Seaborn – Pair Plot Visualization
Table Of Contents:
- What Is Pair Plot ?
- Where To Use Pair Plot ?
- Examples Of Pair Plot ?
(1) What Is Pair Plot ?
(2) Where To Use Pair Plot ?
(3) Examples Of Pair Plot ?
Example-1: Basic Pair Plot
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in Iris dataset
iris = sns.load_dataset("iris")
# Create a pair plot
sns.pairplot(iris)
plt.show()
Example-2: Pair Plot with Hue (Coloring by Category)
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in Iris dataset
iris = sns.load_dataset("iris")
# Create a pair plot
sns.pairplot(iris, hue="species")
plt.show()
Example-3: Pair Plot with KDE (Kernel Density Estimation)
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in Iris dataset
iris = sns.load_dataset("iris")
# Create a pair plot
sns.pairplot(iris, kind="kde")
plt.show()
