Analyzing histology data sets involves both qualitative and quantitative approaches. Qualitative analysis includes visual inspection and description of tissue morphology, while quantitative analysis may involve measuring cell density, area, and other metrics using image analysis software. Advanced techniques like machine learning and artificial intelligence are increasingly used to automate the analysis and improve accuracy.