When it comes to Halloween fun, friendliness and weather, three Florida cities are among the top 20 places in the U.S. to celebrate.

WalletHub , a personal finance company, conducted the analysis , basing its rankings on factors such as costume stores per capita, crime rates and share of trick-or-treat stops. The study analyzed the 100 largest U.S. cities, using those factors to develop an overall Halloween score.

Miami came in sixth overall on the list, earning a score of 57.18. The South Florida city came in sixth for its “fun rank” but finished 33rd among the friendliest places to trick-or-treat. The weather ranking was 32nd in the country.

Orlando placed 11th on the WalletHub list, with a score of 53.11. But Orlando was ranked second in the nation on the Halloween fun factor.

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