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Demonstration of GeoPandas for doing GIS in Python, using UK earthquake catalogue as an example.
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README.md

GeoPandas Demo

DOI

This repository contains a Jupyter notebook that demonstrates some of the GIS-like functionality of the GeoPandas Python library. It uses data from the British Geological Survey's earthquake catalogue and the public domain Natural Earth project to calculate the towns in the UK that feel the most earthquakes.

Follow the instructions below to install and run the demonstration on your own machine. Alternatively, you can view the code and results in your browser. Click here for mobile-friendly version rendered by Jupyter nbviewer.

Prerequisites

  • Python 3
  • A Python 3 package manager e.g. pip3, conda
  • libspatialindex (Required for spatial joins. apt install libspatialindex-c4v5 on Debian/Ubuntu)

Installing dependencies

Via package manager

The following packages should be installed via pip3 or conda:

pip3 install geopandas jupyter rtree

Via Pipenv

Alternatively, dependencies can be install via Pipenv.

Pipenv is a package and virtual environment manager for Python. Virtual environments allow you to install Python packages without interfering with your system installation or other projects.

Pipenv reads the dependency information from the Pipfile. A virtual environment with the dependencies installed can be created and started as follows:

pipenv create
pipenv install
pipenv shell

The shell session can be ended with exit.

Starting the notebook

The demo runs in a Jupyter notebook. Start the notebook with:

jupyter notebook

A browser window will open at http://localhost:8888 with a list of available notebooks.

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