Technical Foundations of Informatics
About the Book
- 0.1 Acknowledgements
1 Setting up your computer
- 1.1 R Language
- 1.2 RStudio
2 Introduction to R
3 Re-using your code: loops and functions
4 Vectors
5 Working with strings
- 5.1 String functions in stringr
- 5.2 Regular expressions
  - 5.2.1 Basics of regexps
  - 5.2.2 Limitations
6 Lists
7 How to write code: Some general programming skills
8 Conditional statements
9 File system tree
10 Markdown and rmarkdown
11 Data Frames
12 dplyr: Messing with Data the Easy Way
13 Visualizations: the gglot2 Library
14 More about data manipulations: merging, reshaping and cleaning data
15 Making maps: displaying spatial data
16 R Language Control Structures
17 Data structures
Special Topics
A Plotly
B Command line
C Git and GitHub
D Git Collaboration
E The shiny Framework
F Thinking Big: Data Tables
G Using Remote Server
H Accessing Web APIs
Appendices
I Dataset Description
J Rstudio cheatsheet
- J.1 Keyboard shortcuts
- Resources
K Exercise solutions
Published with bookdown

Technical Foundations of Informatics

Appendices