Global Data Lab - Innovative Instruments for Turning Data into Knowledge

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srcset="https://globaldatalab.org/thumbs/2022/05/shdi-thumb_640x500.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Subnational Human Development</h3> <p>Explore variations in human development, health, education and income within and across 160+ countries since 1990</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/shdi/">Discover more</a> </div> </div> </div> </div> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/education/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2025/03/education2_332x260.png" alt="" srcset="https://globaldatalab.org/thumbs/2025/03/education2_664x520.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Education and Work</h3> <p>Education and work related indicators for low and middle-income countries and subnational regions within these countries to monitor dynamics and progress across the globe</p> <div 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src="https://globaldatalab.org/thumbs/2025/03/climate7_332x282.png" alt="" srcset="https://globaldatalab.org/thumbs/2025/03/climate7_664x563.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Climate</h3> <p>We feature three climate instruments: (i) Geospatial Data, (ii) the Climate Cooperative Initiatives Database, and (iii) the GDL Vulnerability Index, allowing research into the impacts of climate and adaptation</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/climate/">Discover more</a> </div> </div> </div> </div> </div> <div class="row"> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/wealth/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2022/05/iwi-thumb_332x260.png" alt="" srcset="https://globaldatalab.org/thumbs/2022/05/iwi-thumb_640x500.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Wealth</h3> <p>Compare variations in household wealth, poverty, and inequality across the developing world by means of asset indicators and one unified international wealth index</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/wealth/">Discover more</a> </div> </div> </div> </div> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/gender/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2025/03/gender7_332x253.png" alt="" srcset="https://globaldatalab.org/thumbs/2025/03/gender7_664x505.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Gender</h3> <p>Address female empowerment and gender equality with data on marriage and patrilocality across the developing world </p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/gender/">Discover more</a> </div> </div> </div> </div> </div> <div class="row"> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/demographics/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2025/03/demographics5_332x260.png" alt="" srcset="https://globaldatalab.org/thumbs/2025/03/demographics5_664x519.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Demographics</h3> <p>Demographic indicators on urbanization, fertility, population, and the demographic window allowing analyses of population dynamics</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/demographics/">Discover more</a> </div> </div> </div> </div> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/governance/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2025/03/governance_332x260.png" alt="" srcset="https://globaldatalab.org/thumbs/2025/03/governance_664x519.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Governance</h3> <p>Discover the first database with subnational information on petty and grand corruption in 1,473 subnational areas of 178 countries, 1995-2022</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/governance/">Discover more</a> </div> </div> </div> </div> </div> <div class="row"> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/sdgs/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2024/09/sdg-dashboard-thumb_332x260.png" alt="" srcset="https://globaldatalab.org/thumbs/2024/09/sdg-dashboard-thumb_640x500.png 2x"> </a> </div> <div class="spotlight-content"> <h3>SDG Dashboard</h3> <p>Download 50+ subnational indicators for a detailed monitoring of progress with the Sustainable Development Goals</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/sdgs/">Discover more</a> </div> </div> </div> </div> <div class="col-lg-6 mb-4"> <div class="spotlight"> <div class="spotlight-image"> <a href="https://globaldatalab.org/students/research/"><img class="inline-image" src="https://globaldatalab.org/thumbs/2024/02/student-research_332x260.png" alt="" srcset="https://globaldatalab.org/thumbs/2024/02/student-research_640x500.png 2x"> </a> </div> <div class="spotlight-content"> <h3>Student Research</h3> <p>We give our students engaging with GDL data a platform: Read about the various projects our students have worked on recently</p> <div class="buttonstrip"> <a class="btn btn-primary" href="https://globaldatalab.org/students/research/">Discover more</a> </div> </div> </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/">Global Data Lab</a></li> </ol> </div> 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