1. A method for visualizing a multi-variable dataset, comprising: presenting a plurality of graphs for analyzing data values in the multi-variable dataset, wherein each graph is associated with a pair of variables and includes a plurality of elements configured to visualize a subset of the data values that are related to the pair of variables; receiving a request to perform an interactive function on a first element of a graph that relates the first element to another graph from the plurality of graphs, the first element representing an input value of a variable from the pair of variables; and performing the interactive function in response to the request.