The village was founded by Irish immigrants from New England after the famine in Ireland. These settlers, who arrived around 1860, decided to try their luck here, because these lands were still available, accessible, open and cultivable. The name Melbourne comes from the name of an English city in Derbyshire and Hampshire.
In the 2021 Census of Population conducted by Statistics Canada, Melbourne had a population of 1,096 living in 439 of its 494 total private dwellings, a change of 3.1% from its 2016 population of 1,063. With a land area of 173.93 km2 (67.15 sq mi), it had a population density of 6.3/km2 (16.3/sq mi) in 2021.[5]