Hartigan suggests that the triads algorithm be used with this data set.
The factor variables are binary variables. If the value is 1, then
the associated feature is available. If the value is 0, then
the associated feature is not available.
References
Hartigan, J. A. (1975). Clustering Algorithms, John Wiley, New York.