A person is transported from the scene of a shooting in Tallahassee, Fla.
Three of the five injured in the attack at Hot Yoga studio in Tallahassee are in a critical condition.
DeLeo said police haven't identified the shooter and are asking for anyone who saw something unusual around the time of the shooting to contact police.
The videos contained complaints about how black people dress and speak and said women who date black men were "whores".
On Saturday, Buzzfeed News reported that Beierle had uploaded a series of racist and misogynist videos to YouTube in 2014, and that he had also posted songs on SoundCloud in the past few months.
In one video, the man said promiscuous women deserved to be crucified and he suggested putting up land mines to keep people from crossing into the USA from Mexico.
He killed himself at the scene on Friday.
Image: Scott Paul Beierle, 40, has been identified as the gunman by police. "We're all very saddened and shocked by the events that occurred", said Michael DeLeo, Tallahassee's police chief.
Witnesses at the shopping center described how people who had been in the studio, including one who was bleeding, ran away, seeking shelter in nearby bars and restaurants as shots rang out.
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City spokeswoman Alison Faris tells news outlets that the suspect fatally shot himself.
'No act of gun violence is acceptable. "This monster ruined it".
Beierle, who was staying at a local hotel prior to the shooting, was visiting the city but he was not a complete stranger to Florida's capital.
He was a brooding military veteran and former teacher, who appeared to have made videos in which he detailed his hatred of everything from the Affordable Care Act to girls who'd allegedly mistreated him in middle school.
Beierle had been arrested and charge in 2016 with battery after he grabbed a woman's buttock and slapped her at the pool in an apartment complex.
"I don't think a female can ever understand the societal pressure that's put on an adolescent male to unburden himself of this stigma that society's put on him", he said.
"As an instructor when you start every class, you ask students to close their eyes to relax, because you're in such a safe space", said Amanda Morrison, a 35-year-old yoga instructor in Tallahassee. "It's kind of off the beaten path", Miller says. The report shows that her account was corroborated by video evidence, and Beierle was charged with "Battery Touch or Strike".
Dr. Nancy Van Vessem, 61, and Maura Binkley, 21, were named as the two people who sadly died and both had links to Florida State University.
Binkley was a courageous and kind college student who was known for her compassion. Two other shooting victims and a man who was pistol-whipped by Beierle were treated and released. The AP also reported that Beierle was banned from FSU's campus in 2014.