1. A method executed by a computer of visually analyzing data, comprising: receiving selection of at least one focus area in a visualization of a data set; based on characteristics of the selected at least one focus area, using at least one analytic technique to mine relationships between data items and at least one attribute in the selected at least one focus area and data items and at least one attribute in remaining portions of the data set; and generating at least one visual representation to show mining results produced from selected data items and one or more attributes in the selected at least one focus area and the remaining portions of the data set, wherein the generated visual representation is composed to have an order and layout to represent the mined results.