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Code behind the blog post: http://abe.is/analyzing-citibike-usage/

  1. Run aggregated on the server for the whisper files
  2. Run get_temp locally to get updated temps

Future work:

  1. A rebalancing predictor and scheduler?
  2. A thing to predict if there will be bikes (probability of empty dock, assuming no rebalancing)

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  • Python 80.0%
  • R 20.0%