Datasets:
File size: 1,686 Bytes
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---
language:
- en
license: mit
dataset_info:
- config_name: default
features:
- name: sentence
dtype: string
- name: labels
sequence:
class_label:
names:
'0': anger
'1': disgust
'2': fear
'3': joy
'4': sadness
'5': surprise
'6': neutral
splits:
- name: train
num_bytes: 3716660
num_examples: 43410
- name: validation
num_bytes: 463737
num_examples: 5426
- name: test
num_bytes: 461266
num_examples: 5427
download_size: 2928726
dataset_size: 4641663
- config_name: simplified_ekman
features:
- name: sentence
dtype: string
- 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: 10670621
num_examples: 43410
- name: validation
num_bytes: 1330969
num_examples: 5426
- name: test
num_bytes: 1323849
num_examples: 5427
download_size: 7683063
dataset_size: 13325439
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
---
Original dataset: [GoEmotions dataset](https://huggingface.co/datasets/google-research-datasets/go_emotions)
Filtered using "ekman_mapping.json" from original dataset repo
Dataset 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
``` |