Hands-on Exercises
1a Geospatial Data Wrangling
1b Choropleth Mapping
2a 1st Order Spatial Point Patterns Analysis Methods
2b 2nd Order Spatial Point Patterns Analysis Methods
3 Network Constrained Spatial Point Patterns Analysis
4 Spatial Weights and Applications
5a Global Measures of Spatial Autocorrelation
5b Lobal Measures of Spatial Autocorrelation
6 Geographical Segmentation with Spatially Constrained Clustering Techniques
7 Calibrating Hedonic Pricing Model
8 Geographically Weighted Predictive Models
9a Processing and Visualising Flow Data
9b Calibrating Spatial Interaction Models
10 Modelling Geographical Accessibility
In-class Exercises
1 Geospatial Data Science with R
2 Importing Data for Thailand Road Accident Case Study
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Take-home Exercises
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In-class Exercise 3
Published
September 5, 2023
Modified
September 9, 2024