Dirty money is obtained through illegal activities. It is used to cover most of your expenses, except buying real estate and constructing buildings.
You get and spend Dirty Money through:
Daily Income (Businesses)
Henchmen wages paid
You can check Daily Balance by hovering on the single dollar sign on the bottom of the screen
See also: Clean Money