Electric-Car-Recommendation-System

Electric Car Recommendation System 🚗⚡

Welcome to the Electric Car Recommendation System! This interactive tool helps you find the best electric car models based on your preferences.

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Features 🌟

• Interactive Dropdowns: Easily specify your desired acceleration, top speed, driving range, and powertrain type.
• Dynamic Recommendations: Get the top 2 car models that best match your criteria.
• Visual Comparisons: See side-by-side bar plots comparing the attributes of the recommended cars.

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How It Works 🛠️

1. Select Your Criteria:
   • Choose an acceleration range (e.g., “5 to 7 seconds”).
   • Pick a top speed range (e.g., “150 to 200 km/h”).
   • Specify a driving range (e.g., “250 to 500 km”).
   • Select the desired powertrain (e.g., “All Wheel Drive”).

2. Get Recommendations: Click the “Get Recommendations” button, and voilà! You’ll see the top 2 car models tailored to your preferences.

3. Visual Insights: Dive deeper with bar plots comparing the acceleration, top speed, and driving range of the recommended cars.

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Installation & Usage 🚀

1. Clone this repository:

   git clone https://github.com/DhruvSTrivedi/ElectricCarRecommendation.git
   

2. Navigate to the project directory and install the required libraries:

   cd ElectricCarRecommendation
   pip install pandas matplotlib ipywidgets
   

3. Launch Jupyter Notebook:

   jupyter notebook
   

4. Open the notebook and run the cells to interact with the recommendation system.

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Results 📈

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Contributions 🤝

Feel free to fork this project, open a pull request, or report any issues you come across. All contributions are welcome!

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