Deception and misleading information are known to be 21st-century penchant. How is data manipulated? Who does the manipulation anyway, is it the individual or the institution? Is there a way that information seekers, in this case a consumer can spot these fallacies and glean unvarnished information? This article outlines ways to obtain such data using examples of ‘misleading with statistics’ in the past.