This was 17.7 percent lower than the state average of 41.9 percent. In 2020 the total municipality population reached 4,114.
86.4 percent of the population had at least a high school diploma or the equivalent.
Degree distribution in Elroy for 2020*
| Degree | Number of people | Percentage of population |
|---|---|---|
| No degree | 334 | 13.6 |
| Regular high school diploma | 698 | 28.4 |
| GED or alternative credential | 96 | 3.9 |
| Some college, less than 1 year | 199 | 8.1 |
| Some college, 1 or more years, no degree | 538 | 21.9 |
| Associate's degree | 345 | 14 |
| Bachelor's degree | 190 | 7.7 |
| Master's degree | 49 | 2 |
| Professional school degree | 0 | 0 |
| Doctorate degree | 12 | 0.5 |
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