A method of creating new content based on previously experienced content
and content ratings, in which content attributes are obtained and
analyzed against set-top box events collected as the content is
experienced. Analysis includes determining effects of various content
attributes on content ratings, content attribute order on content
ratings, and determining a preferred content attribute set and content
attribute presentation order. Also taught is a system and method of
predicting future events given a proposed dataset, in which past events
are monitored and correlated with a proposed dataset sharing at least one
attribute with, and having a substantially similar structure to, the past
events, and the results of the correlation are reported as a prediction
of future events. The invention further includes a method of predicting
behaviors of non-sampled demographic specifications based on sampled
demographic specifications of a given level, in which past behavior is
monitored and correlated with demographic characteristics.