In 1899, Ransdell was elected as a Democrat to the Fifty-sixth Congress to fill the vacancy created by the death of Samuel Thomas Baird.
T. H. Harris, the long-term Louisiana state superintendent of education, called Ransdell "one of the most lovable and distinguished citizens of the United States.