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fixes suggested by Claude
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‎TODO.md‎

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milvus
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narwhals
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duckdb
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playwright/README.md - not in toctree
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playwright/web_testing/README.rst - not in toctree
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re/exercises/regex_exercises.md - not in toctree
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sqlalchemy/README.md - not in toctree

‎index.rst‎

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:maxdepth: 2
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os/README.rst
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pathlib/README.rst
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pathlib/README.rst # TODO
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Read and Write Files
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:maxdepth: 1
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httpx/README.rst
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BeautifulSoup4/README.rst
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beautiful_soup/README.rst
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flask/README.rst
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email/README.rst
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‎json/README.rst‎

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.. seealso::
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`Documentation of the json module <docs.python.org/3/library/json.html>`__
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`Documentation of the json module <https://docs.python.org/3/library/json.html>`__
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‎matplotlib/README.rst‎

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.. figure:: piechart.png
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.. literalinclude piechart.py
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.. literalinclude:: piechart.py
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.. seealso::

‎networkx/README.rst‎

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pip install networkx
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The example below uses the [PageRank algorithm](https://en.wikipedia.org/wiki/PageRank) to calculate the centrality (relative importance) of nodes in the graph.
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The example below uses the `PageRank algorithm <https://en.wikipedia.org/wiki/PageRank>`__ to calculate the centrality (relative importance) of nodes in the graph.
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The nodes are colored according to their page rank score (more red=more central).
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The code uses the data in :download:`city_pairs.csv`:

‎random/README.rst‎

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.. literalinclude:: example_random.py
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.. seealso::
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The `random` module generates random numbers from common distributions.
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It does not require installation.
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`Documentation for the random module <https://docs.python.org/3/library/random.html>`__

‎random/random_list.rst‎

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.. literalinclude:: random_set.py
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.. seealso::
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The `random` module generates random numbers from common distributions.
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It does not require installation.
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`Documentation for the random module <https://docs.python.org/3/library/random.html`__

‎sqlite3/README.rst‎

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.. literalinclude:: example_sqlite.py
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.. seealso:
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.. seealso::
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`sqlite3 documentation <https://docs.python.org/3/library/sqlite3.html>`__

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