1. A method for visualizing data for a user, comprising: sensing a user setting of at least one graphical query device corresponding to one of a plurality of chemical descriptors that express a property for the compound; filtering the data according to the user setting the graphical query device(s); generating and displaying a representation of a structure activity relationship (SAR) table corresponding to the filtered data; wherein the step of generating simultaneously displays information in the table in a single view for a first plurality of chemical compounds in a tabular display that includes a plurality of simultaneously displayed chemical descriptors and a plurality of simultaneously displayed graphical chemical descriptors for a first plurality of compounds, and wherein, for each of the compounds in the first plurality, the step of generating presents the SAR table as including: a graphical chemical structural description of the compound, and at least a subset of the plurality of chemical descriptors each showing a property for the compound, whereby structural properties and chemical descriptors of different members of the first plurality of compounds are all simultaneously viewable after the step of generating; sensing user adjustment of the setting(s) of the graphical query device(s), wherein the graphical query device(s) for which adjustment is sensed corresponds to one of the chemical descriptors; filtering the data according to the chemical descriptor for which user adjustment was sensed, regenerating and displaying the SAR table according to the adjusted setting(s); and wherein the step of regenerating simultaneously displays information in the table in a single view for a second plurality of chemical compounds in a tabular display that includes a different plurality of simultaneously displayed chemical descriptors and a different plurality of simultaneously displayed graphical chemical descriptors for the second plurality of chemical compounds; and wherein, for each of the compounds in the second plurality, the step of regenerating presents the SAR table as including: a graphical chemical structural description of the compound, and a plurality of chemical descriptors each showing a property for the compound, whereby structural properties and chemical descriptors of different members of the second plurality of compounds are all simultaneously viewable after the step of regenerating.