Read Susan's book Between The Spreadsheets

Between the Spreadsheets: Classifying and Fixing Dirty Data covers everything from data classification, normalisation, and taxonomy design, Between the Spreadsheets shows how the COAT framework helps organisations create consistent, trustworthy data.