You can directly run SQL queries on a database from Excel. The traditional method was to create a Macro and write a long Visual Basic code by using ADO connection to get connected with the source.

Use INDEX and MATCH for simple database queries in Excel The bigger your spreadsheet, the more you need these, which you can combine with SUM, AVERAGE, and MAX to refine your searches.