CSV Cleanroom

Purpose

Profile messy CSV files, standardize columns, detect data quality issues, and produce a reproducible cleanup plan.

Trigger phrases

• 清洗 CSV
• profile this dataset
• 数据质量检查
• 列名规范化
• build a cleanup plan

Ask for these inputs