In this paper, we describe Riemann-integrable functions with the help of a new class of uniform functions. This description allows us to uncover the "countable" nature of the relation between the space of Riemann-integrable functions and the space of continuous functions. The argumentation is performed for any given topological space T with limited Radon measure µ the support of which coincides with T .