How can organizations skew the statistical outcomes of their business?

there's an old saying, "figures don't lie but liars can sure figure." Statistics can be skewed by defining the x or y axis of a metric to be something that shows positive growth, or data is excluded in a manner that advantages the outcomes you want to get(see "hanging chads" from the 2000 florida election), or data is manipulated to eliminate or add outcomes.