The police also said that the U.S. Capitol Building has been locked down as a precautionary measure.
The Capitol Police were also investigating a suspicious package found on the lower West Terrace of the building.
Speculation on social media Twitter suggested, the shooter was a protester holding a sign "Tax the 1 percent." Some witnesses said he shot himself, which has not been confirmed by authorities.