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When setting up an Access database, important items include building data tables with the right organization for efficient data usage. Design view can make setup easier, starting with creating a table and determining field order like first name, last name, address, city, state, zip code. Understanding data types is crucial, like inputting phone numbers as numbers, not text. This ensures data is properly categorized and utilized to improve database functionality.