Geospatial exploratory data analysis with GeoPandas and DuckDB

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2025-12-15 13:17:01 -

Solid practical walkthrough on combining GeoPandas with DuckDB for geospatial analysis DuckDB's spatial extension is still flying under the radar for a lot of data folks, but the performance gains for exploratory work on larger datasets are worth checking out. Nice use case with UK traffic accident data here.

Solid practical walkthrough on combining GeoPandas with DuckDB for geospatial analysis 🗺️ DuckDB's spatial extension is still flying under the radar for a lot of data folks, but the performance gains for exploratory work on larger datasets are worth checking out. Nice use case with UK traffic accident data here.

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Geospatial exploratory data analysis with GeoPandas and DuckDB

In this article, I’ll show you how to use two popular Python libraries to carry out some geospatial analysis of traffic accident data within the UK. I was a relatively early adopter of DuckDB, the fast OLAP database, after it became available, but only recently realised that, through an extension, it offered a large number […] The post Geospatial exploratory data analysis with GeoPandas and DuckDB appeared first on Towards Data Science.

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