Secret to Cleaner Data? Your First 5 Minutes Workflow

A data analyst’s effectiveness begins with how well they manage the quality of the data at hand. Raw data often arrives with inconsistencies, missing values, or irrelevant entries that can distort results if left unchecked. The first few minutes spent organizing, structuring, and validating the dataset determine the clarity of insights and accuracy of decision-making.