Week 4 - Data Wrangling

If you have any questions about Week 4 materials please post them on Piazza. If you click on icons such as it would direct you to the appropriate link where the course material lies.

Notes Links Due
The Pipe Operator  
Subsetting Data Frames  
Changing Variables  
Aggregating Data  
Exercises for data cleaning and aggregating In the weekly repo
Importing Data Required reading. Read especially Section 11.2.1
Data Joins  
Exercises for data joins and wrangling Optional. In the weekly repo
Paper Instructions are in the repo for weekly materials. Note the new due date. Nov 2, 09:30 am