZs5w" target="_blank" rel="noopener"><i class="_3TLRClfExlfFA-AP3aBHr9 _3anbmLGF3_xzqPziC9l3P- _39BbNCWz_q4AJBpbobzmdq"></i></a><a href="https://github.com/ds-wizard" target="_blank" rel="noopener"><i class="_3TLRClfExlfFA-AP3aBHr9 _3anbmLGF3_xzqPziC9l3P- IP9jZfI_HvpujQubVmSR8"></i></a><a href="https://hub.docker.com/u/datastewardshipwizard" target="_blank" rel="noopener"><i class="_3TLRClfExlfFA-AP3aBHr9 _3anbmLGF3_xzqPziC9l3P- dS8QsP_K6RPHdJ7eWqjqQ"></i></a></div></div></div><div class="F7SbKzq6dxwhB_mTK9ygI"><div class="_2ED-yrfUn1-bOPd_bdbAy_"><strong>General</strong><ul><li><a href="/about">About</a></li><li><a href="/contact">Contact</a></li><li><a href="/media">Media Kit</a></li><li><a href="/help-center">Help Center</a></li></ul></div><div class="_2ED-yrfUn1-bOPd_bdbAy_"><strong>Features</strong><ul><li><a href="/data-management-plans">Data Management Plans</a></li><li><a href="/document-templates">Document Templates</a></li><li><a href="/knowledge-models">Knowledge Models</a></li><li><a href="/fair">FAIR</a></li><li><a href="/integrations">Integrations</a></li><li><a href="/machine-actionability">Machine-Actionability</a></li></ul></div><div class="_2ED-yrfUn1-bOPd_bdbAy_"><strong>Use Cases</strong><ul><li><a href="/researcher">Researcher</a></li><li><a href="/data-steward">Data Steward</a></li><li><a href="/funder">Funder</a></li><li><a href="/university">Universities</a></li><li><a href="/enterprise">Enterprise</a></li><li><a href="/success-stories">Success Stories</a></li></ul></div><div class="_2ED-yrfUn1-bOPd_bdbAy_"><strong>Learn</strong><ul><li><a href="https://guide.ds-wizard.org">User Guide</a></li><li><a href="/video-tutorials">Video Tutorials</a></li><li><a href="/resources">Resources</a></li><li><a href="/data-stewardship">What is Data Stewardship</a></li><li><a href="/comparison">DSW Compared to Other Tools</a></li><li><a href="/dmponline-alternative">Switch from DMPonline</a></li></ul></div><div class="_2ED-yrfUn1-bOPd_bdbAy_"><strong>More</strong><ul><li><a href="https://guide.ds-wizard.org/en/latest/more/roadmap/index.html" target="_blank" rel="noopener">Changelog</a></li><li><a href="https://ideas.ds-wizard.org/" target="_blank" rel="noopener">DSW Ideas</a></li><li><a href="/translate-dsw">Translate DSW</a></li><li><a href="https://github.com/ds-wizard/ds-wizard" target="_blank" rel="noopener">Bug Reporting</a></li><li><a href="https://us18.campaign-archive.com/home/?u=84367d74c182d3f7399b45374&id=6359974798" target="_blank" rel="noopener">Newsletter Archive</a></li></ul></div></div></div></footer><div class="_3BzONB2cwrzds0GVArNN3v" id="cookie-banner"><div class="_3Y3J8lQSU9a4GeQNCxeGg2"><div><strong>Privacy & Cookies:</strong> This site uses cookies. 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