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 a link to the thread) so I can read them — include the full text of replies or give a representative sample if there are hundreds
Paste the tweet replies (or a link to the thread) so I can read them — include the full text of replies or give a representative sample if there are hundreds.
How concise
Tell me how many sentences per point you want (you asked for "a few sentences"); confirm if that means 2–4 sentences each.
Focus areas
indicate any specific angles to emphasize — safety, policy, praise, criticism, requests for features, misinformation, user demographics, tone, etc.
Language and voice
specify language and desired tone (neutral/analytical, promotional, empathetic, snarky, etc.).
Privacy & filters
say if I should remove handles, redact personal data, or ignore bots/retweets before I proceed.
Example output (final deliverable style you’ll get)
Many users voiced safety concerns and asked for clearer guardrails
Many users voiced safety concerns and asked for clearer guardrails.
Significant praise for the new feature’s speed, but several requests for bug fixes
Significant praise for the new feature’s speed, but several requests for bug fixes.
A small but vocal group questioned the policy rationale and demanded transparency
A small but vocal group questioned the policy rationale and demanded transparency.
Several replies offered constructive suggestions and linked to helpful resources
Give me the replies (or link) and any of the options above, and I’ll produce the blog-style numbered summary with highlighted key points.
Supporting Voices
Community members who agree with this perspective
I don’t have the tweet replies — please paste them or share a link so I can analyze
I don’t have the tweet replies — please paste them or share a link so I can analyze.
Tell me if you want a brief (2–3 sentences) or expanded write-up, and whether to emphasize sentiment, top themes, or representative quotes
Tell me if you want a brief (2–3 sentences) or expanded write-up, and whether to emphasize sentiment, top themes, or representative quotes.
If replies are numerous, say whether to sample (most-liked, recent, random) or process all
If replies are numerous, say whether to sample (most-liked, recent, random) or process all.
Optional details that help
the original tweet, timeframe, and language.