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In this study, we integrated log data and lag sequential analysis to extract behavioral characteristics of scientific inquiry processes in an interactive task for measuring scientific literacy. By analyzing the log data of 334 fourth-grade students, we identified and visualized behavioral patterns and cognitive strategies related to task performance.