SQL ↔ Pandas Query Translator
Paste a SQL SELECT query and get the equivalent pandas code — or paste a pandas chain and get SQL back. Covers selection, filters, GROUP BY, ORDER BY, and LIMIT, with the caveats that differ between the two worlds.
Translation happens in your browser — queries never leave.
Tool interface
Translation
Caveats
Introduction
SQL and pandas express the same operations with very different grammar. This translator maps the most common single-table query patterns both ways, and tells you where the two worlds behave differently.
How to use
- Pick a direction.
- Paste the query or pandas chain.
- Click Translate, review the caveats, copy the result.
Limitations
- Single-table SELECTs only — JOINs, subqueries, and window functions are out of scope.
- pandas → SQL is pattern-based and best-effort.
FAQ
Is my query uploaded anywhere?
No. Parsing and translation run locally.