diff --git a/changelog.html b/changelog.html
index 2863158f2..e6f86aa60 100644
--- a/changelog.html
+++ b/changelog.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Changelog – plotnine 0.0.post1+g7a25a92</title>
+<title>Changelog – plotnine {{&lt; var version &gt;}}</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -113,7 +113,7 @@
       <div class="navbar-container container-fluid">
       <div class="navbar-brand-container mx-auto">
     <a class="navbar-brand" href="./index.html">
-    <span class="navbar-title">plotnine 0.0.post1+g7a25a92</span>
+    <span class="navbar-title">plotnine {{&lt; var version &gt;}}</span>
     </a>
   </div>
             <div id="quarto-search" class="" title="Search"></div>
@@ -156,125 +156,6 @@ <h2 id="toc-title">On this page</h2>
   <li><a href="#new-features" id="toc-new-features" class="nav-link" data-scroll-target="#new-features">New Features</a></li>
   <li><a href="#bug-fixes" id="toc-bug-fixes" class="nav-link" data-scroll-target="#bug-fixes">Bug Fixes</a></li>
   </ul></li>
-  <li><a href="#v0.13.6" id="toc-v0.13.6" class="nav-link" data-scroll-target="#v0.13.6">v0.13.6</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-1" id="toc-bug-fixes-1" class="nav-link" data-scroll-target="#bug-fixes-1">Bug Fixes</a></li>
-  <li><a href="#enhancements-1" id="toc-enhancements-1" class="nav-link" data-scroll-target="#enhancements-1">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.13.5" id="toc-v0.13.5" class="nav-link" data-scroll-target="#v0.13.5">v0.13.5</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-2" id="toc-bug-fixes-2" class="nav-link" data-scroll-target="#bug-fixes-2">Bug Fixes</a></li>
-  <li><a href="#new" id="toc-new" class="nav-link" data-scroll-target="#new">New</a></li>
-  <li><a href="#enhancements-2" id="toc-enhancements-2" class="nav-link" data-scroll-target="#enhancements-2">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.13.4" id="toc-v0.13.4" class="nav-link" data-scroll-target="#v0.13.4">v0.13.4</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-3" id="toc-bug-fixes-3" class="nav-link" data-scroll-target="#bug-fixes-3">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.13.3" id="toc-v0.13.3" class="nav-link" data-scroll-target="#v0.13.3">v0.13.3</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-4" id="toc-bug-fixes-4" class="nav-link" data-scroll-target="#bug-fixes-4">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.13.2" id="toc-v0.13.2" class="nav-link" data-scroll-target="#v0.13.2">v0.13.2</a>
-  <ul class="collapse">
-  <li><a href="#enhancements-3" id="toc-enhancements-3" class="nav-link" data-scroll-target="#enhancements-3">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.13.1" id="toc-v0.13.1" class="nav-link" data-scroll-target="#v0.13.1">v0.13.1</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-5" id="toc-bug-fixes-5" class="nav-link" data-scroll-target="#bug-fixes-5">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.13.0" id="toc-v0.13.0" class="nav-link" data-scroll-target="#v0.13.0">v0.13.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-1" id="toc-api-changes-1" class="nav-link" data-scroll-target="#api-changes-1">API Changes</a></li>
-  <li><a href="#new-1" id="toc-new-1" class="nav-link" data-scroll-target="#new-1">New</a></li>
-  <li><a href="#bug-fixes-6" id="toc-bug-fixes-6" class="nav-link" data-scroll-target="#bug-fixes-6">Bug Fixes</a></li>
-  <li><a href="#enhancements-4" id="toc-enhancements-4" class="nav-link" data-scroll-target="#enhancements-4">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.12.4" id="toc-v0.12.4" class="nav-link" data-scroll-target="#v0.12.4">v0.12.4</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-7" id="toc-bug-fixes-7" class="nav-link" data-scroll-target="#bug-fixes-7">Bug Fixes</a></li>
-  <li><a href="#enhancements-5" id="toc-enhancements-5" class="nav-link" data-scroll-target="#enhancements-5">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.12.3" id="toc-v0.12.3" class="nav-link" data-scroll-target="#v0.12.3">v0.12.3</a>
-  <ul class="collapse">
-  <li><a href="#enhancements-6" id="toc-enhancements-6" class="nav-link" data-scroll-target="#enhancements-6">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.12.2" id="toc-v0.12.2" class="nav-link" data-scroll-target="#v0.12.2">v0.12.2</a></li>
-  <li><a href="#v0.12.1" id="toc-v0.12.1" class="nav-link" data-scroll-target="#v0.12.1">v0.12.1</a>
-  <ul class="collapse">
-  <li><a href="#new-features-1" id="toc-new-features-1" class="nav-link" data-scroll-target="#new-features-1">New Features</a></li>
-  <li><a href="#enhancements-7" id="toc-enhancements-7" class="nav-link" data-scroll-target="#enhancements-7">Enhancements</a></li>
-  <li><a href="#api-changes-2" id="toc-api-changes-2" class="nav-link" data-scroll-target="#api-changes-2">API Changes</a></li>
-  <li><a href="#bug-fixes-8" id="toc-bug-fixes-8" class="nav-link" data-scroll-target="#bug-fixes-8">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.10.1" id="toc-v0.10.1" class="nav-link" data-scroll-target="#v0.10.1">v0.10.1</a></li>
-  <li><a href="#v0.10.0" id="toc-v0.10.0" class="nav-link" data-scroll-target="#v0.10.0">v0.10.0</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-9" id="toc-bug-fixes-9" class="nav-link" data-scroll-target="#bug-fixes-9">Bug Fixes</a></li>
-  <li><a href="#new-features-2" id="toc-new-features-2" class="nav-link" data-scroll-target="#new-features-2">New Features</a></li>
-  <li><a href="#api-changes-3" id="toc-api-changes-3" class="nav-link" data-scroll-target="#api-changes-3">API Changes</a></li>
-  </ul></li>
-  <li><a href="#v0.9.0" id="toc-v0.9.0" class="nav-link" data-scroll-target="#v0.9.0">v0.9.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-4" id="toc-api-changes-4" class="nav-link" data-scroll-target="#api-changes-4">API Changes</a></li>
-  <li><a href="#new-features-3" id="toc-new-features-3" class="nav-link" data-scroll-target="#new-features-3">New Features</a></li>
-  <li><a href="#bug-fixes-10" id="toc-bug-fixes-10" class="nav-link" data-scroll-target="#bug-fixes-10">Bug Fixes</a></li>
-  <li><a href="#enhancements-8" id="toc-enhancements-8" class="nav-link" data-scroll-target="#enhancements-8">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.8.0" id="toc-v0.8.0" class="nav-link" data-scroll-target="#v0.8.0">v0.8.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-5" id="toc-api-changes-5" class="nav-link" data-scroll-target="#api-changes-5">API Changes</a></li>
-  <li><a href="#new-features-4" id="toc-new-features-4" class="nav-link" data-scroll-target="#new-features-4">New Features</a></li>
-  <li><a href="#bug-fixes-11" id="toc-bug-fixes-11" class="nav-link" data-scroll-target="#bug-fixes-11">Bug Fixes</a></li>
-  <li><a href="#enhancements-9" id="toc-enhancements-9" class="nav-link" data-scroll-target="#enhancements-9">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.7.1" id="toc-v0.7.1" class="nav-link" data-scroll-target="#v0.7.1">v0.7.1</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-12" id="toc-bug-fixes-12" class="nav-link" data-scroll-target="#bug-fixes-12">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.7.0" id="toc-v0.7.0" class="nav-link" data-scroll-target="#v0.7.0">v0.7.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-6" id="toc-api-changes-6" class="nav-link" data-scroll-target="#api-changes-6">API Changes</a></li>
-  <li><a href="#new-features-5" id="toc-new-features-5" class="nav-link" data-scroll-target="#new-features-5">New Features</a></li>
-  <li><a href="#bug-fixes-13" id="toc-bug-fixes-13" class="nav-link" data-scroll-target="#bug-fixes-13">Bug Fixes</a></li>
-  <li><a href="#enhancements-10" id="toc-enhancements-10" class="nav-link" data-scroll-target="#enhancements-10">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.6.0" id="toc-v0.6.0" class="nav-link" data-scroll-target="#v0.6.0">v0.6.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-7" id="toc-api-changes-7" class="nav-link" data-scroll-target="#api-changes-7">API Changes</a></li>
-  <li><a href="#new-features-6" id="toc-new-features-6" class="nav-link" data-scroll-target="#new-features-6">New Features</a></li>
-  <li><a href="#bug-fixes-14" id="toc-bug-fixes-14" class="nav-link" data-scroll-target="#bug-fixes-14">Bug Fixes</a></li>
-  <li><a href="#enhancements-11" id="toc-enhancements-11" class="nav-link" data-scroll-target="#enhancements-11">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.5.1" id="toc-v0.5.1" class="nav-link" data-scroll-target="#v0.5.1">v0.5.1</a>
-  <ul class="collapse">
-  <li><a href="#bug-fixes-15" id="toc-bug-fixes-15" class="nav-link" data-scroll-target="#bug-fixes-15">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.5.0" id="toc-v0.5.0" class="nav-link" data-scroll-target="#v0.5.0">v0.5.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-8" id="toc-api-changes-8" class="nav-link" data-scroll-target="#api-changes-8">API Changes</a></li>
-  <li><a href="#bug-fixes-16" id="toc-bug-fixes-16" class="nav-link" data-scroll-target="#bug-fixes-16">Bug Fixes</a></li>
-  <li><a href="#enhancements-12" id="toc-enhancements-12" class="nav-link" data-scroll-target="#enhancements-12">Enhancements</a></li>
-  </ul></li>
-  <li><a href="#v0.4.0" id="toc-v0.4.0" class="nav-link" data-scroll-target="#v0.4.0">v0.4.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-9" id="toc-api-changes-9" class="nav-link" data-scroll-target="#api-changes-9">API Changes</a></li>
-  <li><a href="#new-features-7" id="toc-new-features-7" class="nav-link" data-scroll-target="#new-features-7">New Features</a></li>
-  <li><a href="#bug-fixes-17" id="toc-bug-fixes-17" class="nav-link" data-scroll-target="#bug-fixes-17">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.3.0" id="toc-v0.3.0" class="nav-link" data-scroll-target="#v0.3.0">v0.3.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-10" id="toc-api-changes-10" class="nav-link" data-scroll-target="#api-changes-10">API Changes</a></li>
-  <li><a href="#new-features-8" id="toc-new-features-8" class="nav-link" data-scroll-target="#new-features-8">New Features</a></li>
-  <li><a href="#enhancements-13" id="toc-enhancements-13" class="nav-link" data-scroll-target="#enhancements-13">Enhancements</a></li>
-  <li><a href="#bug-fixes-18" id="toc-bug-fixes-18" class="nav-link" data-scroll-target="#bug-fixes-18">Bug Fixes</a></li>
-  </ul></li>
-  <li><a href="#v0.2.1" id="toc-v0.2.1" class="nav-link" data-scroll-target="#v0.2.1">v0.2.1</a></li>
-  <li><a href="#v0.2.0" id="toc-v0.2.0" class="nav-link" data-scroll-target="#v0.2.0">v0.2.0</a>
-  <ul class="collapse">
-  <li><a href="#api-changes-11" id="toc-api-changes-11" class="nav-link" data-scroll-target="#api-changes-11">API Changes</a></li>
-  </ul></li>
-  <li><a href="#v0.1.0" id="toc-v0.1.0" class="nav-link" data-scroll-target="#v0.1.0">v0.1.0</a></li>
   </ul>
 </nav>
     </div>
@@ -334,742 +215,9 @@ <h3 class="anchored" data-anchor-id="bug-fixes">Bug Fixes</h3>
 <li><p>Fix layers 3 and above not to overlap the axis lines if there are any (<a href="https://github.com/has2k1/plotnine/issues/798" title="Issue: #798">#798</a>).</p></li>
 <li><p>Fixed bug in <code>geom_segment</code> where the lineend parameter was ignored. (<a href="https://github.com/has2k1/plotnine/issues/727" title="Issue: #727">#727</a>)</p></li>
 <li><p>Fixed <a href="./reference/stat_summary_bin.html#plotnine.stat_summary_bin"><code>stat_summary_bin</code></a> to work with continuous <code>x</code> aesthetic when specifying the <code>binwidth</code> or <code>breaks</code>. (<a href="https://github.com/has2k1/plotnine/issues/824" title="Issue: #824">#824</a>)</p></li>
+<li><p>Fixed <code>PlotnineAnimation</code> not to draw a second legend at the bottom-left corner. (</p></li>
 </ul>
 </section>
-</section>
-<section id="v0.13.6" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.6">v0.13.6</h2>
-<p>(2024-05-09)</p>
-<p><a href="https://doi.org/10.5281/zenodo.11172701"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.11172701.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-1" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-1">Bug Fixes</h3>
-<ul>
-<li>Fixed <a href="./reference/geom_label.html#plotnine.geom_label"><code>geom_label</code></a> to work with a <code>boxstyle</code> of any following <code>square</code>, <code>circle</code>, <code>darrow</code>, <code>larrow</code>, <code>rarrow</code>, <code>roundtooth</code> or <code>sawtooth</code>.(<a href="https://github.com/has2k1/plotnine/issues/779" title="Issue: #779">#779</a>)</li>
-</ul>
-</section>
-<section id="enhancements-1" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-1">Enhancements</h3>
-<ul>
-<li><p>Stopped spurious warnings of the form <code>PlotnineWarning: Failed to apply   `after_scale` modifications to the legend.</code> when the <code>after_scale</code> mapping is for another aestetic.</p></li>
-<li><p>Added <code>width</code> and <code>height</code> as default aesthetics of <a href="./reference/geom_tile.html#plotnine.geom_tile"><code>geom_tile</code></a>.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.13.5" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.5">v0.13.5</h2>
-<p>(2024-04-26)</p>
-<p><a href="https://doi.org/10.5281/zenodo.11075182"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.11075182.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-2" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-2">Bug Fixes</h3>
-<ul>
-<li><p>Fixed bug in <a href="./reference/stat_smooth.html#plotnine.stat_smooth"><code>stat_smooth</code></a> where you could not set the family when using a <code>glm</code>. (<a href="https://github.com/has2k1/plotnine/issues/769" title="Issue: #769">#769</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/position_dodge2.html#plotnine.position_dodge2"><code>position_dodge2</code></a> the widths of the dodged objects were mixed up. (<a href="https://github.com/has2k1/plotnine/issues/772" title="Issue: #772">#772</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> to work better with <a href="https://pypi.org/project/adjustText/">adjustText</a> <code>v1.0.0</code> and above.</p></li>
-<li><p>Fixed images generated in quarto so that they have the dimensions (taking the dpi into account) that are specified in theme. (<a href="https://github.com/has2k1/plotnine/issues/773" title="Issue: #773">#773</a>)</p></li>
-</ul>
-</section>
-<section id="new" class="level3">
-<h3 class="anchored" data-anchor-id="new">New</h3>
-<ul>
-<li>Added themeable <a href="./reference/svg_usefonts.html#plotnine.themes.themeable.svg_usefonts"><code>svg_usefonts</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/756" title="Issue: #756">#756</a>)</li>
-</ul>
-</section>
-<section id="enhancements-2" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-2">Enhancements</h3>
-<ul>
-<li>Added <em>palmerpenguins</em> dataset.</li>
-</ul>
-</section>
-</section>
-<section id="v0.13.4" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.4">v0.13.4</h2>
-<p>(2024-04-03)</p>
-<p><a href="https://doi.org/10.5281/zenodo.10912461"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.10912461.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-3" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-3">Bug Fixes</h3>
-<ul>
-<li>Fixed regression in v0.13.3 where setting some text elements <code>element_blank</code> led to an error. (<a href="https://github.com/has2k1/plotnine/issues/764" title="Issue: #764">#764</a>)</li>
-</ul>
-</section>
-</section>
-<section id="v0.13.3" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.3">v0.13.3</h2>
-<p>(2024-03-27) <a href="https://doi.org/10.5281/zenodo.10887259"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.10887259.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-4" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-4">Bug Fixes</h3>
-<ul>
-<li><p>Fixed layout manager to make space for the <code>strip_text</code> when there is no <code>strip_background</code>. (<a href="https://github.com/has2k1/plotnine/issues/760" title="Issue: #760">#760</a>)</p></li>
-<li><p>Made the default position of <code>guide_legend</code> text to be right. (<a href="https://github.com/has2k1/plotnine/issues/761" title="Issue: #761">#761</a>)</p></li>
-<li><p>Fixed aligning (<code>ha</code> &amp; <code>va</code>) of <code>plot_title</code>, <code>plot_subtitle</code>, <code>plot_caption</code>, <code>axis_title_x</code>, <code>axis_title_y</code> to work with float values in the range <code>[0, 1]</code>.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.13.2" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.2">v0.13.2</h2>
-<p>(2024-03-14)</p>
-<p><a href="https://doi.org/10.5281/zenodo.10820452"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.10820452.svg" class="img-fluid"></a></p>
-<section id="enhancements-3" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-3">Enhancements</h3>
-<ul>
-<li>Drawing the plot ensures that pandas Copy-on-Write is turned off. Plotnine is not yet compatible with Copy-on-Write so this prevents errors for users who have turned on the option.</li>
-</ul>
-</section>
-</section>
-<section id="v0.13.1" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.1">v0.13.1</h2>
-<p>(2024-03-06)</p>
-<p><a href="https://doi.org/10.5281/zenodo.10790660"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.10790660.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-5" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-5">Bug Fixes</h3>
-<ul>
-<li><p>Fixed a bug where a legend with blank title or text could result in a wrong justification.</p></li>
-<li><p>Fixed a bug where setting legend justification to a string i.e one of <code>left</code>, <code>right</code>, <code>top</code>, <code>bottom</code>, <code>center</code> had no effect.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.13.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.13.0">v0.13.0</h2>
-<p>(2024-02-20)</p>
-<p><a href="https://doi.org/10.5281/zenodo.10684553"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.10684553.svg" class="img-fluid"></a></p>
-<section id="api-changes-1" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-1">API Changes</h3>
-<ul>
-<li><p>Requires python &gt;= 3.9</p></li>
-<li><p>Using the <code>print</code> or <code>repr</code> functions to draw and show the plot has been deprecated. Use <a href="./reference/ggplot.html#plotnine.ggplot.show">ggplot.show()</a>.</p></li>
-<li><p>The name of the calculated aesthetic of <a href="./reference/stat_function.html#plotnine.stat_function"><code>stat_function</code></a> changed from <code>y</code> to <code>fx</code>.</p></li>
-<li><p><a href="./reference/stat_ecdf.html#plotnine.stat_ecdf"><code>stat_ecdf</code></a> has gained the <code>pad</code> parameter. The default is set to <code>True</code>, which pads the domain with <code>-inf</code> and <code>inf</code> so that the ECDF does not have discontinuities at the extremes. To get the behaviour, set <code>pad</code> to <code>False</code>. (<a href="https://github.com/has2k1/plotnine/issues/725" title="Issue: #725">#725</a>)</p></li>
-<li><p>Removed the environment parameter from <code>ggplot</code>.</p></li>
-<li><p>When a ggplot object is the last in a jupyter cell, the output image will not be followed by string meta information about the figure/image.</p>
-<p>This will happen even if the backend is set to an interactive one.</p>
-<p>If you set the backend to an interactive one, use <a href="./reference/ggplot.html#plotnine.ggplot.show"><code>show</code></a> to draw the plot.</p></li>
-<li><p>The default horizontal alignment for the plot title is center if it there is no subtitle. When there is a subtitle, the default is to have both aligned to the left.</p></li>
-<li><p>Some parameters that control the look and feel of <code>guide_colorbar</code> and <code>guide_legend</code> have been removed. For their place, the <code>theme</code> parameter has been introduced and it gives better control of the look and feel.</p></li>
-<li><p>Themeables <code>legend_entry_spacing</code>, <code>legend_entry_spacing_x</code> and <code>legend_entry_spacing_y</code> have been renamed to <code>legend_key_spacing</code>, <code>legend_key_spacing_x</code> and <code>legend_key_spacing_y</code> respectively</p></li>
-<li><p><a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> now accepts two parameters, <code>rows</code> and <code>cols</code>, to specify the variables along the two dimensions of the panels.</p>
-<p>The previous way of using a single parameter will still work if it is a string. For cases where the value was a list, e.g.</p>
-<div class="sourceCode" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>facet_grid(facets<span class="op">=</span>[<span class="st">"col1"</span>, <span class="st">"col2"</span>])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>can be rewritten as any one of;</p>
-<div class="sourceCode" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>facet_grid(<span class="st">"col1"</span>, <span class="st">"col2"</span>)</span>
-<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a>facet_grid([<span class="st">"col1"</span>], [<span class="st">"col2"</span>])</span>
-<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>facet_grid(rows<span class="op">=</span><span class="st">"col1"</span>, cols<span class="op">=</span><span class="st">"col2"</span>)</span>
-<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a>facet_grid(rows<span class="op">=</span>[<span class="st">"col1"</span>], cols<span class="op">=</span>[<span class="st">"col2"</span>])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div></li>
-<li><p>The <code>facets</code> parameter in <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> has also changed to a more straight forward specification for the column variables. It expects a single string or a list/tuple of strings. (<a href="https://github.com/has2k1/plotnine/issues/545" title="Issue: #545">#545</a>)</p>
-<p>However, the R-style formula strings are still silently accepted.</p></li>
-</ul>
-</section>
-<section id="new-1" class="level3">
-<h3 class="anchored" data-anchor-id="new-1">New</h3>
-<ul>
-<li><p>Added symmetric logarithm transformation scales <a href="./reference/scale_x_symlog.html#plotnine.scale_x_symlog"><code>scale_x_symlog</code></a> and <a href="./reference/scale_y_symlog.html#plotnine.scale_y_symlog"><code>scale_y_symlog</code></a></p></li>
-<li><p>Gained themeables</p>
-<ul>
-<li><a href="./reference/plot_margin_left.html#plotnine.themes.themeable.plot_margin_left"><code>plot_margin_left</code></a></li>
-<li><a href="./reference/plot_margin_right.html#plotnine.themes.themeable.plot_margin_right"><code>plot_margin_right</code></a></li>
-<li><a href="./reference/plot_margin_top.html#plotnine.themes.themeable.plot_margin_top"><code>plot_margin_top</code></a></li>
-<li><a href="./reference/plot_margin_bottom.html#plotnine.themes.themeable.plot_margin_bottom"><code>plot_margin_bottom</code></a></li>
-</ul>
-<p>to set the plot margin on each side independently.</p></li>
-<li><p>Gained themeables</p>
-<ul>
-<li><a href="./reference/axis_ticks_length_major_x.html#plotnine.themes.themeable.axis_ticks_length_major_x"><code>axis_ticks_length_major_x</code></a></li>
-<li><a href="./reference/axis_ticks_length_major_y.html#plotnine.themes.themeable.axis_ticks_length_major_y"><code>axis_ticks_length_major_y</code></a></li>
-<li><a href="./reference/axis_ticks_length_minor_x.html#plotnine.themes.themeable.axis_ticks_length_minor_x"><code>axis_ticks_length_minor_x</code></a></li>
-<li><a href="./reference/axis_ticks_length_minor_y.html#plotnine.themes.themeable.axis_ticks_length_minor_y"><code>axis_ticks_length_minor_y</code></a></li>
-</ul>
-<p>to control the x &amp; y axis ticks length.</p></li>
-<li><p>Gained themeables</p>
-<ul>
-<li><a href="./reference/axis_ticks_pad_major_x.html#plotnine.themes.themeable.axis_ticks_pad_major_x"><code>axis_ticks_pad_major_x</code></a></li>
-<li><a href="./reference/axis_ticks_pad_minor_y.html#plotnine.themes.themeable.axis_ticks_pad_minor_y"><code>axis_ticks_pad_minor_y</code></a></li>
-</ul>
-<p>to control the x &amp; y tick padding.</p></li>
-<li><p>Some parameters in <a href="./reference/element_text.html#plotnine.element_text"><code>element_text</code></a> can now accept lists/tuples to set the values on individual text objects. (<a href="https://github.com/has2k1/plotnine/issues/724" title="Issue: #724">#724</a>)</p></li>
-<li><p>Gained the option <a href="./reference/figure_format.html#plotnine.options.figure_format"><code>figure_format</code></a> to set the format of the inline figures in an interactive session. e.g.</p>
-<div class="sourceCode" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> plotnine.options <span class="im">import</span> set_option</span>
-<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>set_option(<span class="st">"figure_format"</span>, <span class="st">"svg"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>will output all subsequent figures in svg format.</p></li>
-<li><p>Improved support for customizing guides/legends.</p>
-<ul>
-<li><p>You can now add a frame to the colobar</p></li>
-<li><p>You can now apply themes to individual guides, e.g.</p>
-<div class="sourceCode" id="cb5"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="op">+</span> guides(color<span class="op">=</span>guide_colorbar(theme<span class="op">=</span>theme_xkcd()))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>or</p>
-<div class="sourceCode" id="cb6"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="op">+</span> guides(color<span class="op">=</span>guide_legend(theme<span class="op">=</span>theme_minimal())</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div></li>
-<li><p>You can now place legends at more than one position around the panels. e.g.</p>
-<div class="sourceCode" id="cb7"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="op">+</span> guides(</span>
-<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a>    color<span class="op">=</span>guide_colorbar(position<span class="op">=</span><span class="st">"left"</span>),</span>
-<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>    fill<span class="op">=</span>guide_legend(position<span class="op">=</span><span class="st">"bottom"</span>),</span>
-<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a>    size<span class="op">=</span>guide_legend(position<span class="op">=</span><span class="st">"bottom"</span>)</span>
-<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>Puts the <code>fill</code> and <code>size</code> guides at the bottom, and the <code>color</code> guide on the left.</p></li>
-<li><p>You can easily justify the legend along the four edges of the space around the panel area.</p></li>
-<li><p>You can now place the legend inside the panels with easily control its location.</p></li>
-</ul></li>
-<li><p>The <code>space</code> parameter of <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> now responds to the values <code>free</code>, <code>free_x</code> and <code>free_y</code> to have panels whose relative width and/or height depends on the data range. (<a href="https://github.com/has2k1/plotnine/issues/545" title="Issue: #545">#545</a>)</p></li>
-</ul>
-</section>
-<section id="bug-fixes-6" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-6">Bug Fixes</h3>
-<ul>
-<li><p>Fixed handling of minor breaks in <a href="./reference/scale_continuous.html#plotnine.scales.scale_continuous.scale_continuous"><code>scale_continuous</code></a> to accept numpy arrays and when the scale has a transform, that the minor breaks are supplied in user space and not transform space. Just like the major breaks. (<a href="https://github.com/has2k1/plotnine/issues/685" title="Issue: #685">#685</a>)</p></li>
-<li><p>Fixed theming of axis_ticks with the size parameter. (<a href="https://github.com/has2k1/plotnine/issues/703" title="Issue: #703">#703</a>)</p></li>
-<li><p>Fixed space handling around <code>axis_label</code>, <code>axis_text</code> and <code>axis_ticks</code> when the ticks are turned off.</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_path.html#plotnine.geom_path"><code>geom_path</code></a> where the lineend parameter was ignored. (<a href="https://github.com/has2k1/plotnine/issues/727" title="Issue: #727">#727</a>)</p></li>
-<li><p>Fixed bug where <code class="sourceCode python">theme(legend_background<span class="op">=</span>element_blank())</code> messed up the position of the legend, instead of only removing the background.</p></li>
-<li><p>Fixed using <code>facet_grid</code> with a column named <code>key</code>. (<a href="https://github.com/has2k1/plotnine/issues/734" title="Issue: #734">#734</a>)</p></li>
-<li><p>Fixed using legend when using an identity scale and reordering the breaks. (<a href="https://github.com/has2k1/plotnine/issues/735" title="Issue: #735">#735</a>)</p></li>
-<li><p>Fixed drawing the upper outline of <code>geom_ribbon</code>. (<a href="https://github.com/has2k1/plotnine/issues/728" title="Issue: #728">#728</a>)</p></li>
-<li><p>Fixed issue where the gridlines overlap the panel border. (<a href="https://github.com/has2k1/plotnine/issues/638" title="Issue: #638">#638</a>)</p></li>
-</ul>
-</section>
-<section id="enhancements-4" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-4">Enhancements</h3>
-<ul>
-<li><p>All <code>__all__</code> variables are explicitly assigned to help static typecheckers infer module attributes. (<a href="https://github.com/has2k1/plotnine/issues/685" title="Issue: #685">#685</a>)</p></li>
-<li><p>You can now pickle the drawn matplotlib figures. (<a href="https://github.com/has2k1/plotnine/issues/729" title="Issue: #729">#729</a>)</p></li>
-<li><p>The facet titles in the <code>strip_text</code> are now better aligned are appear more centered within the <code>strip_background</code>.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.12.4" class="level2">
-<h2 class="anchored" data-anchor-id="v0.12.4">v0.12.4</h2>
-<p>(2023-11-06)</p>
-<p><a href="https://doi.org/10.5281/zenodo.2635624"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.2635624.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-7" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-7">Bug Fixes</h3>
-<ul>
-<li><p>Fixed <a href="./reference/position_dodge.html#plotnine.position_dodge"><code>position_dodge</code></a> to work with to work for <a href="./reference/geom_segment.html#plotnine.geom_segment"><code>geom_segment</code></a>.</p></li>
-<li><p>Fixed the <code>x</code> limits when plotting <a href="./reference/geom_sina.html#plotnine.geom_sina"><code>geom_sina</code></a>.</p></li>
-<li><p>Fixed <a href="./reference/stat_boxplot.html#plotnine.stat_boxplot"><code>stat_boxplot</code></a> and <a href="./reference/stat_ydensity.html#plotnine.stat_ydensity"><code>stat_ydensity</code></a> when there is no <code>x</code> aesthetic.</p></li>
-</ul>
-</section>
-<section id="enhancements-5" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-5">Enhancements</h3>
-<ul>
-<li>Return group counts for <a href="./reference/stat_summary.html#plotnine.stat_summary"><code>stat_summary</code></a>.</li>
-</ul>
-</section>
-</section>
-<section id="v0.12.3" class="level2">
-<h2 class="anchored" data-anchor-id="v0.12.3">v0.12.3</h2>
-<p>(2023-09-01)</p>
-<p><a href="https://doi.org/10.5281/zenodo.8309962"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.8309962.svg" class="img-fluid"></a></p>
-<section id="enhancements-6" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-6">Enhancements</h3>
-<ul>
-<li>Resolved Future Warnings from pandas-2.1.0</li>
-</ul>
-</section>
-</section>
-<section id="v0.12.2" class="level2">
-<h2 class="anchored" data-anchor-id="v0.12.2">v0.12.2</h2>
-<p>(2023-07-21)</p>
-<p><a href="https://doi.org/10.5281/zenodo.8171350"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.8171350.svg" class="img-fluid"></a></p>
-<ul>
-<li>This is a maintenance release that prevents newer versions of mizani from breaking plotnine. This version depends on <code>mizani&lt;0.10.0</code>.</li>
-</ul>
-</section>
-<section id="v0.12.1" class="level2">
-<h2 class="anchored" data-anchor-id="v0.12.1">v0.12.1</h2>
-<p>(2023-05-09)</p>
-<p><a href="https://doi.org/10.5281/zenodo.7919297"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.7919297.svg" class="img-fluid"></a></p>
-<section id="new-features-1" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-1">New Features</h3>
-<ul>
-<li><p>A layout manager. Now you do not have to adjust spacing parameters to prevent objects around the panels from overlapping. Specifically, you can:</p>
-<ol type="1">
-<li>Set the legend position to “top”, “left” or “bottom”</li>
-<li>Use a large or multiline plot title</li>
-<li>Use a large or multiline plot caption</li>
-<li>Use <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> with <code class="sourceCode python">scales<span class="op">=</span><span class="st">"free"</span></code> <code class="sourceCode python">scales<span class="op">=</span><span class="st">"free_x"</span></code> or <code class="sourceCode python">scales<span class="op">=</span><span class="st">"free_y"</span></code></li>
-</ol>
-<p>You can now also align the <code>plot_title</code>, <code>axis_title_x</code>, <code>axis_title_y</code> and <code>plot_caption</code> with respect to the panels. Set these to “left”, “right” &amp; “center” for the horizontal flowing text. And “top”, “right” &amp; “center” for the vertical flowing text.</p>
-<p>Also, the size of the figure is exactly determined by the theme setting. For example, this:</p>
-<div class="sourceCode" id="cb8"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>theme(figure_size<span class="op">=</span>(<span class="dv">8</span>, <span class="dv">6</span>), dpi<span class="op">=</span><span class="dv">100</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>will create an <code>800px x 600px</code> image.</p></li>
-<li><p>You can create a <code>subtitle</code> using <a href="./reference/labs.html#plotnine.labs"><code>labs</code></a> and style it using the <code>plot_subtitle</code> parameter to <a href="./reference/theme.html#plotnine.theme"><code>theme</code></a>.</p>
-<p>```py theme(plot_subtitle=element_text(size=8))</p></li>
-</ul>
-</section>
-<section id="enhancements-7" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-7">Enhancements</h3>
-<ul>
-<li><p><a href="./reference/ggplot.html#plotnine.ggplot"><code>ggplot</code></a> object gained a new method <a href="./reference/ggplot.html#plotnine.ggplot.save_helper"><code>save_helper</code></a>. It gives you access to the matplotlib figure that will be saved to file.</p></li>
-<li><p>When plotting with an ipython interactive backend (e.g.&nbsp;in a jupyter notebook). The default image output is retina. You do not need to run this command.</p>
-<div class="sourceCode" id="cb9"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>config InlineBackend.figure_format <span class="op">=</span> <span class="st">"retina"</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>Plotnine still respects any values set the user.</p></li>
-<li><p>In an interactive setting, after drawing an image. The size of the figure (in pixels) is printed e.g.&nbsp;<code>&lt;Figure Size: (640 x 480)&gt;</code>. Previously, something like <code>&lt;ggplot: (336175301)&gt;</code> was printed.</p></li>
-</ul>
-</section>
-<section id="api-changes-2" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-2">API Changes</h3>
-<ul>
-<li><p><a href="./reference/ggplot.html#plotnine.ggplot.__add__"><code>__add__</code></a> and <a href="./reference/ggplot.html#plotnine.ggplot.__iadd__"><code>__iadd__</code></a> now accept the same types of objects. In this change <a href="./reference/ggplot.html#plotnine.ggplot.__iadd__"><code>__iadd__</code></a> has gained the ability to accept a list of objects.</p></li>
-<li><p><a href="./reference/ggplot.html#plotnine.ggplot.draw"><code>draw</code></a> no longer accepts the argument <code>return_ggplot</code> and the return value is always a matplolib figure.</p></li>
-<li><p>Themeables <code>strip_margin</code>, <code>strip_margin_x</code> and <code>strip_margin_y</code>) have been renamed to <a href="./reference/strip_align.html#plotnine.themes.themeable.strip_align"><code>strip_align</code></a>, <a href="./reference/strip_align_x.html#plotnine.themes.themeable.strip_align_x"><code>strip_align_x</code></a> <a href="./reference/strip_align_y.html#plotnine.themes.themeable.strip_align_y"><code>strip_align_y</code></a> respectively.</p></li>
-<li><p><a href="./reference/subplots_adjust.html#plotnine.themes.themeable.subplots_adjust"><code>subplots_adjust</code></a> has been deprecated. You no longer need to use <code class="sourceCode python">theme(subplots_adjust<span class="op">=</span>{<span class="st">"right"</span>: <span class="fl">0.85</span>})</code> and the like to make space for the legend or text around the panels. In the future, this will through an error.</p></li>
-<li><p>Changed default font-family (san-serif) from DejaVu Sans to Helvetica.</p></li>
-</ul>
-</section>
-<section id="bug-fixes-8" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-8">Bug Fixes</h3>
-<ul>
-<li><p>Fixed bug where a discrete position scale failed when mapping an empty variable. (<a href="https://github.com/has2k1/plotnine/issues/647" title="Issue: #647">#647</a>)</p></li>
-<li><p>Fixed bug where <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> with a datetime column run into an exception. (<a href="https://github.com/has2k1/plotnine/issues/629" title="Issue: #629">#629</a>)</p></li>
-<li><p>Fixed bug where <a href="./reference/geom_violin.html#plotnine.geom_violin"><code>geom_violin</code></a> with facetting and <code>"scales = free"</code> did not work. (<a href="https://github.com/has2k1/plotnine/issues/655" title="Issue: #655">#655</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/position_dodge2.html#plotnine.position_dodge2"><code>position_dodge2</code></a> to work with <code>preserve="single"</code> for <a href="./reference/geom_rect.html#plotnine.geom_rect"><code>geom_rect</code></a> and any other geoms that accept a min-max range along the x-axis.</p></li>
-<li><p>Fixed legend for <a href="./reference/geom_point.html#plotnine.geom_point"><code>geom_point</code></a> to accurately display transparent fill colors that have been manually set. (<a href="https://github.com/has2k1/plotnine/issues/665" title="Issue: #665">#665</a>)</p></li>
-<li><p>Fix issue where infinite limits for the <code>x</code> or <code>y</code> scales lead to an exception. (<a href="https://github.com/has2k1/plotnine/issues/664" title="Issue: #664">#664</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> and <a href="./reference/geom_label.html#plotnine.geom_label"><code>geom_label</code></a> when used with string formatting so that missing values are removed. (<a href="https://github.com/has2k1/plotnine/issues/651" title="Issue: #651">#651</a>)</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.10.1" class="level2">
-<h2 class="anchored" data-anchor-id="v0.10.1">v0.10.1</h2>
-<p>(2022-09-10)</p>
-<p><a href="https://doi.org/10.5281/zenodo.7124917"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.7124917.svg" class="img-fluid"></a></p>
-<p><em>This is a re-release of v0.10.0</em>.</p>
-<p>In the previous release the project description fileformat changed and not all references to it were corrected. PYPI read file that did not exist, got no description. This release is fixes error.</p>
-</section>
-<section id="v0.10.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.10.0">v0.10.0</h2>
-<p>(2022-09-10)</p>
-<p><a href="https://doi.org/10.5281/zenodo.7124912"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.7124912.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-9" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-9">Bug Fixes</h3>
-<ul>
-<li><p>Fixed bug in <a href="./reference/stat_bin_2d.html#plotnine.stat_bin_2d"><code>stat_bin_2d</code></a> where bins whose edges are zero or negative would yield the wrong plot. (<a href="https://github.com/has2k1/plotnine/issues/604" title="Issue: #604">#604</a>)</p></li>
-<li><p>Fixed bug <a href="./reference/stat_density_2d.html#plotnine.stat_density_2d"><code>stat_density_2d</code></a> which had been broken by Matplotlib 1.6.0. (<a href="https://github.com/has2k1/plotnine/issues/619" title="Issue: #619">#619</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> when using <code>adjust_text</code> for the arrows to have the same color as the text.</p></li>
-</ul>
-</section>
-<section id="new-features-2" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-2">New Features</h3>
-<ul>
-<li><p><a href="./reference/geom_ribbon.html#plotnine.geom_ribbon"><code>geom_ribbon</code></a> acquired new parameter <code>where</code> which can be used shade within given limits .</p></li>
-<li><p>Added support for objects with a <code>to_pandas</code> method to convert them to a pandas dataframe. You can now pass in <a href="https://pola.rs">polars</a> dataframes.</p></li>
-<li><p><a href="./reference/geom_ribbon.html#plotnine.geom_ribbon"><code>geom_ribbon</code></a> acquired new parameter <code>outline_type</code> which controls how to stroke the boundaries of the shaded area. This parameter is also available to <a href="./reference/geom_area.html#plotnine.geom_area"><code>geom_area</code></a> and <a href="./reference/geom_density.html#plotnine.geom_density"><code>geom_density</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/605" title="Issue: #605">#605</a>)</p></li>
-</ul>
-</section>
-<section id="api-changes-3" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-3">API Changes</h3>
-<ul>
-<li><p>The automatic groups generated by the system and depending on the aesthetic mappings now only depend those aesthetics that have scales. This is more strict than has been, should affect very few cases of code that has been written and it should be less surprising to the users.</p></li>
-<li><p><a href="./reference/geom_area.html#plotnine.geom_area"><code>geom_area</code></a> and <a href="./reference/geom_density.html#plotnine.geom_density"><code>geom_density</code></a> now default to showing only the upper outline/boundary of the area. Use <code>outline_type="full"</code> for the old behaviour.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.9.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.9.0">v0.9.0</h2>
-<p>(2022-07-01)</p>
-<p><a href="https://doi.org/10.5281/zenodo.7124918"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.7124918.svg" class="img-fluid"></a></p>
-<section id="api-changes-4" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-4">API Changes</h3>
-<ul>
-<li>For the calls to <code>ggplot</code>, the order of the positional arguments is <code>(data, mapping)</code> and for calls <code>geoms</code> and <code>stats</code> the order is <code>(mapping, data)</code>. In practice, you can still provide one/two positional arguments in any order. However, the are a few cases where old code will breaks due to duplicate parameters.</li>
-</ul>
-</section>
-<section id="new-features-3" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-3">New Features</h3>
-<ul>
-<li><p>Added <a href="./reference/geom_pointdensity.html#plotnine.geom_pointdensity"><code>geom_pointdensity</code></a>, a 2D density plot that does not hide the distribution of the individual data points.</p></li>
-<li><p><a href="./reference/position_dodge2.html#plotnine.position_dodge2"><code>position_dodge2</code></a> gained the ability to reverse the order of the plotted groups. (<a href="https://github.com/has2k1/plotnine/issues/515" title="Issue: #515">#515</a>)</p></li>
-<li><p>Added <a href="./reference/theme_tufte.html#plotnine.theme_tufte"><code>theme_tufte</code></a>, a theme that reduces the distractions around plot data.</p></li>
-<li><p><a href="./reference/labs.html#plotnine.labs"><code>labs</code></a> can now be used to create a <code>caption</code>. This caption can be styled using the <code>plot_caption</code> parameter to <a href="./reference/theme.html#plotnine.theme"><code>theme</code></a>.</p>
-<div class="sourceCode" id="cb10"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a>theme(plot_caption<span class="op">=</span>element_text(size<span class="op">=</span><span class="dv">13</span>))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div></li>
-<li><p>You can now align the <code>plot_title</code> horizontally to the left or right.</p>
-<div class="sourceCode" id="cb11"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>theme(plot_title<span class="op">=</span>element_text(ha<span class="op">=</span><span class="st">"left"</span>))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>Before, the title was always centered.</p></li>
-</ul>
-</section>
-<section id="bug-fixes-10" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-10">Bug Fixes</h3>
-<ul>
-<li><p>Fixed bug in <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> and <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> where the <code>drop</code> parameter was ignored. (<a href="https://github.com/has2k1/plotnine/issues/510" title="Issue: #510">#510</a>)</p></li>
-<li><p>Fixed issue with <a href="./reference/annotation_logticks.html#plotnine.annotation_logticks"><code>annotation_logticks</code></a> where the wrong range was used for the x|y axis. (<a href="https://github.com/has2k1/plotnine/issues/525" title="Issue: #525">#525</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_smooth.html#plotnine.geom_smooth"><code>geom_smooth</code></a> where using a coordinate transformation without computing the standard error led to a crash. (<a href="https://github.com/has2k1/plotnine/issues/526" title="Issue: #526">#526</a>)</p></li>
-<li><p>Fixed bug where you could not specific the cap/end of a dashed line when styling a plot with <a href="./reference/element_line.html#plotnine.element_line"><code>element_line</code></a>.</p></li>
-<li><p>Fixed legend for <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> so that the entries have the same stroke and points on the map. (<a href="https://github.com/has2k1/plotnine/issues/534" title="Issue: #534">#534</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_histogram.html#plotnine.geom_histogram"><code>geom_histogram</code></a> for some cases when it fails to automatically determine the number of bins. (<a href="https://github.com/has2k1/plotnine/issues/543" title="Issue: #543">#543</a>)</p></li>
-<li><p>Fixed <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> and <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> when mapping to lists/arrays/series so that the rows mapped this way are not mixed up. (<a href="https://github.com/has2k1/plotnine/issues/548" title="Issue: #548">#548</a>)</p></li>
-<li><p>Fixed <a href="./reference/stat_bin_2d.html#plotnine.stat_bin_2d"><code>stat_bin_2d</code></a> not to error for matplotlib &gt;= 3.5.0 so that it does not throw a Numpy error. (<a href="https://github.com/has2k1/plotnine/issues/567" title="Issue: #567">#567</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> to be able to draw Polygons with holes in them.</p></li>
-<li><p>Fixed <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> to be able to draw MultiPolygons.</p></li>
-<li><p>Fixed <a href="./reference/scale_x_discrete.html#plotnine.scale_x_discrete"><code>scale_x_discrete</code></a> and <a href="./reference/scale_x_discrete.html#plotnine.scale_x_discrete"><code>scale_x_discrete</code></a> to work properly with <code>None</code> values. (<a href="https://github.com/has2k1/plotnine/issues/523" title="Issue: #523">#523</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_point.html#plotnine.geom_point"><code>geom_point</code></a> to respect not to use the <code>fill</code> mapping on unfilled shapes. (<a href="https://github.com/has2k1/plotnine/issues/100" title="Issue: #100">#100</a>)</p></li>
-<li><p>Fixed <a href="./reference/position_stack.html#plotnine.position_stack"><code>position_stack</code></a> to work with scales that have non-linear transformations. e.g. <a href="./reference/scale_y_log10.html#plotnine.scale_y_log10"><code>scale_y_log10</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/580" title="Issue: #580">#580</a>)</p></li>
-<li><p>Fixed scales to work with limits passed as a function.</p></li>
-<li><p>Fixed <a href="./reference/axis_ticks.html#plotnine.themes.themeable.axis_ticks"><code>axis_ticks</code></a> so you can change the colour of the axis ticks. This was probably a regression due to changes in Matplotlib.</p></li>
-<li><p>Fixed <a href="./reference/panel_ontop.html#plotnine.themes.themeable.panel_ontop"><code>panel_ontop</code></a> so that if is set to <code>False</code>, then the data visualised below the grid-lines. (<a href="https://github.com/has2k1/plotnine/issues/585" title="Issue: #585">#585</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_ribbon.html#plotnine.geom_ribbon"><code>geom_ribbon</code></a>, <a href="./reference/geom_area.html#plotnine.geom_area"><code>geom_area</code></a> and <a href="./reference/geom_density.html#plotnine.geom_density"><code>geom_density</code></a> to work with <a href="./reference/coord_flip.html#plotnine.coord_flip"><code>coord_flip</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/596" title="Issue: #596">#596</a>)</p></li>
-</ul>
-</section>
-<section id="enhancements-8" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-8">Enhancements</h3>
-<ul>
-<li><p><a href="./reference/stat_summary.html#plotnine.stat_summary"><code>stat_summary</code></a> now has a default summary function. (<a href="https://github.com/has2k1/plotnine/issues/528" title="Issue: #528">#528</a>)</p></li>
-<li><p><a href="./reference/stat_density.html#plotnine.stat_density"><code>stat_density</code></a> now uses a fast computation path for gaussian densities with no weights. This was probably a regression.</p></li>
-<li><p><a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> can now draw MultiPoints, MultiLineStrings and MultiPolygons.</p></li>
-<li><p><a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> with <code>adjust_text</code> can now be used in more than one layer with good enough results.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.8.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.8.0">v0.8.0</h2>
-<p>(2021-03-24)</p>
-<p><a href="https://doi.org/10.5281/zenodo.4636791"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.4636791.svg" class="img-fluid"></a></p>
-<section id="api-changes-5" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-5">API Changes</h3>
-<ul>
-<li>How you map to calculated aesthetics has changed. Use the <a href="./reference/after_stat.html#plotnine.after_stat"><code>after_stat</code></a> function. The old methods <code>'stat(name)'</code> and <code>'..name..'</code> have been deprecated.</li>
-</ul>
-</section>
-<section id="new-features-4" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-4">New Features</h3>
-<ul>
-<li><p>You can now map to aesthetics at three different stages. See <a href="./reference/aes.html#plotnine.aes"><code>aes</code></a>, <a href="./reference/after_stat.html#plotnine.after_stat"><code>after_stat</code></a>, <a href="./reference/after_scale.html#plotnine.after_scale"><code>after_scale</code></a> and <a href="./reference/stage.html#plotnine.stage"><code>stage</code></a>.</p></li>
-<li><p><a href="./reference/geom_violin.html#plotnine.geom_violin"><code>geom_violin</code></a> gained the a new parameter <code>style</code> with which you can draw half violin (density curve on one side and flat on the other).</p></li>
-<li><p>Added <a href="./reference/geom_raster.html#plotnine.geom_raster"><code>geom_raster</code></a>.</p></li>
-<li><p><code>geoms</code> gained new parameter <code>raster</code> for the <a href="./reference/layer.html#plotnine.layer.layer"><code>layer</code></a>. You can use it to rasterize any layer when the resulting plot is of vector format e.g.&nbsp;<code>pdf</code>.</p></li>
-<li><p>Using the <code>space</code> parameter, <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> gained the ability to have rows and columns of panels of different sizes.</p></li>
-</ul>
-</section>
-<section id="bug-fixes-11" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-11">Bug Fixes</h3>
-<ul>
-<li><p>Fixed issue where some plots with a colorbar would fail for specific themes. (<a href="https://github.com/has2k1/plotnine/issues/424" title="Issue: #424">#424</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> to plot <code>MultiLineString</code> geom types.</p></li>
-<li><p>Fixed <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> to allow any order of <code>mapping</code> and <code>data</code> positional arguments.</p></li>
-<li><p>Fixed bug were the plotted image may have ignored theming that relied on some Matplotlib rcParams. (<a href="https://github.com/has2k1/plotnine/issues/451" title="Issue: #451">#451</a>)</p></li>
-<li><p>Fixed the <code>weight</code> aesthetic in <a href="./reference/geom_boxplot.html#plotnine.geom_boxplot"><code>geom_boxplot</code></a>, previously ignored it is now recognised. (<a href="https://github.com/has2k1/plotnine/issues/438" title="Issue: #438">#438</a>)</p></li>
-<li><p>Fixed <a href="./reference/annotation_logticks.html#plotnine.annotation_logticks"><code>annotation_logticks</code></a> and <a href="./reference/annotation_stripes.html#plotnine.annotation_stripes"><code>annotation_stripes</code></a> to work without global data and aesthetics. (<a href="https://github.com/has2k1/plotnine/issues/469" title="Issue: #469">#469</a>)</p></li>
-<li><p>Fix <a href="./reference/scale_shape_discrete.html#plotnine.scale_shape_discrete"><code>scale_shape_discrete</code></a> when printing many unfilled shapes not to assign the same shapes to more than one group. (<a href="https://github.com/has2k1/plotnine/issues/473" title="Issue: #473">#473</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/stat_ellipse.html#plotnine.stat_ellipse"><code>stat_ellipse</code></a> where the center of the ellipse assuming a multivariate t-distribution was incorrectly calculated. (<a href="https://github.com/has2k1/plotnine/issues/493" title="Issue: #493">#493</a>)</p></li>
-<li><p>Fixed calculation of <code>ndensity</code> in <a href="./reference/stat_bin.html#plotnine.stat_bin"><code>stat_bin</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/494" title="Issue: #494">#494</a>)</p></li>
-</ul>
-</section>
-<section id="enhancements-9" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-9">Enhancements</h3>
-<ul>
-<li><p>Manual scales now match the values of the breaks if the breaks are given. (<a href="https://github.com/has2k1/plotnine/issues/445" title="Issue: #445">#445</a>)</p></li>
-<li><p>Using <code>print</code> to show a ggplot object will not show the hash (<code>&lt;ggplot: ...&gt;</code>) anymore. There is now a difference between <code>repr(p)</code> and <code>str(p)</code>. (<a href="https://github.com/has2k1/plotnine/issues/453" title="Issue: #453">#453</a>)</p></li>
-<li><p>Added option to for the <code>base_family</code> of a theme, now you can set it once with and have it be applied to all themes. (<a href="https://github.com/has2k1/plotnine/issues/436" title="Issue: #436">#436</a>)</p>
-<div class="sourceCode" id="cb12"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> plotnine.options <span class="im">import</span> set_option</span>
-<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>set_option(<span class="st">'base_family'</span>, <span class="st">'Comic Sans MS'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div></li>
-<li><p>You can now add <code>None</code> to a ggplot, doing so returns a copy of the the ggplot object. (<a href="https://github.com/has2k1/plotnine/issues/474" title="Issue: #474">#474</a>)</p></li>
-<li><p>Better handling of multiline facet labels. (<a href="https://github.com/has2k1/plotnine/issues/484" title="Issue: #484">#484</a>)</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.7.1" class="level2">
-<h2 class="anchored" data-anchor-id="v0.7.1">v0.7.1</h2>
-<p>(2020-08-05)</p>
-<p><a href="https://doi.org/10.5281/zenodo.3973626"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.3973626.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-12" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-12">Bug Fixes</h3>
-<ul>
-<li><p>Fixed issue where a plot has no data and the geoms have no data, but the mappings are valid. (<a href="https://github.com/has2k1/plotnine/issues/404" title="Issue: #404">#404</a>)</p></li>
-<li><p>Fixed <code>preserve="single"</code> in <a href="./reference/position_dodge.html#plotnine.position_dodge"><code>position_dodge</code></a> and <a href="./reference/position_dodge2.html#plotnine.position_dodge2"><code>position_dodge2</code></a> to work for geoms that only have <code>x</code> aesthetic and not <code>xmin</code> and <code>xmax</code> e.g <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a>.</p></li>
-<li><p>Fix regression in <code>v0.7.0</code> where plots with a colorbar would fail if using <a href="./reference/theme_matplotlib.html#plotnine.theme_matplotlib"><code>theme_matplotlib</code></a>.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.7.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.7.0">v0.7.0</h2>
-<p>(2020-06-05)</p>
-<p><a href="https://doi.org/10.5281/zenodo.3878645"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.3878645.svg" class="img-fluid"></a></p>
-<section id="api-changes-6" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-6">API Changes</h3>
-<ul>
-<li><p>Changed the default method of calculating bandwidth for all stats that use kernel density estimation. The affected stats are <a href="./reference/stat_density.html#plotnine.stat_density"><code>stat_density</code></a>, <a href="./reference/stat_ydensity.html#plotnine.stat_ydensity"><code>stat_ydensity</code></a>, and <a href="./reference/stat_sina.html#plotnine.stat_sina"><code>stat_sina</code></a>. These stats can now work with groups that have a single unique value.</p></li>
-<li><p>Changed <code>scale_colour_continuous</code> to refer to the same scale as <a href="./reference/scale_color_continuous.html#plotnine.scale_color_continuous"><code>scale_color_continuous</code></a>.</p></li>
-<li><p>Changed <a href="./reference/scale_color_cmap.html#plotnine.scale_color_cmap"><code>scale_color_cmap</code></a> so the parameter <code>cmap_name</code> refers to the name of the color palette and <code>name</code> refers to the name of the scale. (<a href="https://github.com/has2k1/plotnine/issues/371" title="Issue: #371">#371</a>)</p></li>
-</ul>
-</section>
-<section id="new-features-5" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-5">New Features</h3>
-<ul>
-<li><p><code>aes</code> got an internal function <code>reorder</code> which makes it easy to change the ordering of a discrete variable according to some other variable/column.</p></li>
-<li><p><a href="./reference/stat_smooth.html#plotnine.stat_smooth"><code>stat_smooth</code></a> can now use formulae for linear models.</p></li>
-</ul>
-</section>
-<section id="bug-fixes-13" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-13">Bug Fixes</h3>
-<ul>
-<li><p>Fixed issue where a wrong warning could be issued about changing the transform of a specialised scale. It mostly affected the <em>timedelta</em> scale.</p></li>
-<li><p>Fixed <a href="./reference/geom_violin.html#plotnine.geom_violin"><code>geom_violin</code></a> and other geoms when used with <code>position="dodge"</code> not to crash when if a layer has an empty group of data.</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_path.html#plotnine.geom_path"><code>geom_path</code></a> for some cases when groups had less than 2 points. (<a href="https://github.com/has2k1/plotnine/issues/319" title="Issue: #319">#319</a>)</p></li>
-<li><p>Fixed all stats that compute kernel density estimates to work when all the data points are the same. (<a href="https://github.com/has2k1/plotnine/issues/317" title="Issue: #317">#317</a>)</p></li>
-<li><p>Fixed issue where setting the group to a string value i.e.&nbsp;<code>group="string"</code> outside <code>aes()</code> failed due to an error.</p></li>
-<li><p>Fixed issue where discrete position scales could not deal with fewer limits than those present in the data. (<a href="https://github.com/has2k1/plotnine/issues/342" title="Issue: #342">#342</a>)</p></li>
-<li><p>Fixed issue with using custom tuple linetypes~ with <a href="./reference/scale_linetype_manual.html#plotnine.scale_linetype_manual"><code>scale_linetype_manual</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/352" title="Issue: #352">#352</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> to work with facets. (<a href="https://github.com/has2k1/plotnine/issues/359" title="Issue: #359">#359</a>)</p></li>
-<li><p>Fixed <a href="./reference/position_jitterdodge.html#plotnine.position_jitterdodge"><code>position_jitterdodge</code></a> to work when <code>color</code> is used as an aesthetic. (<a href="https://github.com/has2k1/plotnine/issues/372" title="Issue: #372">#372</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_qq.html#plotnine.geom_qq"><code>geom_qq</code></a> to work with facets. (<a href="https://github.com/has2k1/plotnine/issues/379" title="Issue: #379">#379</a>)</p></li>
-<li><p>Fixed skewed head in <a href="./reference/arrow.html#plotnine.arrow"><code>arrow</code></a> when drawn on facetted plot. (<a href="https://github.com/has2k1/plotnine/issues/388" title="Issue: #388">#388</a>)</p></li>
-<li><p>Fixed issue with <a href="./reference/stat_density.html#plotnine.stat_density"><code>stat_density</code></a> where weights could not be used with a gaussian model. (<a href="https://github.com/has2k1/plotnine/issues/392" title="Issue: #392">#392</a>)</p></li>
-<li><p>Fixed bug where <a href="./reference/guide_colorbar.html#plotnine.guide_colorbar"><code>guide_colorbar</code></a> width and height could not be controlled by <a href="./reference/legend_key_width.html#plotnine.themes.themeable.legend_key_width"><code>legend_key_width</code></a> and <a href="./reference/legend_key_height.html#plotnine.themes.themeable.legend_key_height"><code>legend_key_height</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/360" title="Issue: #360">#360</a>)</p></li>
-</ul>
-</section>
-<section id="enhancements-10" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-10">Enhancements</h3>
-<ul>
-<li><p>You can now set the bandwidth parameter <code>bw</code> of <a href="./reference/stat_ydensity.html#plotnine.stat_ydensity"><code>stat_ydensity</code></a>.</p></li>
-<li><p>Parameters <code>ha</code> and <code>va</code> of <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> have been converted to aesthetics. You can now map to them. (<a href="https://github.com/has2k1/plotnine/issues/325" title="Issue: #325">#325</a>)</p></li>
-<li><p>All themes (except <code>theme_matplotlib</code>) now do not show minor ticks. (<a href="https://github.com/has2k1/plotnine/issues/348" title="Issue: #348">#348</a>)</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.6.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.6.0">v0.6.0</h2>
-<p>(2019-08-21)</p>
-<p><a href="https://doi.org/10.5281/zenodo.3373970"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.3373970.svg" class="img-fluid"></a></p>
-<section id="api-changes-7" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-7">API Changes</h3>
-<ul>
-<li><p>The <code>draw</code> parameter of <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> has been removed. Shapefiles should contain only one type of geometry and that is the geometry that is drawn.</p></li>
-<li><p>Ordinal (Ordered categorical) columns are now mapped to ordinal scales. This creates different plots.</p></li>
-<li><p>The default mapping for the computed aesthetic <em>size</em> of <a href="./reference/stat_sum.html#plotnine.stat_sum"><code>stat_sum</code></a> has changed to <code>'stat(n)'</code>. This also changes the default plot for <a href="./reference/geom_count.html#plotnine.geom_count"><code>geom_count</code></a>.</p></li>
-</ul>
-</section>
-<section id="new-features-6" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-6">New Features</h3>
-<ul>
-<li><a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> gained the <code>adjust_text</code> parameter, and can now repel text.</li>
-<li>Added <a href="./reference/annotation_logticks.html#plotnine.annotation_logticks"><code>annotation_logticks</code></a>.</li>
-<li>Added <a href="./reference/geom_sina.html#plotnine.geom_sina"><code>geom_sina</code></a></li>
-<li>Added scales for ordinal (ordered categorical) columns.</li>
-<li><a href="./reference/geom_step.html#plotnine.geom_step"><code>geom_step</code></a> gained the option <code>mid</code> for the direction parameter. The steps are taken mid-way between adjacent x values.</li>
-<li>Added <a href="./reference/annotation_stripes.html#plotnine.annotation_stripes"><code>annotation_stripes</code></a>.</li>
-</ul>
-</section>
-<section id="bug-fixes-14" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-14">Bug Fixes</h3>
-<ul>
-<li><p>Fixed bug where facetting would fail if done on a plot with annotation(s) and one of the facetting columns was also a variable in the environment.</p></li>
-<li><p>Fixed bug where <a href="./reference/coord_flip.html#plotnine.coord_flip"><code>coord_flip</code></a> would not flip geoms created by <a href="./reference/geom_rug.html#plotnine.geom_rug"><code>geom_rug</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/216" title="Issue: #216">#216</a>)</p></li>
-<li><p>Fixed bug where plots with <a href="./reference/theme_xkcd.html#plotnine.theme_xkcd"><code>theme_xkcd</code></a> cannot be saved twice. (<a href="https://github.com/has2k1/plotnine/issues/199" title="Issue: #199">#199</a>)</p></li>
-<li><p>Fixed bug that made it impossible to map to columns with the same name as a calculated columns of the stat. (<a href="https://github.com/has2k1/plotnine/issues/234" title="Issue: #234">#234</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_smooth.html#plotnine.geom_smooth"><code>geom_smooth</code></a> that made it difficult to use it with stats other than <a href="./reference/stat_smooth.html#plotnine.stat_smooth"><code>stat_smooth</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/242" title="Issue: #242">#242</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/position_dodge.html#plotnine.position_dodge"><code>position_dodge</code></a> where by bar plot could get thinner when facetting and using <code>preserve = 'single'</code>. (<a href="https://github.com/has2k1/plotnine/issues/224" title="Issue: #224">#224</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/coord_trans.html#plotnine.coord_trans"><code>coord_trans</code></a> where if the transformation reversed the original limits, the order in which the data was laid out remained unchanged. (<a href="https://github.com/has2k1/plotnine/issues/253" title="Issue: #253">#253</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/stat_count.html#plotnine.stat_count"><code>stat_count</code></a> where <code>float</code> weights were rounded and lead to a wrong plot. (<a href="https://github.com/has2k1/plotnine/issues/260" title="Issue: #260">#260</a>)</p></li>
-<li><p>Fixed bug where one could not use the British spelling <code>colour</code> to rename a color scale. (<a href="https://github.com/has2k1/plotnine/issues/264" title="Issue: #264">#264</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/lims.html#plotnine.lims"><code>lims</code></a>, <a href="./reference/xlim.html#plotnine.xlim"><code>xlim</code></a>, and <a href="./reference/ylim.html#plotnine.ylim"><code>ylim</code></a> where <code>datetime</code> and <code>timedelta</code> limits resulted in an error.</p></li>
-<li><p>Fixed bug where <a href="./reference/geom_rect.html#plotnine.geom_rect"><code>geom_rect</code></a> could not be used with <a href="./reference/coord_trans.html#plotnine.coord_trans"><code>coord_trans</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/256" title="Issue: #256">#256</a>)</p></li>
-<li><p>Fixed bug where using free scales with facetting and flipping the coordinate axes could give unexpected results. (<a href="https://github.com/has2k1/plotnine/issues/286" title="Issue: #286">#286</a>)</p></li>
-<li><p>Fixed unwanted tick along the axis for versions of Matplotlib &gt;= 3.1.0.</p></li>
-<li><p>Fixed <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> not to error when using <code>hjust</code> and <code>vjust</code>. (<a href="https://github.com/has2k1/plotnine/issues/287" title="Issue: #287">#287</a>)</p></li>
-<li><p>Fixed bug where <a href="./reference/geom_abline.html#plotnine.geom_abline"><code>geom_abline</code></a> <a href="./reference/geom_hline.html#plotnine.geom_hline"><code>geom_hline</code></a> and <a href="./reference/geom_vline.html#plotnine.geom_vline"><code>geom_vline</code></a> could give wrong results when used with <a href="./reference/coord_trans.html#plotnine.coord_trans"><code>coord_trans</code></a>.</p></li>
-<li><p>Fixed bug where layers with only infinite values would lead to an exception if they were the first layer encountered when choosing a scale.</p></li>
-</ul>
-</section>
-<section id="enhancements-11" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-11">Enhancements</h3>
-<ul>
-<li><p>Legends are now plotted in a predictable order which dedends on how the plot is constructed.</p></li>
-<li><p>The spokes drawn by <a href="./reference/geom_spoke.html#plotnine.geom_spoke"><code>geom_spoke</code></a> can now have a fixed angle.</p></li>
-<li><p>Aesthetics that share a scale (e.g.&nbsp;color and fill can have the same scale) get different guides if mapped to different columns.</p></li>
-<li><p>When the transform of a specialised (one that is not and identity scale) continuous scale is altered, the user is warned about a possible error in what they expect. (<a href="https://github.com/has2k1/plotnine/issues/254" title="Issue: #254">#254</a>, <a href="https://github.com/has2k1/plotnine/issues/255" title="Issue: #255">#255</a>)</p></li>
-<li><p>The <code>method_args</code> parameter in <a href="./reference/stat_smooth.html#plotnine.stat_smooth"><code>stat_smooth</code></a> can now differentiate between arguments for initialising and those for fitting the smoothing model.</p></li>
-<li><p><a href="./reference/position_nudge.html#plotnine.position_nudge"><code>position_nudge</code></a> can now deal with more geoms e.g. <a href="./reference/geom_boxplot.html#plotnine.geom_boxplot"><code>geom_boxplot</code></a>.</p></li>
-<li><p>The <code>limits</code> parameter of <a href="./reference/scale_x_discrete.html#plotnine.scale_x_discrete"><code>scale_x_discrete</code></a> and <a href="./reference/scale_y_discrete.html#plotnine.scale_y_discrete"><code>scale_y_discrete</code></a> can now be a function.</p></li>
-<li><p>The <code>width</code> of the boxplot can now be set irrespective of the stat.</p></li>
-<li><p>The mid-point color of <a href="./reference/scale_color_distiller.html#plotnine.scale_color_distiller"><code>scale_color_distiller</code></a> now matches that of the trained data.</p></li>
-<li><p>The way in which layers are created has been refactored to give packages that that extend plotnine more flexibility in manipulating the layers.</p></li>
-<li><p>You can now specify one sided limits for coordinates. e.g. <code class="sourceCode python">coord_cartesian(limits<span class="op">=</span>(<span class="va">None</span>, <span class="dv">10</span>))</code>.</p></li>
-<li><p>All the themeables have been lifted into the definition of <a href="./reference/theme.html#plotnine.theme"><code>theme</code></a> so they can be suggested autocomplete.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.5.1" class="level2">
-<h2 class="anchored" data-anchor-id="v0.5.1">v0.5.1</h2>
-<p>(2018-10-17)</p>
-<p><a href="https://doi.org/10.5281/zenodo.1464803"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.1464803.svg" class="img-fluid"></a></p>
-<section id="bug-fixes-15" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-15">Bug Fixes</h3>
-<ul>
-<li>Changed the dependency for mizani to <code>v0.5.2</code>. This fixes an issue where facetting may create plots with missing items. (<a href="https://github.com/has2k1/plotnine/issues/210" title="Issue: #210">#210</a>)</li>
-</ul>
-</section>
-</section>
-<section id="v0.5.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.5.0">v0.5.0</h2>
-<p>(2018-10-16)</p>
-<p><a href="https://doi.org/10.5281/zenodo.1464204"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.1464204.svg" class="img-fluid"></a></p>
-<section id="api-changes-8" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-8">API Changes</h3>
-<ul>
-<li>Plotnine 0.5.0 only supports Python 3.5 and higher</li>
-<li>geopandas has been removed as a requirement for installation. Users of <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a> will have to install it separately. (<a href="https://github.com/has2k1/plotnine/issues/178" title="Issue: #178">#178</a>)</li>
-</ul>
-</section>
-<section id="bug-fixes-16" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-16">Bug Fixes</h3>
-<ul>
-<li><p>Fixed issue where with the <code>subplots_adjust</code> themeable could not be used to set the <code>wspace</code> and <code>hspace</code> Matplotlib subplot parameters. (<a href="https://github.com/has2k1/plotnine/issues/185" title="Issue: #185">#185</a>)</p></li>
-<li><p>Fixed in <a href="./reference/stat_bin.html#plotnine.stat_bin"><code>stat_bin</code></a> where setting custom limits for the scale leads to an error. (<a href="https://github.com/has2k1/plotnine/issues/189" title="Issue: #189">#189</a>)</p></li>
-<li><p>Fixed issue interactive plots where the x &amp; y coordinates of the mouse do not show. (<a href="https://github.com/has2k1/plotnine/issues/187" title="Issue: #187">#187</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_abline.html#plotnine.geom_abline"><code>geom_abline</code></a> where passing the mapping as a keyword parameter lead to a wrong plot. (<a href="https://github.com/has2k1/plotnine/issues/196" title="Issue: #196">#196</a>)</p></li>
-<li><p>Fixed issue where <code>minor_breaks</code> for transformed scaled would have to be given in the transformed coordinates. Know they are given the data coordinates just like the major <code>breaks</code>.</p></li>
-</ul>
-</section>
-<section id="enhancements-12" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-12">Enhancements</h3>
-<ul>
-<li><p>For all geoms, with <a href="./reference/coord_cartesian.html#plotnine.coord_cartesian"><code>coord_cartesian</code></a> <code>float('inf')</code> or <code>np.inf</code> are interpreted as the boundary of the plot panel.</p></li>
-<li><p>Discrete scales now show missing data (<code>None</code> and <code>nan</code>). This behaviour is controlled by the new <code>na_translate</code> option.</p></li>
-<li><p>The <code>minor_breaks</code> parameter for continuous scales can now be given as an integer. An integer is taken to control the number of minor breaks between any set of major breaks.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.4.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.4.0">v0.4.0</h2>
-<p><em>2018-01-08</em></p>
-<p><a href="https://doi.org/10.5281/zenodo.1325309"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.1325309.svg" class="img-fluid"></a></p>
-<section id="api-changes-9" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-9">API Changes</h3>
-<ul>
-<li><p>Calculated aesthetics are accessed using the <code>plotnine.aes.stat</code> function. The old method (double dots <code>..name..</code>) still works.</p></li>
-<li><p><a href="./reference/stat_qq.html#plotnine.stat_qq"><code>stat_qq</code></a> calculates slightly different points for the theoretical quantiles.</p></li>
-<li><p>The <code>scales</code> (when set to <em>free</em>, <em>free_x</em> or <em>free_y</em>) parameter of <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> and <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> assigns the same scale across the rows and columns.</p></li>
-</ul>
-</section>
-<section id="new-features-7" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-7">New Features</h3>
-<ul>
-<li><p>Added <a href="./reference/geom_qq_line.html#plotnine.geom_qq_line"><code>geom_qq_line</code></a> and <a href="./reference/stat_qq_line.html#plotnine.stat_qq_line"><code>stat_qq_line</code></a>, for lines through Q-Q plots.</p></li>
-<li><p>Added <a href="./reference/geom_density_2d.html#plotnine.geom_density_2d"><code>geom_density_2d</code></a> and <a href="./reference/stat_density_2d.html#plotnine.stat_density_2d"><code>stat_density_2d</code></a>.</p></li>
-<li><p>Added <a href="./reference/stat_ellipse.html#plotnine.stat_ellipse"><code>stat_ellipse</code></a>.</p></li>
-<li><p>Added <a href="./reference/geom_map.html#plotnine.geom_map"><code>geom_map</code></a>.</p></li>
-<li><p>Plotnine learned to respect plydata groups.</p></li>
-<li><p>Added <a href="./reference/stat_hull.html#plotnine.stat_hull"><code>stat_hull</code></a>.</p></li>
-<li><p>Added <a href="./reference/save_as_pdf_pages.html#plotnine.save_as_pdf_pages"><code>save_as_pdf_pages</code></a>.</p></li>
-</ul>
-</section>
-<section id="bug-fixes-17" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-17">Bug Fixes</h3>
-<ul>
-<li><p>Fixed issue where colorbars may chop off the colors at the limits of a scale.</p></li>
-<li><p>Fixed issue with creating fixed mappings to datetime and timedelta type values. (<a href="https://github.com/has2k1/plotnine/issues/88" title="Issue: #88">#88</a>)</p></li>
-<li><p>Fixed <a href="./reference/scale_x_datetime.html#plotnine.scale_x_datetime"><code>scale_x_datetime</code></a> and <a href="./reference/scale_y_datetime.html#plotnine.scale_y_datetime"><code>scale_y_datetime</code></a> to handle the intercepts along the axes. (<a href="https://github.com/has2k1/plotnine/issues/97" title="Issue: #97">#97</a>)</p></li>
-<li><p>Fixed <a href="./reference/stat_bin.html#plotnine.stat_bin"><code>stat_bin</code></a> and <a href="./reference/stat_bin_2d.html#plotnine.stat_bin_2d"><code>stat_bin_2d</code></a> to properly handle the <code>breaks</code> parameter when used with a transforming scale.</p></li>
-<li><p>Fixed issue with x and y scales where the <code>name</code> of the scale was ignored when determining the axis titles. Now, the <code>name</code> parameter is specified, it is used as the title. (<a href="https://github.com/has2k1/plotnine/issues/105" title="Issue: #105">#105</a>)</p></li>
-<li><p>Fixed bug in discrete scales where a column could not be mapped to integer values. (<a href="https://github.com/has2k1/plotnine/issues/108" title="Issue: #108">#108</a>)</p></li>
-<li><p>Make it possible to hide the legend with <code>theme(legend_position="none")</code>. (<a href="https://github.com/has2k1/plotnine/issues/119" title="Issue: #119">#119</a>)</p></li>
-<li><p>Fixed issue in <a href="./reference/stat_summary_bin.html#plotnine.stat_summary_bin"><code>stat_summary_bin</code></a> where some input values gave an error. (<a href="https://github.com/has2k1/plotnine/issues/123" title="Issue: #123">#123</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_ribbon.html#plotnine.geom_ribbon"><code>geom_ribbon</code></a> to sort data before plotting. (<a href="https://github.com/has2k1/plotnine/issues/127" title="Issue: #127">#127</a>)</p></li>
-<li><p>Fixed <code>IndexError</code> in <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> when row/column variable has 1 unique value. (<a href="https://github.com/has2k1/plotnine/issues/129" title="Issue: #129">#129</a>)</p></li>
-<li><p>Fixed <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> when <code>scale="free"</code>, <code>scale="free_x"</code> or <code>scale="free_y"</code>, the panels share axes along the row or column.</p></li>
-<li><p>Fixed <a href="./reference/geom_boxplot.html#plotnine.geom_boxplot"><code>geom_boxplot</code></a> so that user can create a boxplot by specifying all required aesthetics. (<a href="https://github.com/has2k1/plotnine/issues/136" title="Issue: #136">#136</a>)</p></li>
-<li><p>Fixed <a href="./reference/geom_violin.html#plotnine.geom_violin"><code>geom_violin</code></a> to work when some groups are empty. (<a href="https://github.com/has2k1/plotnine/issues/131" title="Issue: #131">#131</a>)</p></li>
-<li><p>Fixed continuous scales to accept <code>minor=None</code>. (<a href="https://github.com/has2k1/plotnine/issues/120" title="Issue: #120">#120</a>)</p></li>
-<li><p>Fixed bug for discrete position scales, where <code>drop=False</code> did not drop unused categories. (<a href="https://github.com/has2k1/plotnine/issues/139" title="Issue: #139">#139</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/stat_ydensity.html#plotnine.stat_ydensity"><code>stat_ydensity</code></a> that caused an exception when a panel had no data. (<a href="https://github.com/has2k1/plotnine/issues/147" title="Issue: #147">#147</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/coord_trans.html#plotnine.coord_trans"><code>coord_trans</code></a> where coordinate transformation and facetting could fail with a <code>KeyError</code>. (<a href="https://github.com/has2k1/plotnine/issues/151" title="Issue: #151">#151</a>)</p></li>
-<li><p>Fixed bug that lead to a <code>TypeError</code> when aesthetic mappings to could be recognised as being groupable. It was easy to stumble on this bug when using <a href="./reference/geom_density.html#plotnine.geom_density"><code>geom_density</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/165" title="Issue: #165">#165</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> where some combination of parameters lead to unexpected panel arrangements. (<a href="https://github.com/has2k1/plotnine/issues/163" title="Issue: #163">#163</a>)</p></li>
-<li><p>Fixed bug where the legend text of colorbars could not be themed. (<a href="https://github.com/has2k1/plotnine/issues/171" title="Issue: #171">#171</a>)</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.3.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.3.0">v0.3.0</h2>
-<p><em>(2017-11-08)</em></p>
-<section id="api-changes-10" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-10">API Changes</h3>
-<ul>
-<li><p><a href="./reference/geom_smooth.html#plotnine.geom_smooth"><code>geom_smooth</code></a> gained an extra parameter <code>legend_fill_ratio</code> that control the area of the legend that is filled to indicate confidence intervals. (<a href="https://github.com/has2k1/plotnine/issues/32" title="Issue: #32">#32</a>)</p></li>
-<li><p><a href="./reference/ggplot.html#plotnine.ggplot.save"><code>save</code></a> gained an extra parameter <code>verbose</code>. It no longer guesses when to print information and when not to.</p></li>
-<li><p><a href="./reference/ggplot.html#plotnine.ggplot.draw"><code>draw</code></a> gained an extra parameter <code>return_ggplot</code>.</p></li>
-<li><p>If the <code>minor_breaks</code> parameter of scales is a callable, it now expects one argument, the <code>limits</code>. Previously it accepted <code>breaks</code> and <code>limits</code>.</p></li>
-</ul>
-</section>
-<section id="new-features-8" class="level3">
-<h3 class="anchored" data-anchor-id="new-features-8">New Features</h3>
-<ul>
-<li>Added <a href="./reference/PlotnineAnimation.html#plotnine.animation.PlotnineAnimation"><code>PlotnineAnimation</code></a> for animations.</li>
-<li>Added <a href="./reference/watermark.html#plotnine.watermark"><code>watermark</code></a> for watermarks.</li>
-<li>Added datetime scales for <code>alpha</code>, <code>colour</code>, <code>fill</code> and <code>size</code> aesthetics</li>
-</ul>
-</section>
-<section id="enhancements-13" class="level3">
-<h3 class="anchored" data-anchor-id="enhancements-13">Enhancements</h3>
-<ul>
-<li><p>Changed parameter settings for <a href="./reference/stat_smooth.html#plotnine.stat_smooth"><code>stat_smooth</code></a>.</p>
-<ol>
-<li>Default <code>span=0.75</code> instead of <code>2/3</code></li>
-<li>When using loess smoothing, the control parameter <code>surface</code> is only set to the value <code>'direct'</code> if predictions will be made outside the data range.</li>
-</ol></li>
-<li><p>Better control of scale limits. You can now specify individual limits of a scale.</p>
-<div class="sourceCode" id="cb13"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a>scale_y_continuous(limits<span class="op">=</span>(<span class="dv">0</span>, <span class="va">None</span>))</span>
-<span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a>xlim(<span class="va">None</span>, <span class="dv">100</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>You can also use <a href="./reference/expand_limits.html#plotnine.expand_limits"><code>expand_limits</code></a></p></li>
-<li><p>Low and high <a href="./reference/scale.html#plotnine.scales.scale.scale"><code>scale</code></a> limits can now be expanded separately with different factors multiplicative and additive factors.</p></li>
-<li><p>The layer parameter <code>show_legend</code> can now accept a <code>dict</code> for finer grained control of which aesthetics to exclude in the legend.</p></li>
-<li><p>Infinite values are removed before statistical computations <code>stats</code>. (<a href="https://github.com/has2k1/plotnine/issues/40" title="Issue: #40">#40</a>).</p>
-<p><code>stats</code> also gained new parameter <code>na_rm</code>, that controls whether missing values are removed before statistical computations.</p></li>
-<li><p><a href="./reference/qplot.html#plotnine.qplot"><code>qplot</code></a> can now use the name and a Pandas series to label the scales of the aesthetics.</p></li>
-<li><p>You can now put stuff to add to a ggplot object into a list and add that that instead. No need to wrap the list around the internal class <code>Layers</code>.</p>
-<div class="sourceCode" id="cb14"><pre class="sourceCode py code-with-copy"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>lst <span class="op">=</span> [geom_point(), geom_line()]</span>
-<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>g <span class="op">=</span> ggplot(df, aes(<span class="st">'x'</span>, <span class="st">'y'</span>))</span>
-<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(g <span class="op">+</span> lst)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p>Using a list allows you to bundle up objects. It can be convenient when creating some complicated plots. See the Periodic Table Example.</p></li>
-<li><p>You can now use a <code>dict</code> (with manual scales) to map data values to aesthetics. (<a href="https://github.com/has2k1/plotnine/issues/169" title="Issue: #169">#169</a>)</p></li>
-<li><p>You can now specify infinite coordinates with <a href="./reference/geom_rect.html#plotnine.geom_rect"><code>geom_rect</code></a>. (<a href="https://github.com/has2k1/plotnine/issues/166" title="Issue: #166">#166</a>)</p></li>
-</ul>
-</section>
-<section id="bug-fixes-18" class="level3">
-<h3 class="anchored" data-anchor-id="bug-fixes-18">Bug Fixes</h3>
-<ul>
-<li><p>Fixed bug where facetting led to a reordering of the data. This would manifest as a bug for <code>geoms</code> where order was important. (<a href="https://github.com/has2k1/plotnine/issues/26" title="Issue: #26">#26</a>)</p></li>
-<li><p>Fix bug where facetting by a column whose name (eg. <code>class</code>) is a python keyword resulted in an exception. (<a href="https://github.com/has2k1/plotnine/issues/28" title="Issue: #28">#28</a>)</p></li>
-<li><p>Fix bug where y-axis scaling was calculated from the <code>xlim</code> argument.</p></li>
-<li><p>Fix bug where initialising geoms from stats, and positions from geoms, when passed as classes (e.g.&nbsp;<code class="sourceCode python">stat_smooth(geom<span class="op">=</span>geom_point)</code>, would fail.</p></li>
-<li><p>Fixed bug in <a href="./reference/ggplot.html#plotnine.ggplot.save"><code>save</code></a> where specifying the <code>width</code> and <code>height</code> would mess up the <code>strip_text</code> and <code>spacing</code> for the facetted plots. (<a href="https://github.com/has2k1/plotnine/issues/44" title="Issue: #44">#44</a>).</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_abline.html#plotnine.geom_abline"><code>geom_abline</code></a>, <a href="./reference/geom_hline.html#plotnine.geom_hline"><code>geom_hline</code></a> and <a href="./reference/geom_vline.html#plotnine.geom_vline"><code>geom_vline</code></a> where facetting on a column that is not mapped to an aesthetic fails. (<a href="https://github.com/has2k1/plotnine/issues/48" title="Issue: #48">#48</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a>, the <code>fontstyle</code> parameter was being ignored.</p></li>
-<li><p>Fixed bug where boolean data was mapped to the same value on the coordinate axis. (<a href="https://github.com/has2k1/plotnine/issues/57" title="Issue: #57">#57</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/facet_grid.html#plotnine.facet_grid"><code>facet_grid</code></a> where the <code>scales</code> sometimes has no effect. (<a href="https://github.com/has2k1/plotnine/issues/58" title="Issue: #58">#58</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/stat_boxplot.html#plotnine.stat_boxplot"><code>stat_boxplot</code></a> where setting the <code>width</code> parameter caused an exception.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.2.1" class="level2">
-<h2 class="anchored" data-anchor-id="v0.2.1">v0.2.1</h2>
-<p><em>(2017-06-22)</em></p>
-<ul>
-<li><p>Fixed bug where manually setting the aesthetic <code>fill=None</code> or <code>fill="None"</code> could lead to a black fill instead of an empty fill.</p></li>
-<li><p>Fixed bug where computed aesthetics could not be used in larger statements. (<a href="https://github.com/has2k1/plotnine/issues/7" title="Issue: #7">#7</a>)</p></li>
-<li><p>Fixed bug in <a href="./reference/stat_summary.html#plotnine.stat_summary"><code>stat_summary</code></a> where the you got an exception for some types of the <code>x</code> aesthetic values.</p></li>
-<li><p>Fixed bug where <code class="sourceCode python">ggplot(data<span class="op">=</span>df)</code> resulted in an exception.</p></li>
-<li><p>Fixed missing axis ticks and labels for <a href="./reference/facet_wrap.html#plotnine.facet_wrap"><code>facet_wrap</code></a> when the scales are allowed to vary (e.g <code>scales="free"</code>) between the panels.</p></li>
-<li><p>Fixed bug in <a href="./reference/stat_density.html#plotnine.stat_density"><code>stat_density</code></a> where changing the x limits lead to an exception. (<a href="https://github.com/has2k1/plotnine/issues/22" title="Issue: #22">#22</a>)</p></li>
-</ul>
-</section>
-<section id="v0.2.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.2.0">v0.2.0</h2>
-<p><em>(2017-05-18)</em></p>
-<ul>
-<li><p>Fixed bug in <a href="./reference/scale_x_discrete.html#plotnine.scale_x_discrete"><code>scale_x_discrete</code></a> and <a href="./reference/scale_y_discrete.html#plotnine.scale_y_discrete"><code>scale_y_discrete</code></a> where if they were instantiated with parameter <code>limits</code> that is either a numpy array or a pandas series, plotting would fail with a <code>ValueError</code>.</p></li>
-<li><p>Fixed exceptions when using <a href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.pivot_table.html#pandas.pivot_table"><code>pandas.pivot_table</code></a> for Pandas v0.20.0. The API was <a href="http://pandas.pydata.org/pandas-docs/version/0.20/whatsnew.html#pivot-table-always-returns-a-dataframe">fixed</a>.</p></li>
-<li><p>Fixed issues where lines/paths with segments that all belonged in the same group had joins that in some cases were “butted”.</p></li>
-</ul>
-<section id="api-changes-11" class="level3">
-<h3 class="anchored" data-anchor-id="api-changes-11">API Changes</h3>
-<ul>
-<li><p><a href="./reference/geom_text.html#plotnine.geom_text"><code>geom_text</code></a> now uses <code>ha</code> and <code>va</code> as parameter names for the horizontal and vertical alignment. This is what matplotlib users expect. The previous names <code>hjust</code> and <code>vjust</code> are silently accepted.</p></li>
-<li><p><code>plotnine.layer.Layers</code> can now be used to bundle up <code>geoms</code> and <code>stats</code>. This makes it easy to reuse <code>geoms</code> and <code>stats</code> or organise them in sensible bundles when making complex plots.</p></li>
-</ul>
-</section>
-</section>
-<section id="v0.1.0" class="level2">
-<h2 class="anchored" data-anchor-id="v0.1.0">v0.1.0</h2>
-<p><em>(2017-04-25)</em></p>
-<p>First public release</p>
-
-
 </section>
 
 </main> <!-- /main -->
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index 2409c0bfd..d8a9e9e85 100644
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+    <span class="navbar-title">plotnine 0.0.post1+g4159f95</span>
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diff --git a/reference/watermark.html b/reference/watermark.html
index c3719cb23..33958c10c 100644
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+    <span class="navbar-title">plotnine 0.0.post1+g4159f95</span>
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diff --git a/reference/xlab.html b/reference/xlab.html
index f8461438d..2cb4ea219 100644
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+    <span class="navbar-title">plotnine 0.0.post1+g4159f95</span>
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diff --git a/reference/xlim.html b/reference/xlim.html
index 057f06b42..13e696e42 100644
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     <a class="navbar-brand" href="../index.html">
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+    <span class="navbar-title">plotnine 0.0.post1+g4159f95</span>
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diff --git a/reference/ylab.html b/reference/ylab.html
index 78f1ead2c..d384b0e63 100644
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+    <span class="navbar-title">plotnine 0.0.post1+g4159f95</span>
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diff --git a/reference/ylim.html b/reference/ylim.html
index c3a6c5c3a..bc6667f7b 100644
--- a/reference/ylim.html
+++ b/reference/ylim.html
@@ -113,7 +113,7 @@
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       <div class="navbar-brand-container mx-auto">
     <a class="navbar-brand" href="../index.html">
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+    <span class="navbar-title">plotnine 0.0.post1+g4159f95</span>
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diff --git a/search.json b/search.json
index 169bcc29c..dd1921eab 100644
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+++ b/search.json
@@ -2944,189 +2944,14 @@
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-    "text": "(not-yet-released)\n\n\n\nYou cannot call print on a ggplot object to show it. This was deprecated in v0.13.0 and it has now been removed. Use ggplot.show()\n\n\n\n\n\nThe family, fontstyle and fontweight parameters of geom_text are now aesthetics (#790).\nplotnine now responds to the fig-width, fig-height and fig-format settings in the meta section of a quarto document.\nggtitle now accepts title and subtitle as keyword arguments. (#804)\nGained the option limitsize that makes it possible to display plots of any size.\nfrom plotnine.options import set_option\n\nset_option(\"figure_format\", False)\nFor geom_boxplot when the outliers are made invisible by giving them no shape, now they do not affect the limits of the plot. (#814)\n\n\n\n\n\ngeom_text has gained new aesthetics fontvariant and fontstretch.\n\n\n\n\n\nFix layers 3 and above not to overlap the axis lines if there are any (#798).\nFixed bug in geom_segment where the lineend parameter was ignored. (#727)\nFixed stat_summary_bin to work with continuous x aesthetic when specifying the binwidth or breaks. (#824)"
+    "text": "(not-yet-released)\n\n\n\nYou cannot call print on a ggplot object to show it. This was deprecated in v0.13.0 and it has now been removed. Use ggplot.show()\n\n\n\n\n\nThe family, fontstyle and fontweight parameters of geom_text are now aesthetics (#790).\nplotnine now responds to the fig-width, fig-height and fig-format settings in the meta section of a quarto document.\nggtitle now accepts title and subtitle as keyword arguments. (#804)\nGained the option limitsize that makes it possible to display plots of any size.\nfrom plotnine.options import set_option\n\nset_option(\"figure_format\", False)\nFor geom_boxplot when the outliers are made invisible by giving them no shape, now they do not affect the limits of the plot. (#814)\n\n\n\n\n\ngeom_text has gained new aesthetics fontvariant and fontstretch.\n\n\n\n\n\nFix layers 3 and above not to overlap the axis lines if there are any (#798).\nFixed bug in geom_segment where the lineend parameter was ignored. (#727)\nFixed stat_summary_bin to work with continuous x aesthetic when specifying the binwidth or breaks. (#824)\nFixed PlotnineAnimation not to draw a second legend at the bottom-left corner. ("
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-    "text": "(not-yet-released)\n\n\n\nYou cannot call print on a ggplot object to show it. This was deprecated in v0.13.0 and it has now been removed. Use ggplot.show()\n\n\n\n\n\nThe family, fontstyle and fontweight parameters of geom_text are now aesthetics (#790).\nplotnine now responds to the fig-width, fig-height and fig-format settings in the meta section of a quarto document.\nggtitle now accepts title and subtitle as keyword arguments. (#804)\nGained the option limitsize that makes it possible to display plots of any size.\nfrom plotnine.options import set_option\n\nset_option(\"figure_format\", False)\nFor geom_boxplot when the outliers are made invisible by giving them no shape, now they do not affect the limits of the plot. (#814)\n\n\n\n\n\ngeom_text has gained new aesthetics fontvariant and fontstretch.\n\n\n\n\n\nFix layers 3 and above not to overlap the axis lines if there are any (#798).\nFixed bug in geom_segment where the lineend parameter was ignored. (#727)\nFixed stat_summary_bin to work with continuous x aesthetic when specifying the binwidth or breaks. (#824)"
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-    "text": "v0.13.6\n(2024-05-09)\n\n\nBug Fixes\n\nFixed geom_label to work with a boxstyle of any following square, circle, darrow, larrow, rarrow, roundtooth or sawtooth.(#779)\n\n\n\nEnhancements\n\nStopped spurious warnings of the form PlotnineWarning: Failed to apply   `after_scale` modifications to the legend. when the after_scale mapping is for another aestetic.\nAdded width and height as default aesthetics of geom_tile."
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-    "text": "v0.13.5\n(2024-04-26)\n\n\nBug Fixes\n\nFixed bug in stat_smooth where you could not set the family when using a glm. (#769)\nFixed bug in position_dodge2 the widths of the dodged objects were mixed up. (#772)\nFixed geom_text to work better with adjustText v1.0.0 and above.\nFixed images generated in quarto so that they have the dimensions (taking the dpi into account) that are specified in theme. (#773)\n\n\n\nNew\n\nAdded themeable svg_usefonts. (#756)\n\n\n\nEnhancements\n\nAdded palmerpenguins dataset."
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-    "text": "v0.13.4\n(2024-04-03)\n\n\nBug Fixes\n\nFixed regression in v0.13.3 where setting some text elements element_blank led to an error. (#764)"
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-    "text": "v0.13.3\n(2024-03-27) \n\nBug Fixes\n\nFixed layout manager to make space for the strip_text when there is no strip_background. (#760)\nMade the default position of guide_legend text to be right. (#761)\nFixed aligning (ha & va) of plot_title, plot_subtitle, plot_caption, axis_title_x, axis_title_y to work with float values in the range [0, 1]."
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-    "text": "v0.13.2\n(2024-03-14)\n\n\nEnhancements\n\nDrawing the plot ensures that pandas Copy-on-Write is turned off. Plotnine is not yet compatible with Copy-on-Write so this prevents errors for users who have turned on the option."
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-    "text": "v0.13.1\n(2024-03-06)\n\n\nBug Fixes\n\nFixed a bug where a legend with blank title or text could result in a wrong justification.\nFixed a bug where setting legend justification to a string i.e one of left, right, top, bottom, center had no effect."
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-    "text": "v0.13.0\n(2024-02-20)\n\n\nAPI Changes\n\nRequires python &gt;= 3.9\nUsing the print or repr functions to draw and show the plot has been deprecated. Use ggplot.show().\nThe name of the calculated aesthetic of stat_function changed from y to fx.\nstat_ecdf has gained the pad parameter. The default is set to True, which pads the domain with -inf and inf so that the ECDF does not have discontinuities at the extremes. To get the behaviour, set pad to False. (#725)\nRemoved the environment parameter from ggplot.\nWhen a ggplot object is the last in a jupyter cell, the output image will not be followed by string meta information about the figure/image.\nThis will happen even if the backend is set to an interactive one.\nIf you set the backend to an interactive one, use show to draw the plot.\nThe default horizontal alignment for the plot title is center if it there is no subtitle. 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For cases where the value was a list, e.g.\nfacet_grid(facets=[\"col1\", \"col2\"])\ncan be rewritten as any one of;\nfacet_grid(\"col1\", \"col2\")\nfacet_grid([\"col1\"], [\"col2\"])\nfacet_grid(rows=\"col1\", cols=\"col2\")\nfacet_grid(rows=[\"col1\"], cols=[\"col2\"])\nThe facets parameter in facet_wrap has also changed to a more straight forward specification for the column variables. It expects a single string or a list/tuple of strings. (#545)\nHowever, the R-style formula strings are still silently accepted.\n\n\n\nNew\n\nAdded symmetric logarithm transformation scales scale_x_symlog and scale_y_symlog\nGained themeables\n\nplot_margin_left\nplot_margin_right\nplot_margin_top\nplot_margin_bottom\n\nto set the plot margin on each side independently.\nGained themeables\n\naxis_ticks_length_major_x\naxis_ticks_length_major_y\naxis_ticks_length_minor_x\naxis_ticks_length_minor_y\n\nto control the x & y axis ticks length.\nGained themeables\n\naxis_ticks_pad_major_x\naxis_ticks_pad_minor_y\n\nto control the x & y tick padding.\nSome parameters in element_text can now accept lists/tuples to set the values on individual text objects. (#724)\nGained the option figure_format to set the format of the inline figures in an interactive session. e.g.\nfrom plotnine.options import set_option\n\nset_option(\"figure_format\", \"svg\")\nwill output all subsequent figures in svg format.\nImproved support for customizing guides/legends.\n\nYou can now add a frame to the colobar\nYou can now apply themes to individual guides, e.g.\n+ guides(color=guide_colorbar(theme=theme_xkcd()))\nor\n+ guides(color=guide_legend(theme=theme_minimal())\nYou can now place legends at more than one position around the panels. e.g.\n+ guides(\n    color=guide_colorbar(position=\"left\"),\n    fill=guide_legend(position=\"bottom\"),\n    size=guide_legend(position=\"bottom\")\n)\nPuts the fill and size guides at the bottom, and the color guide on the left.\nYou can easily justify the legend along the four edges of the space around the panel area.\nYou can now place the legend inside the panels with easily control its location.\n\nThe space parameter of facet_grid now responds to the values free, free_x and free_y to have panels whose relative width and/or height depends on the data range. (#545)\n\n\n\nBug Fixes\n\nFixed handling of minor breaks in scale_continuous to accept numpy arrays and when the scale has a transform, that the minor breaks are supplied in user space and not transform space. Just like the major breaks. (#685)\nFixed theming of axis_ticks with the size parameter. (#703)\nFixed space handling around axis_label, axis_text and axis_ticks when the ticks are turned off.\nFixed bug in geom_path where the lineend parameter was ignored. (#727)\nFixed bug where theme(legend_background=element_blank()) messed up the position of the legend, instead of only removing the background.\nFixed using facet_grid with a column named key. (#734)\nFixed using legend when using an identity scale and reordering the breaks. (#735)\nFixed drawing the upper outline of geom_ribbon. (#728)\nFixed issue where the gridlines overlap the panel border. (#638)\n\n\n\nEnhancements\n\nAll __all__ variables are explicitly assigned to help static typecheckers infer module attributes. (#685)\nYou can now pickle the drawn matplotlib figures. (#729)\nThe facet titles in the strip_text are now better aligned are appear more centered within the strip_background."
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-    "text": "v0.12.4\n(2023-11-06)\n\n\nBug Fixes\n\nFixed position_dodge to work with to work for geom_segment.\nFixed the x limits when plotting geom_sina.\nFixed stat_boxplot and stat_ydensity when there is no x aesthetic.\n\n\n\nEnhancements\n\nReturn group counts for stat_summary."
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-    "text": "v0.12.3\n(2023-09-01)\n\n\nEnhancements\n\nResolved Future Warnings from pandas-2.1.0"
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-    "text": "v0.12.2\n(2023-07-21)\n\n\nThis is a maintenance release that prevents newer versions of mizani from breaking plotnine. This version depends on mizani&lt;0.10.0."
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-    "section": "v0.12.1",
-    "text": "v0.12.1\n(2023-05-09)\n\n\nNew Features\n\nA layout manager. Now you do not have to adjust spacing parameters to prevent objects around the panels from overlapping. Specifically, you can:\n\nSet the legend position to “top”, “left” or “bottom”\nUse a large or multiline plot title\nUse a large or multiline plot caption\nUse facet_wrap with scales=\"free\" scales=\"free_x\" or scales=\"free_y\"\n\nYou can now also align the plot_title, axis_title_x, axis_title_y and plot_caption with respect to the panels. Set these to “left”, “right” & “center” for the horizontal flowing text. And “top”, “right” & “center” for the vertical flowing text.\nAlso, the size of the figure is exactly determined by the theme setting. For example, this:\ntheme(figure_size=(8, 6), dpi=100)\nwill create an 800px x 600px image.\nYou can create a subtitle using labs and style it using the plot_subtitle parameter to theme.\n```py theme(plot_subtitle=element_text(size=8))\n\n\n\nEnhancements\n\nggplot object gained a new method save_helper. It gives you access to the matplotlib figure that will be saved to file.\nWhen plotting with an ipython interactive backend (e.g. in a jupyter notebook). The default image output is retina. You do not need to run this command.\n%config InlineBackend.figure_format = \"retina\"\nPlotnine still respects any values set the user.\nIn an interactive setting, after drawing an image. The size of the figure (in pixels) is printed e.g. &lt;Figure Size: (640 x 480)&gt;. Previously, something like &lt;ggplot: (336175301)&gt; was printed.\n\n\n\nAPI Changes\n\n__add__ and __iadd__ now accept the same types of objects. In this change __iadd__ has gained the ability to accept a list of objects.\ndraw no longer accepts the argument return_ggplot and the return value is always a matplolib figure.\nThemeables strip_margin, strip_margin_x and strip_margin_y) have been renamed to strip_align, strip_align_x strip_align_y respectively.\nsubplots_adjust has been deprecated. You no longer need to use theme(subplots_adjust={\"right\": 0.85}) and the like to make space for the legend or text around the panels. In the future, this will through an error.\nChanged default font-family (san-serif) from DejaVu Sans to Helvetica.\n\n\n\nBug Fixes\n\nFixed bug where a discrete position scale failed when mapping an empty variable. (#647)\nFixed bug where facet_grid with a datetime column run into an exception. (#629)\nFixed bug where geom_violin with facetting and \"scales = free\" did not work. (#655)\nFixed bug in position_dodge2 to work with preserve=\"single\" for geom_rect and any other geoms that accept a min-max range along the x-axis.\nFixed legend for geom_point to accurately display transparent fill colors that have been manually set. (#665)\nFix issue where infinite limits for the x or y scales lead to an exception. (#664)\nFixed geom_text and geom_label when used with string formatting so that missing values are removed. (#651)"
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-    "text": "v0.10.1\n(2022-09-10)\n\nThis is a re-release of v0.10.0.\nIn the previous release the project description fileformat changed and not all references to it were corrected. PYPI read file that did not exist, got no description. This release is fixes error."
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-    "text": "v0.10.0\n(2022-09-10)\n\n\nBug Fixes\n\nFixed bug in stat_bin_2d where bins whose edges are zero or negative would yield the wrong plot. (#604)\nFixed bug stat_density_2d which had been broken by Matplotlib 1.6.0. (#619)\nFixed geom_text when using adjust_text for the arrows to have the same color as the text.\n\n\n\nNew Features\n\ngeom_ribbon acquired new parameter where which can be used shade within given limits .\nAdded support for objects with a to_pandas method to convert them to a pandas dataframe. You can now pass in polars dataframes.\ngeom_ribbon acquired new parameter outline_type which controls how to stroke the boundaries of the shaded area. This parameter is also available to geom_area and geom_density. (#605)\n\n\n\nAPI Changes\n\nThe automatic groups generated by the system and depending on the aesthetic mappings now only depend those aesthetics that have scales. This is more strict than has been, should affect very few cases of code that has been written and it should be less surprising to the users.\ngeom_area and geom_density now default to showing only the upper outline/boundary of the area. Use outline_type=\"full\" for the old behaviour."
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-    "text": "v0.9.0\n(2022-07-01)\n\n\nAPI Changes\n\nFor the calls to ggplot, the order of the positional arguments is (data, mapping) and for calls geoms and stats the order is (mapping, data). In practice, you can still provide one/two positional arguments in any order. However, the are a few cases where old code will breaks due to duplicate parameters.\n\n\n\nNew Features\n\nAdded geom_pointdensity, a 2D density plot that does not hide the distribution of the individual data points.\nposition_dodge2 gained the ability to reverse the order of the plotted groups. (#515)\nAdded theme_tufte, a theme that reduces the distractions around plot data.\nlabs can now be used to create a caption. This caption can be styled using the plot_caption parameter to theme.\ntheme(plot_caption=element_text(size=13))\nYou can now align the plot_title horizontally to the left or right.\ntheme(plot_title=element_text(ha=\"left\"))\nBefore, the title was always centered.\n\n\n\nBug Fixes\n\nFixed bug in facet_grid and facet_wrap where the drop parameter was ignored. (#510)\nFixed issue with annotation_logticks where the wrong range was used for the x|y axis. (#525)\nFixed bug in geom_smooth where using a coordinate transformation without computing the standard error led to a crash. (#526)\nFixed bug where you could not specific the cap/end of a dashed line when styling a plot with element_line.\nFixed legend for geom_map so that the entries have the same stroke and points on the map. (#534)\nFixed geom_histogram for some cases when it fails to automatically determine the number of bins. (#543)\nFixed facet_grid and facet_wrap when mapping to lists/arrays/series so that the rows mapped this way are not mixed up. (#548)\nFixed stat_bin_2d not to error for matplotlib &gt;= 3.5.0 so that it does not throw a Numpy error. (#567)\nFixed geom_map to be able to draw Polygons with holes in them.\nFixed geom_map to be able to draw MultiPolygons.\nFixed scale_x_discrete and scale_x_discrete to work properly with None values. (#523)\nFixed geom_point to respect not to use the fill mapping on unfilled shapes. (#100)\nFixed position_stack to work with scales that have non-linear transformations. e.g. scale_y_log10. (#580)\nFixed scales to work with limits passed as a function.\nFixed axis_ticks so you can change the colour of the axis ticks. This was probably a regression due to changes in Matplotlib.\nFixed panel_ontop so that if is set to False, then the data visualised below the grid-lines. (#585)\nFixed geom_ribbon, geom_area and geom_density to work with coord_flip. (#596)\n\n\n\nEnhancements\n\nstat_summary now has a default summary function. (#528)\nstat_density now uses a fast computation path for gaussian densities with no weights. This was probably a regression.\ngeom_map can now draw MultiPoints, MultiLineStrings and MultiPolygons.\ngeom_text with adjust_text can now be used in more than one layer with good enough results."
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-    "text": "v0.8.0\n(2021-03-24)\n\n\nAPI Changes\n\nHow you map to calculated aesthetics has changed. Use the after_stat function. The old methods 'stat(name)' and '..name..' have been deprecated.\n\n\n\nNew Features\n\nYou can now map to aesthetics at three different stages. See aes, after_stat, after_scale and stage.\ngeom_violin gained the a new parameter style with which you can draw half violin (density curve on one side and flat on the other).\nAdded geom_raster.\ngeoms gained new parameter raster for the layer. You can use it to rasterize any layer when the resulting plot is of vector format e.g. pdf.\nUsing the space parameter, facet_grid gained the ability to have rows and columns of panels of different sizes.\n\n\n\nBug Fixes\n\nFixed issue where some plots with a colorbar would fail for specific themes. (#424)\nFixed geom_map to plot MultiLineString geom types.\nFixed geom_text to allow any order of mapping and data positional arguments.\nFixed bug were the plotted image may have ignored theming that relied on some Matplotlib rcParams. (#451)\nFixed the weight aesthetic in geom_boxplot, previously ignored it is now recognised. (#438)\nFixed annotation_logticks and annotation_stripes to work without global data and aesthetics. (#469)\nFix scale_shape_discrete when printing many unfilled shapes not to assign the same shapes to more than one group. (#473)\nFixed bug in stat_ellipse where the center of the ellipse assuming a multivariate t-distribution was incorrectly calculated. (#493)\nFixed calculation of ndensity in stat_bin. (#494)\n\n\n\nEnhancements\n\nManual scales now match the values of the breaks if the breaks are given. (#445)\nUsing print to show a ggplot object will not show the hash (&lt;ggplot: ...&gt;) anymore. There is now a difference between repr(p) and str(p). (#453)\nAdded option to for the base_family of a theme, now you can set it once with and have it be applied to all themes. (#436)\nfrom plotnine.options import set_option\nset_option('base_family', 'Comic Sans MS')\nYou can now add None to a ggplot, doing so returns a copy of the the ggplot object. (#474)\nBetter handling of multiline facet labels. (#484)"
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-    "text": "v0.7.1\n(2020-08-05)\n\n\nBug Fixes\n\nFixed issue where a plot has no data and the geoms have no data, but the mappings are valid. (#404)\nFixed preserve=\"single\" in position_dodge and position_dodge2 to work for geoms that only have x aesthetic and not xmin and xmax e.g geom_text.\nFix regression in v0.7.0 where plots with a colorbar would fail if using theme_matplotlib."
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-    "text": "v0.7.0\n(2020-06-05)\n\n\nAPI Changes\n\nChanged the default method of calculating bandwidth for all stats that use kernel density estimation. The affected stats are stat_density, stat_ydensity, and stat_sina. These stats can now work with groups that have a single unique value.\nChanged scale_colour_continuous to refer to the same scale as scale_color_continuous.\nChanged scale_color_cmap so the parameter cmap_name refers to the name of the color palette and name refers to the name of the scale. (#371)\n\n\n\nNew Features\n\naes got an internal function reorder which makes it easy to change the ordering of a discrete variable according to some other variable/column.\nstat_smooth can now use formulae for linear models.\n\n\n\nBug Fixes\n\nFixed issue where a wrong warning could be issued about changing the transform of a specialised scale. It mostly affected the timedelta scale.\nFixed geom_violin and other geoms when used with position=\"dodge\" not to crash when if a layer has an empty group of data.\nFixed bug in geom_path for some cases when groups had less than 2 points. (#319)\nFixed all stats that compute kernel density estimates to work when all the data points are the same. (#317)\nFixed issue where setting the group to a string value i.e. group=\"string\" outside aes() failed due to an error.\nFixed issue where discrete position scales could not deal with fewer limits than those present in the data. (#342)\nFixed issue with using custom tuple linetypes~ with scale_linetype_manual. (#352)\nFixed geom_map to work with facets. (#359)\nFixed position_jitterdodge to work when color is used as an aesthetic. (#372)\nFixed geom_qq to work with facets. (#379)\nFixed skewed head in arrow when drawn on facetted plot. (#388)\nFixed issue with stat_density where weights could not be used with a gaussian model. (#392)\nFixed bug where guide_colorbar width and height could not be controlled by legend_key_width and legend_key_height. (#360)\n\n\n\nEnhancements\n\nYou can now set the bandwidth parameter bw of stat_ydensity.\nParameters ha and va of geom_text have been converted to aesthetics. You can now map to them. (#325)\nAll themes (except theme_matplotlib) now do not show minor ticks. (#348)"
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-    "text": "v0.6.0\n(2019-08-21)\n\n\nAPI Changes\n\nThe draw parameter of geom_map has been removed. Shapefiles should contain only one type of geometry and that is the geometry that is drawn.\nOrdinal (Ordered categorical) columns are now mapped to ordinal scales. This creates different plots.\nThe default mapping for the computed aesthetic size of stat_sum has changed to 'stat(n)'. This also changes the default plot for geom_count.\n\n\n\nNew Features\n\ngeom_text gained the adjust_text parameter, and can now repel text.\nAdded annotation_logticks.\nAdded geom_sina\nAdded scales for ordinal (ordered categorical) columns.\ngeom_step gained the option mid for the direction parameter. The steps are taken mid-way between adjacent x values.\nAdded annotation_stripes.\n\n\n\nBug Fixes\n\nFixed bug where facetting would fail if done on a plot with annotation(s) and one of the facetting columns was also a variable in the environment.\nFixed bug where coord_flip would not flip geoms created by geom_rug. (#216)\nFixed bug where plots with theme_xkcd cannot be saved twice. (#199)\nFixed bug that made it impossible to map to columns with the same name as a calculated columns of the stat. (#234)\nFixed bug in geom_smooth that made it difficult to use it with stats other than stat_smooth. (#242)\nFixed bug in position_dodge where by bar plot could get thinner when facetting and using preserve = 'single'. (#224)\nFixed bug in coord_trans where if the transformation reversed the original limits, the order in which the data was laid out remained unchanged. (#253)\nFixed bug in stat_count where float weights were rounded and lead to a wrong plot. (#260)\nFixed bug where one could not use the British spelling colour to rename a color scale. (#264)\nFixed bug in lims, xlim, and ylim where datetime and timedelta limits resulted in an error.\nFixed bug where geom_rect could not be used with coord_trans. (#256)\nFixed bug where using free scales with facetting and flipping the coordinate axes could give unexpected results. (#286)\nFixed unwanted tick along the axis for versions of Matplotlib &gt;= 3.1.0.\nFixed geom_text not to error when using hjust and vjust. (#287)\nFixed bug where geom_abline geom_hline and geom_vline could give wrong results when used with coord_trans.\nFixed bug where layers with only infinite values would lead to an exception if they were the first layer encountered when choosing a scale.\n\n\n\nEnhancements\n\nLegends are now plotted in a predictable order which dedends on how the plot is constructed.\nThe spokes drawn by geom_spoke can now have a fixed angle.\nAesthetics that share a scale (e.g. color and fill can have the same scale) get different guides if mapped to different columns.\nWhen the transform of a specialised (one that is not and identity scale) continuous scale is altered, the user is warned about a possible error in what they expect. (#254, #255)\nThe method_args parameter in stat_smooth can now differentiate between arguments for initialising and those for fitting the smoothing model.\nposition_nudge can now deal with more geoms e.g. geom_boxplot.\nThe limits parameter of scale_x_discrete and scale_y_discrete can now be a function.\nThe width of the boxplot can now be set irrespective of the stat.\nThe mid-point color of scale_color_distiller now matches that of the trained data.\nThe way in which layers are created has been refactored to give packages that that extend plotnine more flexibility in manipulating the layers.\nYou can now specify one sided limits for coordinates. e.g. coord_cartesian(limits=(None, 10)).\nAll the themeables have been lifted into the definition of theme so they can be suggested autocomplete."
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-    "text": "v0.5.1\n(2018-10-17)\n\n\nBug Fixes\n\nChanged the dependency for mizani to v0.5.2. This fixes an issue where facetting may create plots with missing items. (#210)"
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-    "text": "v0.5.0\n(2018-10-16)\n\n\nAPI Changes\n\nPlotnine 0.5.0 only supports Python 3.5 and higher\ngeopandas has been removed as a requirement for installation. Users of geom_map will have to install it separately. (#178)\n\n\n\nBug Fixes\n\nFixed issue where with the subplots_adjust themeable could not be used to set the wspace and hspace Matplotlib subplot parameters. (#185)\nFixed in stat_bin where setting custom limits for the scale leads to an error. (#189)\nFixed issue interactive plots where the x & y coordinates of the mouse do not show. (#187)\nFixed bug in geom_abline where passing the mapping as a keyword parameter lead to a wrong plot. (#196)\nFixed issue where minor_breaks for transformed scaled would have to be given in the transformed coordinates. Know they are given the data coordinates just like the major breaks.\n\n\n\nEnhancements\n\nFor all geoms, with coord_cartesian float('inf') or np.inf are interpreted as the boundary of the plot panel.\nDiscrete scales now show missing data (None and nan). This behaviour is controlled by the new na_translate option.\nThe minor_breaks parameter for continuous scales can now be given as an integer. An integer is taken to control the number of minor breaks between any set of major breaks."
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-    "text": "v0.4.0\n2018-01-08\n\n\nAPI Changes\n\nCalculated aesthetics are accessed using the plotnine.aes.stat function. The old method (double dots ..name..) still works.\nstat_qq calculates slightly different points for the theoretical quantiles.\nThe scales (when set to free, free_x or free_y) parameter of facet_grid and facet_wrap assigns the same scale across the rows and columns.\n\n\n\nNew Features\n\nAdded geom_qq_line and stat_qq_line, for lines through Q-Q plots.\nAdded geom_density_2d and stat_density_2d.\nAdded stat_ellipse.\nAdded geom_map.\nPlotnine learned to respect plydata groups.\nAdded stat_hull.\nAdded save_as_pdf_pages.\n\n\n\nBug Fixes\n\nFixed issue where colorbars may chop off the colors at the limits of a scale.\nFixed issue with creating fixed mappings to datetime and timedelta type values. (#88)\nFixed scale_x_datetime and scale_y_datetime to handle the intercepts along the axes. (#97)\nFixed stat_bin and stat_bin_2d to properly handle the breaks parameter when used with a transforming scale.\nFixed issue with x and y scales where the name of the scale was ignored when determining the axis titles. Now, the name parameter is specified, it is used as the title. (#105)\nFixed bug in discrete scales where a column could not be mapped to integer values. (#108)\nMake it possible to hide the legend with theme(legend_position=\"none\"). (#119)\nFixed issue in stat_summary_bin where some input values gave an error. (#123)\nFixed geom_ribbon to sort data before plotting. (#127)\nFixed IndexError in facet_grid when row/column variable has 1 unique value. (#129)\nFixed facet_grid when scale=\"free\", scale=\"free_x\" or scale=\"free_y\", the panels share axes along the row or column.\nFixed geom_boxplot so that user can create a boxplot by specifying all required aesthetics. (#136)\nFixed geom_violin to work when some groups are empty. (#131)\nFixed continuous scales to accept minor=None. (#120)\nFixed bug for discrete position scales, where drop=False did not drop unused categories. (#139)\nFixed bug in stat_ydensity that caused an exception when a panel had no data. (#147)\nFixed bug in coord_trans where coordinate transformation and facetting could fail with a KeyError. (#151)\nFixed bug that lead to a TypeError when aesthetic mappings to could be recognised as being groupable. It was easy to stumble on this bug when using geom_density. (#165)\nFixed bug in facet_wrap where some combination of parameters lead to unexpected panel arrangements. (#163)\nFixed bug where the legend text of colorbars could not be themed. (#171)"
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-    "text": "v0.3.0\n(2017-11-08)\n\nAPI Changes\n\ngeom_smooth gained an extra parameter legend_fill_ratio that control the area of the legend that is filled to indicate confidence intervals. (#32)\nsave gained an extra parameter verbose. It no longer guesses when to print information and when not to.\ndraw gained an extra parameter return_ggplot.\nIf the minor_breaks parameter of scales is a callable, it now expects one argument, the limits. Previously it accepted breaks and limits.\n\n\n\nNew Features\n\nAdded PlotnineAnimation for animations.\nAdded watermark for watermarks.\nAdded datetime scales for alpha, colour, fill and size aesthetics\n\n\n\nEnhancements\n\nChanged parameter settings for stat_smooth.\n\nDefault span=0.75 instead of 2/3\nWhen using loess smoothing, the control parameter surface is only set to the value 'direct' if predictions will be made outside the data range.\n\nBetter control of scale limits. You can now specify individual limits of a scale.\nscale_y_continuous(limits=(0, None))\nxlim(None, 100)\nYou can also use expand_limits\nLow and high scale limits can now be expanded separately with different factors multiplicative and additive factors.\nThe layer parameter show_legend can now accept a dict for finer grained control of which aesthetics to exclude in the legend.\nInfinite values are removed before statistical computations stats. (#40).\nstats also gained new parameter na_rm, that controls whether missing values are removed before statistical computations.\nqplot can now use the name and a Pandas series to label the scales of the aesthetics.\nYou can now put stuff to add to a ggplot object into a list and add that that instead. No need to wrap the list around the internal class Layers.\nlst = [geom_point(), geom_line()]\ng = ggplot(df, aes('x', 'y'))\nprint(g + lst)\nUsing a list allows you to bundle up objects. It can be convenient when creating some complicated plots. See the Periodic Table Example.\nYou can now use a dict (with manual scales) to map data values to aesthetics. (#169)\nYou can now specify infinite coordinates with geom_rect. (#166)\n\n\n\nBug Fixes\n\nFixed bug where facetting led to a reordering of the data. This would manifest as a bug for geoms where order was important. (#26)\nFix bug where facetting by a column whose name (eg. class) is a python keyword resulted in an exception. (#28)\nFix bug where y-axis scaling was calculated from the xlim argument.\nFix bug where initialising geoms from stats, and positions from geoms, when passed as classes (e.g. stat_smooth(geom=geom_point), would fail.\nFixed bug in save where specifying the width and height would mess up the strip_text and spacing for the facetted plots. (#44).\nFixed bug in geom_abline, geom_hline and geom_vline where facetting on a column that is not mapped to an aesthetic fails. (#48)\nFixed bug in geom_text, the fontstyle parameter was being ignored.\nFixed bug where boolean data was mapped to the same value on the coordinate axis. (#57)\nFixed bug in facet_grid where the scales sometimes has no effect. (#58)\nFixed bug in stat_boxplot where setting the width parameter caused an exception."
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-    "text": "v0.2.1\n(2017-06-22)\n\nFixed bug where manually setting the aesthetic fill=None or fill=\"None\" could lead to a black fill instead of an empty fill.\nFixed bug where computed aesthetics could not be used in larger statements. (#7)\nFixed bug in stat_summary where the you got an exception for some types of the x aesthetic values.\nFixed bug where ggplot(data=df) resulted in an exception.\nFixed missing axis ticks and labels for facet_wrap when the scales are allowed to vary (e.g scales=\"free\") between the panels.\nFixed bug in stat_density where changing the x limits lead to an exception. (#22)"
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-    "text": "v0.2.0\n(2017-05-18)\n\nFixed bug in scale_x_discrete and scale_y_discrete where if they were instantiated with parameter limits that is either a numpy array or a pandas series, plotting would fail with a ValueError.\nFixed exceptions when using pandas.pivot_table for Pandas v0.20.0. The API was fixed.\nFixed issues where lines/paths with segments that all belonged in the same group had joins that in some cases were “butted”.\n\n\nAPI Changes\n\ngeom_text now uses ha and va as parameter names for the horizontal and vertical alignment. This is what matplotlib users expect. The previous names hjust and vjust are silently accepted.\nplotnine.layer.Layers can now be used to bundle up geoms and stats. This makes it easy to reuse geoms and stats or organise them in sensible bundles when making complex plots."
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-    "text": "v0.1.0\n(2017-04-25)\nFirst public release"
+    "text": "(not-yet-released)\n\n\n\nYou cannot call print on a ggplot object to show it. This was deprecated in v0.13.0 and it has now been removed. Use ggplot.show()\n\n\n\n\n\nThe family, fontstyle and fontweight parameters of geom_text are now aesthetics (#790).\nplotnine now responds to the fig-width, fig-height and fig-format settings in the meta section of a quarto document.\nggtitle now accepts title and subtitle as keyword arguments. (#804)\nGained the option limitsize that makes it possible to display plots of any size.\nfrom plotnine.options import set_option\n\nset_option(\"figure_format\", False)\nFor geom_boxplot when the outliers are made invisible by giving them no shape, now they do not affect the limits of the plot. (#814)\n\n\n\n\n\ngeom_text has gained new aesthetics fontvariant and fontstretch.\n\n\n\n\n\nFix layers 3 and above not to overlap the axis lines if there are any (#798).\nFixed bug in geom_segment where the lineend parameter was ignored. (#727)\nFixed stat_summary_bin to work with continuous x aesthetic when specifying the binwidth or breaks. (#824)\nFixed PlotnineAnimation not to draw a second legend at the bottom-left corner. ("
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