Taylor Swift has been spotted canoodling Scottish DJ Calvin Harris, fuelling rumours the pair are an item.

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Fans captured the country-pop sensation cuddling and holding hands with Harris after her surprise guest appearance at Kenny Chesney’s Nashville concert on the weekend, News.com.au reports.

Albeit grainy, footage of the pair leaving the concert hand-in-hand has also been obtained by TMZ.

According to TMZ, Swift and Harris were spotted together earlier in the week, and Taylor hit up one of Harris’ Las Vegas shows this month.

Taylor and Calvin Harris. (Be cool) pic.twitter.com/v4ynFWiBwU

— TaylorTunes (@TaylorTunes) March 27, 2015