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<!DOCTYPE html>
<html data-content_root="./" lang="en">
<head>
<meta charset="utf-8"/>
<meta content="width=device-width, initial-scale=1.0" name="viewport"/><title>Search - Datashader v0.16.3</title>
<script data-cfasync="false">
document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
</script>
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<link href="_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet"/>
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<link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet"/>
<link as="font" crossorigin="" href="_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" rel="preload" type="font/woff2"/>
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<link as="script" href="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" rel="preload"/>
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<script src="_static/design-tabs.js?v=f930bc37"></script>
<script>
window.goatcounter = {
path: function(p) { return location.host + p }
}
</script>
<script async="async" data-goatcounter="https://holoviz.goatcounter.com/count" src="_static/js/goatcounter.js?v=f53f84b8"></script>
<script>
window.goatcounter = {
path: function(p) { return location.host + p }
}
</script>
<script src="https://unpkg.com/[email protected]/dist/mermaid.min.js"></script>
<script>mermaid.initialize({startOnLoad:true});</script>
<script>DOCUMENTATION_OPTIONS.pagename = 'search';</script>
<script src="_static/searchtools.js"></script>
<script src="_static/language_data.js"></script>
<script src="searchindex.js"></script>
<link href="_static/favicon.ico" rel="icon"/>
<link href="about.html" rel="author" title="About these documents"/>
<link href="genindex.html" rel="index" title="Index"/>
<link href="#" rel="search" title="Search"/>
<meta content="width=device-width, initial-scale=1" name="viewport"/>
<meta content="en" name="docsearch:language"/>
<meta content="2024-08-01" name="docbuild:last-update"/>
</head>
<body data-bs-root-margin="0px 0px -60%" data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-default-mode="" data-offset="180">
<div class="skip-link d-print-none" id="pst-skip-link"><a href="#main-content">Skip to main content</a></div>
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<input class="sidebar-toggle" id="pst-primary-sidebar-checkbox" type="checkbox"/>
<label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
<input class="sidebar-toggle" id="pst-secondary-sidebar-checkbox" type="checkbox"/>
<label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
<div class="search-button__wrapper">
<div class="search-button__overlay"></div>
<div class="search-button__search-container">
<form action="#" class="bd-search d-flex align-items-center" method="get">
<i class="fa-solid fa-magnifying-glass"></i>
<input aria-label="Search the docs ..." autocapitalize="off" autocomplete="off" autocorrect="off" class="form-control" id="search-input" name="q" placeholder="Search the docs ..." spellcheck="false" type="search"/>
<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
</form></div>
</div>
<div class="pst-async-banner-revealer d-none">
<aside aria-label="Version warning" class="d-none d-print-none" id="bd-header-version-warning"></aside>
</div>
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<div class="bd-header__inner bd-page-width">
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</button>
<div class="col-lg-3 navbar-header-items__start">
<div class="navbar-item">
<a class="navbar-brand logo" href="index.html">
<img alt="Datashader v0.16.3 - Home" class="logo__image only-light" src="_static/logo_horizontal.svg"/>
<script>document.write(`<img src="_static/logo_horizontal.svg" class="logo__image only-dark" alt="Datashader v0.16.3 - Home"/>`);</script>
</a></div>
</div>
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<div class="me-auto navbar-header-items__center">
<div class="navbar-item">
<nav>
<ul class="bd-navbar-elements navbar-nav">
<li class="nav-item">
<a class="nav-link nav-internal" href="index.html">
Introduction
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="getting_started/index.html">
Getting Started
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="user_guide/index.html">
User Guide
</a>
</li>
<li class="nav-item">
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Topics
</a>
</li>
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<a class="nav-link nav-internal" href="releases.html">
Releases
</a>
</li>
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<button aria-controls="pst-nav-more-links" aria-expanded="false" class="btn dropdown-toggle nav-item" data-bs-toggle="dropdown" type="button">
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<ul class="dropdown-menu" id="pst-nav-more-links">
<li class="">
<a class="nav-link dropdown-item nav-internal" href="api.html">
API
</a>
</li>
<li class="">
<a class="nav-link dropdown-item nav-internal" href="FAQ.html">
FAQ
</a>
</li>
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<a class="nav-link dropdown-item nav-internal" href="about.html">
About
</a>
</li>
</ul>
</li>
</ul>
</nav></div>
</div>
<div class="navbar-header-items__end">
<div class="navbar-item navbar-persistent--container">
<script>
document.write(`
<button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
<i class="fa-solid fa-magnifying-glass"></i>
<span class="search-button__default-text">Search</span>
<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
</button>
`);
</script>
</div>
<div class="navbar-item">
<script>
document.write(`
<button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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<i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
</button>
`);
</script></div>
<div class="navbar-item"><ul aria-label="Icon Links" class="navbar-icon-links">
<li class="nav-item">
<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://github.com/holoviz/datashader" rel="noopener" target="_blank" title="GitHub"><i aria-hidden="true" class="fa-brands fa-square-github fa-lg"></i>
<span class="sr-only">GitHub</span></a>
</li>
<li class="nav-item">
<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://twitter.com/datashader" rel="noopener" target="_blank" title="Twitter"><i aria-hidden="true" class="fa-brands fa-twitter-square fa-lg"></i>
<span class="sr-only">Twitter</span></a>
</li>
<li class="nav-item">
<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://discourse.holoviz.org/c/datashader/" rel="noopener" target="_blank" title="Discourse"><i aria-hidden="true" class="fa-brands fa-discourse fa-lg"></i>
<span class="sr-only">Discourse</span></a>
</li>
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<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://holoviz.org/" rel="noopener" target="_blank" title="HoloViz"><img alt="HoloViz" class="icon-link-image" src="_static/holoviz-icon-white.svg"/></a>
</li>
<li class="nav-item">
<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://discord.gg/AXRHnJU6sP" rel="noopener" target="_blank" title="Discord"><i aria-hidden="true" class="fa-brands fa-discord fa-lg"></i>
<span class="sr-only">Discord</span></a>
</li>
</ul></div>
</div>
</div>
<div class="navbar-persistent--mobile">
<script>
document.write(`
<button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
<i class="fa-solid fa-magnifying-glass"></i>
<span class="search-button__default-text">Search</span>
<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
</button>
`);
</script>
</div>
</div>
</header>
<div class="bd-container">
<div class="bd-container__inner bd-page-width">
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<div class="sidebar-header-items__center">
<div class="navbar-item">
<nav>
<ul class="bd-navbar-elements navbar-nav">
<li class="nav-item">
<a class="nav-link nav-internal" href="index.html">
Introduction
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="getting_started/index.html">
Getting Started
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="user_guide/index.html">
User Guide
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="topics/index.html">
Topics
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="releases.html">
Releases
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="api.html">
API
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="FAQ.html">
FAQ
</a>
</li>
<li class="nav-item">
<a class="nav-link nav-internal" href="about.html">
About
</a>
</li>
</ul>
</nav></div>
</div>
<div class="sidebar-header-items__end">
<div class="navbar-item">
<script>
document.write(`
<button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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<i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
</button>
`);
</script></div>
<div class="navbar-item"><ul aria-label="Icon Links" class="navbar-icon-links">
<li class="nav-item">
<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://github.com/holoviz/datashader" rel="noopener" target="_blank" title="GitHub"><i aria-hidden="true" class="fa-brands fa-square-github fa-lg"></i>
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</li>
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<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://twitter.com/datashader" rel="noopener" target="_blank" title="Twitter"><i aria-hidden="true" class="fa-brands fa-twitter-square fa-lg"></i>
<span class="sr-only">Twitter</span></a>
</li>
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<a class="nav-link pst-navbar-icon" data-bs-placement="bottom" data-bs-toggle="tooltip" href="https://discourse.holoviz.org/c/datashader/" rel="noopener" target="_blank" title="Discourse"><i aria-hidden="true" class="fa-brands fa-discourse fa-lg"></i>
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<span class="sr-only">Discord</span></a>
</li>
</ul></div>
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</div>
<div class="sidebar-primary-items__start sidebar-primary__section">
<div class="sidebar-primary-item"><!-- Adapted from sidebar-nav-bs.html (1.15.2) with the following changes
- Commented out the tag that adds the "Section Navigation" title
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<li class="toctree-l1"><a class="reference internal" href="index.html">Introduction</a></li>
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<li class="toctree-l2"><a class="reference internal" href="getting_started/Introduction.html">Introduction</a></li>
<li class="toctree-l2"><a class="reference internal" href="getting_started/Pipeline.html">Pipeline</a></li>
<li class="toctree-l2"><a class="reference internal" href="getting_started/Interactivity.html">Interactivity</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="user_guide/index.html">User Guide</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Plotting_Pitfalls.html">Plotting Pitfalls</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Points.html">Points</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Timeseries.html">Timeseries</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Trajectories.html">Trajectories</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Grids.html">Grids</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Trimesh.html">Trimesh</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Networks.html">Networks</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Polygons.html">Polygons</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Extending.html">Extending</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Performance.html">Performance</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Geography.html">Geography</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Inspection_Reductions.html">Inspection Reductions</a></li>
<li class="toctree-l2"><a class="reference internal" href="user_guide/Geopandas.html">GeoPandas</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="topics/index.html">Topics</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/census/census.html">Census</a></li>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/gerrymandering/gerrymandering.html">Gerrymandering</a></li>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/landsat/landsat.html">Landsat</a></li>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/network_packets/network_packets.html">Network Packets</a></li>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/nyc_taxi/nyc_taxi-nongeo.html">NYC Taxi</a></li>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/opensky/opensky.html">OpenSky</a></li>
<li class="toctree-l2"><a class="reference external" href="https://examples.pyviz.org/osm/osm-1billion.html">OSM 1 Billion</a></li>
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