# Demos

Starter Demo A minimal example showing the basics of data processing.

Advanced Demo A comprehensive example with chained operations and validation.

Data Pipeline Build a complete ETL pipeline from raw data to validated output.

Visualization Create summary visualizations from processed data. ------------------------------------------------------------------------ Error Handling Learn how to handle edge cases and invalid inputs gracefully. Batch Processing Process multiple datasets in batch mode. Common Schema Patterns Reusable validation schemas for typical data structures. Performance Tips Optimize processing speed for large datasets. Integration Guide Integrate the package with pandas, Polars, and other frameworks. Custom Validators Build your own validation logic on top of the validate function.