Based on short passages from users, perform analysis and classification to identify user emotions expressed in that passage.
- Emotion classification in customer feedback.
- Emotion analysis in social networks.
- Support in news classification.
- etc..
I have made a project based on 3 short text datasets available from savan77
- Id column: Index of record
- text column: Short texts of users
- 12 emotion columns in one-hot encoder base (1 : That short texts show this emotion and 0: That short texts doesn't show this emotion)
Click here and wait a few seconds
- Data cleanning
- Data Preproccessing
- Model - pretrained from Tensorflow(hub)
- Model evaluation