The New York State Association of Realtors tracks the number of sales and median sales price of existing single-family homes sold by Realtors. Reports are available on a monthly, quarterly, annual and year-to-date basis on their website.
In the meantime, here is the most recent data for Herkimer County, Oneida County, and New York State.