[WATCH: In the video player above, Halloween safety tips.]

CLEVELAND (WJW) -- Soon, children dressed up as superheroes, princesses, witches, ghosts, "K-Pop Demon Hunters," and more will be going door-to-door in the hopes of walking away with a bag or bucket full of candy (some of which may be highly valuable).

A recent analysis found that some of the communities those costume-clad kids are trick-or-treating in may be more dangerous than others.

SafeHome.org evaluated 161 cities using key safety metrics, including crime rates, pedestrian fatalities, the number of registered sex offenders, and local law enforcement presence based on data from the FBI, the National Highway Traffic Safety Administration, and others. Cities were then given a composite score and ranked -- those with a higher

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