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policies, tools, case studies, and other resources to support data governance, management, exchange, and use throughout the federal government </div> <a href="/about/about-this-repository/" class="usa-button usa-button--outline usa-button--inverse width-auto">Learn more about this repository</a> </div> </div> <div id="featured-resources" class="border-bottom border-base"> <div class="grid-container usa-layout__docs-main"> <div class="grid-row grid-gap"> <div class="desktop:grid-col-3 padding-205"> <div> <ul class="usa-sidenav"> <h3>Featured Resource</h3> </ul> </div> </div> <div class="desktop:grid-col-9 padding-205"> <div class="border-bottom border-base featured-block"> <div class="grid-row grid-gap display-flex margin-top-2 padding-bottom-2 padding-top-2"> <div class="desktop:grid-col-8"> <a href="/resources/dcat-us/"> <h2 id="dcat-us-schema-v1-1-project-open-data-metadata-schema" class="margin-top-0">DCAT-US Schema v1.1 (Project Open Data Metadata Schema)</h2> </a> <p> How to use Project Open Data Metadata Schema guidelines to document and list agency datasets and application programming interfaces (APIs) for hosting at agency.gov/data and currently in use at data.gov </p> </div> <div class="desktop:grid-col-4 no_toc_section"> <h3 class="margin-top-0 margin-bottom-0">Source</h3> <p class="margin-top-05 margin-bottom-205"> data.gov </p> <h3 class="margin-top-0 margin-bottom-0">Keywords</h3> <p class="margin-top-05 margin-bottom-205"> <a href="/keywords/data-schema">data schema</a>, <a href="/keywords/open-data">open data</a>, <a href="/keywords/dcat">DCAT</a>, <a href="/keywords/project-open-data-metadata-schema">Project Open Data Metadata Schema</a>, <a href="/keywords/data-standards">data standards</a>, <a href="/keywords/data-inventory">data inventory</a> </p> </div> </div> </div> </div> </div> </div> </div> <div class="grid-container margin-bottom-3 tablet:margin-bottom-6 usa-layout__docs-main"> <div> </div> <div class="grid-row grid-gap"> <div class="desktop:grid-col-3 padding-205"> <div class="usa-layout__docs-sidenav margin-top-4 desktop:margin-top-0 padding-top-4 display-none desktop:padding-top-0 desktop:display-block desktop:order-first border-base border-top desktop:border-top-0"> <ul class="usa-sidenav"> <li class="usa-sidenav__item usa-h2"><a href="#browse-by-category">Browse resources by category</a></li> <li class="usa-sidenav__item usa-h2"><a href="#browse-by-keyword">Browse resources by keyword</a></li> </ul> </div> </div> <div class="desktop:grid-col-9 padding-205"> <h1 id="browse-by-category" class="margin-top-0 padding-top-2 text-primary-dark">Browse resources by category</h1> <!-- rely on site navigation to guide which resources show up --> <div class="display-flex flex-column padding-left-0 padding-205 tablet:margin-bottom-0 border-bottom"> <h2 class="margin-top-0 margin-bottom-0">Data management & governance</h2> <p class="text-ink line-height-sans-4">Playbooks, guidance, templates, and other resources to support the implementation of policy, the creation of data governance structures, and the day-to-day work of data management in the federal government</p> <a href="/categories/data-management-governance/"> Browse Data management & governance &gt; </a> </div> <div class="display-flex flex-column padding-left-0 padding-205 tablet:margin-bottom-0 border-bottom"> <h2 class="margin-top-0 margin-bottom-0">Data tools</h2> <p class="text-ink line-height-sans-4">Software tools and complementary resources to support the hands-on work of data practitioners</p> <a href="/categories/data-tools/"> Browse Data tools &gt; </a> </div> <div class="display-flex flex-column padding-left-0 padding-205 tablet:margin-bottom-0 border-bottom"> <h2 class="margin-top-0 margin-bottom-0">Data incubator</h2> <p class="text-ink line-height-sans-4">Crowdsourcing, prize competitions, public-private partnerships, and other resources to support the incubation of data projects</p> <a href="/categories/data-incubator/"> Browse Data incubator &gt; </a> </div> <div class="display-flex flex-column padding-left-0 padding-205 tablet:margin-bottom-0 border-bottom"> <h2 class="margin-top-0 margin-bottom-0">Skills development</h2> <p class="text-ink line-height-sans-4">Guides, tutorials, and personnel-related resources to build and develop a data-savvy workforce</p> <a href="/categories/skills-development/"> Browse Skills development &gt; </a> </div> <div class="display-flex flex-column padding-left-0 padding-205 tablet:margin-bottom-0 border-bottom"> <h2 class="margin-top-0 margin-bottom-0">Guidance</h2> <p class="text-ink line-height-sans-4">Guidance from the Office of Management and Budget on data issues, and other memoranda applicable to federal agencies</p> <a href="/categories/guidance/"> Browse Guidance &gt; </a> </div> <div class="display-flex flex-column padding-left-0 padding-205 tablet:margin-bottom-0 border-bottom"> <h2 class="margin-top-0 margin-bottom-0">Case studies & examples</h2> <p class="text-ink line-height-sans-4">Articles, use cases, and proof points describing projects undertaken by data managers and data practitioners across the federal government</p> <a href="/categories/case-studies-examples/"> Browse Case studies & examples &gt; </a> </div> </div> </div> <div class="grid-row grid-gap"> <div class="desktop:grid-col-3"> </div> <div class="desktop:grid-col-9 padding-top-205"> <h1 id="browse-by-keyword" class="padding-bottom-205 text-primary-dark">Browse resources by keyword</h1> <div class="display-flex flex-row flex-wrap"> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/access/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> access </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/ai/" class="border-primary-vivid border-2px radius-lg padding-1 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tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/crowdsourcing/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> crowdsourcing </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-access/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data access </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-agreements/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data agreements </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-analysis/" class="border-primary-vivid border-2px 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data cleaning </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-ethics/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data ethics </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-governance/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data governance </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-hiring/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data hiring </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-inventory/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data inventory </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-management/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data management </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-practices/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data practices </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-schema/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data schema </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-science/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data-science </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-sharing/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data sharing </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-skills/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data skills </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-standards/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data standards </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-validation/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data validation </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/data-visualization/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> data visualization </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/dcat/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> DCAT </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/fcsm/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> FCSM </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/federal-data-strategy/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex flex-justify-center"> Federal Data Strategy </a> </div> <div class="mobile-lg:grid-col-6 tablet:grid-col-6 desktop:grid-col-4"> <a href="/keywords/foia/" class="border-primary-vivid border-2px radius-lg padding-1 hover:bg-base-lightest hover:shadow-2 margin-05 text-no-underline display-flex 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