Predict the number of Amber reservations

Can you solve this challenge? 

We provide a dataset with historic data from Amber, an all-electrical car sharing company from the Netherlands. We already did the cleaning and some feature engineering. Can you come up with a prediction algorithm to back up the 100% transportation guarantee?

The challenge? 
Predict the number of checkouts for electrical cars per hub per daypart, for the two weeks following the historic dataset:

1. The dataset contains information about the hubs and reservations.
2. Weather- and holiday data is included.
3. The challenge: make an estimate for the demand per hub, per shift, for the following week.

Fill out the form on the right to download your challenge & data set. 

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Download the challenge