A general understanding of the dataset, and the variables you hope to analyse, can be critical to analyzing the dataset in a productive way. To begin, descriptive statistics is necessary for identifying the types of variables (continuous, nominal, etc.) which informs decisions about what tests to run within Stata. Additionally, descriptive statistics can also help identify issues with any variables; such as gaps in the data, skewed distributions, collinearities