For this project, I reviewed a raw dataset containing duplicate records, inconsistent formatting, capitalization issues, contact information errors, and missing values. I cleaned and standardized the data, removed duplicate entries, corrected formatting issues, organized the information into a clear structure, and added quality control checks for records that required additional review.