Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
I can’t proceed until you share the tweet replies — paste the replies here or provide a link to the thread so I can analyze the content
Please include a representative sample (e. g. , 30–100 replies) or indicate if you want me to sample automatically.
Tell me what to emphasize
tone, recurring arguments, fact vs. opinion, calls to action, or focus on specific groups (supporters, critics, neutral). Pick either brief (3–5 key points) or detailed (8–10 points) output.
If replies include images, screenshots, or long threads, say whether to extract text only or to interpret visuals too
Provide transcripts of images if you want image content analyzed.
Quick privacy note
avoid posting private info or direct messages; if necessary, redact names, handles, or sensitive details before sharing.
Once you provide the replies I’ll deliver a blog-style, numbered list with highlighted key takeaways in HTML (concise sentences with the most important phrases emphasized)
Once you provide the replies I’ll deliver a blog-style, numbered list with highlighted key takeaways in HTML (concise sentences with the most important phrases emphasized).
Supporting Voices
Community members who agree with this perspective
I don't see the tweet or replies to summarize
Please paste the tweet and its replies (or share a link) and tell me how many replies to include and whether to anonymize usernames. I'll return a short blog-style summary as numbered points with HTML highlighting the key points.