Seaborn Guide 📊🎨

Advanced Data Visualization

1. What is Seaborn?

Seaborn is a Python library for creating beautiful and statistical data visualizations.

2. Installation

pip install seaborn

3. Import

import seaborn as sns
import matplotlib.pyplot as plt

4. Sample Dataset

data = sns.load_dataset("tips")
print(data.head())

5. Scatter Plot

sns.scatterplot(x="total_bill", y="tip", data=data)
plt.show()

6. Bar Plot

sns.barplot(x="day", y="total_bill", data=data)
plt.show()

7. Histogram

sns.histplot(data["total_bill"])
plt.show()

8. Heatmap

corr = data.corr()
sns.heatmap(corr, annot=True)
plt.show()

9. Styling

sns.set_style("darkgrid")

10. Real Use Cases