The ParallelDots Multilingual Sentiment Analysis API can help you understand the underlying tone of the message for sentences in portuguese,spanish and chinese.
ParallelDots plans additional language support in the future. Please be sure to check their API page for additional language updates at https://www.paralleldots.com/multilingual-sentiment-analysis.
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