This 10 minute video showcases three example matrices (subject by country, publishing type by country, and cross-national collaboration), then demonstrates how to generate three matrix visualizations (matrix viewer, activity/diversity scattergram, Aduna Cluster Map) within VantagePoint.
http://www.thevantagepoint.com/resources/webinars/560-research-profiling-part-four-matrices.html