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The cellular automation like data map was first discovered when analysing a program investigating bound states in a rectangular 2D box. States for a box of dimension $(x,y)$ which were not bound were highlighted on an $(x,y)$ pixel map and a rich structure akin to a diffraction pattern is witnessed. Visual analysis found a subpattern which gave information about the primes when interpreted in the correct method.  The generator for the prime data map is a simple function. For some $n \in \mathbb{Z}$ \mathbb{Z}$,  \begin{equation} x_0 = (2n-1) \\  y_0 = 1 \\