Topic: Data Structure and Variable Preparation

Identifiers Versus Analysis Variables

Handling Multiple Responses in One Field

Finding Numbers Stored as Text

Documenting Corrections and Provenance

Detecting Duplicate Records and Keys

Defining Eligibility and Exclusion Rules

Cross-Variable Consistency Checks

Creating Derived Variables Transparently

Cleaning Labels in Nominal Categories

Coding Binary Variables Without Ambiguity