Anscombe’s Quartet

Yellowbrick has learned Anscombe’s lesson—which is why we believe that visual diagnostics are vital to machine learning.

import yellowbrick as yb
import matplotlib.pyplot as plt

g = yb.anscombe()
plt.show()

API Reference

Plots Anscombe’s Quartet as an illustration of the importance of visualization.

yellowbrick.anscombe.anscombe()

Creates 2x2 grid plot of the 4 anscombe datasets for illustration.