Pyplot

What You'll Learn: In this tutorial, you'll discover how to use Matplotlib's Pyplot submodule to create simple and effective visualizations in Python. Pyplot is a collection of functions that make Matplotlib work like MATLAB, providing a convenient way to plot graphs and charts.

Pyplot Submodule

Most of the Matplotlib utilities lie under the Pyplot submodule, and are usually imported under the plt alias.

Importing Pyplot:

python
import matplotlib.pyplot as plt

Now the Pyplot package can be referred to as plt.

Example: Drawing a Line

Let's draw a line in a diagram from position (0,0) to position (6,250).

Example Code:

python
import matplotlib.pyplot as plt
import numpy as np

# Define points for x and y axes
xpoints = np.array([0, 6])
ypoints = np.array([0, 250])

# Plot the points
plt.plot(xpoints, ypoints)
plt.show()

Result:

The above code will create a simple line plot from the point (0,0) to (6,250). You'll see a straight line representing these coordinates.

Try It Yourself: Fun Exercises

  1. Modify the Line Plot:
    • Change the coordinates in xpoints and ypoints to draw different lines and see how the plot changes.
  2. Add More Points:
    • Add more points to xpoints and ypoints to create more complex lines and shapes.

Summary:

In this tutorial, we learned about Matplotlib's Pyplot submodule, which is used for creating various plots and visualizations. We explored how to draw a simple line plot and customize it using coordinates. Keep experimenting and have fun with Pyplot in Python!