.. _pylab_examples-hist_colormapped:

pylab_examples example code: hist_colormapped.py
================================================



.. plot:: /home/tcaswell/source/p/matplotlib/doc/mpl_examples/pylab_examples/hist_colormapped.py

::

    import numpy as np
    import matplotlib.pyplot as plt
    import matplotlib.cm as cm
    import matplotlib.colors as colors
    
    fig, ax = plt.subplots()
    Ntotal = 1000
    N, bins, patches = ax.hist(np.random.rand(Ntotal), 20)
    
    # I'll color code by height, but you could use any scalar
    
    
    # we need to normalize the data to 0..1 for the full
    # range of the colormap
    fracs = N.astype(float)/N.max()
    norm = colors.Normalize(fracs.min(), fracs.max())
    
    for thisfrac, thispatch in zip(fracs, patches):
        color = cm.viridis(norm(thisfrac))
        thispatch.set_facecolor(color)
    
    
    plt.show()
    

Keywords: python, matplotlib, pylab, example, codex (see :ref:`how-to-search-examples`)