PROBLEM TO BE SOLVED: To provide a reducing agent which has high performance of removing nitrate-nitrogen and nitrite-nitrogen.SOLUTION: The nitrate-nitrogen and nitrite-nitrogen reducing agent comprises an amidine-based cationic polymer compound containing a constitutional unit having an amidine ring expressed by constitutional formulae (1) and/or (2).