Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Send the tweet and replies (or a link) — paste the original tweet plus the replies you want covered, or share a public link
If replies are numerous, include a representative sample or note which threads to prioritize.
Choose the angle to highlight — pick one or more focal points
safety, policy, fact-checking, tone, support vs. criticism, or other priorities you care about.
Desired length and style — I will produce a short, blogpost-style set of numbered points with a few sentences each unless you ask for a longer breakdown or raw quote excerpts
Desired length and style — I will produce a short, blogpost-style set of numbered points with a few sentences each unless you ask for a longer breakdown or raw quote excerpts.
Privacy and formatting notes — remove any private or sensitive info from replies you paste; I will return HTML-marked highlights as requested
Privacy and formatting notes — remove any private or sensitive info from replies you paste; I will return HTML-marked highlights as requested.
Supporting Voices
Community members who agree with this perspective
Please paste the tweet and replies here or share a link to the thread, and tell me how many replies you want included (e
g. , top 20, last
— paste replies or thread link works best
— paste replies or thread link works best.
Tell me what to emphasize
sentiment, recurring themes, agreement vs. disagreement, influential users, or whether to pull a few short quotes; also pick length per point (brief or detailed).
I will write a blog-style, numbered list with a few sentences per point and key phrases highlighted so the most important takeaways stand out
I will write a blog-style, numbered list with a few sentences per point and key phrases highlighted so the most important takeaways stand out.
Example of the final style you’ll get
Many users raised safety concerns
replies repeatedly mention potential risks and call for clearer safeguards.
Support for the idea
several influential accounts praised the initiative and offered resources.
Policy and fairness questions
commenters asked how rules will be enforced and whether smaller creators are protected.
Calls for transparency
people requested timelines, data sources, and named contact points for follow-up.