{"id":265,"date":"2022-04-11T08:25:07","date_gmt":"2022-04-11T08:25:07","guid":{"rendered":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/?page_id=265"},"modified":"2022-10-26T14:26:15","modified_gmt":"2022-10-26T14:26:15","slug":"fair-workflows","status":"publish","type":"page","link":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/getting-data-from-resource-name\/fair-workflows\/","title":{"rendered":"FAIR workflows"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The FAIR principles can be used to guide us in thinking about good data management and making our data reproducible:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Findable<\/strong>&nbsp;\u2013 ensure data can be found, for example by using unique identifiers and clear metadata.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Accessible<\/strong>&nbsp;\u2013 ensure data can be retrieved using the unique identifier, however this may require user authorisation where necessary.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Interoperable&nbsp;<\/strong>\u2013 ensure use of shared formats, vocabularies and ontologies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Reusable<\/strong>&nbsp;\u2013 ensure data are clearly described, meet community standards and have a usage license.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These principles should also be considered when creating workflows.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How can workflows be made FAIR?<sup><a href=\"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/references\/\">8<\/a><\/sup><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">There are many ways that workflows can be developed to contribute to being FAIR, including: <\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Require the use of specific metadata and standards <\/li><li>Create results and metadata in consistent formats <\/li><li>Be listed in registries to support findability; this may also create persistent identifiers, assisting with citation<\/li><li>Use of workflow languages, such as the Common Workflow Language (CWL), to aid with interoperability <\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Read more about <a rel=\"noreferrer noopener\" href=\"https:\/\/direct.mit.edu\/dint\/article\/2\/1-2\/108\/10003\/FAIR-Computational-Workflows\" target=\"_blank\">FAIR computational workflows<\/a>.<sup><a href=\"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/references\/\">8<\/a><\/sup><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The FAIR principles can be used to guide us in thinking about good data management and making our data reproducible: Findable&nbsp;\u2013 ensure data can be found, for example by using unique identifiers and clear metadata. Accessible&nbsp;\u2013 ensure data can be retrieved using the unique identifier, however this may require user authorisation where necessary. Interoperable&nbsp;\u2013 ensure&#8230;<\/p>\n","protected":false},"author":30,"featured_media":0,"parent":98,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-265","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/pages\/265","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/comments?post=265"}],"version-history":[{"count":9,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/pages\/265\/revisions"}],"predecessor-version":[{"id":621,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/pages\/265\/revisions\/621"}],"up":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/pages\/98"}],"wp:attachment":[{"href":"https:\/\/www.ebi.ac.uk\/training\/online\/courses\/workflows-combining-tools-for-data-analysis\/wp-json\/wp\/v2\/media?parent=265"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}