readme: ---
  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)
  
  ```
  