An analyst receives a new 500,000-row customer file from a recently acquired company and must integrate it into the corporate CRM. Before writing any cleaning transformations, the analyst wants to understand the completeness, value distributions, data types, and frequency of distinct values in each column. Which activity should the analyst perform to gather this information?