Jake VanderPlas • 8/14/2015

Out-of-Core Dataframes in Python: Dask and OpenStreetMap

This technical article explores using the Dask library in Python to perform out-of-core dataframe operations on a large, real-world dataset: the OpenStreetMap Points of Interest file. It provides a practical guide on handling datasets larger than memory, covering Dask basics, data ingestion, manipulation, and visualization with matplotlib's Basemap toolkit.

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#Python #Pandas #Openstreetmap