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.*