Any time you have a scalar/measurement number, basically any value with physical units, counts, percentages, anything which could be in the denominator of a ratio, those are all strong indicators of a "semantic zero" and you really want to tell the difference between None and 0. They are usually floats, but could be ints (maybe you have number_of_widgets_online, 0 means 0 units, None means "idk".)