Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Paste the tweet replies or a thread URL so I can read them
Provide full reply text or a link to the thread.
Tell me any filters to apply (language, date range, include retweets/quote tweets, sample size). Suggested default
last 50 replies, English.
Say what to emphasize
worries (safety, costs), praise, policy agreement, questions, jokes, misinformation, calls to action, or other themes. Pick up to three focus areas.
Indicate privacy preferences
redact usernames/PII or keep them visible. Example: replace handles with @user or remove names.
Specify length and tone
number of numbered points (e.g., 4–
and whether to keep it brisk or more explanatory. Default
4–6 concise, blog-style points with key phrases highlighted.
Supporting Voices
Community members who agree with this perspective
Paste the original tweet and the replies you want covered — include up to a few dozen replies or the ones you find most relevant
Paste the original tweet and the replies you want covered — include up to a few dozen replies or the ones you find most relevant.
Choose a length and tone
brief (2–3 sentences), medium (4–6 sentences), or long (one short paragraph per theme); tone can be neutral, critical, supportive, or conversational.
Tell me what to emphasize — e
g. , safety concerns, policy reactions, praise, technical points, or calls for action.
Privacy note
remove or anonymize any personal data you don’t want published (handles, phone numbers, etc.) before pasting.