| Statistic | Harper | Iowa | National |
| Population | 96 | 3,155,070 | 328,239,523 |
| Population density (sq mi) | 1,085 | 57 | 91 |
| Median age | 26.0 | 38.0 | 37.7 |
| Male/Female ratio | 0.4:1 | 1.0:1 | 1.0:1 |
| Married (15yrs & older) | 44% | 60% | 55% |
| Families w/ Kids under 18 | 72% | 44% | 43% |
| Speak English | 100% | 92% | 79% |
| Speak Spanish | 0% | 4% | 13% |
| Race | Harper | Iowa | National |
| White | 85.42% | 90.90% | 73.35% |
| Black | 1.04% | 3.32% | 12.63% |
| Asian | 1.04% | 2.14% | 5.22% |
| American Indian | 1.04% | 0.32% | 0.82% |
| Native Hawaiian | 0.00% | 0.08% | 0.18% |
| Mixed race | 11.46% | 1.97% | 3.06% |
| Other race | 0.00% | 1.27% | 4.75% |
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