No, it is false that Southern colonies were mostly composed of poor Protestants and Catholics running from religious and political persecution in Europe, since this in fact was the case in the Northern colonies.
The Northern and Southern Hemisphere is based on the equator and who is above or below it. The reason for this is that it is the centre of Earth and therefore the division line