If you are in Sumter County, you can go to the property appraiser site, search for your address; navigate to the GIS map of your neighborhood and click on adjoining parcels to see who owns them, when bought, etc.
http://www.sumterpa.com/GIS/Search_F.asp
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Maryland (DC Suburbs) - first 51 years
The Villages - next 51 years
