> For the complete documentation index, see [llms.txt](https://docs.soda.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.soda.io/reference/data-source-reference-for-soda-core/pandas.md).

# Pandas

You can run contracts on Pandas dataframes by registering them in DuckDB as in-memory tables, as described [here](/reference/data-source-reference-for-soda-core/duckdb/duckdb-advanced-usage.md#from-pandas-dataframe).

> Learn more: [DuckDB advanced usage](/reference/data-source-reference-for-soda-core/duckdb/duckdb-advanced-usage.md)

<br>

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---

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