In recognition of Juneteenth, there will be no class on June 19th.
There is an assignment due before class to install software and we recommend completing HW 1 (uploading a screenshot showing that you finished the Swirl module indicated below) before class, but all other assignments will be due June 27th at 11:59 pm ET. You are welcome to turn assignments in earlier if you wish.
Day Overview
| 1:30pm - 2:30pm |
Session 1 |
| 2:30pm - 2:40pm |
Break |
| 2:40pm - 3:40pm |
Session 2 |
| 3:40pm - 3:50pm |
Break |
| 3:50pm - 5:00pm |
Session 3 |
Note: Timing is approximate
Detailed Schedule + Materials
| Day 0 |
Homework 1 |
|
HTML |
|
| Day 1 |
Intro |
HTML, PDF, Rmd |
|
Day 1 Cheatsheet |
|
Basic R |
HTML, PDF, Rmd |
HTML, Key HTML |
|
|
RStudio |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
|
| Day 2 |
Reproducibility |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Good scientific coding practices |
|
Data Input |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Debugging tips guide Day 2 Cheatsheet |
| Day 3 |
Subsetting Data in R |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 3 Cheatsheet |
| Day 4 |
Data Summarization |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 4 Cheatsheet |
|
Data Classes |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
|
|
Homework 2 |
|
HW Rmd, HTML, Key, Key HTML |
|
| Day 5 |
Data Cleaning |
HTML,PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 5 Cheatsheet |
|
Project Guidelines |
|
Example RMD, Example HTML |
Instructions + Rubric |
| Day 6 |
Manipulating Data in R |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 6 Cheatsheet |
|
Intro to Data Visualization |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
|
|
Homework 3 |
|
HW Rmd, HTML, Key, Key HTML |
|
| Day 7 |
Data Visualization |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 7 Cheatsheet |
|
Factors |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
|
| Day 8 |
Statistics |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 8 Cheatsheet |
|
Data Output |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
|
| Day 9 |
Functions |
HTML, PDF, Rmd |
Lab Rmd, Key, Key HTML |
Day 9 Cheatsheet |
|
Project Guidelines |
|
Example RMD, Example HTML |
Instructions + Rubric |
Data
You can see an overview of the datasets used here.