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This project was done soley for educational purposes

Ethical Web Scraping Guidelines

This data scraping project is committed to ethical web scraping practices. We adhere to the following principles:

  1. Respect Website Policies

    • Always check and comply with the website's robots.txt file.
    • Adhere to the website's terms of service and privacy policy.
  2. Identify Your Scraper

    • Use a clear and honest User-Agent string that identifies your scraper.
    • Provide contact information for website owners to reach out if needed.
  3. Minimize Server Impact

    • Implement rate limiting to avoid overloading servers.
    • Schedule scraping during off-peak hours when possible.
  4. Data Usage and Privacy

    • Only collect publicly available data.
    • Avoid scraping personal or sensitive information.
    • Use collected data responsibly and in accordance with data protection laws.
  5. Respect Copyright

    • Do not scrape copyrighted content without permission.
    • Properly attribute any used data to its original source.
  6. Transparency

    • Be open about your scraping activities and intentions.
    • Provide clear documentation on how the scraped data is used.
  7. Responsible Data Handling

    • Store and process scraped data securely.
    • Delete or anonymize data when it's no longer needed.
  8. Continuous Ethical Review

    • Regularly review and update our scraping practices to ensure ongoing ethical compliance.

By following these guidelines, we aim to conduct web scraping in a manner that respects website owners, users, and the broader internet ecosystem.

Reporting Ethical Concerns

If you have any ethical concerns about this project's web scraping practices, please contact us at [asif.tauhid@nyu.edu or aha9251@nyu.edu].