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Some data analysis on CO2 data from actual vehicles in Canada and CO2 sales info

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Analysis of CO2 data

by Alex (2021)

Some data analysis on CO2 data from actual vehicles in Canada and CO2 sales info

Dataset

Data set Canada: Please see link https://open.canada.ca/data/en/dataset/98f1a129-f628-4ce4-b24d-6f16bf24dd64#wb-auto-6

Data set Germany: You will find the data in this GitHub repository

Technical Stack

Python in Jupyter notebook by anaconda. The following librairies are used for this project in a Jupyter notebook:

  • pandas
  • numpy
  • matplotlib
  • seaborn
  • sklearn

Questions answered with this analysis

  • Can the CO2 emissions of the vehicle be predicted with the consumption information given when purchasing the vehicle?
  • Can we compare the actual emission of the vehicles in Canada in regards to the manufacturer’s information at point of sales in Germany ?
  • To what extent can we trust the manufacturer’s information on CO2 emissions?

Key Insights

Please find the key insights of this analysis under the following link: https://0trustindata0.medium.com/this-co2-data-will-make-you-rethink-what-car-to-buy-next-47665e446832

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