Hey @sukinova, welcome to Discourse!
Currently, the sentiment analysis in Discourse is very simple and straightforward.
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Every post on Discourse is classified on sentiment
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We offer a sentiment over time visualization on the dashboard
Here is how it looks:
This year we plan on expanding that, to allow community managers to drill down and see sentiment per category, tag, topic, etc. in our reports page.
If you have any requirements not covered by those I’d be eager to hear!