
Automated Data Collection & Migration System
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About this service
Summary
FAQs
Is web scraping legal?
Yes, when done properly. I ensure compliance with robots.txt, rate limits, and local data protection law.
What if the website structure changes?
Included: 30 days of free fixes. A maintenance package is available for ongoing updates and monitoring.
Can you scrape JavaScript-heavy sites?
Yes. I use Selenium/Puppeteer for dynamic content that requires browser rendering.
What data formats do you provide?
CSV, JSON, SQL database, or direct API—your choice.
What's included
Custom scraping scripts
Built specifically for your data sources and use case. Not templates - fully custom scripts designed for your exact requirements, whether scraping websites, APIs, or legacy databases.
Data cleaning & transformation pipeline
Raw web data is messy. I'll build automated cleaning processes that handle duplicates, formatting issues, and inconsistencies—delivering clean, structured data ready for your use.
Scheduled automation (daily/weekly runs)
Set your preferred schedule (hourly, daily, weekly) and the system runs automatically. No manual intervention needed—data appears in your system on schedule, every time.
Error monitoring + alerts
Automated monitoring detects issues before they become problems. You'll receive Slack/email alerts if scraping fails, so you can address issues immediately instead of discovering stale data weeks later.
Documented API for your team
Complete technical documentation so your developers can integrate the scraped data into your applications. Includes API reference, code examples, and data schema definitions.
AWS Lambda deployment (serverless)
Your scraper runs on serverless infrastructure—no servers to manage, no uptime worries, minimal cost. Pay only for execution time (typically £5-20/month vs £100+ for traditional servers).
30-day bug fix guarantee
If anything breaks or needs adjustment in the first 30 days after delivery, I'll fix it at no additional cost. After that, optional maintenance covers ongoing updates.