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You will need to apply for a visa, but it looks like you can apply for an e-visa here.
From the FAQs, they say to check on whether you are eligible by starting a new application. Once you enter your country of citizenship/passport and the type of passport, the site says that a Nigerian citizen on an ordinary passport can get an e-visa.