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Analysis of Bike Sharing Data


Photo by Rudolf Simon on Wikimedia

About

Deutsche Bahn provides reporting data of its bike sharing service "Call a Bike" under an open license (Creative Commons Attribution 4.0 International CC BY 4.0.).

The dataset covers the years 2016/2017 and is available at https://data.deutschebahn.com/dataset/data-call-a-bike

Objectives

Explorative Data Analysis

Figure out answers for questions like

  • How many bikes are being used?
  • How many customers use the bikes (regularly)?
  • How long do customers rent the bikes?
  • How far do they travel?
  • What are typical rental times?
  • What are typical hub locations?
  • How often are bikes relocated to satisfy increased demand?

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Analysis of open bike sharing data in Hamburg

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