Ape210K is a new large-scale and template-rich math word problem dataset containing 210K Chinese elementary school-level math problems. Each problem contains the best answer and the equation required to derive the answer. Ape210K has greater diversity, with 56K templates, 25 times that of Math23K. Analysis shows that solving Ape210K requires not only natural language understanding but also common sense knowledge.