Solanke struck in the 2-1 win.
He said, "We wanted to finish season strong, we were all raring to go.
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"We knew it would be a tough game. The three points are massive.
"We know Everton are a physical team and the pressure was going to build.
"Getting the first goal was crucial. You don't want to concede against them first because they are tough to break down.
"But we managed to get the win in the end.
"I go into every game looking to score and I get a bit disappointed when i don't. I've set small targets. Twenty is the next target id' like to hit."