Question: what is the most important step in ensuring data quality?
Answer: Below lists 5 main criteria used to measure data quality: Accuracy: for whatever data described, it needs to be accurate. Relevancy: the data should meet the requirements for the intended use. Completeness: the data should not have missing values or miss data records.