.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot_wikipedia.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_plot_wikipedia.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_plot_wikipedia.py:


Wikipedia
---------

Demonstrating some style options with the Simple-Wikipedia Data map

.. GENERATED FROM PYTHON SOURCE LINES 7-41



.. image-sg:: /auto_examples/images/sphx_glr_plot_wikipedia_001.png
   :alt: Map of Wikipedia, Paragraphs from articles on Simple Wikipedia embedded with Cohere embed
   :srcset: /auto_examples/images/sphx_glr_plot_wikipedia_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


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|

.. code-block:: Python

    import datamapplot
    import numpy as np
    import requests
    import PIL
    import matplotlib.pyplot as plt

    plt.rcParams['savefig.bbox'] = 'tight'

    wikipedia_data_map = np.load("Wikipedia-data_map.npz")["arr_0"]
    wikipedia_labels = np.load("Wikipedia-cluster_labels.npz", allow_pickle=True)["arr_0"]

    cohere_logo_response = requests.get(
        "https://asset.brandfetch.io/idfDTLvPCK/idyv4d98RT.png",
        stream=True,
    )
    cohere_logo = np.asarray(PIL.Image.open(cohere_logo_response.raw).convert("RGBA"))

    fig, ax = datamapplot.create_plot(
        wikipedia_data_map,
        wikipedia_labels,
        title="Map of Wikipedia",
        sub_title="Paragraphs from articles on Simple Wikipedia embedded with Cohere embed",
        logo=cohere_logo,
        logo_width=0.28,
        use_medoids=True,
        arrowprops={"arrowstyle": "wedge,tail_width=0.85,shrink_factor=0.15", "linewidth": 0.4, "fc": "#33333377", "ec": "#333333aa"},
        font_family="Marcellus SC",
        label_linespacing=1.25,
        label_direction_bias=1.25,
        title_keywords={"fontsize":62.5}
    )
    ax.set(facecolor="#eae6de")
    fig.savefig("plot_wikipedia.png", bbox_inches="tight")
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 32.366 seconds)


.. _sphx_glr_download_auto_examples_plot_wikipedia.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_wikipedia.ipynb <plot_wikipedia.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_wikipedia.py <plot_wikipedia.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_wikipedia.zip <plot_wikipedia.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_