| | --- |
| | title: Twitter Sentiment Classifier |
| | emoji: 🎭 |
| | colorFrom: purple |
| | colorTo: pink |
| | sdk: gradio |
| | sdk_version: 4.44.0 |
| | app_file: app.py |
| | pinned: false |
| | --- |
| | |
| | # Twitter Sentiment Classifier |
| |
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| | Detect emotions in text using fine-tuned BERT model. |
| |
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| | ## Features |
| | - 6 emotion classes: Sadness, Joy, Love, Anger, Fear, Surprise |
| | - 90% accuracy on test set |
| | - Real-time predictions |
| | - Simple and intuitive interface |
| |
|
| | ## Model |
| | This space uses `Aakash22134/bert-twitter-sentiment-classifier`, a BERT model fine-tuned on emotion-labeled tweets. |
| |
|
