Turn a working query into clean DataFrame code instead of reverse-engineering joins and group bys by hand.
Paste a SQL query and get equivalent pandas or PySpark DataFrame code — joins, group bys, window functions and filters translated with the imports you need.
Free tier: 3 conversions per month · or unlock forever for $4.99
Illustrative output — your code reflects the exact query and target you choose.
Every card is something members actually do inside Datamata — not a vague promise.
Turn a working query into DataFrame code without re-deriving every join and group by yourself.
Output reads like code a Python engineer would write, not a line-by-line transliteration.
A short explanation shows how each SQL clause lands in pandas or Spark so you can trust it.
Outputs pandas or PySpark — pick your target and get idiomatic, runnable code
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Outputs pandas or PySpark — pick your target and get idiomatic, runnable code
Handles JOINs, GROUP BY, window functions, CASE logic and filters, not just SELECT *
Includes the imports and a short line-by-line explanation of how the SQL maps over
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In action
Turn a working query into DataFrame code without re-deriving every join and group by yourself.
Try SQL to PandasGo deeper
Output reads like code a Python engineer would write, not a line-by-line transliteration.
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