🏍️ Bicycle Brands & Models Dataset

This repository contains an Open Source dataset of bicycle brands, models, and sizes, extracted from a collection of 25,000+ real-world bicycle listings. The data is structured by brand, with each brand's file containing unique models and their corresponding size details.

📂 Directory Structure

/bicycle-brands-models
│── /brands          # Contains JSON files for each brand
│── README.md        # This documentation

• /brands: Contains individual JSON files for each brand (e.g., santa-cruz.json, giant.json).
• README.md: Documentation about the dataset.

🌜 Dataset Overview

Each brand JSON file contains structured data about bicycle models, including:

• Brand Name (brand)
• List of Models, each with:
  • model: The model name
  • type: The bicycle category (e.g., Gravel, Mountain, Road)
  • ebike: Boolean indicating if it is an eBike
  • suspension: Suspension type, if applicable
  • sizes: Available sizes, each with:
    • size: The size label (e.g., M, L, XL)
    • frame_size: The numerical frame size (if available)
    • rider_height_min: Suggested minimum rider height
    • rider_height_max: Suggested maximum rider height
    • measurement_unit: Unit of measurement (usually cm)

📌 Example JSON Format (Santa Cruz)

{
  "brand": "Santa Cruz",
  "models": [
    {
      "model": "Stigmata Force AXS / Carbon CC / 700c",
      "type": "Gravel",
      "ebike": false,
      "suspension": null,
      "sizes": [
        {
          "size": "M",
          "frame_size": 56,
          "rider_height_min": 174,
          "rider_height_max": 184,
          "measurement_unit": "cm"
        }
      ]
    }
  ]
}

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🔍 How to Use This Data

You can use this dataset for:

• Bicycle eCommerce websites: Organize and filter models and sizes.
• Bike classification & categorization: Standardize bike models.
• Data visualization & analytics: Compare brands, frame sizes, and trends.
• Machine Learning / AI applications: Build recommendation models for bikes.

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🚀 Getting Started

Clone the repository:

git clone https://github.com/reaatech/bicycle-brands-models.git
cd bicycle-brands-models

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💌 Contributions

• If you find errors or missing data, feel free to submit an issue.
• If you want to improve the dataset, fork the repo and submit a pull request.

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🌟 License

This dataset is open-source and available under the MIT License. Feel free to use, modify, and share!

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📞 Contact

For questions or collaborations, reach out via GitHub Issues.