---
language:
- en
license: cc-by-4.0
task_categories:
- text-classification
dataset_info:
  config_name: simplified_ekman
  features:
  - name: text
    dtype: string
  - name: labels
    dtype:
      class_label:
        names:
          '0': sadness
          '1': joy
          '2': love
          '3': anger
          '4': fear
          '5': surprise
  - name: labels_ekman
    dtype:
      class_label:
        names:
          '0': anger
          '1': disgust
          '2': fear
          '3': joy
          '4': sadness
          '5': surprise
          '6': neutral
  splits:
  - name: train
    num_bytes: 71995184.8176143
    num_examples: 333447
  - name: validation
    num_bytes: 8999425.091192849
    num_examples: 41681
  - name: test
    num_bytes: 8999425.091192849
    num_examples: 41681
  download_size: 55584192
  dataset_size: 89994035.0
configs:
- config_name: simplified_ekman
  data_files:
  - split: train
    path: simplified_ekman/train-*
  - split: validation
    path: simplified_ekman/validation-*
  - split: test
    path: simplified_ekman/test-*
---
The original dataset: https://www.kaggle.com/datasets/nelgiriyewithana/emotions

The derived dataset contains mapping from original emotion classes to Ekman emotion classes.

Column `labels` contain the following classes:
```yaml
0: sadness
1: joy
2: love
3: anger
4: fear
5: surprise
```

Column `labels_ekman` contains the Ekman emotion classes:
```yaml
0: anger
1: disgust - omitted in this dataset
2: fear
3: joy
4: sadness
5: surprise
6: neutral - omitted in this dataset
```
which were mapped from the original classes as follows:
```yaml
Original -> Ekman
sadness (0) -> sadness (4)
joy (1) -> joy (3)
love (2) -> joy (3)
anger (3) -> anger (0)
fear (4) -> fear (2)
surprise (5) -> surprise (5)
```