validateR - Simple Data Frame Validation and Quality Checks

Checks a data frame for common data quality issues, including missing values, outliers, duplicate rows, and type inconsistencies. Results are returned as a structured 'validation_report' object with 'print' and 'plot' methods for quick inspection.