🕷️️ Job Radar • SCRAPING

freelancer.com 2026-04-14 🟡

🔹 Technical Manifest for Data Scraping Project
👤 Client: 🇮🇹 ceglie messapica, Italy Member since 2026-02-02
💰 Price: $147 Average bid
🚩 Problem: Extract accurate, structured data from specified websites for analysis.
📦 Existing: Not specified.

Specifications:

[Target] Define target websites and specific data fields to extract.
[Method] Utilize Python with libraries like BeautifulSoup, Scrapy, or Selenium for web scraping.
[UI/UX] Not applicable.
[Stack] Python, BeautifulSoup, Scrapy, Selenium, Pandas, SQLAlchemy (for database handling).
[Security] Implement anti-bot protections and handle cookies/sessions if required.
[Format] Output data in CSV, Excel, or database format.

Workflow:

1. Define target websites and specific fields to extract.
2. Develop scraping scripts using Python with appropriate libraries (BeautifulSoup, Scrapy, Selenium).
3. Implement anti-bot protections if necessary.
4. Handle pagination and dynamic content as required.
5. Clean and structure the data in CSV, Excel, or database format.
6. Ensure accuracy and avoid duplicates.
7. Document scraping process.