top of page
It's Your Data, Master It.
Statistical Data Visualization with Matplotlib
Overview
Skills Needed
Learn to visualize statistical data effectively with Matplotlib. Explore box plots, violin plots, and statistical annotations for insightful data analysis.
Basic knowledge of statistics
Intermediate Python programming skills
Outline
Introduction to Statistical Visualization
Box Plots and Whisker Plots
Violin Plots and Kernel Density Estimation
Swarm Plots and Strip Plots
Statistical Annotations
Probability Density Functions
Distribution Plots and Histograms
QQ Plots and Probability Plots
Correlation Matrix Heatmaps
Best Practices for Statistical Data Visualization with Matplotlib
bottom of page