Data collection in histology typically involves tissue sample preparation, staining, and imaging. Techniques such as hematoxylin and eosin staining, immunohistochemistry, and fluorescence microscopy are commonly used. These methods enhance the visualization of specific cellular components, making it easier to identify abnormalities.