GeoSpatial Data Analysis with Python

by Tertiary Infotech Pte. Ltd

These are the exercise files used for GeoSpatial Data Analysis with Python course.

The course outline can be found in

https://www.tertiarycourses.com.sg/geospatial-data-analysis-python.html

https://www.tertiarycourses.com.my/geospatial-data-analysis-python-malaysia.html

Module 1 Introduction to GeoSpatial Data Analysis

• Overview of GeoSpatial Data


• Installing Python Spatial Packages - GeoPandas, PySal


• Importing GeoSpatial Data


• GeoDataFrame


• Co-ordinate Reference System

Module 2 Spatial Operations

• Spatial Relationship


• Spatial Operations


• Spatial Joins

Module 3 Visualising GeoSpatial Data

• Data Visualization Using GeoPandas


• Data Visualization Using GeoPlot


• Data Visualiaton Using Cartopy

Module 4 GeoSpatial Data Analysis

• Space-Time Analysis


• Spatial Clustering


• Spatial Regression