Pendleton was shot in killed in Chicago just days after performing at President Obama's second inauguration in 2013.
The ride starts in Nichols Park Friday evening.
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People will meet at 5:45 p.m. and the ride starts at 6:15 p.m.
Cyclists are asked to wear orange to raise awareness of gun violence.