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[FEATURE] Add optimized GeoPandas benchmarks #25

@MrPowers

Description

@MrPowers

Is your feature request related to a problem? Please describe.

The current GeoPandas code is naive. It could be cool to add optimized GeoPandas code as well.

Describe the solution you'd like

See this blog post for an example that demonstrates a naive GeoPandas implementation and an optimized one for a given query.

Describe alternatives you've considered

dask-geopandas is another way to optimize GeoPandas code on a single machine.

Additional context

Optimizing GeoPandas code can be complex and it would be great if a GeoPandas expert would be willing to help out!

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