Exploratory Data Analysis with R
What you will learn
How to use this book
- Text, instructions, and explanations
- R code and output
Get up and running
I Introduction to R
1 A quick introduction to R
2 Using functions
3 Vectors
4 Data frames
5 Packages
II Data Wrangling
6 Getting ready to use dplyr
7 Working with variables
8 Working with observations
9 Summarising and grouping
10 Building pipelines
- 10.1 Why do we need ‘pipes’?
- 10.2 Using pipes (%>%)
11 Helper functions
III Exporing Data
12 Exploratory data analysis
13 Introduction to ggplot2
14 Customising plots
15 Exploring one variable
- 15.1 Exploring numerical variables
- 15.2 Exploring categorical variables
  - 15.2.1 What kind of categorical variable?
  - 15.2.2 Bar plots
16 Exploring associations
17 Doing more with ggplot2
Supplementary Material
A Getting help
B Managing projects, scripts and data files
References
Published with bookdown

Exploratory Data Analysis with R

B Managing projects, scripts and data files

Content will be added in block three.