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Authorized Data Extraction & API Automation
Extraction pipelines that collect the fields you need from sources you have the right to use, cleaned and delivered in your preferred format. Every project starts with a review of the source and your authorization to collect from it.
What this covers
- Web scraping and crawling at scale, including dynamic sites
- Data mining, research and structured extraction
- Authorized collection from authenticated or technically challenging sites where you hold the account and the right to access it
- REST API integration and data formatting
- Delivery as clean data or a reusable script
- Python scraping with Selenium, BeautifulSoup or Scrapy
- JavaScript automation with Puppeteer / Node
- Output to CSV, JSON, Excel, SQL, XML and other formats
What you receive
- Clean structured data extracted from the agreed source(s) or a reusable scraping/automation script, depending on the package; requested fields collected and formatted; data cleanup; sample/testing before final delivery where applicable; output in the agreed format such as CSV, JSON, Excel, SQL or XML; source code for script-based packages where included.
Technologies
Before any work begins, Fahymas LLC reviews the source and requires written confirmation that you have lawful access and the authorization to collect the data requested. Fahymas LLC does not provide credential harvesting, unauthorized personal-data harvesting, access-control or security circumvention, CAPTCHA bypass, detection evasion, or extraction from private systems without permission. Where a source's terms or applicable law do not permit collection, the project is declined.