Selecting Seaborn Plots

Intermediate Data Visualization with Seaborn

Chris Moffitt

Instructor

Univariate Distribution Analysis

• displot() is the best place to start for this analysis
• rugplot(), kdeplot() and ecdfplot() can be useful alternatives

Regression Analysis

• lmplot() performs regression analysis and supports facetting

Categorical Plots

• Explore data with the categorical plots and facet with catplot

pairplot() and jointplot()

• Perform regression analysis with lmplot
• Analyze distributions with displot

Thank You!

Intermediate Data Visualization with Seaborn