In data science, both qualitative and quantitative analyses are important aspects. In particular, the quantitative analysis of any dataset requires an understanding of statistical concepts. Statistics is a branch of mathematics that deals with collecting, organizing, and interpreting data. Hence, by using statistical concepts, we can understand the nature of the data, a summary of the dataset, and the type of distribution that the data has.