The population of Madison Parish is estimated at 11,485. In 2017 there were 143 births and 150 deaths in Madison Parish . Madison Parish has 1,070 housing units that are owned with a mortgage or a loan, 1,401 that are owned free and clear and 1,554 that are renter occupied.

  The residents of Madison Parish filed 3,970 federal tax returns in 2017. This amount represents 0.2% of all Louisiana filings and 0.003% of the entire nation. Madison Parish had a combined total federal tax liability of $21,023,000 on earned income of $129,403,000. Other notable statistics from Madison Parish were 120 unemployment claims which collected a total of $423,000 and 410 charitable contributions valued at $2,957,000. 260 filings from Madison Parish paid a combined total of $425,000 in property taxes and 270 filings paid $1,576,000 on mortgage interest costs.

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13.4% of the Madison Parish population has a college level Bachelors degree or higher. 24.7% have less than a highschool diploma level education.

Approximately 41% of Madison Parish voted in the presidential election of 2016. This represents a decrease from the 2012 election by 455 votes.
At $29,507 the median income is 63.8% of the Louisiana average. An estimated 310 people claimed to be unemployed last year in Madison Parish, the equivalant of around 8.1% of the county population. This represents a decrease in the level of unemployment from the previous year's value of 8.9%.

Top 15 Industries in Madison Parish .
Total # Employed	Industry Job Type
1,145	Health care and social assistance
409	Ambulatory health care services
387	Retail trade
304	Home health care services
220	Food services and drinking places
190	Restaurants and other eating places
151	Limited-service restaurants
139	Gasoline stations
99	Other gasoline stations
90	Wholesale trade
72	Grocery stores
58	Finance and insurance
56	Transportation and warehousing
54	Credit intermediation and related activities
41	Truck transportation

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