CINXE.COM

DOS | SingStat Website - Search by Theme

<!DOCTYPE html> <!--[if lt IE 9]> <html class='lt-ie9 no-js' lang='en'> <![endif]--> <!--[if gte IE 9]><!--> <html class="no-js" lang="en"> <!--<![endif]--> <head><meta charset="utf-8" /><meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" /><title> DOS | SingStat Website - Search by Theme </title><meta name="viewport" content="width=device-width,initial-scale=1" /> <meta name="mobile-web-app-capable" content="yes" /> <meta name="apple-mobile-web-app-title" content="singstat.gov.sg"> <meta name="apple-mobile-web-app-status-bar-style" content="red"> <link rel="manifest" href="/manifest.json" /> <link rel="apple-touch-icon" href="/apple-touch-icon.png"><link rel="icon" type="image/x-icon" href="/favicon.ico" /><link rel="stylesheet" href="/assets/singstat/styles/main.css" /><link rel="preconnect" href="https://webchat.vica.gov.sg" /><link rel="preconnect" href="https://www.googletagmanager.com" /><link rel="preconnect" href="https://www.google-analytics.com" /><link rel="preconnect" href="https://assets.wogaa.sg" /><link rel="dns-prefetch" href="https://webchat.vica.gov.sg" /><link rel="dns-prefetch" href="https://www.googletagmanager.com" /><link rel="dns-prefetch" href="https://www.google-analytics.com" /><link rel="dns-prefetch" href="https://assets.wogaa.sg" /><script type="text/javascript" src="https://assets.wogaa.sg/scripts/wogaa.js"></script> <script> (function (i, s, o, g, r, a, m) { i['GoogleAnalyticsObject'] = r; i[r] = i[r] || function () { (i[r].q = i[r].q || []).push(arguments) }, i[r].l = 1 * new Date(); a = s.createElement(o), m = s.getElementsByTagName(o)[0]; a.async = 1; a.src = g; m.parentNode.insertBefore(a, m) })(window, document, 'script', '//www.google-analytics.com/analytics.js', 'ga'); ga('create', 'UA-38935355-1', 'auto'); ga('send', 'pageview'); </script> <!-- Google Tag Manager --> <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-KM7DT5F');</script> <!-- End Google Tag Manager --><style type="text/css"> #webchat-container a:-webkit-any-link{ color: -webkit-link; text-decoration: underline; } #webchat-container img[alt="Bot Launcher"] { width: 64px !important; height: 64px !important; } #webchat-container table:not(.plain) td { width: 100%; padding: 0px; } </style> <!-- Google tag (gtag.js) --> <script async src="https://www.googletagmanager.com/gtag/js?id=G-1MPBD4FM9Y"></script><script> window.dataLayer = window.dataLayer || []; function gtag() { dataLayer.push(arguments); } gtag('js', new Date()); if (typeof getCookie !== 'function') { function getCookie(name) { let cookies = document.cookie.split(';'); for (let cookie of cookies) { let [key, value] = cookie.trim().split('='); if (key === name) { return value; } } return null; } } let persona = getCookie('Persona') != null ? getCookie('Persona').toLowerCase() : 'N/A'; gtag('config', 'G-1MPBD4FM9Y', { 'persona_shared': persona });</script> <!-- Hotjar Tracking Code --> <script> (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q = h.hj.q || []).push(arguments)}; h._hjSettings={hjid:5276394,hjsv:6}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script'); r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'https://static.hotjar.com/c/hotjar-','.js?sv='); </script><meta name="description" content="Choose any of the following themes to access the relevant statistics, press releases, publications and references." /> <meta name="twitter:description" content="Choose any of the following themes to access the relevant statistics, press releases, publications and references." /> <meta name="twitter:card" content="Choose any of the following themes to access the relevant statistics, press releases, publications and references." /> <meta name="twitter:site" content="Base" /> <meta property="og:title" content="Search by Theme" /> <meta property="twitter:title" content="Search by Theme" /> <meta property="og:description" content="Choose any of the following themes to access the relevant statistics, press releases, publications and references." /> <meta property="og:url" content="http://www.singstat.gov.sg/find-data/search-by-theme?theme=households&amp;type=publications" /> <meta property="og:site_name" content="Base" /> <meta property="og:type" content="Website" /> <meta itemprop="name" content="Search by Theme" /> <meta itemprop="description" content="Choose any of the following themes to access the relevant statistics, press releases, publications and references." /> </head> <body onload="lateLoadChatFile();"> <!-- Google Tag Manager (noscript) --> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-KM7DT5F" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <!-- End Google Tag Manager (noscript) --> <a href="#main" class="skip-link visuallyhidden">Skip to main</a> <form method="post" action="/find-data/search-by-theme?theme=households&amp;type=publications" id="form1"> <div class="aspNetHidden"> <input type="hidden" name="__VIEWSTATE" id="__VIEWSTATE" value="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" /> </div> <div class="aspNetHidden"> <input type="hidden" name="__VIEWSTATEGENERATOR" id="__VIEWSTATEGENERATOR" value="7BEEAA00" /> <input type="hidden" name="__VIEWSTATEENCRYPTED" id="__VIEWSTATEENCRYPTED" value="" /> </div> <header id="header" class="header"> <div class="sgds-masthead"> <div class="container"> <div class="sgds-masthead__wrapper"> <a href="https://www.gov.sg/" class="sgds-masthead__main"><span class="sgds-icon-crest"></span><span>A Singapore Government Agency Website</span></a> <span class="sgds-masthead__toggle"><span>How to identify</span></span> <div class="font-resizer"> <button data-size="normal" class="js-resizer is-active"> <span class="visuallyhidden">Normal Font Size</span> <i class="icon icon-text-resize"></i> </button> <button data-size="big" class="js-resizer"> <span class="visuallyhidden">Big Font Size</span> <i class="icon icon-text-resize"></i> </button> <button data-size="bigger" class="js-resizer"> <span class="visuallyhidden">Bigger Font Size</span> <i class="icon icon-text-resize"></i> </button> </div> </div> </div> </div> <!-- DOSREVAMP-734 START--> <div class="sgds-masthead__content"> <div class="container"> <div class="banner-content"> <div class="banner-content__wrap"> <img src="/assets/singstat/masthead/img/government_building.svg" alt="Building" class="banner-icon"> <div class="banner-content-text-container"> <strong class="banner-content-title">Official website links end with .gov.sg</strong> <p> Government agencies communicate via <strong>.gov.sg</strong> websites<span class="d-block"> (e.g. go.gov.sg/open) . <a href="https://go.gov.sg/trusted-sites" target="_blank" rel="noreferrer" class="banner-content-text sgds-masthead-button-link sgds-masthead-button-text">Trusted websites <span class="icon-external-link"></span></a></span> </p> </div> </div> </div> <div class="banner-content"> <div class="banner-content__wrap"> <img src="/assets/singstat/masthead/img/lock.svg" alt="Lock" class="banner-icon"> <div class="banner-content-text-container"> <strong class="banner-content-title">Secure websites use HTTPS</strong> <p> Look for a <strong>lock</strong> (<img src="/assets/singstat/masthead/img/lock.svg" alt="Lock" class="inline-banner-icon">) or https:// as an added precaution. Share sensitive information only on official, secure websites. </p> </div> </div> </div> </div> </div> <!-- DOSREVAMP-734 END --> <div class="header__container"> <div class="header__main no-desktop"> <div class="container"> <a href="/" class="logo"> <img src="/assets/singstat/images/design/Singstat-New-Logo_v7.png" alt="Department of Statistics Singapore"> </a> </div> </div> <div class="nav"> <div class="container container--for-btn"> <div id="ctl16_HtmlNotification" class="notification" style="display: none;"> <button type="button" class="btn-notification js-notification"> <span class="visuallyhidden">Open notification</span> <i class="icon icon-notification"></i> </button> </div> <button type="button" class="btn-toggle-search js-toggle-search toggle-search-desktop desktop-only"> <span class="visuallyhidden">Toggle Search Menu</span> <i class="icon-search-dss"></i> </button> </div> <div class="container container--for-nav"> <div class="no-desktop"> <button class="mobile-menu js-mobile-menu"> <span class="visuallyhidden">Toggle mobile menu</span> <span class="line"></span> <span class="line"></span> <span class="line"></span> <span class="line"></span> </button> </div> <div class="nav-container"> <div class="header__search-bar mobile-search"> <label for="siteSearchMobile" class="visuallyhidden">Search</label> <script async="" src="https://cse.google.com/cse.js?cx=006524738387304832746:dcudfh9pcou"></script> <div data-resultsurl="/search-result" class="gcse-searchbox-only"></div> <button type="button" class="btn-search gcse-submit-button"><span class="visuallyhidden">Submit search</span><i class="icon-search-dss"></i></button> </div> <div id="navigation_0_DivCode"> <div class="main-nav"> <ul class="lvl1 desktop-only"> <li> <a href="/" class="logo"> <img loading="lazy" src="/assets/singstat/images/design/dos_logo.jpg" alt="Department of Statistics Singapore"> </a> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_0" class="nav__item" href="/whats-new">What's New</a> <div id="navigation_0_RptNavParentDesktop_NavChildren_0" class="megamenu"> <div class="container"> <div class="row"> <div class="col-md-3"> <div class="matchHeight"> <div class="nav__desc"> <h3> <span id="navigation_0_RptNavParentDesktop_LblNavTitle_0">What's New</span> </h3> <p> <span id="navigation_0_RptNavParentDesktop_LblNavDesc_0">Obtain latest news and data; View dates of upcoming data releases; Sign up for alerts on key releases; Check out the newsletter.</span> </p> </div> </div> </div> <div class ="col-md-6"> <ul> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_0"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_0" class="nav__item" href="/whats-new/advance-release-calendar">Advance Release Calendar</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_1"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_1" class="nav__item" href="/whats-new/latest-data">Latest Data</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_2"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_2" class="nav__item" href="/whats-new/latest-news">Latest News</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_3"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_3" class="nav__item" href="/whats-new/statistics-singapore-newsletter">Statistics Singapore Newsletter</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_4"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_4" class="nav__item" href="/whats-new/visualising-data">Visualising Data</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_5"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_5" class="nav__item" href="/whats-new/experimental-statistics">Experimental Statistics</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_6"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_6" class="nav__item" href="/whats-new/forum-letter-replies">Forum Letter Replies</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_NavChildDesktop_7"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_0_HypNavChildDesktop_7" class="nav__item" href="/whats-new/sign-up-for-alerts">Sign Up for Alerts</a> </li> </ul> </div> <div class="col-md-3"> <a id="navigation_0_RptNavParentDesktop_HypImageNavigation_0" class="quicklink" rel="noopener noreferrer" href="/whats-new/visualising-data" target="_self"> <div class="image-bg"> <img id="navigation_0_RptNavParentDesktop_ImgNavImage_0" loading="lazy" src="/-/media/images/promotional-banner/visualising_data3.ashx" alt="Latest News" /> <span class="text">Singstat TableBuilder</span> <span id="navigation_0_RptNavParentDesktop_LblImageText_0" class="text">Visualising Data</span> </div> </a> </div> </div> </div> </div> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_1" class="nav__item" href="/find-data">Find Data</a> <div id="navigation_0_RptNavParentDesktop_NavChildren_1" class="megamenu"> <div class="container"> <div class="row"> <div class="col-md-3"> <div class="matchHeight"> <div class="nav__desc"> <h3> <span id="navigation_0_RptNavParentDesktop_LblNavTitle_1">Find Data</span> </h3> <p> <span id="navigation_0_RptNavParentDesktop_LblNavDesc_1">Find Data Search for data by themes or A-Z</span> </p> </div> </div> </div> <div class ="col-md-6"> <ul> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_0" class="is-current"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_0" class="nav__item" href="/find-data/search-by-theme">Search by Theme</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_1"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_1" class="nav__item" href="/find-data/search-by-a-z">Search by A-Z</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_2"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_2" class="nav__item" href="/find-data/frequently-asked-questions">Frequently Asked Questions</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_3"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_3" class="nav__item" rel="nofollow noopener noreferrer" href="https://tablebuilder.singstat.gov.sg/" target="_blank">SingStat Table Builder</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_4"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_4" class="nav__item" href="/find-data/multi-dimensional-data-cubes">Multi-Dimensional Data Cubes</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_5"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_5" class="nav__item" href="/data-for-businesses" target="_self">Data for Businesses</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_6"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_6" class="nav__item" href="/students-corner" target="_self">Students' Corner</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_7"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_7" class="nav__item" href="/publications/reference/ebook" target="_self">eBook of Statistics</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_8"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_8" class="nav__item" href="/publications/reference/singapore-in-figures" target="_self">Singapore in Figures</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_9"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_9" class="nav__item" href="/find-data/sdg">Sustainable Development Goals</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_10"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_10" class="nav__item" href="/find-data/international-statistics">International Statistics</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_11"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_11" class="nav__item" href="/find-data/concepts-methods-and-applications">Concepts, Methods and Applications</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_12"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_12" class="nav__item" href="/find-data/glossaries">Glossaries</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_NavChildDesktop_13"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_1_HypNavChildDesktop_13" class="nav__item" href="/find-data/quizzes">Quizzes</a> </li> </ul> </div> <div class="col-md-3"> <a id="navigation_0_RptNavParentDesktop_HypImageNavigation_1" class="quicklink" rel="noopener noreferrer" href="/publications/reference/ebook" target="_self"> <div class="image-bg"> <img id="navigation_0_RptNavParentDesktop_ImgNavImage_1" loading="lazy" src="/-/media/images/home-publication/ebook.ashx" alt="Yearbook of Statistics Singapore 2018" /> <span class="text">Singstat TableBuilder</span> <span id="navigation_0_RptNavParentDesktop_LblImageText_1" class="text">eBook of Statistics</span> </div> </a> </div> </div> </div> </div> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_2" class="nav__item" href="/publications">Publications</a> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_3" class="nav__item" href="/our-services-tools-surveys">Our Services, Tools & Surveys</a> <div id="navigation_0_RptNavParentDesktop_NavChildren_3" class="megamenu"> <div class="container"> <div class="row"> <div class="col-md-3"> <div class="matchHeight"> <div class="nav__desc"> <h3> <span id="navigation_0_RptNavParentDesktop_LblNavTitle_3">Our Services, Tools & Surveys</span> </h3> <p> <span id="navigation_0_RptNavParentDesktop_LblNavDesc_3">View our suite of services and tools.</span> </p> </div> </div> </div> <div class ="col-md-6"> <ul> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_0"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_0" class="nav__item" rel="nofollow noopener noreferrer" href="http://tablebuilder.singstat.gov.sg" target="_blank">SingStat Table Builder</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_1"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_1" class="nav__item" href="/our-services-tools-surveys/singstat-mobile-app">SingStat Mobile App</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_2"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_2" class="nav__item" href="/our-services-tools-surveys/statistical-enquiries">Statistical Enquiries</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_3"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_3" class="nav__item" rel="nofollow noopener noreferrer" href="https://www.singstat.gov.sg/data-for-businesses#biztools" target="_self">Benchmark My Business Performance</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_4"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_4" class="nav__item" href="/standards/standards-and-classifications/ssoc/ssoc-search" target="_self">SSOC Search</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_5"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_5" class="nav__item" rel="nofollow noopener noreferrer" href="https://www.onemap.sg/main/v2/" target="_blank">Population Query</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_6"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_6" class="nav__item" href="/our-services-tools-surveys/introducing-the-singstat-data-services">SingStat Data Services</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_7"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_7" class="nav__item" href="/whats-new/sign-up-for-alerts" target="_self">Sign Up for Alerts</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_8"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_8" class="nav__item" href="/our-services-tools-surveys/amap">Anonymised Microdata Access Programme (AMAP)</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_9"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_9" class="nav__item" href="/hes/hes-2223" target="_self">Household Expenditure Survey</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_10"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_10" class="nav__item" rel="nofollow noopener noreferrer" href="https://www.biz-esurvey.singstat.gov.sg/IBSS/login.do?reqCode=goLogin" target="_blank">Business Survey</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_11"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_11" class="nav__item" rel="nofollow noopener noreferrer" href="https://ppi-esurvey.singstat.gov.sg/pi/login" target="_blank">Price Survey</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_12"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_12" class="nav__item" href="/our-services-tools-surveys/public-sector-surveys">Public Sector Surveys</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_13"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_13" class="nav__item" href="/our-services-tools-surveys/sampling-service-for-household-surveys">Sampling Service for Household Surveys</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_14"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_14" class="nav__item" href="/census-of-population" target="_self">Census of Population</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_NavChildDesktop_15"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_3_HypNavChildDesktop_15" class="nav__item" href="/our-services-tools-surveys/online-payment">Online Payment</a> </li> </ul> </div> <div class="col-md-3"> <a id="navigation_0_RptNavParentDesktop_HypImageNavigation_3" class="quicklink" rel="noopener noreferrer" href="/our-services-tools-surveys/introducing-the-singstat-data-services" target="_self"> <div class="image-bg"> <img id="navigation_0_RptNavParentDesktop_ImgNavImage_3" loading="lazy" src="/-/media/images/our-services-and-tools/data-services.ashx" alt="SingStat Data Services" /> <span class="text">Singstat TableBuilder</span> <span id="navigation_0_RptNavParentDesktop_LblImageText_3" class="text">Introducing the SingStat Data Services</span> </div> </a> </div> </div> </div> </div> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_4" class="nav__item" href="/standards">Standards</a> <div id="navigation_0_RptNavParentDesktop_NavChildren_4" class="megamenu"> <div class="container"> <div class="row"> <div class="col-md-3"> <div class="matchHeight"> <div class="nav__desc"> <h3> <span id="navigation_0_RptNavParentDesktop_LblNavTitle_4">Standards</span> </h3> <p> <span id="navigation_0_RptNavParentDesktop_LblNavDesc_4">Learn more about the statistical standards and classifications adopted by Singapore Department of Statistics, as well as other international classifications.</span> </p> </div> </div> </div> <div class ="col-md-6"> <ul> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_4_NavChildDesktop_0"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_4_HypNavChildDesktop_0" class="nav__item" href="/standards/data-dissemination-standard">Data Dissemination Standard</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_4_NavChildDesktop_1"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_4_HypNavChildDesktop_1" class="nav__item" href="/standards/standards-and-classifications">Standards and Classifications</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_4_NavChildDesktop_2"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_4_HypNavChildDesktop_2" class="nav__item" href="/standards/international-classifications">International Classifications</a> </li> </ul> </div> <div class="col-md-3"> <a id="navigation_0_RptNavParentDesktop_HypImageNavigation_4" class="quicklink" rel="noopener noreferrer" href="/standards/data-dissemination-standard/national-summary-page" target="_self"> <div class="image-bg"> <img id="navigation_0_RptNavParentDesktop_ImgNavImage_4" loading="lazy" src="/-/media/images/standards/istock-653288446.ashx" alt="STCCE" /> <span class="text">Singstat TableBuilder</span> <span id="navigation_0_RptNavParentDesktop_LblImageText_4" class="text">National Summary Page</span> </div> </a> </div> </div> </div> </div> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_5" class="nav__item" href="/who-we-are">Who We Are</a> <div id="navigation_0_RptNavParentDesktop_NavChildren_5" class="megamenu"> <div class="container"> <div class="row"> <div class="col-md-3"> <div class="matchHeight"> <div class="nav__desc"> <h3> <span id="navigation_0_RptNavParentDesktop_LblNavTitle_5">Who We Are</span> </h3> <p> <span id="navigation_0_RptNavParentDesktop_LblNavDesc_5"></span> </p> </div> </div> </div> <div class ="col-md-6"> <ul> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_0"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_0" class="nav__item" href="/who-we-are/vision-and-mission">Vision and Mission</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_1"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_1" class="nav__item" href="/who-we-are/guiding-principles">Guiding Principles</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_2"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_2" class="nav__item" href="/who-we-are/singapore-statistical-system">Singapore Statistical System</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_3"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_3" class="nav__item" href="/who-we-are/statistics-act">Statistics Act</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_4"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_4" class="nav__item" href="/who-we-are/data-stewardship-and-governance">DOS's Approach to Data Stewardship and Governance</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_5"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_5" class="nav__item" href="/who-we-are/what-we-do">What We Do</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_6"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_6" class="nav__item" href="/who-we-are/history">History</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_NavChildDesktop_7"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_5_HypNavChildDesktop_7" class="nav__item" href="/who-we-are/logo">Logo</a> </li> </ul> </div> <div class="col-md-3"> <a id="navigation_0_RptNavParentDesktop_HypImageNavigation_5" class="quicklink" rel="noopener noreferrer" href="/who-we-are/vision-and-mission" target="_self"> <div class="image-bg"> <img id="navigation_0_RptNavParentDesktop_ImgNavImage_5" loading="lazy" src="/-/media/images/about-us/mission-vission.ashx" alt="Our Vision Our Mission" /> <span class="text">Singstat TableBuilder</span> <span id="navigation_0_RptNavParentDesktop_LblImageText_5" class="text">Vision and Mission</span> </div> </a> </div> </div> </div> </div> </li> <li> <a id="navigation_0_RptNavParentDesktop_HypNavParentDesktop_6" class="nav__item" href="/careers">Careers</a> <div id="navigation_0_RptNavParentDesktop_NavChildren_6" class="megamenu"> <div class="container"> <div class="row"> <div class="col-md-3"> <div class="matchHeight"> <div class="nav__desc"> <h3> <span id="navigation_0_RptNavParentDesktop_LblNavTitle_6">Careers</span> </h3> <p> <span id="navigation_0_RptNavParentDesktop_LblNavDesc_6"></span> </p> </div> </div> </div> <div class ="col-md-6"> <ul> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_NavChildDesktop_0"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_HypNavChildDesktop_0" class="nav__item" href="/careers/build-your-career-at-dos">Build Your Career @ DOS</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_NavChildDesktop_1"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_HypNavChildDesktop_1" class="nav__item" href="/careers/life-at-dos">Life @ DOS</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_NavChildDesktop_2"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_HypNavChildDesktop_2" class="nav__item" href="/careers/career-opportunities">Career Opportunity</a> </li> <li id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_NavChildDesktop_3"> <a id="navigation_0_RptNavParentDesktop_RptNavChildDesktop_6_HypNavChildDesktop_3" class="nav__item" href="/careers/internship-opportunities">Internship @ DOS</a> </li> </ul> </div> <div class="col-md-3"> <a id="navigation_0_RptNavParentDesktop_HypImageNavigation_6" class="quicklink" rel="noopener noreferrer" href="/careers/career-opportunities" target="_self"> <div class="image-bg"> <img id="navigation_0_RptNavParentDesktop_ImgNavImage_6" loading="lazy" src="/-/media/images/career/careers-main-banner.ashx" alt="careers" /> <span class="text">Singstat TableBuilder</span> <span id="navigation_0_RptNavParentDesktop_LblImageText_6" class="text">Career Opportunities</span> </div> </a> </div> </div> </div> </div> </li> </ul> <ul class="lvl1 no-desktop"> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_0" class="is-parent"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_0" class="nav__item" href="/whats-new">What's New</a> <ul class="lvl2"> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_0"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_0" class="nav__item" href="/whats-new/advance-release-calendar">Advance Release Calendar</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_1"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_1" class="nav__item" href="/whats-new/latest-data">Latest Data</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_2" class="nav__item" href="/whats-new/latest-news">Latest News</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_3"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_3" class="nav__item" href="/whats-new/statistics-singapore-newsletter">Statistics Singapore Newsletter</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_4"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_4" class="nav__item" href="/whats-new/visualising-data">Visualising Data</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_5"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_5" class="nav__item" href="/whats-new/experimental-statistics">Experimental Statistics</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_6"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_6" class="nav__item" href="/whats-new/forum-letter-replies">Forum Letter Replies</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_NavChildNoDesktop_7"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_0_HypNavChildNoDesktop_7" class="nav__item" href="/whats-new/sign-up-for-alerts">Sign Up for Alerts</a> </li> </ul> </li> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_1" class="is-parent is-current"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_1" class="nav__item" href="/find-data">Find Data</a> <ul class="lvl2"> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_0" class="is-current"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_0" class="nav__item" href="/find-data/search-by-theme">Search by Theme</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_1"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_1" class="nav__item" href="/find-data/search-by-a-z">Search by A-Z</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_2" class="nav__item" href="/find-data/frequently-asked-questions">Frequently Asked Questions</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_3"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_3" class="nav__item" rel="nofollow noopener noreferrer" href="https://tablebuilder.singstat.gov.sg/" target="_blank">SingStat Table Builder</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_4"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_4" class="nav__item" href="/find-data/multi-dimensional-data-cubes">Multi-Dimensional Data Cubes</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_5"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_5" class="nav__item" href="/data-for-businesses" target="_self">Data for Businesses</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_6"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_6" class="nav__item" href="/students-corner" target="_self">Students' Corner</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_7"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_7" class="nav__item" href="/publications/reference/ebook" target="_self">eBook of Statistics</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_8"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_8" class="nav__item" href="/publications/reference/singapore-in-figures" target="_self">Singapore in Figures</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_9"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_9" class="nav__item" href="/find-data/sdg">Sustainable Development Goals</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_10"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_10" class="nav__item" href="/find-data/international-statistics">International Statistics</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_11"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_11" class="nav__item" href="/find-data/concepts-methods-and-applications">Concepts, Methods and Applications</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_12"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_12" class="nav__item" href="/find-data/glossaries">Glossaries</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_NavChildNoDesktop_13"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_1_HypNavChildNoDesktop_13" class="nav__item" href="/find-data/quizzes">Quizzes</a> </li> </ul> </li> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_2" class="nav__item" href="/publications">Publications</a> <ul class="lvl2"> </ul> </li> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_3" class="is-parent"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_3" class="nav__item" href="/our-services-tools-surveys">Our Services, Tools & Surveys</a> <ul class="lvl2"> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_0"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_0" class="nav__item" rel="nofollow noopener noreferrer" href="http://tablebuilder.singstat.gov.sg" target="_blank">SingStat Table Builder</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_1"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_1" class="nav__item" href="/our-services-tools-surveys/singstat-mobile-app">SingStat Mobile App</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_2" class="nav__item" href="/our-services-tools-surveys/statistical-enquiries">Statistical Enquiries</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_3"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_3" class="nav__item" rel="nofollow noopener noreferrer" href="https://www.singstat.gov.sg/data-for-businesses#biztools" target="_self">Benchmark My Business Performance</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_4"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_4" class="nav__item" href="/standards/standards-and-classifications/ssoc/ssoc-search" target="_self">SSOC Search</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_5"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_5" class="nav__item" rel="nofollow noopener noreferrer" href="https://www.onemap.sg/main/v2/" target="_blank">Population Query</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_6"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_6" class="nav__item" href="/our-services-tools-surveys/introducing-the-singstat-data-services">SingStat Data Services</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_7"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_7" class="nav__item" href="/whats-new/sign-up-for-alerts" target="_self">Sign Up for Alerts</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_8"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_8" class="nav__item" href="/our-services-tools-surveys/amap">Anonymised Microdata Access Programme (AMAP)</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_9"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_9" class="nav__item" href="/hes/hes-2223" target="_self">Household Expenditure Survey</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_10"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_10" class="nav__item" rel="nofollow noopener noreferrer" href="https://www.biz-esurvey.singstat.gov.sg/IBSS/login.do?reqCode=goLogin" target="_blank">Business Survey</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_11"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_11" class="nav__item" rel="nofollow noopener noreferrer" href="https://ppi-esurvey.singstat.gov.sg/pi/login" target="_blank">Price Survey</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_12"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_12" class="nav__item" href="/our-services-tools-surveys/public-sector-surveys">Public Sector Surveys</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_13"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_13" class="nav__item" href="/our-services-tools-surveys/sampling-service-for-household-surveys">Sampling Service for Household Surveys</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_14"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_14" class="nav__item" href="/census-of-population" target="_self">Census of Population</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_NavChildNoDesktop_15"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_3_HypNavChildNoDesktop_15" class="nav__item" href="/our-services-tools-surveys/online-payment">Online Payment</a> </li> </ul> </li> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_4" class="is-parent"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_4" class="nav__item" href="/standards">Standards</a> <ul class="lvl2"> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_4_NavChildNoDesktop_0"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_4_HypNavChildNoDesktop_0" class="nav__item" href="/standards/data-dissemination-standard">Data Dissemination Standard</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_4_NavChildNoDesktop_1"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_4_HypNavChildNoDesktop_1" class="nav__item" href="/standards/standards-and-classifications">Standards and Classifications</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_4_NavChildNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_4_HypNavChildNoDesktop_2" class="nav__item" href="/standards/international-classifications">International Classifications</a> </li> </ul> </li> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_5" class="is-parent"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_5" class="nav__item" href="/who-we-are">Who We Are</a> <ul class="lvl2"> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_0"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_0" class="nav__item" href="/who-we-are/vision-and-mission">Vision and Mission</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_1"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_1" class="nav__item" href="/who-we-are/guiding-principles">Guiding Principles</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_2" class="nav__item" href="/who-we-are/singapore-statistical-system">Singapore Statistical System</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_3"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_3" class="nav__item" href="/who-we-are/statistics-act">Statistics Act</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_4"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_4" class="nav__item" href="/who-we-are/data-stewardship-and-governance">DOS's Approach to Data Stewardship and Governance</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_5"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_5" class="nav__item" href="/who-we-are/what-we-do">What We Do</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_6"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_6" class="nav__item" href="/who-we-are/history">History</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_NavChildNoDesktop_7"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_5_HypNavChildNoDesktop_7" class="nav__item" href="/who-we-are/logo">Logo</a> </li> </ul> </li> <li id="navigation_0_RptNavParentNoDesktop_NavParentNoDesktop_6" class="is-parent"> <a id="navigation_0_RptNavParentNoDesktop_HypNavParentNoDesktop_6" class="nav__item" href="/careers">Careers</a> <ul class="lvl2"> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_NavChildNoDesktop_0"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_HypNavChildNoDesktop_0" class="nav__item" href="/careers/build-your-career-at-dos">Build Your Career @ DOS</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_NavChildNoDesktop_1"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_HypNavChildNoDesktop_1" class="nav__item" href="/careers/life-at-dos">Life @ DOS</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_NavChildNoDesktop_2"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_HypNavChildNoDesktop_2" class="nav__item" href="/careers/career-opportunities">Career Opportunity</a> </li> <li id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_NavChildNoDesktop_3"> <a id="navigation_0_RptNavParentNoDesktop_RptNavChildNoDesktop_6_HypNavChildNoDesktop_3" class="nav__item" href="/careers/internship-opportunities">Internship @ DOS</a> </li> </ul> </li> </ul> </div> </div> </div> </div> <div class="header__search-bar desktop-search desktop-only"> <div class="container"> <i class="icon-search-dss"></i> <label for="siteSearchDesktop" class="visuallyhidden">Search</label> <script async="" src="https://cse.google.com/cse.js?cx=006524738387304832746:dcudfh9pcou"></script> <div data-resultsurl="/search-result" class="gcse-searchbox-only"></div> <a class="btn btn--orange gcse-submit-button" href="#" target="_self"><span><span>Search</span></span> </a> </div> </div> </div> </div> </header> <main id="main" class="main"> <div class="breadcrumbs has-banner"> <div class="container"> <div id="breadcrumbs_0_DivCode"> <ol itemscope itemtype="https://schema.org/BreadcrumbList" class="breadcrumbs__list"> <li itemprop="itemListElement" itemscope itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a href="/" itemprop="item" class="breadcrumbs__link"><span itemprop="name" class="vh">Home</span><i class="icon icon-home"></i></a> </li> <li itemprop='itemListElement' itemscope itemtype="https://schema.org/ListItem" class="breadcrumbs__item"> <a id="breadcrumbs_0_RptBreadcrumbs_HypBreadcrumbs_0" class="breadcrumbs__link" itemprop="item" href="/find-data"> <span itemprop="name"> Find Data </span> </a> </li> <li itemprop='itemListElement' itemscope itemtype="https://schema.org/ListItem" class="breadcrumbs__item"> <a id="breadcrumbs_0_RptBreadcrumbs_HypBreadcrumbs_1" class="breadcrumbs__link is-active" itemprop="item" href="/find-data/search-by-theme"> <span itemprop="name"> Search by Theme </span> </a> </li> </ol> </div> </div> </div> <div class="banner"> <div class="banner search-by-theme"> <div class="image-bg"><img id="banner_0_ImgBanner" loading="lazy" src="/-/media/images/find-data/fun-2721225_640.ashx" alt="Search by Theme" /></div> <div class="container"> <div class="content"> <h1 class='page-title'> Search by Theme </h1> <p> Choose any of the following themes to access the relevant statistics, press releases, publications and references.</p> </div> <div class="listing-filter"> <div class="container"> <div class="listing-filter__wrap"> <div class="listing-filter__title"> <label class="filter-label">Select a Theme</label> </div> <div class="listing-filter__select"> <select multiple data-placeholder="All" data-endpoint="/api/themeList" data-pathname="/secondary-landing-page" class="filter--theme select-filter" aria-label="theme option"> <option value = "economy" >Economy & Prices</option> <option value = "industry" >Industry</option> <option value = "trade" >Trade & Investment</option> <option value = "population" >Population</option> <option value = "households" >Households</option> <option value = "society" >Society</option> <option value = "reference" >Reference</option> </select> </div> </div> <div class="listing-filter__wrap"> <div class="listing-filter__title"> <label class="filter-label">Select a Type</label> </div> <div class="listing-filter__select"> <select data-placeholder="All" data-endpoint="/api/themeList" data-pathname="/secondary-landing-page" class="filter--type select-filter" aria-label="type select"> <option value = "all" >All</option> <option value = "data" >Data & News</option> <option value = "publications" >Publications & Methodology</option> <option value = "visualising-data" >Visualising Data</option> </select> </div> </div> </div> </div> </div> </div> </div> <div id="main_0_DivCode"> <br /> </div> <div class="listing-area"> <!-- use the value of type filter as data-tab-[value] and put the tab parameter in the page as the value--> <div data-tab-data="latest-data" data-tab-visualising-data="visualising-data" data-tab-publications="publications" data-tab-methodology="methodology" class="listing-container"> <div class="loader"><img loading="lazy" src="/assets/singstat/images/design/loader.gif" alt="loader"></div> </div> <script id="doTListingItem" type="text/x-dot-template">{{~ it :item:index }} <div class="listing-items"> <div class="container"> <div class="{{= item.theme }} listing-items__wrap"> <div class="listing-items__img-wrap"> <div class="items__img"> <div class="image-container"><img loading="lazy" src="{{= item.image }}" alt="{{= item.theme }}"/></div> </div> <div class="items__title"><img loading="lazy" src="{{= item.icon_img }}" width="24px" height="24px" alt="{{= item.theme }}"> <p class="title">{{= item.title }}</p> <button type="button" data-open="Open accordion" data-close="Close accordion" class="btn-accordion__list js-toggle-accordion"><span class="vh">Close accordion</span><i class="icon icon-minus"></i></button> </div> </div> <div class="listing-items__list-wrap"> <div class="items-container"> {{? item.data }} {{~ item.data :idata:dIndex }}<a href="{{= idata.url }}" data-type="{{= idata.type}}" class="items-list"> <div class="items-list__link"><i class="icon icon-arrow-right"></i><span class="items-list__title">{{= idata.title }}</span><span class="items-list__desc">{{= idata.desc }}</span></div></a>{{~}} {{?}} </div> </div> </div> </div> </div>{{~}} </script> </div> <div class="backtotop__container"> <div class="backtotop__screen"> <button type="button" class="js-backtotop btn-backtotop"><i class="icon icon-arrow-top"></i><span class="vh">Back to top</span></button> </div> </div> </main> <footer id="footer" class="footer"> <div class="footer__main"> <div class="container"> <div id="footernavigation_0_DivCode" class="container"> <ul> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_0" class="nav__item" href="/whats-new">What's New</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_0" class="nav__item" href="/whats-new/advance-release-calendar">Advance Release Calendar</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_1" class="nav__item" href="/whats-new/latest-data">Latest Data</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_2" class="nav__item" href="/whats-new/latest-news">Latest News</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_3" class="nav__item" href="/whats-new/statistics-singapore-newsletter">Statistics Singapore Newsletter</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_4" class="nav__item" href="/whats-new/visualising-data">Visualising Data</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_5" class="nav__item" href="/whats-new/experimental-statistics">Experimental Statistics</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_6" class="nav__item" href="/whats-new/forum-letter-replies">Forum Letter Replies</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_0_HplNavChild_7" class="nav__item" href="/whats-new/sign-up-for-alerts">Sign Up for Alerts</a> </li> </ul> </li> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_1" class="nav__item" href="/find-data">Find Data</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_0" class="nav__item" href="/find-data/search-by-theme">Search by Theme</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_1" class="nav__item" href="/find-data/search-by-a-z">Search by A-Z</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_2" class="nav__item" href="/find-data/frequently-asked-questions">Frequently Asked Questions</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_3" class="nav__item" href="/find-data/singstat-table-builder">SingStat Table Builder</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_4" class="nav__item" href="/find-data/multi-dimensional-data-cubes">Multi-Dimensional Data Cubes</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_5" class="nav__item" href="/find-data/data-for-businesses">Data for Businesses</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_6" class="nav__item" href="/find-data/students-corner">Students' Corner</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_7" class="nav__item" href="/find-data/ebook-of-statistics">eBook of Statistics</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_8" class="nav__item" href="/find-data/singapore-in-figures">Singapore in Figures</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_9" class="nav__item" href="/find-data/sdg">Sustainable Development Goals</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_10" class="nav__item" href="/find-data/international-statistics">International Statistics</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_11" class="nav__item" href="/find-data/concepts-methods-and-applications">Concepts, Methods and Applications</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_12" class="nav__item" href="/find-data/glossaries">Glossaries</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_1_HplNavChild_13" class="nav__item" href="/find-data/quizzes">Quizzes</a> </li> </ul> </li> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_2" class="nav__item" href="/publications">Publications</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_0" class="nav__item" href="/publications/economy">Economy and Prices</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_1" class="nav__item" href="/publications/industry">Industry</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_2" class="nav__item" href="/publications/trade-and-investment">Trade and Investment</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_3" class="nav__item" href="/publications/population">Population</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_4" class="nav__item" href="/publications/households">Households</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_5" class="nav__item" href="/publications/society">Society</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_2_HplNavChild_6" class="nav__item" href="/publications/reference">Reference</a> </li> </ul> </li> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_3" class="nav__item" href="/our-services-tools-surveys">Our Services, Tools & Surveys</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_0" class="nav__item" href="/our-services-tools-surveys/singstat-tablebuilder">SingStat Table Builder</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_1" class="nav__item" href="/our-services-tools-surveys/singstat-mobile-app">SingStat Mobile App</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_2" class="nav__item" href="/our-services-tools-surveys/statistical-enquiries">Statistical Enquiries</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_3" class="nav__item" href="/our-services-tools-surveys/benchmark-my-business-performance">Benchmark My Business Performance</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_4" class="nav__item" href="/our-services-tools-surveys/ssoc-search">SSOC Search</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_5" class="nav__item" href="/our-services-tools-surveys/population-query">Population Query</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_6" class="nav__item" href="/our-services-tools-surveys/introducing-the-singstat-data-services">SingStat Data Services</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_7" class="nav__item" href="/our-services-tools-surveys/sign-up-for-alerts">Sign Up for Alerts</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_8" class="nav__item" href="/our-services-tools-surveys/amap">Anonymised Microdata Access Programme (AMAP)</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_9" class="nav__item" href="/our-services-tools-surveys/household-expenditure-survey-202223">Household Expenditure Survey</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_10" class="nav__item" href="/our-services-tools-surveys/business-survey">Business Survey</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_11" class="nav__item" href="/our-services-tools-surveys/price-survey">Price Survey</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_12" class="nav__item" href="/our-services-tools-surveys/public-sector-surveys">Public Sector Surveys</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_13" class="nav__item" href="/our-services-tools-surveys/sampling-service-for-household-surveys">Sampling Service for Household Surveys</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_14" class="nav__item" href="/our-services-tools-surveys/census-of-population-2020">Census of Population</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_3_HplNavChild_15" class="nav__item" href="/our-services-tools-surveys/online-payment">Online Payment</a> </li> </ul> </li> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_4" class="nav__item" href="/standards">Standards</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_4_HplNavChild_0" class="nav__item" href="/standards/data-dissemination-standard">Data Dissemination Standard</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_4_HplNavChild_1" class="nav__item" href="/standards/standards-and-classifications">Standards and Classifications</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_4_HplNavChild_2" class="nav__item" href="/standards/international-classifications">International Classifications</a> </li> </ul> </li> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_5" class="nav__item" href="/who-we-are">Who We Are</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_0" class="nav__item" href="/who-we-are/vision-and-mission">Vision and Mission</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_1" class="nav__item" href="/who-we-are/guiding-principles">Guiding Principles</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_2" class="nav__item" href="/who-we-are/singapore-statistical-system">Singapore Statistical System</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_3" class="nav__item" href="/who-we-are/statistics-act">Statistics Act</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_4" class="nav__item" href="/who-we-are/data-stewardship-and-governance">DOS's Approach to Data Stewardship and Governance</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_5" class="nav__item" href="/who-we-are/what-we-do">What We Do</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_6" class="nav__item" href="/who-we-are/history">History</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_5_HplNavChild_7" class="nav__item" href="/who-we-are/logo">Logo</a> </li> </ul> </li> <li class="footer__nav-item"> <a id="footernavigation_0_RptNavParent_HypNavParent_6" class="nav__item" href="/careers">Careers</a> <ul> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_6_HplNavChild_0" class="nav__item" href="/careers/build-your-career-at-dos">Build Your Career @ DOS</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_6_HplNavChild_1" class="nav__item" href="/careers/life-at-dos">Life @ DOS</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_6_HplNavChild_2" class="nav__item" href="/careers/career-opportunities">Career Opportunity</a> </li> <li> <a id="footernavigation_0_RptNavParent_RptNavChildren_6_HplNavChild_3" class="nav__item" href="/careers/internship-opportunities">Internship @ DOS</a> </li> </ul> </li> </ul> </div> </div> </div> <div class="footer__middle"> <div class="container"> <div class="footer__middle__wrapper"> <div class="adobe-download"> <a href="http://get.adobe.com/uk/reader/" target="_blank" rel="noopener" aria-label="label-adobe"> <img alt="visualising data" src="/-/media/images/adobe-download/adobe_reader.ashx"></a> <a href="https://products.office.com/en-sg/office-online/documents-spreadsheets-presentations-office-online" target="_blank" rel="noopener" aria-label="label-office"><img alt="excel" src="/-/media/images/adobe-download/excel_viewer.ashx?h=33&amp;w=112" style="width: 112px; height: 33px;"></a> </div> <div class="social-footer"> <div class="social-footer__link"> <ul> <li><a href="/contact-us" aria-label="Contact Us">Contact Us</a></li> <li><a rel="noopener noreferrer" href="https://form.gov.sg/636851c4e097ce00112046e5" aria-label="Feedback" target="_blank">Feedback</a></li> <li><a href="/find-data/frequently-asked-questions" aria-label="FAQ">FAQ</a></li> </ul> </div> <div class="social-footer__media"> <ul> <li style="padding: 0;"><a rel="noopener noreferrer" href="https://t.me/SingStat" target="_blank" aria-label="fb-label" style="width: 48px;height: 48px;text-align: center;display: inline-block;"><em class="icon icon-telegram"></em></a></li> <li style="padding: 0;"><a rel="noopener noreferrer" href="https://www.instagram.com/singstat_dos/" target="_blank" aria-label="fb-label" style="width: 48px;height: 48px;text-align: center;display: inline-block;"><em class="icon icon-instagram" style="font-size:14px !important;"></em></a> </li> <li style="padding: 0;"><a rel="noopener noreferrer" href="https://www.youtube.com/user/SingStatvideo" target="_blank" aria-label="fb-label" style="width: 48px;height: 48px;text-align: center;display: inline-block;"><em class="icon icon-youtube"></em></a></li> <li style="padding: 0;"><a rel="noopener noreferrer" href="https://www.linkedin.com/company/sg-department-of-statistics/" target="_blank" aria-label="fb-label" style="width: 48px;height: 48px;text-align: center;display: inline-block;"><em class="icon icon-linkedin"></em></a></li> </ul> </div> </div> </div> <div class="footer__middle__wrapper"> <div class="social-footer"> <div class="social-footer__media"> Best viewed using Google Chrome 131, Microsoft Edge 131, Mozilla Firefox 132 and Safari 18 </div> </div> </div> </div> </div> <div class="footer__bottom"> <div class="container"> <div class="row"> <div class="col-12"> <div class="footer__links"> <a href="https://www.tech.gov.sg/report_vulnerability" target="_blank" rel="noopener" aria-label="Report Vulnerabilities">Report Vulnerabilities <em class="icon icon-external-link"></em> </a> <a href="/privacy-statement">Privacy Statement</a> <a href="/terms-of-use">Terms of Use</a> <a href="/sitemap">Sitemap</a> </div> </div> <div class="col-12"> <div id="lastupdate_0_DivCode"> <p class="last-update"> <span>&copy; 2025 Government of Singapore</span> <span>Last Updated: 28 Nov 2024</span> </p> </div> </div> </div> </div> </div> </footer> <div class="global-share-widget"> <div class="helpdesk disabled"></div> </div> </form> <div id="webchat" app-id="dos-ask-singstat" app-name="Ask SingStat" app-color="#0C2D80" app-icon="https://www.singstat.gov.sg/-/media/images/VICA/avatar" app-base-font-size="16" app-auto-launch="false" app-foreground-color1="white" app-background-color2="white" app-foreground-color-2="#2e2e2e" app-canvas-background-color="#F2F2F2" app-button-border-color="#E0E0E0" app-quick-reply-button-background-color="#fafdfd" app-font-family="Lato" app-bot-response-trigger-event="true" app-enable-auto-complete="true" app-auto-complete-background-color="#D1D4DC" app-auto-complete-divider-color="#002395" app-auto-complete-hover-color="#C1C8D7" app-enable-recommendations="true" app-recommendations-background-color="#D1D4DC" app-recommendations-hover-color="#C1C8D7" app-position-right="34" app-position-bottom="80"> </div> <script src="/assets/singstat/scripts/main.js"></script> <script src="/assets/singstat/custom/scripts/trackdownload.js"></script> <div id="bottomscript_0_DivScript"> <script src="/assets/singstat/scripts/searchscript.js" type="text/javascript" defer></script> </div> <script>function lateLoadChatFile() { setTimeout(() => { const bodyTag = document.getElementsByTagName("body")[0]; // Create link element to import chat.css file and append it on the body element let linkTag = document.createElement("link"); linkTag.href = "https://webchat.vica.gov.sg/static/css/chat.css"; linkTag.type = "text/css"; linkTag.rel = "stylesheet"; linkTag.referrerPolicy = "origin"; bodyTag.appendChild(linkTag); // Create script element to import chat.js file and append it on the body element let scriptTag = document.createElement("script"); scriptTag.src = "https://webchat.vica.gov.sg/static/js/chat.js"; scriptTag.type = "text/javascript"; scriptTag.referrerPolicy = "origin"; scriptTag.defer = true; bodyTag.appendChild(scriptTag); }, 2000); } lateLoadChatFile();</script> </body> </html>

Pages: 1 2 3 4 5 6 7 8 9 10