What this edition includes
DataRead Cleaning is designed for users who need a clear prepare–review–export process. It helps identify common data-quality issues, keeps flagged items visible for review, and lets you save a prepared output without silently overwriting the source file.
- Automated data-quality checks and issue flags
- Missing-value and duplicate review
- Formatting, consistency and basic validation checks
- Spreadsheet-style issue review and editing
- Row and column scope, filtering and column management
- Prepared-file export with output options
- Core descriptive profiles and visual summaries
Edition boundary
This edition focuses on preparation and core descriptive insight. It does not include the expanded statistical-analysis toolkit or machine-learning model training found in higher editions.
Data handling and responsibility
The desktop editions are designed around local processing. Consult the release-specific user guide for supported formats, operating-system requirements, optional components, network needs and storage behaviour. Keep a separate backup of important source data and verify any cleaned or analytical output before relying on it.