https://github.com/sarthakmishraa/bike_rental_predictor

Bike Sharing Dataset : This dataset contains the hourly and daily count of rental bikes between years 2011 and 2012 in Capital bikeshare system with the corresponding weather and seasonal information.
https://github.com/sarthakmishraa/bike_rental_predictor

data-analysis machine-learning python xgboost

Last synced: 3 months ago
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Bike Sharing Dataset : This dataset contains the hourly and daily count of rental bikes between years 2011 and 2012 in Capital bikeshare system with the corresponding weather and seasonal information.

• Host: GitHub
• URL: https://github.com/sarthakmishraa/bike_rental_predictor
• Owner: sarthakmishraa
• Created: 2023-09-11T23:52:38.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-12T00:06:42.000Z (over 1 year ago)
• Last Synced: 2025-01-18T09:52:44.019Z (5 months ago)
• Topics: data-analysis, machine-learning, python, xgboost
• Language: Jupyter Notebook
• Homepage:
• Size: 1.31 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# bike_rental_predictor

Bike Sharing Dataset : This dataset contains the hourly and daily count of rental bikes between years 2011 and 2012 in Capital bikeshare system with the corresponding weather and seasonal information.

## Correlation Matrix

![Correlation Matrix](https://github.com/sarthakmishraa/bike_rental_predictor/blob/main/img/bike_rental_corr_mat.png)

## Bike Rental Count by Season

![Box Plot 1](https://github.com/sarthakmishraa/bike_rental_predictor/blob/main/img/bike_rental_box1.png)

## Bike Rental Count by Hour

![Box Plot 2](https://github.com/sarthakmishraa/bike_rental_predictor/blob/main/img/bike_rental_box2.png)

## Predicted vs Actual Bike Rental Count

![Box Plot 2](https://github.com/sarthakmishraa/bike_rental_predictor/blob/main/img/bike_rental_plot.png)