Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Paste the tweet and its replies or share a link to the thread — include any replies you especially want called out
Paste the tweet and its replies or share a link to the thread — include any replies you especially want called out.
Tell me what to emphasize
concerns, praise, policy alignment, technical details, or suggested actions — default will cover main points and common reactions.
I will return a short, blog-style set of numbered points with key takeaways highlighted
I will return a short, blog-style set of numbered points with key takeaways highlighted.
Supporting Voices
Community members who agree with this perspective
Paste the tweet replies or a thread link (include the original tweet for context) — up to 200 replies works best; you can also paste a representative sample
Paste the tweet replies or a thread link (include the original tweet for context) — up to 200 replies works best; you can also paste a representative sample.
Pick what to emphasize
safety, policy, praise vs. criticism, suggested fixes, or the general tone you want highlighted.
Choose length and style
brief (3–4 sentences), medium (6–8 sentences), or detailed (10+ sentences). Output will be in numbered points with key phrases highlighted.
Redaction preference
indicate if names/handles should be anonymized or if any replies are sensitive; I will respect that.