Despite a decade of research in OLAP systems, very few works attempt to tackle the problem of analysing data extracted from
XML text-rich documents. These documents are loosely structured XML documents mainly composed of text. This paper details
conceptual design steps of multidimensional databases from such documents. With the use of an adapted multidimensional conceptual
model, the design process allows the integration of data extracted from text-rich XML documents within an adapted OLAP system.