It's a regional thing.

"They say the term "soda pop" is traced back to the 1800s when seltzer water came into production and tasty carbonated beverages were eventually served at soda fountains in drug stores. Their report indicates "pop" itself caught on as slang, and was prominently used in northern states like Minnesota and Wisconsin."