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sipist/notebook includes popular packages from the scientific Python ecosystem.
Everything in jupyter/scipy-notebook and its ancestor images
jupysql to run SQL in Jupyter/IPython via a %sql and %%sql magics.
PostgreSQL is a relational database management system emphasizing extensibility and SQL compliance.
SQLite is the most used relational database management system in the world.
DuckDB is a column-oriented relational database management system.
Redis is the most used NoSQL database.
You can try a relatively recent build of the ghcr.io/sipist/notebook image on mybinder.org.
Flavio Martins