This site gives you the initial and necessary information to run DataTube2, a visual mining application devoted to temporal data.
Aggregation can be customized here:
Data can be normalized locally (min and max are computed for each variable) or globally (min and max of all data):
The order of the variables around the tube can be changed:
The “Bond Energy Algorithm” (BEA) places next to each other variables with similar behavior. So it performs a rearrangement clustering. Another option consists in ordering the variables by the time of the first detected event.