Data Transformation I
Week 09, Spring 2022
Summary
This week we will dive into data visualization and transformation. In doing so, we will move from using strictly Base R, to supplementing Base R with the tidyverse.
Learning Objectives
After completing this week, you are expected to be able to:
- Visualize data using
ggplot2. - Transform data using
dplyr.
Reading
| Link | Source |
|---|---|
| Introduction | R4DS |
| Whole Game | R4DS |
| Data Visualization | R4DS |
| Workflow: Basics | R4DS |
| Data Transformationn | R4DS |
| Workflow: Pipes | R4DS |
Cheatsheets
| Link | Source |
|---|---|
ggplot2 |
RStudio Cheatsheets |
dplyr |
RStudio Cheatsheets |
readr |
RStudio Cheatsheets |
tidyr |
RStudio Cheatsheets |
Video
| Title | Link | Mirror |
|---|---|---|
| 9.1 - Welcome to Week 09 and Tibbles | 9.1 - YouTube | 9.1 - ClassTranscribe |
| 9.2 - Data Visualization | 9.2 - YouTube | 9.2 - ClassTranscribe |
| 9.3 - Data Transformation | 9.3 - YouTube | 9.3 - ClassTranscribe |
| 9.4 - Lab 06 | 9.4 - YouTube | 9.4 - ClassTranscribe |
Assignments
| Assignment | Deadline | Credit |
|---|---|---|
| Lab 06 | Thursday, October 27 | 100% |
| Quiz 06 | Thursday, October 27 | 105% |
Office Hours
| Staff and Link | Day | Time |
|---|---|---|
| Zoom with Abdi | Monday | 4:00 PM - 6:00 PM |
| Zoom with David | Monday | 7:00 PM - 8:00 PM |
| Zoom with David | Tuesday | 7:00 PM - 8:00 PM |
| Zoom with Christina | Wednesday | 9:00 AM - 10:00 AM |
| Zoom with Zhiyuan | Wednesday | 2:30 PM - 4:30 PM |
| Zoom with David | Wednesday | 7:00 PM - 8:00 PM |
| Zoom with Jonas | Thursday | 6:00 PM - 8:00 PM |
| Discussion Forum | Any! | Any! |