Data science has two distinct fields: data mining and data visualization. Data mining is analyzing big data sets by grouping, categorizing, and summarizing the information using algorithms, statistics, and machine learning, while data visualization uses visual elements and data to convey a story. Therefore, you can use data visualization to emphasize these data mining outcomes, or if you have the appropriate tools, you can even use data visualization to depict the process.