How should I pass a matplotlib object through a function; as Axis, Axes or Figure?

MatplotlibPythonData Visualization

To pass a matplotlib object through a function; as Axis, Axes or figure, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.
  • In plot() method, plot x and y data points at axes ax.
  • In profile() method, create a figure and a set of subplots. Iterate the axes and pass in plot() method to plot the figure.
  • Call the profile() method with 3 rows and 4 columns.
  • To display the figure, use show() method.

Example

import numpy as np
from matplotlib import pyplot as plt

plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True

def plot(ax, x, y):
   ax.plot(x, y)

def profile(rows, cols):
   fig, axes = plt.subplots(rows, cols)
   for ax in axes:
      for a in ax:
plot(a, np.random.rand(10), np.random.rand(10))

profile(3, 4)
plt.show()

Output

It will produce the following output

raja
Published on 18-Sep-2021 11:32:15
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