metadata
language:
- en
license: cc-by-4.0
task_categories:
- text-classification
dataset_info:
config_name: simplified_ekman
features:
- name: text
dtype: string
- name: labels
dtype:
class_label:
names:
'0': sadness
'1': joy
'2': love
'3': anger
'4': fear
'5': surprise
- name: labels_ekman
dtype:
class_label:
names:
'0': anger
'1': disgust
'2': fear
'3': joy
'4': sadness
'5': surprise
'6': neutral
splits:
- name: train
num_bytes: 71995184.8176143
num_examples: 333447
- name: validation
num_bytes: 8999425.091192849
num_examples: 41681
- name: test
num_bytes: 8999425.091192849
num_examples: 41681
download_size: 55584192
dataset_size: 89994035
configs:
- config_name: simplified_ekman
data_files:
- split: train
path: simplified_ekman/train-*
- split: validation
path: simplified_ekman/validation-*
- split: test
path: simplified_ekman/test-*
The original dataset: https://www.kaggle.com/datasets/nelgiriyewithana/emotions
The derived dataset contains mapping from original emotion classes to Ekman emotion classes.
Column labels contain the following classes:
0: sadness
1: joy
2: love
3: anger
4: fear
5: surprise
Column labels_ekman contains the Ekman emotion classes:
0: anger
1: disgust - omitted in this dataset
2: fear
3: joy
4: sadness
5: surprise
6: neutral - omitted in this dataset
which were mapped from the original classes as follows:
Original -> Ekman
sadness (0) -> sadness (4)
joy (1) -> joy (3)
love (2) -> joy (3)
anger (3) -> anger (0)
fear (4) -> fear (2)
surprise (5) -> surprise (5)