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fuel-efficiency

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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

Mileage Prediction - Regression Analysis 🚗 This project predicts vehicle mileage (MPG) using Linear Regression. It preprocesses data, visualizes feature relationships, and achieves an R² score of 70.3%. 🚀 🔹 Key Features: Data cleaning, visualization, and model training. 📊 Performance: MAE: 3.33 | MAPE: 14.7% | R²: 70.3% 📌 MIT License

  • Updated Feb 25, 2025
  • Jupyter Notebook

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