# Dataset Documentation Standards

## Required Conventions

- ALWAYS document all fields with types
- ALWAYS specify required vs optional fields
- ALWAYS include field descriptions
- ALWAYS document relationships

## Best Practices

- Include sample data
- Document validation rules
- Note data sources
- Keep schema documentation in sync with code