Retrieving, Analyzing and Visualizing georeferenced data of earthquakes near Fiji since 1964
These set of notebooks will show you how to map earthquakes from a database using standard Python and Folium libraries. The database was filled out from a CSV file obtained from the Rdatasets.
Rdatasets
is a collection of over 1300 datasets that were originally distributed alongside the statistical software environment R and some of its add-on packages.
See requirements.txt and runtime.txt for details about the required packages to deploy the notebooks.
This repository contains three notebooks:
-
reading_dataset.ipynb: contains the code to read through the
Rdatasers
and look for dataset links containing the terms latitude and longitude. -
db_earthquakes.ipynb creates a database from the selected dataset and computes some spatial statistics.
-
map_earthquakes.ipynb takes the database data and creates a web map using the Folium package.
To reproduce the results run the above notebooks in the same order on Binder.
Additionally, there is a file named map.html showing the final result.
- Abraham Coiman - acoiman
This project is licensed under the MIT License - see the LICENSE.md file for details
- Thanks to Coursera's financial aid I could complete the Python Specialization Python for Everybody that allowed me to obtain the essentials insights to write the above-mentioned notebooks.