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        <figure itemscope="" itemtype="http://schema.stenci.la/Figure" id="VF3iS8WkGaj4">
          <stencila-code-chunk itemscope="" itemtype="http://schema.stenci.la/CodeChunk"
            data-execution_count="20" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>import bokeh
from bokeh.plotting import figure, show
from bokeh.io import output_file, output_notebook
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns</code></pre>
          </stencila-code-chunk>
        </figure>
        <figure itemscope="" itemtype="http://schema.stenci.la/Figure" id="G4r3YyrzGsCn">
          <stencila-code-chunk itemscope="" itemtype="http://schema.stenci.la/CodeChunk"
            data-execution_count="21" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>url = &quot;https://gist.githubusercontent.com/seankross/a412dfbd88b3db70b74b/raw/5f23f993cd87c283ce766e7ac6b329ee7cc2e1d1/mtcars.csv&quot;</code></pre>
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          <stencila-code-chunk itemscope="" itemtype="http://schema.stenci.la/CodeChunk"
            data-execution_count="22" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>carsdf = pd.read_csv(url)</code></pre>
          </stencila-code-chunk>
        </figure>
        <figure itemscope="" itemtype="http://schema.stenci.la/Figure" id="OkYWED_bHdEJ">
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            data-colab="[object Object]" data-outputid="7c7bbc3d-8594-427c-dd80-8acd518fe061"
            data-execution_count="23" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>carsdf.head(3)</code></pre>
            <figure slot="outputs">
              <table itemscope="" itemtype="http://schema.org/Table">
                <thead>
                  <tr itemscope="" itemtype="http://schema.stenci.la/TableRow">
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell"></th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">model</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">mpg</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">cyl</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">disp</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">hp</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">drat</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">wt</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">qsec</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">vs</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">am</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">gear</th>
                    <th itemscope="" itemtype="http://schema.stenci.la/TableCell">carb</th>
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                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">0</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell">Mazda RX4</td>
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                        data-itemtype="http://schema.org/Number">21</span></td>
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                        data-itemtype="http://schema.org/Number">6</span></td>
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                        data-itemtype="http://schema.org/Number">110</span></td>
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                        data-itemtype="http://schema.org/Number">3.9</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">2.62</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">16.46</span></td>
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                        data-itemtype="http://schema.org/Number">4</span></td>
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                  <tr itemscope="" itemtype="http://schema.stenci.la/TableRow">
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                        data-itemtype="http://schema.org/Number">1</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell">Mazda RX4 Wag</td>
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                        data-itemtype="http://schema.org/Number">21</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">6</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">160</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">110</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">3.9</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">2.875</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">17.02</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">0</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">1</span></td>
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                        data-itemtype="http://schema.org/Number">4</span></td>
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                        data-itemtype="http://schema.org/Number">2</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell">Datsun 710</td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">22.8</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">4</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">108</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">93</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">3.85</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">2.32</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">18.61</span></td>
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                        data-itemtype="http://schema.org/Number">1</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">1</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">4</span></td>
                    <td itemscope="" itemtype="http://schema.stenci.la/TableCell"><span
                        data-itemtype="http://schema.org/Number">1</span></td>
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        <figure itemscope="" itemtype="http://schema.stenci.la/Figure" id="up8_pe5hHfny">
          <stencila-code-chunk itemscope="" itemtype="http://schema.stenci.la/CodeChunk"
            data-execution_count="24" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>p = figure(title=&quot;Simple line example&quot;, x_axis_label=&quot;wt&quot;, y_axis_label=&quot;mpg&quot;)</code></pre>
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        </figure>
        <figure itemscope="" itemtype="http://schema.stenci.la/Figure" id="xT5yT5YHHrMw">
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            data-colab="[object Object]" data-outputid="a8c98250-05e1-4250-d3df-f1d3455e9860"
            data-execution_count="26" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>p.circle(carsdf[&#39;wt&#39;], carsdf[&#39;mpg&#39;])
show(p)
output_notebook()</code></pre>
            <figure slot="outputs">
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