The most logical conclusion from the fact that Spanish and Portuguese are the most commonly spoken languages in Latin America is:
C) Spain and Portugal colonized Latin American nations during the 15th and 16th.
This conclusion is supported by historical events where Spanish and Portuguese colonization led to the widespread adoption of their languages in the regions they controlled.