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7. (Tied) York, Pennsylvania

Average absolute monthly change: 0.24%
Largest monthly change: -0.57%
Smallest monthly change: 0.06%

Over the past 12 months
Zillow home value index (high): $159,000
Zillow home value index (low): $154,700

Photo: Florence Zaitoun for CNBC.com