Visualisation of multi-dimensional dataset can be very useful for data mining purposes. This paper describes a simple visualisation technique to reduce a high dimensional dataset into a 3D space. Our aim is to design a method that is simple, easy, computationally cost-e ective and able to give a reasonable visualisation of the dataset. The original dataset is projected to a lower dimensional sp...