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 a link to them so I can read the conversations you want covered
Paste the tweet replies or share a link to them so I can read the conversations you want covered.
How many replies should I condense — a sample (e
g. , 20 tweets) or the entire thread.
Specify the focus
do you want emphasis on criticism, praise, questions, suggestions, or policy & safety?
Tell me the preferred tone and length
very concise (a few sentences per point) or more detailed paragraph-style highlights.
If relevant, add the language and any timeframe or hashtags to prioritize
If relevant, add the language and any timeframe or hashtags to prioritize.
Supporting Voices
Community members who agree with this perspective
Paste the tweet or conversation link — include the original tweet plus the replies (or the top replies) you want analyzed
Paste the tweet or conversation link — include the original tweet plus the replies (or the top replies) you want analyzed.
Define the scope — tell me if you want all replies, only verified users, a time window, or replies with a minimum number of likes/retweets
Define the scope — tell me if you want all replies, only verified users, a time window, or replies with a minimum number of likes/retweets.
Choose the output length — how many numbered takeaways (e
g. , 3–
and whether to prioritize positive, negative, or neutral themes
and whether to prioritize positive, negative, or neutral themes.
Optional details — request emoji counts, common keywords, or representative reply quotes to be included
Optional details — request emoji counts, common keywords, or representative reply quotes to be included.
Send the data and I’ll return concise, numbered takeaways with highlighted key points
Send the data and I’ll return concise, numbered takeaways with highlighted key points.