Commercial banana flour prodoction is not yet common in Asia however this industry is gaining popularity in major banana producing countries in Africa. In its original form,it is relatively easy to differentiate between varieties. Once the pulp is processed into flour, identification of the banana origin and stage of ripeness becomes a challenge. For the purpose of quality control in the small and medium industries with limited budgets and manpower,it may be easier to perform physical measurement. The determination of chemical constituents of the flour such as sugar, starch and dietary fibers is more laborious and time consuming. Therefore it may be worthwhile to study the physical properties of banana flour prepared from ripe fruits of common varieties, and devise methods to discriminate banana flour based on its physical data. Statistical techniques tha can be applied to perform this task is the multivariate statistical techniques.