It was a scary scene Saturday in Philadelphia as witnesses recorded cellphone video of a man holding a gun walking down the sidewalk. Moments before, police said the man started shooting into a door and outside an Airbnb.

"Six pops right in a row, no hesitation, no breaks," one witness said.

The shooting happened around 6:20 p.m. Saturday in the 300 block of North 13th Street near Callowhill. Evidence markers covered the ground, and witnesses said they ducked for cover and ran into a nearby hotel.

"Looked out the window and saw the gentleman walking away," the witness said. "Our boys in blue were here on sight within two minutes, blocked off all the roads."

According to police, an argument erupted between the alleged shooter and two men as they were leaving a show at a nearby music venue. The argument then spilled onto 13th Street, where the men were staying at an Airbnb, and police said the gunman fired at least 11 shots.

"Police were then called to South 13th Street, where we found two victims, both were shot in the legs inside the property," Capt. Shaun Butts said.

Police identified the gunman Monday as 25-year-old Nathaniel Mezache from Jeffersonville, Pennsylvania. Mezache is charged with attempted murder, aggravated assault, simple assault, recklessly endangering another person and related offenses.

"It's just like scary," Sarah Volz said.

Volz was returning home as police blocked off the area and searched for evidence. She wasn't allowed inside her apartment.

"I literally just resigned my lease, but I feel like I need to be more careful now," Volz said.

According to police, both shooting victims, a 33-year-old man and a 32-year-old man, were taken to nearby hospitals and are stable.

Police said the shooter was quickly arrested, and a handgun was recovered. He was also taken to the hospital for an injury that happened during the argument with the victims.

Detectives are still piecing together exactly what happened, and said the investigation is ongoing.