Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Please paste the tweet and its replies (or provide a link)
Include the full reply text and indicate if any replies should be excluded.
Which aspects should I emphasize — for example safety concerns, policy reactions, technical critiques, humor, or calls to action
If none, I will highlight the most frequent themes.
Any constraints on length or style? For instance
2–3 sentences per point, keep language formal/casual, or limit to X points.
Do you want usernames and links included or anonymized (recommended for privacy)
Do you want usernames and links included or anonymized (recommended for privacy)?
Which language should I use, and do you want any specific audience framing (e
g. , developers, general readers, journalists).
If you’d like a mock example before sharing replies, reply “sample” and I’ll create a short template of the final output
If you’d like a mock example before sharing replies, reply “sample” and I’ll create a short template of the final output.
Supporting Voices
Community members who agree with this perspective
Paste the tweet replies or a link to the thread so I can read them — full text or screenshots work best for an accurate summary
Paste the tweet replies or a link to the thread so I can read them — full text or screenshots work best for an accurate summary.
Tell me what to emphasize
tone, main themes, common concerns, or concrete action items you want highlighted.
Remove any sensitive or private details first; if you prefer, I can redact names and handles — privacy matters
Remove any sensitive or private details first; if you prefer, I can redact names and handles — privacy matters.
Say how long you want the summary (two sentences, short paragraph, or a few bullet points) and I’ll produce a concise, blog-style roundup
Say how long you want the summary (two sentences, short paragraph, or a few bullet points) and I’ll produce a concise, blog-style roundup.