The paper introduces a category of data sets where the equivalence problem can be stated. A background measure
on the parameter space makes the problem well-defined. Without it all the data are equivalent. Above the standard induced
measure on the parameter space the use of a phase portrait of trajectories of growing density as an internal feature of the data
object is suggested. To distinguish or possibly identify two data sets a set of integral invariants is proposed.