Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Paste the tweet replies you want summarized or give a direct link to the tweet thread; include at least 10 replies or tell me if you want a smaller sample, and mention the language if not English
Paste the tweet replies you want summarized or give a direct link to the tweet thread; include at least 10 replies or tell me if you want a smaller sample, and mention the language if not English.
Tell me what to emphasize
main themes, frequent complaints, supportive voices, policy/legal points, technical issues, or a mix — and whether you want any notable quotes included.
Specify the desired length and format
I can produce 4–6 numbered points with one–two sentences each (default), or a shorter 2–3 point brief; if you want metrics (percent positive/negative), say so.
Example of acceptable input
paste replies as plain text or attach a CSV; example of expected output:
Users concerned about safety — most comments flagged potential risks;
Users concerned about safety — most comments flagged potential risks;
Support for policy — several users praised the new rule and suggested minor tweaks
Support for policy — several users praised the new rule and suggested minor tweaks.
Any confidentiality or moderation needs
If replies contain sensitive content, tell me to redact or exclude profanity before summarizing.
Supporting Voices
Community members who agree with this perspective
Please paste the tweet replies or provide a link to them so I can read the responses directly — screenshots are fine too
Please paste the tweet replies or provide a link to them so I can read the responses directly — screenshots are fine too.
Tell me which focus you want emphasized
sentiment (positive vs negative), top concerns, frequently repeated suggestions, or a recommended reply.
Do you want usernames anonymized or preserved, and should I highlight exact quotes or only paraphrase key points
Do you want usernames anonymized or preserved, and should I highlight exact quotes or only paraphrase key points?
After you send the replies and preferences I’ll produce a concise, numbered blog-style set of points with the most important lines highlighted for easy reading
After you send the replies and preferences I’ll produce a concise, numbered blog-style set of points with the most important lines highlighted for easy reading.