| | Taylorsville, MS | Shirley, AR | United States |
| Population | 1,917 | 315 | 329,725,481 |
| Female Population | 57.3% | 47.9% | 50.5% |
| Male Population | 42.7% | 52.1% | 49.5% |
| Median Age | 32.7 | 40.8 | 38.4 |
| space3 | | | |
| Population - 2010 | 1,349 | 291 | 309,327,143 |
| Population - 2000 | 1,341 | 337 | 285,036,114 |
| Population - 1990 | 1,412 | 363 | 251,960,433 |
| Pop. 2000 to Now | -7.5% | -18.1% | 15.6% |
| Pop. 1990 to Now | -12.1% | -24.0% | 30.8% |
| space4 | | | |
| Population Density | 497.0 | 130.9 | 93.4 |
| Land Area | 3.9 | 2.4 | 3,531,905.4 |
| Water Area | 0.0 | 0.1 | 264,836.8 |
| space | | | |
| Est. Total Population By Age | | | |
| | Taylorsville, MS | Shirley, AR | United States |
| Age 0 to 4 | 11.9% | 9.5% | 5.9% |
| Age 5 to 9 | 3.6% | 1.0% | 6.1% |
| Age 10 to 14 | 1.8% | 5.1% | 6.6% |
| Age 15 to 17 | 1.8% | 1.9% | 3.9% |
| Age 18 to 20 | 8.6% | 11.1% | 4.0% |
| Age 21 to 24 | 8.5% | 7.9% | 5.2% |
| Age 25 to 34 | 20.8% | 7.6% | 13.8% |
| Age 35 to 44 | 3.2% | 8.6% | 12.9% |
| Age 45 to 54 | 9.3% | 20.0% | 12.6% |
| Age 55 to 59 | 4.0% | 6.0% | 6.7% |
| Age 60 to 64 | 6.7% | 7.0% | 6.3% |
| Age 65 to 74 | 10.9% | 7.6% | 9.6% |
| Age 75 to 84 | 6.9% | 6.7% | 4.5% |
| Age 85 and over | 2.0% | 0.0% | 1.9% |
| space1 | | | |
| Race | | | |
| | Taylorsville, MS | Shirley, AR | United States |
| White | 54.5% | 99.4% | 59.4% |
| Black | 43.5% | 0.0% | 12.2% |
| Asian | 0.0% | 0.0% | 5.6% |
| Native American | 0.0% | 0.0% | 0.6% |
| Hawaiian, Pacific Islander | 0.0% | 0.0% | 0.2% |
| Other | 0.9% | 0.0% | 0.4% |
| Two or More Races | 0.8% | 0.0% | 3.2% |
| Hispanic | 0.4% | 0.6% | 18.4% |
| space2 | | | |
| Marriage & Family | | | |
| | Taylorsville, MS | Shirley, AR | United States |
| Married Population | 41.1% | 43.2% | 49.8% |
| Currently Married | 40.1% | 40.6% | 48.0% |
| Married but Separated | 1.0% | 2.6% | 1.8% |
| Single Population | 58.9% | 56.8% | 50.2% |
| Never Married | 38.4% | 40.6% | 33.8% |
| Divorced | 8.2% | 10.5% | 10.8% |
| Widowed | 12.3% | 5.6% | 5.6% |
| space5 | | | |
| Household Size | 2.91 | 2.60 | 2.60 |
| Households | 654 | 121 | 124,010,992 |
| Family Households | 448 | 77 | 80,755,759 |
| Married couple, w/children | 22.5% | 3.9% | 30.5% |
| Married couple, no children | 42.0% | 50.6% | 42.9% |
| Non Family Households | 206 | 44 | 43,255,233 |
| Single householder, w/children | 16.5% | 39.0% | 15.8% |
| Single householder, no children | 19.0% | 6.5% | 10.8% |