LAS VEGAS — Investigators are looking into whether Stephen Paddock scoped out bigger music festivals in Las Vegas and Chicago – and perhaps Boston’s Fenway Park – before setting up his perch in a casino hotel and raining deadly fire on country music fans.

Paddock booked rooms overlooking the Lollapalooza festival in Chicago in August and the Life Is Beautiful show near the Vegas Strip in late September, according to authorities reconstructing his movements before he undertook the deadliest mass shooting in modern U.S. history.

It was not clear if he contemplated massacres at those sites.

Investigators looking into Paddock also came across mention of Fenway Park as well as the Boston Center for the Arts, Boston police Lt. Detective Mike McCarthy said.

The Red Sox said in a statement that they have been told there’s currently no credible threat to Fenway Park. But the team said it’s working with officials to beef up security for post season games.

The details came to light as investigators struggled to figure out why the high-stakes gambler opened fire on a crowd of 22,000 Sunday night from the 32nd floor of the Mandalay Bay hotel casino in Las Vegas. He killed 58 people and injured nearly 500 before taking his own life.

A federal official said authorities are looking into the possibility that Paddock planned other attacks, including a car bombing. The official wasn’t authorized to discuss the matter publicly and spoke to The Associated Press on condition of anonymity.

Stephen Paddock

Authorities previously disclosed that Paddock had 1,600 rounds of ammunition in his car, along with fertilizer that can be used to make explosives and 50 pounds of Tannerite, a substance used in explosive rifle targets.

Investigators have been combing through his background but remain stumped as to his motive.

The profile developed so far is of a “disturbed and dangerous” man who acquired an arsenal over decades, Sheriff Joseph Lombardo said. But investigators have been frustrated to find that he lived a “secret life,” Lombardo said, “much of which will never be fully understood.”

The weekend before the massacre, Paddock rented a room through Airbnb at the 21-story Ogden condominiums in downtown Las Vegas and stayed there during a music festival below that included Chance the Rapper, Muse, Lorde and Blink-182.

“Reasons that ran through Paddock’s mind is unknown, but it was directly at the same time as Life Is Beautiful,” the sheriff said.

Police were reviewing video shot at the high-rise to check Paddock’s movements. His renting the condo was curious because as a high-roller, he could have easily gotten a free room at one of the casino hotels on the Vegas Strip.

In early August, Paddock booked a room at Chicago’s 21-story Blackstone Hotel that overlooked the park where the Lollapalooza alternative music festival was being held, though there’s no evidence he actually stayed there, a law enforcement official said Thursday.

The official was not authorized to discuss the case publicly and spoke on condition of anonymity after being briefed on the investigation.

The hotel confirmed a Stephen Paddock made a reservation but said he never checked in.

Lollapalooza draws hundreds of thousands of music fans every year to Grant Park.

Although Paddock killed himself as a SWAT team closed in, the sheriff said it appeared he had planned to survive and had an escape plan. Lombardo would not elaborate on the plan.

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