What is the Best Way to Develop a Data Cleaning Plan for a Complex Dataset?

The article introduces step-by-step guide to developing a robust data cleaning plan. It emphasizes a strategic and meticulous approach, offering insights drawn from extensive project experience. The guide covers essential aspects such as considering data as meaningful information, creating a project canvas model, defining clear end goals, aligning cleaning with objectives, proposing a structured goal definition approach, focusing on key elements of a cleansing plan, highlighting success factors, emphasizing validation and verification, advocating for an iterative process, and recommending the utilization of advanced tools.