Datasets:
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Text Classification
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Update README.md
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README.md
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---
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license:
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---
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| 1 |
---
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| 2 |
+
license: cc-by-4.0
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dataset_info:
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config_name: simplified_ekman
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features:
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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: labels_ekman
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sequence:
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class_label:
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names:
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'0': anger
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'1': disgust
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'2': fear
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'3': joy
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'4': sadness
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'5': surprise
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'6': neutral
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- name: id
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dtype: string
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splits:
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- name: train
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num_bytes: 10670621
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num_examples: 43410
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- name: validation
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num_bytes: 1330969
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num_examples: 5426
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- name: test
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num_bytes: 1323849
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num_examples: 5427
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download_size: 7683063
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dataset_size: 13325439
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configs:
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- config_name: simplified_ekman
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data_files:
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- split: train
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path: simplified_ekman/train-*
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- split: validation
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path: simplified_ekman/validation-*
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- split: test
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path: simplified_ekman/test-*
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---
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Original dataset: [GoEmotions dataset](https://huggingface.co/datasets/google-research-datasets/go_emotions)
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Added `labels_ekman` column with multi-label emotion annotations mapped to 7 base emotions as per Dr. Ekman theory.
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Column `labels` contains multi-label emotion annotations with 28 emotion labels as per GoEmotion dataset:
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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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Column `labels_ekman` contains multi-label emotion annotations with 7 base emotions as per Dr. Ekman theory:
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```yaml
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0: anger
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1: disgust
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2: fear
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3: joy
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4: sadness
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5: surprise
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6: neutral
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```
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Label mapping from 28 emotions from GoEmotion to 7 base emotions as per Dr. Ekman theory:
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|GoEmotion|Ekman|
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|---|---|
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| 125 |
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| admiration | joy|
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+
| amusement | joy|
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| anger | anger|
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| 128 |
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| annoyance | anger|
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+
| approval | joy|
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+
| caring | joy|
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+
| confusion | surprise|
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+
| curiosity | surprise|
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+
| desire | joy|
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+
| disappointment | sadness|
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+
| disapproval | anger|
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+
| disgust | disgust|
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+
| embarrassment | sadness|
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| 138 |
+
| excitement | joy|
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| 139 |
+
| fear | fear|
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+
| gratitude | joy|
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| 141 |
+
| grief | sadness|
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| 142 |
+
| joy | joy|
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+
| love | joy|
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+
| nervousness | fear|
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+
| optimism | joy|
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+
| pride | joy|
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| 147 |
+
| realization | surprise|
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| 148 |
+
| relief | joy|
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| 149 |
+
| remorse | sadness|
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| 150 |
+
| sadness | sadness|
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| 151 |
+
| surprise | surprise|
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| 152 |
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| neutral | neutral|
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