.. _sphx_glr_tutorials_colors_colors.py:


*****************
Specifying Colors
*****************

Matplotlib recognizes the following formats to specify a color:

* an RGB or RGBA tuple of float values in ``[0, 1]`` (e.g., ``(0.1, 0.2, 0.5)``
  or  ``(0.1, 0.2, 0.5, 0.3)``);
* a hex RGB or RGBA string (e.g., ``'#0F0F0F'`` or ``'#0F0F0F0F'``);
* a string representation of a float value in ``[0, 1]`` inclusive for gray
  level (e.g., ``'0.5'``);
* one of ``{'b', 'g', 'r', 'c', 'm', 'y', 'k', 'w'}``;
* a X11/CSS4 color name;
* a name from the `xkcd color survey <https://xkcd.com/color/rgb/>`__;
  prefixed with ``'xkcd:'`` (e.g., ``'xkcd:sky blue'``);
* one of ``{'tab:blue', 'tab:orange', 'tab:green',
  'tab:red', 'tab:purple', 'tab:brown', 'tab:pink',
  'tab:gray', 'tab:olive', 'tab:cyan'}`` which are the Tableau Colors from the
  'T10' categorical palette (which is the default color cycle);
* a "CN" color spec, i.e. `'C'` followed by a single digit, which is an index
  into the default property cycle (``matplotlib.rcParams['axes.prop_cycle']``);
  the indexing occurs at artist creation time and defaults to black if the
  cycle does not include color.

All string specifications of color, other than "CN", are case-insensitive.

"CN" color selection
--------------------

"CN" colors are converted to RGBA as soon as the artist is created.  For
example,



.. code-block:: python



    import numpy as np
    import matplotlib.pyplot as plt
    import matplotlib as mpl

    th = np.linspace(0, 2*np.pi, 128)


    def demo(sty):
        mpl.style.use(sty)
        fig, ax = plt.subplots(figsize=(3, 3))

        ax.set_title('style: {!r}'.format(sty), color='C0')

        ax.plot(th, np.cos(th), 'C1', label='C1')
        ax.plot(th, np.sin(th), 'C2', label='C2')
        ax.legend()

    demo('default')
    demo('seaborn')




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


    *

      .. image:: /tutorials/colors/images/sphx_glr_colors_001.png
            :scale: 47

    *

      .. image:: /tutorials/colors/images/sphx_glr_colors_002.png
            :scale: 47




will use the first color for the title and then plot using the second
and third colors of each style's ``mpl.rcParams['axes.prop_cycle']``.


xkcd v X11/CSS4
---------------

The xkcd colors are derived from a user survey conducted by the
webcomic xkcd.  `Details of the survey are available on the xkcd blog
<https://blog.xkcd.com/2010/05/03/color-survey-results/>`__.

Out of 148 colors in the CSS color list, there are 95 name collisions
between the X11/CSS4 names and the xkcd names, all but 3 of which have
different hex values.  For example ``'blue'`` maps to ``'#0000FF'``
where as ``'xkcd:blue'`` maps to ``'#0343DF'``.  Due to these name
collisions all of the xkcd colors have ``'xkcd:'`` prefixed.  As noted in
the blog post, while it might be interesting to re-define the X11/CSS4 names
based on such a survey, we do not do so unilaterally.

The name collisions are shown in the table below; the color names
where the hex values agree are shown in bold.



.. code-block:: python


    import matplotlib._color_data as mcd
    import matplotlib.patches as mpatch

    overlap = {name for name in mcd.CSS4_COLORS
               if "xkcd:" + name in mcd.XKCD_COLORS}

    fig = plt.figure(figsize=[4.8, 16])
    ax = fig.add_axes([0, 0, 1, 1])

    for j, n in enumerate(sorted(overlap, reverse=True)):
        weight = None
        cn = mcd.CSS4_COLORS[n]
        xkcd = mcd.XKCD_COLORS["xkcd:" + n].upper()
        if cn == xkcd:
            weight = 'bold'

        r1 = mpatch.Rectangle((0, j), 1, 1, color=cn)
        r2 = mpatch.Rectangle((1, j), 1, 1, color=xkcd)
        txt = ax.text(2, j+.5, '  ' + n, va='center', fontsize=10,
                      weight=weight)
        ax.add_patch(r1)
        ax.add_patch(r2)
        ax.axhline(j, color='k')

    ax.text(.5, j + 1.5, 'X11', ha='center', va='center')
    ax.text(1.5, j + 1.5, 'xkcd', ha='center', va='center')
    ax.set_xlim(0, 3)
    ax.set_ylim(0, j + 2)
    ax.axis('off')



.. image:: /tutorials/colors/images/sphx_glr_colors_003.png
    :align: center




**Total running time of the script:** ( 0 minutes  0.144 seconds)



.. only :: html

 .. container:: sphx-glr-footer


  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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


.. only:: html

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

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