Fostering a thriving pets ecosystem

<!DOCTYPE html>     <html class="no-js" lang="en">  <head> <meta charset="utf-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge" /> <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=5" /> <title>Fostering a thriving pets ecosystem | The ODI</title> <meta name="description" content="In this report, we take a look at three applications of different types of PETs and look into the factors that helped make them a success. Specifically, we look into an application of differentially private synthetic data, a trusted research environment and multiparty computation." /> <meta property="og:title" content="Fostering a thriving pets ecosystem" /> <meta property="og:description" content="In this report, we take a look at three applications of different types of PETs and look into the factors that helped make them a success. Specifically, we look into an application of differentially private synthetic data, a trusted research environment and multiparty computation."> <meta property="og:site_name" content="The ODI"> <meta property="og:type" content="website"> <meta property="og:url" content="https://theodi.org/insights/reports/fostering-a-thriving-pets-ecosystem/"> <meta property="og:image" content="https://theodi.cdn.ngo/media/images/869245359_csRuyGj.2e16d0ba.fill-1200x630.png" /> <meta property="og:image:width" content="1200" /> <meta property="og:image:height" content="630" /> <meta property="og:image:type" content="image/jpeg"> <meta property="og:image:url" content="https://theodi.cdn.ngo/media/images/869245359_csRuyGj.2e16d0ba.fill-1200x630.png" /> <meta property="og:image:secure_url" content="https://theodi.cdn.ngo/media/images/869245359_csRuyGj.2e16d0ba.fill-1200x630.png" /> <meta name="twitter:title" content="Fostering a thriving pets ecosystem" /> <meta name="twitter:description" content="In this report, we take a look at three applications of different types of PETs and look into the factors that helped make them a success. Specifically, we look into an application of differentially private synthetic data, a trusted research environment and multiparty computation." /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:site" content="https://theodi.org/insights/reports/fostering-a-thriving-pets-ecosystem/" /><meta name="twitter:creator" content="https://twitter.com/ODIHQ" /> <meta name="twitter:image:src" content="https://theodi.cdn.ngo/media/images/869245359_csRuyGj.2e16d0ba.fill-1200x630.png" /> <meta name="twitter:image:width" content="1200" /> <meta name="twitter:image:height" content="630" /> <link rel="shortcut icon" href="/static/images/favicons/favicon.e3498a0650a3.ico"> <link rel="apple-touch-icon" sizes="180x180" href="/static/images/favicons/apple-touch-icon.b553c230ad47.png"> <link rel="icon" type="image/png" href="/static/images/favicons/favicon-32x32.b86927dc25c1.png" sizes="32x32"> <link rel="icon" type="image/png" href="/static/images/favicons/favicon-16x16.4992b7d88245.png" sizes="16x16"> <link rel="manifest" href="/static/images/favicons/site.b9aa277fcfc3.webmanifest"> <link rel="mask-icon" href="/static/images/favicons/safari-pinned-tab.b7273d073195.svg" color="#312783"> <meta name="apple-mobile-web-app-title" content="The ODI"> <meta name="application-name" content="The ODI"> <meta name="msapplication-TileColor" content="#ffffff"> <meta name="msapplication-config" content="/static/images/favicons/browserconfig.a493ba0aa0b8.xml"> <meta name="theme-color" content="#ffffff"> <script> window.dataLayer = window.dataLayer || []; </script>  <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-W9RNZ2M');</script>  <link rel="stylesheet" type="text/css" href="/static/css/main.min.32d34d05db06.css"><meta name="csrf-token" content="pUzymW06bglCrLAI5cIUggLNifEjn1p8uMqwuC0qE0Q2eEh0mFHimQhmA3rZVNSV"> </head> <body class="article"> <div class="cookies-banner"> <div class="contained-width"> <form class="cookies-banner__form"> <p>We use necessary cookies that allow our site to work. We also set optional cookies that help us improve our website.</p> <p>For more information about the types of cookies we use, and to manage your preferences, <a aria-label="learn more about cookies" role="button" tabindex="0" class="cc-link" href="/cookies/" rel="noopener noreferrer nofollow" target="_blank">visit our Cookies policy here.</a></p> <div class="cookies-banner__options"> <a href="/cookies/?ret=/insights/reports/fostering-a-thriving-pets-ecosystem/" class="cookies-banner__link">Cookie settings</a> <button class="btn cookies-banner__button" type="submit">Accept all cookies</button> </div> </form> </div> </div> <nav role="navigation" class="navigation" id="PrimaryNav"> <div class="navigation__items-wrapper contained-width"> <a href="/" aria-label="Go to home page" class="navigation__home-link"> <span class="odi-logo"><svg viewBox="0 0 77.1 32.3" preserveAspectRatio="xMinYMin" xml:space="preserve"> <path d="M77 .4v31.5H62V21.4c-2 6.5-8 10.5-15.8 10.5H32.1V21.5c-2.2 6.2-8.3 10.7-15.4 10.7C7.6 32.2.3 25 .3 16.2S7.6.2 16.7.2c7.1 0 13.2 4.5 15.4 10.7V.4h14.1C54 .4 60 4.4 62 10.9V.4h15z"></path> </svg> <svg viewBox="0 0 77.1 32.3" preserveAspectRatio="xMinYMin" xml:space="preserve"> <path d="M32.4 17.3c-.1 0-.3.1-.4.1-.1 0-.3.1-.4.1-.2 0-.3 0-.5.1-.2 0-.3.1-.4.1s-.3.1-.4.2-.2.2-.2.3c-.1.1-.1.3-.1.5s0 .3.1.5.2.2.3.3c.1.1.2.1.4.1h.4c.4 0 .7-.1.9-.2.2-.1.4-.3.5-.5s.2-.4.2-.6V17c-.1.2-.2.3-.4.3zm-3.8-2.8c.2-.3.4-.6.8-.8.3-.2.7-.3 1.1-.4.4-.1.8-.1 1.2-.1s.7 0 1.1.1c.4.1.7.2 1 .3.3.2.5.4.7.6.2.3.3.6.3 1.1v3.8c0 .3 0 .7.1 1 0 .3.1.5.2.7h-2c0-.1-.1-.2-.1-.4 0-.1 0-.2-.1-.4-.3.3-.7.6-1.1.7s-.8.2-1.3.2c-.3 0-.7 0-.9-.1-.3-.1-.6-.2-.8-.4-.2-.2-.4-.4-.5-.7-.1-.3-.2-.6-.2-1s.1-.8.2-1c.1-.3.3-.5.6-.6.2-.2.5-.3.8-.4s.6-.1.9-.2c.3 0 .6-.1.9-.1s.5-.1.8-.1.4-.1.5-.2.2-.3.2-.5 0-.4-.1-.5l-.3-.3s-.2-.1-.4-.1h-.5c-.4 0-.7.1-.9.3s-.3.5-.4.9h-1.9c-.2-.7-.1-1.1.1-1.4zm-1.4-1.1v1.4h-1.4v3.7c0 .3.1.6.2.7s.3.2.7.2h.6V21c-.2 0-.3 0-.6.1h-.6c-.3 0-.6 0-.9-.1s-.5-.1-.7-.3c-.2-.1-.4-.3-.5-.5s-.2-.5-.2-.9v-4.4h-1.2v-1.4h1.2v-2.2h1.9v2.2l1.5-.1zm-7.5 3.9c-.1 0-.3.1-.4.1s-.3.1-.4.1c-.2 0-.3 0-.5.1-.2 0-.3.1-.4.1s-.3.1-.4.2l-.3.3c-.1.1-.1.3-.1.5s0 .3.1.5.2.2.3.3c.1.1.2.1.4.1h.4c.4 0 .7-.1.9-.2.2-.1.4-.3.5-.5s.2-.4.2-.6V17c-.1.2-.2.3-.3.3zm-3.8-2.8c.2-.3.5-.6.8-.8s.7-.3 1.1-.4c.4-.1.8-.1 1.2-.1.3 0 .7 0 1.1.1s.7.2 1 .3c.3.2.5.4.7.6.2.3.3.6.3 1.1v3.8c0 .3 0 .7.1 1 0 .3.1.5.2.7h-2c0-.1-.1-.2-.1-.4V20c-.3.3-.7.6-1.1.7s-.9.2-1.3.2c-.3 0-.7 0-.9-.1-.3-.1-.6-.2-.8-.4-.2-.2-.4-.4-.5-.7-.1-.3-.2-.6-.2-1s.1-.8.2-1c.2-.3.3-.5.6-.6.2-.2.5-.3.8-.4s.6-.1.9-.2c.3 0 .6-.1.9-.1s.5-.1.8-.1c.2-.1.4-.1.5-.2s.2-.3.2-.5 0-.4-.1-.5l-.3-.3c-.1-.1-.2-.1-.4-.1h-.5c-.4 0-.7.1-.9.3-.2.2-.3.5-.4.9h-1.9c-.3-.7-.2-1.1 0-1.4zm-3.7 5.3c-.2.4-.5.7-.9.9-.3.2-.7.3-1.2.3s-1-.1-1.4-.3c-.4-.2-.7-.5-1-.9s-.5-.8-.6-1.3c-.1-.5-.2-1-.2-1.5s.1-1 .2-1.4c.1-.5.3-.9.6-1.2.3-.4.6-.6 1-.9.4-.2.8-.3 1.4-.3.4 0 .8.1 1.2.3s.7.5.9.8v-3.7h1.9v10.2h-1.8l-.1-1zm0-3.6c-.1-.3-.2-.5-.3-.7s-.3-.4-.5-.5-.5-.2-.8-.2-.6.1-.8.2c-.2.1-.4.3-.5.5s-.2.5-.3.8c-.1.3-.1.6-.1.9s0 .6.1.9.2.5.3.8c.1.2.3.4.5.5s.5.2.8.2.6-.1.8-.2.4-.3.5-.5.2-.5.3-.8.1-.6.1-.9-.1-.7-.1-1z"></path> <path d="M6.9 32h2v-6.8h-2V32zm0-7.9h2v-1.5h-2v1.5zm48.2 6.3c-.3-.3-.5-.7-.5-1.3h5.1c0-.5 0-1-.1-1.5s-.3-.9-.6-1.3-.6-.7-1.1-.9c-.4-.2-1-.3-1.6-.3-.5 0-1 .1-1.5.3-.4.2-.8.4-1.1.8-.3.3-.6.7-.7 1.1s-.3.9-.3 1.4.1 1 .3 1.5.4.8.7 1.1c.3.3.7.6 1.1.7.4.1 1 .3 1.5.3.8 0 1.5-.2 2.1-.5.6-.4 1-.9 1.3-1.8H58c-.1.2-.2.4-.5.6s-.6.3-1 .3c-.7-.1-1.1-.2-1.4-.5zm2.2-3.6c.2.2.4.6.5 1.1h-3.2c0-.1 0-.3.1-.5s.1-.3.3-.5c.1-.1.3-.3.5-.4s.5-.1.8-.1c.4 0 .7.1 1 .4zm-6.8-1.6v-2h-2v2h-1.2v1.3h1.2v4c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.2.6.1.9.1H52v-1.5h-.6c-.3 0-.6 0-.7-.2-.1-.1-.2-.3-.2-.6v-3.4h1.4v-1.3l-1.4.1zM46.1 32v-6.8h-2v3.6c0 .7-.1 1.2-.4 1.5-.2.3-.6.5-1.2.5-.5 0-.8-.1-1-.4s-.3-.7-.3-1.3v-3.8h-2v4.2c0 .4 0 .8.1 1.2.1.3.2.6.4.9.2.2.4.4.8.6.3.1.8.2 1.3.2.4 0 .8-.1 1.2-.3.4-.2.7-.5 1-.9v1l2.1-.2zM37 25.2v-2h-2v2h-1.2v1.3H35v4c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.2.6.1.9.1h1.2v-1.5h-.6c-.3 0-.6 0-.7-.2-.2-.1-.2-.3-.2-.6v-3.4h1.4v-1.3l-1.4.1zM30.9 32h1.9v-6.8h-2l.1 6.8zm0-7.9h1.9v-1.5h-2l.1 1.5zm-2.7 1.1v-2h-2v2H25v1.3h1.2v4c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.2c.3 0 .6.1.9.1h1.2v-1.5h-.6c-.3 0-.6 0-.7-.2-.1-.1-.2-.3-.2-.6v-3.4h1.4v-1.3l-1.4.1zm-8.3 5.1c-.1-.1-.1-.3-.1-.5H18c0 .5.1.8.3 1.1.2.3.4.5.8.7.3.2.7.3 1.1.4s.8.1 1.2.1c.4 0 .8 0 1.2-.1.4-.1.7-.2 1-.4.3-.2.6-.4.7-.7.2-.3.3-.7.3-1.1 0-.3-.1-.6-.2-.8-.1-.2-.3-.4-.5-.5s-.5-.3-.7-.4c-.3-.1-.6-.2-.8-.2-.3-.1-.6-.1-.8-.2-.3-.1-.5-.1-.7-.2s-.4-.2-.5-.3c-.1-.1-.2-.2-.2-.4 0-.1 0-.3.1-.3.1-.1.2-.1.3-.2.1 0 .2-.1.3-.1h.4c.3 0 .7.1.9.2.3.1.4.4.4.7h1.9c0-.4-.2-.8-.3-1-.2-.3-.4-.5-.7-.7-.3-.2-.6-.3-1-.4h-1.3s-.8 0-1.1.1c-.4.1-.7.2-1 .3-.3.2-.5.4-.7.7s-.3.6-.3 1.1c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.3c.3.1.6.2.8.2.7.1 1.2.3 1.6.4s.6.4.6.6 0 .3-.1.4l-.3.3c-.1.1-.3.1-.4.1h-.4c-.2 0-.4 0-.6-.1-.2 0-.3-.1-.5-.2-.1.1-.2 0-.3-.2zm-9.6-5.1V32h2v-3.6c0-.7.1-1.2.3-1.5s.6-.5 1.2-.5c.5 0 .8.1 1 .4s.3.7.3 1.3V32H17v-4.2c0-.4 0-.8-.1-1.2-.1-.3-.2-.6-.4-.9-.2-.2-.5-.4-.8-.6-.3-.1-.8-.2-1.3-.2-.4 0-.8.1-1.2.3-.4.2-.7.5-1 .9v-1l-1.9.1z"></path> <path d="M34.1.4v1c.3-.4.6-.8 1-1s.8-.3 1.2-.3c.5 0 1 .1 1.3.2s.6.4.8.6c.2.3.3.6.4 1s.1.8.1 1.3v4.6h-2V3.7c0-.6-.1-1.1-.3-1.4s-.5-.5-1-.5-.9.2-1.2.5c-.2.3-.4.9-.4 1.7v4h-2V.4h2.1zm-7.8 5.7c.3.3.7.5 1.3.5.4 0 .7-.1 1-.3.3-.2.5-.4.5-.7h1.7c-.3.9-.7 1.6-1.3 1.9-.6.4-1.3.6-2.1.6-.6 0-1.1-.1-1.5-.3-.5-.2-.8-.5-1.2-.8-.3-.3-.6-.8-.7-1.3-.2-.5-.3-1-.3-1.6s.1-1.1.3-1.6c.2-.5.4-.9.8-1.3.3-.4.7-.6 1.2-.8s.9-.3 1.5-.3 1.1.1 1.6.4c.5.2.8.6 1.1 1 .3.4.5.9.6 1.4.2.6.2 1.1.2 1.7h-5.2c0 .7.2 1.2.5 1.5zm2.2-4c-.2-.3-.6-.4-1.1-.4-.3 0-.6.1-.8.2-.2.1-.4.2-.5.4s-.2.3-.3.5c-.1.2-.1.4-.1.5H29c-.1-.5-.2-.9-.5-1.2zM17.4.4v1c.2-.4.5-.7.9-.9s.8-.3 1.2-.3c.6 0 1.1.1 1.5.3s.8.5 1 .9c.3.4.5.8.6 1.3s.2 1 .2 1.5-.1 1-.2 1.5-.3.9-.6 1.2c-.3.4-.6.6-1 .9-.4.2-.9.3-1.4.3-.4 0-.9-.1-1.2-.3-.4-.2-.7-.5-.9-.8v3.6h-2V.4h1.9zm2.6 6c.2-.1.4-.3.5-.5s.2-.5.3-.8c.1-.3.1-.6.1-.9 0-.3 0-.6-.1-.9s-.2-.6-.3-.8c-.1-.2-.3-.4-.5-.6-.2-.1-.5-.2-.8-.2s-.6.1-.8.2c-.2.1-.4.3-.5.5-.1.2-.2.5-.3.8-.1.3-.1.6-.1.9 0 .3 0 .6.1.9s.2.5.3.8c.1.2.3.4.5.5s.5.2.8.2c.3.1.6 0 .8-.1zM7.2 2.5c.2-.5.4-.9.7-1.2.3-.3.7-.6 1.2-.8s1-.3 1.5-.3 1.1.1 1.5.3c.5.2.8.5 1.2.8.3.3.6.8.8 1.3s.3 1 .3 1.6-.1 1.1-.3 1.6-.4.9-.7 1.2-.7.6-1.2.8-1 .3-1.5.3-1.1-.1-1.6-.3c-.4-.2-.8-.4-1.1-.8-.4-.3-.6-.7-.8-1.2-.2-.5-.3-1.1-.3-1.7S7 3 7.2 2.5zM9 5c0 .3.1.6.3.8.1.2.3.4.5.6s.5.2.8.2.6-.1.8-.2c.3-.2.5-.4.6-.6s.2-.5.3-.8.1-.6.1-.9c0-.3 0-.6-.1-.9s-.2-.5-.3-.8c-.1-.2-.3-.4-.5-.5s-.5-.2-.8-.2-.6.1-.8.2c-.3.2-.5.3-.6.6-.1.2-.2.4-.3.7 0 .3-.1.6-.1.9 0 .3.1.6.1.9z"></path> </svg></span> </a> <a href="#main" class="skip-link">Skip to content</a> <ul class="navigation__level-one" tabindex="-1"> <li> <button class="navigation__level-one-btn" aria-expanded="false" aria-controls="submenu-1"> About us <svg width="9" height="6" viewBox="0 0 9 6" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8 1L4.5 4.5L1 1" stroke="#E2E6E9" stroke-width="1.53184"/> </svg> </button> <div class="navigation__level-two" id="submenu-1"> <div class="navigation__level-two-layout contained-width"> <div class="navigation__level-two-blurb desktop-only"> <h2><a class="navigation__level-two-blurb-link" href="/about-the-odi/">About us</a></h2> <p>The ODI is a non-profit company committed to promoting and advancing trust in data, including open data, shared data and closed - or private - data.</p> </div> <div class="navigation__level-two-nav-items"> <div class="navigation__level-two-top-nav"> <button class="navigation__level-two-back mobile-only"> <svg aria-hidden="true" width="6" height="11" viewBox="0 0 6 11" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M5.56997 10.1395L1.00029 5.56982L5.56997 1.00014" stroke="white"/> </svg> Back </button> <a href="/about-the-odi/" class="mobile-only navigation__level-two-landing-page">About us</a> </div> <ul class="navigation__level-two-list"> <li><a href="/about-the-odi/our-vision/">Our vision, mission and principles</a></li> <li><a href="/about-the-odi/our-strategy/">Our strategy</a></li> <li><a href="/about-the-odi/impact/">Impact</a></li> <li><a href="/about-the-odi/the-odi-team/">The ODI team</a></li> <li><a href="/about-the-odi/work-with-us/">Work with us</a></li> <li><a href="/about-the-odi/governance/">Governance</a></li> <li><a href="/about-the-odi/key-documents/">Key documents</a></li> <li><a href="/about-the-odi/press-and-media/">Press and media</a></li> <li><a href="/insights/guides/the-odi-brand-book/">The ODI brand book</a></li> </ul> </div> <div class="navigation__level-two-highlight desktop-only"> <img src="https://theodi.cdn.ngo/media/images/Screenshot_2023-09-27_at_16.37.13.2e16d0ba.fill-210x198.png" width="210" height="198" alt="Five year strategy cover"> <div class="navigation__level-two-highlight-text"> <h2 class="navigation__level-two-highlight-text navigation__highlight-title">Our five year plan</h2> <p>Download The ODI's five year strategy</p> <a class="cta-link btn" href="/documents/2/ODI-Five-Year-Strategy-2023-2028.pdf">Read it here</a> </div> </div> </div> </div> </li> <li> <button class="navigation__level-one-btn" aria-expanded="false" aria-controls="submenu-2"> What we do <svg width="9" height="6" viewBox="0 0 9 6" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M8 1L4.5 4.5L1 1" stroke="#E2E6E9" stroke-width="1.53184"/> </svg> </button> <div class="navigation__level-two" id="submenu-2"> <div class="navigation__level-two-layout contained-width"> <div class="navigation__level-two-blurb desktop-only"> <h2><a class="navigation__level-two-blurb-link" href="/what-we-do/">What we do</a></h2> <p>We provide training, consultancy services, tools and guides that enable organisations to become more confident and capable in their stewardship and use of data.</p> </div> <div class="navigation__level-two-nav-items"> <div class="navigation__level-two-top-nav"> <button class="navigation__level-two-back mobile-only"> <svg aria-hidden="true" width="6" height="11" viewBox="0 0 6 11" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M5.56997 10.1395L1.00029 5.56982L5.56997 1.00014" stroke="white"/> </svg> Back </button> <a href="/what-we-do/" class="mobile-only navigation__level-two-landing-page">What we do</a> </div> <ul class="navigation__level-two-list"> <li><a href="/what-we-do/research/">Our research</a></li> <li><a href="/what-we-do/consultancy-and-products/">Consultancy and products</a></li> <li><a href="/learning/">Learning</a></li> <li><a href="/what-we-do/commercial-partnerships/">Commercial partnerships</a></li> <li><a href="/membership/">Membership</a></li> <li><a href="/what-we-do/policy/">Policy</a></li> <li><a href="/what-we-do/engagement/">Engagement</a></li> <li><a href="/what-we-do/data-as-culture/">Data as culture</a></li> </ul> </div> <div class="navigation__level-two-highlight desktop-only"> <img src="https://theodi.cdn.ngo/media/images/data-ethics-illustration-1.2e16d0ba.fill-210x198.png" width="210" height="198" alt="the ODI Adrian Philpott Caley Dewhurt"> <div class="navigation__level-two-highlight-text"> <h2 class="navigation__level-two-highlight-text navigation__highlight-title">Ready for consultancy?</h2> <p>Find out about our consultancy and off-the-shelf products</p> <a class="cta-link btn" href="/what-we-do/get-in-touch/">Get in touch</a> </div> </div> </div> </div> </li> <li> <a href="https://learning.theodi.org" class="navigation__level-one-link"> Learning </a> </li> <li> <a href="/membership/" class="navigation__level-one-link"> Membership </a> </li> <li> <a href="/insights/" class="navigation__level-one-link"> Insights </a> </li> <li> <a href="/news-and-events/" class="navigation__level-one-link"> News & events </a> </li> <a class="mobile-only" href="/account/register/">Register</a> <a class="mobile-only" href="/account/login/">Log in</a> </ul> <div class="navigation__level-zero"> <a href="/search" aria-label="Search"> <svg width="20" height="21" viewBox="0 0 20 21" fill="none" xmlns="http://www.w3.org/2000/svg"> <circle cx="8.31422" cy="8.31422" r="7.79408" stroke="#E2E6E9" stroke-width="1.04028"/> <path d="M13.5293 14.4966L18.8447 19.812" stroke="#E2E6E9" stroke-width="1.04028" stroke-linecap="round" stroke-linejoin="round"/> </svg> </a> <a class="desktop-only" href="/account/register/">Register</a> <a class="desktop-only" href="/account/login/">Log in</a> <div class="navigation__navigation-toggle-wrapper mobile-only"> <button class="navigation__navigation-toggle" aria-expanded="false" aria-label="Show navigation links"> <svg class="icon-burger" width="30" height="27" viewBox="0 0 30 27" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M0 2H29.5714" stroke="white" stroke-width="2.19048"/> <path d="M0 13.5H29.5714" stroke="white" stroke-width="2.19048"/> <path d="M0 25H29.5714" stroke="white" stroke-width="2.19048"/> </svg> <svg class="icon-cross" viewBox="0 0 18 18" width="30" height="30" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" class="icon-cross"> <path stroke="#fff" stroke-width="1" stroke-linecap="round" d="m1.636 1.222 14.142 14.142M15.556 1.414 1.414 15.556"/> </svg> </button> </div> </div> </div> </nav> <header class="header header--article"> <div class="contained-width"> <p class="header--article__category">Report</p> <h1 class="header__title">Fostering a thriving PETs ecosystem</h1> <p class="header__intro">In this report, we take a look at three applications of different types of PETs and look into the factors that helped make them a success. Specifically, we look into an application of differentially private synthetic data, a trusted research environment and multiparty computation.</p> </div> </header> <main id="main"> <div class="main-content"> <article class="main-content__body contained-width"> <div class="hero-image-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/835294409_aKRLMPD.2e16d0ba.fill-1110x452.png, https://theodi.cdn.ngo/media/images/835294409_aKRLMPD.2e16d0ba.fill-2220x904.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/835294409_aKRLMPD.2e16d0ba.fill-1110x452.png" srcset="https://theodi.cdn.ngo/media/images/835294409_aKRLMPD.2e16d0ba.fill-555x226.png 555w, https://theodi.cdn.ngo/media/images/835294409_aKRLMPD.2e16d0ba.fill-1110x452.png 1110w, https://theodi.cdn.ngo/media/images/835294409_aKRLMPD.2e16d0ba.fill-2220x904.png 2220w" alt="835294409.20240827-163143" loading="lazy" fetchpriority="auto" decoding="async" class="header__img" sizes="(max-width: 400px) 555px, 600px"> </picture> </div> <p class="article__meta__metadata"> <time datetime="2024-10-24">Thu Oct 24, 2024</time> </p> <div class="child-page__layout"> <div class="child-page__main"> <section class="block-rich_text"> <p data-block-key="q4t36">At the ODI we have been dedicating considerable thought to <a href="https://theodi.org/insights/projects/privacy-enhancing-technologies-pets/#:~:text=The%20programme%20is%20designed%20to,who%20are%20unfamiliar%20with%20them."><span style="text-decoration: underline">privacy-enhancing technologies</span style="text-decoration: underline"></a> (PETs). Previously, we have looked into <a href="https://theodi.org/insights/explainers/pets-in-practice/"><span style="text-decoration: underline">how these technologies work in practice</span style="text-decoration: underline"></a>, providing walkthroughs of real-world applications where these technologies have had transformative impacts. While these examples exist, they remain relatively limited in number comparative to how they could possibly be used. We have found that part of the reason for this is that details of what made these applications a success remains relatively fragmented.</p><p data-block-key="6lrj0">It is for this reason that we conducted this research project, looking into fostering a thriving PETs ecosystem. In this report, we take a look at three applications of different types of PETs and look into the factors that helped make them a success. Specifically, we look into an application of differentially private synthetic data, a trusted research environment and multiparty computation.</p><p data-block-key="5se23">Through our research, we also developed two resources that can help prospective adopters of PETs consider what might be necessary from within their ecosystem to stand them the best chance of successfully adopting a PET. This includes our implementation timeline, which can help actors think through the roles that will be necessary to achieve success, as well as our ‘Version 0’ PETs implementation framework, which contains practical steps that can help guide adopters through the process of selecting, developing and implementing a PET.</p><p data-block-key="fam0">Through identifying the success factors and actors from previous examples, we hope that other organisations might be empowered to give greater consideration to incorporating PETs into their data infrastructure.</p><p data-block-key="1pvr4"></p><p data-block-key="e5rp7">We hope that you find these resources helpful and that they inspire your curiosity around these novel technologies. If you are currently using or considering a PET and would like to discuss this with the PETs programme team, please get in touch with us on: <a href="/cdn-cgi/l/email-protection" class="__cf_email__" data-cfemail="e9998c9d9aa99d818c868d80c7869b8e">[email protected]</a></p> </section> <p class="cta-container"> <a href="/documents/522/DSIT_Fostering_a_Thriving_PETs_Ecosystem.pdf" class="btn" >Read the report</a> </p> </div> <aside class="child-page__aside"> <ul class="authors-list"> <li><div class="people-list__person"> <div class="people-list__person-img-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/headshot.2e16d0ba.fill-65x65.jpg, https://theodi.cdn.ngo/media/images/headshot.2e16d0ba.fill-130x130.jpg 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/headshot.2e16d0ba.fill-65x65.jpg" srcset="https://theodi.cdn.ngo/media/images/headshot.2e16d0ba.fill-32x32.jpg 32w, https://theodi.cdn.ngo/media/images/headshot.2e16d0ba.fill-65x65.jpg 65w, https://theodi.cdn.ngo/media/images/headshot.2e16d0ba.fill-130x130.jpg 130w" alt="Claudine Tinsman" loading="lazy" fetchpriority="auto" decoding="async" class="people-list__person-img" sizes="(max-width: 400px) 32px, 600px"> </picture> </div> <div class="people-list__person-body"> <h3 class="people-list__person-name"><a href="/profile/claudine-tinsman/">Claudine Tinsman</a></h3> </div> </div></li> <li><div class="people-list__person"> <div class="people-list__person-img-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/Elea-Himmelsbach.2e16d0ba.fill-65x65_DWZqGko.jpg, https://theodi.cdn.ngo/media/images/Elea-Himmelsbach.2e16d0ba.fill-130x130_QIpnH1P.jpg 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/Elea-Himmelsbach.2e16d0ba.fill-65x65_DWZqGko.jpg" srcset="https://theodi.cdn.ngo/media/images/Elea-Himmelsbach.2e16d0ba.fill-32x32_2DBKhmI.jpg 32w, https://theodi.cdn.ngo/media/images/Elea-Himmelsbach.2e16d0ba.fill-65x65_DWZqGko.jpg 65w, https://theodi.cdn.ngo/media/images/Elea-Himmelsbach.2e16d0ba.fill-130x130_QIpnH1P.jpg 130w" alt="Elea Himmelsbach" loading="lazy" fetchpriority="auto" decoding="async" class="people-list__person-img" sizes="(max-width: 400px) 32px, 600px"> </picture> </div> <div class="people-list__person-body"> <h3 class="people-list__person-name"><a href="/profile/elea-himmelsbach/">Elea Himmelsbach</a></h3> </div> </div></li> <li><div class="people-list__person"> <div class="people-list__person-img-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/CalumInverarity-BW-scaled.2e16d0ba.fill-65x65_Q7ZR7RO.jpg, https://theodi.cdn.ngo/media/images/CalumInverarity-BW-scaled.2e16d0ba.fill-130x130_HLnkEJw.jpg 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/CalumInverarity-BW-scaled.2e16d0ba.fill-65x65_Q7ZR7RO.jpg" srcset="https://theodi.cdn.ngo/media/images/CalumInverarity-BW-scaled.2e16d0ba.fill-32x32_zjVby03.jpg 32w, https://theodi.cdn.ngo/media/images/CalumInverarity-BW-scaled.2e16d0ba.fill-65x65_Q7ZR7RO.jpg 65w, https://theodi.cdn.ngo/media/images/CalumInverarity-BW-scaled.2e16d0ba.fill-130x130_HLnkEJw.jpg 130w" alt="CalumInverarity BW" loading="lazy" fetchpriority="auto" decoding="async" class="people-list__person-img" sizes="(max-width: 400px) 32px, 600px"> </picture> </div> <div class="people-list__person-body"> <h3 class="people-list__person-name"><a href="/profile/calum-inverarity/">Calum Inverarity</a></h3> </div> </div></li> <li><div class="people-list__person"> <div class="people-list__person-img-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/Jared-Keller-BW-scaled.2e16d0ba.fill-65x65.jpg, https://theodi.cdn.ngo/media/images/Jared-Keller-BW-scaled.2e16d0ba.fill-130x130.jpg 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/Jared-Keller-BW-scaled.2e16d0ba.fill-65x65.jpg" srcset="https://theodi.cdn.ngo/media/images/Jared-Keller-BW-scaled.2e16d0ba.fill-32x32.jpg 32w, https://theodi.cdn.ngo/media/images/Jared-Keller-BW-scaled.2e16d0ba.fill-65x65.jpg 65w, https://theodi.cdn.ngo/media/images/Jared-Keller-BW-scaled.2e16d0ba.fill-130x130.jpg 130w" alt="Jared Keller BW" loading="lazy" fetchpriority="auto" decoding="async" class="people-list__person-img" sizes="(max-width: 400px) 32px, 600px"> </picture> </div> <div class="people-list__person-body"> <h3 class="people-list__person-name"><a href="/profile/jared-robert-keller/">Jared Robert Keller</a></h3> </div> </div></li> <li><div class="people-list__person"> <div class="people-list__person-img-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/Elena-Simperl-bw-500x500-1.2e16d0ba.fill-65x65.png, https://theodi.cdn.ngo/media/images/Elena-Simperl-bw-500x500-1.2e16d0ba.fill-130x130.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/Elena-Simperl-bw-500x500-1.2e16d0ba.fill-65x65.png" srcset="https://theodi.cdn.ngo/media/images/Elena-Simperl-bw-500x500-1.2e16d0ba.fill-32x32.png 32w, https://theodi.cdn.ngo/media/images/Elena-Simperl-bw-500x500-1.2e16d0ba.fill-65x65.png 65w, https://theodi.cdn.ngo/media/images/Elena-Simperl-bw-500x500-1.2e16d0ba.fill-130x130.png 130w" alt="Image of Elena Simperl" loading="lazy" fetchpriority="auto" decoding="async" class="people-list__person-img" sizes="(max-width: 400px) 32px, 600px"> </picture> </div> <div class="people-list__person-body"> <h3 class="people-list__person-name"><a href="/profile/elena-simperl/">Elena Simperl</a></h3> </div> </div></li> <li><div class="people-list__person"> <div class="people-list__person-img-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/headshot_white.2e16d0ba.fill-65x65.jpg, https://theodi.cdn.ngo/media/images/headshot_white.2e16d0ba.fill-130x130.jpg 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/headshot_white.2e16d0ba.fill-65x65.jpg" srcset="https://theodi.cdn.ngo/media/images/headshot_white.2e16d0ba.fill-32x32.jpg 32w, https://theodi.cdn.ngo/media/images/headshot_white.2e16d0ba.fill-65x65.jpg 65w, https://theodi.cdn.ngo/media/images/headshot_white.2e16d0ba.fill-130x130.jpg 130w" alt="Neil Majithia" loading="lazy" fetchpriority="auto" decoding="async" class="people-list__person-img" sizes="(max-width: 400px) 32px, 600px"> </picture> </div> <div class="people-list__person-body"> <h3 class="people-list__person-name"><a href="/profile/neil-majithia/">Neil Majithia</a></h3> </div> </div></li> </ul> </aside> </div> </article> </div> </main> <footer class="footer"> <div class="contained-width footer__layout"> <div class="footer__content-contact"> <span class="odi-logo"> <svg viewBox="0 0 77.1 32.3" preserveAspectRatio="xMinYMin" xml:space="preserve"> <path d="M77 .4v31.5H62V21.4c-2 6.5-8 10.5-15.8 10.5H32.1V21.5c-2.2 6.2-8.3 10.7-15.4 10.7C7.6 32.2.3 25 .3 16.2S7.6.2 16.7.2c7.1 0 13.2 4.5 15.4 10.7V.4h14.1C54 .4 60 4.4 62 10.9V.4h15z"></path> </svg> <svg viewBox="0 0 77.1 32.3" preserveAspectRatio="xMinYMin" xml:space="preserve"> <path d="M32.4 17.3c-.1 0-.3.1-.4.1-.1 0-.3.1-.4.1-.2 0-.3 0-.5.1-.2 0-.3.1-.4.1s-.3.1-.4.2-.2.2-.2.3c-.1.1-.1.3-.1.5s0 .3.1.5.2.2.3.3c.1.1.2.1.4.1h.4c.4 0 .7-.1.9-.2.2-.1.4-.3.5-.5s.2-.4.2-.6V17c-.1.2-.2.3-.4.3zm-3.8-2.8c.2-.3.4-.6.8-.8.3-.2.7-.3 1.1-.4.4-.1.8-.1 1.2-.1s.7 0 1.1.1c.4.1.7.2 1 .3.3.2.5.4.7.6.2.3.3.6.3 1.1v3.8c0 .3 0 .7.1 1 0 .3.1.5.2.7h-2c0-.1-.1-.2-.1-.4 0-.1 0-.2-.1-.4-.3.3-.7.6-1.1.7s-.8.2-1.3.2c-.3 0-.7 0-.9-.1-.3-.1-.6-.2-.8-.4-.2-.2-.4-.4-.5-.7-.1-.3-.2-.6-.2-1s.1-.8.2-1c.1-.3.3-.5.6-.6.2-.2.5-.3.8-.4s.6-.1.9-.2c.3 0 .6-.1.9-.1s.5-.1.8-.1.4-.1.5-.2.2-.3.2-.5 0-.4-.1-.5l-.3-.3s-.2-.1-.4-.1h-.5c-.4 0-.7.1-.9.3s-.3.5-.4.9h-1.9c-.2-.7-.1-1.1.1-1.4zm-1.4-1.1v1.4h-1.4v3.7c0 .3.1.6.2.7s.3.2.7.2h.6V21c-.2 0-.3 0-.6.1h-.6c-.3 0-.6 0-.9-.1s-.5-.1-.7-.3c-.2-.1-.4-.3-.5-.5s-.2-.5-.2-.9v-4.4h-1.2v-1.4h1.2v-2.2h1.9v2.2l1.5-.1zm-7.5 3.9c-.1 0-.3.1-.4.1s-.3.1-.4.1c-.2 0-.3 0-.5.1-.2 0-.3.1-.4.1s-.3.1-.4.2l-.3.3c-.1.1-.1.3-.1.5s0 .3.1.5.2.2.3.3c.1.1.2.1.4.1h.4c.4 0 .7-.1.9-.2.2-.1.4-.3.5-.5s.2-.4.2-.6V17c-.1.2-.2.3-.3.3zm-3.8-2.8c.2-.3.5-.6.8-.8s.7-.3 1.1-.4c.4-.1.8-.1 1.2-.1.3 0 .7 0 1.1.1s.7.2 1 .3c.3.2.5.4.7.6.2.3.3.6.3 1.1v3.8c0 .3 0 .7.1 1 0 .3.1.5.2.7h-2c0-.1-.1-.2-.1-.4V20c-.3.3-.7.6-1.1.7s-.9.2-1.3.2c-.3 0-.7 0-.9-.1-.3-.1-.6-.2-.8-.4-.2-.2-.4-.4-.5-.7-.1-.3-.2-.6-.2-1s.1-.8.2-1c.2-.3.3-.5.6-.6.2-.2.5-.3.8-.4s.6-.1.9-.2c.3 0 .6-.1.9-.1s.5-.1.8-.1c.2-.1.4-.1.5-.2s.2-.3.2-.5 0-.4-.1-.5l-.3-.3c-.1-.1-.2-.1-.4-.1h-.5c-.4 0-.7.1-.9.3-.2.2-.3.5-.4.9h-1.9c-.3-.7-.2-1.1 0-1.4zm-3.7 5.3c-.2.4-.5.7-.9.9-.3.2-.7.3-1.2.3s-1-.1-1.4-.3c-.4-.2-.7-.5-1-.9s-.5-.8-.6-1.3c-.1-.5-.2-1-.2-1.5s.1-1 .2-1.4c.1-.5.3-.9.6-1.2.3-.4.6-.6 1-.9.4-.2.8-.3 1.4-.3.4 0 .8.1 1.2.3s.7.5.9.8v-3.7h1.9v10.2h-1.8l-.1-1zm0-3.6c-.1-.3-.2-.5-.3-.7s-.3-.4-.5-.5-.5-.2-.8-.2-.6.1-.8.2c-.2.1-.4.3-.5.5s-.2.5-.3.8c-.1.3-.1.6-.1.9s0 .6.1.9.2.5.3.8c.1.2.3.4.5.5s.5.2.8.2.6-.1.8-.2.4-.3.5-.5.2-.5.3-.8.1-.6.1-.9-.1-.7-.1-1z"></path> <path d="M6.9 32h2v-6.8h-2V32zm0-7.9h2v-1.5h-2v1.5zm48.2 6.3c-.3-.3-.5-.7-.5-1.3h5.1c0-.5 0-1-.1-1.5s-.3-.9-.6-1.3-.6-.7-1.1-.9c-.4-.2-1-.3-1.6-.3-.5 0-1 .1-1.5.3-.4.2-.8.4-1.1.8-.3.3-.6.7-.7 1.1s-.3.9-.3 1.4.1 1 .3 1.5.4.8.7 1.1c.3.3.7.6 1.1.7.4.1 1 .3 1.5.3.8 0 1.5-.2 2.1-.5.6-.4 1-.9 1.3-1.8H58c-.1.2-.2.4-.5.6s-.6.3-1 .3c-.7-.1-1.1-.2-1.4-.5zm2.2-3.6c.2.2.4.6.5 1.1h-3.2c0-.1 0-.3.1-.5s.1-.3.3-.5c.1-.1.3-.3.5-.4s.5-.1.8-.1c.4 0 .7.1 1 .4zm-6.8-1.6v-2h-2v2h-1.2v1.3h1.2v4c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.2.6.1.9.1H52v-1.5h-.6c-.3 0-.6 0-.7-.2-.1-.1-.2-.3-.2-.6v-3.4h1.4v-1.3l-1.4.1zM46.1 32v-6.8h-2v3.6c0 .7-.1 1.2-.4 1.5-.2.3-.6.5-1.2.5-.5 0-.8-.1-1-.4s-.3-.7-.3-1.3v-3.8h-2v4.2c0 .4 0 .8.1 1.2.1.3.2.6.4.9.2.2.4.4.8.6.3.1.8.2 1.3.2.4 0 .8-.1 1.2-.3.4-.2.7-.5 1-.9v1l2.1-.2zM37 25.2v-2h-2v2h-1.2v1.3H35v4c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.2.6.1.9.1h1.2v-1.5h-.6c-.3 0-.6 0-.7-.2-.2-.1-.2-.3-.2-.6v-3.4h1.4v-1.3l-1.4.1zM30.9 32h1.9v-6.8h-2l.1 6.8zm0-7.9h1.9v-1.5h-2l.1 1.5zm-2.7 1.1v-2h-2v2H25v1.3h1.2v4c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.2c.3 0 .6.1.9.1h1.2v-1.5h-.6c-.3 0-.6 0-.7-.2-.1-.1-.2-.3-.2-.6v-3.4h1.4v-1.3l-1.4.1zm-8.3 5.1c-.1-.1-.1-.3-.1-.5H18c0 .5.1.8.3 1.1.2.3.4.5.8.7.3.2.7.3 1.1.4s.8.1 1.2.1c.4 0 .8 0 1.2-.1.4-.1.7-.2 1-.4.3-.2.6-.4.7-.7.2-.3.3-.7.3-1.1 0-.3-.1-.6-.2-.8-.1-.2-.3-.4-.5-.5s-.5-.3-.7-.4c-.3-.1-.6-.2-.8-.2-.3-.1-.6-.1-.8-.2-.3-.1-.5-.1-.7-.2s-.4-.2-.5-.3c-.1-.1-.2-.2-.2-.4 0-.1 0-.3.1-.3.1-.1.2-.1.3-.2.1 0 .2-.1.3-.1h.4c.3 0 .7.1.9.2.3.1.4.4.4.7h1.9c0-.4-.2-.8-.3-1-.2-.3-.4-.5-.7-.7-.3-.2-.6-.3-1-.4h-1.3s-.8 0-1.1.1c-.4.1-.7.2-1 .3-.3.2-.5.4-.7.7s-.3.6-.3 1.1c0 .3.1.6.2.8.1.2.3.4.5.5s.4.2.7.3c.3.1.6.2.8.2.7.1 1.2.3 1.6.4s.6.4.6.6 0 .3-.1.4l-.3.3c-.1.1-.3.1-.4.1h-.4c-.2 0-.4 0-.6-.1-.2 0-.3-.1-.5-.2-.1.1-.2 0-.3-.2zm-9.6-5.1V32h2v-3.6c0-.7.1-1.2.3-1.5s.6-.5 1.2-.5c.5 0 .8.1 1 .4s.3.7.3 1.3V32H17v-4.2c0-.4 0-.8-.1-1.2-.1-.3-.2-.6-.4-.9-.2-.2-.5-.4-.8-.6-.3-.1-.8-.2-1.3-.2-.4 0-.8.1-1.2.3-.4.2-.7.5-1 .9v-1l-1.9.1z"></path> <path d="M34.1.4v1c.3-.4.6-.8 1-1s.8-.3 1.2-.3c.5 0 1 .1 1.3.2s.6.4.8.6c.2.3.3.6.4 1s.1.8.1 1.3v4.6h-2V3.7c0-.6-.1-1.1-.3-1.4s-.5-.5-1-.5-.9.2-1.2.5c-.2.3-.4.9-.4 1.7v4h-2V.4h2.1zm-7.8 5.7c.3.3.7.5 1.3.5.4 0 .7-.1 1-.3.3-.2.5-.4.5-.7h1.7c-.3.9-.7 1.6-1.3 1.9-.6.4-1.3.6-2.1.6-.6 0-1.1-.1-1.5-.3-.5-.2-.8-.5-1.2-.8-.3-.3-.6-.8-.7-1.3-.2-.5-.3-1-.3-1.6s.1-1.1.3-1.6c.2-.5.4-.9.8-1.3.3-.4.7-.6 1.2-.8s.9-.3 1.5-.3 1.1.1 1.6.4c.5.2.8.6 1.1 1 .3.4.5.9.6 1.4.2.6.2 1.1.2 1.7h-5.2c0 .7.2 1.2.5 1.5zm2.2-4c-.2-.3-.6-.4-1.1-.4-.3 0-.6.1-.8.2-.2.1-.4.2-.5.4s-.2.3-.3.5c-.1.2-.1.4-.1.5H29c-.1-.5-.2-.9-.5-1.2zM17.4.4v1c.2-.4.5-.7.9-.9s.8-.3 1.2-.3c.6 0 1.1.1 1.5.3s.8.5 1 .9c.3.4.5.8.6 1.3s.2 1 .2 1.5-.1 1-.2 1.5-.3.9-.6 1.2c-.3.4-.6.6-1 .9-.4.2-.9.3-1.4.3-.4 0-.9-.1-1.2-.3-.4-.2-.7-.5-.9-.8v3.6h-2V.4h1.9zm2.6 6c.2-.1.4-.3.5-.5s.2-.5.3-.8c.1-.3.1-.6.1-.9 0-.3 0-.6-.1-.9s-.2-.6-.3-.8c-.1-.2-.3-.4-.5-.6-.2-.1-.5-.2-.8-.2s-.6.1-.8.2c-.2.1-.4.3-.5.5-.1.2-.2.5-.3.8-.1.3-.1.6-.1.9 0 .3 0 .6.1.9s.2.5.3.8c.1.2.3.4.5.5s.5.2.8.2c.3.1.6 0 .8-.1zM7.2 2.5c.2-.5.4-.9.7-1.2.3-.3.7-.6 1.2-.8s1-.3 1.5-.3 1.1.1 1.5.3c.5.2.8.5 1.2.8.3.3.6.8.8 1.3s.3 1 .3 1.6-.1 1.1-.3 1.6-.4.9-.7 1.2-.7.6-1.2.8-1 .3-1.5.3-1.1-.1-1.6-.3c-.4-.2-.8-.4-1.1-.8-.4-.3-.6-.7-.8-1.2-.2-.5-.3-1.1-.3-1.7S7 3 7.2 2.5zM9 5c0 .3.1.6.3.8.1.2.3.4.5.6s.5.2.8.2.6-.1.8-.2c.3-.2.5-.4.6-.6s.2-.5.3-.8.1-.6.1-.9c0-.3 0-.6-.1-.9s-.2-.5-.3-.8c-.1-.2-.3-.4-.5-.5s-.5-.2-.8-.2-.6.1-.8.2c-.3.2-.5.3-.6.6-.1.2-.2.4-.3.7 0 .3-.1.6-.1.9 0 .3.1.6.1.9z"></path> </svg> </span> <address class="footer__address"> Open Data Institute, <br /> 4th Floor, Kings Place, 90 York Way, London N1 9AG </address> <p class="footer__copyright"> <span>&#169 The Open Data Institute. 2024</span> </p> </div> <div class="footer__main-navigation"> <ul> <li><a href="/our-policies/">Our policies</a></li> <li><a href="/about-the-odi/contact-us/">Contact us</a></li> <li><a href="/about-the-odi/press-and-media/">Press and media</a></li> <li><a href="/insights/guides/the-odi-brand-book/">The ODI brand book</a></li> <li><a href="/about-the-odi/work-with-us/">Work with us</a></li> <li><a href="/sign-up-to-the-week-in-data/">Sign up to The Week in Data</a></li> </ul> </div> <ul class="footer__social-media"> <li> <a rel="noopener noreferrer" target="_blank" class="social-links__link facebook" href="https://www.facebook.com/MyODIHQ/" aria-label="Visit our Facebook" > <svg xmlns="http://www.w3.org/2000/svg" height="30" width="30" viewBox="0 0 512 512"><path fill="#feffff" d="M512 256C512 114.6 397.4 0 256 0S0 114.6 0 256C0 376 82.7 476.8 194.2 504.5V334.2H141.4V256h52.8V222.3c0-87.1 39.4-127.5 125-127.5c16.2 0 44.2 3.2 55.7 6.4V172c-6-.6-16.5-1-29.6-1c-42 0-58.2 15.9-58.2 57.2V256h83.6l-14.4 78.2H287V510.1C413.8 494.8 512 386.9 512 256h0z"/></svg> </a> </li> <li> <a rel="noopener noreferrer" target="_blank" class="social-links__link twitter" href="https://twitter.com/ODIHQ" aria-label="Visit our Twitter" > <svg xmlns="http://www.w3.org/2000/svg" height="30" width="30" viewBox="0 0 512 512"><path fill="#feffff" d="M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z"/></svg> </a> </li> <li> <a rel="noopener noreferrer" target="_blank" class="social-links__link linkedin" href="https://uk.linkedin.com/company/the-open-data-institute" aria-label="Visit our Linkedin" > <svg width="30px" height="30px" viewBox="0 0 15 15" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"> <g stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g transform="translate(0.9134, 0.017)" fill="#FFFFFF"> <path d="M10.6971893,3.81320251 C9.16869318,3.81320251 8.2262769,4.69935514 7.84783681,5.28409531 L7.79157315,5.28409531 L7.65962147,4.0201724 L5.16794514,4.0201724 C5.20545425,4.83197662 5.24363316,5.81391143 5.24363316,6.96396742 L5.24430297,6.96396742 L5.24430297,13.2487521 L8.11374958,13.2487521 L8.11374958,7.92580806 C8.11374958,7.6612349 8.15058888,7.39800136 8.2262769,7.20911622 C8.41449223,6.6806397 8.88536547,6.13340864 9.67841514,6.13340864 C10.7166136,6.13340864 11.131893,6.94387325 11.131893,8.13411756 L11.131893,13.2480823 L14,13.2480823 L14,7.77443203 C14,5.05770106 12.5847011,3.81320251 10.6971893,3.81320251 Z"></path> <polygon points="2.94553061 4.01883279 0.0760840023 4.01883279 0.0760840023 13.2474125 2.94553061 13.2474125"></polygon> <path d="M1.5094677,0 C0.585136155,0 -0.0176887627,0.622249277 0.000395984807,1.45347786 C-0.0176887627,2.24518792 0.585805961,2.88552194 1.49205275,2.88552194 C2.43580865,2.88552194 3.03930338,2.24518792 3.03930338,1.45347786 C3.02121863,0.622249277 2.43580865,0 1.5094677,0 L1.5094677,0 Z"></path> </g> </g> </svg> </a> </li> </ul> <div class="footer__badge"> <a href="https://www.ngosource.org/about-equivalency-determination-on-file-badge" aria-label="Equivalency Determination on File Badge"> <img src="/static/images/ngos_ed_on_file_widget.4114ecd7b72a.png" width="300" height="115" alt=""> </a> </div> </div> </footer> <script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script><script type="text/javascript" src="/static/js/main.min.7684f978d3bd.js"></script> </body> </html>

CINXE.COM

Fostering a thriving pets ecosystem | The ODI