Subnational Human Development

<!DOCTYPE html> <html lang="en"> <head> <title>Subnational Human Development - Global Data Lab</title> <link rel="canonical" href="https://globaldatalab.org/shdi/"> <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"> <link rel="stylesheet" href="https://globaldatalab.org/vendor/twbs/bootstrap/dist/css/bootstrap.min.css"> <link rel="stylesheet" href="https://globaldatalab.org/vendor/twbs/bootstrap-icons/font/bootstrap-icons.css"> <link rel="stylesheet" href="https://globaldatalab.org/css/gdl.css?v7" type="text/css"> <link rel="icon" href="https://globaldatalab.org/apple-touch-icon.png" type="image/png"> </head> <body class="landing-page"> <nav id="mainNav" class="navbar navbar-expand-lg navbar-light bg-light sticky-top" aria-label="Main navigation"> <div class="container"> <a class="navbar-brand flex-grow-1" href="https://globaldatalab.org/"> <img src="https://globaldatalab.org/images/logo_gdl.svg" alt="Global Data Lab" style="height: 45px; 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Subnational indices can also be displayed on the map showing differences within countries.</p> <div> <a class="btn btn-primary" href="https://globaldatalab.org/shdi/maps/">Go to maps</a> </div> <span class="icon bi bi-map"></span> </div> </div> <div class="col-md-6"> <div class="content-box landing-box"> <h2>Charts</h2> <p>Our bubble charts allow the joint visualization of three indicators of development at the national or subnational level while simultaneously highlighting differences across continents at any given point in time.</p> <div> <a class="btn btn-primary" href="https://globaldatalab.org/shdi/chart/">Go to charts</a> </div> <span class="icon bi bi-bar-chart"></span> </div> </div> </div> <div class="row"> <div class="col-md-6"> <div class="content-box landing-box"> <h2>Data tables</h2> <p>We provide easy to navigate data tables displaying the indicator information in a grid-like format of rows and columns. Information is available along three dimensions: (i) country, (ii) time, and (iii) choice of indicator(s).</p> <div> <a class="btn btn-primary" href="https://globaldatalab.org/shdi/table/">Go to data tables</a> </div> <span class="icon bi bi-table"></span> </div> </div> <div class="col-md-6"> <div class="content-box landing-box"> <h2>Downloads</h2> <p>To download our data tables in Excel or CSV format, a free-of-charge registration with GDL is necessary. Registration takes less than 5 minutes. Sub-samples as well as complete datasets can be downloaded.</p> <div> <a class="btn btn-primary" href="https://globaldatalab.org/shdi/download/">Go to downloads</a> </div> <span class="icon bi bi-download"></span> </div> </div> </div> <div class="row"> <div class="col-md-12"> <div class="content-box landing-box"> <h2>How to cite us</h2> <p>For data retrieved from the Subnational HDI Database, please refer to both the data and the accompanying paper:</p> <ul> <li>Data retrieved from the Subnational HDI Database of the Global Data Lab, <a href="https://globaldatalab.org/shdi/">https://globaldatalab.org/shdi/</a>, version v7.0.</li> <li>Smits, J. and Permanyer, I. The Subnational Human Development Database. Sci. Data. 6:190038 <a href="https://doi.org/10.1038/sdata.2019.38">https://doi.org/10.1038/sdata.2019.38</a> (2019).</li> </ul> </div> </div> </div> </div> </div>  <nav id="bottomNav" style="--bs-breadcrumb-divider: '>';" aria-label="Breadcrumbs"> <div class="container"> <ol class="breadcrumb"> <li class="breadcrumb-item"><a href="https://globaldatalab.org/"><i class="bi bi-house-door-fill"></i> </a></li> <li class="breadcrumb-item"><a href="https://globaldatalab.org/shdi/">Subnational Human Development</a></li> </ol> </div> </nav>  <footer> <div class="container pt-5 pb-3"> <div class="row border-bottom pb-4 d-none d-lg-flex"> <div class="col-2"> <h5>Instruments</h5> <ul class="nav flex-column"> <li class="nav-item mb-2"><a href="https://globaldatalab.org/areadata/" class="nav-link p-0">Area Database</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/shdi/" class="nav-link p-0">Human Development</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/geos/" class="nav-link p-0">Geospatial Data</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/c-cid/" class="nav-link p-0">Climate Cooperation</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/gvi/" class="nav-link p-0">GDL Vulnerability Index</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/iwi/" class="nav-link p-0">Wealth Index</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/sdgs/" class="nav-link p-0">SDG Dashboard</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/scd/" class="nav-link p-0">Subnational Corruption</a></li> </ul> </div> <div class="col-2"> <h5>About</h5> <ul class="nav flex-column"> <li class="nav-item mb-2"><a href="https://globaldatalab.org/about/mission/" class="nav-link p-0">Mission</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/about/history/" class="nav-link p-0">History</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/methods/" class="nav-link p-0">Methods</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/team/" class="nav-link p-0">Team</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/students/research/" class="nav-link p-0">Students</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/contact/" class="nav-link p-0">Contact</a></li> </ul> </div> <div class="col-2"> <h5>Other</h5> <ul class="nav flex-column"> <li class="nav-item mb-2"><a href="https://globaldatalab.org" class="nav-link p-0">Publications</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/news/" class="nav-link p-0">News Archive</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/privacypolicy/" class="nav-link p-0">Privacy Policy</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/termsofuse/" class="nav-link p-0">Terms of use</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/login/" class="nav-link p-0">Log in</a></li> </ul> </div> <div class="col-lg-4 offset-lg-2"> <form action="https://globaldatalab.org/newsletter/" method="get" class="d-none d-lg-block"> <h5>Subscribe to our newsletter</h5> <div class="d-flex w-100 gap-2"> <label for="email" class="visually-hidden">Email address</label> <input name="email" id="email" type="text" class="form-control" placeholder="Email address"> <button class="btn btn-primary" type="submit">Subscribe</button> </div> </form> <ul class="list-unstyled d-flex fs-4 mt-lg-4 justify-content-end"> <li class="ms-3"><a href="https://www.linkedin.com/company/global-data-lab/" title="LinkedIn"><i class="bi bi-linkedin"></i></a></li> <li class="ms-3"><a href="https://twitter.com/globaldatalab/" title="Twitter"><i class="bi bi-twitter"></i></a></li> <li class="ms-3"><a href="https://www.youtube.com/channel/UCzvqQcbDwKnbwheNKeSKe8Q" title="YouTube"><i class="bi bi-youtube"></i></a></li> </ul> </div> </div> <div class="d-lg-flex justify-content-between mt-lg-3"> <p class="lh-lg text-center text-lg-start mt-lg-3"> 漏 2013-2024 Global Data Lab. 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Subnational Human Development - Global Data Lab