Based on error theory, taking the experiment of measuring shear modulus of wire by torsional pendulum method as an example, the systematic error and accidental error of direct measurement are analyzed and judged. With the help of excel data processing tool, the shear modulus of wire is solved by data processing method of standard uncertainty, so as to help students understand and master the basic method of physical experiment error and data processing.