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upwork.com π’ 2026-05-06
πΉ Web Scraping for Middle Eastern Focused Universities and Organizations in the U.S.
π€ Client: πΊπΈ United States Member since 2018-01-30
π° Price: ****
π© Problem: Identify and compile a comprehensive list of universities and organizations in the United States focusing on the Middle East along with relevant contact information.
π¦ Existing: Not specified
Specifications:
[Target] - Identify and extract data from websites of U.S. institutions focused on the Middle East, including think tanks, non-profit organizations, and for profit companies.
[Method] - Utilize web scraping tools such as Beautiful Soup or Scrapy to automate data collection.
[UI/UX] - Not applicable
[Stack] - Python (Beautiful Soup, Scrapy), SQL (for database storage)
[Security] - Ensure compliance with website terms of service and legal requirements. Implement measures to avoid detection by scraping frequently.
[Format] - Store scraped data in a structured JSON or CSV format for easy analysis.
Workflow:
1. Define the scope of institutions to target (universities, think tanks, non-profit organizations, for profit companies).
2. Identify and document the specific web pages containing relevant information.
3. Develop a scraping script using Python with Beautiful Soup or Scrapy to extract required data.
4. Test the scraper on a small subset of websites to ensure accuracy and efficiency.
5. Deploy the scraper across all target institutions, ensuring compliance with legal and ethical guidelines.
6. Clean and validate scraped data for consistency and completeness.
7. Store the compiled list in a structured format (JSON or CSV) for further analysis.