In this work, we redefine the Shannon's entropy such that it satisfies the dimensionless condition and is strictly positive over all space; also we compare the general trends obtained with our definition with the others Shannon's entropy definitions commonly used in chemistry. (C) 2016 Elsevier B.V. All rights reserved.