Scale Variation refers to the differences in the level of detail or scope of geographic analysis based on the chosen scale, whether it is local, regional, national, or global. This concept emphasizes how data and patterns can change dramatically depending on the scale at which they are observed, impacting the interpretation and conclusions drawn from spatial information.