Influence is the measure of how big and strong your city-state is. Greater influence doesn't only mean prestige among players but will also help improve your chances when spreading or resisting a propaganda.
Influence takes into account population size, the life quality level, happiness and health levels and the amount of available 
gold .
Influence is subject to effects (especially civics and propaganda).