> ## Documentation Index
> Fetch the complete documentation index at: https://docs.honeycomb.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Honeycomb.io Documentation

> Find everything you need to instrument your systems, send data to Honeycomb, and start debugging with high-cardinality observability.

## See how it works

See how data moves through Honeycomb, from initial instrumentation to actionable insights.<br />Explore each step to find the docs that match your workflow.

<Columns cols={2}>
  <div class="flex">
    <a class="block font-normal group relative p-2 my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-white/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/get-started/">
      <img alt="your-data" class="w-full object-cover object-center not-prose" src="https://mintcdn.com/honeycomb/zUCqx2ALFmoJ_gEt/_assets/images/home/your-data.svg?fit=max&auto=format&n=zUCqx2ALFmoJ_gEt&q=85&s=b3010e17467b6d1a23df3ee4c21bae46" noZoom width="147" height="121" data-path="_assets/images/home/your-data.svg" />
    </a>

    <a class="block font-normal group relative p-2 my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-white/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/send-data/">
      <img alt="your-data" class="w-full object-cover object-center not-prose" src="https://mintcdn.com/honeycomb/zUCqx2ALFmoJ_gEt/_assets/images/home/telemetry-pipeline.svg?fit=max&auto=format&n=zUCqx2ALFmoJ_gEt&q=85&s=0238c5c7114051c4c14a65b12d4a664f" noZoom width="147" height="136" data-path="_assets/images/home/telemetry-pipeline.svg" />
    </a>
  </div>

  <div class="flex">
    <a class="block font-normal group relative p-2 my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-white/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/notify/">
      <img alt="your-data" class="w-full object-cover object-center not-prose" src="https://mintcdn.com/honeycomb/zUCqx2ALFmoJ_gEt/_assets/images/home/alerts-notifications.svg?fit=max&auto=format&n=zUCqx2ALFmoJ_gEt&q=85&s=c414b8ffc003f14cfbac5efc909881e3" noZoom width="147" height="121" data-path="_assets/images/home/alerts-notifications.svg" />
    </a>

    <a class="block font-normal group relative p-2 my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-white/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/investigate/">
      <img alt="your-data" class="w-full object-cover object-center not-prose" src="https://mintcdn.com/honeycomb/zUCqx2ALFmoJ_gEt/_assets/images/home/shared-insights.svg?fit=max&auto=format&n=zUCqx2ALFmoJ_gEt&q=85&s=cdfa19c246e84ee6830cd5cfeacb0bc6" noZoom width="147" height="134" data-path="_assets/images/home/shared-insights.svg" />
    </a>
  </div>
</Columns>

## Spotlight

<Columns cols={2}>
  <div>
    <img src="https://mintcdn.com/honeycomb/zUCqx2ALFmoJ_gEt/_assets/images/home/spotlight.png?fit=max&auto=format&n=zUCqx2ALFmoJ_gEt&q=85&s=debe3a1110654fa79862dadc2e2a0af6" class="w-full object-cover object-center not-prose" noZoom width="463" height="260" data-path="_assets/images/home/spotlight.png" />
  </div>

  <div>
    <br />

    <a class="text-lg" href="/integrations/mcp/">Now Available: Honeycomb MCP</a>
    <p>Connect your AI agents directly to your observability data using the Model Context Protocol. Analyze, visualize, and reason about telemetry data through a secure, standards-based interface.</p>
  </div>
</Columns>

## Instrument your <span class="text-primary dark:text-primary-light">Infrastructure</span>

Start collecting observability data from your infrastructure.<br />Learn how to integrate Honeycomb with common platforms and tools.

<Columns cols={3}>
  <Card
    title="Amazon Web Services"
    href="/send-data/aws/"
    horizontal
    icon={
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<title>{"Amazon Web Services"}</title>
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  />

  <Card
    title="Kubernetes"
    href="/send-data/kubernetes/"
    horizontal
    icon={
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<title>{"Kubernetes"}</title>
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  <Card
    title="OpenTelemetry"
    href="/send-data/opentelemetry/"
    horizontal
    icon={
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<title>{"OpenTelemetry"}</title>
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  />
</Columns>

## Instrument your <span class="text-primary dark:text-primary-light">Applications</span>

Send high-quality telemetry from your code using OpenTelemetry SDKs.<br />Explore guides and examples for instrumenting your services with meaningful, actionable data.

<Columns cols={3}>
  <Card
    title="NodeJS"
    href="/send-data/javascript-nodejs/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"Node.js"}</title>
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  <Card
    title="Go"
    href="/send-data/go/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"Go"}</title>
<path d="M1.811 10.231c-.047 0-.058-.023-.035-.059l.246-.315c.023-.035.081-.058.128-.058h4.172c.046 0 .058.035.035.07l-.199.303c-.023.036-.082.07-.117.07zM.047 11.306c-.047 0-.059-.023-.035-.058l.245-.316c.023-.035.082-.058.129-.058h5.328c.047 0 .07.035.058.07l-.093.28c-.012.047-.058.07-.105.07zm2.828 1.075c-.047 0-.059-.035-.035-.07l.163-.292c.023-.035.07-.07.117-.07h2.337c.047 0 .07.035.07.082l-.023.28c0 .047-.047.082-.082.082zm12.129-2.36c-.736.187-1.239.327-1.963.514-.176.046-.187.058-.34-.117-.174-.199-.303-.327-.548-.444-.737-.362-1.45-.257-2.115.175-.795.514-1.204 1.274-1.192 2.22.011.935.654 1.706 1.577 1.835.795.105 1.46-.175 1.987-.77.105-.13.198-.27.315-.434H10.47c-.245 0-.304-.152-.222-.35.152-.362.432-.97.596-1.274a.315.315 0 0 1 .292-.187h4.253c-.023.316-.023.631-.07.947a4.983 4.983 0 0 1-.958 2.29c-.841 1.11-1.94 1.8-3.33 1.986-1.145.152-2.209-.07-3.143-.77-.865-.655-1.356-1.52-1.484-2.595-.152-1.274.222-2.419.993-3.424.83-1.086 1.928-1.776 3.272-2.02 1.098-.2 2.15-.07 3.096.571.62.41 1.063.97 1.356 1.648.07.105.023.164-.117.2m3.868 6.461c-1.064-.024-2.034-.328-2.852-1.029a3.665 3.665 0 0 1-1.262-2.255c-.21-1.32.152-2.489.947-3.529.853-1.122 1.881-1.706 3.272-1.95 1.192-.21 2.314-.095 3.33.595.923.63 1.496 1.484 1.648 2.605.198 1.578-.257 2.863-1.344 3.962-.771.783-1.718 1.273-2.805 1.495-.315.06-.63.07-.934.106zm2.78-4.72c-.011-.153-.011-.27-.034-.387-.21-1.157-1.274-1.81-2.384-1.554-1.087.245-1.788.935-2.045 2.033-.21.912.234 1.835 1.075 2.21.643.28 1.285.244 1.905-.07.923-.48 1.425-1.228 1.484-2.233z" />
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  />

  <Card
    title="Python"
    href="/send-data/python/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"Python"}</title>
<path d="m14.25.18.9.2.73.26.59.3.45.32.34.34.25.34.16.33.1.3.04.26.02.2-.01.13V8.5l-.05.63-.13.55-.21.46-.26.38-.3.31-.33.25-.35.19-.35.14-.33.1-.3.07-.26.04-.21.02H8.77l-.69.05-.59.14-.5.22-.41.27-.33.32-.27.35-.2.36-.15.37-.1.35-.07.32-.04.27-.02.21v3.06H3.17l-.21-.03-.28-.07-.32-.12-.35-.18-.36-.26-.36-.36-.35-.46-.32-.59-.28-.73-.21-.88-.14-1.05-.05-1.23.06-1.22.16-1.04.24-.87.32-.71.36-.57.4-.44.42-.33.42-.24.4-.16.36-.1.32-.05.24-.01h.16l.06.01h8.16v-.83H6.18l-.01-2.75-.02-.37.05-.34.11-.31.17-.28.25-.26.31-.23.38-.2.44-.18.51-.15.58-.12.64-.1.71-.06.77-.04.84-.02 1.27.05zm-6.3 1.98-.23.33-.08.41.08.41.23.34.33.22.41.09.41-.09.33-.22.23-.34.08-.41-.08-.41-.23-.33-.33-.22-.41-.09-.41.09zm13.09 3.95.28.06.32.12.35.18.36.27.36.35.35.47.32.59.28.73.21.88.14 1.04.05 1.23-.06 1.23-.16 1.04-.24.86-.32.71-.36.57-.4.45-.42.33-.42.24-.4.16-.36.09-.32.05-.24.02-.16-.01h-8.22v.82h5.84l.01 2.76.02.36-.05.34-.11.31-.17.29-.25.25-.31.24-.38.2-.44.17-.51.15-.58.13-.64.09-.71.07-.77.04-.84.01-1.27-.04-1.07-.14-.9-.2-.73-.25-.59-.3-.45-.33-.34-.34-.25-.34-.16-.33-.1-.3-.04-.25-.02-.2.01-.13v-5.34l.05-.64.13-.54.21-.46.26-.38.3-.32.33-.24.35-.2.35-.14.33-.1.3-.06.26-.04.21-.02.13-.01h5.84l.69-.05.59-.14.5-.21.41-.28.33-.32.27-.35.2-.36.15-.36.1-.35.07-.32.04-.28.02-.21V6.07h2.09l.14.01zm-6.47 14.25-.23.33-.08.41.08.41.23.33.33.23.41.08.41-.08.33-.23.23-.33.08-.41-.08-.41-.23-.33-.33-.23-.41-.08-.41.08z" />
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</Columns>

<Columns cols={3}>
  <Card
    title="Ruby"
    href="/send-data/ruby/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"Ruby"}</title>
<path d="M20.156.083c3.033.525 3.893 2.598 3.829 4.77L24 4.822 22.635 22.71 4.89 23.926h.016C3.433 23.864.15 23.729 0 19.139l1.645-3 2.819 6.586.503 1.172 2.805-9.144-.03.007.016-.03 9.255 2.956-1.396-5.431-.99-3.9 8.82-.569-.615-.51L16.5 2.114 20.159.073l-.003.01zM0 19.089zM5.13 5.073c3.561-3.533 8.157-5.621 9.922-3.84 1.762 1.777-.105 6.105-3.673 9.636-3.563 3.532-8.103 5.734-9.864 3.957-1.766-1.777.045-6.217 3.612-9.75l.003-.003z" />
</svg>}
  />

  <Card
    title="Java"
    href="/send-data/java/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 128 128" {...props}>
<title>{"Java"}</title>
<path d="M47.617 98.12c-19.192 5.362 11.677 16.439 36.115 5.969-4.003-1.556-6.874-3.351-6.874-3.351-10.897 2.06-15.952 2.222-25.844 1.092-8.164-.935-3.397-3.71-3.397-3.71zm33.189-10.46c-14.444 2.779-22.787 2.69-33.354 1.6-8.171-.845-2.822-4.805-2.822-4.805-21.137 7.016 11.767 14.977 41.309 6.336-3.14-1.106-5.133-3.131-5.133-3.131zm11.319-60.575c.001 0-42.731 10.669-22.323 34.187 6.024 6.935-1.58 13.17-1.58 13.17s15.289-7.891 8.269-17.777c-6.559-9.215-11.587-13.793 15.634-29.58zm9.998 81.144s3.529 2.91-3.888 5.159c-14.102 4.272-58.706 5.56-71.095.171-4.45-1.938 3.899-4.625 6.526-5.192 2.739-.593 4.303-.485 4.303-.485-4.952-3.487-32.013 6.85-13.742 9.815 49.821 8.076 90.817-3.637 77.896-9.468zM85 77.896c2.395-1.634 5.703-3.053 5.703-3.053s-9.424 1.685-18.813 2.474c-11.494.964-23.823 1.154-30.012.326-14.652-1.959 8.033-7.348 8.033-7.348s-8.812-.596-19.644 4.644C17.455 81.134 61.958 83.958 85 77.896zm5.609 15.145c-.108.29-.468.616-.468.616 31.273-8.221 19.775-28.979 4.822-23.725-1.312.464-2 1.543-2 1.543s.829-.334 2.678-.72c7.559-1.575 18.389 10.119-5.032 22.286zM64.181 70.069c-4.614-10.429-20.26-19.553.007-35.559C89.459 14.563 76.492 1.587 76.492 1.587c5.23 20.608-18.451 26.833-26.999 39.667-5.821 8.745 2.857 18.142 14.688 28.815zm27.274 51.748c-19.187 3.612-42.854 3.191-56.887.874 0 0 2.874 2.38 17.646 3.331 22.476 1.437 57-.8 57.816-11.436.001 0-1.57 4.032-18.575 7.231z" />
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  <Card
    title=".NET"
    href="/send-data/dotnet/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{".NET"}</title>
<path d="M24 8.77h-2.468v7.565h-1.425V8.77h-2.462V7.53H24zm-6.852 7.565h-4.821V7.53h4.63v1.24h-3.205v2.494h2.953v1.234h-2.953v2.604h3.396zm-6.708 0H8.882L4.78 9.863a2.896 2.896 0 0 1-.258-.51h-.036c.032.189.048.592.048 1.21v5.772H3.157V7.53h1.659l3.965 6.32c.167.261.275.442.323.54h.024c-.04-.233-.06-.629-.06-1.185V7.529h1.372zm-8.703-.693a.868.829 0 0 1-.869.829.868.829 0 0 1-.868-.83.868.829 0 0 1 .868-.828.868.829 0 0 1 .869.829Z" />
</svg>}
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</Columns>

<Columns cols={3}>
  <Card
    title="JavaScript"
    href="/send-data/javascript-browser/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"JavaScript"}</title>
<path d="M0 0h24v24H0V0zm22.034 18.276c-.175-1.095-.888-2.015-3.003-2.873-.736-.345-1.554-.585-1.797-1.14-.091-.33-.105-.51-.046-.705.15-.646.915-.84 1.515-.66.39.12.75.42.976.9 1.034-.676 1.034-.676 1.755-1.125-.27-.42-.404-.601-.586-.78-.63-.705-1.469-1.065-2.834-1.034l-.705.089c-.676.165-1.32.525-1.71 1.005-1.14 1.291-.811 3.541.569 4.471 1.365 1.02 3.361 1.244 3.616 2.205.24 1.17-.87 1.545-1.966 1.41-.811-.18-1.26-.586-1.755-1.336l-1.83 1.051c.21.48.45.689.81 1.109 1.74 1.756 6.09 1.666 6.871-1.004.029-.09.24-.705.074-1.65l.046.067zm-8.983-7.245h-2.248c0 1.938-.009 3.864-.009 5.805 0 1.232.063 2.363-.138 2.711-.33.689-1.18.601-1.566.48-.396-.196-.597-.466-.83-.855-.063-.105-.11-.196-.127-.196l-1.825 1.125c.305.63.75 1.172 1.324 1.517.855.51 2.004.675 3.207.405.783-.226 1.458-.691 1.811-1.411.51-.93.402-2.07.397-3.346.012-2.054 0-4.109 0-6.179l.004-.056z" />
</svg>}
  />

  <Card
    title="Android"
    href="/send-data/android/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"Android"}</title>
<path d="M18.44 5.559c-.676 1.166-1.353 2.331-2.028 3.498-.037-.016-.074-.029-.111-.043a12.098 12.098 0 0 0-8.68.033C7.537 8.897 5.868 6.026 5.6 5.56a1.145 1.145 0 0 0-.141-.19 1.104 1.104 0 0 0-1.768 1.298c1.947 3.37-.096-.216 1.948 3.36.017.03-.495.263-1.393 1.017C2.9 12.176.452 14.772 0 18.99h24a11.728 11.728 0 0 0-.746-3.068 12.1 12.1 0 0 0-2.74-4.184 12.105 12.105 0 0 0-2.131-1.687c.66-1.122 1.312-2.256 1.965-3.385a1.108 1.108 0 0 0-.008-1.12 1.1 1.1 0 0 0-.852-.532c-.522-.054-.939.313-1.049.545zm-.04 8.46c.395.593.324 1.331-.156 1.65-.48.32-1.188.1-1.582-.493-.394-.593-.324-1.33.156-1.65.473-.316 1.182-.11 1.582.494zm-11.193-.492c.48.32.55 1.058.156 1.65-.394.593-1.103.815-1.584.495-.48-.32-.55-1.058-.156-1.65.4-.603 1.109-.811 1.584-.495z" />
</svg>}
  />

  <Card
    title="iOS"
    href="/send-data/ios/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"iOS"}</title>
<path d="M1.1 6.05c-.614 0-1.1.48-1.1 1.08a1.08 1.08 0 0 0 1.1 1.08c.62 0 1.11-.48 1.11-1.08 0-.6-.49-1.08-1.11-1.08m7.61.02c-3.36 0-5.46 2.29-5.46 5.93 0 3.67 2.1 5.95 5.46 5.95 3.34 0 5.45-2.28 5.45-5.95 0-3.64-2.11-5.93-5.45-5.93m10.84 0c-2.5 0-4.28 1.38-4.28 3.43 0 1.63 1.01 2.65 3.13 3.14l1.49.36c1.45.33 2.04.81 2.04 1.64 0 .96-.97 1.64-2.35 1.64-1.41 0-2.47-.69-2.58-1.75h-2c.08 2.12 1.82 3.42 4.46 3.42 2.79 0 4.54-1.37 4.54-3.55 0-1.71-1-2.68-3.32-3.21l-1.33-.3c-1.41-.34-1.99-.79-1.99-1.55 0-.96.88-1.6 2.18-1.6 1.31 0 2.21.65 2.31 1.72h1.96c-.05-2.02-1.72-3.39-4.26-3.39M8.71 7.82c2.04 0 3.35 1.63 3.35 4.18 0 2.57-1.31 4.2-3.35 4.2-2.06 0-3.36-1.63-3.36-4.2 0-2.55 1.3-4.18 3.36-4.18M.111 9.31v8.45H2.1V9.31H.11Z" />
</svg>}
  />

  <Card
    title="React Native"
    href="/send-data/react-native/"
    horizontal
    icon={
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" {...props}>
<title>{"React Native"}</title>
<path d="M14.23 12.004a2.236 2.236 0 0 1-2.235 2.236 2.236 2.236 0 0 1-2.236-2.236 2.236 2.236 0 0 1 2.235-2.236 2.236 2.236 0 0 1 2.236 2.236zm2.648-10.69c-1.346 0-3.107.96-4.888 2.622-1.78-1.653-3.542-2.602-4.887-2.602-.41 0-.783.093-1.106.278-1.375.793-1.683 3.264-.973 6.365C1.98 8.917 0 10.42 0 12.004c0 1.59 1.99 3.097 5.043 4.03-.704 3.113-.39 5.588.988 6.38.32.187.69.275 1.102.275 1.345 0 3.107-.96 4.888-2.624 1.78 1.654 3.542 2.603 4.887 2.603.41 0 .783-.09 1.106-.275 1.374-.792 1.683-3.263.973-6.365C22.02 15.096 24 13.59 24 12.004c0-1.59-1.99-3.097-5.043-4.032.704-3.11.39-5.587-.988-6.38-.318-.184-.688-.277-1.092-.278zm-.005 1.09v.006c.225 0 .406.044.558.127.666.382.955 1.835.73 3.704-.054.46-.142.945-.25 1.44-.96-.236-2.006-.417-3.107-.534-.66-.905-1.345-1.727-2.035-2.447 1.592-1.48 3.087-2.292 4.105-2.295zm-9.77.02c1.012 0 2.514.808 4.11 2.28-.686.72-1.37 1.537-2.02 2.442-1.107.117-2.154.298-3.113.538-.112-.49-.195-.964-.254-1.42-.23-1.868.054-3.32.714-3.707.19-.09.4-.127.563-.132zm4.882 3.05c.455.468.91.992 1.36 1.564-.44-.02-.89-.034-1.345-.034-.46 0-.915.01-1.36.034.44-.572.895-1.096 1.345-1.565zM12 8.1c.74 0 1.477.034 2.202.093.406.582.802 1.203 1.183 1.86.372.64.71 1.29 1.018 1.946-.308.655-.646 1.31-1.013 1.95-.38.66-.773 1.288-1.18 1.87-.728.063-1.466.098-2.21.098-.74 0-1.477-.035-2.202-.093-.406-.582-.802-1.204-1.183-1.86-.372-.64-.71-1.29-1.018-1.946.303-.657.646-1.313 1.013-1.954.38-.66.773-1.286 1.18-1.868.728-.064 1.466-.098 2.21-.098zm-3.635.254c-.24.377-.48.763-.704 1.16-.225.39-.435.782-.635 1.174-.265-.656-.49-1.31-.676-1.947.64-.15 1.315-.283 2.015-.386zm7.26 0c.695.103 1.365.23 2.006.387-.18.632-.405 1.282-.66 1.933-.2-.39-.41-.783-.64-1.174-.225-.392-.465-.774-.705-1.146zm3.063.675c.484.15.944.317 1.375.498 1.732.74 2.852 1.708 2.852 2.476-.005.768-1.125 1.74-2.857 2.475-.42.18-.88.342-1.355.493-.28-.958-.646-1.956-1.1-2.98.45-1.017.81-2.01 1.085-2.964zm-13.395.004c.278.96.645 1.957 1.1 2.98-.45 1.017-.812 2.01-1.086 2.964-.484-.15-.944-.318-1.37-.5-1.732-.737-2.852-1.706-2.852-2.474 0-.768 1.12-1.742 2.852-2.476.42-.18.88-.342 1.356-.494zm11.678 4.28c.265.657.49 1.312.676 1.948-.64.157-1.316.29-2.016.39.24-.375.48-.762.705-1.158.225-.39.435-.788.636-1.18zm-9.945.02c.2.392.41.783.64 1.175.23.39.465.772.705 1.143-.695-.102-1.365-.23-2.006-.386.18-.63.406-1.282.66-1.933zM17.92 16.32c.112.493.2.968.254 1.423.23 1.868-.054 3.32-.714 3.708-.147.09-.338.128-.563.128-1.012 0-2.514-.807-4.11-2.28.686-.72 1.37-1.536 2.02-2.44 1.107-.118 2.154-.3 3.113-.54zm-11.83.01c.96.234 2.006.415 3.107.532.66.905 1.345 1.727 2.035 2.446-1.595 1.483-3.092 2.295-4.11 2.295-.22-.005-.406-.05-.553-.132-.666-.38-.955-1.834-.73-3.703.054-.46.142-.944.25-1.438zm4.56.64c.44.02.89.034 1.345.034.46 0 .915-.01 1.36-.034-.44.572-.895 1.095-1.345 1.565-.455-.47-.91-.993-1.36-1.565z"/>
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