Animation using Matplotlib with subplots and ArtistAnimation

MatplotlibPythonData Visualization

To animate using Matplotlib with subplots and ArtistAnimation, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.
  • Create a figure and a set of subplots.
  • Create a user-defined function, Init, to draw a clear frame.
  • Use FuncAnimation to make an animation by repeatedly calling a function *func*.
  • Define an animate function to update the data points in FuncArtist class.
  • To display the figure, use show() method.


import numpy as np
import matplotlib.pyplot as plt
from matplotlib.animation import FuncAnimation

plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True
fig, ax = plt.subplots()
xdata, ydata = [], []
ln, = plt.plot([], [], 'r*')

def init():
   ax.set_xlim(0, 100)
   ax.set_ylim(-1, 1)
   return ln,
def animate(frame):
   ln.set_data(xdata, ydata)
   return ln,

ani = FuncAnimation(fig, animate, init_func=init, blit=True, frames=100)


Published on 17-Jun-2021 11:39:51