Data Wrangling with R

Instructors: Carrie Wright (cwright2 at fredhutch.org), Ava Hoffman (ahoffma2 at fredhutch.org)

Class Schedule:

Software:

Please install the latest versions of R and RStudio: https://sisbid.github.io/Data-Wrangling/lecture_notes/Setup.html

Make sure you have git installed: https://git-scm.com/book/en/v2/Getting-Started-Installing-Git

Make sure you have a GitHub profile: https://github.com/

Schedule

Lecture Lab Lab Key
Day 0
Setup (PDF)
Day 1
8:00-8:50 Introduction (PDF)
8:50-9:05 Break
9:05-9:55 Data Input/Output Part 1 (PDF) lab lab key / lab key output
9:55-10:10 Break
10:10-11:00 Data Input/Output Part 2 (PDF) lab lab key / lab key output
11:00-11:30 Break
11:30-12:20 Reproducible Research (PDF) lab lab key / lab key output
12:20-12:35 Break
12:35-1:25 Data Subsetting Part 1 (PDF) lab lab key / lab key output
1:25-1:40 Break
1:40-2:30 Missing Data (PDF) lab lab key/lab key output
Day 2
8:00-8:50 Data Subsetting Part 2 (PDF) lab lab key / lab key output
8:50-9:05 Break
9:05-9:55 Data Summarization (PDF) lab lab key / lab key output
9:55-10:10 Break
10:10-11:00 Data Cleaning Part 1 (PDF) lab lab key / lab key output
11:00-11:30 Break
11:30-12:20 Data Cleaning Part 2 (PDF) lab lab key / lab key output
12:20-12:35 Break
12:35-1:25 Data Reshaping (PDF) lab lab key / lab key output
1:25-1:40 Break
1:40-2:30 Data Merging and Joining (PDF) lab lab key / lab key output
Day 3
8:00-8:50 Functionally Programming (PDF) lab lab key / lab key output
8:50-9:05 Break
9:05-9:55 Advanced Data Input/Output (PDF) lab lab key / lab key output
9:55-10:10 Break
10:10-11:00 GitHub Concepts (PDF) lab
Wrap Up (PDF)

Miscellaneous

Feel free to submit typos/errors/etc via the github repository associated with the class: https://github.com/SISBID/Data-Wrangling

This page was last updated on 2024-08-13 22:55:47.662334 Eastern Time.