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 thread link you want covered (or attach screenshots)
Include up to ~200 replies and indicate whether replies are in a single conversation or across multiple tweets.
Tell me what to emphasize
sentiment, policy reactions, fact-checking, recurring complaints, praise, suggested fixes, or specific user groups to focus on. Also say if you want a strict word limit for the final write-up.
Sample output style I will use — short, blog-style points that highlight the main takeaways and recurring themes
Users worried about safety
many replies flagged privacy and misuse concerns, urging clearer safeguards.
Calls for clearer policy
several posters asked for explicit rules and transparent enforcement timelines.
Positive reactions mixed with skepticism
some praised the intent, but a notable portion requested proof it will be effective.
Supporting Voices
Community members who agree with this perspective
Paste the replies or share the tweet link
I need the actual replies (or a link to the tweet thread) to read what people wrote. If there are many replies, indicate if you want the top N, a random sample, or replies sorted by likes.
Tell me what to emphasize
Do you want focus on sentiment (positive/negative), recurring themes, notable quotes, or callouts to particular users? Also indicate whether handles should be anonymized.
Preferred length and tone
Specify how many numbered points you want and whether the language should be formal, conversational, or punchy — I’ll write each point as a concise, blogpost-style paragraph.
Privacy and filtering
Let me know if I should remove personal data, hate speech, or off-topic replies before crafting the summary.