04_eda_and_data_visualization

EDA and data visualisation

By Gianluca Campanella (g.campanella@estimand.com)

Objectives

By the end of the session, you should be able to:

• Define the difference between exploratory and publication-ready plots
• Describe what makes a good publication-ready plot
• Use matplotlib and seaborn to produce plots

Plan

The session is designed to be delivered over three hours (including breaks).

Topic	Time
pandas refresher	30 minutes
Visualisation with matplotlib	30 minutes
Visualisation with seaborn	30 minutes
Exercises	60 minutes

Materials

• Data visualisation with matplotlib
• Data visualisation with seaborn
• Exercises and solutions

Additional resources

• Chart dos and don'ts
• WTF Visualizations