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How to make semilogx and semilogy plots in Matplotlib?
To make semilogx and semilogy plots, we can take the following steps −
- Set the figure size and adjust the padding between and around the subplots.
- create a new figure or activate an existing figure.
- Scatter and plot x and y data points.
- Make a plot with log scaling on the X axis.
- Make a plot with log scaling on the Y axis.
- To display the figure, use show() method.
Example
import matplotlib.pyplot as plt plt.rcParams["figure.figsize"] = [7.50, 3.50] plt.rcParams["figure.autolayout"] = True x = [10, 100, 1000, 10000, 100000] y = [2, 4, 8, 16, 32] fig = plt.figure() plt.scatter(x, y) plt.plot(x, y) plt.semilogx() plt.semilogy(basey=2) plt.show()
Output
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