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Description: Four folders are established: 1. Material preparation: The python script demonstrates how we calculated the consistency metrics for each family. 2. Dataset: Word and nonword data from the megastudy (Tse et al., 2017) are appended with their corresponding family metrics. 3. Statistical analysis: R scripts for word and noword data analyses are enclosed. 4. Post-hoc analysis: In Disucssion, we examined why position-specific metrics best predicted the lexical decision data.