Python Scatter Plot with Multiple Y values for each X

MatplotlibPythonData Visualization

To make a scatter plot with multiple Y values for each X, we can create x and y data points using numpy, zip and iterate them together to create the scatter plot.


  • Set the figure size and adjust the padding between and around the subplots.

  • Create random xs and ys data points using numpy.

  • Zip xs and ys. Iterate them together.

  • Make a scatter plot with each x and y values.

  • To display the figure, use show() method.


import numpy as np
from matplotlib import pyplot as plt
plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True
xs = np.random.rand(100)
ys = np.random.rand(100)
for x, y in zip(xs, ys):
   plt.scatter(x, y, cmap="copper")


Updated on 01-Jun-2021 11:52:49