---
dataset_info:
- config_name: simplified
  features:
  - name: lv_text
    dtype: string
  - name: text
    dtype: string
  - name: labels
    sequence:
      class_label:
        names:
          '0': admiration
          '1': amusement
          '2': anger
          '3': annoyance
          '4': approval
          '5': caring
          '6': confusion
          '7': curiosity
          '8': desire
          '9': disappointment
          '10': disapproval
          '11': disgust
          '12': embarrassment
          '13': excitement
          '14': fear
          '15': gratitude
          '16': grief
          '17': joy
          '18': love
          '19': nervousness
          '20': optimism
          '21': pride
          '22': realization
          '23': relief
          '24': remorse
          '25': sadness
          '26': surprise
          '27': neutral
  - name: id
    dtype: string
  splits:
  - name: train
    num_bytes: 7715280
    num_examples: 43410
  - name: validation
    num_bytes: 960769
    num_examples: 5426
  - name: test
    num_bytes: 956930
    num_examples: 5427
  download_size: 6646444
  dataset_size: 9632979
- config_name: simplified_ekman
  features:
  - name: lv_text
    dtype: string
  - name: text
    dtype: string
  - name: labels
    sequence:
      class_label:
        names:
          '0': admiration
          '1': amusement
          '2': anger
          '3': annoyance
          '4': approval
          '5': caring
          '6': confusion
          '7': curiosity
          '8': desire
          '9': disappointment
          '10': disapproval
          '11': disgust
          '12': embarrassment
          '13': excitement
          '14': fear
          '15': gratitude
          '16': grief
          '17': joy
          '18': love
          '19': nervousness
          '20': optimism
          '21': pride
          '22': realization
          '23': relief
          '24': remorse
          '25': sadness
          '26': surprise
          '27': neutral
  - name: labels_ekman
    sequence:
      class_label:
        names:
          '0': anger
          '1': disgust
          '2': fear
          '3': joy
          '4': sadness
          '5': surprise
          '6': neutral
  - name: id
    dtype: string
  splits:
  - name: train
    num_bytes: 8267776
    num_examples: 43410
  - name: validation
    num_bytes: 1029817
    num_examples: 5426
  - name: test
    num_bytes: 1025790
    num_examples: 5427
  download_size: 6700239
  dataset_size: 10323383
configs:
- config_name: simplified
  data_files:
  - split: train
    path: simplified/train-*
  - split: validation
    path: simplified/validation-*
  - split: test
    path: simplified/test-*
- config_name: simplified_ekman
  data_files:
  - split: train
    path: simplified_ekman/train-*
  - split: validation
    path: simplified_ekman/validation-*
  - split: test
    path: simplified_ekman/test-*
license: mit
task_categories:
- text-classification
language:
- lv
- en
size_categories:
- 10K<n<100K
---
This dataset is Latvian machine translation of [GoEmotions dataset](https://huggingface.co/google-bert/bert-base-multilingual-cased).
Machine translation was done using free Google Translate API.

The dataset contains 2 subsets:
- `simplified` - contains 28 emotion labels.
Labels are as follows:
```yaml
0: admiration
1: amusement
2: anger
3: annoyance
4: approval
5: caring
6: confusion
7: curiosity
8: desire
9: disappointment
10: disapproval
11: disgust
12: embarrassment
13: excitement
14: fear
15: gratitude
16: grief
17: joy
18: love
19: nervousness
20: optimism
21: pride
22: realization
23: relief
24: remorse
25: sadness
26: surprise
27: neutral
```

- `simplified_ekman` - contains 7 emotion labels as per Dr. Ekman theory.
Labels are as follows:
```yaml
0: anger
1: disgust
2: fear
3: joy
4: sadness
5: surprise
6: neutral
```

Label mapping from 27 emotions from GoEmotion to 6 base emotions as per Dr. Ekman theory:
|GoEmotion|Ekman|
|---|---|
| admiration | joy|
| amusement | joy|
| anger | anger|
| annoyance | anger|
| approval | joy|
| caring | joy|
| confusion | surprise|
| curiosity | surprise|
| desire | joy|
| disappointment | sadness|
| disapproval | anger|
| disgust | disgust|
| embarrassment | sadness|
| excitement | joy|
| fear | fear|
| gratitude | joy|
| grief | sadness|
| joy | joy|
| love | joy|
| nervousness | fear|
| optimism | joy|
| pride | joy|
| realization | surprise|
| relief | joy|
| remorse | sadness|
| sadness | sadness|
| surprise | surprise|
| neutral | neutral|