A guide to tackling real-world data wrangling through a variety of tools and strategies.

• Fetching
  • Tracking where data is stored
  • Making request for data
  • Saving data to disk
  • Coming up with naming conventions
• Parsing
  • Delimited
  • Regular for database import
  • header cleanup
• Clarifying
  • Pre-Tidy normalization
  • Validating
• Tidying