/Estimating-CO2-Emission-from-new-Light-Duty-vehicle-in-Canada

We have predicted the CO2 Emission of Light Duty Vehicle that yet has to be manufactured to be 209.3 g/100km with the accuracy of 86% using the parameters 'Engine size', 'Cylinders', 'Fuel Consumption of Highway and City Roads in mpg'

Primary LanguageJupyter Notebook

Estimating-CO2-Emission-from-new-Light-Duty-vehicle-in-Canada

We have downloaded a fuel consumption dataset, FuelConsumption.csv containing 1067 rows and 13 columns, that includes model-specific fuel consumption ratings and estimated carbon dioxide emissions for new light-duty vehicles for retail sale in Canada. Dataset source

TABLE OF CONTENTS

  1. Downloading and Reading
  2. Understanding dataset and Overview
  3. Data Exploration
  4. Modeling
  5. Simple Linear Regression Model
  6. Multiple Linear Regression Model
  7. Evaluation
  8. Conclusion
  9. Reference