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Disclaimer
Mandarin Loop is educational content for language learners. It is not an official exam authority, immigration service, legal advisor, or translation certification provider.
Language accuracy
We aim for practical Mandarin, but language has regional and contextual variation. If you spot an issue, send a correction with context.
Generated data
Character frequency order uses HanziDB/Jun Da data. Readings, definitions, and examples are enriched from CC-CEDICT and may be refined through editorial overrides. Lessons and examples are written to explain usage in context.
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