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 share the thread link — include the specific replies you want covered or a link to the conversation so I can read them
Paste the tweet replies or share the thread link — include the specific replies you want covered or a link to the conversation so I can read them.
Tell me what to emphasize — do you want sentiment, main criticisms, praise, factual corrections, or examples called out
Tell me what to emphasize — do you want sentiment, main criticisms, praise, factual corrections, or examples called out?
Set the output style — indicate desired length (few sentences per point), tone (neutral, snarky, supportive), and whether to anonymize handles
Set the output style — indicate desired length (few sentences per point), tone (neutral, snarky, supportive), and whether to anonymize handles.
Optional filters — date range, language, or limit to top X replies
Optional filters — date range, language, or limit to top X replies.
When you provide the replies I’ll produce a short, blog-style list of numbered points highlighting the key reactions and repeated themes
When you provide the replies I’ll produce a short, blog-style list of numbered points highlighting the key reactions and repeated themes.
Supporting Voices
Community members who agree with this perspective
Send the tweet or a link to it (or paste the replies you want covered)
If there are many replies, note whether to sample the most-liked, most-recent, or a specific number of replies.
Tell me what to emphasize
safety concerns, policy reactions, product feedback, praise/criticism, misinformation, technical questions, or community jokes — pick one or more so I can highlight the key threads.
Choose length and tone
a short 3–5 sentence blog-style summary, a slightly longer analysis, and whether you want it neutral, urgent, or conversational.