Megan Squire (2015)
Chapter 1. Why Do You Need Clean Data?
Chapter 2. Fundamentals - Formats, Types, and Encodings
Chapter 3. Workhorses of Clean Data - Spreadsheets and Text Editors
Chapter 4. Speaking the Lingua Franca - Data Conversions
Chapter 5. Collecting and Cleaning Data from the Web
Chapter 6. Cleaning Data in PDF Files
Chapter 7. RDBMS Cleaning Techniques
Chapter 8. Best Practices for Sharing Your Clean Data
Chapter 9. Stack Overflow Project