Seaborn pairplot

Pairplot is used to plot the pairwise relationships in the dataset. You can draw a pair plot in Seaborn with the following code. Seaborn provides sns.pairplot() method for pair plot. I highly recommend the “Python Crash Course Book” to learn Python. In this article, you’ll see the six different examples to draw a Seaborn pair plot.

Example 1: Seaborn pairplot

```# Import the required libraries
import seaborn as sns
import matplotlib.pyplot as plt

# Draw Pair Plot
sns.pairplot(dataset)

# Display the pairplot
plt.show()```

Output:

Example 2: Seaborn pairplot hue

```# Import the required libraries
import seaborn as sns
import matplotlib.pyplot as plt

# Draw Pair Plot
sns.pairplot(dataset, hue="species")

# Display the pairplot
plt.show()```

Output:

Example 3: Seaborn pairplot KDE (Kernel Density Estimate)

```# Import the required libraries
import seaborn as sns
import matplotlib.pyplot as plt

# Draw Pair Plot
sns.pairplot(dataset, kind="kde")

# Display the pairplot
plt.show()```

Output:

Example 4: Seaborn pairplot histogram

```# Import the required libraries
import seaborn as sns
import matplotlib.pyplot as plt

# Draw Pair Plot
sns.pairplot(dataset, kind="hist")

# Display the pairplot
plt.show()```

Output:

Example 5: Seaborn pairplot markers

```# Import the required libraries
import seaborn as sns
import matplotlib.pyplot as plt

# Draw Pair Plot
sns.pairplot(dataset, hue="species", markers=["o", "s", "D"])

# Display the pairplot
plt.show()```

Output:

Example 6: Seaborn pairplot size

```# Import the required libraries
import seaborn as sns
import matplotlib.pyplot as plt