In 1873 he married Mary Emma Barrett, the daughter of Capt. William W. Barrett, an officer in the Confederate army. Their daughter, Mary Ethel Blanchard, married Leonard Rutherford Smith.
Political career
Blanchard was elected as a Democrat to the 47th and to the six succeeding Congresses and served from March 4, 1881, until his resignation, effective March 12, 1894. While in the House of Representatives, he was chairman of the Committee on Rivers and Harbors (50th through 53rd Congresses). He was appointed and subsequently elected as a Democrat to the U.S. Senate to fill the vacancy caused by the resignation of Edward Douglass White, who was appointed to the United States Supreme Court. Blanchard served in the Senate from March 12, 1894, to March 3, 1897; he was not a candidate for a full term in 1896. While in the Senate, Blanchard was chairman of the Committee on Improvement of the Mississippi River and its Tributaries (Fifty-third Congress).
Elected associate justice of the Louisiana Supreme Court, Blanchard served from 1897 to 1903, when he resigned. Blanchard became the Democratic nominee for governor in 1904. He was elected and was governor from 1904 to 1908, and thereafter resumed the practice of law in Shreveport.
In 1913, Blanchard was again a member of the State constitutional convention, this time serving as president. He died in Shreveport in 1922 and was interred at Greenwood Cemetery.