Time estimates are approximate averages for English-speaking adult learners, based on research by the US Foreign Service Institute and community data from language learning forums. Mandarin is classified as a Category IV language (the most difficult for English speakers), requiring roughly 2,200 class hours for professional proficiency. Individual rates vary widely based on prior language experience, study quality, and immersion.
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