Many spent their Friday afternoon on the trail or sitting by the river.
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"It's gorgeous. The trees are starting to bloom," said Paul Donahue.
"[I] love being out here," said Robert Foat. "Love jogging, love the scene, just the river and just being in nature."
But now some said they'll be extra cautious after a woman was assaulted on Thursday afternoon.
Philadelphia police said a 29-year-old woman was approached by a man at Kelly Drive and Fountain Green Drive around 5:15 p.m.
Detectives said the man asked for a lighter and then hit her in the face with a piece of wood.
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They said the suspect ran away from the scene, and the woman was treated at the hospital.
"I feel bad for the girl that got hit, and I want them to catch that criminal," said Malaiza Soljour.
"It's pretty surprising," said Tasha Gear. "It seems pretty calm here. I wouldn't expect something like that."
"I'm horrified to hear about that because normally it's a very peaceful park; people are very friendly," said Foat.
Visitors would also like to see more security.
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"I just pray more police patrol this area to make sure something like that doesn't happen," said Foat.
"I'm hoping for the best," said Bethley Soljour. "I'm hoping for a better Philadelphia and less violence."
Police believe the suspect is in his 30s. He was last seen wearing a brown/green coat and brown beanie at the time.
If you have any information, contact police at 215-686-TIPS.