| | Picture Rocks, AZ | Thatcher, AZ | United States |
| Population | 9,084 | 5,172 | 329,725,481 |
| Female Population | 47.5% | 51.4% | 50.5% |
| Male Population | 52.5% | 48.7% | 49.5% |
| Median Age | 50.9 | 32.2 | 38.4 |
| space3 | | | |
| Population - 2010 | 8,380 | 4,831 | 309,327,143 |
| Population - 2000 | 8,139 | 4,022 | 285,036,114 |
| Population - 1990 | 4,026 | 3,763 | 251,960,433 |
| Pop. 2000 to Now | 11.9% | 30.9% | 15.6% |
| Pop. 1990 to Now | 126.3% | 39.9% | 30.8% |
| space4 | | | |
| Population Density | 128.2 | 790.3 | 93.4 |
| Land Area | 70.8 | 6.5 | 3,531,905.4 |
| Water Area | 0.0 | 0.0 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Picture Rocks, AZ | Thatcher, AZ | United States |
| Age 0 to 4 | 4.1% | 4.6% | 5.9% |
| Age 5 to 9 | 4.9% | 4.7% | 6.1% |
| Age 10 to 14 | 5.8% | 11.3% | 6.6% |
| Age 15 to 17 | 5.0% | 6.3% | 3.9% |
| Age 18 to 20 | 1.3% | 10.9% | 4.0% |
| Age 21 to 24 | 3.6% | 6.3% | 5.2% |
| Age 25 to 34 | 11.0% | 8.4% | 13.8% |
| Age 35 to 44 | 7.6% | 11.2% | 12.9% |
| Age 45 to 54 | 11.1% | 10.9% | 12.6% |
| Age 55 to 59 | 10.1% | 3.9% | 6.7% |
| Age 60 to 64 | 11.5% | 7.9% | 6.3% |
| Age 65 to 74 | 14.0% | 9.3% | 9.6% |
| Age 75 to 84 | 8.2% | 2.8% | 4.5% |
| Age 85 and over | 1.8% | 1.5% | 1.9% |
| space1 | | | |
| Race | | | |
| | Picture Rocks, AZ | Thatcher, AZ | United States |
| White | 73.9% | 76.4% | 59.4% |
| Black | 0.3% | 0.9% | 12.2% |
| Asian | 0.3% | 0.7% | 5.6% |
| Native American | 0.0% | 0.6% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.2% | 0.2% |
| Other | 0.0% | 0.7% | 0.4% |
| Two or More Races | 1.3% | 0.1% | 3.2% |
| Hispanic | 24.3% | 20.6% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Picture Rocks, AZ | Thatcher, AZ | United States |
| Married Population | 60.7% | 54.3% | 49.8% |
| Currently Married | 59.2% | 53.1% | 48.0% |
| Married but Separated | 1.5% | 1.2% | 1.8% |
| Single Population | 39.3% | 45.7% | 50.2% |
| Never Married | 22.6% | 31.0% | 33.8% |
| Divorced | 13.0% | 11.2% | 10.8% |
| Widowed | 3.6% | 3.5% | 5.6% |
| space5 | | | |
| Household Size | 2.55 | 2.93 | 2.60 |
| Households | 3,565 | 1,675 | 124,010,992 |
| Family Households | 2,580 | 1,256 | 80,755,759 |
| Married couple, w/children | 25.4% | 39.1% | 30.5% |
| Married couple, no children | 57.7% | 44.3% | 42.9% |
| Non Family Households | 985 | 419 | 43,255,233 |
| Single householder, w/children | 8.8% | 11.9% | 15.8% |
| Single householder, no children | 8.0% | 4.8% | 10.8% |