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

.. only:: html

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

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

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

.. _sphx_glr_gallery_plot_pca.py:


Plot PCA with traja
-------------------
Plot PCA of a trip grid with :meth:`traja.plotting.plot_pca`

.. GENERATED FROM PYTHON SOURCE LINES 7-13



.. image-sg:: /gallery/images/sphx_glr_plot_pca_001.png
   :alt: PCA
   :srcset: /gallery/images/sphx_glr_plot_pca_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <Figure size 640x480 with 1 Axes>





|

.. code-block:: Python

    import traja

    # Load sample jaguar dataset with trajectories for 9 animals
    df = traja.dataset.example.jaguar()

    # Bin trajectory into a trip grid then perform PCA
    traja.plotting.plot_pca(df, id_col="ID", bins=(8,8))   

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

   **Total running time of the script:** (0 minutes 0.280 seconds)


.. _sphx_glr_download_gallery_plot_pca.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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