:orphan:

depictr gallery
===============

Worked examples across the statistical workflow. Every figure below is rendered
by running the code shown, in the depictr theme and colourblind-safe palette.


.. raw:: html

  <div id='sg-tag-list' class='sphx-glr-tag-list'></div>


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="depictr defaults to the Okabe-Ito palette and checks that choice rather than asserting it: a Machado-2009 simulator and a CIE-Lab distance test confirm the colours stay distinguishable under each colour-vision deficiency.">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_accessibility_thumb.png
    :alt:

  :doc:`/auto_examples/plot_accessibility`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Accessibility: a validated colourblind-safe palette</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="A first look at a dataset, all in one theme: distributions, categories, correlations, cumulative distributions and a missing-data map.">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_eda_thumb.png
    :alt:

  :doc:`/auto_examples/plot_eda`

.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Principal components and clustering (via scikit-learn), and a seasonal decomposition (via statsmodels), all redrawn in the depictr theme.">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_multivariate_timeseries_thumb.png
    :alt:

  :doc:`/auto_examples/plot_multivariate_timeseries`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Multivariate and time series</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Fit a model once, then read it from several angles: a coefficient forest, the predicted effect of a predictor, an estimation plot of group differences, and a panel of regression diagnostics.">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_models_thumb.png
    :alt:

  :doc:`/auto_examples/plot_models`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Model estimates and diagnostics</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The classification metrics come from scikit-learn and the survival estimate from lifelines; depictr redraws both under the shared theme. The survival figure adds a number-at-risk table beneath the curves in one call.">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_classification_survival_thumb.png
    :alt:

  :doc:`/auto_examples/plot_classification_survival`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Classification and survival</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_accessibility
   /auto_examples/plot_eda
   /auto_examples/plot_multivariate_timeseries
   /auto_examples/plot_models
   /auto_examples/plot_classification_survival



.. only:: html

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

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