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The Japan National Tourism Organization lists the Philippines as a country that doesn't have a Reciprocal Visa Exemption Arrangement, requiring you to apply for a visa.
You can find more information about what's required and how to apply for a visa for Philippine Nationals on the Ministry of Foreign Affairs website.