🕷️️ Job Radar • SCRAPING

upwork.com 2026-04-22 🟠

🔹 [Target] Business Data Collection & Visual Generation Tool
👤 Client: undefined AUS Member since 2025-12-02
💰 Price: ****
🚩 Problem: Automate the process of collecting and visualizing business data from public sources.
📦 Existing: Not specified

Specifications:

[Method] Data Collection - Implement a web scraping solution to gather business listings based on search queries. Use APIs where available for efficiency.
[Stack] Python with libraries like Scrapy or Beautiful Soup, Selenium for browser automation, and Pandas for data manipulation.
[Format] Store collected data in Google Sheets or Airtable for easy access and integration.
[Security] Ensure compliance with legal and ethical guidelines when scraping. Implement rate limiting to avoid overloading websites.
[UI/UX] Design a simple dashboard for visualizing business listings using templates. Ensure the output is clean, consistent, and easily readable (image or PDF format).

Workflow:

1. Define search queries and target cities.
2. Develop web scraping scripts to extract business names, ratings, review counts, and websites.
3. Automate visits to business websites using browser automation tools to extract contact details.
4. Combine data into a structured format for visualization.
5. Generate visual assets (templates) based on the combined data.
6. Store final outputs in Google Sheets or Airtable.