PHILADELPHIA (CBS) – With Halloween on the horizon, real estate blog Zillow has released its annual list of the top U.S. cities for trick-or-treating.

Based on “four equally weighted data variables” – the Zillow Home Value Index, population density, walkability score and local crime data – San Francisco came out on top, with Boston and Honolulu in second and third place.

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So, where did the City of Brotherly Love rank?

According to Zillow, we’re 10th on the list, behind Portland and ahead of Minneapolis.

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And within Philly city limits, Mount Airy was rated the top neighborhood to trick-or-treat in. Chestnut Hill, Fairmount, Manayunk and South Philly rounded out the best neighborhoods.

It should come as no surprise that Philadelphia made the list – the city came in ninth place in both 2012 and 2011.

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