Data understanding

• Tabular summaries
• Statistical methods
• Visualization techniques
  • Distribution of a single variable
    • Histogram (continues or categorical)
    • Empirical cumulative-distribution (ECD)
  • Relationship between pairs of variables
    • Box plot (categorical vs continues)
    • Mosaic plot (two categorical variables)
    • Scatter plot (two continuous variables)