The crime happened on October 4 at about 12:40 p.m. in the tunnel between the CTA Red Line and Blue Line at Jackson, police said.
Police said the suspect approached a pregnant woman from behind, grabbed her purse and aggressively threw her to the ground and into the wall.
The suspect allegedly fled on a bicycle.
Anyone with information is urged to contact Chicago police.
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