Checking values of character variables -- Checking values of numeric variables -- Checking for missing values -- Working with dates -- Looking for duplicates and "n" observations per subject -- Working with multiple files -- Double entry and verification (PROC COMPARE) -- Some PROC SQL solutions to data cleaning -- Correcting errors -- Creating integrity constraints and audit trails -- DataFlux and dfPower Studio -- Appendix.