Digital data is collected through various methodologies, including high-throughput screening methods, computational models, and bioinformatics. High-throughput screening allows researchers to quickly assess the effects of multiple compounds, while computational models help in predicting toxicological outcomes based on existing data. Bioinformatics tools are used to analyze genetic and proteomic data, contributing to our understanding of toxicological mechanisms.