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Similar offering suite from Microsoft,

I wonder how they compare.

AFAICT, the MS offering looks pretty basic by comparison [0]. No named entity recognition or sentiment analysis.

Through a combination of cognitive API sentiment analysis and entity recognition is also supported.

Open Calais has been there for quite some time