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15w5tr6">.css-15w5tr6{font-size:1rem;padding:0.25rem;-webkit-transform:translateX(0.25rem);-moz-transform:translateX(0.25rem);-ms-transform:translateX(0.25rem);transform:translateX(0.25rem);}</style><style data-emotion="css 1vfs8c2">.css-1vfs8c2{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;padding:0.5rem 1rem;font-size:0.875rem;font-weight:400;border-radius:3px;font-family:var(--primary-font-family);line-height:1;cursor:pointer;border:1px solid transparent;transition-duration:0.15s;transition-property:color,background;transition-timing-function:ease-out;white-space:nowrap;-webkit-text-decoration:none;text-decoration:none;color:var(--button-outline-color);background:transparent;font-size:0.625rem;padding:0.375rem 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name="/docs/nrql/get-started/introduction-nrql-how-nrql-works/" href="/docs/nrql/get-started/introduction-nrql-how-nrql-works/"><div><span class="css-82a6rk">How to query with NRQL</span></div></a></div><div data-flip-config="{&quot;translate&quot;:true}" data-flip-id="nrql,nrql-charts-and-dashboards" data-portal-key="portal" class="css-62a6bj"><a class="css-4pg4xz" name="/docs/nrql/get-started/charts-and-dashboards-with-nrql/" href="/docs/nrql/get-started/charts-and-dashboards-with-nrql/"><div><span class="css-82a6rk">NRQL charts and dashboards</span></div></a></div><div data-flip-config="{&quot;translate&quot;:true}" data-flip-id="nrql,nrql-syntax" data-portal-key="portal" class="css-62a6bj"><a class="css-4pg4xz" name="/docs/nrql/nrql-syntax-clauses-functions/" href="/docs/nrql/nrql-syntax-clauses-functions/"><div><span class="css-82a6rk">NRQL syntax</span></div></a></div><div data-flip-config="{&quot;translate&quot;:true}" data-flip-id="nrql,nrql-tutorials" data-portal-key="portal" class="css-62a6bj"><div instrumentation="[object Object]" class="css-4pg4xz" name=""><div><span class="css-82a6rk">NRQL tutorials</span></div><button class="css-1vfs8c2 e132irl20"><svg viewBox="0 0 24 24" class="css-1tyf2qy" xmlns="http://www.w3.org/2000/svg"><polyline points="6 9 12 15 18 9"></polyline></svg></button></div></div><div data-flip-config="{&quot;translate&quot;:true}" data-flip-id="nrql,nrql-querying" data-portal-key="portal" class="css-62a6bj"><div instrumentation="[object Object]" class="css-4pg4xz" name=""><div><span class="css-82a6rk">NRQL querying</span></div><button class="css-1vfs8c2 e132irl20"><svg viewBox="0 0 24 24" class="css-1tyf2qy" xmlns="http://www.w3.org/2000/svg"><polyline points="6 9 12 15 18 9"></polyline></svg></button></div></div><div data-flip-config="{&quot;translate&quot;:true}" data-flip-id="nrql,nrql-examples" data-portal-key="portal" class="css-62a6bj"><div instrumentation="[object Object]" class="css-4pg4xz" name=""><div><span 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ease;}.css-kocmdw.main-transition-enter-done{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;}.css-kocmdw.main-transition-exit{-webkit-translate:-50px;-moz-translate:-50px;-ms-translate:-50px;translate:-50px;}.css-kocmdw.main-transition-exit-active{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;-webkit-transition:300ms translate ease;transition:300ms translate ease;}.css-kocmdw.main-transition-exit-done{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;}</style><style data-emotion="css ig5oi2">.css-ig5oi2{grid-area:main;padding:var(--site-content-padding);max-width:var(--site-max-width);margin:0 auto;width:100%;display:block;position:relative;padding-top:2.75rem;}@media screen and (max-width: 1000px){.css-ig5oi2{padding:1.5rem;}}@media (min-width: 1241px){.css-ig5oi2{padding-right:1.5rem;}}.css-ig5oi2.main-transition-enter{-webkit-translate:50px;-moz-translate:50px;-ms-translate:50px;translate:50px;}.css-ig5oi2.main-transition-enter-active{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;-webkit-transition:300ms translate ease;transition:300ms translate ease;}.css-ig5oi2.main-transition-enter-done{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;}.css-ig5oi2.main-transition-exit{-webkit-translate:-50px;-moz-translate:-50px;-ms-translate:-50px;translate:-50px;}.css-ig5oi2.main-transition-exit-active{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;-webkit-transition:300ms translate ease;transition:300ms translate ease;}.css-ig5oi2.main-transition-exit-done{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;}</style><main class="css-ig5oi2"><style data-emotion="css 1qbq6n">.css-1qbq6n{display:grid;grid-template-areas:'mt-disclaimer page-tools' 'page-title page-tools' 'content page-tools';grid-template-columns:minmax(0, 1fr) 12.8125rem;grid-column-gap:5rem;}.css-1qbq6n iframe{max-width:100%;}@media screen and (max-width: 1240px){.css-1qbq6n{grid-template-areas:'mt-disclaimer' 'page-title' 'content';grid-template-columns:minmax(0, 1fr);}}</style><div class="css-1qbq6n"><style data-emotion="css v50zng">.css-v50zng{grid-area:page-title;}.css-v50zng::before{content:'';display:block;margin-top:-5px;}</style><h1 class="css-v50zng">Get started with NRQL: the language of data</h1><style data-emotion="css 1sxg93g">.css-1sxg93g{grid-area:content;}</style><article data-swiftype-name="body" data-swiftype-type="text" class="css-1sxg93g"><style data-emotion="css 12dd90h">.css-12dd90h{--block-element-spacing:1.5rem;--text-spacing:var(--paragraph-spacing);}.css-12dd90h >*:first-of-type{margin-top:0;}.css-12dd90h ul,.css-12dd90h ol{counter-reset:listitem;}.css-12dd90h ul:not(:last-child),.css-12dd90h ol:not(:last-child){margin-bottom:var(--text-spacing);}.css-12dd90h ul li p:last-of-type,.css-12dd90h ol li p:last-of-type{margin-bottom:0;}.css-12dd90h ol>li{counter-increment:listitem 1;list-style-type:none;position:relative;}.css-12dd90h ol>li::before{background:var(--border-color);border-radius:50%;color:var(--system-text-primary);content:counter(listitem);font-size:12px;font-weight:600;height:10px;left:-28px;line-height:10px;padding:5px 0;position:absolute;text-align:center;top:6px;width:20px;}.css-12dd90h ol>li code{line-height:1.5;}.css-12dd90h blockquote:not(:last-child){margin-bottom:var(--block-element-spacing);}.css-12dd90h figcaption{margin-bottom:var(--text-spacing);}.css-12dd90h h2:not(:first-of-type){margin-top:2rem;}.css-12dd90h h3:not(:first-of-type),.css-12dd90h h4:not(:first-of-type){margin-top:1.5rem;}.css-12dd90h h2+h3{margin-top:1rem!important;}.css-12dd90h h3+h4{margin-top:1rem!important;}</style><div class="css-12dd90h"><p>The New Relic Query Language (NRQL) is a powerful tool you can use to <a href="/docs/using-new-relic/data/understand-data/query-new-relic-data/">query</a> and understand nearly any type of data, but it can seem overwhelming at first glance. Don&#x27;t worry! Here&#x27;s some information to give you a foundational understanding of NRQL, including what it is, how to use it, and some tips and tricks that will help you get the most out of your queries. Once you&#x27;ve learned about NRQL, you can capture and interpret your data, letting you break down the big picture into easily understandable pieces and helping you identify problems as they occur.</p><p>Here&#x27;s a quick video to help introduce you to using NRQL by showing you how to find a query from a <a href="/docs/query-your-data/explore-query-data/dashboards/introduction-dashboards/">dashboard</a> and modify it in the <a href="/docs/query-your-data/explore-query-data/query-builder/introduction-query-builder/">query builder</a>. For more detailed information on querying, including a listing of clauses, functions, and example queries, see our <a href="/docs/query-your-data/nrql-new-relic-query-language/get-started/nrql-syntax-clauses-functions/">NRQL reference</a>.</p><style data-emotion="css 1r12iee">.css-1r12iee:not(:last-child){margin-bottom:var(--block-element-spacing);}</style><style data-emotion="css anponb">.css-anponb:not(:last-child){margin-bottom:var(--block-element-spacing);}</style><div class="css-anponb"><style data-emotion="css avyynb">.css-avyynb{position:relative;padding-top:56.25%;height:0;}</style><div class="css-avyynb"><style data-emotion="css 1b4920d">.css-1b4920d{position:absolute;top:0;left:0;width:100%;height:100%;}</style><iframe src="//www.youtube.com/embed/ad6hZPHAsME?modestbranding=1" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" frameBorder="0" allowfullscreen="" class="css-1b4920d"></iframe></div></div><h2 id="what-is-nrql" style="position:relative">What is NRQL?<style data-emotion="css 21sua1">.css-21sua1{background:none;border:none;width:0;padding:0;}</style><button type="button" name="copy header link" class="css-21sua1 e1daml4q1"><a href="#what-is-nrql" aria-label="what is nrql permalink" class="anchor after"><svg xmlns="http://www.w3.org/2000/svg" focusable="false" width="1rem" height="1rem" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></button></h2><p>NRQL is an acronym of New Relic query language. It&#x27;s a query language similar to ANSI SQL (<a href="/docs/query-your-data/nrql-new-relic-query-language/get-started/introduction-nrql-how-nrql-works/#syntax">see the syntax</a>), and you can use it to retrieve detailed New Relic data to get insight into your applications, hosts, and business-important activity. NRQL can help you:</p><ul><li>Create a new chart</li><li>Answer a specific question for the purpose of troubleshooting or business analysis</li><li>Set up <a href="/docs/alerts-applied-intelligence/new-relic-alerts/alert-conditions/create-nrql-alert-conditions/">NRQL-based alerts</a> (our primary and most powerful type of alert)</li><li>Make API queries of New Relic data (for example, using our <a href="/docs/apis/graphql-api/tutorials/nerdgraph-graphiql-nrql-tutorial/">NerdGraph</a> API)</li></ul><p>You can use NRQL to create simple queries, such as fetching rows of data in a raw tabular form that gives insight on individual events. You can also use NRQL to run powerful calculations on the data before it&#x27;s presented to you, such as crafting funnels based on how end users interact with your site or application.</p><p>We use NRQL behind the scenes to generate many of the charts and dashboards in our curated UI experiences:</p><span style="position:relative;display:block;text-align:center;margin:1em 0"><a href="/images/queries-nrql_screenshot-crop_view-query-for-chart.webp" target="_blank" rel="noreferrer" style="display:inline-block"><img width="auto" src="/images/queries-nrql_screenshot-crop_view-query-for-chart.webp" alt="A screenshot of a NRQL query chart" title="new-relic-view-chart-nrql-query.png" style="border-radius:0.25rem;max-width:100%;margin:0 0.25rem" loading="lazy"/></a></span><figcaption><p>We build many of the charts and visualizations within New Relic using NRQL. You can view a chart&#x27;s query and then edit it to make your own custom chart as a quick way to get started using NRQL.</p></figcaption><h2 id="where" style="position:relative">Where can you use NRQL? <button type="button" name="copy header link" class="css-21sua1 e1daml4q1"><a href="#where" aria-label="where permalink" class="anchor after"><svg xmlns="http://www.w3.org/2000/svg" focusable="false" width="1rem" height="1rem" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></button></h2><p>You can use NRQL across the platform to access your data. Those places include:</p><style data-emotion="css 10m5lzu">.css-10m5lzu >*:not(:last-child){margin-bottom:0.5rem;}.css-10m5lzu:not(:last-child){margin-bottom:var(--block-element-spacing);}</style><div class="css-10m5lzu"><style data-emotion="css 1iqeurl">.css-1iqeurl{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;border-radius:3px;border:1px solid var(--border-color);box-shadow:var(--shadow-1);}.dark-mode .css-1iqeurl{box-shadow:var(--shadow-2);}</style><div class="css-1iqeurl"><style data-emotion="css 1opn34h">.css-1opn34h{--color-transition-duration:0.3s;--color-transition-easing:ease-out;cursor:pointer;padding:0.75rem;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-transition:background var(--color-transition-duration) var(--color-transition-easing);transition:background var(--color-transition-duration) var(--color-transition-easing);border:none;background:transparent;}.css-1opn34h code{-webkit-transition:background var(--color-transition-duration) var(--color-transition-easing);transition:background var(--color-transition-duration) var(--color-transition-easing);}.css-1opn34h:hover,.css-1opn34h:focus{background:var(--primary-hover-color);outline:none;}.css-1opn34h:hover .anchor svg,.css-1opn34h:focus .anchor svg{opacity:1;}</style><button type="button" class="css-1opn34h"><style data-emotion="css 1d1yxde">.css-1d1yxde{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-flex:1;-ms-flex:1;flex:1;position:relative;font-size:1rem;margin-top:0;margin-bottom:0;text-align:left;}</style><h5 id="query-builder-nrql-intro" class="css-1d1yxde"><span>The query builder</span><style data-emotion="css vk52vh">.css-vk52vh{margin-left:0.5rem;position:relative;}</style><a href="#query-builder-nrql-intro" class="anchor css-vk52vh"><style data-emotion="css 1o9hz83">.css-1o9hz83{display:block;color:inherit!important;}</style><style data-emotion="css si0spv">.css-si0spv{fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;display:block;color:inherit!important;}</style><style data-emotion="css 1rt4bl8">.css-1rt4bl8{width:1em;height:1em;fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;display:block;color:inherit!important;}</style><svg viewBox="0 0 24 24" class="css-1rt4bl8" xmlns="http://www.w3.org/2000/svg"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></h5><style data-emotion="css omjdkx">.css-omjdkx{margin-left:auto;-webkit-transition:-webkit-transform 0.6s ease,color var(--color-transition-duration) var(--color-transition-easing);transition:transform 0.6s ease,color var(--color-transition-duration) var(--color-transition-easing);color:var(--secondary-text-color);}</style><style data-emotion="css 1ucc14q">.css-1ucc14q{fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;margin-left:auto;-webkit-transition:-webkit-transform 0.6s ease,color var(--color-transition-duration) var(--color-transition-easing);transition:transform 0.6s ease,color var(--color-transition-duration) var(--color-transition-easing);color:var(--secondary-text-color);}</style><style data-emotion="css pbzsfr">.css-pbzsfr{width:1rem;height:1rem;fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;margin-left:auto;-webkit-transition:-webkit-transform 0.6s ease,color var(--color-transition-duration) var(--color-transition-easing);transition:transform 0.6s ease,color var(--color-transition-duration) var(--color-transition-easing);color:var(--secondary-text-color);}</style><svg viewBox="0 0 24 24" class="css-pbzsfr" xmlns="http://www.w3.org/2000/svg"><polyline points="6 9 12 15 18 9"></polyline></svg></button><style data-emotion="css d3v9zr">.css-d3v9zr{overflow:hidden;}</style><div style="height:0" class="css-d3v9zr"><style data-emotion="css 1ofyns">.css-1ofyns{border-top:1px solid var(--border-color);padding:1rem;}</style><div aria-hidden="true" class="css-1ofyns"><span style="position:relative;display:block;text-align:center;margin:1em 0"><a href="/images/queries-nrql_screenshot-crop_nrql-example-timeseries.webp" target="_blank" rel="noreferrer" style="display:inline-block"><img width="auto" src="/images/queries-nrql_screenshot-crop_nrql-example-timeseries.webp" alt="A screenshot showing the query builder" title="Query builder example" style="border-radius:0.25rem;max-width:100%;margin:0 0.25rem" loading="lazy"/></a></span><figcaption><p><strong><a href="https://one.newrelic.com/all-capabilities" target="_blank" rel="noopener">one.newrelic.com &gt; All capabilities<style data-emotion="css 1p7qkn8">.css-1p7qkn8{margin-left:0.25rem;position:relative;top:-1px;}</style><style data-emotion="css 1vugbg2">.css-1vugbg2{fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;margin-left:0.25rem;position:relative;top:-1px;}</style><style data-emotion="css 1yhl729">.css-1yhl729{width:1em;height:1em;fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;margin-left:0.25rem;position:relative;top:-1px;}</style><svg viewBox="0 0 24 24" class="css-1yhl729" xmlns="http://www.w3.org/2000/svg"><path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"></path><polyline points="15 3 21 3 21 9"></polyline><line x1="10" y1="14" x2="21" y2="3"></line></svg></a> &gt; Query your data</strong></p></figcaption><p>You can run a NRQL query in the <a href="/docs/chart-builder/use-chart-builder/get-started/introduction-chart-builder/">query builder</a> within <a href="/docs/new-relic-one/use-new-relic-one/get-started/introduction-new-relic-one/">the platform</a>. This NRQL query shows a count of <a href="/docs/understand-dependencies/distributed-tracing/get-started/introduction-distributed-tracing/">distributed tracing</a> spans faceted by their entity names.</p></div></div></div><div class="css-1iqeurl"><button type="button" class="css-1opn34h"><h5 id="nrql-console-nrql-intro" class="css-1d1yxde"><span>The NRQL console</span><a href="#nrql-console-nrql-intro" class="anchor css-vk52vh"><svg viewBox="0 0 24 24" class="css-1rt4bl8" xmlns="http://www.w3.org/2000/svg"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></h5><svg viewBox="0 0 24 24" class="css-pbzsfr" xmlns="http://www.w3.org/2000/svg"><polyline points="6 9 12 15 18 9"></polyline></svg></button><div style="height:0" class="css-d3v9zr"><div aria-hidden="true" class="css-1ofyns"><span style="position:relative;display:block;text-align:center;margin:1em 0"><a href="/images/queriesNrql_screenshot-full_nrql-console.webp" target="_blank" rel="noreferrer" style="display:inline-block"><img width="auto" src="/images/queriesNrql_screenshot-full_nrql-console.webp" alt="A screenshot showing the NRQL console" title="NRQL console example" style="border-radius:0.25rem;max-width:100%;margin:0 0.25rem" loading="lazy"/></a></span><figcaption><p><strong><a href="https://one.newrelic.com/" target="_blank" rel="noopener">one.newrelic.com<svg viewBox="0 0 24 24" class="css-1yhl729" xmlns="http://www.w3.org/2000/svg"><path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"></path><polyline points="15 3 21 3 21 9"></polyline><line x1="10" y1="14" x2="21" y2="3"></line></svg></a> &gt; User profile &gt; NRQL console &gt; Show</strong></p></figcaption><p>You can run a NRQL query from anywhere within New Relic using the <a href="/docs/query-your-data/explore-query-data/query-builder/introduction-query-builder/#query-from-anywhere">NRQL console</a>. This allows you to quickly query your data without leaving your current screen.</p></div></div></div><div class="css-1iqeurl"><button type="button" class="css-1opn34h"><h5 id="nrql-alerts-nrql-intro" class="css-1d1yxde"><span>NRQL-based alerts</span><a href="#nrql-alerts-nrql-intro" class="anchor css-vk52vh"><svg viewBox="0 0 24 24" class="css-1rt4bl8" xmlns="http://www.w3.org/2000/svg"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></h5><svg viewBox="0 0 24 24" class="css-pbzsfr" xmlns="http://www.w3.org/2000/svg"><polyline points="6 9 12 15 18 9"></polyline></svg></button><div style="height:0" class="css-d3v9zr"><div aria-hidden="true" class="css-1ofyns"><span style="position:relative;display:block;text-align:center;margin:1em 0"><a href="/images/nr1_nrql_alert_conditions.webp" target="_blank" rel="noreferrer" style="display:inline-block"><img width="auto" src="/images/nr1_nrql_alert_conditions.webp" alt="A screenshot of a NRQL condition alert" title="NRQL condition alert and generated results" style="border-radius:0.25rem;max-width:100%;margin:0 0.25rem" loading="lazy"/></a></span><figcaption><p><strong><a href="https://one.newrelic.com/all-capabilities" target="_blank" rel="noopener">one.newrelic.com &gt; All capabilities<svg viewBox="0 0 24 24" class="css-1yhl729" xmlns="http://www.w3.org/2000/svg"><path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"></path><polyline points="15 3 21 3 21 9"></polyline><line x1="10" y1="14" x2="21" y2="3"></line></svg></a> &gt; Alerts &gt; Alert conditions (Policies) &gt; (select a policy) &gt; Add a condition</strong>. Click <strong>NRQL</strong>, and then <strong>Next, define thresholds</strong>.</p></figcaption><p>You can use NRQL to build <a href="/docs/alerts-applied-intelligence/new-relic-alerts/alert-conditions/create-nrql-alert-conditions/">NRQL-based alerts</a>, our primary and most powerful alert type. This will help to notify you of issues and help you address them in a timely fashion.</p></div></div></div><div class="css-1iqeurl"><button type="button" class="css-1opn34h"><h5 id="nerdgraph-api-nrql-intro" class="css-1d1yxde"><span>NerdGraph API</span><a href="#nerdgraph-api-nrql-intro" class="anchor css-vk52vh"><svg viewBox="0 0 24 24" class="css-1rt4bl8" xmlns="http://www.w3.org/2000/svg"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></h5><svg viewBox="0 0 24 24" class="css-pbzsfr" xmlns="http://www.w3.org/2000/svg"><polyline points="6 9 12 15 18 9"></polyline></svg></button><div style="height:0" class="css-d3v9zr"><div aria-hidden="true" class="css-1ofyns"><span style="position:relative;display:block;text-align:center;margin:1em 0"><a href="/images/apis-and-data_screenshot-crop_NerdGraph-internal-docs.webp" target="_blank" rel="noreferrer" style="display:inline-block"><img width="auto" src="/images/apis-and-data_screenshot-crop_NerdGraph-internal-docs.webp" alt="A screenshot of the Nerdgraph API" title="Nerdgraph API example" style="border-radius:0.25rem;max-width:100%;margin:0 0.25rem" loading="lazy"/></a></span><p>You can also use NRQL with our <a href="/docs/apis/graphql-api/tutorials/nerdgraph-graphiql-nrql-tutorial/">NerdGraph API</a>. This gives you more powerful features than querying in the UI (for example, <a href="/docs/apis/nerdgraph/examples/nerdgraph-nrql-tutorial/#cross-account-query">cross-account querying</a>, and <a href="/docs/apis/nerdgraph/examples/async-queries-nrql-tutorial/">asynchronous queries</a>).</p></div></div></div></div><style data-emotion="css 1cnef7x">.css-1cnef7x{padding:1.25rem;border-radius:0.25rem;border:1px solid;border-left-width:6px;color:var(--primary-text-color);border-color:var(--attention-notification-announcement);background:var(--callout-tip-background-color);}.css-1cnef7x:not(:last-child){margin-bottom:var(--block-element-spacing);}</style><div class="css-1cnef7x"><style data-emotion="css 1bsdgx8">.css-1bsdgx8{font-size:0.75rem!important;text-transform:uppercase;margin-top:0!important;color:var(--attention-notification-announcement);}</style><h4 class="css-1bsdgx8">Tip</h4><p>NRQL is one of several ways to query New Relic data. For more on all query options, see <a href="/docs/using-new-relic/data/understand-data/query-new-relic-data/">Query your data</a>.</p></div><h2 id="nrql-rules" style="position:relative">How is NRQL structured? <button type="button" name="copy header link" class="css-21sua1 e1daml4q1"><a href="#nrql-rules" aria-label="nrql rules permalink" class="anchor after"><svg xmlns="http://www.w3.org/2000/svg" focusable="false" width="1rem" height="1rem" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></button></h2><p>If you&#x27;re already familiar with writing SQL queries, you&#x27;ll be happy to know that NRQL has a lot of similarities. Here&#x27;s a quick breakdown of the structure of a NRQL query:</p><div class="css-1r12iee"><style data-emotion="css zjb7k1">.css-zjb7k1{background:var(--code-console-background-main);border-radius:4px;}.css-zjb7k1 a{color:var(--system-text-primary-dark);}</style><div class="css-zjb7k1"><style data-emotion="css 1f2e4yf">.css-1f2e4yf{max-height:26em;overflow:auto;}</style><div class="codeblock css-1f2e4yf"><style data-emotion="css wi41uh">.css-wi41uh{color:var(--code-console-text-primary);font-family:var(--code-font);font-size:0.75rem;display:block;overflow:auto;white-space:pre;word-spacing:normal;word-break:normal;tab-size:2;-webkit-hyphens:none;-moz-hyphens:none;-ms-hyphens:none;hyphens:none;text-shadow:none;padding:1rem;}</style><pre data-language="sql" class="css-wi41uh"><style data-emotion="css 1y7m3gp">.css-1y7m3gp{width:100%;padding:0;background:none;}.css-1y7m3gp var,.css-1y7m3gp mark{font-size:inherit;padding:0.125rem;}.css-1y7m3gp var{background:var(--color-selection);color:inherit;}.css-1y7m3gp a:hover var{background:var(--color-selection);}.css-1y7m3gp mark{color:var(--color-black)!important;}.css-1y7m3gp mark var{color:var(--system-text-secondary-inverted-light);}</style><code class="css-1y7m3gp"><a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#state-select">SELECT</a> <a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#functions">function(attribute)</a> [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-as">AS</a> &#x27;label&#x27;][, ...] <a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-from">FROM</a> data type [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-where">WHERE</a> attribute [comparison] [AND|OR ...]][AS &#x27;label&#x27;][, ...] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-facet">FACET</a> attribute | function(attribute)] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-limit">LIMIT</a> number] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-since">SINCE</a> time] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-until">UNTIL</a> time] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-timezone">WITH TIMEZONE</a> timezone] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-compare">COMPARE WITH</a> time] [<a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#sel-timeseries">TIMESERIES</a> time]</code></pre></div><style data-emotion="css 1jc93v0">.css-1jc93v0{color:var(--color-comment);display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;background:var(--color-background);border-bottom-left-radius:4px;border-bottom-right-radius:4px;padding:0 1rem;font-size:0.75rem;}</style><div class="css-1jc93v0"><style data-emotion="css o1p83e">.css-o1p83e{font-family:var(--code-font);white-space:nowrap;overflow:hidden;padding-right:0.5rem;}</style><div class="css-o1p83e"></div><style data-emotion="css 1lew2i0">.css-1lew2i0{white-space:nowrap;color:var(--system-text-primary-dark);}</style><style data-emotion="css 1ikc4qe">.css-1ikc4qe{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;padding:0.5rem 1rem;font-size:0.875rem;font-weight:400;border-radius:3px;font-family:var(--primary-font-family);line-height:1;cursor:pointer;border:1px solid transparent;transition-duration:0.15s;transition-property:color,background;transition-timing-function:ease-out;white-space:nowrap;-webkit-text-decoration:none;text-decoration:none;color:var(--link-color);background:transparent;font-size:0.75rem;white-space:nowrap;color:var(--system-text-primary-dark);}</style><button type="button" class="css-1ikc4qe e132irl20"><style data-emotion="css u7ytkp">.css-u7ytkp{margin-right:0.5rem;}</style><style data-emotion="css 1bnfg05">.css-1bnfg05{fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;margin-right:0.5rem;}</style><style data-emotion="css 668d8b">.css-668d8b{width:1em;height:1em;fill:none;stroke:currentColor;stroke-width:2;stroke-linecap:round;stroke-linejoin:round;margin-right:0.5rem;}</style><svg viewBox="0 0 24 24" class="css-668d8b" xmlns="http://www.w3.org/2000/svg"><rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect><path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path></svg>Copy</button></div></div></div><p>Here are the rules that NRQL follows:</p><style data-emotion="css 1auewn4">.css-1auewn4{width:100%;overflow-x:auto;}.css-1auewn4:not(:last-child){margin-bottom:var(--block-element-spacing);}</style><div class="css-1auewn4"><style data-emotion="css 154prth">.css-154prth{border-collapse:collapse;border-spacing:0;width:100%;text-align:left;}.css-154prth td,.css-154prth th{min-width:5rem;padding:0.5rem 1rem;vertical-align:top;}.css-154prth tbody{border-bottom:1px solid var(--primary-text-color);border-top:1px solid var(--primary-text-color);}.css-154prth tbody tr:nth-of-type(even){background:var(--primary-background-color);}.css-154prth tbody tr:nth-of-type(odd){background:var(--primary-hover-color);}.dark-mode .css-154prth tbody tr:nth-of-type(odd){background:var(--primary-contrast-color);}</style><table class="css-154prth"><thead><tr><th style="width:200px"><p><strong>NRQL rule</strong></p></th><th><p>Details</p></th></tr></thead><tbody><tr><td><p>Required values</p></td><td><p>The <a href="#state-select"><code>SELECT</code></a> clause and <a href="#sel-from"><code>FROM</code></a> clause are required. All other clauses are optional. You can start your query with either <code>SELECT</code> or <code>FROM</code>.</p></td></tr><tr><td><p>Query string size</p></td><td><p>The query string must be less than 4 KB.</p></td></tr><tr><td><p>Case sensitivity</p></td><td><ul><li>The data type names and attribute names are case sensitive.</li><li><a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#clauses">NRQL clauses</a> and <a href="/docs/insights/new-relic-insights/using-new-relic-query-language/nrql-reference/#functions">functions</a> are not case sensitive.</li></ul></td></tr><tr><td><p>Syntax for strings</p></td><td><p>NRQL uses single quotes to designate strings. For example:</p><div class="css-1r12iee"><div class="css-zjb7k1"><div class="codeblock css-1f2e4yf"><style data-emotion="css 1rrd9av">.css-1rrd9av{color:var(--code-console-text-primary);font-family:var(--code-font);font-size:0.75rem;display:block;overflow:auto;white-space:pre;word-spacing:normal;word-break:normal;tab-size:2;-webkit-hyphens:none;-moz-hyphens:none;-ms-hyphens:none;hyphens:none;text-shadow:none;padding:1rem;}.css-1rrd9av .namespace{opacity:0.7;}.css-1rrd9av .token.plain:empty{display:inline-block;}.css-1rrd9av .token.comment,.css-1rrd9av .token.prolog,.css-1rrd9av .token.doctype,.css-1rrd9av .token.cdata{color:var(--color-comment);}.css-1rrd9av .token.tag,.css-1rrd9av .token.class-name{color:var(--code-query-syntax-keyword);}.css-1rrd9av .token.function{color:var(--code-query-syntax-function);}.css-1rrd9av .token.punctuation,.css-1rrd9av .token.operator,.css-1rrd9av .token.keyword,.css-1rrd9av .token.property,.css-1rrd9av .token.entity,.css-1rrd9av .token.atrule,.css-1rrd9av .token.attr-value,.css-1rrd9av .token.url{color:var(--code-query-syntax-operator);}.css-1rrd9av .token.regex,.css-1rrd9av .token.important,.css-1rrd9av .token.variable{color:var(--code-query-syntax-regex);}.css-1rrd9av .token.selector,.css-1rrd9av .token.attr-name,.css-1rrd9av .token.string,.css-1rrd9av .token.char,.css-1rrd9av .token.builtin,.css-1rrd9av .token.inserted{color:var(--code-query-syntax-string);}.css-1rrd9av .token.property,.css-1rrd9av .token.boolean,.css-1rrd9av .token.constant,.css-1rrd9av .token.symbol,.css-1rrd9av .token.deleted,.css-1rrd9av .token.number{color:var(--code-query-syntax-numeric);}.css-1rrd9av .token.important,.css-1rrd9av .token.bold{font-weight:bold;}.css-1rrd9av .token.italic{font-style:italic;}.css-1rrd9av .token.entity{cursor:help;}</style><pre class="css-1rrd9av" data-language="sql"><style data-emotion="css ebgyu1">.css-ebgyu1{width:100%;padding:0;background:none;}.css-ebgyu1 var,.css-ebgyu1 mark{font-size:inherit;}.css-ebgyu1 var{background:var(--color-current-line);color:inherit;}.css-ebgyu1 a:hover var{background:var(--color-selection);}.css-ebgyu1 mark .token{color:var(--color-black)!important;}</style><code class="css-ebgyu1"><div class="token-line" name="line-1"><div class="css-0"><span class="token punctuation">.</span><span class="token punctuation">.</span><span class="token punctuation">.</span><span class="token plain"> </span><span class="token keyword">WHERE</span><span class="token plain"> traceId </span><span class="token operator">=</span><span class="token plain"> </span><span class="token string">&#x27;030a573f0df02c57&#x27;</span></div></div></code></pre></div><div class="css-1jc93v0"><div class="css-o1p83e"></div><button type="button" class="css-1ikc4qe e132irl20"><svg viewBox="0 0 24 24" class="css-668d8b" xmlns="http://www.w3.org/2000/svg"><rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect><path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path></svg>Copy</button></div></div></div></td></tr><tr><td><p>Non-standard custom event and attribute names</p></td><td><p>Events that we report by default have names that contain alphanumeric characters, colons (<code>:</code>), and underscores (<code>_</code>). Attribute names can have those characters and periods (<code>.</code>). Default-reported names start with a letter. Custom names that don&#x27;t follow these guidelines must be enclosed with backticks in NRQL queries. For example:</p><div class="css-1r12iee"><div class="css-zjb7k1"><div class="codeblock css-1f2e4yf"><pre class="css-1rrd9av" data-language="sql"><code class="css-ebgyu1"><div class="token-line" name="line-1"><div class="css-0"><span class="token punctuation">.</span><span class="token punctuation">.</span><span class="token punctuation">.</span><span class="token plain"> FACET </span><span class="token identifier punctuation">`</span><span class="token identifier">Logged-in user</span><span class="token identifier punctuation">`</span></div></div></code></pre></div><div class="css-1jc93v0"><div class="css-o1p83e"></div><button type="button" class="css-1ikc4qe e132irl20"><svg viewBox="0 0 24 24" class="css-668d8b" xmlns="http://www.w3.org/2000/svg"><rect x="9" y="9" width="13" height="13" rx="2" ry="2"></rect><path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"></path></svg>Copy</button></div></div></div></td></tr><tr><td><p>Data type coercion</p></td><td><p>We don&#x27;t support data type &quot;coercion.&quot; For more information, see <a href="/docs/insights/nrql-new-relic-query-language/nrql-reference/nrql-syntax-components-functions/#type-conversion">Data type conversion</a>.</p></td></tr></tbody></table></div><p>If you need any more information, you can check out our <a href="/docs/query-your-data/nrql-new-relic-query-language/get-started/nrql-syntax-clauses-functions/">NRQL reference</a> to help you build your queries.</p><h2 id="what-you-can-query" style="position:relative">What data can you query with NRQL? <button type="button" name="copy header link" class="css-21sua1 e1daml4q1"><a href="#what-you-can-query" aria-label="what you can query permalink" class="anchor after"><svg xmlns="http://www.w3.org/2000/svg" focusable="false" width="1rem" height="1rem" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M15 7h3a5 5 0 0 1 5 5 5 5 0 0 1-5 5h-3m-6 0H6a5 5 0 0 1-5-5 5 5 0 0 1 5-5h3"></path><line x1="8" y1="12" x2="16" y2="12"></line></svg></a></button></h2><p>NRQL lets you query nearly every type of our telemetry data, including:</p><ul><li><a href="/docs/using-new-relic/data/understand-data/new-relic-data-types/#event-data">Event data</a> from all New Relic products. Examples include:<ul><li><a href="/docs/insights/insights-data-sources/default-data/apm-default-events-insights/">APM events</a>, like <code>Transaction</code></li><li><a href="/docs/insights/insights-data-sources/default-data/browser-default-events-insights/">Browser monitoring events</a>, like <code>PageView</code></li><li><a href="/docs/insights/insights-data-sources/default-data/mobile-default-events-insights/">Mobile monitoring events</a>, like <code>Mobile</code></li><li><a href="/docs/infrastructure/manage-your-data/data-instrumentation/default-infrastructure-events/">Infrastructure events</a>, like <code>ProcessSample</code></li><li><a href="/docs/insights/insights-data-sources/default-data/synthetics-default-events-insights/">Synthetic events</a>, like <code>SyntheticCheck</code></li><li>Custom events, like those reported by the <a href="/docs/insights/insights-data-sources/custom-data/introduction-event-api/">Event API</a></li></ul></li><li><a href="/docs/using-new-relic/data/understand-data/new-relic-data-types/#timeslice-data">Metric timeslice data</a> (metrics reported by APM)</li><li>The <a href="/docs/data-apis/understand-data/new-relic-data-types/#dimensional-metrics"><code>Metric</code> data type</a> (metrics reported by the Metric API and data sources that use that API)</li><li>The <a href="/docs/using-new-relic/data/understand-data/new-relic-data-types/#trace-data"><code>Span</code> data type</a> (distributed tracing data)</li><li>The <a href="/docs/using-new-relic/data/understand-data/new-relic-data-types/#log-data"><code>Log</code> data type</a> (data from our log management capabilities)</li></ul><div class="css-1cnef7x"><h4 class="css-1bsdgx8">Tip</h4><p>Some data, like relationships between monitored entities, is not available via NRQL but is available using our <a href="/docs/apis/nerdgraph/get-started/introduction-new-relic-nerdgraph/">NerdGraph API</a>.</p></div><p>Ready to learn more? We have information on <a href="/docs/query-your-data/nrql-new-relic-query-language/get-started/introduction-nrql-how-nrql-works/">how to use NRQL</a> and <a href="/docs/query-your-data/nrql-new-relic-query-language/get-started/charts-and-dashboards-with-nrql/">how to use charts and dashboards with NRQL</a>. If you want to start using NRQL instead, jump straight into our <a href="/docs/query-your-data/nrql-new-relic-query-language/get-started/introduction-nrql-tutorial/">guided NRQL tutorial</a>.</p></div> </article><style data-emotion="css ltetme">.css-ltetme{background:var(--primary-background-color);gap:0;top:calc(var(--global-header-height) + 3rem);}.css-ltetme.page-tools-transition-enter{-webkit-translate:calc(var(--sidebar-width) - 50px);-moz-translate:calc(var(--sidebar-width) - 50px);-ms-translate:calc(var(--sidebar-width) - 50px);translate:calc(var(--sidebar-width) - 50px);}.css-ltetme.page-tools-transition-enter-active{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;-webkit-transition:300ms translate ease;transition:300ms translate ease;}.css-ltetme.page-tools-transition-enter-done{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;}.css-ltetme.page-tools-transition-exit{-webkit-translate:calc(calc(var(--sidebar-width) - 50px) * 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ease;}.css-ybjz1f.page-tools-transition-exit-done{-webkit-translate:0;-moz-translate:0;-ms-translate:0;translate:0;}@media screen and (max-width: 1240px){.css-ybjz1f{display:none;}}</style><style data-emotion="css vbecf5">.css-vbecf5{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;position:-webkit-sticky;position:sticky;top:calc(var(--global-header-height) + var(--site-content-padding));-webkit-align-self:start;-ms-flex-item-align:start;align-self:start;grid-area:page-tools;max-height:calc( 100vh - (var(--global-header-height) + var(--site-content-padding) * 2) );overflow-y:auto;gap:1rem;background:var(--primary-background-color);gap:0;top:calc(var(--global-header-height) + 3rem);}.css-vbecf5.page-tools-transition-enter{-webkit-translate:calc(var(--sidebar-width) - 50px);-moz-translate:calc(var(--sidebar-width) - 50px);-ms-translate:calc(var(--sidebar-width) - 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