/projects
22 Years of Vehicle Fuel Efficiency and Emissions (2000–2022), An exploratory Data Analysis
This project explores fuel consumption and emissions data across various vehicle makes and models. By analyzing attributes like engine size, transmission type, fuel type, and vehicle class...
Highlights
- Trend analysis of engine size, cylinders, and fuel types over time
- Transmission and gear-count impact on fuel consumption
- Brand and fuel-type level comparisons for average emissions and consumption
- Radar charts summarizing brand-level performance across multiple metrics
- Outlier detection and null-value handling to ensure dataset integrity
Technologies
PythonpandasNumPyMatplotlibSeabornJupyter Notebook