All consultations will be in using zoom. Check Moodle for the links.
There are no lectures or tutorials during the midsemester break.
Week | Lecturer | Slides | Tutorial | Topic | Tools | Readings | Assessments |
---|---|---|---|---|---|---|---|
1 | Emi | Advanced Reproducible Practices |
rmarkdown , bookdown
|
R Markdown: The Definitive Guide | |||
2 | Emi | Introduction to Web and Data Technologies |
HTML/CSS/JS , htmlwidgets , crosstalk
|
Introduction to Data Technologies Ch 2-8 | |||
3 | Emi | Fashionable Model Output and Data Tables |
broom , kableExtra , knitr , DT , formattable
|
stargazer: Well-Formatted Regression and Summary Statistics Tables and Ten Guidelines for Better Tables | 24 hour take home assessment due Fri 21 Aug 7PM | ||
4 | Emi | Data Storytelling on the Web |
blogdown , distill , git & github
|
blogdown: Creating Websites with R Markdown | |||
5 | Emi | Communicating Data with Interactive Web Apps |
shiny , plotly
|
Interactive web-based data visualization with R, plotly, and shiny, Mastering Shiny (WIP) | Blog entry 1 due Fri 4 Sep 11:55 PM | ||
6 | Emi | Effective Data Visualisation |
ggplot , colorspace
|
colorspace: A Toolbox for Manipulating and Assessing Colors and Palettes, Fundamentals of Data Visualization | |||
7 | Stuart | Clearly Communicating with Code |
devtools , usethis , testthat , roxygen2 , pkgdown
|
R Packages | Blog entry 2 due Fri 18 Sep 11:55 PM | ||
Midsemester Break (2 weeks) | |||||||
8 | Stuart | Stylishly Communicating with Code |
devtools , usethis , testthat , roxygen2 , pkgdown
|
R Packages | Assignment due Fri 9 Oct 11:55 PM | ||
9 | Stuart | Captivating Statistical Presentations |
xaringan
|
Blog entry 3 due Fri 16 Oct 11:55 PM | |||
10 | Guest/Stuart | Guest Lecture on Reproducible Research Tools & Analysis Workflow |
drake
|
Assignment due Fri 23 Oct 11:55 PM | |||
11 | Stuart | Data Dashboard |
flexdashboard , shinydashboard
|
Avoid Dashboard Fatigue | Blog entry 4 due Fri 30 Oct 11:55 PM | ||
12 | Emi/Stuart | Presentations | Group presentation Tue 3 Nov 4-6:00PM |