Halloween is celebrated in the USA on October 31st with traditions like picking pumpkins, wearing costumes, watching classic horror movies, visiting haunted houses, and receiving special treats. People decorate their homes and yards for the holiday and engage in activities like carving pumpkins, telling scary stories, and visiting haunted attractions.