Dominique Kimani Kiki Oglesby was 23 and a senior at Penn State Harrisburg when she was killed in West Philadelphia on March 18, 2018. That afternoon she had attended church and stopped at the Galaxy West Bar & Grill on the 5200 block of Market Street for food. A fight between Dominique and another woman inside the venue escalated into a larger melee that spilled outside. Family members who came to help—her father, Fareed Oglesby, and grandfather, Stephen Bass—were both shot and survived. Dominique was shot in the back, taken to Penn Presbyterian Medical Center, and pronounced dead that evening. She was described as quiet, respectful, loving, and close to her younger brother, and was only weeks from graduating.

In the weeks after the shooting police sought Julius Scott; a report in April 2018 said he was wanted in the case and may have been driving a green 1997 Mercury Grand Marquis. U.S. Marshals arrested Scott on May 16, 2018, on the 5700 block of Pine Street. Some coverage called him the suspected gunman, but other reports said he was arrested on firearms offenses related to the incident and not charged with the shooting itself.