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Worldwide Vehicle Emissions Analysis
Data Science and Analytics
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About
Compares the average CO2 emissions from the production of Battery Electric Vehicles (BEVs) and Plug-in Hybrid Electric Vehicles (PHEVs) with the emissions from a typical petrol motor car on a worldwide scale. This data was compiled out of a concern for climate change and the environmental impact of petrol cars, aiming to provide a clear comparison between electric and traditional vehicles. It is a useful tool for practising data analysis skills with SparkSQL, R, or Python.
Columns
- Year: The year of the data record.
- EV sales BEV: Sales figures for Battery Electric Vehicles.
- EV sales PHEV: Sales figures for Plug-in Hybrid Electric Vehicles.
- EV Stock BEV: The total number of Battery Electric Vehicles in operation.
- EV Stock PHEV: The total number of Plug-in Hybrid Electric Vehicles in operation.
- Electricity demand BEV: The electricity demand from Battery Electric Vehicles.
- Electricity demand BHEV: The electricity demand from Plug-in Hybrid Electric Vehicles.
- Oil displacement (Million barrels per day): The amount of oil displaced by electric vehicles, measured in million barrels per day.
- Oil displacement (Milion litres gasoline equivalent): The amount of oil displaced by electric vehicles, measured in million litres of gasoline equivalent.
- Average CO2 emission per BEV produced (Kg CO2e): The average CO2 equivalent emissions in kilograms per Battery Electric Vehicle produced.
- Average CO2 emission per PHEV produced (Kg CO2e): The average CO2 equivalent emissions in kilograms per Plug-in Hybrid Electric Vehicle produced.
- Total Motor cars production per year: The total number of petrol motor cars produced annually.
- Average CO2 emission per Moto car: The average CO2 emission for a standard petrol motor car.
Distribution
The dataset is provided in a single CSV file named
Electric Cars VS Motor Cars.csv, with a size of 1.51 kB. It contains 13 columns. Specific details on the number of rows or records are not available.Usage
This dataset is ideal for comparative analysis of CO2 emissions between electric and petrol vehicles. It can be used for data visualisation projects, environmental impact studies, and as a practice dataset for learning and applying data analysis techniques in SparkSQL, Python, and R.
Coverage
The data provides a worldwide perspective, comparing emissions from electric and petrol cars globally. The specific time range covered by the dataset is not detailed in the available information.
License
CC0: Public Domain
Who Can Use It
- Data Analysts and Scientists: For practising data cleaning, analysis, and visualisation skills.
- Environmental Researchers: To study the comparative carbon footprint of different vehicle types.
- Students and Educators: As a practical tool for teaching data science and environmental studies concepts.
- Automotive Industry Analysts: To assess market trends and the environmental impact of vehicle production.
Dataset Name Suggestions
- Global CO2 Emissions: Electric vs. Petrol Cars
- Vehicle Production CO2 Footprint Worldwide
- Comparative Emissions of BEV, PHEV, and Petrol Cars
- Worldwide Vehicle Emissions Analysis
Attributes
Original Data Source: Worldwide Vehicle Emissions Analysis
QUALITY