Many Americans are already shopping for their Halloween costumes, candy and decorations.

The National Retail Federation says this year’s Halloween spending is expected to hit $11.6 billion, down from last year’s record $12.2 billion, but higher than any other year on record.

Forty-seven percent of those surveyed said they plan to start their Halloween shopping before October.

“Halloween marks the official transition to the fall season for many Americans, and consumers are eager to get a jump start on purchasing new seasonal décor and other autumnal items,” said NRF Vice President of Industry and Consumer Insights Katherine Cullen in a news release. “Retailers are prepared to meet this early demand by offering shoppers all the holiday essentials to make this year’s celebrations memorable.”

NRF’s survey found 72% of consumers plan to celebrate Halloween this year.

Per-person Halloween spending is projected to be $103 this year after hitting $108 last year.

Americans told the NRF that their top Halloween activities will include handing out candy (67%), decorating their home or yard (52%), dressing up in costume (49%), carving a pumpkin (43%) and throwing or attending a party (29%).

Candy remains the most popular, with total spending expected to reach $3.5 billion.

About equal shares of consumers will get their Halloween merchandise at discount stores, specialty Halloween/costume stores and online retailers.

Total spending on adult costumes is expected to reach $1.8 billion.

Spending on children’s costumes is expected to hit $1.3 billion.