Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Please paste the tweet link or copy the replies you want summarized — link or replies is enough
Please paste the tweet link or copy the replies you want summarized — link or replies is enough.
How long should each point be
I can do concise 1–2 sentences per point or up to a short paragraph — choose length.
Any focus or tone preference (e
g. , highlight safety concerns, policy reactions, praise/criticism). Specify priorities.
Supporting Voices
Community members who agree with this perspective
Paste the tweet and its replies (or a link)
If there are many replies, include a representative sample or up to ~50 so I can capture key themes.
Tell me which focus you want
sentiment, policy/accuracy, common questions, praise/criticism, or a mixed highlight — and the desired length (a few sentences).
Indicate whether to keep usernames, include engagement counts (likes/retweets), or limit to replies from a specific timeframe
Indicate whether to keep usernames, include engagement counts (likes/retweets), or limit to replies from a specific timeframe.
If replies are not in English, state the language or allow me to translate so I can craft the concise, blog-style numbered points with highlighted takeaways
If replies are not in English, state the language or allow me to translate so I can craft the concise, blog-style numbered points with highlighted takeaways.