data-automation-demo-data-automation

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Project

Data automation workflows for repeatable extraction, validation, and reporting.

Workflow

• Locate source data, expected schema, and output format
• Run extraction or transformation on a small sample first
• Validate counts, types, and important edge cases
• Generate the report and document assumptions

Commands

• install: npm install
• test: npm test
• data:validate: npm run data:validate
• data:extract: npm run data:extract
• data:report: npm run data:report

Principles

• Preserve raw inputs before transforming data
• Validate schemas, row counts, and representative samples
• Separate generated reports from source data