1. A computer system comprising: a computer processor; and a computer readable storage medium storing program instructions configured for execution by the computer processor in order to configure the computer processor to: generate a graphical user interface including at least a representation of a plurality of dimensions of a multidimensional data set; receive, via the graphical user interface, a selection of at least two dimensions of the multidimensional data set; determine a plurality of data objects each corresponding to different combinations of values of the selected dimensions; generate a plurality of two-dimensional graphs that are spatially positioned in a single graphical user interface view, wherein: each of the two-dimensional graphs is generated based on data associated with a respective one of the plurality of data objects, each of the two-dimensional graphs comprises a respective x-axis and a respective y-axis, the x-axes of the two-dimensional graphs each have a first common scale and a first common interval, the y-axes of the two-dimensional graphs each have a second common scale and a second common interval, and data represented in each respective two-dimensional graph is shown according to the first common scale and the first common interval of the x-axes and the second common scale and the second common interval of the y-axes; and update the graphical user interface to display the single graphical user interface view including the plurality of two-dimensional graphs, wherein: the plurality of two-dimensional graphs are displayed in a plurality of rows and columns, each combination of row and column corresponds to a different respective combination of values of the selected dimensions, and the plurality of two-dimensional graphs are spatially positioned in the single graphical user interface view in corresponding rows and columns to enable a user to directly compare data represented in the plurality of two-dimensional graphs to view differences in data across the selected dimensions.
3. The computer system of claim 1 , wherein the computer processor is further configured to: receive, via the graphical user interface, a mathematical operation; apply the mathematical operation to the determined data objects; re-generate the plurality of two-dimensional graphs such that at least one of the x-axis or the y-axis of each of the two-dimensional graphs represents an output of the applied mathematical operation; and update the graphical user interface to display the single graphical user interface view including the re-generated two-dimensional graphs.