Chapter 7 Resources

7.1 Tools

7.1.1 Test Driven Data Cleaning

Please refer to your respective project repository’s readme on how test driven data cleaning can be used.

7.1.1.1 Python users

• Github Repository

7.1.1.2 R users

• testthat on CRAN
  
• Getting started with testing

7.1.2 Github

7.1.2.1 Github Desktop and other IDEs

• Github Desktop User Guides
  
• Using version control with RStudio

7.1.2.2 Command Line

• git - the simple guide

7.1.3 Trello

• Trello Tutorial
  
• Getting Started with Trello (Video Demo)

7.2 Cheatsheets

You can refer to the below links for cheatsheets that might be useful.

7.2.1 R

• Collection of RStudio Cheatsheets

7.2.2 Python

• Pandas Cheatsheet
• Python Cheatsheets

7.3 Videos

• DataLearn: Docker for Reproducible Research, presented by Paul, recorded by Engineers.SG