Week 10

Communicating Data Science

Reproducible workflows, RMarkdown, and dashboards

Mar 26: Reproducible workflows and RMarkdown

Prepare

• 📖: Reproducible Research: A Retrospective Roger D. Peng and Stephanie C. Hicks, Annual Review of Public Health 2021 42:1, 79-93
• ⬇️: RMarkdown cheatsheet
• 📖: R4DS, CH 11
• 📖: R4DS, CH 28
• 📖: R4DS, CH 28

During Class

No class (individual project meetings outside of class)

After Class (Optional)

• 📺: How reproducible am I? A retrospective on a year of commercial data science projects in R
• 📺: Distill

Mar 28: Dashboards

Prepare

• 📖: RMarkdown: the Definitive Guide, CH 5

During Class

Asynchronous class, see Ed for video link

After Class (Optional)

📺: R Shiny Masterclass: Building, Styling, and Scaling Shiny Applications

TidyTuesday

Projects, projects, projects!