Dataset Summary
---------------
Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise. For more detailed information please refer to the paper.

This dataset is a processed form of "dair-ai/emotion" dataset. [https://huggingface.co/datasets/dair-ai/emotion]

In this one, I have replicated/duplicated the samples for minority classes so that all the emotion classes have [approximate] equal sample count. 


dataset_info:
  features:
  - name: text
    dtype: string
  - name: labels
    dtype:
      class_label:
        names:
          '0': sadness
          '1': joy
          '2': love
          '3': anger
          '4': fear
          '5': surprise
  
  splits:
  - name: train
    num_bytes: 3160217
    num_examples: 28584
  - name: validation
    num_bytes: 214695
    num_examples: 2000
  - name: test
    num_bytes: 217173
    num_examples: 2000
  
  download_size: 1294212
  
  dataset_size: 3592085

configs:
- config_name: default

  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*