1
opeRate
1.1
Overview
1.1.1
Acknowledgements
1.2
About Me
1.3
Using R
2
Projects
2.1
Workflows
2.1.1
Basic Workflows
2.2
Replicability
2.2.1
Good practice
2.2.2
RMarkdown
2.2.3
Shiny
2.3
Projects as packages
3
Tidyverse
3.1
tidyr
3.2
dplyr
3.3
stringr
3.4
ggplot2
4
Data Analysis
4.1
Loading data
4.1.1
csv
4.1.2
Excel files
4.2
Using APIs
4.2.1
What are APIs?
4.2.2
Accessing APIs in R
4.2.3
BMRSr
4.3
Cleaning data
4.4
Summarisation
4.5
Plotting
5
Advanced data analysis
5.1
Plotting
5.2
Modelling
6
Shiny
7
Theory
7.1
Abstraction
7.1.1
Definition
7.1.2
Abstraction in R
7.2
Organisation
7.2.1
Packages as projects
7.3
Iteration
7.3.1
For loops and lists
opeRate
4.4
Summarisation