Magnitudes of Values

For sparse data, discuss why considering only the presence of non-zero values might give a more accurate view of the objects than considering the actual magnitudes of values. When would such an approach not be desirable?For more information on Magnitudes of Values check on:https://en.wikipedia.org/wiki/Order_of_magnitude