Data analysts play a crucial role in transforming raw information into meaningful insights that drive informed decisions. However, the accuracy and reliability of any analysis depend heavily on the quality of the data sources being used. Without proper validation, flawed or incomplete data can lead to misleading results, affecting strategic planning and operational effectiveness.