Food Data Scraping for Public Health & Academic Research Empowering HFSS, NOVA, and Food Environment Analysis Through Scalable Intelligence.As a result, Food Data Scraping for Public Health & Academic Research has emerged as a powerful methodology for collecting large-scale food-related datasets that support evidence-based decision-making.