It marked a first point earned by manager Igor Tudor at Spurs and eased pressure on Spurs, which still sit a point above the bottom three.
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Afterwards, Spence said: "Richy was great.
"He's scored a lot of goals for us this season like that. He's brought us back in a lot of games, so we're happy with him and he's a great player."
The defender added: "Happiness, relief. It's massive for us. We need to get as many points as we can."