More than 4 in 10 U.S. adults say they regularly buy scented candles, contributing to a $3.14 billion annual domestic market. Given that perhaps no time of the year has as many signature scents as autumn — think apple cinnamon and pumpkin spice — CivicScience surveyed nearly 3,900 U.S. adults this month about their candle-buying habits, particularly when it comes to fall scents. Check out the infographic below for more illuminating insights into what brands and scents are up to snuff for candle-buyers.