Computational access to digital collections

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Some features and content may not be visible.</p> </noscript>  <div class="page-schema"> <div itemscope itemtype="http://schema.org/WebPage"> <meta itemprop="name" content="Computational access to digital collections"> <meta itemprop="description" content="Computational access to digital collections"> <meta itemprop="image" content="https://glam-labs.s3.amazonaws.com/media/dd/images/glam-labs-community-default-image.1297644.jpg"> </div> </div> <div class="body-inner"> <nav class="accessibility-nav" aria-label="Skip links"> <a class="sr-skip-link" href="#page-main">Skip to main content</a><br> <a class="sr-skip-link" href="#site-footer">Skip to footer</a> </nav>  <div class="basic-view-message no-js-hide" aria-hidden="true"> <div class="basic-view-message__inner"> <span class="basic-view-message__text">Having trouble with this site?</span> <button class="basic-view-btn js-basic-view-btn"> Try the Basic View<span class="basic-view-btn__switch"></span> </button> <button class="basic-view-message__dismiss js-basic-view-message-dismiss"> <span class="basic-view-message__dismiss-txt">Dismiss this message</span> <span class="css-shape css-shape--x"></span> </button> </div> </div>  <div class="page-wrap"> <header id="site-header" class="site-header " role="banner" itemscope itemtype="http://schema.org/WPHeader"> <div class="site-header__bkg"> <div class="site-header__inner"> <div class="site-header__masthead"> <a class="site-header__logo" href="/" title="Go to homepage"> <span class="site-header__logo-print"> <img src="/static/images/glam-labs-community-logotype-print.af97f1aa0ba1.jpg" width="200" alt="International GLAM Labs Community logotype"/> </span> <span class="site-header__logo-web"> <strong class="sr-only">International GLAM Lab Community</strong> </span> </a>  <button class="site-header__btn site-header__btn--nav js-nav-btn"> <span class="navicon"> <span></span> <span></span> <span></span> <strong>Menu</strong> </span> </button> </div>    <div id="js-nav-pane" class="site-header__nav-pane"> <div class="site-header__nav-pane-inner"> <nav class="site-header__main-nav" aria-label="Main"> <ul class="main-nav sr-unmarked-list"> <li class="main-nav__item"><a class="main-nav__link" href="/">Home</a></li> <li class="main-nav__item"> <a class="main-nav__link" href="/member-map/">Member Map</a> </li> <li class="main-nav__item"> <a class="main-nav__link" href="/books/">Publications</a> </li> <li class="main-nav__item"> <a class="main-nav__link" href="/computational-access-to-digital-collections/">Computational access</a> </li> <li class="main-nav__item"> <a class="main-nav__link" href="/checklist/">Checklist</a> </li> </ul> </nav>  <button class="site-header__btn site-header__btn--nav js-nav-btn"> <span class="navicon"> <span></span> <span></span> <span></span> <strong class="sr-only">Close menu</strong> </span> </button> </div> </div> </div> </div> </header> <hr> <main id="page-main" class="page-main" role="main" itemscope itemtype="http://schema.org/WebPageElement" itemprop="mainContentOfPage"> <div class="page-main__inner"> <article> <header class="page-header"> <div class="page-header__breadcrumbs"> <div class="page-header__breadcrumbs-inner"> <div class="breadcrumbs-container"><div class="breadcrumbs-container__inner"><nav aria-label="Breadcrumb"><ol class="breadcrumbs sr-unmarked-list"><li class="breadcrumbs__item"><a class="breadcrumbs__link" href="/">Home</a></li><li class="breadcrumbs__item" aria-current="page">Computational access</li></ol></nav></div></div><hr> </div> </div> <div class="page-header__inner"> <div class="page-header__content"> <div class="page-header__content-inner"> <h1 class="page-header__title">Computational access to digital collections</h1> </div> </div> </div> </header> <hr> <div class="page-body"> <section class="page-section" id="computational-access-to-digital-collections"> <div class="page-section__inner"> <div class="content-block block-richtext"> <div class="block-richtext__inner"> <p>GLAM institutions have explored new ways of publishing digitised and born-digital collections in order to apply computational methods. The initiative <a href="https://collectionsasdata.github.io/"><i>Always Already Computational: Collections as Data</i></a> guides institutions and researchers to provide collections as data. This section introduces several relevant projects and innovative initiatives that reuse digital collections and explore the application of computational methods by means of <a href="https://jupyter.org/">Jupyter Notebooks</a>.</p><p>The information describing the Jupyter Notebook projects and the datasets reused has been introduced into <a href="https://www.wikidata.org">Wikidata</a>, a collaborative edition platform, to provide a clickable graphical visualization that is shown below. The list of projects introduced in this section can be retrieved from Wikidata by clicking on the following <a href="https://w.wiki/4$Ud">link</a>.</p><p>In addition, an approach to assess the quality of Jupyter projects published by GLAM institutions have been recently published in the form of a research article in the <a href="https://doi.org/10.1002/asi.24835">Journal of the Association for Information Science and Technology</a>.</p> </div> </div> <div class="content-block block-html"> <div class="block-html__inner"> <iframe style="width: 60%; height: 700px; border: none;" src="https://query.wikidata.org/embed.html#%23defaultView%3AGraph%0ASELECT%20%3Fnbs%20%3FnbsLabel%20%3Fnbspic%20%3FlinkTo%20%3FlinkToLabel%20%3Flinknb%20%3Fpic%0AWHERE%0A%7B%0A%20%20values%20%3Fnbs%20%7Bwd%3AQ111396450%20wd%3AQ111396660%20wd%3AQ111411199%20wd%3AQ111421153%20wd%3AQ111421205%20wd%3AQ111450546%20wd%3AQ123852539%7D%0A%20%20%3Fnbs%20wdt%3AP2283%20%3FlinkTo%20.%0A%20%20%3FlinkTo%20wdt%3AP856%20%3Flinknb%20.%0A%20%20OPTIONAL%20%7B%3Fnbs%20wdt%3AP154%20%3Fnbspic%20.%7D%0A%20%20OPTIONAL%20%7B%3FlinkTo%20wdt%3AP127%20%3Fowner.%20%3Fowner%20wdt%3AP154%20%3Fpic%20.%7D%0A%20%20OPTIONAL%20%7B%3FlinkTo%20wdt%3AP126%20%3Fmanteiner.%20%3Fmanteiner%20wdt%3AP154%20%3Fpic%20.%7D%0A%20%20OPTIONAL%20%7B%3FlinkTo%20wdt%3AP154%20%3Fpic%20.%7D%0A%20%20OPTIONAL%20%7B%3FlinkTo%20wdt%3AP18%20%3Fpic%20.%7D%20%0A%20%20SERVICE%20wikibase%3Alabel%20%7Bbd%3AserviceParam%20wikibase%3Alanguage%20%22en%2Cfr%2Ces%22%20%7D%0A%7D" referrerpolicy="origin" sandbox="allow-scripts allow-same-origin allow-popups" ></iframe> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 1200px;"> <div class="lazyload-container" style="padding-top: 44.25%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/l7QM533-abi74sBAJGAzQ_VgCwg=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/data-foundry.fb54366.jpg 600w, https://thumbor.ixchosted.com/MUtOmgvAvXhrvytjPW1E2YjTOZo=/fit-in/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/data-foundry.fb54366.jpg 900w, https://thumbor.ixchosted.com/0vg9-OToe2-zX3k1Zxgly1C_md4=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/data-foundry.fb54366.jpg 1200w" data-src=" https://thumbor.ixchosted.com/l7QM533-abi74sBAJGAzQ_VgCwg=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/data-foundry.fb54366.jpg" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/0vg9-OToe2-zX3k1Zxgly1C_md4=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/data-foundry.fb54366.jpg" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">Data Foundry - Jupyter Notebooks</h3> <p class="block-promo__description">These Jupyter Notebooks provide initial, exploratory analysis of some of the National Library of Scotland datasets. No prior programming experience is needed to access and use these Notebooks.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://data.nls.uk/tools/jupyter-notebooks/"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 600px;"> <div class="lazyload-container" style="padding-top: 50.0%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/CWdlQOkbP8e_1Y17lVB0MbMJOws=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-workbench-slider.81f58a3.png 600w, https://thumbor.ixchosted.com/7hF1Xnz9Xze3UgtoqTDr4biT7ko=/fit-in/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-workbench-slider.81f58a3.png 600w, https://thumbor.ixchosted.com/SXV88TgpsVn-x35SkB-Of5vONVs=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-workbench-slider.81f58a3.png 600w" data-src=" https://thumbor.ixchosted.com/CWdlQOkbP8e_1Y17lVB0MbMJOws=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-workbench-slider.81f58a3.png" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/SXV88TgpsVn-x35SkB-Of5vONVs=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-workbench-slider.81f58a3.png" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">GLAM Workbench</h3> <p class="block-promo__description">A collection of tools, tutorials, examples, and hacks to help you work with data from GLAM institutions. While the primary focus is Australia and New Zealand, new collections are being added all the time.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://glam-workbench.net/"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 600px;"> <div class="lazyload-container" style="padding-top: 50.0%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/Oovb-tf6jJVZaInem9XXBFTIbqw=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/lc-robots-slider.5241d4a.png 600w, https://thumbor.ixchosted.com/0Jg02tQYYcr8vs-lySNLL-a6WrU=/fit-in/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/lc-robots-slider.5241d4a.png 600w, https://thumbor.ixchosted.com/wTK-8bPuPS7yiwkyOI7K3rd5_3U=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/lc-robots-slider.5241d4a.png 600w" data-src=" https://thumbor.ixchosted.com/Oovb-tf6jJVZaInem9XXBFTIbqw=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/lc-robots-slider.5241d4a.png" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/wTK-8bPuPS7yiwkyOI7K3rd5_3U=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/lc-robots-slider.5241d4a.png" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">LC for Robots</h3> <p class="block-promo__description">The data-exploration repository includes Jupyter Notebooks and example scripts using openly available Library of Congress Digital Collections or records.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://github.com/LibraryOfCongress/data-exploration"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 600px;"> <div class="lazyload-container" style="padding-top: 50.0%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/rcgjLomloQDvm-irjFFAffjj99g=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/bl-slider.216d0bb.png 600w, https://thumbor.ixchosted.com/R9smKGKRieaR1vgcfFxE1TWWPY4=/fit-in/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/bl-slider.216d0bb.png 600w, https://thumbor.ixchosted.com/B4wjik4nWE6cYg5xmM49_lT_UX8=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/bl-slider.216d0bb.png 600w" data-src=" https://thumbor.ixchosted.com/rcgjLomloQDvm-irjFFAffjj99g=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/bl-slider.216d0bb.png" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/B4wjik4nWE6cYg5xmM49_lT_UX8=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/bl-slider.216d0bb.png" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">Jupyter Notebooks using the British Library鈥檚 Digital Collections and Data</h3> <p class="block-promo__description">A list of Jupyter Notebook' projects using the British Library鈥檚 digital collections and data.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://github.com/BL-Labs/Jupyter-notebooks-projects-using-BL-Sources"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 959px;"> <div class="lazyload-container" style="padding-top: 43.06569343065693%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/MmK1JjbaEmgjlfFQ10Z8yy1zA8g=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-labs-logo.fc8a08c.png 600w, https://thumbor.ixchosted.com/Kg5snPZVV6wmRRA8aBgvrweByuA=/fit-in/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-labs-logo.fc8a08c.png 900w, https://thumbor.ixchosted.com/opzqWbwQPNDlgzJpbU6iBswa1Hs=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-labs-logo.fc8a08c.png 959w" data-src=" https://thumbor.ixchosted.com/MmK1JjbaEmgjlfFQ10Z8yy1zA8g=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-labs-logo.fc8a08c.png" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/opzqWbwQPNDlgzJpbU6iBswa1Hs=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/glam-labs-logo.fc8a08c.png" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">GLAM Jupyter Notebooks</h3> <p class="block-promo__description">A collection of Jupyter Notebooks based on GLAM institutions provided by Biblioteca Virtual Miguel de Cervantes. Additional notebooks are provided by ONB Labs.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://data.cervantesvirtual.com/glam-jupyter-notebooks"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 600px;"> <div class="lazyload-container" style="padding-top: 50.0%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/pkPj-rY3FfNWuuNw1GXD8tU588I=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/rara-slider.8116a75.png 600w, https://thumbor.ixchosted.com/H3fiNMOdbvzpAZ7uNRv3aR5Xf8g=/fit-in/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/rara-slider.8116a75.png 600w, https://thumbor.ixchosted.com/l1qij6qsJ0D_mxKM5ugY0bffguc=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/rara-slider.8116a75.png 600w" data-src=" https://thumbor.ixchosted.com/pkPj-rY3FfNWuuNw1GXD8tU588I=/fit-in/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/rara-slider.8116a75.png" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/l1qij6qsJ0D_mxKM5ugY0bffguc=/fit-in/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/rara-slider.8116a75.png" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">Access to the National Library of Estonia newspaper and periodical collections</h3> <p class="block-promo__description">This repository presents simple tools and a workflow to access the Digitized Newspaper Collections at the National Library of Estonia.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://data.digar.ee/samples/access_eng.html"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-promo"> <div class="block-promo__inner"> <div class="block-promo__image"> <div class="block-promo__image-inner"> <div class="lazyload-container-outer" style="max-width: 1200px;"> <div class="lazyload-container" style="padding-top: 66.66666666666666%;"> <img class="lazyload" data-srcset=" https://thumbor.ixchosted.com/jjtTDlFmNjpAbaxeFjEUUji1a3g=/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/onb-notebooks.ff346e8.png 600w, https://thumbor.ixchosted.com/49txGtZ2ws46iykWqra5d0-sqrI=/900x600/https://glam-labs.s3.amazonaws.com/media/dd/images/onb-notebooks.ff346e8.png 900w, https://thumbor.ixchosted.com/oNO2UYLeJx4R_c_sZFlXTA0YGoc=/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/onb-notebooks.ff346e8.png 1200w" data-src=" https://thumbor.ixchosted.com/jjtTDlFmNjpAbaxeFjEUUji1a3g=/600x400/https://glam-labs.s3.amazonaws.com/media/dd/images/onb-notebooks.ff346e8.png" sizes="(min-width: 650px) 600px, 100vw" alt="" > <span class="lazyload-print-message"></span> </div> </div> <noscript><img src="https://thumbor.ixchosted.com/oNO2UYLeJx4R_c_sZFlXTA0YGoc=/1200x800/https://glam-labs.s3.amazonaws.com/media/dd/images/onb-notebooks.ff346e8.png" alt=""></noscript> </div> </div> <div class="block-promo__info"> <div class="block-promo__info-inner"> <div class="block-promo__text"> <h3 class="block-promo__title">Austrian National Library</h3> <p class="block-promo__description">Jupyter Notebooks using the Austrian National Library鈥檚 Digital Collections and Data.</p> </div> <div class="block-promo__cta"> <a class="block-promo__cta-item btn btn--primary" href="https://labs.onb.ac.at/gitlab/users/a.rabensteiner/projects"> View more </a> </div> </div> </div> </div> <hr> </div> <div class="content-block block-logo-wall "> <h3 class="content-block__title">Additional Collections as Data initiatives</h3> <div class="block-logo-wall__container"> <div class="block-logo-wall__group "> <ul class="block-logo-wall__list sr-unmarked-list"> <li class="block-logo-wall__item"> <div class="block-logo-wall__item-inner"> <h5 class="sr-only">Det Kgl. Bibliotek - The Royal Danish Library</h5> <a class="block-logo-wall__item-link" href="http://www.kb.dk/en/"> <span class="sr-only">Visit the website for Det Kgl. Bibliotek - The Royal Danish Library</span> <div class="lazyload-container-outer" style="width: 186px; max-width: 186px;"> <div class="lazyload-container" style="padding-top: 39.5%;"> <img class="lazyload block-logo-wall__logo" data-src="https://thumbor.ixchosted.com/mj8hDhls6KkUaIKg7kHZYZMKxMw=/400x0/https://glam-labs.s3.amazonaws.com/media/dd/images/DKB-logo-expanded-black-small.0a8f4c7.png" alt="The Royal Danish Library logo" /> <span class="lazyload-print-message"></span> </div> </div> <noscript> <img src="https://thumbor.ixchosted.com/mj8hDhls6KkUaIKg7kHZYZMKxMw=/400x0/https://glam-labs.s3.amazonaws.com/media/dd/images/DKB-logo-expanded-black-small.0a8f4c7.png" alt=""/> </noscript> </a> </div> </li> <li class="block-logo-wall__item"> <div class="block-logo-wall__item-inner"> <h5 class="sr-only">KBR - The Royal Library of Belgium</h5> <a class="block-logo-wall__item-link" href="https://www.kbr.be/en/projects/data-kbr-be/"> <span class="sr-only">Visit the website for KBR - The Royal Library of Belgium</span> <div class="lazyload-container-outer" style="width: 180px; 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Computational access to digital collections