Data analysis in histology involves both qualitative and quantitative approaches. Qualitative analysis focuses on the description and interpretation of tissue structures, while quantitative analysis involves measuring specific parameters such as cell count, area, and intensity of staining. Software tools are often used to assist in the quantitative analysis of histological images.