OUR WORK
Data Mining & Web Scraping
Public website data collected, structured and checked for delivery.
EXAMPLE GROUP 01
Automated Website Data Extraction
- The task
- Collect publicly available information from websites.
- Work completed
- Collected publicly available information from websites using structured data extraction methods. Organised product details, business information, pricing, listings, and other records into Excel, CSV, or Google Sheets.
- The deliverable
- Product, business, pricing or listing records in Excel, CSV or Google Sheets.
EXAMPLE GROUP 02
Large-Scale Data Collection
- The task
- Combine data from multiple online sources to the client’s criteria.
- Work completed
- Gathered high-volume data from multiple online sources based on the client’s criteria. Combined the results into one structured database with clear headings and consistent formatting.
- The deliverable
- A combined dataset with clear headings and consistent formats.
EXAMPLE GROUP 03
Data Cleaning and Validation
- The task
- Check collected data for duplicates, formatting and completeness.
- Work completed
- Reviewed extracted data, removed duplicate records, corrected formatting issues, and checked key fields for completeness. Delivered a clean dataset ready for analysis, CRM upload, or business use.
- The deliverable
- A cleaned dataset prepared for the client’s next task.








