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plotting added #146

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plotting added #146

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10 changes: 5 additions & 5 deletions ...pandas/05_pandas_summary_statistics.ipynb → ...pandas/04_pandas_summary_statistics.ipynb
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"source": [
"## Aggregating statistics\n",
"\n",
"![Aggregating statistics from a single coloumn in a DataFrame](images/05_aggregate.svg)"
"![Aggregating statistics from a single coloumn in a DataFrame](images/04_aggregate.svg)"
]
},
{
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"id": "78f45a26-4d3c-423f-8c05-e0d775220222",
"metadata": {},
"source": [
"![Aggregating statistics from a multiple coloumns in a DataFrame](images/05_reduction.svg)"
"![Aggregating statistics from a multiple coloumns in a DataFrame](images/04_reduction.svg)"
]
},
{
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"source": [
"## Aggregating statistics grouped by category\n",
"\n",
"![Aggregating statistics grouped by category](images/05_groupby.svg)"
"![Aggregating statistics grouped by category](images/04_groupby.svg)"
]
},
{
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"id": "6e65a34d-9ec1-42ad-865c-607518520afa",
"metadata": {},
"source": [
"![The split-apply-combine pattern](images/05_groupby_select_detail.svg)"
"![The split-apply-combine pattern](images/04_groupby_select_detail.svg)"
]
},
{
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"source": [
"## Count number of records by category\n",
"\n",
"![Counting number of records by category](images/05_valuecounts.svg)"
"![Counting number of records by category](images/04_valuecounts.svg)"
]
},
{
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"tags": []
},
"source": [
"# Subsets"
"# Out: Subsets"
]
},
{
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.8"
"version": "3.12.5"
}
},
"nbformat": 4,
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"id": "655cdffb-87eb-4972-8863-e4476e85c173",
"metadata": {},
"source": [
"# `loc` and `iloc`"
"# Out: `loc` and `iloc`"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"# Variables"
"# Out: Variables"
]
},
{
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.8"
"version": "3.12.5"
}
},
"nbformat": 4,
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<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../docs/pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
Expand Down Expand Up @@ -476,7 +479,7 @@ <h2>Code blocks and outputs<a class="headerlink" href="#code-blocks-and-outputs"
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;contextlib.ExitStack at 0x1123acb90&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;contextlib.ExitStack at 0x10f61b950&gt;
</pre></div>
</div>
</div>
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<li class="toctree-l2"><a class="reference internal" href="../pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="../pandas/01_pandas_dataframe.html">Pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/02_pandas_tabular_data.html">Read and Write Tabular Data</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/03_pandas_subsets.html">Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_loc_iloc.html"><code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/04_pandas_summary_statistics.html">Summary Statistics</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/05_pandas_plot.html">Introduction to Pandas <code class="docutils literal notranslate"><span class="pre">.plot()</span></code> Method</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_pandas_loc_iloc.html">Out: <code class="docutils literal notranslate"><span class="pre">loc</span></code> and <code class="docutils literal notranslate"><span class="pre">iloc</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_03_pandas_subsets.html">Out: Subsets</a></li>
<li class="toctree-l2"><a class="reference internal" href="../pandas/xx_variables.html">Out: Variables</a></li>
</ul>
</details></li>
</ul>
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