Seaborn – KDE Plot Visualization
Table Of Contents:
- What Is KDE Plot ?
- Where To Use KDE Plot ?
- Examples Of KDE Plot ?
(1) What Is KDE Plot ?
(2) What Is Kernel ?
(3) What Is Density ?
(4) Where To Use KDE Plot ?
(4) Examples Of KDE Plot.
Example-1: Age Distribution of Titanic Passengers
import seaborn as sns
import matplotlib.pyplot as plt
# Load the Titanic dataset
titanic = sns.load_dataset("titanic")
# Create KDE plot for age
sns.kdeplot(data=titanic, x="age", fill=True)
# Add labels and title
plt.xlabel("Age")
plt.ylabel("Density")
plt.title("Age Distribution of Titanic Passengers")
# Show the plot
plt.show()
Example-2: Age Distribution By Gender
import seaborn as sns
import matplotlib.pyplot as plt
# Load the Titanic dataset
titanic = sns.load_dataset("titanic")
# Create KDE plot for age
sns.kdeplot(data=titanic, x="age", hue = 'sex', fill=True)
# Add labels and title
plt.xlabel("Age")
plt.ylabel("Density")
plt.title("Age Distribution of Titanic Passengers")
# Show the plot
plt.show()