Data Programming
1
Prerequisites
2
Introduction
2.1
Principles of Programming
2.2
Functionalities of Data Programs
3
R Programming
3.1
What is R?
3.1.1
Some history of R and S
3.1.2
It is:
3.2
Why R?
3.3
RStudio
3.4
Basic operations and object assignment
3.5
Illustration
3.6
Exercise
3.7
Recommended R Resources:
4
Python Programming
4.1
What is Python?
4.1.1
Why Python?
4.2
Python basic packges:
4.3
Python IDE
4.4
Basic operations and object assignment
4.4.1
Import libraries
4.4.2
Import data
4.4.3
Simple plot
4.4.4
Visualizing data
4.5
Exercise
4.6
Recommended Python Resources:
5
JavaScript
5.1
What is JavaScript?
5.1.1
JavaScript Data Types
5.1.2
JSON
5.2
What is D3?
5.2.1
D3 and web documents
5.2.2
Sample D3 graphics
6
Summary
References
Published with bookdown
Data Programming
References