1. Cleaned Datasets: Ready-to-use datasets free of duplicates, errors, and inconsistencies.
2. Standardized Data: Uniform formats for dates, currencies, and text values.
3. Validation Reports: Documentation detailing the cleaning process and highlighting resolved data issues.
4. Data Transformation Scripts: Python/R scripts or SQL queries for future reuse.