Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Udemy

Baseball Data Wrangling with Vagrant, R, and Retrosheet

via Udemy

Overview

Analytics with the Chadwick tools, dplyr, and ggplot.

What you'll learn:
  • install VirtualBox and Vagrant
  • run a virtual Linux machine
  • install the Chadwick software tools
  • extract game and play-by-play baseball data from Retrosheet files
  • produce graphs with ggplot

This course is for those interested in doing baseball analytics with the Retrosheet game-by-game and play-by-play data. The main tools for working with such data are in the Chadwick software. We install a virtual Linux machine, on which we will install the Chadwick software. We will then learn how to extract baseball data with the Chadwick software, how to further filter the data with dplyr in R, and how to plot our results with ggplot.

For the first part of the course, in which we install the virtual Linux machine and learn how to work with the Chadwick software, there are no prerequisites. To follow the second part of the course, knowledge of dplyr is necessary. This can be obtained through my course "Baseball Database Queries with SQL and dplyr".

At a relaxed pace, the course should take two to three weeks to complete.

Taught by

Charles Redmond

Reviews

4.3 rating at Udemy based on 165 ratings

Start your review of Baseball Data Wrangling with Vagrant, R, and Retrosheet

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.