Data Validation and the Issues Found in Incoming Data

Data validation assesses the degree to which incoming information conforms to defined requirements for its intended use. Addressing data anomalies at the intake stage preserves their context and prevents issues from becoming entrenched in subsequent processing. Small differences in how fields are named or defined can impair downstream usability. Unresolved issues can affect how later…