The RDO organized in the latter days of Reconstruction, toward the end of Republican Party control of the city.
In 1896 RDO lent its support to the reelection of Governor Murphy J. Foster in order to stop a biracial alliance between the Republican Party and the Populists behind the candidacy of John N. Pharr.