Data Cleanliness Scan

Audit flat data files and flag issues that would block SQL ingestion or cause analytical errors.

When to invoke

• Before sql-load to catch issues early.
• User asks "is this data clean?", "what's wrong with this dataset?", "will this load into Postgres?".
• After receiving a new data dump from an external source.

Checks performed

Per column