It’s an architectural tradition left over from the Spanish influence in Nerw Orleans. In addition to being decorative and providing a pleasing noise, fountains can also help cool the air – helpful in hot climates.

Each state, culture, community has their own “clique” type things… styles, fads, etc…
Must be that everyone thinks it’s pretty cool to have a fountain in the backyard right now… )