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The kinds of data that will need to be measured and analyzed in process validation fall into two basic categories: attributes and variables. A thing can have many attributes — traffic lights have three colors, for instance — but in quality assurance, says Dan O’Leary, president of Ombu Enterprises, the focus tends to be on two attributes, conforming and nonconforming.