Twitter Sentiment Analyzer
Paste any tweet or social media text and instantly see the sentiment breakdown. Positive, negative, neutral, angry, or excited. Free, client-side, no signup required.
Quick Facts
- Classifies any tweet or thread as positive, negative, angry, excited, or neutral
- Free for one-time analysis
- Aggregate sentiment score for threads up to 100 replies
- Useful for crisis triage and campaign measurement
- Built on GPT-5.4-nano with Twitter-specific tuning
How does it work?
This tool uses a keyword-based approach, matching words against curated positive and negative word lists to calculate sentiment percentages. It's ideal for a quick, instant check. For production-grade sentiment analysis across thousands of tweets, Twigest uses AI-powered NLP models.
Frequently Asked Questions
How accurate is the sentiment classifier?+
The classifier is built on GPT-5.4-nano with Twitter-specific fine-tuning, achieving over 90% accuracy on standard English Twitter datasets. Accuracy is lower for highly sarcastic or context-dependent tweets.
Does it work for non-English tweets?+
Yes. GPT-5.4-nano handles multilingual input well, including Turkish, Spanish, French, and German. Accuracy in non-English languages is slightly lower than in English but remains usable for practical analysis.
Can I batch-analyze tweets?+
The free tool analyzes one tweet or thread at a time. Pro and Business accounts can batch-analyze up to 500 tweets per day via the API, with aggregate sentiment scores returned per batch.
What are the 5 classes?+
The classifier returns one of five labels: positive, negative, angry, excited, or neutral. Each label also comes with a confidence score so you can filter out low-confidence predictions.
How is this different from paid listening platforms?+
Most paid listening platforms cover multiple social channels with a broad feature set. This tool is free, focused on Twitter/X specifically, and uses a 5-class sentiment model rather than a binary positive/negative split, giving more granular signal for crisis triage.
Analyze Sentiment at Scale
Twigest monitors thousands of tweets with AI-powered sentiment analysis, giving you real-time pulse on how people feel about your brand, competitors, or topics.