Using QCD motivated and phenomenological considerations, we construct
x dependent polarized parton distributions, which evolve under GLAP ev
olution, satisfy DIS data and are within positivity constraints. Each
flavor is done separately and the overall set can be used to predict p
olarization asymmetries for various processes. We perform our NLO anal
ysis strictly in x space. SmalI-x results and other physical considera
tions are discussed. [S0556-2821(98)05819-6]