Taylor Swift & Calvin Harris Double Date with Rosie Huntington-Whiteley & Jason Statham

On Tuesday night, the American singer-songwriter and actress behind the hit song 'Bad Blood' - Taylor Swift and Calvin Harris (the Scottish DJ, singer, record producer and remixer) managed to be in the same town, as the Hollywood couple enjoying their dinner together.

But, instead of settling for a table for two, Taylor Swift and Calvin Harris appeared to have welcomed another celebrity couple into the mix.

Photographers spotted the 'Shake It Off' singer exiting the Palm Restaurant in Beverly Hills Tuesday night donning black skinny jeans and a leather jacket.

And just minutes later, the English model and actress who is famous for her work for lingerie retailer Victoria's Secret - Rosie Huntington-Whiteley and boyfriend Jason Statham (English actor, former diver and martial artist) walked out holding hands.

But by the time Rosie Huntington-Whiteley and boyfriend Jason Statham arrived, Calvin Harris had already left from a side entrance. And some of Taylor Swift's fans spotted Calvin Harris' manager walking out of theBeverly Hills restaurant.

However, with all of the "Shake It Off" singer's famous friends, this may not be the biggest surprise to see Taylor Swift mixing together with a few famous faces over dinner.

As this past summer, the celebrity couple Taylor Swift and Calvin Harris met up with the American singer, actor and a member of the pop-rock band Jonas Brothers - Joe Jonas and Gigi Hadid (American fashion model and television personality) for some quality time at the ultra-private Soho House in Hollywood.

And earlier this month, the American fashion model and Victoria's Secret Angel - Martha Hunt, admitted that she has been on plenty of group dates with the A-list couple.

Supermodel Martha Hunt said of Calvin Harris, "He's fabulous," "I've been on a lot of group dates, that's for sure!" Oh, to be a fly on the wall during these evenings."

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