This hands-on workshop helps investigative journalists understand the importance of preparing accurate, reliable, and consistent data for analysis. It introduces common data quality issues — such as missing values, duplicates, and formatting errors — and demonstrates step-by-step methods to detect, clean, and transform raw datasets. Explore both manual and automated tools, along with best practices and workflows, to ensure data is trustworthy and ready for effective analysis or storytelling.