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Hierarchical clustering method has been applied for further interpretation on vehicle dynamics performance subjective e-valuation results.Data analysis has been expanded to three dimensions of vehicles,evaluators and performance indexes to quantify the relationship from each other.It can be used to show the performance classification of vehicles,the difference of evaluation personality a-mong the group and understand the weighting of ride & handling subitem when forming the overall index.