September 3, 2017 Software Open Access

Michael Waskom; Olga Botvinnik; Drew O'Kane; Paul Hobson; Saulius Lukauskas; David C Gemperline; Tom Augspurger; Yaroslav Halchenko; John B. Cole; Jordi Warmenhoven; Julian de Ruiter; Cameron Pye; Stephan Hoyer; Jake Vanderplas; Santi Villalba; Gero Kunter; Eric Quintero; Pete Bachant; Marcel Martin; Kyle Meyer; Alistair Miles; Yoav Ram; Tal Yarkoni; Mike Lee Williams; Constantine Evans; Clark Fitzgerald; Brian; Chris Fonnesbeck; Antony Lee; Adel Qalieh

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&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Added a warning in &lt;code&gt;FacetGrid&lt;/code&gt; when passing a categorical plot function without specifying &lt;code&gt;order&lt;/code&gt; (or &lt;code&gt;hue_order&lt;/code&gt; when &lt;code&gt;hue&lt;/code&gt; is used), which is likely to produce a plot that is incorrect.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Improved compatibility between &lt;code&gt;FacetGrid&lt;/code&gt; or &lt;code&gt;PairGrid&lt;/code&gt; and interactive matplotlib backends so that the legend no longer remains inside the figure when using &lt;code&gt;legend_out=True&lt;/code&gt;.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Changed categorical plot functions with small plot elements to use &lt;code&gt;dark_palette&lt;/code&gt; instead of `light_palette`` when generating a sequential palette from a specified color.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Improved robustness of &lt;code&gt;kdeplot&lt;/code&gt; and &lt;code&gt;distplot&lt;/code&gt; to data with fewer than two observations.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fixed a bug in &lt;code&gt;clustermap&lt;/code&gt; when using &lt;code&gt;yticklabels=False&lt;/code&gt;.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fixed a bug in &lt;code&gt;pointplot&lt;/code&gt; where colors were wrong if exactly three points were being drawn.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fixed a bug in&lt;code&gt;pointplot&lt;/code&gt; where legend entries for missing data appeared with empty markers.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fixed a bug in &lt;code&gt;clustermap&lt;/code&gt; where an error was raised when annotating the main heatmap and showing category colors.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fixed a bug in &lt;code&gt;clustermap&lt;/code&gt; where row labels were not being properly rotated when they overlapped.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Fixed a bug in &lt;code&gt;kdeplot&lt;/code&gt; where the maximum limit on the density axes was not being updated when multiple densities were drawn.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Improved compatibility with future versions of pandas.&lt;/p&gt;
&lt;/li&gt;
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