🕷️️ Job Radar • SCRAPING

freelancer.com 🟡 2026-05-20

🔹 NSW Australia Catering Companies Database
👤 Client: 🇦🇺 Sydney, Australia Member since 2026-03-31
💰 Price: $258 Average bid
🚩 Problem: Need for an accurate and up-to-date database of catering businesses in New South Wales, Australia.
📦 Existing: Not specified

Specifications:

[Target] - Collection and structuring of data related to catering companies in NSW, Australia.
[Method] - Data collection through web scraping or API integration; validation and cleaning processes.
[UI/UX] - Not applicable (backend database).
[Stack] - Python with libraries like Beautiful Soup or Scrapy for web scraping; Pandas for data manipulation; SQL for database management.
[Security] - Ensure compliance with privacy laws, use secure storage methods for sensitive information.
[Format] - JSON or CSV for structured data export.

Workflow:

Identify reliable sources of data (websites, APIs) for NSW catering companies.
Develop web scraping scripts to extract business names, addresses, phone numbers, and email addresses.
Implement validation checks to ensure accuracy and completeness of the collected data.
Clean and organize the data using Pandas or similar tools.
Store the cleaned data in a relational database (e.g., PostgreSQL) for efficient querying and management.
Export the final dataset in JSON or CSV format.