Hello JA Guest,
The tax status that you claim for withholding purposes has nothing to do with your eligibility for unemployment benefits.
As long as you were working for an employer who paid in to the unemployment compensation fund, then if you have been laid off you should be eligible for benefits, regardless of whether any taxes had been withheld from your checks.
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Thank you JA Guest