The dataset represents the treatment of wastewater generated by conventional transformation activities. The average COD content in domestic wastewater in Cangzhou City, Hebei Province is 0.1717 kg/m3, and BOD is 0.088 kg/m3. The proportions of wastewater treatment processes in this area are: Bellark 34.82%, A²/O 21.66%, oxidation ditch 17.71%, CASS 11.65%, CAST 6.55%, and others 7.61%.