The population of Madison county is estimated at 71,389. In 2017 there were 633 births and 597 deaths in Madison county. Madison county has 13,303 housing units that are owned with a mortgage or a loan, 7,170 that are owned free and clear and 7,281 that are renter occupied.

  The residents of Madison County filed 31,260 federal tax returns in 2017. This amount represents 0.3% of all New York filings and 0.021% of the entire nation. Madison had a combined total federal tax liability of $316,002,000 on earned income of $2,038,126,000. Other notable statistics from Madison County were 1,450 unemployment claims which collected a total of $7,055,000 and 6,750 charitable contributions valued at $23,065,000. 8,020 filings from Madison County paid a combined total of $52,043,000 in property taxes and 6,580 filings paid $34,086,000 on mortgage interest costs.

  In 2010 Madison county had 88 religious congregations with an estimated 22,008 members.
27.0% of the Madison population has a college level Bachelors degree or higher. 8.9% have less than a highschool diploma level education.

Approximately 38% of Madison County voted in the presidential election of 2016. This is an increase from the 2012 election by 1,527 votes.
At $56,477 the median income is 87.2% of the New York average. An estimated 1,830 people claimed to be unemployed last year in Madison, the equivalant of around 5.6% of the county population. This represents an increase in the level of unemployment from the previous year's value of 5.3%.

Top 15 Industries in Madison County.
Total # Employed	Industry Job Type
3,027	Health care and social assistance
2,688	Retail trade
2,407	Manufacturing
2,024	Accommodation and food services
1,902	Food services and drinking places
1,473	Restaurants and other eating places
804	Ambulatory health care services
760	Food and beverage stores
699	Grocery stores
681	Professional, scientific, and technical services
672	Supermarkets and other grocery (except convenience) stores
604	Finance and insurance
599	Limited-service restaurants
527	Primary metal manufacturing
459	Administrative and support and waste management and remediation services

In 2018 16.32% of listings in Madison County (averaging across 4 zip codes; 13032, 13035, 13421 and 13037) dropped their price.

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