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---
language: en
tags:
- text-classification
- pytorch
- bert
datasets:
- go_emotions
license: mit
---
- [linkedin.com/in/arpanghoshal](https://www.linkedin.com/in/arpanghoshal)
## What is Ekman Emotions?
Ekman emotions refer to a specific set of six basic emotions that are thought to be universal across cultures. </br>
These emotions were identified by psychologist Paul Ekman, who conducted extensive research on facial expressions and emotional experience. </br>
The six Ekman emotions are:
- Happiness
- Sadness
- Anger
- Fear
- Disgust
- Surprise
Ekman's research found that these emotions are expressed through universal facial expressions, which are recognizable across cultures. </br>
According to Ekman, these emotions are biologically based and are fundamental to human social interaction. </br>
Ekman's work on basic emotions has had a significant impact on the field of psychology and has been widely influential in the study of emotional expression and experience.
## Usage
```python
from transformers import pipeline
ekman = pipeline('sentiment-analysis', model='arpanghoshal/EkmanClassifier')
ekman_labels = ekman("Thanks for using it.")
print(ekman_labels)
```
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