Abstract: An electrostatic dust removal apparatus and an electrode unit thereof are disclosed. The electrostatic dust removal apparatus includes a frame, and a plurality of electrode units. The plurality of electrode units include at least one high-potential unit and at least one low-potential unit. The plurality of electrode units are provided on the frame and are spaced apart from each other. The at least one high-potential unit and the at least one low-potential unit are arranged alternately, and an air channel for removing dust is formed between the electrode units adjacent to each other. Each of the plurality of electrode units includes a conducting part and an insulating part, the conducting part is a conductive plastic part and includes an electrical field generator and a conducting end, and the insulating part covers at least a portion of the electrical field generator.