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CARDS: A collection of package, revision, and miscellaneous dependency graphs
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The dataset is suitable for studying the structure of different kinds of dependencies, enabling the characterization and distinction of various dependency graph types." /> <meta name="citation_title" content="CARDS: A collection of package, revision, and miscellaneous dependency graphs" /> <meta name="citation_author" content="TRAN-GIRARD, Euxane" /> <meta name="citation_author" content="BULTEAU, Laurent" /> <meta name="citation_author" content="DAVID, Pierre-Yves" /> <meta name="citation_doi" content="10.5281/zenodo.14245891" /> <meta name="citation_abstract_html_url" content="https://zenodo.org/records/14245891" /> <meta property="og:title" content="CARDS: A collection of package, revision, and miscellaneous dependency graphs" /> <meta property="og:description" content="CARDS (Corpus of Acyclic Repositories and Dependency Systems) is a collection of directed graphs which express dependency relations, extracted from diverse real-world sources such as package managers, version control systems, and event graphs. Each graph contains anywhere from thousands to hundreds of millions of nodes and edges, which are normalized into a simple, unified format. Both cyclic and acyclic variants are included (as some graphs, such as citation networks, are not entirely acyclic). The dataset is suitable for studying the structure of different kinds of dependencies, enabling the characterization and distinction of various dependency graph types." /> <meta property="og:url" content="https://zenodo.org/records/14245891" /> <meta property="og:site_name" content="Zenodo" /> <meta name="twitter:card" content="summary" /> <meta name="twitter:site" content="@zenodo_org" /> <meta name="twitter:title" content="CARDS: A collection of package, revision, and miscellaneous dependency graphs" /> <meta name="twitter:description" content="CARDS (Corpus of Acyclic Repositories and Dependency Systems) is a collection of directed graphs which express dependency relations, extracted from diverse real-world sources such as package managers, version control systems, and event graphs. Each graph contains anywhere from thousands to hundreds of millions of nodes and edges, which are normalized into a simple, unified format. Both cyclic and acyclic variants are included (as some graphs, such as citation networks, are not entirely acyclic). 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Centre National de la Recherche Scientifique; Universit茅 Gustave Eiffel" href="/search?q=metadata.creators.person_or_org.name:%22TRAN-GIRARD,+Euxane%22" > <span class="creatibutor-name">TRAN-GIRARD, Euxane</span><sup class="font-tiny">1, 2, 3</sup></a> <a href="https://orcid.org/0009-0003-4190-7151" aria-label="TRAN-GIRARD, Euxane's ORCID profile" title="TRAN-GIRARD, Euxane's ORCID profile"> <img class="ml-5 inline-id-icon" src="/static/images/orcid.svg" alt="ORCID icon"/> </a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="Laboratoire d'Informatique Gaspard-Monge; Centre National de la Recherche Scientifique; Universit茅 Gustave Eiffel" href="/search?q=metadata.creators.person_or_org.name:%22BULTEAU,+Laurent%22" > <span class="creatibutor-name">BULTEAU, Laurent</span><sup class="font-tiny">1, 2, 3</sup></a> <a href="https://orcid.org/0000-0003-1645-9345" aria-label="BULTEAU, Laurent's ORCID profile" title="BULTEAU, Laurent's ORCID profile"> <img class="ml-5 inline-id-icon" src="/static/images/orcid.svg" alt="ORCID icon"/> </a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="Octobus S.c.o.p." href="/search?q=metadata.creators.person_or_org.name:%22DAVID,+Pierre-Yves%22" > <span class="creatibutor-name">DAVID, Pierre-Yves</span><sup class="font-tiny">4</sup></a> <a href="https://orcid.org/0009-0005-3618-3560" aria-label="DAVID, Pierre-Yves's ORCID profile" title="DAVID, Pierre-Yves's ORCID profile"> <img class="ml-5 inline-id-icon" src="/static/images/orcid.svg" alt="ORCID icon"/> </a> </li> </ul> </div> <div class="ui sixteen wide tablet three wide computer column title right aligned bottom aligned"> <button class="ui affiliations-button trigger button mini mr-0" aria-controls="creators-affiliations" data-open-text="Show affiliations" data-close-text="Hide affiliations" aria-expanded="false" > Show affiliations </button> </div> <section class="ui sixteen wide column content" id="creators-affiliations" aria-label="Affiliations for creators"> <ul> <li> 1. <a class="no-text-decoration" href="https://ror.org/04t50yk91" aria-label="Laboratoire d'Informatique Gaspard-Monge's ROR profile" title="Laboratoire d'Informatique Gaspard-Monge's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon" /> </a> Laboratoire d'Informatique Gaspard-Monge </li> <li> 2. <a class="no-text-decoration" href="https://ror.org/02feahw73" aria-label="Centre National de la Recherche Scientifique's ROR profile" title="Centre National de la Recherche Scientifique's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon" /> </a> Centre National de la Recherche Scientifique </li> <li> 3. <a class="no-text-decoration" href="https://ror.org/03x42jk29" aria-label="Universit茅 Gustave Eiffel's ROR profile" title="Universit茅 Gustave Eiffel's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon" /> </a> Universit茅 Gustave Eiffel </li> <li> 4. Octobus S.c.o.p. </li> </ul> </section> </div> </div> </section> </section> <section id="description" class="rel-mt-2 rich-input-content" aria-label="Record description"> <h2 id="description-heading" class="sr-only">Description</h2> <div style="word-wrap: break-word;"> <p>CARDS (<em>Corpus of Acyclic Repositories and Dependency Systems</em>) is a collection of directed graphs which express dependency relations, extracted from diverse real-world sources such as package managers, version control systems, and event graphs. Each graph contains anywhere from thousands to hundreds of millions of nodes and edges, which are normalized into a simple, unified format. Both cyclic and acyclic variants are included (as some graphs, such as citation networks, are not entirely acyclic). The dataset is suitable for studying the structure of different kinds of dependencies, enabling the characterization and distinction of various dependency graph types.</p> </div> </section> <section id="record-files" class="rel-mt-2 rel-mb-3" aria-label="Files" ><h2 id="files-heading">Files</h2> <div class="ui accordion panel mb-10 open" href="#files-list-accordion-panel"> <h3 class="active title panel-heading open m-0"> <div role="button" id="files-list-accordion-trigger" aria-controls="files-list-accordion-panel" aria-expanded="true" tabindex="0" class="trigger"> Files <small class="text-muted"> (37.6 GB)</small> <i class="angle right icon" aria-hidden="true"></i> </div> </h3> <div role="region" id="files-list-accordion-panel" aria-labelledby="files-list-accordion-trigger" class="active content pt-0"> <div> <table class="ui striped table files fluid open"> <thead> <tr> <th>Name</th> <th>Size</th> <th class> <a role="button" class="ui compact mini button right floated archive-link" href="https://zenodo.org/api/records/14245891/files-archive"> <i class="file archive icon button" aria-hidden="true"></i> Download all </a> </th> </tr> </thead> <tbody> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241026.cards.swh_bitbucket_mercurial.tar?download=1">20241026.cards.swh_bitbucket_mercurial.tar</a> </div> <small class="ui text-muted font-tiny">md5:6dc38edd055298e2995f1906f41cffa9 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>8.7 GB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241026.cards.swh_bitbucket_mercurial.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241027.cards.aminer_citation.tar?download=1">20241027.cards.aminer_citation.tar</a> </div> <small class="ui text-muted font-tiny">md5:988f943add7327334b69b19911145e00 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>517.5 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241027.cards.aminer_citation.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241027.cards.archlinux_pkgs.tar?download=1">20241027.cards.archlinux_pkgs.tar</a> </div> <small class="ui text-muted font-tiny">md5:e3a1da039269b4a1c94b839619ae018e <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>24.8 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241027.cards.archlinux_pkgs.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241027.cards.debian_pkgs.tar?download=1">20241027.cards.debian_pkgs.tar</a> </div> <small class="ui text-muted font-tiny">md5:311e17a1706416218e9b497e7957fc45 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>2.0 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241027.cards.debian_pkgs.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241027.cards.homebrew_formulae.tar?download=1">20241027.cards.homebrew_formulae.tar</a> </div> <small class="ui text-muted font-tiny">md5:e4aa1450860a5530b046acccd26165e3 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>194.6 kB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241027.cards.homebrew_formulae.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241027.cards.maven_central.tar?download=1">20241027.cards.maven_central.tar</a> </div> <small class="ui text-muted font-tiny">md5:c8af92b1f51ba80f58c95c0d1b9184e7 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>50.9 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241027.cards.maven_central.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241027.cards.snap_citation.tar?download=1">20241027.cards.snap_citation.tar</a> </div> <small class="ui text-muted font-tiny">md5:1ae3c18fb7e8059ff68b45a64eba0a52 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>160.7 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241027.cards.snap_citation.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241028.cards.freebsd_ports.tar?download=1">20241028.cards.freebsd_ports.tar</a> </div> <small class="ui text-muted font-tiny">md5:3273ca60bd215926253ffba0edfd6148 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>5.5 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241028.cards.freebsd_ports.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241028.cards.git_repos.tar?download=1">20241028.cards.git_repos.tar</a> </div> 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aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241028.cards.nixpkgs.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241030.cards.npmjs.tar?download=1">20241030.cards.npmjs.tar</a> </div> <small class="ui text-muted font-tiny">md5:bbe1cc2787fba8b427edb41c4091c8cc <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>388.9 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241030.cards.npmjs.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a 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verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>26.5 GB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241102.cards.openalex_works.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241103.cards.matrix_rooms.tar?download=1">20241103.cards.matrix_rooms.tar</a> </div> <small class="ui text-muted font-tiny">md5:066c2aac9c8b6c6dabebc294ee53cbdf <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>66.0 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241103.cards.matrix_rooms.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241105.cards.perl_cpan.tar?download=1">20241105.cards.perl_cpan.tar</a> </div> <small class="ui text-muted font-tiny">md5:bd8b7a9ca94acf7c59e5cd3aaadb1c81 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>4.2 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241105.cards.perl_cpan.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241105.cards.r_cran.tar?download=1">20241105.cards.r_cran.tar</a> </div> <small class="ui text-muted font-tiny">md5:07ee1556578116c9b0e7b30222046b00 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>266.2 kB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241105.cards.r_cran.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241106.cards.legifrance_legi.tar?download=1">20241106.cards.legifrance_legi.tar</a> </div> <small class="ui text-muted font-tiny">md5:b652d4c4baa0e422d622888330db7ccf <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>64.9 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241106.cards.legifrance_legi.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241130.cards.caselaw_access_project.tar?download=1">20241130.cards.caselaw_access_project.tar</a> </div> <small class="ui text-muted font-tiny">md5:2d61ddc0b133a3810431e87270b998f6 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>464.5 MB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241130.cards.caselaw_access_project.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> <tr> <td class="ten wide"> <div> <a href="/records/14245891/files/20241130.cards.resources.tar?download=1">20241130.cards.resources.tar</a> </div> <small class="ui text-muted font-tiny">md5:d2812bd709e18702075853eba7fff974 <div class="ui icon inline-block" data-tooltip="This is the file fingerprint (checksum), which can be used to verify the file integrity."> <i class="question circle checksum icon"></i> </div> </small> </td> <td>51.2 kB</td> <td class="right aligned"> <span> <a role="button" class="ui compact mini button" href="/records/14245891/files/20241130.cards.resources.tar?download=1"> <i class="download icon" aria-hidden="true"></i>Download </a> </span> </td> </tr> </tbody> </table> </div> </div> </div> </section> <section id="additional-details" class="rel-mt-2" aria-label="Additional record details"> <h2 id="record-details-heading">Additional details</h2> <div class="ui divider"></div> <div class="ui grid"> <div class="sixteen wide mobile four wide tablet three wide computer column"> <h3 class="ui header">Related works</h3> </div> <div class="sixteen wide mobile twelve wide tablet thirteen wide computer column"> <dl class="details-list"> <dt class="ui tiny header">Is documented by</dt> <dd> Preprint: <a href="https://hal.science/hal-04929691" target="_blank" title="Opens in new tab"> https://hal.science/hal-04929691 </a> (URL) </dd> </dl> </div> </div> <div class="ui divider"></div> </section> <section id="citations-search" data-record-pids='{"doi": {"client": "datacite", "identifier": "10.5281/zenodo.14245891", "provider": "datacite"}, "oai": {"identifier": "oai:zenodo.org:14245891", "provider": "oai"}}' data-record-parent-pids='{"doi": {"client": "datacite", "identifier": "10.5281/zenodo.14245890", "provider": "datacite"}}' data-citations-endpoint="https://zenodo-broker.web.cern.ch/api/relationships" aria-label="Record citations" class="rel-mb-1" > </section> </article> <aside class="sixteen wide tablet five wide computer column sidebar" aria-label="Record details"> <section id="metrics" aria-label="Metrics" class="ui segment rdm-sidebar sidebar-container"> <div class="ui tiny two statistics rel-mt-1"> <div class="ui statistic"> <div class="value">39</div> <div class="label"> <i aria-hidden="true" class="eye icon"></i> Views </div> </div> <div class="ui statistic"> <div class="value">171</div> <div class="label"> <i aria-hidden="true" class="download icon"></i> Downloads </div> </div> </div> <div class="ui accordion rel-mt-1 centered"> <div class="title"> <i class="caret right icon" aria-hidden="true"></i> <span tabindex="0" class="trigger" data-open-text="Show more details" data-close-text="Show less details" > Show more details </span> </div> <div class="content"> <table id="record-statistics" class="ui definition table fluid"> <thead> <tr> <th></th> <th class="right aligned">All versions</th> <th class="right aligned">This version</th> </tr> </thead> <tbody> <tr> <td> Views <i tabindex="0" role="button" style="position:relative" class="popup-trigger 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/> </span> <div id="doi-modal" class="ui modal fade badge-modal" data-modal="10.5281/zenodo.14245891"> <div class="header">DOI Badge</div> <div class="content"> <h4> <small>DOI</small> </h4> <h4> <pre>10.5281/zenodo.14245891</pre> </h4> <h3 class="ui small header"> Markdown </h3> <div class="ui message code"> <pre>[](https://doi.org/10.5281/zenodo.14245891)</pre> </div> <h3 class="ui small header"> reStructuredText </h3> <div class="ui message code"> <pre>.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.14245891.svg :target: https://doi.org/10.5281/zenodo.14245891</pre> </div> <h3 class="ui small header"> HTML </h3> <div class="ui message code"> <pre><a href="https://doi.org/10.5281/zenodo.14245891"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.14245891.svg" alt="DOI"></a></pre> </div> <h3 class="ui small header"> Image URL </h3> <div class="ui message code"> <pre>https://zenodo.org/badge/DOI/10.5281/zenodo.14245891.svg</pre> </div> <h3 class="ui small header"> Target URL </h3> <div class="ui message code"> <pre>https://doi.org/10.5281/zenodo.14245891</pre> </div> </div> </div> </dd> <dt class="ui tiny header">Resource type</dt> <dd>Dataset</dd> <dt class="ui tiny header">Publisher</dt> <dd>Zenodo</dd> </dl> </div> </div> <div class="sidebar-container"> <h2 class="ui medium top attached header mt-0">Rights</h2> <div id="licenses" class="ui segment bottom attached rdm-sidebar"> <ul class="details-list m-0 p-0"> <li id="license-odbl-1.0-1" class="has-popup"> <div id="title-odbl-1.0-1" class="license clickable" tabindex="0" aria-haspopup="dialog" aria-expanded="false" role="button" aria-label="ODC Open Database License v1.0" > <span class="title-text"> ODC Open Database License v1.0 </span> </div> <div id="description-odbl-1.0-1" class="licenses-description ui flowing popup transition hidden" role="dialog" aria-labelledby="title-odbl-1.0-1" > <i role="button" tabindex="0" class="close icon text-muted" aria-label="Close"></i> <div id="license-description-1" class="description"> <span class="text-muted"> No further description. </span> <a class="license-link" href="http://www.opendatacommons.org/licenses/odbl/1.0/" target="_blank" title="Opens in new tab">Read more</a> </div> </div> </li> <li id="license-eupl-1.2-2" class="has-popup"> <div id="title-eupl-1.2-2" class="license clickable" tabindex="0" aria-haspopup="dialog" aria-expanded="false" role="button" aria-label="European Union Public License 1.2" > <span class="title-text"> European Union Public License 1.2 </span> </div> <div id="description-eupl-1.2-2" class="licenses-description ui flowing popup transition hidden" role="dialog" aria-labelledby="title-eupl-1.2-2" > <i role="button" tabindex="0" class="close icon text-muted" aria-label="Close"></i> <div id="license-description-2" class="description"> <span class="text-muted"> No further description. </span> <a class="license-link" href="https://joinup.ec.europa.eu/page/eupl-text-11-12" target="_blank" title="Opens in new tab">Read 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