A data-driven analysis of Companies House records to identify emerging UK tech hubs outside of London. This project uses custom API scraping and SIC code filtering to rank cities by tech firm density and growth.

An A-grade University of Edinburgh project utilizing Python and NLTK to analyze one exabyte of evidence from South Africa's Zondo Commission, identifying the most frequently mentioned publicly traded companies.