A cheer went up from a small group of Argyle supporters watching the announcement live on the big screen in the city centre as it was made in London, just after 3pm.
Plymouth bid chairman Doug Fletcher said: "This is really fantastic news for the people of Plymouth, Devon and Cornwall.
"Ours was a people's bid and it was the people of Devon and Cornwall that won it for Plymouth."
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