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.