We study the form assumed by the classical time-frequency uncertainty relations in discrete as well as nontrigonometric spectral analysis. In particular we find that if an

-sample time signal is to contain a fraction

of its energy in

consecutive samples, then the minimum number of frequency components containing that same energy fraction must be greater than

. It is also found that the discrete Walsh transform permits greater energy concentration (less uncertainty) than the discrete Fourier transform.