An embodiment of the invention discloses a method and equipment for visualizing data. The method includes acquiring respective first real scores and respective feature vectors of each analysis objectamong N analysis objects by the aid of the equipment; training first score models according to the respective first true scores and the respective feature vectors of each analysis objects; inputting the feature vectors of the N analysis objects into the first score models by the aid of the equipment so as to obtain first test scores of each analysis object among the N analysis objects by the aid of the first score models by means of analysis; representing the N analysis objects by N graphic elements by the aid of the equipment; visualizing test scores of the N analysis objects. The method andthe equipment in the embodiment of the invention have the advantages that the implicit data in the N analysis objects can be visualized by the aid of the method and the equipment, and accordingly implicit data visualization requirements of users can be met.