Web Reference: Mar 31, 2026 · Spatial analysis and data science: data wrangling and engineering, working with spatial data as pandas dataframes, spatial analysis, mapping and visualization, machine learning and deep learning For more details on what you can do with the API and a deep dive into the modules, please see the Overview of the ArcGIS API for Python. This part of the book will introduce several real-world examples of how to apply geographic data analysis in Python. It assumes that you understand the key concepts presented in previous parts. Jul 23, 2025 · Spatial data, also known as geospatial data, GIS data, or geodata, is a type of numeric data that defines the geographic location of a physical object, such as a building, a street, a town, a city, a country, or other physical objects, using a geographic coordinate system.
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