Instructor Resources

Online supplements

• Data Visualization (Chapter 2)
  • Exercises [html | Rmd]
  • Code [.R]
• Grammar for Graphics (Chapter 3)
  • Exercises [html | Rmd]
  • Code [.R]
• Data Wrangling (Chapter 4)
  • Examples [html | Rmd]
  • Exercises [html | Rmd]
  • Lab [html | Rmd]
  • Code [.R]
• Tidy Data and Iteration (Chapter 5)
  • Exercises [html | Rmd]
  • Code [.R]
• Professional Ethics (Chapter 6)
  • Exercises [html | Rmd]
  • Code [.R]
• Statistical Foundations (Chapter 7)
  • Exercises [html | Rmd]
  • Code [.R]
• Supervised Learning (Chapter 8)
  • Video overview
  • Examples [html | Rmd]
  • Exercises [html | Rmd]
  • Code [.R]

• Database Querying using SQL (Chapter 12)
  • Examples [html | Rmd]
  • Lab [html | Rmd]
  • Code [.R]
• Text as Data (Chapter 15)
  • Video overview
  • Examples [html | Rmd]
  • Exercises [html | Rmd]
  • Code [.R]
• R and RStudio (Appendix B)
  • Exercises [html | Rmd]
  • Code [.R]
• Algorithmic Thinking (Appendix C)
  • Lab [html | Rmd]

(more to come…)

Solutions Manual

A full solutions manual (last updated July 4, 2017) is available for instructors through Routledge Textbooks. Sign Up

Last updated February 5, 2018

Created by beanumber.