Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
nlp
File size: 1,892 Bytes
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---
dataset_info:
features:
- name: text
dtype: string
- name: labels
sequence:
class_label:
names:
'0': joy
'1': trust
'2': fear
'3': surprise
'4': sadness
'5': neutral
'6': anticipation
'7': anger
'8': disgust
- name: id
dtype: string
splits:
- name: train
num_bytes: 4224138
num_examples: 43410
- name: validation
num_bytes: 527119
num_examples: 5426
- name: test
num_bytes: 524443
num_examples: 5427
download_size: 3427263
dataset_size: 5275700
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
task_categories:
- text-classification
language:
- en
tags:
- nlp
---
Original dataset: [GoEmotions dataset](https://huggingface.co/datasets/google-research-datasets/go_emotions)
Filtered using the following mapping based on the basic emotions found in Plutchik's Wheel of Emotions
```json
wheel_dict = {
"joy": [
"joy",
"amusement",
"excitement",
"gratitude",
"pride",
"relief",
"admiration",
"love",
"optimism",
],
"trust": ["approval", "caring"],
"fear": ["fear", "nervousness"],
"surprise": ["surprise", "realization", "confusion", "curiosity"],
"sadness": ["sadness", "disappointment", "grief", "remorse", "embarrassment"],
"neutral": ["neutral"],
"anticipation": ["desire"],
"anger": ["anger", "annoyance", "disapproval"],
"disgust": ["disgust"],
}
```
Dataset contains 8 emotion labels as per Plutchik's Wheel of Emotions. Labels are as follows:
```yaml
'0': joy
'1': trust
'2': fear
'3': surprise
'4': sadness
'5': neutral
'6': anticipation
'7': anger
'8': disgust
``` |