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Preface

Table of Contents

Part I - Building Blocks

Overview
Geographic Thinking for Data Scientists
Computational Tools for Geographic Data Science
Spatial Data
Spatial Weights

Part II - Spatial Data Analysis

Overview
Choropleth Mapping
Global Spatial Autocorrelation
Local Spatial Autocorrelation
Point Pattern Analysis

Part III - Advanced Topics

Overview
Spatial Inequality Dynamics
Clustering and Regionalization
Spatial Regression
Spatial Feature Engineering

Endmatter

References

Datasets

Overview
AirBnb
Airports
Brexit
Countries
GHSL
H3 Grid
Mexico
NASA DEM
San Diego Tracts
Texas
Tokyo Photographs
US County Income 1969-2017

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By Sergio J. Rey, Dani Arribas-Bel, Levi J. Wolf

© Copyright 2020.

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.