🕷️️ Job Radar • SCRAPING

upwork.com 2026-04-16 🟡

🔹 Refactor raw job descriptions into a structured Technical Manifest (JSON)
👤 Client: 🇫🇷 France Member since 2015-04-26
💰 Price: ****
🚩 Problem: Scrape business data from specific areas in Dubai/UAE, clean and organize the data for lead generation.
📦 Existing: [Stack]

Specifications:

[Target] Business data: restaurants, cafés, companies
[Method] Web scraping
[UI/UX] Not specified
[Stack] Python (BeautifulSoup, Scrapy), Pandas, Google Sheets API
[Security] Data encryption during transfer and storage
[Format] JSON, Excel, Google Sheets

Workflow:

1. Define scraping areas: Dubai Marina, JLT, Downtown.
2. Develop web scraping scripts using Python (BeautifulSoup or Scrapy) to extract business name, category, location/area, contact person, phone number, email, and website.
3. Clean and organize the scraped data by removing duplicates.
4. Validate emails and improve data quality if necessary.
5. Export data in JSON format for further processing.
6. Import JSON into Excel or Google Sheets for easy access and analysis.