Page 301 - Touhpad Ai

Output:

6. Write a Python program to create a pair plot using Seaborn to visualize pairwise relationships between variables in
a dataset.
Download the dataset using the given link or scan the QR code:
https://www.kaggle.com/code/desalegngeb/heart-disease-predictions/input

import seaborn as sns
import matplotlib.pyplot as plt
import pandas as pd
df = pd.read_csv('D:\\Data\\Heart.csv')
df_selected = df[['age', 'trestbps', 'chol', 'thalach', 'target']]
fig = plt.figure(figsize=(10, 8))
sns.pairplot(df_selected, hue='target')
fig.suptitle('Pair Plot of Heart Disease Dataset', y=1.02)
plt.tight_layout()
plt.show()
Output:

Practical File 299