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Working for a World Free of Poverty" alt="The World Bank Working for a World Free of Poverty" src="https://microdata.worldbank.org/themes/nada52/images/logo-wb-header-en.svg" class="img-responsive"> </a> <strong><a class="nada-sitename" href="https://microdata.worldbank.org/index.php">Microdata Library</a></strong> </div> <button class="navbar-toggler navbar-toggler-right collapsed wb-navbar-button-toggler" type="button" data-toggle="collapse" data-target="#containerNavbar" aria-controls="containerNavbar" aria-expanded="false" aria-label="Toggle navigation"> <span class="navbar-toggler-icon"></span> </button> <!-- Start menus --> <!-- Start menus --> <div class="navbar-collapse collapse" id="containerNavbar" aria-expanded="false"> <ul class="navbar-nav ml-auto"> <li class="nav-item"> <a class="nav-link" href="https://microdata.worldbank.org/index.php/catalog">Data Catalog</a> </li> <li class="nav-item"> <a class="nav-link" 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font-size:80px; /*border:2px solid gainsboro;*/ padding:25px 32px; border-radius: 50% !important; background:white; color:#31b0d5; margin-bottom:25px; -moz-border-radius:99px; -webkit-border-radius:99px; } .icon-x i:hover{ background:#5bc0de; color:white; cursor:pointer; } .container-2 h5{ margin-bottom:0px; color:#31b0d5 } .latest-additions h3{font-size:1.5rem} /*.latest-additions h5{font-weight:normal;font-size:16px;}*/ .latest-additions{background:white; padding:15px;} .latest-additions .survey-row .survey-stats { font-size: 0.85rem; } .sub-text{ margin-top:25px; color:gray; font-size:1.2em; } .sub-text-collections{ margin-top:0px; } .card { border-radius: 1rem; box-shadow: 0px 2px 4px rgba(0, 0, 0, 0.1); } </style> <div class="text-center wb-library-search mb-2 py-2 pt-3"> <div class="home-page-search-container"> <h1 class="wb-library-search-title pt-5 pb-3">Microdata Library</h1> <div class="sub-text mt-3 mb-0">Search in <strong>5690</strong> datasets</div> <div class="row justify-content-center"> <div class="col-10 col-md-8 "> <form class="wb-search" method="get" action="https://microdata.worldbank.org/index.php/catalog"> <div class="row no-gutters align-items-center wb-controls-wrapper"> <!--end of col--> <div class="col"> <input type="hidden" name="sort_by" value="rank"> <input type="hidden" name="sort_order" value="desc"> <input class="form-control form-control-lg form-control-borderless" type="search" placeholder="Keywords..." name="sk"> </div> <!--end of col--> <div class="col-auto"> <button class="btn btn-lg btn-primary" type="submit">Search</button> </div> <!--end of col--> </div> </form> <div class="wb-library-search--browse my-3"> <a href="https://microdata.worldbank.org/index.php/catalog"><i class="fa fa-list"></i> Browse Catalog </a> </div> <div> </div> </div> <!--end of col--> </div> </div> </div> <!-- <div class="d-flex justify-content-center mb-5"> <div class="col-md-8 col-sm-12"> <div class="input-group shadow"> <input type="text" class="form-control" placeholder="Search 5690 surveys..." sxtyle="box-shadow:0 .125rem .25rem rgba(0,0,0,.075)!important"> <div class="input-group-append" style="margin-left:2px;"> <button class="btn btn-primary" type="button" xstyle="box-shadow:0 .125rem .25rem rgba(0,0,0,.075)!important;padding:10px;"> <i class="fa fa-search"></i> </button> </div> </div> <div style="color:gray;">3000 surveys, 1029238 variables, and 303940394 citations...</div> </div> </div> --> </div> <!-- featured collections --> <div class="container"> <div class="row"> <div class="col-md-12" style="padding-top:50px;padding-bottom:10px;"> <h1 class="text-center">Featured collections</h1> <div class="text-center sub-text sub-text-collections"> The Microdata Library is a collection of datasets from the World Bank and other international, regional and national organizations </div> </div> <div class="col-md-3"> <div class="card card-collection" style="margin-bottom:20px;margin-top:10px;"> <a href="https://microdata.worldbank.org/index.php/catalog/hfps"> <img src="https://microdata.worldbank.org/files/public/collections/hfpf-thumb.jpg" class="img-fluid xcard-img-top" style="height: 143px; width: 100%; display: block;"/> </a> <div class="card-body" > <h5 class="card-title"><a href="https://microdata.worldbank.org/index.php/catalog/hfps">High-Frequency Phone Surveys (HFPS)</a></h5> </div> </div> </div> <div class="col-md-3"> <div class="card card-collection" style="margin-bottom:20px;margin-top:10px;"> <a href="https://microdata.worldbank.org/index.php/catalog/global-findex"> <img src="https://microdata.worldbank.org/files/public/collections/findex-sm.jpg" class="img-fluid xcard-img-top" style="height: 143px; width: 100%; display: block;"/> </a> <div class="card-body" > <h5 class="card-title"><a href="https://microdata.worldbank.org/index.php/catalog/global-findex">Global Financial Inclusion (Global Findex) Database</a></h5> </div> </div> </div> <div class="col-md-3"> <div class="card card-collection" style="margin-bottom:20px;margin-top:10px;"> <a href="https://microdata.worldbank.org/index.php/catalog/lsms"> <img src="https://microdata.worldbank.org/files/public/collections/lsms-sm.jpg" class="img-fluid xcard-img-top" style="height: 143px; width: 100%; display: block;"/> </a> <div class="card-body" > <h5 class="card-title"><a href="https://microdata.worldbank.org/index.php/catalog/lsms">Living Standards Measurement Study (LSMS)</a></h5> </div> </div> </div> <div class="col-md-3"> <div class="card card-collection" style="margin-bottom:20px;margin-top:10px;"> <a href="https://microdata.worldbank.org/index.php/catalog/ipums"> <img src="https://microdata.worldbank.org/files/images/ipums-fp-031.png" class="img-fluid xcard-img-top" style="height: 143px; width: 100%; display: block;"/> </a> <div class="card-body" > <h5 class="card-title"><a href="https://microdata.worldbank.org/index.php/catalog/ipums">Integrated Public Use Microdata Series (IPUMS)</a></h5> </div> </div> </div> </div> </div> <!-- featured videos --> <div class="container my-5 wb-featured-collections"> <div class="col-md-12"> <h2 class="text-center mb-4">Featured resources for managing data</h2> </div> <div class="row"> <div class="col-sm-4"> <a href="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Metadata%20Standards-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Metadata%20Standards-AVS&videoserverurl=https://worldbank.scene7.com/is/content" data-url="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Metadata%20Standards-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Metadata%20Standards-AVS&videoserverurl=https://worldbank.scene7.com/is/content" data-title="Metadata standards" class="btn-video" > <div class="card card-collection h-100"> <img src="https://microdata.worldbank.org/images/thumbnail-metadata-standards.png" class="img-fluid" style="width:100%;"/> <div class="card-body"> <h5 class="card-title"><i class="fas fa-video"></i> Metadata standards</h5> </div> </div> </a> </div> <div class="col-sm-4"> <a href="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Measuring%20Disclosure%20Risk-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Measuring%20Disclosure%20Risk-AVS&videoserverurl=https://worldbank.scene7.com/is/content" data-url="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Measuring%20Disclosure%20Risk-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Measuring%20Disclosure%20Risk-AVS&videoserverurl=https://worldbank.scene7.com/is/content" data-title="Measuring disclosure risk for microdata" class="btn-video" > <div class="card card-collection h-100"> <img src="https://microdata.worldbank.org/images/thumbnail-disclosure.png" class="img-fluid" style="width:100%;"/> <div class="card-body"> <h5 class="card-title"><i class="fas fa-video"></i> Measuring disclosure risk for microdata</h5> </div> </div> </a> </div> <div class="col-sm-4"> <a href="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Anonymization%20Methods-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Anonymization%20Methods-AVS&videoserverurl=https://worldbank.scene7.com/is/content" data-url="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Anonymization%20Methods-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Anonymization%20Methods-AVS&videoserverurl=https://worldbank.scene7.com/is/content" data-title="Anonymization methods for microdata" class="btn-video" > <div class="card card-collection h-100"> <img src="https://microdata.worldbank.org/images/thumbnail-anonymization.png" class="img-fluid" style="width:100%;"/> <div class="card-body"> <h5 class="card-title"><i class="fas fa-video"></i> Anonymization methods for microdata</h5> </div> </div> </a> </div> </div> </div> <!-- Modal --> <div class="modal fade " id="videoModal" tabindex="-1" aria-labelledby="videoModalLabel" aria-hidden="true"> <div class="modal-dialog mw-100" style="height:100%"> <div class="modal-content container" style="height:95%"> <div class="modal-header"> <a href="#" class="btn btn-link" target="_blank"><h5><span class="modal-title" id="videoModalLabel">Modal title</span> <i class="fas fa-external-link-square-alt"></i> </h5> </a> <button type="button" class="close" data-dismiss="modal" aria-label="Close"> <span aria-hidden="true">&times;</span> </button> </div> <div class="modal-body"> <iframe style="width:100%;height:100%;" src="https://worldbank.scene7.com/s7viewers/html5/VideoViewer.html?asset=worldbankprod/Metadata%20Standards-AVS&config=/conf/global/settings/dam/dm/presets/viewer/WB-Player-with-Social-Sharing&serverUrl=https://worldbank.scene7.com/is/image/&contenturl=https://worldbank.scene7.com/is/content/&posterimage=worldbankprod/Metadata%20Standards-AVS&videoserverurl=https://worldbank.scene7.com/is/content'"></iframe> </div> </div> </div> </div> <script> $(document).ready(function(){ $('.btn-video').click(function(e){ e.preventDefault(); var url=$(this).attr('data-url'); var title=$(this).attr('data-title'); console.log(title, url) $('#videoModal').find('.modal-title').html(title); $('#videoModal').find('iframe').attr('src',url); $('#videoModal').find('.btn-link').attr('href',url); $('#videoModal').modal('show'); }); }); </script> <!-- end featured videos --> <!-- apis, knowledge base, terms of use --> <div class="container-fluid" style="margin-top:20px;padding-top:50px;padding-bottom:40px;background:#eceeef"> <div class="container container-2" > <div class="row justify-content-md-center"> <div class="col-md-3 text-center" > <a target="_blank" href="https://microdata.worldbank.org/api-documentation/catalog/index.html"> <div class="icon-x"> <i class="fas fa-cog"></i> </div> <h5>API</h5> <p>Search, browse and export metadata using our API</p> </a> </div> <div class="col-md-3 text-center" > <a href="https://microdata.worldbank.org/index.php/knowledge-base"> <div class="icon-x"><i class="fas fa-database"></i></div> <h5>Knowledge base</h5> <p>Find answers to common questions</p> </div> </a> <div class="col-md-3 text-center" > <a href="https://microdata.worldbank.org/index.php/terms-of-use"> <div class="icon-x"><i class="far fa-file-alt"></i></div> <h5>Terms of use</h5> <p>Find out how you can use microdata</p> </div> </a> </div> </div> </div> <div class="container-fluid" style="padding-top:30px;padding-bottom:40px;backgroundx:#eceeef;"> <div class="container" > <!-- featured publications --> <div class="row"> <div class="col-xs-12 col-sm-12 col-md-8 col-lg-8"> <div class="ui-tabs wb-tab-heading pt-4 pb-2 pr-4 pl-4 mb-4"> <style> .recent-studies-list-home h5 { margin-bottom:0px; } .survey-row{padding-bottom:0px;} .study-subtitle{ font-size:smaller; } .study-type-icon, .study-type-icon .fa-nada-icon { width:36px; } .survey-row{ padding:10px 5px; } </style> <h3>Latest additions</h3> <div class="survey-row recent-studies-list-home border-bottom"> <div class="row"> <div class="col-12 col-lg-12"> <div class="d-flex flex-row "> <div class="study-type-icon"> <i title="survey" class="fa fa-database fa-nada-icon wb-title-icon"></i> </div> <div> <h5><a href="https://microdata.worldbank.org/index.php/catalog/6410" title="General Household Survey, Panel 2023-2024" > <span class="study-title">General Household Survey, Panel 2023-2024 <div class="study-subtitle">Wave 5</div> </span> </a> </h5> <div> <span class="dataset-nation-year text-secondary text-small">Nigeria, 2023 - 2024</span> <div class="sub-title">National Bureau of Statistics (NBS)</div> <div class="survey-stats"> <span>Nov 21, 2024</span> </div> </div> </div> </div> </div> </div> </div> <div class="survey-row recent-studies-list-home border-bottom"> <div class="row"> <div class="col-12 col-lg-12"> <div class="d-flex flex-row "> <div class="study-type-icon"> <i title="survey" class="fa fa-database fa-nada-icon wb-title-icon"></i> </div> <div> <h5><a href="https://microdata.worldbank.org/index.php/catalog/6409" title="Longitudinal Socioeconomic Study of Refugees and Host Communities 2022-2023" > <span class="study-title">Longitudinal Socioeconomic Study of Refugees and Host Communities 2022-2023 <div class="study-subtitle">Wave 1</div> </span> </a> </h5> <div> <span class="dataset-nation-year text-secondary text-small">Kenya, 2022 - 2023</span> <div class="sub-title">Precious Zikhali, Nistha Sinha, Utz Pape, Theresa Beltramo, Edward Miguel</div> <div class="survey-stats"> <span>Nov 18, 2024</span> </div> </div> </div> </div> </div> </div> </div> <div class="survey-row recent-studies-list-home border-bottom"> <div class="row"> <div class="col-12 col-lg-12"> <div class="d-flex flex-row "> <div class="study-type-icon"> <i title="survey" class="fa fa-database fa-nada-icon wb-title-icon"></i> </div> <div> <h5><a href="https://microdata.worldbank.org/index.php/catalog/6408" title="Global Education Policy Dashboard 2020-2021" > <span class="study-title">Global Education Policy Dashboard 2020-2021 </span> </a> </h5> <div> <span class="dataset-nation-year text-secondary text-small">Ethiopia, 2020 - 2021</span> <div class="sub-title">Halsey Rogers, Sergio Venegas Marin, Reema Nayar, Marta Carnelli, Brian Stacy</div> <div class="survey-stats"> <span>Nov 13, 2024</span> </div> </div> </div> </div> </div> </div> </div> <div class="survey-row recent-studies-list-home border-bottom"> <div class="row"> <div class="col-12 col-lg-12"> <div class="d-flex flex-row "> <div class="study-type-icon"> <i title="survey" class="fa fa-database fa-nada-icon wb-title-icon"></i> </div> <div> <h5><a href="https://microdata.worldbank.org/index.php/catalog/6407" title="Global Education Policy Dashboard 2019" > <span class="study-title">Global Education Policy Dashboard 2019 </span> </a> </h5> <div> <span class="dataset-nation-year text-secondary text-small">Jordan, 2019 - 2020</span> <div class="sub-title">Halsey Rogers, Sergio Venegas Marin, Reema Nayar, Marta Carnelli, Brian Stacy</div> <div class="survey-stats"> <span>Nov 13, 2024</span> </div> </div> </div> </div> </div> </div> </div> <div class="survey-row recent-studies-list-home border-bottom"> <div class="row"> <div class="col-12 col-lg-12"> <div class="d-flex flex-row "> <div class="study-type-icon"> <i title="survey" class="fa fa-database fa-nada-icon wb-title-icon"></i> </div> <div> <h5><a href="https://microdata.worldbank.org/index.php/catalog/6406" title="Global Education Policy Dashboard 2019" > <span class="study-title">Global Education Policy Dashboard 2019 </span> </a> </h5> <div> <span class="dataset-nation-year text-secondary text-small">Peru, 2019</span> <div class="sub-title">Halsey Rogers, Sergio Venegas Marin, Reema Nayar, Marta Carnelli, Brian Stacy</div> <div class="survey-stats"> <span>Nov 13, 2024</span> </div> </div> </div> </div> </div> </div> </div> <p> <a href="https://microdata.worldbank.org/index.php/catalog/history" class="btn btn-link btn-sm float-left" >View more 禄</a> </p> </div> </div> <div class="col-md-4" > <div class="row "> <div class="col-md-12"> <div class="xcard" style="margin-bottom:15px;"> <div class="row no-gutters"> <div class="col-auto"> <img src="https://microdata.worldbank.org//images/quick-guide-data-archivist.gif" style="max-width:100px;border:1px solid gainsboro;" class="img-fluid mr-3" alt=""> </div> <div class="col"> <div class="card-block" style="margin-top:0px;padding-top:0px;"> <h5 class="card-title"><a href="https://www.ihsn.org/quick-reference-guide-for-data-archivists" target="_blank">Quick reference Guide for Data Archivists</a></h5> <p class="card-text">Formulation of microdata dissemination policies and protocols</p> </div> </div> </div> </div> <div class="xcard" style="margin-bottom:15px;"> <div class="row no-gutters"> <div class="col-auto"> <img src="https://microdata.worldbank.org//images/IHSNWP5.jpeg" style="max-width:100px;border:1px solid gainsboro;" class="img-fluid mr-3" alt=""> </div> <div class="col"> <div class="card-block" style="margin-top:0px;padding-top:0px;"> <h5 class="card-title"><a href="https://ihsn.org/dissemination-of-microdata-files" target="_blank">Dissemination of Microdata Files</a></h5> <p class="card-text">Formulation of microdata dissemination policies and protocols</p> </div> </div> </div> </div> <div class="xcard" style="margin-bottom:15px;"> <div class="row no-gutters"> <div class="col-auto"> <img src="https://microdata.worldbank.org//images/IHSNWP5.jpeg" style="max-width:100px;border:1px solid gainsboro;" class="img-fluid mr-3" alt=""> </div> <div class="col"> <div class="card-block" style="margin-top:0px;padding-top:0px;"> <h5 class="card-title"><a href="https://ihsn.org/principles-and-good-practice-for-preserving-data" target="_blank">Preserving Data</a></h5> <p class="card-text">Principles and standards of good practice as applied to data preservation.</p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <!-- page footer --> <footer> <!-- footer 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