Data produced at the Alberta Environmental Centre as part of the routine extractable priority pollutant GC-MS analysis of municipal and industrial effluents discharged into the northern Alberta river basins between 1989 and 1994 were reevaluated. The organic components of effluents were characterized by mass spectra and GC retention times and searchable mass spectral libraries were prepared. The improvement in effluent quality is demonstrated and discussed.