Job Title: Scrape South African Educational Institutions & Collect Contact Details Description: We need a freelancer to gather a clean list of South African educational institutions (schools, colleges, universities). The job involves scraping publicly available data and compiling it into a CSV/Excel file with key details (name, type, province, city, website, contact page, phone, email, principal/admin name if available). Optional: If approved, you’ll also post a single pre-approved message to each institution’s contact form, following site rules. Requirements: Strong scraping experience (Python/Scrapy/BS4/Playwright etc.) Deliver deduplicated, validated data (emails & phone numbers checked). Respect robots.txt, site T&Cs, and POPIA. No bypassing CAPTCHAs or private data. Provide a sample of 200 verified records before full delivery. Log sources and provide screenshots for verification. Output: CSV & Excel with fields (institution name, type, province, website, contact details, source URL, date scraped). Optional: submission log if posting to contact forms. Timeline & Budget: Sample within 5 business days. Full dataset within 2–3 weeks. Open to fixed price or per-record quotes. How to Apply: Send a short proposal with: 1. Your approach and tools. 2. Example of past scraping work. 3. Timeline & pricing. 4. Confirmation you’ll comply with legal & ethical rules.