Chapter 10: Visualizing Spatial Data¶

Part II — Geographic Data Science

Learning Objectives¶

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

• Create static maps with matplotlib and contextily
• Build interactive maps with folium and leafmap
• Apply cartographic best practices

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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

Static Maps with matplotlib¶

TODO: write content.

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# Code for section: Static Maps with matplotlib

# Code for section: Static Maps with matplotlib

Adding Basemaps with contextily¶

TODO: write content.

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# Code for section: Adding Basemaps with contextily

# Code for section: Adding Basemaps with contextily

Interactive Maps with folium¶

TODO: write content.

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# Code for section: Interactive Maps with folium

# Code for section: Interactive Maps with folium

Choropleth Maps¶

TODO: write content.

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# Code for section: Choropleth Maps

# Code for section: Choropleth Maps

Visualizing Simulation Output¶

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# Code for section: Visualizing Simulation Output

# Code for section: Visualizing Simulation Output

Exercises¶

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# Code for section: Exercises

# Code for section: Exercises

Summary¶

TODO: summarise key takeaways.

Key concepts introduced¶

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Further Reading¶

• TODO: add references.