Time is not exactly on an equal footing with space. It has the opposite sign in the metric signature, which is physically significant.

The differences boil down to the fact that the Lorentz group is O(1,3) whereas the (homogeneous) Galilean group is R^3 x O(3), both 6-dimensional.