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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM4045
Volume:
4 |
5 |
May 2020
Pages:
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
The fast-paced changes in the modern web characterized by its lively, JavaScript-driven content and ever-more sophisticated anti-bot measures have turned automated data extraction into quite a tricky endeavor. Many of the old-school web scraping methods struggle on sites that use IP bans, behavior analysis, or challenge-response systems like Cloudflare, which can block access to valuable information. To tackle this issue, we’re excited to introduce a specialized web scraping tool crafted in Python, complete with a user-friendly Streamlit interface. This tool empowers users to extract text, images, PDFs, and links, even from sites that are typically off-limits. It employs a range of advanced anti-detection strategies, such as rotating user-agent strings to mimic different browsers, routing requests through various proxies to hide their origin, and adding random delays to imitate human browsing behavior. Plus, it includes techniques to bypass Cloudflare’s JavaScript checks, boosting its reliability in challenging anti-scraping environments. Designed for both resilience and accessibility, this scraper makes data collection a breeze for research, analysis, and business purposes, all while promoting ethical best practices. Not only does the framework ensure dependable extraction from complex websites, but it also highlights the importance of responsible use by providing guidance on respecting site policies, privacy, and rate limits. Our tool stands as a solid, user-friendly solution in the ever-changing landscape of web data extraction.
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Publication Date
8/30/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
Funding Information
No funding information available for this research.
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