For the machine learning algorithms to make sense out of the big data sets, supervised training is required. Therefore, constant access to voluminous, high-quality, accurate, and relevant datasets is an important prerequisite for data annotation. This is to ensure that the outcomes are reliable and can be used for informed decision-making.