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Research project "Predict taxi orders next hour"

Description

We have historical data about order taxi in airport. We need predict how many orders will next hour, to attract more drivers during rush hours. We have a metric limit RSME=48.

Stack:

  • pandas
  • plotly
  • seaborn
  • scikit-learn
  • LightGBM

Main features

  • Time series analise

  • Feature importance

  • Select best model

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Research project "Predict taxi orders next hour"

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