Meanwhile, U.S. Sen. Cory Booker won another six-year term, the AP says.
New Jersey hasn't elected a GOP candidate for U.S. Senate in 48 years, and hasn't voted for a Republican president in 32 years.
The AP called Biden's New Jersey win as polls closed around 8 p.m.
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