A viewer tool for viewing data in a software environment provides features for viewing and exploring a data set. The data set may be a multi-dimensional data set. The viewer tool may be coupled to a test environment that generates data from the tests of a unit under test (UUT). The data may be generated from one or more sequences of tests that can be divided into batches. The viewer tool may receive the data from the test environment and analyze the data to provide a user with useful information on the data. The viewer tool may display the data with the information so that the user can obtain the information on the data. In particular, the viewer tool identifies the relationship between the measured test data and the various test conditions under which the test data has been measured.