Chapter 7: Vector Data with GeoPandas¶

Part II — Geographic Data Science

Learning Objectives¶

By the end of this chapter you will be able to:

• Extend Pandas to spatial objects with GeoPandas
• Perform spatial joins, overlays, and geoprocessing
• Understand the GeoDataFrame as a simulation substrate

{note}
The last section bridges into Part III — GeoDataFrame as SpatialModel substrate.

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# Standard imports — add chapter-specific imports below
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

# Standard imports — add chapter-specific imports below import numpy as np import pandas as pd import matplotlib.pyplot as plt

GeoDataFrame Fundamentals¶

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# Code for section: GeoDataFrame Fundamentals

# Code for section: GeoDataFrame Fundamentals

Spatial Joins¶

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# Code for section: Spatial Joins

# Code for section: Spatial Joins

Overlays and Clipping¶

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# Code for section: Overlays and Clipping

# Code for section: Overlays and Clipping

Geoprocessing Workflows¶

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# Code for section: Geoprocessing Workflows

# Code for section: Geoprocessing Workflows

GeoDataFrame as a Simulation Grid¶

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# Code for section: GeoDataFrame as a Simulation Grid

# Code for section: GeoDataFrame as a Simulation Grid

Exercises¶

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# Code for section: Exercises

# Code for section: Exercises

Summary¶

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Key concepts introduced¶

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Further Reading¶

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