https://github.com/jonnor/bike-sharing-oslo

Project in introduction to Data Science
https://github.com/jonnor/bike-sharing-oslo

bike-share data-science jupyter-notebook oslo pandas

Last synced: 19 days ago
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Project in introduction to Data Science

• Host: GitHub
• URL: https://github.com/jonnor/bike-sharing-oslo
• Owner: jonnor
• Created: 2017-08-16T13:02:47.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-09-07T15:55:02.000Z (about 7 years ago)
• Last Synced: 2024-10-07T15:23:38.579Z (about 1 month ago)
• Topics: bike-share, data-science, jupyter-notebook, oslo, pandas
• Language: Jupyter Notebook
• Size: 35.9 MB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Bike sharing data exploration

Exploring bike sharing data from Oslo, Norway.

Project done in the INF121 course as a part of a [Master in Data Science at NBMU](https://www.nmbu.no/en/studies/study-options/master/master-of-science-in-data-science).

## Abstract

The bike sharing system in Oslo publishes [open data](https://developer.oslobysykkel.no/data) about trips made by their users.

We analysed one month usage (June 2016) and looked at typical trip durations, daily traffic patterns as well as movement at various times. Our results indicate that [Affinity Propagation clustering](https://en.wikipedia.org/wiki/Affinity_propagation) based on trips between stations can distinguish movement patterns between weekends and typical commute times during weekdays.

## [Poster](https://jonnor.github.io/bike-sharing-oslo/doc/poster.pdf) (PDF)

## [Report](https://jonnor.github.io/bike-sharing-oslo/doc/report.pdf) (PDF)

## [Jupyter notebook](./Oslo.ipynb)

Note: maps don't show in Github, unfortunately.

## [Notes](./doc/notes.md)

## License

MIT