Machete allegedly swung at police investigating Sydney crime rampage [Video]

Two teenagers have been arrested and another three are on the run following a violent alleged crime spree across Sydney.

Armed with baseball bats and a machete, the group allegedly stormed homes and businesses during what police say was a “cowardly” rampage.

A 28-year-old man was beaten when the gang allegedly broke into his Chester Hill home about 7pm on Thursday.

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One witness told 7NEWS they heard “screaming and yelling”.

The group allegedly stole two mobile phones before fleeing in a small blue Holden Barina hatchback.

Later, just before 10pm, a 62-year-old brothel owner was dragged to the ground and punched while others searched his Villawood business for cash. Police were told the gang made off with money and left in a hatchback.

The victim was treated by paramedics for facial injuries and was taken to Auburn Hospital.