Data analysis: Here, data scientists perform an exploratory data analysis to look at biases, styles, ranges, and distributions of values in the data. This data analytics exploration drives hypothesis generation for any/b testing.Data science is taken into account a discipline, even though data experts will be the practitioners in just that field.