With the increasing amounts of elder people, it becomes a realistic problem to achieve healthy aging by advocating healthy habits and relieving elder people's pressures physically and mentally. This study uses data mining methods and examines factors that are associated with the Chinese elderly aged 65 and over. The results show that certain habits do have something with the health problem. In addition, some suggestion and methods will also be proposed.