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href="/docs/releases">Release History</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/docs/category/features"><span itemprop="name">Features</span></a><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Dataset Usage and Query History</span><meta itemprop="position" content="2"></li></ul></nav><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"><h1>Dataset Usage & Query History</h1><div class="availabilityCard_P5od card"><strong>Feature Availability</strong><div><span class="platform_wqXv platformAvailable_Y8lN">Self-Hosted DataHub <span role="img" aria-label="check-circle" class="anticon anticon-check-circle"><svg viewBox="64 64 896 896" focusable="false" data-icon="check-circle" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M512 64C264.6 64 64 264.6 64 512s200.6 448 448 448 448-200.6 448-448S759.4 64 512 64zm193.5 301.7l-210.6 292a31.8 31.8 0 01-51.7 0L318.5 484.9c-3.8-5.3 0-12.7 6.5-12.7h46.9c10.2 0 19.9 4.9 25.9 13.3l71.2 98.8 157.2-218c6-8.3 15.6-13.3 25.9-13.3H699c6.5 0 10.3 7.4 6.5 12.7z"></path></svg></span></span></div><div><span role="img" aria-label="cloud" class="anticon anticon-cloud managedIcon_AxXO"><svg viewBox="64 64 896 896" focusable="false" data-icon="cloud" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M811.4 418.7C765.6 297.9 648.9 212 512.2 212S258.8 297.8 213 418.6C127.3 441.1 64 519.1 64 612c0 110.5 89.5 200 199.9 200h496.2C870.5 812 960 722.5 960 612c0-92.7-63.1-170.7-148.6-193.3zm36.3 281a123.07 123.07 0 01-87.6 36.3H263.9c-33.1 0-64.2-12.9-87.6-36.3A123.3 123.3 0 01140 612c0-28 9.1-54.3 26.2-76.3a125.7 125.7 0 0166.1-43.7l37.9-9.9 13.9-36.6c8.6-22.8 20.6-44.1 35.7-63.4a245.6 245.6 0 0152.4-49.9c41.1-28.9 89.5-44.2 140-44.2s98.9 15.3 140 44.2c19.9 14 37.5 30.8 52.4 49.9 15.1 19.3 27.1 40.7 35.7 63.4l13.8 36.5 37.8 10c54.3 14.5 92.1 63.8 92.1 120 0 33.1-12.9 64.3-36.3 87.7z"></path></svg></span><span class="platform_wqXv platformAvailable_Y8lN">DataHub Cloud <span role="img" aria-label="check-circle" class="anticon anticon-check-circle"><svg viewBox="64 64 896 896" focusable="false" data-icon="check-circle" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M512 64C264.6 64 64 264.6 64 512s200.6 448 448 448 448-200.6 448-448S759.4 64 512 64zm193.5 301.7l-210.6 292a31.8 31.8 0 01-51.7 0L318.5 484.9c-3.8-5.3 0-12.7 6.5-12.7h46.9c10.2 0 19.9 4.9 25.9 13.3l71.2 98.8 157.2-218c6-8.3 15.6-13.3 25.9-13.3H699c6.5 0 10.3 7.4 6.5 12.7z"></path></svg></span></span></div></div><p>Dataset Usage & Query History can give dataset-level information about the top queries which referenced a dataset.</p><p>Usage data can help identify the top users who probably know the most about the dataset and top queries referencing this dataset.
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You can also get an overview of the overall number of queries and distinct users.
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In some sources, column level usage is also calculated, which can help identify frequently used columns.</p><p>With sources that support usage statistics, you can collect Dataset, Dashboard, and Chart usages.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="dataset-usage--query-history-setup-prerequisites-and-permissions">Dataset Usage & Query History Setup, Prerequisites, and Permissions<a href="#dataset-usage--query-history-setup-prerequisites-and-permissions" class="hash-link" aria-label="Direct link to Dataset Usage & Query History Setup, Prerequisites, and Permissions" title="Direct link to Dataset Usage & Query History Setup, Prerequisites, and Permissions"></a></h2><p>To ingest Dataset Usage & Query History data, you should check first on the specific source doc
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if it is supported by the Datahub source and how to enable it.</p><p>You can validate this on the Datahub source's capabilities section:</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/source-snowflake-capabilities.png" class="img_ev3q"></p><p>Some sources require a separate, usage-specific recipe to ingest Usage and Query History metadata. In this case, it is noted in the capabilities summary, like so:</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/source-redshift-capabilities.png" class="img_ev3q"></p><p>Please, always check the usage prerequisities page if the source has as it can happen you have to add additional
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permissions which only needs for usage.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="using-dataset-usage--query-history">Using Dataset Usage & Query History<a href="#using-dataset-usage--query-history" class="hash-link" aria-label="Direct link to Using Dataset Usage & Query History" title="Direct link to Using Dataset Usage & Query History"></a></h2><p>After successful ingestion, the Queries and Stats tab will be enabled on datasets with any usage.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/feature-queries-tab.png" class="img_ev3q"></p><p>On the Queries tab, you can see the top 5 most often run queries which referenced this dataset.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/feature-query-history-page.png" class="img_ev3q"></p><p>On the Stats tab, you can see the top 5 users who run the most queries which referenced this dataset</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/feature-usage-stats-tab.png" class="img_ev3q"></p><p>With the collected usage data, you can even see column-level usage statistics (Redshift Usage doesn't supported this yet):</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/feature-column-level-usage.png" class="img_ev3q"></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="additional-resources">Additional Resources<a href="#additional-resources" class="hash-link" aria-label="Direct link to Additional Resources" title="Direct link to Additional Resources"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="videos">Videos<a href="#videos" class="hash-link" aria-label="Direct link to Videos" title="Direct link to Videos"></a></h3><p><strong>DataHub 101: Data Profiling and Usage Stats 101</strong></p><p align="center"><iframe width="560" height="315" src="https://www.youtube.com/embed/d4S7RgWUg5U?start=254" title="DataHub 101: Data Profiling" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"></iframe></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="graphql">GraphQL<a href="#graphql" class="hash-link" aria-label="Direct link to GraphQL" title="Direct link to GraphQL"></a></h3><ul><li><a href="https://docs.datahub.com/docs/graphql/objects#usageaggregationmetrics" target="_blank" rel="noopener noreferrer">https://docs.datahub.com/docs/graphql/objects#usageaggregationmetrics</a></li><li><a href="https://docs.datahub.com/docs/graphql/objects#userusagecounts" target="_blank" rel="noopener noreferrer">https://docs.datahub.com/docs/graphql/objects#userusagecounts</a></li><li><a href="https://docs.datahub.com/docs/graphql/objects#dashboardstatssummary" target="_blank" rel="noopener noreferrer">https://docs.datahub.com/docs/graphql/objects#dashboardstatssummary</a></li><li><a href="https://docs.datahub.com/docs/graphql/objects#dashboarduserusagecounts" target="_blank" rel="noopener noreferrer">https://docs.datahub.com/docs/graphql/objects#dashboarduserusagecounts</a></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="faq-and-troubleshooting">FAQ and Troubleshooting<a href="#faq-and-troubleshooting" class="hash-link" aria-label="Direct link to FAQ and Troubleshooting" title="Direct link to FAQ and Troubleshooting"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="why-is-my-queriesstats-tab-greyed-out">Why is my Queries/Stats tab greyed out?<a href="#why-is-my-queriesstats-tab-greyed-out" class="hash-link" aria-label="Direct link to Why is my Queries/Stats tab greyed out?" title="Direct link to Why is my Queries/Stats tab greyed out?"></a></h3><p>Queries/Stats tab is greyed out if there is no usage statistics for that dataset or there were no ingestion with usage extraction run before.</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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