If you think you've noticed more e-cigarette usage around town, you're probably not wrong according to Forbes Advisor.

The business magazine released a study about e-cigarette, or vape, usage across the country, and Oklahoma ranked at No. 3.

According to the study, vaping, while still less common than traditional cigarette usage, is growing in popularity for younger crowds.

According to the study, the South has the most vapers with seven of the top 10 states coming from the region, including Alabama, Arkansas, Kentucky, Louisiana, Oklahoma, Tennessee and West Virginia.