Data analysis deals with different kinds of data.
For instance we can have supermarket sales with
- a transactional table, with customer ID, item ID, date of purchase
- an item table, with the item ID and its price
- a customer table, with customer ID and its anagraphic details (age, gender)
In this example data are tables with different structures.