Self employed

Thank you! Is this true even if I have an EIN? I get notices from the city saying that I may lose my Seller's Permit if I don't file my business taxes. However, what I'm hearing is that if I have a Sole Proprietorship, I don't need to file City/County business taxes. I would only need to include the income from my SP on my Federal Taxes. Is this correct?