Python - can you plot a histogram with a contour?

Question

I want to plot a histogram with a contour like this

I found this picture in here, but after following the same procedure there I don't get the contour.

I saw this question in stack overflow but it draws an edge over each bar, and I want only the outer contour.

How can I draw this outer contour? (I'm running python 3)

score 10 · Accepted Answer · answered Nov 18 '18 at 10:58

10

The plot is probably produced with a different (i.e. older) matplotlib version. This can also be seen from the use of normed, which is deprecated in newer versions.

Here, you would explicitely set the edgecolor to black. ec="k", or longer, edgecolor="black".

import numpy as np
import matplotlib.pyplot as plt
plt.style.use('seaborn-white')

x1 = np.random.normal(0, 0.8, 1000)
x2 = np.random.normal(-2, 1, 1000)
x3 = np.random.normal(3, 2, 1000)

kwargs = dict(histtype='stepfilled', alpha=0.3, density=True, bins=40, ec="k")

plt.hist(x1, **kwargs)
plt.hist(x2, **kwargs)
plt.hist(x3, **kwargs);

plt.show()

answered Nov 18 '18 at 10:58

ImportanceOfBeingErnest

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Is it possible to have the `alpha` only affect the filling and not the contour? – Thomas Ahle Feb 01 '21 at 20:15
@ThomasAhle, you can add another histogram over the semitransparent one with ```histtype='step'```. But I'm also interested if it can be done in one line of code. – Michael Belvedersky Jun 08 '21 at 07:40

Python - can you plot a histogram with a contour?

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