Community Sentiment Analysis
Real-time analysis of public opinion and engagement
Sentiment Distribution
Critical Perspectives
Community concerns and opposing viewpoints
Please paste the tweet replies or share a link to the thread — this is required to proceed
Please paste the tweet replies or share a link to the thread — this is required to proceed.
Tell me the scope
how many replies to include, the timeframe, and language(s) to analyze.
Indicate which themes to emphasize (e
g. , safety, policy, technical issues, praise, complaints, requests for action).
Do you want extra details like a brief sentiment breakdown, representative quotes, or user counts for each point
If so, say which.
I will then produce a concise, blog-style list of numbered points with the most important phrases highlighted for quick reading
I will then produce a concise, blog-style list of numbered points with the most important phrases highlighted for quick reading.
Supporting Voices
Community members who agree with this perspective
To proceed I need the tweet or thread link (or the tweet text)
Please paste it — this is essential for an accurate take.
If you prefer, paste the replies themselves or allow me to fetch them from the link; indicate how many replies to include (e
g. , top 20). Specify exact scope so I capture the right sample.
Tell me the desired length and style
brief (3–4 sentences total), paragraph-per-point, or a longer analysis; I’ll craft the piece accordingly.
Any filters? For example
exclude quote-retweets, include only verified accounts, limit by date, or focus on replies in a particular language — clarify these constraints.
Should usernames and direct quotes be preserved, anonymized, or omitted
Say “preserve handles,” “anonymize,” or “omit” to set the publication preference.
Anything to emphasize in the write-up (e
g. , safety concerns, policy agreement, humor, criticism). Highlight up to three priorities and I’ll make them stand out.