Chandler upset many in the black community by voting against an anti-lynching bill soon after taking office. The bill levied fines against local governments and individual government officials in counties in which illegal lynchings had occurred. Of his vote against the bill, Chandler remarked, "I am against lynching by anybody and of anybody, black or white, but the present bill carries penalties on local officials and local subdivisions which I think are too severe." The bill passed in the House of Representatives but died in the Senate. Later, Chandler joined with Southern senators in opposing the repeal of poll taxes, which had been long used as a mechanism to prevent blacks from voting.