It isn't a geographical denomination, but rather socioeconomic and political.
Most of the countries in the global south denomination are actually in the northern hemisphere.
We have 195 countries in the world and only 33 of those are entirely on the southern hemisphere.
Here is one example of an illustrative map:
Or not necessarily that the inventor of the phrase thinks like that themselves, but rather that they think most people think that way.