A workflow for the collection, processing, analysis and visualisation of personal transport choices.
This is an R script for performing feature extraction on continuous accelerometer and GPS data. It produces and prepares a range of features for a decision-tree based classification process that occurs in the Processing application.
This is a Processing sketch that reads in the R output, classifies the trip data by its transport mode, produces summary statistics and presents it all in a map/stat visualisation.
This sketch performs the same initial operations as the main sketch, but the visualisation is geared towards a quick, glanceable display of information.
This is the dissertation that the system was built for, feel free to read it but fair warning, it's very long.
This folder contains some sample data for use in the Processing applications.
- The Avenir typeface is Copyright © 2012 Linotype GmbH.
- The report is Copyright © 2012 Jack Harrison.
- Everything else is released under an MIT License.