Open Dataset | Yelp Data Licensing

<!DOCTYPE html> <html lang="en-US"> <head> <meta charset="UTF-8" /> <title>Open Dataset | Yelp Data Licensing</title> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <link rel="icon" href="https://business.yelp.com/wp-content/themes/yelp-b2b/assets/branding/favicon.ico" /> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <style>img:is([sizes="auto" i], [sizes^="auto," i]) { contain-intrinsic-size: 3000px 1500px }</style>  <script data-cfasync="false" nowprocket type='text/javascript'> var _vwo_clicks = 3; </script>   <link rel="preconnect" href="https://dev.visualwebsiteoptimizer.com" /> <script data-cfasync="false" nowprocket type='text/javascript' id='vwoCode'> /* Fix: wp-rocket (application/ld+json) */ window._vwo_code || (function () { var account_id=793195, // replace 1 with ${accountId} in release string version=2.1, settings_tolerance=2000, library_tolerance=2500, use_existing_jquery=false, hide_element='body', hide_element_style = 'opacity:0 !important;filter:alpha(opacity=0) !important;background:none !important;transition:none !important;', /* DO NOT EDIT BELOW THIS LINE */ f=false,w=window,d=document,v=d.querySelector('#vwoCode'),cK='_vwo_'+account_id+'_settings',cc={};try{var c=JSON.parse(localStorage.getItem('_vwo_'+account_id+'_config'));cc=c&&typeof c==='object'?c:{}}catch(e){}var stT=cc.stT==='session'?w.sessionStorage:w.localStorage;code={use_existing_jquery:function(){return typeof use_existing_jquery!=='undefined'?use_existing_jquery:undefined},library_tolerance:function(){return typeof library_tolerance!=='undefined'?library_tolerance:undefined},settings_tolerance:function(){return cc.sT||settings_tolerance},hide_element_style:function(){return'{'+(cc.hES||hide_element_style)+'}'},hide_element:function(){if(performance.getEntriesByName('first-contentful-paint')[0]){return''}return typeof cc.hE==='string'?cc.hE:hide_element},getVersion:function(){return version},finish:function(e){if(!f){f=true;var t=d.getElementById('_vis_opt_path_hides');if(t)t.parentNode.removeChild(t);if(e)(new Image).src='https://dev.visualwebsiteoptimizer.com/ee.gif?a='+account_id+e}},finished:function(){return f},addScript:function(e){var t=d.createElement('script');t.type='text/javascript';if(e.src){t.src=e.src}else{t.text=e.text}d.getElementsByTagName('head')[0].appendChild(t)},load:function(e,t){var i=this.getSettings(),n=d.createElement('script'),r=this;t=t||{};if(i){n.textContent=i;d.getElementsByTagName('head')[0].appendChild(n);if(!w.VWO||VWO.caE){stT.removeItem(cK);r.load(e)}}else{var o=new XMLHttpRequest;o.open('GET',e,true);o.withCredentials=!t.dSC;o.responseType=t.responseType||'text';o.onload=function(){if(t.onloadCb){return t.onloadCb(o,e)}if(o.status===200||o.status===304){_vwo_code.addScript({text:o.responseText})}else{_vwo_code.finish('&e=loading_failure:'+e)}};o.onerror=function(){if(t.onerrorCb){return t.onerrorCb(e)}_vwo_code.finish('&e=loading_failure:'+e)};o.send()}},getSettings:function(){try{var e=stT.getItem(cK);if(!e){return}e=JSON.parse(e);if(Date.now()>e.e){stT.removeItem(cK);return}return e.s}catch(e){return}},init:function(){if(d.URL.indexOf('__vwo_disable__')>-1)return;var e=this.settings_tolerance();w._vwo_settings_timer=setTimeout(function(){_vwo_code.finish();stT.removeItem(cK)},e);var t;if(this.hide_element()!=='body'){t=d.createElement('style');var i=this.hide_element(),n=i?i+this.hide_element_style():'',r=d.getElementsByTagName('head')[0];t.setAttribute('id','_vis_opt_path_hides');v&&t.setAttribute('nonce',v.nonce);t.setAttribute('type','text/css');if(t.styleSheet)t.styleSheet.cssText=n;else t.appendChild(d.createTextNode(n));r.appendChild(t)}else{t=d.getElementsByTagName('head')[0];var n=d.createElement('div');n.style.cssText='z-index: 2147483647 !important;position: fixed !important;left: 0 !important;top: 0 !important;width: 100% !important;height: 100% !important;background: white !important;';n.setAttribute('id','_vis_opt_path_hides');n.classList.add('_vis_hide_layer');t.parentNode.insertBefore(n,t.nextSibling)}var o='https://dev.visualwebsiteoptimizer.com/j.php?a='+account_id+'&u='+encodeURIComponent(d.URL)+'&vn='+version;if(w.location.search.indexOf('_vwo_xhr')!==-1){this.addScript({src:o})}else{this.load(o+'&x=true')}}};w._vwo_code=code;code.init();})(); </script>   <meta name="description" content="The Yelp Open Dataset is a subset of Yelp data intended for educational use. 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alt="Yelp Data Licensing" /></a> </div> <div class="c-site-header__nav js-navigation-primary-wapper"> <nav class="c-navigation-primary c-navigation-primary--3 js-navigation-primary"> <div class="c-back-to-business-link c-back-to-business-link--mobile "> <a href="https://business.yelp.com" class="c-back-to-business-link__link"> Back to Yelp for Business </a> </div> <div class="c-navigation-primary-item c-navigation-primary-item--mega-menu c-navigation-primary-item--1 js-navigation-primary-item"> <a class="c-navigation-primary-item__header js-navigation-primary-item-header" href="#"> <span>Products</span><svg class="c-navigation-primary-item__caret o-icon" width="66" height="36" viewBox="0 0 66 36" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M2.11965 2.2397C3.29122 1.06813 5.19071 1.06813 6.36229 2.2397L32.88 28.7574L59.3987 2.2397C60.5703 1.06813 62.4698 1.06813 63.6413 2.2397C64.8129 3.41127 64.8128 5.31078 63.6413 6.48236L35.0012 35.1214C33.8297 36.2929 31.9302 36.2929 30.7586 35.1213L2.11965 6.48233C0.948074 5.31076 0.948074 3.41126 2.11965 2.2397Z" fill="#000"/> </svg> </a> <div class="c-navigation-mega-menu c-navigation-mega-menu--1 js-mega-menu"> <div class="o-wrapper c-navigation-mega-menu__inner c-navigation-mega-menu__inner--1"> <a class="c-navigation-mega-menu__back js-mega-menu-back" href="#"> <svg class="c-navigation-mega-menu__back-caret o-icon" width="36" height="66" viewBox="0 0 36 66" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M33.7603 2.11965C34.9319 3.29122 34.9319 5.19071 33.7603 6.36229L7.24258 32.88L33.7603 59.3987C34.9319 60.5703 34.9319 62.4698 33.7603 63.6413C32.5887 64.8129 30.6892 64.8128 29.5176 63.6413L0.87862 35.0012C-0.292919 33.8297 -0.292904 31.9302 0.878654 30.7586L29.5177 2.11965C30.6892 0.948074 32.5887 0.948074 33.7603 2.11965Z" fill="#000"/> </svg> <span class="c-navigation-mega-menu__back-text">Back</span> </a> <div class="c-navigation-mega-menu__grid c-navigation-mega-menu__grid--1"> <div class="c-navigation-mega-menu__column"> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/products/fusion/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Fusion </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/products/fusion-insights/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Fusion Insights </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/products/fusion-ai/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Fusion AI </span> </div> </a> </div> </div> </div> </div> </div> </div> <div class="c-navigation-primary-item c-navigation-primary-item--mega-menu c-navigation-primary-item--1 js-navigation-primary-item"> <a class="c-navigation-primary-item__header js-navigation-primary-item-header" href="#"> <span>Solutions</span><svg class="c-navigation-primary-item__caret o-icon" width="66" height="36" viewBox="0 0 66 36" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M2.11965 2.2397C3.29122 1.06813 5.19071 1.06813 6.36229 2.2397L32.88 28.7574L59.3987 2.2397C60.5703 1.06813 62.4698 1.06813 63.6413 2.2397C64.8129 3.41127 64.8128 5.31078 63.6413 6.48236L35.0012 35.1214C33.8297 36.2929 31.9302 36.2929 30.7586 35.1213L2.11965 6.48233C0.948074 5.31076 0.948074 3.41126 2.11965 2.2397Z" fill="#000"/> </svg> </a> <div class="c-navigation-mega-menu c-navigation-mega-menu--1 js-mega-menu"> <div class="o-wrapper c-navigation-mega-menu__inner c-navigation-mega-menu__inner--1"> <a class="c-navigation-mega-menu__back js-mega-menu-back" href="#"> <svg class="c-navigation-mega-menu__back-caret o-icon" width="36" height="66" viewBox="0 0 36 66" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M33.7603 2.11965C34.9319 3.29122 34.9319 5.19071 33.7603 6.36229L7.24258 32.88L33.7603 59.3987C34.9319 60.5703 34.9319 62.4698 33.7603 63.6413C32.5887 64.8129 30.6892 64.8128 29.5176 63.6413L0.87862 35.0012C-0.292919 33.8297 -0.292904 31.9302 0.878654 30.7586L29.5177 2.11965C30.6892 0.948074 32.5887 0.948074 33.7603 2.11965Z" fill="#000"/> </svg> <span class="c-navigation-mega-menu__back-text">Back</span> </a> <div class="c-navigation-mega-menu__grid c-navigation-mega-menu__grid--1"> <div class="c-navigation-mega-menu__column"> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/location-intelligence/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Location Intelligence </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/insurance-risk-adjustment/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Insurance & Risk </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/banking-finance/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Banking & Finance </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/local-search/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Local Search & Reco鈥檚 </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/automotive/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Mapping & Automotive </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/social-analytics/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Social Analytics </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/food-beverage-insights/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Food & Beverage Insights </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/natural-language-search/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Natural Language Search </span> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--int-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://business.yelp.com/data/solutions/sales-insights/"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Sales Insights </span> </div> </a> </div> </div> </div> </div> </div> </div> <div class="c-navigation-primary-item c-navigation-primary-item--mega-menu c-navigation-primary-item--1 js-navigation-primary-item"> <a class="c-navigation-primary-item__header js-navigation-primary-item-header" href="#"> <span>Resources</span><svg class="c-navigation-primary-item__caret o-icon" width="66" height="36" viewBox="0 0 66 36" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M2.11965 2.2397C3.29122 1.06813 5.19071 1.06813 6.36229 2.2397L32.88 28.7574L59.3987 2.2397C60.5703 1.06813 62.4698 1.06813 63.6413 2.2397C64.8129 3.41127 64.8128 5.31078 63.6413 6.48236L35.0012 35.1214C33.8297 36.2929 31.9302 36.2929 30.7586 35.1213L2.11965 6.48233C0.948074 5.31076 0.948074 3.41126 2.11965 2.2397Z" fill="#000"/> </svg> </a> <div class="c-navigation-mega-menu c-navigation-mega-menu--1 js-mega-menu"> <div class="o-wrapper c-navigation-mega-menu__inner c-navigation-mega-menu__inner--1"> <a class="c-navigation-mega-menu__back js-mega-menu-back" href="#"> <svg class="c-navigation-mega-menu__back-caret o-icon" width="36" height="66" viewBox="0 0 36 66" fill="none" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" d="M33.7603 2.11965C34.9319 3.29122 34.9319 5.19071 33.7603 6.36229L7.24258 32.88L33.7603 59.3987C34.9319 60.5703 34.9319 62.4698 33.7603 63.6413C32.5887 64.8129 30.6892 64.8128 29.5176 63.6413L0.87862 35.0012C-0.292919 33.8297 -0.292904 31.9302 0.878654 30.7586L29.5177 2.11965C30.6892 0.948074 32.5887 0.948074 33.7603 2.11965Z" fill="#000"/> </svg> <span 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<a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://docs.developer.yelp.com/reference/v2_ai_chat" target="_blank"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Documentation </span> <svg class="c-navigation-mega-menu__link-external o-icon" fill="none" width="36" height="36" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"> <path d="M22,12v9a1,1,0,0,1-1,1H3a1,1,0,0,1-1-1V3A1,1,0,0,1,3,2h9a1,1,0,0,1,0,2H4V20H20V12a1,1,0,0,1,2,0Zm-.618-9.923A.991.991,0,0,0,21,2H16a1,1,0,0,0,0,2h2.586l-7.293,7.293a1,1,0,1,0,1.414,1.414L20,5.414V8a1,1,0,0,0,2,0V3a1.01,1.01,0,0,0-.077-.382A1,1,0,0,0,21.382,2.077Z" fill="#000"/> </svg> </div> </a> </div> <div class="c-navigation-mega-menu__row c-navigation-mega-menu__row--ext-link c-navigation-mega-menu__row--external-link"> <a class="c-navigation-mega-menu__link c-navigation-mega-menu__link--1" href="https://www.yelp.com/developers/v3/manage_app" target="_blank"> <div class="c-navigation-mega-menu__link-header"> <span class="c-navigation-mega-menu__link-text"> Manage API Access </span> <svg class="c-navigation-mega-menu__link-external o-icon" fill="none" width="36" height="36" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"> <path d="M22,12v9a1,1,0,0,1-1,1H3a1,1,0,0,1-1-1V3A1,1,0,0,1,3,2h9a1,1,0,0,1,0,2H4V20H20V12a1,1,0,0,1,2,0Zm-.618-9.923A.991.991,0,0,0,21,2H16a1,1,0,0,0,0,2h2.586l-7.293,7.293a1,1,0,1,0,1.414,1.414L20,5.414V8a1,1,0,0,0,2,0V3a1.01,1.01,0,0,0-.077-.382A1,1,0,0,0,21.382,2.077Z" fill="#000"/> </svg> </div> </a> </div> </div> </div> </div> </div> </div> <div class="c-navigation-primary__mobile-cta mobile-only" aria-hidden="true"> <a class="c-button c-button--primary js-cta-button js-toggle-cta" href="https://business.yelp.com/data/#form" target="_self" data-title-desktop="Book a demo" data-title-mobile="Book a demo" > Book a demo</a> </div> </nav> </div> <div class="c-site-header__buttons"> <a class="c-button c-button--primary js-cta-button js-toggle-cta" href="https://business.yelp.com/data/#form" target="_self" data-title-desktop="Book a demo" data-title-mobile="Book a demo" > Book a demo</a> </div> <div class="c-site-header__mobile-nav-toggle-container"> <a class="c-site-header__mobile-nav-toggle js-mobile-nav-toggle" href="#" aria-label="Mobile Nav Toggler"> <span></span> <span></span> <span></span> </a> </div> </div> </header> <main class="o-main js-main"> <article class="s-page s-page-builder"> <section class="o-section o-section--1 o-section--pt-8 o-section--pb-8 o-section--bg-default o-section--border-none o-section--border-default o-module--standard-content m-standard-content"> <div class="o-wrapper"> <div class="m-standard-content__content s-standard-content s-wp-content"> <h1 style="text-align: center;">Yelp Open Dataset</h1> <p style="text-align: center;">The Yelp Open Dataset is a subset of Yelp data that is intended for educational use. It provides real-world data related to businesses including reviews, photos, check-ins, and attributes like hours, parking availability, and ambience.</p> </div> </div> </section> <section class="o-section o-section--pt-0 o-section--pb-0"> <div class="m-line-break m-line-break--svg"> <div class="o-wrapper o-wrapper--default"> <svg class="m-line-break--svg__desktop o-icon" width="1160" height="8" preserveAspectRatio="none" viewBox="0 0 1160 8" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_7097_1612)"> <path d="M331.277 4H634.52" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round"/> <path d="M412.984 4H600.847" stroke="#FF8B87" stroke-width="8" stroke-linecap="round"/> <path d="M658.551 4H1155.99" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round"/> <path d="M1018.86 4H1097.47" stroke="#FA4D4D" stroke-width="8" stroke-linecap="round"/> <ellipse cx="891.076" cy="4" rx="4.0052" ry="4" fill="#FA4D4D"/> <ellipse cx="1155.99" cy="4" rx="4.0052" ry="4" fill="#008055"/> <path d="M4.00391 4H307.246" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round"/> <ellipse cx="307.243" cy="4" rx="4.0052" ry="4" fill="#FFBA0A"/> </g> <defs> <clipPath id="clip0_7097_1612"> <rect width="1160" height="8" fill="white"/> </clipPath> </defs> </svg> <svg class="m-line-break--svg__tablet o-icon" preserveAspectRatio="none" width="760" height="8" viewBox="0 0 760 8" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_7098_1687)"> <path d="M330.777 4H634.02" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round" /> <path d="M412.484 4H600.347" stroke="#FF8B87" stroke-width="8" stroke-linecap="round" /> <path d="M658.051 4H757" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round" /> <path d="M695.602 4H719.594" stroke="#FA4D4D" stroke-width="8" stroke-linecap="round" /> <circle cx="755" cy="4" r="4" fill="#008055" /> <path d="M3.50391 4H306.746" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round" /> <circle cx="306.746" cy="4" r="4" fill="#FFBA0A" /> </g> <defs> <clipPath id="clip0_7098_1687"> <rect width="760" height="8" fill="white" /> </clipPath> </defs> </svg> <svg class="m-line-break--svg__mobile o-icon" preserveAspectRatio="none" width="360" height="5" viewBox="0 0 360 5" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_7097_1643)"> <path d="M2.50391 2.5H68.8138" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <circle cx="68.8125" cy="2.50488" r="2.5" fill="#FFBA0A"/> <path d="M81.4062 2.5H147.716" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <path d="M94.0234 2.5H135.103" stroke="#FF8B87" stroke-width="5" stroke-linecap="round"/> <path d="M262.285 2.5H357.48" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <path d="M160.207 2.50488H249.775" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <path d="M187.801 2.50098H225.473" stroke="#FA4D4D" stroke-width="5" stroke-linecap="round"/> <circle cx="166.766" cy="2.50146" r="2.5" fill="#FA4D4D"/> <circle cx="300.406" cy="2.5" r="2.5" fill="#008055"/> </g> <defs> <clipPath id="clip0_7097_1643"> <rect width="360" height="5" fill="white"/> </clipPath> </defs> </svg> </div> </div> </section> <section class="o-section o-section--3 o-section--pt-standard o-section--pb-0 o-section--bg-default o-section--border-none o-section--border-default o-section--border- o-module--simple-cta m-simple-cta"> <div class="o-wrapper" style=""> <h2 class="m-simple-cta__title h2">The Dataset</h2> </div> </section> <section class="o-section o-section--4 o-section--pt-0 o-section--pb-standard o-section--bg-default o-section--border-none o-section--border-default o-module--icon-grid m-icon-grid"> <div class="o-wrapper"> <div class="m-icon-grid__grid m-icon-grid__grid--icon-style-white-box m-icon-grid__grid--desktop-columns-4 m-icon-grid__grid--tablet-columns-2 m-icon-grid__grid--mobile-columns-1"> <div class="m-icon-grid__col"> <div class=" m-icon-grid__box m-icon-grid__box--white"> <img width="235" height="219" src="https://business.yelp.com/wp-content/uploads/2024/11/yelp-reviews-stars-whitespace3-png.webp" class=" m-icon-grid__img" alt="<div><h3 style="color: #e00707; margin-bottom: 10px;">6,990,280</h3> <h4 style="margin-top: 0px;">Reviews</h4></div>" decoding="async" loading="lazy" /> </div> <h3 class="h4 m-icon-grid__col-title"><div><h3 style="color: #e00707; margin-bottom: 10px;">6,990,280</h3> <h4 style="margin-top: 0px;">Reviews</h4></div></h3> </div> <div class="m-icon-grid__col"> <div class=" m-icon-grid__box m-icon-grid__box--white"> <img width="235" height="219" src="https://business.yelp.com/wp-content/uploads/2024/11/business-icon-whitespace-png.webp" class=" m-icon-grid__img" alt="<div><h3 style="color: #e00707; margin-bottom: 10px;">150,346</h3> <h4 style="margin-top: 0px;">Businesses</h4></div>" decoding="async" loading="lazy" /> </div> <h3 class="h4 m-icon-grid__col-title"><div><h3 style="color: #e00707; margin-bottom: 10px;">150,346</h3> <h4 style="margin-top: 0px;">Businesses</h4></div></h3> </div> <div class="m-icon-grid__col"> <div class=" m-icon-grid__box m-icon-grid__box--white"> <img width="235" height="219" src="https://business.yelp.com/wp-content/uploads/2024/11/metropolitan-icon-whitespace-png.webp" class=" m-icon-grid__img" alt="<div><h3 style="color: #e00707; margin-bottom: 10px;">11</h3> <h4 style="margin-top: 0px;">Metropolitan areas</h4></div>" decoding="async" loading="lazy" /> </div> <h3 class="h4 m-icon-grid__col-title"><div><h3 style="color: #e00707; margin-bottom: 10px;">11</h3> <h4 style="margin-top: 0px;">Metropolitan areas</h4></div></h3> </div> <div class="m-icon-grid__col"> <div class=" m-icon-grid__box m-icon-grid__box--white"> <img width="235" height="219" src="https://business.yelp.com/wp-content/uploads/2024/11/pictures-icon-whitespace-png.webp" class=" m-icon-grid__img" alt="<div><h3 style="color: #e00707; margin-bottom: 10px;">200,100</h3> <h4 style="margin-top: 0px;">Pictures</h4></div>" decoding="async" loading="lazy" /> </div> <h3 class="h4 m-icon-grid__col-title"><div><h3 style="color: #e00707; margin-bottom: 10px;">200,100</h3> <h4 style="margin-top: 0px;">Pictures</h4></div></h3> </div> </div> </div> </section> <section class="o-section o-section--pt-0 o-section--pb-0"> <div class="m-line-break m-line-break--svg"> <div class="o-wrapper o-wrapper--default"> <svg class="m-line-break--svg__desktop o-icon" width="1160" height="8" preserveAspectRatio="none" viewBox="0 0 1160 8" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_7097_1625)"> <path d="M4 4H548.961" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round"/> <path d="M573.109 4.00012L953.955 4.00009" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round"/> <path d="M977.996 4.00012L1156 4.00011" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round"/> <path d="M85.4883 4L273.725 3.99998" stroke="#FA4D4D" stroke-width="8" stroke-linecap="round"/> <path d="M723.973 4L781.582 3.99999" stroke="#FA4D4D" stroke-width="8" stroke-linecap="round"/> <circle cx="4" cy="4" r="4" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 949.945 8)" fill="#00BDE3"/> <circle cx="4" cy="4" r="4" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 1152 8)" fill="#008055"/> <circle cx="4" cy="4" r="4" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 534.949 8)" fill="#FFBA0A"/> </g> <defs> <clipPath id="clip0_7097_1625"> <rect width="1160" height="7.9999" fill="white" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 0 8)"/> </clipPath> </defs> </svg> <svg class="m-line-break--svg__tablet o-icon" preserveAspectRatio="none" width="760" height="8" viewBox="0 0 760 8" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_7098_1700)"> <path d="M3.5 4H548.461" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round" /> <path d="M572.609 4L756.98 4" stroke="#E3E3E3" stroke-width="8" stroke-linecap="round" /> <path d="M84.9883 4L273.225 4" stroke="#FA4D4D" stroke-width="8" stroke-linecap="round" /> <path d="M641.742 4H682.094" stroke="#FA4D4D" stroke-width="8" stroke-linecap="round" /> <ellipse cx="755" cy="4" rx="4" ry="4" fill="#00BDE3" /> <ellipse cx="534.449" cy="4" rx="4" ry="4" fill="#FFBA0A" /> </g> <defs> <clipPath id="clip0_7098_1700"> <rect width="760" height="8" fill="white" /> </clipPath> </defs> </svg> <svg class="m-line-break--svg__mobile o-icon" preserveAspectRatio="none" width="360" height="5" viewBox="0 0 360 5" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_7097_1657)"> <path d="M2.52344 2.5H120.916" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <path d="M22.3984 2.5L63.2928 2.5" stroke="#FA4D4D" stroke-width="5" stroke-linecap="round"/> <circle cx="2.5" cy="2.5" r="2.5" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 118.414 5)" fill="#FFBA0A"/> <path d="M133.418 2.5L242.602 2.50001" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <path d="M167.734 2.5L180.25 2.5" stroke="#FA4D4D" stroke-width="5" stroke-linecap="round"/> <circle cx="2.5" cy="2.5" r="2.5" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 215.199 5)" fill="#00BDE3"/> <path d="M255.137 2.5L357.496 2.50001" stroke="#E3E3E3" stroke-width="5" stroke-linecap="round"/> <circle cx="2.5" cy="2.5" r="2.5" transform="matrix(1 -8.74228e-08 -8.74228e-08 -1 307.711 5)" fill="#008055"/> </g> <defs> <clipPath id="clip0_7097_1657"> <rect width="360" height="5" fill="white"/> </clipPath> </defs> </svg> </div> </div> </section> <section class="o-section o-section--6 o-section--pt-standard o-section--pb-0 o-section--bg-default o-section--border-none o-section--border-default o-module--standard-content m-standard-content"> <div class="o-wrapper"> <div class="m-standard-content__content s-standard-content s-wp-content"> <h2 style="text-align: center;">Download</h2> </div> </div> </section> <section class="o-section o-section--7 o-section--pt-standard o-section--pb-4 o-section--bg-default o-section--border-none o-section--border-default o-module--text-split o-module--vertical-top m-text-split"> <div class="o-wrapper"> <div class="m-text-split__grid"> <div class="m-text-split__left"> <div class="m-text-split__content-wrapper default"> <div class="m-text-split__content s-standard-content"><p style="text-align: left;">This download contains 1 compressed TAR file (4.35 GB). Uncompressed it contains 1 PDF and 5 JSON files (8.65 GB). Documentation is included.</p> </div> </div> </div> <div class="m-text-split__right"> <div class="m-text-split__content-wrapper default"> <div class="m-text-split__content s-standard-content"><p style="text-align: center;"><a class="c-button c-button--red" href="https://business.yelp.com/external-assets/files/Yelp-JSON.zip" target="_blank" rel="noopener">Download JSON</a></p> </div> </div> </div> </div> </div> </section> <section class="o-section o-section--8 o-section--pt-0 o-section--pb-0 o-section--bg-default o-section--border-none o-section--border-default o-module--standard-content m-standard-content"> <div class="o-wrapper"> <div class="m-standard-content__content s-standard-content s-wp-content"> <p><img loading="lazy" decoding="async" class="aligncenter size-full wp-image-785315" role="img" src="https://business.yelp.com/wp-content/uploads/2024/11/download-icon.svg" alt="" width="137" height="123" /></p> </div> </div> </section> <section class="o-section o-section--9 o-section--pt-4 o-section--pb-standard o-section--bg-default o-section--border-none o-section--border-default o-module--text-split o-module--vertical-top m-text-split"> <div class="o-wrapper"> <div class="m-text-split__grid"> <div class="m-text-split__left"> <div class="m-text-split__content-wrapper default"> <div class="m-text-split__content s-standard-content"><p style="text-align: left;">This download contains one compressed TAR file (7.45 GB). Uncompressed it contains 1 JSON file, 1 text file, 1 PDF and 1 folder containing 200,000 photos (7.11 GB). Documentation is included.</p> </div> </div> </div> <div class="m-text-split__right"> <div class="m-text-split__content-wrapper default"> <div class="m-text-split__content s-standard-content"><p style="text-align: center;"><a class="c-button c-button--red" href="https://business.yelp.com/external-assets/files/Yelp-Photos.zip" target="_blank" rel="noopener">Download photos</a></p> </div> </div> </div> </div> </div> </section> <section class="o-section o-section--10 o-section--pt-standard o-section--pb-standard o-section--bg-default o-section--border-none o-section--border-default o-section--wrapper-full o-section--hide-on-mobile o-section--hide-on-desktop o-module--card-grid m-card-grid"> <div class="o-wrapper"> <h2 class="m-card-grid__title h2"> The Dataset </h2> <div class="m-card-grid__cards m-card-grid__cards--center m-card-grid__cards--3"> <div class="c-grid-card c-grid-card--left u-border-card"> <div class="c-grid-card__description s-standard-content"> <p style="text-align: center;"><img loading="lazy" decoding="async" style="display: inline;" src="https://business.yelp.com/wp-content/uploads/2025/01/DataMonet_Message.gif" alt="icon" width="120" height="120" /></p> <div> <h3 style="color: #e00707; margin-bottom: 10px; text-align: center;">200,100</h3> <h4 style="margin-top: 0px; text-align: center;">Pictures</h4> </div> </div> <div class="c-grid-card__buttons"> </div> </div> <div class="c-grid-card c-grid-card--left u-border-card"> <div class="c-grid-card__description s-standard-content"> <p style="text-align: center;"><img loading="lazy" decoding="async" style="display: inline;" src="https://business.yelp.com/wp-content/uploads/2025/01/DataMonet_Message.gif" alt="icon" width="120" height="120" /></p> <div> <h3 style="color: #e00707; margin-bottom: 10px; text-align: center;">200,100</h3> <h4 style="margin-top: 0px; text-align: center;">Pictures</h4> </div> </div> <div class="c-grid-card__buttons"> </div> </div> <div class="c-grid-card c-grid-card--left u-border-card"> <div class="c-grid-card__description s-standard-content"> <p style="text-align: center;"><img loading="lazy" decoding="async" style="display: inline;" src="https://business.yelp.com/wp-content/uploads/2025/01/DataMonet_Message.gif" alt="icon" width="120" height="120" /></p> <div> <h3 style="color: #e00707; margin-bottom: 10px; text-align: center;">200,100</h3> <h4 style="margin-top: 0px; text-align: center;">Pictures</h4> </div> </div> <div class="c-grid-card__buttons"> </div> </div> <div class="c-grid-card c-grid-card--left u-border-card"> <div class="c-grid-card__description s-standard-content"> <p style="text-align: center;"><img loading="lazy" decoding="async" style="display: inline;" src="https://business.yelp.com/wp-content/uploads/2025/01/DataMonet_Message.gif" alt="icon" width="120" height="120" /></p> <div> <h3 style="color: #e00707; margin-bottom: 10px; text-align: center;">200,100</h3> <h4 style="margin-top: 0px; text-align: center;">Pictures</h4> </div> </div> <div class="c-grid-card__buttons"> </div> </div> </div> <div class="m-card-grid__buttons m-card-grid__buttons--no-text-above"> </div> </div> </section> </article> </main> <footer class="c-site-footer js-site-footer"> <div class="o-wrapper"> <div class="c-site-footer__columns"> <div class="c-site-footer__column"> <div class="c-site-footer__menu-wrapper js-site-footer-menu-wrapper" data-menu-location="data_footer_navigation_1a"> <p class="c-site-footer__menu-name h6 js-site-footer-menu-name"> Products </p> <ul id="menu-data-products" class="c-site-footer__menu menu"><li id="menu-item-789200" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-789200"><a href="https://business.yelp.com/data/products/fusion/">B2C Yelp Data API</a></li> <li id="menu-item-789198" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-789198"><a href="https://business.yelp.com/data/products/fusion-insights/">B2B Yelp Data API</a></li> <li id="menu-item-789199" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-789199"><a href="https://business.yelp.com/data/products/fusion-ai/">Yelp Conversational AI API</a></li> </ul> </div> </div><div class="c-site-footer__column"></div><div class="c-site-footer__column"> <div class="c-site-footer__app-promo"> <h3 class="c-site-footer__menu-name h6 js-site-footer-menu-name">Download our app</h3> <p style="margin-top: 20px;">Go mobile with the <a href="/business-mobile-app/" >Yelp for Business app</a> for iOS and Android.</p> </div> </div> </div> <div class="c-site-footer__bottom"> <p>Yelp, <svg version="1.1" class="c-site-footer__yelp-icon o-icon" xmlns="http://www.w3.org/2000/svg" x="0" y="0" width="52" height="27" viewBox="0 0 52 27" xml:space="preserve"><style>.st0{fill:#ff1a1a}</style><path class="st0" d="M42.1 15.2l.8-.2h.1c.2-.1.4-.2.6-.4.1-.2.2-.5.1-.7 0-.1-.1-.2-.1-.3l-.3-.3c-.2-.1-.3-.2-.5-.2l-.9-.3c-.5-.2-1-.4-1.6-.6l-.9-.3h-.1c-.2-.1-.5-.1-.7-.1-.1 0-.2 0-.3.1-.1 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today","link":null,"mobile_alt":""},{"template_location":["s-domain--local-business .m-homepage-hero__content"],"type":"text","text":"<ul>\r\n \t<li>Get 2.5x more leads*<\/li>\r\n \t<li>Prominent ad display on search and competitors' pages<\/li>\r\n \t<li>Target by location & keyword<\/li>\r\n \t<li>Cancel anytime<\/li>\r\n<\/ul>\r\n<p class=\"u-font-size-medium\"><strong>Start Yelp Ads today and get $300 in free credit**\r\n<\/strong>\r\n<\/p>\r\n<a style=\"text-decoration: underline; color: gray;\" href=\"#terms\">Click here for offer terms.<\/a>\r\n\r\n","link":null,"mobile_alt":""},{"template_location":["s-domain--local-business .m-homepage-hero__buttons .c-button c-button--primary"],"type":"link","text":"","link":{"title":"Start Yelp Ads","url":"https:\/\/biz.yelp.com\/ads\/?utm_medium=y4bweb&utm_source=y4b-home&utm_content=start-advertising-hero-btn&utm_campaign=ad-start-y4bweb","target":"_blank"},"mobile_alt":""},{"template_location":["s-domain--local-business 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Subject to Yelp\u2019s <a href=\"https:\/\/biz.yelp.com\/master_advertising_terms_us\" target=\"_blank\" rel=\"noopener\">Master Advertising Terms<\/a>.","link":null,"mobile_alt":""}]},"specificity":0},"3":{"the_rule":{"is_logged_in":["0","1"],"has_claimed":["1"],"advertiser_status":["0"],"specific_pages":[1178],"global_override":true},"the_changes":{"changes":[{"template_location":[".s-domain--local-business .c-site-header__buttons .c-button--primary"],"type":"link","text":"","link":{"title":"Start advertising","url":"https:\/\/biz.yelp.com\/ads\/?utm_medium=y4bweb&utm_source=cna-personalized-page&utm_content=start-advertising-header-btn&utm_campaign=ad-start-y4bweb","target":"_blank"},"mobile_alt":""},{"template_location":[".s-domain--local-business .c-navigation-primary__mobile-cta .c-button--primary"],"type":"link","text":"","link":{"title":"Start Yelp Ads","url":"https:\/\/biz.yelp.com\/ads\/?utm_medium=y4bweb&utm_source=cna-personalized-page&utm_content=start-advertising-header-btn&utm_campaign=ad-start-y4bweb","target":"_blank"},"mobile_alt":""}]},"specificity":5}},"cookie_name":"bui"}; /* ]]> */ </script> <script type="text/javascript" src="https://business.yelp.com/wp-content/plugins/clicky-dynamic-ctas/build/js/production.min.js?ver=1.1.4" id="dynamic-cta-js"></script> </html>

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