As of the census of 2000, there were 2,930 people, 945 households, and 675 families residing in the county. The population density was 2 people per square mile (1/km²). There were 1,173 housing units at an average density of 1 per square mile (0/km²). The racial makeup of the county was 50.07% White, 0.03% Black or African American, 47.85% Native American, 0.03% Asian, 0.03% Pacific Islander, 0.14% from other races, and 1.84% from two or more races. 0.41% of the population were Hispanic or Latino of any race.
There were 945 households out of which 38.60% had children under the age of 18 living with them, 51.40% were married couples living together, 14.70% had a female householder with no husband present, and 28.50% were non-families. 25.20% of all households were made up of individuals and 11.90% had someone living alone who was 65 years of age or older. The average household size was 3.08 and the average family size was 3.73.
In the county, the population was spread out with 36.50% under the age of 18, 8.00% from 18 to 24, 23.60% from 25 to 44, 20.30% from 45 to 64, and 11.60% who were 65 years of age or older. The median age was 31 years. For every 100 females there were 98.80 males. For every 100 females age 18 and over, there were 95.40 males.
The median income for a household in the county was $23,945, and the median income for a family was $25,161. Males had a median income of $22,460 versus $17,895 for females. The per capita income for the county was $9,981. About 29.50% of families and 36.50% of the population were below the poverty line, including 46.10% of those under age 18 and 20.10% of those age 65 or over. The county's per-capita income makes it one of the poorest counties in the United States.