EDA tutorial
Redcard Dataset
- Exploratory Data Analysis by John Tukey
- Coursera: JHU Exploratory Data Analysis
- Exploratory Data Analysis with R by Roger D. Peng
- Targeted Projection Pursuit
- Show Comparisons
- relative hypotheses
- compared to what?
- Show causality, mechanism, explanation, systematic structure
- What's the causal framework for thinking about a question?
- Show multivariate data
- Integrate evidence
- Make use of many modes of data presentation
- Describe and document the evidence with appropriate labels
- Content is king