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Catalog", "alternateName": "Data Catalog", "logo": "https://datacatalog.worldbank.org/wb-logo.b6d065191b43b07fcca3.svg" }</script></div><section _ngcontent-sc159=""><div _ngcontent-sc159="" class="faq-section"><div _ngcontent-sc159="" class="container-fluid px-0"><div _ngcontent-sc159="" class="page-breadcrumb"><ol _ngcontent-sc159="" class="container"><li _ngcontent-sc159="" class="breadcrumb-item"><a _ngcontent-sc159="" href="/home" routerlink="/home">Home</a></li><li _ngcontent-sc159="" class="breadcrumb-item"><a _ngcontent-sc159="" href="javascript:void(0)" tabindex="" class="diableclick">Collections</a></li></ol></div><div _ngcontent-sc159="" class="page-header mb-3 pb-2"><div _ngcontent-sc159="" class="container"><h1 _ngcontent-sc159="" class="andesbold">Collections</h1></div></div><div _ngcontent-sc159="" class="container"><div _ngcontent-sc159="" class="row"><div _ngcontent-sc159="" class="col-lg-12"><div _ngcontent-sc159="" class="d-flex justify-content-between"><div _ngcontent-sc159="" class="fs-lg my-3 pb-2 collection-info mr-3">Collections are groups of data originating from the World Bank and other international, regional and national organizations. </div></div><div _ngcontent-sc159="" class="datacollc-list"><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">BOOST - Public Expenditure Database</a></h4><div _ngcontent-sc159="" class="mb-2">The BOOST initiative is a Bank-wide collaborative effort launched in 2010 to facilitate access to budget data and promote effective use for improved decision-making processes, transparency and accountability.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">25 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Coronavirus (COVID-19) Related Datasets</a></h4><div _ngcontent-sc159="" class="mb-2">This collection contains datasets that may be useful for analysis, response or modelling for the Coronavirus (COVID-19) pandemic.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">28 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Development Data Partnership</a></h4><div _ngcontent-sc159="" class="mb-2"><p>The Development Data Partnership platform facilitates formation of public-private partnerships for solving development challenges with technology. Specifically, the Development Data Partnership Working Group organizes opportunities for WBG staff to work with technology companies who offer pro-bono data and resources.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">1 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Discrepancy Index</a></h4><div _ngcontent-sc159="" class="mb-2">This collection contains discrepancy indexes for UN COMTRADE data that aims to capture both the frequency of missed reporting and its impact on overall recorded trade value</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">8 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Earth Observation for Sustainable Development</a></h4><div _ngcontent-sc159="" class="mb-2">A collection of datasets produced through partnership between the World Bank and the European Space Agency (ESA) Earth Observation for Sustainable Development (EO4SD) initiative.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">117 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Energy Data Info</a></h4><div _ngcontent-sc159="" class="mb-2">Open data and analytics for a sustainable energy future.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">376 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Equitable Growth, Finance and Institutions</a></h4><div _ngcontent-sc159="" class="mb-2"><p>This collection features datasets to support building policies, institutions and investments for inclusive and sustainable growth.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">4 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Gender Spatial Data - Small Island States</a></h4><div _ngcontent-sc159="" class="mb-2">As part of the “Geospatial Assessment of Women Employment and Business Opportunities in the Energy Sector” project, an effort was carried out to collect open-source Gender related spatial datasets for 31 SIDS across the globe, resulting in curated and thoroughly documented data repositories, ready to be explored</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">4 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Geospatial Datasets</a></h4><div _ngcontent-sc159="" class="mb-2">A collection of datasets that contain geospatial data. These datasets have one or more resources in a geospatial data format.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">281 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Infrastructure Finance Datasets</a></h4><div _ngcontent-sc159="" class="mb-2"><p>A collection of datasets to help finance the global infrastructure gap.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">2 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Library Databases</a></h4><div _ngcontent-sc159="" class="mb-2"><p>Data and dataset subscriptions managed by the Library Network on agriculture, business, economics, energy, finance, health, risk, water, and more..</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">2 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Merchandise Trade Data</a></h4><div _ngcontent-sc159="" class="mb-2"><p>Collection of merchandise trade data available to World Bank staff.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">44 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Policy Research Working Papers</a></h4><div _ngcontent-sc159="" class="mb-2"><p>This collection includes datasets associated with research organized under the Bank, <a href="http://prwp.worldbank.org" target="_blank" title="Opens in a new window">Policy Research Working Papers</a>.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">53 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Risk Data Library</a></h4><div _ngcontent-sc159="" class="mb-2"><p>This collection contains data on disaster and climate risk assessments curated by the Global Facility for Disaster Reduction and Recovery (GFDRR).</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">109 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Road Software Tools</a></h4><div _ngcontent-sc159="" class="mb-2">This collection presents software tools and models developed by the World Bank to support monitoring, planning, programming and the economic evaluation of roads and highways works.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">6 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Small area estimates / Poverty mapping</a></h4><div _ngcontent-sc159="" class="mb-2">A collection of country Small Area Estimation (SAE) and Poverty Mapping that contains papers, shapefiles, and datasets produced through partnerships between the World Bank and country statistics offices.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">3 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">SARCE Spatial Database</a></h4><div _ngcontent-sc159="" class="mb-2"><p>This spatial database, a product of the South Asia Region Chief Economist's (SARCE) Office, presents data collected from official sources and harmonized into different spatial levels. Data includes economic and environmental data across 12 topic areas, and includes data from four countries in South Asia (Bangladesh, Bhutan, India, and Nepal) for both 2001 and 2011.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">4 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Syria Economic Monitor</a></h4><div _ngcontent-sc159="" class="mb-2">This collection consists of datasets compiled and created by the World Bank Data Lab in response to a request by the Syria Economic Monitor Team to explore alternative data sources to better understand changing trends in trade and economic activity, focusing on: surface cross-border transport routes, changes in observed agricultural production, observed nighttime lights, and reported conflict.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">2 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">Ukraine datasets</a></h4><div _ngcontent-sc159="" class="mb-2"><p>A collection of relevant datasets to support operations in Ukraine.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">173 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Bank (WBG) - European Space Agency (ESA) Database</a></h4><div _ngcontent-sc159="" class="mb-2"><p>Catalogue lists all the data produced under the partnership contracts between the World Bank Group and the European Space Agency</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">5 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Bank Digital Development Data</a></h4><div _ngcontent-sc159="" class="mb-2"><p>A collection of datasets to help achieve universal access to reliable and fast internet services for all.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">52 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Bank Energy Datasets</a></h4><div _ngcontent-sc159="" class="mb-2"><p>A collection of datasets to help achieve sustainable energy for all.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">665 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Bank Transport Data</a></h4><div _ngcontent-sc159="" class="mb-2"><p>A collection of datasets to help achieve sustainable mobility for all.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">171 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Bank Water Data</a></h4><div _ngcontent-sc159="" class="mb-2">From Data to a Water-Secure World for All. World Bank Water Data surrounding the three pillars of Sustain Water Resources, Deliver Services and Build Resilience.</div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">8 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Development Report 2021</a></h4><div _ngcontent-sc159="" class="mb-2"><p><b>The World Development Report 2021: Data for Better Lives</b> explores the tremendous potential of the changing data landscape to improve the lives of poor people, while also acknowledging its potential to open back doors that can harm individuals, businesses, and societies. To address this tension between the helpful and harmful potential of data, this Report calls for a new social contract that enables the use and reuse of data to create economic and social value, ensures equitable access to that value, and fosters trust that data will not be misused in harmful ways. The data used in the WDR2021 are curated as a collection here.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">35 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Development Report 2022</a></h4><div _ngcontent-sc159="" class="mb-2"><p>The <i>World Development Report 2022: Finance for an Equitable Recovery</i> examines the central role of finance in the economic recovery from the COVID-19 pandemic. In doing so, it looks into the consequences of the crisis most likely to affect emerging economies and proposes a set of policies to mitigate the interconnected financial risks stemming from the pandemic and to steer economies toward a sustainable and equitable recovery. The data used in the WDR2022 are curated as a collection here.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">7 Datasets</a></div></div></div><div _ngcontent-sc159="" class="collections"><div _ngcontent-sc159="" class="d-sm-flex justify-content-between"><div _ngcontent-sc159="" class="d-flex flex-wrap flex-sm-nowrap"><div _ngcontent-sc159="" class="collection-img"><img _ngcontent-sc159="" class="img-thumbnail" src="../assets/images/placeholder.png"></div><div _ngcontent-sc159="" class="mt-3 mt-sm-0 mr-3 mb-sm-0"><h4 _ngcontent-sc159="" class="andes font-weight-normal mb-1"><a _ngcontent-sc159="" href="javascript:;">World Settlement Footprint</a></h4><div _ngcontent-sc159="" class="mb-2"><p>The World Settlement Footprint Collection includes country datasets describing the evolution of the built-area across the globe at a ~30m resolution.</p></div></div></div><div _ngcontent-sc159="" class="ml-sm-3 text-right mob-text"><a _ngcontent-sc159="" href="javascript:;" class="text-nowrap dataset-count btn btn-primary text-uppercase font-weight-bold">1 Datasets</a></div></div></div></div></div></div></div></div></div></section></app-collections></div><footer _ngcontent-sc167="" class="footer"><div _ngcontent-sc167="" class="container h-100"><div _ngcontent-sc167="" class="footer-row h-100"><div _ngcontent-sc167=""><ul _ngcontent-sc167="" class="footer-menu"><li _ngcontent-sc167="" class="f-label">WBG External Sites:</li><li _ngcontent-sc167=""><a _ngcontent-sc167="" target="_blank" rel="noopener" href="https://intranet.worldbank.org/">World Bank</a></li><li _ngcontent-sc167=""><a _ngcontent-sc167="" target="_blank" rel="noopener" href="https://miganet.prd.worldbank.org/">MIGA</a></li><li _ngcontent-sc167=""><a _ngcontent-sc167="" target="_blank" rel="noopener" href="http://www.ifc.org/">IFC</a></li><li _ngcontent-sc167=""><a _ngcontent-sc167="" target="_blank" rel="noopener" href="http://www.worldbank.org/icsid/">ICSID</a></li></ul></div><div _ngcontent-sc167=""><ul _ngcontent-sc167="" class="footer-menu contact"><li _ngcontent-sc167="">Emergency Contact Number (US) (202) 458-8888</li><li _ngcontent-sc167="">© 2022 The World Bank Group, All Rights Reserved</li></ul></div></div></div></footer></app-root> <app-inline-style></app-inline-style> <noscript>Please enable JavaScript to continue using this application.</noscript> <script src="runtime-es2015.80a9deebad0553df86a2.js" type="module"></script><script src="runtime-es5.80a9deebad0553df86a2.js" nomodule="" defer=""></script><script src="polyfills-es5.72df1f21741db9bb86d6.js" nomodule="" defer=""></script><script src="polyfills-es2015.d6cd2d0023afb61623b1.js" type="module"></script><script src="scripts.258f2d8973676aa13f02.js" defer=""></script><script src="vendor-es2015.2a8c6c0a623352e3fea3.js" type="module"></script><script src="vendor-es5.2a8c6c0a623352e3fea3.js" nomodule="" defer=""></script><script src="main-es2015.4131246c195b108cddbd.js" type="module"></script><script src="main-es5.4131246c195b108cddbd.js" nomodule="" defer=""></script> </body></html>