For this project I used data from Kaggle competition. https://www.kaggle.com/c/bike-sharing-demand
Data Description
-datetime - hourly date + timestamp
-season - 1 = spring, 2 = summer, 3 = fall, 4 = winter
-holiday - whether the day is considered a holiday
-workingday - whether the day is neither a weekend nor holiday
-weather - 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
-temp - temperature in Celsius
-atemp - "feels like" temperature in Celsius
-humidity - relative humidity
-windspeed - wind speed
-casual - number of non-registered user rentals initiated
-registered - number of registered user rentals initiated
-count - number of total rentals