HIGHLAND PARK, Ill. (NewsNation) — The man charged with killing seven people at an Independence Day parade confessed to police that he unleashed a hail of bullets from a rooftop in suburban Chicago and then fled to the Madison, Wisconsin, area, where he contemplated shooting up an event there, authorities said Wednesday.

Robert Crimo III, 21, turned back to Illinois, where he was later arrested after deciding he was not prepared to pull off a shooting in Wisconsin, Lake County Major Crime Task Force spokesman Christopher Covelli said.

An Illinois judge ordered Crimo to be held without bail. Police found the shells of 83 bullets and three ammunition magazines on the rooftop that he fired from, Lake County Assistant State’s Attorney Ben Dillon said in court.

Lake County State’s Attorney Eric Rinehart said Crimo, if convicted of the first-degree murder charges, would receive a mandatory life sentence without the possibility of parole. He promised that dozens more charges would be sought.

A spokesman for the Lake County Major Crime Task Force said the suspect, who was arrested late Monday, used a rifle “similar to an AR-15” to spray more than 70 rounds from atop a commercial building into a crowd that had gathered for the parade in Highland Park, an affluent community of about 30,000 on the Lake Michigan shore.

The Lake County, Illinois Major Crimes Task Force released this picture Wednesday night. They say this is the weapon found in Crimo’s car.

The suspect legally bought five weapons, including the high-powered rifle used in the shooting, despite authorities being called to his home twice in 2019 for threats of violence and suicide, police said.

More than three dozen other people were wounded in the attack, which task force spokesman Christopher Covelli said the suspect had planned for several weeks.

The assault happened less than three years after police went to the suspect’s home following a call from a family member who said he was threatening “to kill everyone” there. Covelli said police confiscated 16 knives, a dagger and a sword, but said there was no sign he had any guns at the time, in September 2019.

Police in April 2019 also responded to a reported suicide attempt by the suspect, Covelli said.

The suspect legally purchased the rifle used in the attack in Illinois within the past year, Covelli said. In all, police said, he purchased five firearms, which were recovered by officers at his father’s home.

The revelation about his gun purchases is just the latest example of young men who were able to obtain guns and carry out massacres in recent months despite glaring warning signs about their mental health and inclination to violence.

Illinois state police, who issue gun owners’ licenses, said the suspect applied for a license in December 2019, when he was 19. His father sponsored his application.

At the time, “There was insufficient basis to establish a clear and present danger” and deny the application, state police said in a statement.

Investigators who have interrogated the suspect and reviewed his social media posts have not determined a motive or found any indication that he targeted victims by race, religion or other protected status, Covelli said.

Earlier in the day, FBI agents peeked into trash cans and under picnic blankets as they searched for more evidence at the scene. The shots were initially mistaken for fireworks before hundreds of revelers fled in terror.

A day later, baby strollers, lawn chairs and other items left behind by panicked parade goers remained inside a wide police perimeter. Outside the police tape, some residents drove up to collect blankets and chairs they abandoned.

David Shapiro, 47, said the gunfire quickly turned the parade into “chaos.”

“People didn’t know right away where the gunfire was coming from, whether the gunman was in front or behind you chasing you,” he said Tuesday as he retrieved a stroller and lawn chairs.

The suspect initially evaded capture by dressing as a woman and blending into the fleeing crowd, Covelli said.

The shooting was just the latest to shatter the rituals of American life. Schools, churches, grocery stores and now community parades have all become killing grounds in recent months. This time, the bloodshed came as the nation tried to celebrate its founding and the bonds that still hold it together.

A police officer pulled over the suspect north of the shooting scene several hours after police released his photo and warned that he was likely armed and dangerous, Highland Park Police Chief Lou Jogmen said.

His father, Bob, a longtime deli owner, ran for mayor in 2019. The candidate who won that race, current Highland Park Mayor Nancy Rotering, said she knew Crimo as a boy in Cub Scouts.

“And it’s one of those things where you step back and you say, ‘What happened?” Rotering told NBC’s “Today” show. “How did somebody become this angry, this hateful, to then take it out on innocent people who literally were just having a family day out?”

Crimo’s attorney, Thomas A. Durkin, a prominent Chicago-based lawyer, said he intends to enter a not guilty plea to all charges.

Asked about his client’s emotional state, Durkin said he has spoken to Crimo only once — for 10 minutes by phone. He declined to comment further.

Steve Greenberg, the lawyer for the parents, said Tuesday evening the parents aren’t concerned about being charged with anything related to their son’s case.

“There is zero chance they will be charged with anything criminal,” he said. “They didn’t do anything wrong. They are as stunned and shocked as anyone.”

The shooting occurred at a spot on the parade route where many residents had staked out prime viewing points early in the day.

Among them was Nicolas Toledo, who was visiting his family in Illinois from Mexico, and Jacki Sundheim, a lifelong congregant and staff member at nearby North Shore Congregation Israel. The Lake County coroner released the names of four other victims. On Wednesday, The Cook County Medical Examiner’s Office identified Eduardo Uvaldo, 69, as the seventh victim.

Since the start of the year, the U.S. has seen 15 shootings where four or more people were killed, including the one in Highland Park, according to The Associated Press/USA TODAY/Northeastern University mass killing database.

Scores of smaller-scale shootings in nearby Chicago also left eight people dead and 60 others wounded over the July 4 weekend.

In 2013, Highland Park officials approved a ban on semi-automatic weapons and large-capacity ammunition magazines. A local doctor and the Illinois State Rifle Association quickly challenged the liberal suburb’s stance. The legal fight ended at the U.S. Supreme Court’s doorstep in 2015 when justices declined to hear the case and let the suburb’s restrictions remain in place.

Under Illinois law, gun purchases can be denied to people convicted of felonies, addicted to narcotics or those who are termed “mental defectives” and capable of harming themselves or others. That might have stopped a suicidal Crimo from getting a weapon.

But under the law, just who is a “mental defective” must be decided by “a court, board, commission or other legal authority.”

The state has a so-called red flag law designed to stop dangerous people before they kill, but it requires family members, relatives, roommates or police to ask a judge to order guns seized.

Crimo, who goes by the name Bobby, was an aspiring rapper with the stage name Awake the Rapper, posting on social media dozens videos and songs, some ominous and violent.

In one animated video since taken down by YouTube, Crimo raps about armies “walking in darkness” as a drawing appears of a man pointing a rifle, a body on the ground and another figure with hands up in the distance.

Federal agents were reviewing Crimo’s online profiles, and a preliminary examination of his internet history indicated that he had researched mass killings and had downloaded multiple photos depicting violent acts, including a beheading, a law enforcement official said.

The official could not discuss details of the investigation publicly and spoke to The Associated Press on condition of anonymity.

Vice President Kamala Harris, who had been in Chicago to address the National Education Association’s annual meeting Tuesday, visited the site of the shooting to offer condolences to first responders and local officials.

“The whole nation should understand and have a level of empathy, to understand that this can happen anywhere, in any peace-loving community,” Harris said in brief comments to reporters in Highland Park.

“And we should stand together and speak out about why it’s got to stop.”

Shapiro, the Highland Park resident who fled the parade with his family, said his 4-year-old son woke up screaming later that night.

“He is too young to understand what happened,” Shapiro said. “But he knows something bad happened.”

The Associated Press contributed to this report.