🕷️️ Job Radar • SCRAPING

peopleperhour.com 2026-04-21 🟡

🔹 Data Mining Plumber List
👤 Client: 🇬🇧 United Kingdom Member since ****
💰 Price: $12
🚩 Problem: Compile a comprehensive list of plumbers in Brent, Harrow, and Barnet boroughs.
📦 Existing: Not specified

Specifications:

[Target] Identify and extract information from online directories, business listings, and local websites.
[Method] Utilize web scraping tools to automate data collection. Ensure compliance with legal and ethical guidelines.
[UI/UX] Not applicable for this task.
[Stack] Python (BeautifulSoup, Scrapy), Google Sheets API, Pandas
[Security] Implement rate limiting, use proxies, ensure data privacy through anonymization techniques if necessary.
[Format] Clean, structured JSON or CSV format with columns: Business Name, Phone Number, Email Address, Address, Website, Operating Hours, Services Offered.

Workflow:

Define the scope and target websites for data collection.
Set up web scraping tools to extract relevant information from identified sources.
Implement deduplication logic to ensure unique entries in the dataset.
Validate and clean the extracted data to maintain accuracy.
Format the data into a structured JSON or CSV file.
Upload the final dataset to Google Sheets for easy access and sharing.