There is hereby imposed for revenue purposes on the owner and any person constructing any new building, or rebuilding, remodeling, or renovating any existing building as provided in section 3-1-703 of this article, a tax in the amount of three dollars seventy five cents ($3.75) for each square foot of floor area. (1962 Code § 8-9.04)