Data Exploration

Week 10, Spring 2022

Summary

This week we will dive into data visualization and transformation.

Learning Objectives

After completing this week, you are expected to be able to:

  • Visualize data using ggplot2.
  • Transform data using dplyr.

Reading

Link Source
Explore: Introduction R4DS
Explore: Data Visualization R4DS
Explore: Basic Workflow R4DS
Explore: Data Transformation R4DS
Explore: Script Workflow R4DS
Explore: EDA R4DS
Explore: Project Workflow R4DS
Wrangle: Tibbles R4DS
Cheat Sheet: ggplot2 RStudio Cheatsheets
Cheat Sheet: dplyr RStudio Cheatsheets

Video

Title Link Mirror
10.0 - Welcome to Week 10 and Tibbles 10.0 - YouTube 10.0 - ClassTranscribe
10.1 - Data Visualization 10.1 - YouTube 10.1 - ClassTranscribe
10.2 - Data Transformation 10.2 - YouTube 10.2 - ClassTranscribe
10.3 - Lab 06 10.3 - YouTube 10.3 - ClassTranscribe

Assignments

Assignment Deadline Credit
Lab 06 Friday, April 1 100%
Quiz 06 Friday, April 1 105%
Lab 05 Friday, March 25 100%
Quiz 05 Friday, March 25 105%

Lab 06 and Quiz 06 coming soon!

Office Hours

Staff and Link Day Time
Zoom with David Monday 3:00 PM - 4:00 PM
Zoom with Tyler Thursday 2:00 PM - 4:00 PM
Zoom with David Thursday 5:00 PM - 7:00 PM
Zoom with Linjun Thursday 7:00 PM - 9:00 PM
Zoom with Earl Friday 10:00 AM - 12:00 PM
Zoom with Lia Friday 2:30 PM - 4:30 PM
Discussion Forum Any! Any!