Data Science

Seaborn for Beautiful Charts

Senior Data Analyst
April 26, 2026
5 min read

Why Seaborn?

Built on Matplotlib, but with nicer defaults and easier syntax.

import seaborn as sns

sns.set_theme(style="darkgrid")

sns.barplot(x='category', y='sales', data=df)

plt.title('Sales by Category')

plt.show()

Histograms & Distributions

sns.histplot(df['price'], kde=True)

Scatter with Regression Line

sns.regplot(x='spend', y='revenue', data=df)

*Day 117: Heatmaps and Correlation.*

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