Parlby is a surname. Notable people with the surname include:
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Irene Parlby (1868–1965), Canadian women's farm leader, activist, and politician
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Joshua Parlby (1855–?), English football manager
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Thomas Parlby (1727–1802), British civil engineering contractor
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William Hampton Parlby (1801–1881), British Army officer
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