Selena Gomez and The Chainsmokers’ Drew Taggart Spark Dating Rumors After Being Spotted at Bowling Alley

Selena Gomez and Andrew “Drew” Taggart are spending time together.

In photos obtained by the New York Post’s Page Six on Tuesday, the 30-year-old “Same Old Love” singer and The Chainsmokers member, 33, were spotted bowling together Sunday at New York City’s The Gutter.

A source tells PEOPLE that Gomez and Taggart — who were dressed in casual attire — were amongst “a group.” The Only Murders in the Building star can be seen holding an orange bowling ball with Taggart nearby.

Representatives for Gomez and Taggart did not immediately respond to PEOPLE’s requests for comment.