The method provides a visualization technique for rendering multidimensional data points as 2D curves on a 3D plot with the third dimension representing their order in the multidimensional data set. The technique uses colour palettes to render individual data curves, which enables visual analysis of the entire dataset based on the colour characteristics of the resulting image. The method also suggests a technique for: a) visualizing a distance between multidimensional data points; c) showing a linear segment between two multidimensional data points; d) displaying a colour map of an individual multidimensional point or data set; e) displaying a multidimensional data interval.