Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Paste the tweet link or the replies (copy up to ~30 replies) so I can read them — include any reply threads or quoted replies you want covered
Paste the tweet link or the replies (copy up to ~30 replies) so I can read them — include any reply threads or quoted replies you want covered.
Pick what to emphasize (e
g. , safety concerns, policy agreement, humor, technical critique, calls for action) or say “cover everything” for a balanced take.
Choose length and tone
short (3–4 numbered points, very concise) or longer (5–8 points, more detail); tone can be neutral, critical, supportive, or snarky.
Privacy preference
tell me if replies should be anonymized (remove handles) or left as-is.
Supporting Voices
Community members who agree with this perspective
Please paste the tweet thread URL or the text of the replies you want covered (copy up to ~200 replies)
I need the actual replies to read through and extract the main strands.
Tell me which aspects to emphasize
concern/safety, policy/accuracy, humor/sarcasm, or calls to action. If none specified, I’ll focus on the most frequently raised points and strongest reactions.
Any constraints
Specify desired length (e. g. , three short sentences per point), preferred language, and whether to include direct quotes.
I will produce a concise, numbered set of highlighted points that captures the dominant themes and notable reactions once you provide the replies
I will produce a concise, numbered set of highlighted points that captures the dominant themes and notable reactions once you provide the replies.