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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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<p class="first admonition-title">Note</p>
<p class="last">Click <a class="reference internal" href="#sphx-glr-download-gallery-pyplots-boxplot-demo-pyplot-py"><span class="std std-ref">here</span></a> to download the full example code</p>
</div>
<div class="sphx-glr-example-title section" id="boxplot-demo">
<span id="sphx-glr-gallery-pyplots-boxplot-demo-pyplot-py"></span><h1>Boxplot Demo<a class="headerlink" href="#boxplot-demo" title="Permalink to this headline">¶</a></h1>
<p>Example boxplot code</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="c1"># Fixing random state for reproducibility</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">19680801</span><span class="p">)</span>
<span class="c1"># fake up some data</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">spread</span></a> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span> <span class="o">*</span> <span class="mi">100</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">center</span></a> <span class="o">=</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ones.html#numpy.ones" title="View documentation for numpy.ones"><span class="n">np</span><span class="o">.</span><span class="n">ones</span></a><span class="p">(</span><span class="mi">25</span><span class="p">)</span> <span class="o">*</span> <span class="mi">50</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_high</span></a> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span> <span class="o">*</span> <span class="mi">100</span> <span class="o">+</span> <span class="mi">100</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_low</span></a> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span> <span class="o">*</span> <span class="o">-</span><span class="mi">100</span>
<a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a> <span class="o">=</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.concatenate.html#numpy.concatenate" title="View documentation for numpy.concatenate"><span class="n">np</span><span class="o">.</span><span class="n">concatenate</span></a><span class="p">((</span><a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">spread</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">center</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_high</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_low</span></a><span class="p">))</span>
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig1</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax1</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax1</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Basic Plot'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax1</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">)</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_001.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_001.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'whiskers': [<matplotlib.lines.Line2D object at 0x7f155a2c4310>, <matplotlib.lines.Line2D object at 0x7f155a2c4c70>], 'caps': [<matplotlib.lines.Line2D object at 0x7f155a2c4df0>, <matplotlib.lines.Line2D object at 0x7f155a34f760>], 'boxes': [<matplotlib.lines.Line2D object at 0x7f155a2c40d0>], 'medians': [<matplotlib.lines.Line2D object at 0x7f155a34ffa0>], 'fliers': [<matplotlib.lines.Line2D object at 0x7f155a34ff40>], 'means': []}
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig2</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax2</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax2</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Notched boxes'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax2</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">,</span> <span class="n">notch</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_002.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_002.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'whiskers': [<matplotlib.lines.Line2D object at 0x7f152b114580>, <matplotlib.lines.Line2D object at 0x7f152b114550>], 'caps': [<matplotlib.lines.Line2D object at 0x7f152b114c40>, <matplotlib.lines.Line2D object at 0x7f152b114160>], 'boxes': [<matplotlib.lines.Line2D object at 0x7f15482f5610>], 'medians': [<matplotlib.lines.Line2D object at 0x7f155ef16b20>], 'fliers': [<matplotlib.lines.Line2D object at 0x7f155a2aac10>], 'means': []}
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="View documentation for builtins.dict"><span class="n">green_diamond</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">markerfacecolor</span><span class="o">=</span><span class="s1">'g'</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">'D'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig3</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax3</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax3</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Changed Outlier Symbols'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax3</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">,</span> <span class="n">flierprops</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="View documentation for builtins.dict"><span class="n">green_diamond</span></a><span class="p">)</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_003.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_003.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'whiskers': [<matplotlib.lines.Line2D object at 0x7f155a1a8eb0>, <matplotlib.lines.Line2D object at 0x7f155a1b7250>], 'caps': [<matplotlib.lines.Line2D object at 0x7f155a1b75b0>, <matplotlib.lines.Line2D object at 0x7f155a1b7910>], 'boxes': [<matplotlib.lines.Line2D object at 0x7f155a1a8b50>], 'medians': [<matplotlib.lines.Line2D object at 0x7f155a1b7c40>], 'fliers': [<matplotlib.lines.Line2D object at 0x7f155a1b7f40>], 'means': []}
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig4</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax4</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax4</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Hide Outlier Points'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax4</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">,</span> <span class="n">showfliers</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_004.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_004.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'whiskers': [<matplotlib.lines.Line2D object at 0x7f155a34edf0>, <matplotlib.lines.Line2D object at 0x7f155a33ed00>], 'caps': [<matplotlib.lines.Line2D object at 0x7f155a33eb80>, <matplotlib.lines.Line2D object at 0x7f155a33ed60>], 'boxes': [<matplotlib.lines.Line2D object at 0x7f155a34ea90>], 'medians': [<matplotlib.lines.Line2D object at 0x7f155a33e520>], 'fliers': [], 'means': []}
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="View documentation for builtins.dict"><span class="n">red_square</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">markerfacecolor</span><span class="o">=</span><span class="s1">'r'</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">'s'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig5</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax5</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax5</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Horizontal Boxes'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax5</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">,</span> <span class="n">vert</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">flierprops</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="View documentation for builtins.dict"><span class="n">red_square</span></a><span class="p">)</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_005.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_005.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'whiskers': [<matplotlib.lines.Line2D object at 0x7f155a194d60>, <matplotlib.lines.Line2D object at 0x7f155a1a0100>], 'caps': [<matplotlib.lines.Line2D object at 0x7f155a1a0460>, <matplotlib.lines.Line2D object at 0x7f155a1a07c0>], 'boxes': [<matplotlib.lines.Line2D object at 0x7f155a194a00>], 'medians': [<matplotlib.lines.Line2D object at 0x7f155a1a0af0>], 'fliers': [<matplotlib.lines.Line2D object at 0x7f155a1a0df0>], 'means': []}
</pre></div>
</div>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig6</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax6</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax6</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Shorter Whisker Length'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax6</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">,</span> <span class="n">flierprops</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="View documentation for builtins.dict"><span class="n">red_square</span></a><span class="p">,</span> <span class="n">vert</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">whis</span><span class="o">=</span><span class="mf">0.75</span><span class="p">)</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_006.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_006.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'whiskers': [<matplotlib.lines.Line2D object at 0x7f155a211d90>, <matplotlib.lines.Line2D object at 0x7f155a215130>], 'caps': [<matplotlib.lines.Line2D object at 0x7f155a215490>, <matplotlib.lines.Line2D object at 0x7f155a2157f0>], 'boxes': [<matplotlib.lines.Line2D object at 0x7f155a211a30>], 'medians': [<matplotlib.lines.Line2D object at 0x7f155a215b20>], 'fliers': [<matplotlib.lines.Line2D object at 0x7f155a215e20>], 'means': []}
</pre></div>
</div>
<p>Fake up some more data</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">spread</span></a> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span> <span class="o">*</span> <span class="mi">100</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">center</span></a> <span class="o">=</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ones.html#numpy.ones" title="View documentation for numpy.ones"><span class="n">np</span><span class="o">.</span><span class="n">ones</span></a><span class="p">(</span><span class="mi">25</span><span class="p">)</span> <span class="o">*</span> <span class="mi">40</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_high</span></a> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span> <span class="o">*</span> <span class="mi">100</span> <span class="o">+</span> <span class="mi">100</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_low</span></a> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span> <span class="o">*</span> <span class="o">-</span><span class="mi">100</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">d2</span></a> <span class="o">=</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.concatenate.html#numpy.concatenate" title="View documentation for numpy.concatenate"><span class="n">np</span><span class="o">.</span><span class="n">concatenate</span></a><span class="p">((</span><a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">spread</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">center</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_high</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">flier_low</span></a><span class="p">))</span>
<a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="o">.</span><span class="n">shape</span> <span class="o">=</span> <span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
<a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.shape.html#numpy.ndarray.shape" title="View documentation for numpy.ndarray.shape"><span class="n">d2</span><span class="o">.</span><span class="n">shape</span></a> <span class="o">=</span> <span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
</pre></div>
</div>
<p>Making a 2-D array only works if all the columns are the
same length. If they are not, then use a list instead.
This is actually more efficient because boxplot converts
a 2-D array into a list of vectors internally anyway.</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a> <span class="o">=</span> <span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">d2</span></a><span class="p">,</span> <a href="https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray" title="View documentation for numpy.ndarray"><span class="n">d2</span></a><span class="p">[::</span><span class="mi">2</span><span class="p">,</span> <span class="mi">0</span><span class="p">]]</span>
<a href="../../api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure" title="View documentation for matplotlib.figure.Figure"><span class="n">fig7</span></a><span class="p">,</span> <a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax7</span></a> <span class="o">=</span> <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax7</span></a><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">'Multiple Samples with Different sizes'</span><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.axes.SubplotBase.html#matplotlib.axes.SubplotBase" title="View documentation for matplotlib.axes.SubplotBase"><span class="n">ax7</span></a><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="View documentation for builtins.list"><span class="n">data</span></a><span class="p">)</span>
<a href="../../api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="View documentation for matplotlib.pyplot.show"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
</pre></div>
</div>
<img alt="../../_images/sphx_glr_boxplot_demo_pyplot_007.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_boxplot_demo_pyplot_007.png" />
<hr class="docutils" />
<div class="section" id="references">
<h2>References<a class="headerlink" href="#references" title="Permalink to this headline">¶</a></h2>
<p>The use of the following functions, methods, classes and modules is shown
in this example:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib</span>
<span class="n">matplotlib</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">Axes</span><span class="o">.</span><span class="n">boxplot</span>
<a href="../../api/_as_gen/matplotlib.pyplot.boxplot.html#matplotlib.pyplot.boxplot" title="View documentation for matplotlib.pyplot.boxplot"><span class="n">matplotlib</span><span class="o">.</span><span class="n">pyplot</span><span class="o">.</span><span class="n">boxplot</span></a>
</pre></div>
</div>
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function boxplot at 0x7f154d0c7ca0>
</pre></div>
</div>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-gallery-pyplots-boxplot-demo-pyplot-py">
<div class="sphx-glr-download docutils container">
<a class="reference download internal" download="" href="../../_downloads/7f6f4f4fedb8927485df423abb5b9761/boxplot_demo_pyplot.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">boxplot_demo_pyplot.py</span></code></a></div>
<div class="sphx-glr-download docutils container">
<a class="reference download internal" download="" href="../../_downloads/f2eb5b8f9f8e2fd008a36704b7c8799f/boxplot_demo_pyplot.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">boxplot_demo_pyplot.ipynb</span></code></a></div>
</div>
<p class="sphx-glr-signature">Keywords: matplotlib code example, codex, python plot, pyplot
<a class="reference external" href="https://sphinx-gallery.readthedocs.io">Gallery generated by Sphinx-Gallery</a></p>
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