🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-04

🔹 US Shopping Mall Database
👤 Client: 🇺🇸 USA Member since 2024-03-08
💰 Price: ****
🚩 Problem: Ensure high-quality and accurate data for a comprehensive US shopping mall database.
📦 Existing: [Not specified]

Specifications:

[Target] Identify Class A/B malls in the US
[Method] Research, verify, and prioritize based on foot traffic, food courts, and retail mix
[UI/UX] Not applicable (data-driven)
[Stack] Python for web scraping, BeautifulSoup or Scrapy; Pandas for data processing; Google Sheets/Excel for storage
[Security] Ensure data privacy and security during collection and storage
[Format] Clean, structured JSON or CSV

Workflow:

1. Define criteria for Class A/B malls (foot traffic, food courts, retail mix)
2. Use web scraping tools to gather mall names, locations, ownership details, and leasing contacts
3. Verify information through official sources and cross-referencing
4. Prioritize data based on defined criteria
5. Clean and structure the data in Google Sheets or Excel
6. Export final dataset as clean JSON or CSV