| Statistic | Cleveland | Missouri | National |
| Population | 784 | 6,137,428 | 328,239,523 |
| Population density (sq mi) | 530 | 90 | 91 |
| Median age | 45.9 | 38.3 | 37.7 |
| Male/Female ratio | 0.9:1 | 1.0:1 | 1.0:1 |
| Married (15yrs & older) | 53% | 57% | 55% |
| Families w/ Kids under 18 | 45% | 42% | 43% |
| Speak English | 92% | 94% | 79% |
| Speak Spanish | 8% | 3% | 13% |
| Race | Cleveland | Missouri | National |
| White | 90.43% | 82.53% | 73.35% |
| Black | 0.00% | 11.58% | 12.63% |
| Asian | 0.00% | 1.78% | 5.22% |
| American Indian | 0.89% | 0.42% | 0.82% |
| Native Hawaiian | 0.89% | 0.11% | 0.18% |
| Mixed race | 0.13% | 2.44% | 3.06% |
| Other race | 7.65% | 1.13% | 4.75% |
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