Measured data analysis generally requires a large amount of resources since each analyst individually examines data in their own way. We propose the Query Object Graph Analysis method for enabling analysis sharing among analysts. The proposed method can prevent duplicate processing and data explosion by managing analysis data in unified forms of time-series and range-series and by representing and sharing the analysis procedure as a graph pointing to the analysis data. We evaluated this effect regarding damage analysis of a structure and found that the proposed method can reduce program execution time by 2/3 and the amount of analysis data by 1/3. This makes efficient analysis possible by several analysts using the same data source.