To logscale plots with zero values in matplotlib, we can use xscale() and yscale() methods with "symlog" class by name.
Steps
Set the figure size and adjust the padding between and around the subplots.
Plot two lists containing zero values using plot() method.
Use yscale() method with "symlog" class by name.
Use xscale() method with "symlog" class by name.
To display the figure, use show() method.
Example
from matplotlib import pyplot as plt plt.rcParams["figure.figsize"] = [7.50, 3.50] plt.rcParams["figure.autolayout"] = True plt.plot([0, 1, 2, 0, 3], [1, 0, 2, 3, 5], marker='o', linestyle='-') plt.yscale('symlog') plt.xscale('symlog') plt.show()