The population of Madison county is estimated at 38,781. In 2017 there were 1,092 births and 111 deaths in Madison county. Madison county has 3,536 housing units that are owned with a mortgage or a loan, 1,583 that are owned free and clear and 5,492 that are renter occupied.

  The residents of Madison County filed 13,110 federal tax returns in 2017. This amount represents 1.8% of all Idaho filings and 0.009% of the entire nation. Madison had a combined total federal tax liability of $62,230,000 on earned income of $547,094,000. Other notable statistics from Madison County were 250 unemployment claims which collected a total of $887,000 and 3,290 charitable contributions valued at $38,973,000. 3,030 filings from Madison County paid a combined total of $6,590,000 in property taxes and 2,420 filings paid $15,231,000 on mortgage interest costs.

  In 2010 Madison county had 162 religious congregations with an estimated 38,596 members.
37.5% of the Madison population has a college level Bachelors degree or higher. 4.6% have less than a highschool diploma level education.

Approximately 40% of Madison County voted in the presidential election of 2016. This represents an increase from the 2012 election by 1,275 votes.
At $40,666 the median income is 77.8% of the Idaho average. An estimated 403 people claimed to be unemployed last year in Madison, the equivalant of around 1.9% of the county population. This represents a decrease in the level of unemployment from the previous year's value of 2.4%.

Top 15 Industries in Madison County.
Total # Employed	Industry Job Type
1,607	Retail trade
1,390	Health care and social assistance
901	Accommodation and food services
878	Manufacturing
843	Restaurants and other eating places
734	Professional, scientific, and technical services
635	Administrative and support and waste management and remediation services
533	Wholesale trade
517	Limited-service restaurants
410	Fruit and vegetable preserving and specialty food manufacturing
345	Motor vehicle and parts dealers
280	Merchant wholesalers, nondurable goods
276	Full-service restaurants
253	Merchant wholesalers, durable goods
245	Finance and insurance

In 2018 the average price reduction was 3.51% in Madison County.

In 2018 13.10% of listings in Madison County.

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