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is Altmetric for?</a> <a class="flex items-center w-full !no-underline whitespace-nowrap hover:bg-pearl rounded-md px-2 py-2 text-sm text-indigo !font-normal" href="https://www.altmetric.com/our-audience/institutions/">Institutions</a> <a class="flex items-center w-full !no-underline whitespace-nowrap hover:bg-pearl rounded-md px-2 py-2 text-sm text-indigo !font-normal" href="https://www.altmetric.com/our-audience/publishers/">Publishers</a> <a class="flex items-center w-full !no-underline whitespace-nowrap hover:bg-pearl rounded-md px-2 py-2 text-sm text-indigo !font-normal" href="https://www.altmetric.com/our-audience/researchers/">Researchers</a> <a class="flex items-center w-full !no-underline whitespace-nowrap hover:bg-pearl rounded-md px-2 py-2 text-sm text-indigo !font-normal" href="https://www.altmetric.com/our-audience/nonprofits/">Nonprofits</a> <a class="flex items-center w-full !no-underline whitespace-nowrap hover:bg-pearl rounded-md px-2 py-2 text-sm text-indigo !font-normal" href="https://www.altmetric.com/our-audience/corporate-rd/">Corporate R&D</a> <a class="flex items-center w-full !no-underline whitespace-nowrap hover:bg-pearl rounded-md px-2 py-2 text-sm text-indigo !font-normal" href="https://www.altmetric.com/our-audience/pharmaceutical/">Pharmaceutical</a> <div class="w-full border-b border-lightgray my-4"></div><a class="ml-2 px-2 py-3 text-sm whitespace-nowrap text-indigo font-montserrat !font-bold is-style-arrow-right mr-6" href="https://www.altmetric.com/request-a-demo/">Request a demo</a> </div></nav> </li> <li class="!list-none" x-data="{ open: false }"><div class="flex justify-between items-center"><a class="flex-1 py-3 px-6 text-indigo !no-underline" @click="open = !open" href="#"> Resources</a> <button class="py-1 px-6 pr-8 text-indigo" @click="open = ! open"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" class="w-6 h-6 transition-all" :class="{ 'rotate-180': 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<div class="flex justify-start text-indigo"> <a class="block px-6 py-4 text-indigo !no-underline font-bold whitespace-nowrap mr-4" href="https://altmetric.com/explorer/login" target="_blank" > Sign In </a> </div> <div class="flex flex-none justify-start ml-2"> <div class="wp-block-button is-style-fill"> <a class="wp-block-button__link has-indigo-color has-green-background-color has-text-color has-background wp-element-button font-bold" href="https://www.altmetric.com/contact-us/" > Contact us </a> </div> </div> </div> </div> </div> </div> </header> <div id="content" class="site-content flex-grow" x-data="{ visibleSection: false }"> <main> <div class="container mx-auto"> <article id="post-7013" class="post-7013 post type-post status-publish format-standard has-post-thumbnail hentry category-featured tag-altmetric tag-multi-language-tracking tag-wikipedia"> <div class="alignfull relative !mt-0 !mb-0 bg-indigo text-white bg-cover bg-center" style="background-image: url('https://wordpress-uploads-production.s3.amazonaws.com/uploads/2022/10/Banner-07-min.png')" > <div class="container relative z-10 mx-auto items-center gap-4 px-8 pt-8 pb-8 md:gap-8 md:pt-12 md:pb-12 lg:flex lg:pt-16 lg:pb-16"> <div class="flex flex-col w-full lg:w-2/3"> <div class="mb-4 pr-8"> <h1 class=!pb-0> How tracking language diversity in Wikipedia gives deeper insights into attention </h1> </div> <div class="mb-2 pr-8"> <time datetime="2024-04-29T09:36:57+00:00" itemprop="datePublished" class="text-lg">April 29, 2024</time> </div> </div> <div class="flex w-full flex-col lg:w-1/3"> <figure class="wp-block-post-featured-image"> <img width="560" height="315" src="https://wordpress-uploads-production.s3.amazonaws.com/uploads/2024/04/Multilingual-tracking-Blog.png" class="object-cover object-center w-full h-full aspect-4/3 rounded-3xl wp-post-image" alt="" title="Feature image" decoding="async" fetchpriority="high" srcset="https://wordpress-uploads-production.s3.amazonaws.com/uploads/2024/04/Multilingual-tracking-Blog.png 560w, https://wordpress-uploads-production.s3.amazonaws.com/uploads/2024/04/Multilingual-tracking-Blog-300x169.png 300w" sizes="(max-width: 560px) 100vw, 560px" /> </figure> </div> </div> </div> <div class="alignfull relative !mt-0 !mb-0 py-4 bg-beige text-indigo"> <div class="container relative z-10 mx-auto items-center gap-4 px-8 pt-2 pb-2 md:gap-8 lg:flex"> <div class="flex flex-wrap gap-2"><div><svg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 24 24' stroke-width='1.5' stroke='currentColor' class='h-6 w-6'> <path stroke-linecap='round' stroke-linejoin='round' d='M7.875 14.25l1.214 1.942a2.25 2.25 0 001.908 1.058h2.006c.776 0 1.497-.4 1.908-1.058l1.214-1.942M2.41 9h4.636a2.25 2.25 0 011.872 1.002l.164.246a2.25 2.25 0 001.872 1.002h2.092a2.25 2.25 0 001.872-1.002l.164-.246A2.25 2.25 0 0116.954 9h4.636M2.41 9a2.25 2.25 0 00-.16.832V12a2.25 2.25 0 002.25 2.25h15A2.25 2.25 0 0021.75 12V9.832c0-.287-.055-.57-.16-.832M2.41 9a2.25 2.25 0 01.382-.632l3.285-3.832a2.25 2.25 0 011.708-.786h8.43c.657 0 1.281.287 1.709.786l3.284 3.832c.163.19.291.404.382.632M4.5 20.25h15A2.25 2.25 0 0021.75 18v-2.625c0-.621-.504-1.125-1.125-1.125H3.375c-.621 0-1.125.504-1.125 1.125V18a2.25 2.25 0 002.25 2.25z' /> </svg></div><a href='https://www.altmetric.com/blog/category/featured/' title='Featured Category' class='inline-flex items-center rounded-full px-3 py-1 text-xs font-bold uppercase leading-sm bg-bisque text-indigo'>Featured</a></div> </div> <div class="container relative z-10 mx-auto items-center gap-4 px-8 pt-2 pb-2 md:gap-8 lg:flex"> <div class="flex flex-wrap gap-2"><div><svg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 24 24' stroke-width='1.5' stroke='currentColor' class='flex h-6 w-6'> <path stroke-linecap='round' stroke-linejoin='round' d='M9.568 3H5.25A2.25 2.25 0 003 5.25v4.318c0 .597.237 1.17.659 1.591l9.581 9.581c.699.699 1.78.872 2.607.33a18.095 18.095 0 005.223-5.223c.542-.827.369-1.908-.33-2.607L11.16 3.66A2.25 2.25 0 009.568 3z' /> <path stroke-linecap='round' stroke-linejoin='round' d='M6 6h.008v.008H6V6z' /> </svg></div><a href='https://www.altmetric.com/blog/tag/altmetric/' title='Altmetric Tag' class='inline-flex items-center rounded-full px-3 py-1 text-xs font-bold uppercase leading-sm bg-bisque text-indigo'>Altmetric</a><a href='https://www.altmetric.com/blog/tag/multi-language-tracking/' title='Multi-language tracking Tag' class='inline-flex items-center rounded-full px-3 py-1 text-xs font-bold uppercase leading-sm bg-bisque text-indigo'>Multi-language tracking</a><a href='https://www.altmetric.com/blog/tag/wikipedia/' title='Wikipedia Tag' class='inline-flex items-center rounded-full px-3 py-1 text-xs font-bold uppercase leading-sm bg-bisque text-indigo'>Wikipedia</a></div> </div> </div> <div class="alignfull relative !mt-0 !mb-0 bg-white text-indigo"> <div class="container relative z-10 mx-auto gap-4 px-8 pt-8 pb-8 md:gap-8 md:pt-12 md:pb-12 lg:pt-16 lg:pb-16"> <div class=""> <p><strong>Wikipedia, with its vast repository of citations for scholarly publications, serves as a significant source driving traffic to referenced websites. Additionally, it plays a crucial role in quantifying attention received by research outputs cited on its platform. Altmetric’s expansion to include multi-language tracking was a step in the direction of gaining a deeper comprehension of attention beyond the English-speaking world. Drawing information from the webinar <em>“</em></strong><a href="https://www.altmetric.com/event/tracking-multiple-languages-in-the-altmetric-explorer/"><strong><em>Tracking multiple languages in the Altmetric Explorer</em></strong></a><strong><em>,</em>” this blog gives insights into why it is important to track different languages.</strong></p> <h3 class="wp-block-heading" id="h-expansion-of-altmetric-tracking">Expansion of Altmetric tracking</h3> <p>Improving diversity has been an important principle for Altmetric as it not only underlines the commitment to open research and inclusivity but also allows Altmetric to ensure that it quantifies attention as widely as possible. That is why, two years ago, Altmetric expanded its tracking of Wikipedia citations to beyond English language Wikipedia. Before this expansion, the Altmetric Data Insights team investigated how the different languages describe a broader view of research and to what extent academics trust Wikipedia. </p> <h3 class="wp-block-heading" id="h-investigating-language-diversity">Investigating language diversity</h3> <p>There has been an assumption that the English language Wikipedia, being larger and more active than other language versions, is the primary one to consider. However, conversations with academics in other languages means that excluding other languages could result in overlooking crucial sources.</p> <p>To explore diversity, Mike Taylor, Head of Data Insights at <a href="https://www.digital-science.com/">Digital Science</a>, and his colleagues examined 21 different language versions of Wikipedia. Although numerous other Wikipedia editions exist, and Altmetric encompasses more languages than those examined in the study, each language version studied required a minimum of 1,000 editors and 100,000 citations to academic research for inclusion in the research.</p> <p>Of the 2 million research citations found in the English language Wikipedia, 1.1 million citations were unique to English and not present elsewhere. However, non-English Wikipedia editions cited 1.45 million research articles and books, constituting 42% of the total citations.</p> <p>Individual language sites can be examined in detail. For instance, the French language site cites 108,000 research publications exclusively, and the team identified similarly substantial numbers for German, Italian, Japanese, and Spanish. However, the team observed that each language, even those with lower citation counts, makes a unique contribution. For example, Farsi/Persian, Turkish, Vietnamese, and Serbian each cite approximately 12,500 publications that are not referenced elsewhere.</p> <h3 class="wp-block-heading" id="h-disciplinary-insights-nbsp">Disciplinary insights </h3> <p>The team broke the data down into six different disciplines, based on Dimensions fields of research, and looked at how strongly unique their citations were. They found, for example, that Polish has a strongly unique citation base in engineering technology, medical and health sciences and social sciences.</p> <p>In terms of fields that differ across languages, the team found that engineering technology is probably overall the most the most different, followed by medical health. The initial assumption was that there would be greater variability across languages for citations for social sciences and humanities due to expected differences in linguistic and cultural research, as well as references to heritage. However, contrary to this assumption, the team found less differentiation in these areas compared to the sciences.</p> <p>Taylor says that, “Investigating the publications that are cited in Wikipedia gave us fascinating insights into how different languages represent their own research. The data shows that different languages contribute a unique voice to the representation of research. Excitingly this enables us to start to establish a new way of thinking about Wikipedia content through the eyes of research of scientific citations.”</p> <h3 class="wp-block-heading" id="h-getting-a-deeper-view-on-topics">Getting a deeper view on topics</h3> <p>Looking at individual pages shows that some Wikipedias celebrate the lives of researchers who do not appear in English language Wikipedia. Elsewhere, there are differences in approaches across languages. For example, the French philosopher and mathematician Émilie du Châtelet has a large page in the English language Wikipedia with many more academic references than the French entry. Yet the French Wikipedia has separate, individual pages for many of her works, and each of these have numerous academic citations. </p> <p>Taylor adds, “By increasing the diversity that we cover in Altmetric we represent a broader coverage of scholarship and scholars globally than we could by indexing only the English language Wikipedia.”</p> <p>Altmetric now tracks <a href="https://www.altmetric.com/altmetric-news/altmetric-strengthens-policy-related-content-tracking/">35 languages</a>, including the latest Swahili, Afrikaans, Egyptian Arabic, and Uzbek, with each language contributing substantially to the overall count. If you want to listen to the complete webinar, sign in to <a href="https://www.altmetric.com/event/tracking-multiple-languages-in-the-altmetric-explorer/">Tracking multiple languages in the Altmetric Explorer</a>.</p> <p>For more details about Altmetric <a href="https://www.altmetric.com/contact-us/">contact the team</a>.</p> <p></p> </div> </div> </div> <div class="alignfull relative !mt-0 !mb-0 bg-white text-indigo">  <div class="container relative z-10 mx-auto flex flex-wrap items-center gap-6 px-8 pt-0 pb-12"> <div class="font-bold text-small"> Share this: </div> <a href="https://twitter.com/share?text=twitter&url=https://www.altmetric.com/blog/tracking-language-diversity-in-wikipedia-gives-deeper-insights-into-attention?page&name=tracking-language-diversity-in-wikipedia-gives-deeper-insights-into-attention" title="Share this page on Twitter" target="_blank"> <svg xmlns="http://www.w3.org/2000/svg" xml:space="preserve" class="h-8 w-8 transition-all hover:scale-110" 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