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How to show the Logarithmic plot of a cumulative distribution function in Matplotlib?
To show the Logarithmic plot of a cumulative distribution function in Matplotlib, we can take the following steps.
Steps
- Set the figure size and adjust the padding between and around the subplots.
- Initialize a variable, N, for number of sample data.
- Create data, X2 and F2 using numpy.
- Plot X2 and F2 using plot() method.
- Make x and y scale logarithmic.
- To display the figure, use show() method.
Example
import numpy as np import matplotlib.pyplot as plt plt.rcParams["figure.figsize"] = [7.50, 3.50] plt.rcParams["figure.autolayout"] = True N = 100 data = np.random.randn(N) X2 = np.sort(data) F2 = np.array(range(N))/float(N) plt.plot(X2, F2) plt.xscale('log') plt.yscale('log') plt.show()
Output
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