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--- |
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dataset_info: |
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- config_name: raw |
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features: |
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- name: ru_text |
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dtype: string |
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- name: text |
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dtype: string |
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- name: id |
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dtype: string |
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- name: author |
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dtype: string |
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- name: subreddit |
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dtype: string |
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- name: link_id |
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dtype: string |
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- name: parent_id |
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dtype: string |
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- name: created_utc |
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dtype: float32 |
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- name: rater_id |
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dtype: int32 |
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- name: example_very_unclear |
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dtype: bool |
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- name: admiration |
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dtype: int32 |
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- name: amusement |
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dtype: int32 |
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- name: anger |
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dtype: int32 |
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- name: annoyance |
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dtype: int32 |
|
- name: approval |
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dtype: int32 |
|
- name: caring |
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dtype: int32 |
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- name: confusion |
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dtype: int32 |
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- name: curiosity |
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dtype: int32 |
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- name: desire |
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dtype: int32 |
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- name: disappointment |
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dtype: int32 |
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- name: disapproval |
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dtype: int32 |
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- name: disgust |
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dtype: int32 |
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- name: embarrassment |
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dtype: int32 |
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- name: excitement |
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dtype: int32 |
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- name: fear |
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dtype: int32 |
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- name: gratitude |
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dtype: int32 |
|
- name: grief |
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dtype: int32 |
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- name: joy |
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dtype: int32 |
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- name: love |
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dtype: int32 |
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- name: nervousness |
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dtype: int32 |
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- name: optimism |
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dtype: int32 |
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- name: pride |
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dtype: int32 |
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- name: realization |
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dtype: int32 |
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- name: relief |
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dtype: int32 |
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- name: remorse |
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dtype: int32 |
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- name: sadness |
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dtype: int32 |
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- name: surprise |
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dtype: int32 |
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- name: neutral |
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dtype: int32 |
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splits: |
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- name: train |
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num_bytes: 84388976 |
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num_examples: 211225 |
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download_size: 41128059 |
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dataset_size: 84388976 |
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- config_name: simplified |
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features: |
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- name: ru_text |
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dtype: string |
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- name: text |
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dtype: string |
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- name: labels |
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sequence: |
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class_label: |
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names: |
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'0': admiration |
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'1': amusement |
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'2': anger |
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'3': annoyance |
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'4': approval |
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'5': caring |
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'6': confusion |
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'7': curiosity |
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'8': desire |
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'9': disappointment |
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'10': disapproval |
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'11': disgust |
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'12': embarrassment |
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'13': excitement |
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'14': fear |
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'15': gratitude |
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'16': grief |
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'17': joy |
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'18': love |
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'19': nervousness |
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'20': optimism |
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'21': pride |
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'22': realization |
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'23': relief |
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'24': remorse |
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'25': sadness |
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'26': surprise |
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'27': neutral |
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- name: id |
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dtype: string |
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splits: |
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- name: train |
|
num_bytes: 10118125 |
|
num_examples: 43410 |
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- name: validation |
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num_bytes: 1261921 |
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num_examples: 5426 |
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- name: test |
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num_bytes: 1254989 |
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num_examples: 5427 |
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download_size: 7628917 |
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dataset_size: 12635035 |
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configs: |
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- config_name: raw |
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data_files: |
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- split: train |
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path: raw/train-* |
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- config_name: simplified |
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data_files: |
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- split: train |
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path: simplified/train-* |
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- split: validation |
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path: simplified/validation-* |
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- split: test |
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path: simplified/test-* |
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license: mit |
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task_categories: |
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- text-classification |
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- translation |
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task_ids: |
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- multi-class-classification |
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- multi-label-classification |
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- sentiment-analysis |
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- sentiment-classification |
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language: |
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- ru |
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- en |
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pretty_name: Ru-GoEmotions |
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size_categories: |
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- 10K<n<100K |
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- 100K<n<1M |
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source_datasets: |
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- go_emotions |
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tags: |
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- emotion-classification |
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- emotion |
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- reddit |
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--- |
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## Description |
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|
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This dataset is a translation of the Google [GoEmotions](https://github.com/google-research/google-research/tree/master/goemotions) emotion classification dataset. |
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All features remain unchanged, except for the addition of a new `ru_text` column containing the translated text in Russian. |
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For the translation process, I used the [Deep translator](https://github.com/nidhaloff/deep-translator) with the Google engine. |
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You can find all the details about translation, raw `.csv` files and other stuff in this [Github repository](https://github.com/searayeah/ru-goemotions). |
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For more information also check the official original dataset [card](https://huggingface.co/datasets/go_emotions). |
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|
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## Id to label |
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|
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```yaml |
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0: admiration |
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1: amusement |
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2: anger |
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3: annoyance |
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4: approval |
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5: caring |
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6: confusion |
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7: curiosity |
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8: desire |
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9: disappointment |
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10: disapproval |
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11: disgust |
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12: embarrassment |
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13: excitement |
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14: fear |
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15: gratitude |
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16: grief |
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17: joy |
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18: love |
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19: nervousness |
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20: optimism |
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21: pride |
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22: realization |
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23: relief |
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24: remorse |
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25: sadness |
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26: surprise |
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27: neutral |
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``` |
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|
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## Label to Russian label |
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|
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```yaml |
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admiration: восхищение |
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amusement: веселье |
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anger: злость |
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annoyance: раздражение |
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approval: одобрение |
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caring: забота |
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confusion: непонимание |
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curiosity: любопытство |
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desire: желание |
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disappointment: разочарование |
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disapproval: неодобрение |
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disgust: отвращение |
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embarrassment: смущение |
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excitement: возбуждение |
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fear: страх |
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gratitude: признательность |
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grief: горе |
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joy: радость |
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love: любовь |
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nervousness: нервозность |
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optimism: оптимизм |
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pride: гордость |
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realization: осознание |
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relief: облегчение |
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remorse: раскаяние |
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sadness: грусть |
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surprise: удивление |
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neutral: нейтральность |
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``` |
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