Wrangling Geospatial Data with GeoPandas and Apache Sedona on AWS

Introduction: This article will walk through two leading solutions for processing and analyzing geospatial data: GeoPandas for efficient in-memory processing on a single machine, and Apache Sedona, which is built to run on distributed compute clusters like Apache Spark, Flink, and Databricks. We will show coding examples of both and how to set up GeoPandas locally and Apache Sedona in an AWS […]