The dataset represents the treatment of wastewater generated by conventional transformation activities. The average content of COD in domestic wastewater in Dalian City, Liaoning Province is: 0.2704 kg/m3, and BOD is 0.0967 kg/m3. The proportions of wastewater treatment processes in this area are: BAF (biological aerated filter) 32.16%, CAST (cyclic activated sludge technology) 20.14%, A²/O 16.75%, modified SBR (sequencing batch reactor) 8.15%, activated sludge process 7.97%, and others 14.83%.