What's included

• Core Deliverables

  Clean, structured dataset in your preferred format (CSV, JSON, Excel, or database) Raw scraped data as backup/reference Data validation report showing accuracy and completeness metrics Scraping script/code (Python, JavaScript, etc.) for future use Documentation explaining data fields, collection methodology, and any limitations

• Technical Deliverables

  Custom scraping bot/spider tailored to target websites Error handling and retry logic for reliable data collection Rate limiting implementation to respect website policies Data deduplication and cleaning processes Automated scheduling setup (if ongoing scraping is needed)

• Business-Focused Deliverables

  Executive summary of findings and data insights Data quality assessment with recommendations Compliance documentation showing adherence to robots.txt and terms of service Source verification report listing all scraped URLs and timestamps Future maintenance recommendations and update schedule

• Optional Add-ons

  Basic data analysis and trend identification Data visualization dashboard API endpoint setup for easy data access Training session on using the delivered tools Ongoing monitoring setup for website changes