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seaborn: statistical data visualization — seaborn 0.13.2 documentation
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target="_blank"><span><i class="fab fa-stack-overflow"></i></span> <label class="sr-only">StackOverflow</label></a> </li> <li class="nav-item"> <a href="https://twitter.com/michaelwaskom" title="Twitter" class="nav-link" rel="noopener" target="_blank"><span><i class="fab fa-twitter"></i></span> <label class="sr-only">Twitter</label></a> </li> </ul> </div> </div> </div> <div class="sidebar-end-items sidebar-primary__section"> <div class="sidebar-end-items__item"> </div> </div> </div> <div class="bd-content col"> <div class="bd-header-article"> </div> <article class="bd-article" role="main"> <section id="seaborn-statistical-data-visualization"> <h1>seaborn: statistical data visualization<a class="headerlink" href="#seaborn-statistical-data-visualization" title="Permalink to this heading">#</a></h1> <div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils"> <div class="sd-row sd-row-cols-6 sd-row-cols-xs-6 sd-row-cols-sm-6 sd-row-cols-md-6 sd-row-cols-lg-6 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-1 docutils"> <div class="sd-col sd-d-flex-column docutils"> <a class="reference external image-reference" href="./examples/scatterplot_matrix.html"><img alt="_images/scatterplot_matrix_thumb.png" src="_images/scatterplot_matrix_thumb.png" /></a> </div> <div class="sd-col sd-d-flex-column docutils"> <a class="reference external image-reference" href="examples/errorband_lineplots.html"><img alt="_images/errorband_lineplots_thumb.png" src="_images/errorband_lineplots_thumb.png" /></a> </div> <div class="sd-col sd-d-flex-column docutils"> <a class="reference external image-reference" href="examples/scatterplot_sizes.html"><img alt="_images/scatterplot_sizes_thumb.png" src="_images/scatterplot_sizes_thumb.png" /></a> </div> <div class="sd-col sd-d-flex-column docutils"> <a class="reference external image-reference" href="examples/timeseries_facets.html"><img alt="_images/timeseries_facets_thumb.png" src="_images/timeseries_facets_thumb.png" /></a> </div> <div class="sd-col sd-d-flex-column docutils"> <a class="reference external image-reference" href="examples/horizontal_boxplot.html"><img alt="_images/horizontal_boxplot_thumb.png" src="_images/horizontal_boxplot_thumb.png" /></a> </div> <div class="sd-col sd-d-flex-column docutils"> <a class="reference external image-reference" href="examples/regression_marginals.html"><img alt="_images/regression_marginals_thumb.png" src="_images/regression_marginals_thumb.png" /></a> </div> </div> </div> <div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils"> <div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-3 sd-row-cols-lg-3 docutils"> <div class="sd-col sd-d-flex-column sd-col-12 sd-col-xs-12 sd-col-sm-12 sd-col-md-6 sd-col-lg-6 docutils"> <p>Seaborn is a Python data visualization library based on <a class="reference external" href="https://matplotlib.org">matplotlib</a>. It provides a high-level interface for drawing attractive and informative statistical graphics.</p> <p>For a brief introduction to the ideas behind the library, you can read the <a class="reference internal" href="tutorial/introduction.html"><span class="doc">introductory notes</span></a> or the <a class="reference external" href="https://joss.theoj.org/papers/10.21105/joss.03021">paper</a>. Visit the <a class="reference internal" href="installing.html"><span class="doc">installation page</span></a> to see how you can download the package and get started with it. You can browse the <a class="reference internal" href="examples/index.html"><span class="doc">example gallery</span></a> to see some of the things that you can do with seaborn, and then check out the <a class="reference internal" href="tutorial.html"><span class="doc">tutorials</span></a> or <a class="reference internal" href="api.html"><span class="doc">API reference</span></a> to find out how.</p> <p>To see the code or report a bug, please visit the <a class="reference external" href="https://github.com/mwaskom/seaborn">GitHub repository</a>. General support questions are most at home on <a class="reference external" href="https://stackoverflow.com/questions/tagged/seaborn/">stackoverflow</a>, which has a dedicated channel for seaborn.</p> </div> <div class="sd-col sd-d-flex-row sd-col-12 sd-col-xs-12 sd-col-sm-12 sd-col-md-2 sd-col-lg-2 docutils"> <div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm docutils"> <div class="sd-card-body sd-pl-4 docutils"> <div class="sd-card-title sd-font-weight-bold sd-fs-5 docutils"> Contents</div> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="installing.html">Installing</a></li> <li class="toctree-l1"><a class="reference internal" href="examples/index.html">Gallery</a></li> <li class="toctree-l1"><a class="reference internal" href="tutorial.html">Tutorial</a></li> <li class="toctree-l1"><a class="reference internal" href="api.html">API</a></li> <li class="toctree-l1"><a class="reference internal" href="whatsnew/index.html">Releases</a></li> <li class="toctree-l1"><a class="reference internal" href="citing.html">Citing</a></li> <li class="toctree-l1"><a class="reference internal" href="faq.html">FAQ</a></li> </ul> </div> </div> </div> </div> <div class="sd-col sd-d-flex-row sd-col-12 sd-col-xs-12 sd-col-sm-12 sd-col-md-4 sd-col-lg-4 docutils"> <div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm docutils"> <div class="sd-card-body sd-pl-3 docutils"> <div class="sd-card-title sd-font-weight-bold sd-fs-5 docutils"> Features</div> <ul class="simple"> <li><p class="sd-card-text"><span class="sd-sphinx-override sd-badge sd-bg-secondary sd-bg-text-secondary">New</span> Objects: <a class="reference internal" href="api.html#objects-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/objects_interface.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Relational plots: <a class="reference internal" href="api.html#relational-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/relational.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Distribution plots: <a class="reference internal" href="api.html#distribution-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/distributions.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Categorical plots: <a class="reference internal" href="api.html#categorical-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/categorical.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Regression plots: <a class="reference internal" href="api.html#regression-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/regression.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Multi-plot grids: <a class="reference internal" href="api.html#grid-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/axis_grids.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Figure theming: <a class="reference internal" href="api.html#style-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/aesthetics.html"><span class="doc">Tutorial</span></a></p></li> <li><p class="sd-card-text">Color palettes: <a class="reference internal" href="api.html#palette-api"><span class="std std-ref">API</span></a> | <a class="reference internal" href="tutorial/color_palettes.html"><span class="doc">Tutorial</span></a></p></li> </ul> </div> </div> </div> </div> </div> </section> </article> </div> </div> </div> <!-- Scripts loaded after <body> so the DOM is not blocked --> <script src="_static/scripts/pydata-sphinx-theme.js?digest=9b1a4fa89bdd0e95b23b"></script> <footer class="footer" style="border-top: 1px solid #ccc; 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