In today’s digital environment, businesses collect massive amounts of data from websites, customer forms, social media, CRM platforms, and marketing campaigns. However, raw data is datasets rarely perfect. It often contains duplicates, missing values, spelling mistakes, outdated records, and inconsistent formatting. This type of inaccurate or me