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GSoC 2015 Ideas · OpenRefine/OpenRefine Wiki · GitHub
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class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"github_copilot","context":"product","tag":"link","label":"github_copilot_link_product_navbar"}" href="https://github.com/features/copilot"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 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data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="feedback-dialog" aria-modal="true" aria-labelledby="feedback-dialog-title" aria-describedby="feedback-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="feedback-dialog-title"> Provide feedback </h1> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="feedback-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="feedback-dialog-title"> <div data-view-component="true" class="Overlay-body"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="code-search-feedback-form" data-turbo="false" action="/search/feedback" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="Y013bTNBWLZU54mKEY2dwoNGkq/iQWjeELXhxgIRZXpk+tnrpCYqpbev0mbHWN04dOYDl1dZ1xDGoMLRYeTlvg==" /> <p>We read every piece of feedback, and take your input very seriously.</p> <textarea name="feedback" class="form-control width-full mb-2" style="height: 120px" id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" aria-modal="true" aria-labelledby="custom-scopes-dialog-title" aria-describedby="custom-scopes-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header Overlay-header--divided"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="custom-scopes-dialog-title"> Saved searches </h1> <h2 id="custom-scopes-dialog-description" class="Overlay-description">Use saved searches to filter your results more quickly</h2> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="custom-scopes-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="+lyyiaEvARxZfGsaOMw1r33qVWRFpdRf+lDZ5X6pTrjZxMwoTPegcS1hY7M1UkyBOhWVG5DU6e0DTzld2W++DQ==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" id="custom_scope_id" name="custom_scope_id" data-target="custom-scopes.customScopesIdField"> <div class="form-group"> <label for="custom_scope_name">Name</label> <auto-check 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class="d-flex flex-column flex-md-row gh-header"> <h1 class="flex-auto min-width-0 mb-2 mb-md-0 mr-0 mr-md-2 gh-header-title">GSoC 2015 Ideas</h1> <div class="mt-0 mt-lg-1 flex-shrink-0 gh-header-actions"> <a href="#wiki-pages-box" class="d-md-none pl-2 float-right">Jump to bottom</a> <a href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas/_edit" data-view-component="true" class="Button--secondary Button--small Button ml-0"> <span class="Button-content"> <span class="Button-label">Edit</span> </span> </a> <a href="/OpenRefine/OpenRefine/wiki/_new" data-view-component="true" class="Button--primary Button--small Button"> <span class="Button-content"> <span class="Button-label">New page</span> </span> </a> </div> </div> <div class="mt-2 mt-md-1 pb-3 gh-header-meta"> Thad Guidry edited this page <relative-time datetime="2020-03-15T17:25:11Z" class="no-wrap">Mar 15, 2020</relative-time> · <a href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas/_history" data-view-component="true" class="Link Link--underline">1 revision</a> </div> <div id="wiki-content" class="mt-4"> <div data-view-component="true" class="Layout Layout--flowRow-until-md Layout--sidebarPosition-end Layout--sidebarPosition-flowRow-end"> <div data-view-component="true" class="Layout-main"> <div id="wiki-body" class="gollum-markdown-content"> <div class="markdown-body"> <p>Most of the idea list are from <a href="https://groups.google.com/forum/#!searchin/openrefine/%22feature$20requests%22/openrefine/Qs7vcbdz2zs/SlebN0AX7KMJ" rel="nofollow">David Huynh's feature requests thread</a></p> <p>Considering the length of the GSoC, We will focus on following tasks out of above tasks:</p> <div class="markdown-heading"><h4 class="heading-element">pipelining mode using Spark data processing</h4><a id="user-content-pipelining-mode-using-spark-data-processing" class="anchor" aria-label="Permalink: pipelining mode using Spark data processing" href="#pipelining-mode-using-spark-data-processing"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The idea is to integrate the Apache Spark into the OpenRefine to allow the in-memory parallelism data processing. It will be a light-weight solution for OpenRefine adding the ability to processing the big data. There already an existing project and need well tested and put into the master: <a href="https://github.com/andreybratus/RefineOnSpark">https://github.com/andreybratus/RefineOnSpark</a></p> <div class="markdown-heading"><h4 class="heading-element">pipelining mode using the Hadoop</h4><a id="user-content-pipelining-mode-using-the-hadoop" class="anchor" aria-label="Permalink: pipelining mode using the Hadoop" href="#pipelining-mode-using-the-hadoop"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>This approach will establish a full-fledged Hadoop cluster including the HDFS as a storage and the MapReduce as the processing engigne. See this repository for some idea: <a href="https://github.com/rmalla1/OpenRefine-HD">https://github.com/rmalla1/OpenRefine-HD</a></p> <div class="markdown-heading"><h4 class="heading-element">plugin manager</h4><a id="user-content-plugin-manager" class="anchor" aria-label="Permalink: plugin manager" href="#plugin-manager"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>OpenRefine plugin provides the capability to extend the functionality and interact with third party service provider. But installation and management(enable/disable) only can can be archived manually. We want to set up an package management server / repository to manage the plugin distribution and installation like apt-get does. Also the UI will provide a way to interact with the package manager server. Here is another open sourced project we can leverage: <a href="https://f-droid.org/contribute/" rel="nofollow">https://f-droid.org/contribute/</a> It’s for android. But the data management can be easily migrate to serve a general purpose.</p> <div class="markdown-heading"><h4 class="heading-element">Better interface with databases or system</h4><a id="user-content-better-interface-with-databases-or-system" class="anchor" aria-label="Permalink: Better interface with databases or system" href="#better-interface-with-databases-or-system"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Currently Refine accept only file based data to start a project. This force use to often export data from their system to a csv file before loading them into Refine. Having Refine to support credentialing process and being able to connect to remote data or system will enable smoother workflow for users when importing data. For example Refine should be able to load data directly from database tables, write back to database tables, exporting SQL commands to update. 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anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-2.0" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 2.0</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-2.0/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-2.1" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 2.1</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-2.1/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-2.5" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 2.5</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-2.5/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-2.6" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 2.6</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-2.6/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.1" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.1</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.1/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.2" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.2</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.2/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.3" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.3</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.3/_toc"> </include-fragment> </details> </li> <li class="Box-row px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.4" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.4</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.4/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.5" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.5</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.5/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.6" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.6</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.6/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.7" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.7</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.7/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.8" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.8</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.8/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-3.9" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 3.9</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-3.9/_toc"> </include-fragment> </details> </li> 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js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Changes-for-4.0" data-view-component="true" class="Truncate-text text-bold py-1">Changes for 4.0</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Changes-for-4.0/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Client-Side-Architecture" data-view-component="true" class="Truncate-text text-bold py-1">Client Side Architecture</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Client-Side-Architecture/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Clustering" data-view-component="true" class="Truncate-text text-bold py-1">Clustering</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Clustering/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Clustering-In-Depth" data-view-component="true" class="Truncate-text text-bold py-1">Clustering In Depth</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Clustering-In-Depth/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Column-Editing" data-view-component="true" class="Truncate-text text-bold py-1">Column Editing</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Column-Editing/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details 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class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Data-Extension-API" data-view-component="true" class="Truncate-text text-bold py-1">Data Extension API</a> </span> </div> </summary> <include-fragment 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href="/OpenRefine/OpenRefine/wiki/Export-as-MARCXML" data-view-component="true" class="Truncate-text text-bold py-1">Export as MARCXML</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Export-as-MARCXML/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" 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cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/General-Refine-Expression-Language" data-view-component="true" class="Truncate-text text-bold py-1">General Refine Expression Language</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" 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data-view-component="true" class="Truncate-text text-bold py-1">GREL Controls</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GREL-Controls/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GREL-Date-Functions" data-view-component="true" class="Truncate-text text-bold py-1">GREL Date Functions</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GREL-Date-Functions/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GREL-Functions" data-view-component="true" class="Truncate-text text-bold py-1">GREL Functions</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GREL-Functions/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GREL-Math-Functions" data-view-component="true" class="Truncate-text text-bold py-1">GREL Math Functions</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GREL-Math-Functions/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GREL-Other-Functions" data-view-component="true" class="Truncate-text text-bold py-1">GREL Other Functions</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GREL-Other-Functions/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GREL-String-Functions" data-view-component="true" class="Truncate-text text-bold py-1">GREL String Functions</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GREL-String-Functions/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Application" data-view-component="true" class="Truncate-text text-bold py-1">GSoC 2015 Application</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GSoC-2015-Application/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" open> <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron js-wiki-sidebar-toc-toggle-chevron-open mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas" data-view-component="true" class="Truncate-text text-bold py-1">GSoC 2015 Ideas</a> </span> </div> </summary> <ul class="list-style-none mx-4 px-1"> <li class="my-2" style="padding-left: 48px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas#pipelining-mode-using-spark-data-processing">pipelining mode using Spark data processing</a> </li> <li class="my-2" style="padding-left: 48px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas#pipelining-mode-using-the-hadoop">pipelining mode using the Hadoop</a> </li> <li class="my-2" style="padding-left: 48px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas#plugin-manager">plugin manager</a> </li> <li class="my-2" style="padding-left: 48px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/OpenRefine/OpenRefine/wiki/GSoC-2015-Ideas#better-interface-with-databases-or-system">Better interface with databases or system</a> </li> </ul> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 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src="https://github.com/OpenRefine/OpenRefine/wiki/GSoC-2020%C2%A0Ideas/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GSoC-application-template" data-view-component="true" class="Truncate-text text-bold py-1">GSoC application template</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GSoC-application-template/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg 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href="/OpenRefine/OpenRefine/wiki/GSoC-Outreachy-2022%C2%A0Ideas" data-view-component="true" class="Truncate-text text-bold py-1">GSoC Outreachy 2022 Ideas</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GSoC-Outreachy-2022%C2%A0Ideas/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/GSoC-Outreachy-2023-Ideas" data-view-component="true" class="Truncate-text text-bold py-1">GSoC Outreachy 2023 Ideas</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/GSoC-Outreachy-2023-Ideas/_toc"> </include-fragment> </details> </li> <li 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stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Recipes" data-view-component="true" class="Truncate-text text-bold py-1">Recipes</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Recipes/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn 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</svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Reconcilable-Data-Sources" data-view-component="true" class="Truncate-text text-bold py-1">Reconcilable Data Sources</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Reconcilable-Data-Sources/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Reconciliation" data-view-component="true" class="Truncate-text text-bold py-1">Reconciliation</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Reconciliation/_toc"> 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class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Reconciliation-Service-API" data-view-component="true" class="Truncate-text text-bold py-1">Reconciliation Service API</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Reconciliation-Service-API/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Related-Software" data-view-component="true" class="Truncate-text text-bold py-1">Related Software</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Related-Software/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Releasing-Version" data-view-component="true" class="Truncate-text text-bold py-1">Releasing Version</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Releasing-Version/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Research-on-data-grids" data-view-component="true" class="Truncate-text text-bold py-1">Research on data grids</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Research-on-data-grids/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Roadmap" data-view-component="true" class="Truncate-text text-bold py-1">Roadmap</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Roadmap/_toc"> </include-fragment> </details> </li> <li class="Box-row 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data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/OpenRefine/OpenRefine/wiki/Sample-Datasets" data-view-component="true" class="Truncate-text text-bold py-1">Sample Datasets</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" src="https://github.com/OpenRefine/OpenRefine/wiki/Sample-Datasets/_toc"> </include-fragment> </details> </li> <li class="Box-row wiki-more-pages px-2 py-2"> <details class="details-reset" > <summary> <div class="d-flex flex-items-start"> <div class="p-2 mt-n1 mb-n1 ml-n1 btn btn-octicon js-wiki-sidebar-toc-toggle-chevron-button "> <span hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span 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hidden="hidden" data-view-component="true"> <svg style="box-sizing: content-box; color: var(--color-icon-primary);" width="16" height="16" viewBox="0 0 16 16" fill="none" aria-hidden="true" data-view-component="true" class="js-wiki-sidebar-toc-spinner mr-0 v-align-text-bottom anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a 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