An preliminary exploratory evaluation was performed to realize an understanding of the information and the variables. Some inconsistent or inaccurate knowledge, together with 3 variables, were removed or modified to ensure the cleanest attainable information. Two further predictor variables for bikes rented in the past two hours have been added.
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