.. _sphx_glr_auto_examples_exploratory:

Exploratory analysis
--------------------

Examples of exploratory analysis functionalities available in scikit-fda.



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Shows the use of the functional Boxplot applied to the Canadian Weather dataset.">

.. only:: html

  .. image:: /auto_examples/exploratory/images/thumb/sphx_glr_plot_boxplot_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_exploratory_plot_boxplot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Boxplot</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Explores the Tecator data set by plotting the functional data and calculating means and derivatives.">

.. only:: html

  .. image:: /auto_examples/exploratory/images/thumb/sphx_glr_plot_explore_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_exploratory_plot_explore.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Exploring data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Shows the use of the MS-Plot applied to the Canadian Weather dataset.">

.. only:: html

  .. image:: /auto_examples/exploratory/images/thumb/sphx_glr_plot_magnitude_shape_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_exploratory_plot_magnitude_shape.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Magnitude-Shape Plot</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Shows the use of the MS-Plot applied to a synthetic dataset.">

.. only:: html

  .. image:: /auto_examples/exploratory/images/thumb/sphx_glr_plot_magnitude_shape_synthetic_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_exploratory_plot_magnitude_shape_synthetic.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Magnitude-Shape Plot synthetic example</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Shows the use of the surface boxplot, which is a generalization of the functional boxplot for FDataGrid whose domain dimension is 2.">

.. only:: html

  .. image:: /auto_examples/exploratory/images/thumb/sphx_glr_plot_surface_boxplot_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_exploratory_plot_surface_boxplot.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Surface Boxplot</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/exploratory/plot_boxplot
   /auto_examples/exploratory/plot_explore
   /auto_examples/exploratory/plot_magnitude_shape
   /auto_examples/exploratory/plot_magnitude_shape_synthetic
   /auto_examples/exploratory/plot_surface_boxplot