Why did Aztecs settle on a lake?

Actually, they settled on an island on the lake since you can't live on water, but they settled there because they asked their god where to settle, and he said to the priest that they would now where to found there first city where an eagle sat on a cactus with a snake in it's mout. This sign is also the symbol on Mexico's flag.