Fumiko Yoneyama (; 25 April 1902 – 2 January 1998) was a Japanese politician. She was one of the first group of women elected to the House of Representatives in 1946.Otsuka Kiyoe (2008) Japanese Women's Legislative and Administrative Reforms in the Postwar Era Bulletin of the Faculty of Education, Kagoshima University

Biography Yoneyama was born in the Kojimachi ward of Tokyo in 1902. She attended Tokyo Women's Normal School, after which she worked as a primary school teacher. She married Hachiya Yoneyama and the couple were evacuated to Akayu in Yamagata Prefecture in 1944.

In 1945 she retired from teaching and joined the new Chudokai (Middle Way Society) party established by her husband and became head of its women's section. She contested the 1946 general elections as a Chudokai candidate in Yamagata, and was elected to the House of Representatives.Analysis of the 1946 Japanese General Election United States Department of State, 1946, p125 She ran for re-election in 1947 as a Democratic Party candidate, but was unsuccessful.

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