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fuel-efficiency

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Mileage Prediction - Regression Analysis πŸš— This project predicts vehicle mileage (MPG) using Linear Regression. It preprocesses data, visualizes feature relationships, and achieves an RΒ² score of 70.3%. πŸš€ πŸ”Ή Key Features: Data cleaning, visualization, and model training. πŸ“Š Performance: MAE: 3.33 | MAPE: 14.7% | RΒ²: 70.3% πŸ“Œ MIT License

  • Updated Feb 25, 2025
  • Jupyter Notebook

Explore two captivating data visualizations created using Plotly and GeoPandas. The first project showcases a Spline Radar Plot using fuel efficiency data, while the second project features a Choropleth Map illustrating student demographics in Canada. Dive into the Jupyter Notebooks to understand the visualization techniques and feel free to custom

  • Updated Dec 4, 2023
  • Jupyter Notebook

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