.. only:: html

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

        Click :ref:`here <sphx_glr_download_auto_examples_plot_plot_diamonds.py>`     to download the full example code
    .. rst-class:: sphx-glr-example-title

    .. _sphx_glr_auto_examples_plot_plot_diamonds.py:


Diamonds Dataset Visualization
==========================================
Regression on the classical diamond dataset.



.. rst-class:: sphx-glr-horizontal


    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_diamonds_001.png
          :alt: Target distribution
          :class: sphx-glr-multi-img

    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_diamonds_002.png
          :alt: Continuous Feature vs Target, F=3.04E+05, F=1.94E+05, F=1.61E+05, F=1.55E+05, F=8.86E+02, F=6.12E+00
          :class: sphx-glr-multi-img

    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_diamonds_003.png
          :alt: Categorical Feature vs Target, F=3.61E-01, F=2.86E-01, F=1.01E-01
          :class: sphx-glr-multi-img


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

 Out:

 .. code-block:: none

    Target looks like regression
    /home/circleci/project/dabl/plot/utils.py:629: UserWarning: Dropped 13 outliers in column carat.
      warn("Dropped {} outliers in column {}.".format(
    /home/circleci/project/dabl/plot/utils.py:629: UserWarning: Dropped 9 outliers in column x.
      warn("Dropped {} outliers in column {}.".format(
    /home/circleci/project/dabl/plot/utils.py:629: UserWarning: Dropped 10 outliers in column y.
      warn("Dropped {} outliers in column {}.".format(
    /home/circleci/project/dabl/plot/utils.py:629: UserWarning: Dropped 25 outliers in column z.
      warn("Dropped {} outliers in column {}.".format(
    /home/circleci/project/dabl/plot/utils.py:629: UserWarning: Dropped 19 outliers in column table.
      warn("Dropped {} outliers in column {}.".format(
    /home/circleci/project/dabl/plot/utils.py:629: UserWarning: Dropped 52 outliers in column depth.
      warn("Dropped {} outliers in column {}.".format(
    /home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
      ax.set_xticklabels(
    /home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
      ax.set_xticklabels(
    /home/circleci/project/dabl/plot/utils.py:371: UserWarning: FixedFormatter should only be used together with FixedLocator
      ax.set_xticklabels(






|


.. code-block:: default

    # sphinx_gallery_thumbnail_number = 2
    import matplotlib.pyplot as plt
    from sklearn.datasets import fetch_openml
    from dabl import plot

    X, y = fetch_openml('diamonds', as_frame=True, return_X_y=True)

    plot(X, y)
    plt.show()


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

   **Total running time of the script:** ( 0 minutes  6.470 seconds)


.. _sphx_glr_download_auto_examples_plot_plot_diamonds.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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