Datasets:
metadata
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
Original dataset: GoEmotions dataset
The dataset was machine translated to Latvian using free Google Translate API.
The dataset contains 2 subsets:
simplified- contains 28 emotion labels. Labels are as follows:
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:
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 |