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Caneyville is a small city located in the County of Grayson. It has a total area of about 4.3 sq. kms. It is located at an elevated height of about 493 ft. from the ground level. A major part of the local population is white; they remain economically engaged with transportation and the tourism sector. The Resort Park of Rough River Dam located nearby attracts a large number of nature loving tourists in the area. There is also the Pine Knob Theater and these attract a visitors from nearby towns and cities. Tourism also helps in the growth of other related industries and helps the region to develop economically.
| Label | Estimate | Margin of Error | Percent | Percent Margin of Error |
 SEX AND AGE |
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| Total population |
672 | ±190 | 672 | (x) |
| Male | 294 | ±84 | 44% | ±6 |
| Female | 378 | ±121 | 56% | ±6 |
| Sex ratio (males per 100 females) | 78 | ±18 | (x) | (x) |
| Under 5 years | 37 | ±33 | 6% | ±4 |
| 5 to 9 years | 54 | ±34 | 8% | ±4 |
| 10 to 14 years | 91 | ±83 | 14% | ±10 |
| 15 to 19 years | 31 | ±20 | 5% | ±3 |
| 20 to 24 years | 47 | ±38 | 7% | ±5 |
| 25 to 34 years | 56 | ±34 | 8% | ±5 |
| 35 to 44 years | 128 | ±71 | 19% | ±9 |
| 45 to 54 years | 65 | ±36 | 10% | ±5 |
| 55 to 59 years | 48 | ±29 | 7% | ±5 |
| 60 to 64 years | 23 | ±15 | 3% | ±2 |
| 65 to 74 years | 41 | ±21 | 6% | ±3 |
| 75 to 84 years | 37 | ±38 | 6% | ±6 |
| 85 years and over | 14 | ±11 | 2% | ±2 |
| Median age (years) | 36 | ±6 | (x) | (x) |
| Under 18 years | 201 | ±126 | 30% | ±13 |
| 16 years and over | 476 | ±105 | 71% | ±13 |
| 18 years and over | 471 | ±105 | 70% | ±13 |
| 21 years and over | 456 | ±102 | 68% | ±13 |
| 62 years and over | 104 | ±46 | 16% | ±9 |
| 65 years and over | 92 | ±44 | 14% | ±8 |
| 18 years and over |
471 | ±105 | 471 | (x) |
| Male | 194 | ±50 | 41% | ±6 |
| Female | 277 | ±70 | 59% | ±6 |
| Sex ratio (males per 100 females) | 70 | ±18 | (x) | (x) |
| 65 years and over |
92 | ±44 | 92% | (x) |
| Male | 35 | ±18 | 38% | ±19 |
| Female | 57 | ±38 | 62% | ±19 |
| Sex ratio (males per 100 females) | 61 | ±58 | (x) | (x) |
| RACE |
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| Total population |
672 | ±190 | 672 | (x) |
| One race | 617 | ±154 | 92% | ±11 |
| Two or more races | 55 | ±80 | 8% | ±11 |
| One race |
617 | ±154 | 92% | ±11 |
| White | 616 | ±154 | 92% | ±11 |
| Black or African American | 0 | ±12 | 0% | ±5 |
| American Indian and Alaska Native |
1 | ±2 | 0% | ±0 |
| Cherokee tribal grouping | 1 | ±2 | 0% | ±0 |
| Chippewa tribal grouping | 0 | ±12 | 0% | ±5 |
| Navajo tribal grouping | 0 | ±12 | 0% | ±5 |
| Sioux tribal grouping | 0 | ±12 | 0% | ±5 |
| Asian |
0 | ±12 | 0% | ±5 |
| Asian Indian | 0 | ±12 | 0% | ±5 |
| Chinese | 0 | ±12 | 0% | ±5 |
| Filipino | 0 | ±12 | 0% | ±5 |
| Japanese | 0 | ±12 | 0% | ±5 |
| Korean | 0 | ±12 | 0% | ±5 |
| Vietnamese | 0 | ±12 | 0% | ±5 |
| Other Asian | 0 | ±12 | 0% | ±5 |
| Native Hawaiian and Other Pacific Islander |
0 | ±12 | 0% | ±5 |
| Native Hawaiian | 0 | ±12 | 0% | ±5 |
| Chamorro | 0 | ±12 | 0% | ±5 |
| Samoan | 0 | ±12 | 0% | ±5 |
| Other Pacific Islander | 0 | ±12 | 0% | ±5 |
| Some other race | 0 | ±12 | 0% | ±5 |
| Two or more races |
55 | ±80 | 8% | ±11 |
| White and Black or African American | 53 | ±79 | 8% | ±11 |
| White and American Indian and Alaska Native | 2 | ±4 | 0% | ±1 |
| White and Asian | 0 | ±12 | 0% | ±5 |
| Black or African American and American Indian and Alaska Native | 0 | ±12 | 0% | ±5 |
| Race alone or in combination with one or more other races |
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| Total population |
672 | ±190 | 672 | (x) |
| White | 671 | ±190 | 100 | ±0 |
| Black or African American | 53 | ±79 | 8% | ±11 |
| American Indian and Alaska Native | 3 | ±4 | 0% | ±1 |
| Asian | 0 | ±12 | 0% | ±5 |
| Native Hawaiian and Other Pacific Islander | 0 | ±12 | 0% | ±5 |
| Some other race | 0 | ±12 | 0% | ±5 |
| HISPANIC OR LATINO AND RACE |
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| Total population |
672 | ±190 | 672 | (x) |
| Hispanic or Latino (of any race) |
8 | ±12 | 1% | ±2 |
| Mexican | 8 | ±12 | 1% | ±2 |
| Puerto Rican | 0 | ±12 | 0% | ±5 |
| Cuban | 0 | ±12 | 0% | ±5 |
| Other Hispanic or Latino | 0 | ±12 | 0% | ±5 |
| Not Hispanic or Latino |
664 | ±190 | 99% | ±2 |
| White alone | 608 | ±153 | 91% | ±11 |
| Black or African American alone | 0 | ±12 | 0% | ±5 |
| American Indian and Alaska Native alone | 1 | ±2 | 0% | ±0 |
| Asian alone | 0 | ±12 | 0% | ±5 |
| Native Hawaiian and Other Pacific Islander alone | 0 | ±12 | 0% | ±5 |
| Some other race alone | 0 | ±12 | 0% | ±5 |
| Two or more races |
55 | ±80 | 8% | ±11 |
| Two races including Some other race | 0 | ±12 | 0% | ±5 |
| Two races excluding Some other race, and Three or more races | 55 | ±80 | 8% | ±11 |
| Total housing units | 305 | ±59 | (x) | (x) |
| CITIZEN, VOTING AGE POPULATION |
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| Citizen, 18 and over population |
471 | ±105 | 471 | (x) |
| Male | 194 | ±50 | 41% | ±6 |
| Female | 277 | ±70 | 59% | ±6 |
