Readings

Week 1

Tools for Analysis

Literate Programming

Week 2

Git and GitHub

Working with Data

Transforming Data

Week 3

Derived Variables

Data Oddities

Week 4

Randomness

Hypothesis Testing

Week 5

Storytelling with Data

How to Lie with Statistics: Graphics Edition

Interactive Graphics

Week 6

Merging Data

Dates and Times

Week 7

Web APIs

Web Scraping

Week 8

Spatial Data

Week 9

Week 10

Week 11

Week 12

Week 13

Week 14

Week 15

Week 16