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How to have logarithmic bins in a Python histogram?
We can set the logarithmic bins while plotting histogram using plt.hist(bin="").
Steps
Create an array x, where range is 100.
Plot a histogram using plt.hist() method. We can pass logarithmic bins using logarithmic bins that returns numbers spaced evenly on a log scale.
Get the current axes, creating one if necessary and set the X-axis scale.
To show the figure, use plt.show() method.
Example
from matplotlib import pyplot as plt
import numpy as np
x = np.array(range(100))
plt.hist(x, bins=np.logspace(start=np.log10(10), stop=np.log10(15), num=10))
plt.gca().set_xscale("log")
plt.show()Output
Updated on: 16-Mar-2021
4K+ Views
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