Before revision:  We demonstrate that each of the bars in the resulting barcode may be visualized as a synthetic video of a characteristic behavior. Our main goal is to develop a quantitative summary of complex behavior that may be applied to high-throughput data.
After revision:  In particular, we use topology to produce a quantitative summary of complex behavior that may be applied to high-throughput data.