This is a book about EDA today.
1
Preface
2
What is EDA?
3
EDA and IDA
3.1
Initial data analysis
3.2
Data description
4
Working with a single variable
5
Bivariate dependencies and relationships
6
Going beyond two variables
7
Making comparisons between groups and strata
8
Sculpting data using models
9
Exploring data having a space and time context
10
Is what you see really there?
11
Final words
References
Published with bookdown
Exploratory Data Analysis in the 21st Century
Chapter 4
Working with a single variable
making transformations, detecting outliers, using robust statistics