Frank Anderson can refer to any of the following:
- Frank Hartley Anderson (1891–1947), landscape architect and artist
- Frank Y. Anderson (1851–1932), land agent for the Alabama Great Southern Railway
- Frank Y. Anderson, Jr (born 1880s), his son
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