 Weatherly was President of the Indiana Conference of Charities from 1911-1912 and Chairman of the Indiana Child Labor Commission from 1909-1915.He was also an active member of the Eugenics Research Association and the Indiana chapter of Phi Beta Kappa.Weatherly married Alice May Burgess in 1890.