No, New Jersey (NJ) does not tax unemployment benefits like the federal return does. Do not file a NJ return if that is the only income from NJ.
Unemployment compensation, taxed on your federal return, is taxable to South Carolina (SC) if it was received while a resident of South Carolina.
@NJ SC Tax
[Edited: 03/30/2024 | 2:10 PM PST]