(N+Q) dimensions of data can be analyzed in an N-dimensional native OLAP cube by submitting an (N+Q)-dimensional custom query and converting the (N+Q)-dimensional custom query into an N-dimensional query for submission to the N-dimensional native OLAP cube. An N-dimensional result of the N-dimensional query is provided and converted into an (N+Q)-dimensional result of the (N+Q)-dimensional custom query. The (N+Q) dimensional result is then provided as an answer to the (N+Q) dimensional custom query.