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Datasets:
AiLab-IMCS-UL
/
go_emotions-en

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
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  1. README.md +72 -70
README.md CHANGED
@@ -1,52 +1,54 @@
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  ---
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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:
@@ -128,35 +130,35 @@ The derived dataset contains an additional `labels_ekman` column with emotion la
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  Mapping from the 27 fine-grained emotions to the 6 basic emotions:
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- |GoEmotions|Ekman|
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  |---|---|
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- | admiration | joy|
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- | amusement | joy|
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- | anger | anger|
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- | annoyance | anger|
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- | approval | joy|
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- | caring | joy|
139
- | confusion | surprise|
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- | curiosity | surprise|
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- | desire | joy|
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- | disappointment | sadness|
143
- | disapproval | anger|
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- | disgust | disgust|
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- | embarrassment | sadness|
146
- | excitement | joy|
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- | fear | fear|
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- | gratitude | joy|
149
- | grief | sadness|
150
- | joy | joy|
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- | love | joy|
152
- | nervousness | fear|
153
- | optimism | joy|
154
- | pride | joy|
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- | realization | surprise|
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- | relief | joy|
157
- | remorse | sadness|
158
- | sadness | sadness|
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- | surprise | surprise|
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  ## Acknowledgements
162
 
 
1
  ---
2
  dataset_info:
3
+ - config_name: simplified_ekman
4
  features:
5
  - name: text
6
  dtype: string
7
  - name: labels
8
+ dtype:
9
+ list:
10
+ class_label:
11
+ names:
12
+ - admiration
13
+ - amusement
14
+ - anger
15
+ - annoyance
16
+ - approval
17
+ - caring
18
+ - confusion
19
+ - curiosity
20
+ - desire
21
+ - disappointment
22
+ - disapproval
23
+ - disgust
24
+ - embarrassment
25
+ - excitement
26
+ - fear
27
+ - gratitude
28
+ - grief
29
+ - joy
30
+ - love
31
+ - nervousness
32
+ - optimism
33
+ - pride
34
+ - realization
35
+ - relief
36
+ - remorse
37
+ - sadness
38
+ - surprise
39
+ - neutral
40
  - name: labels_ekman
41
+ dtype:
42
+ list:
43
+ class_label:
44
+ names:
45
+ - anger
46
+ - disgust
47
+ - fear
48
+ - joy
49
+ - sadness
50
+ - surprise
51
+ - neutral
52
  - name: id
53
  dtype: string
54
  splits:
 
130
 
131
  Mapping from the 27 fine-grained emotions to the 6 basic emotions:
132
 
133
+ | GoEmotions | Ekman |
134
  |---|---|
135
+ | admiration | joy |
136
+ | amusement | joy |
137
+ | anger | anger |
138
+ | annoyance | anger |
139
+ | approval | joy |
140
+ | caring | joy |
141
+ | confusion | surprise |
142
+ | curiosity | surprise |
143
+ | desire | joy |
144
+ | disappointment | sadness |
145
+ | disapproval | anger |
146
+ | disgust | disgust |
147
+ | embarrassment | sadness |
148
+ | excitement | joy |
149
+ | fear | fear |
150
+ | gratitude | joy |
151
+ | grief | sadness |
152
+ | joy | joy |
153
+ | love | joy |
154
+ | nervousness | fear |
155
+ | optimism | joy |
156
+ | pride | joy |
157
+ | realization | surprise |
158
+ | relief | joy |
159
+ | remorse | sadness |
160
+ | sadness | sadness |
161
+ | surprise | surprise |
162
 
163
  ## Acknowledgements
164