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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
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Exploratory Data Analysis in the 21st Century
References
Tukey, John. 1977.
Exploratory Data Analysis
. Reading, MA: Addison-Wesley.
Wickham, Hadley, and Garrett Grolemund. 2017.
R for Data Science
.
https://r4ds.had.co.nz
: O’Reilly.