I need an experienced scraper to harvest complete contact information from online business directories at scale—well past the 10 k-record mark. The data set must include company name, physical address, phone number, website URL, and email address for every listing you capture. You may work with any language or framework you prefer (Python + BeautifulSoup/Scrapy, Node, Selenium, Playwright—whatever gets the job done) as long as you can handle common anti-bot measures and deliver clean, deduplicated results. Deliverables • Scraped data in CSV or Excel, properly labeled and UTF-8 encoded • A brief log or report describing source URLs, total records, and any exclusions • Optional but appreciated: the script or notebook so I can rerun the scrape in the future Accuracy and completeness are key; anything below 95 % valid emails or obvious duplicates will be rejected. Let me know your approach, estimated turnaround, and any clarification you need to start immediately.