Data Science for Defense Analysis
Welcome
Preface
I Setup
1 R and RStudio
- 1.1 R
  - 1.1.1 Installation
- 1.2 RStudio
  - 1.2.1 Installation
2 Coding Basics
- 2.1 Syntax
3 Projects
- 3.1 Working Directory
- 3.2 Structure
4 Version Control
5 R Markdown
II Data Analysis I
6 Importing Data into R
- 6.1 Tabular Data
- 6.2 Additional Resources
7 Data Frames
8 Tidy Data
- 8.1 Additional Resources
9 Exporting Data from R
III Data Analysis II
10 Text
11 Dates and Times
IV Data Analysis III
12 Relational Data
- 12.1 Set Operations
- 12.2 Joins
  - 12.2.1 Mutating
  - 12.2.2 Filtering
V R as a Programming Language
13 Objects
14 Control Structures
15 Functions
16 Iteration
VI Visualization
VII Spatial Data
VIII Graphs and Networks
IX Data in the Wild
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Data Science for Defense Analysis

Brendan Knapp and Christopher Callaghan

2020-01-20

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