Project - Bike Rental Forecasting

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weathersit column represents the weather situation. It could have any of the following values:

  1. Clear, Few clouds, Partly cloudy, Partly cloudy
  2. Mist + Cloudy, Mist + Broken clouds, Mist + Few clouds, Mist
  3. Light Snow, Light Rain + Thunderstorm + Scattered clouds, Light Rain + Scattered clouds
  4. Heavy Rain + Ice Pallets + Thunderstorm + Mist, Snow + Fog

It is an ordered categorical feature.

Do we need to hotencode the weathersit feature?

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