Seaborn – Joint Plot Visualization
Table Of Contents:
- What Is Joint Plot ?
- Where To Use Joint Plot ?
- Examples Of Joint Plot ?
(1) What Is Joint Plot ?
(2) Where to Use a Joint Plot?
(3) Examples Of Joint Plot ?
Example-1: Basic Joint Plot
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in tips dataset
tips = sns.load_dataset("tips")
# Create a joint plot
sns.jointplot(data=tips, x="total_bill", y="tip")
plt.show()
Example-2: Joint Plot with Regression Line (Kind=”reg”)
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in tips dataset
tips = sns.load_dataset("tips")
# Create a joint plot
sns.jointplot(data=tips, x="total_bill", y="tip", kind="reg")
plt.show()
Example-3: Joint Plot with Hexagonal Binning (Kind=”hex”)
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in tips dataset
tips = sns.load_dataset("tips")
# Create a joint plot
sns.jointplot(data=tips, x="total_bill", y="tip", kind="hex")
plt.show()
Example-4: Joint Plot with KDE (Kernel Density Estimation)
import seaborn as sns
import matplotlib.pyplot as plt
# Load built-in tips dataset
tips = sns.load_dataset("tips")
# Create a joint plot
sns.jointplot(data=tips, x="total_bill", y="tip", kind="kde", fill = True)
plt.show()
