File size: 1,156 Bytes
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Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise. For more detailed information please refer to the paper.
This dataset is a processed form of "dair-ai/emotion" dataset. [https://huggingface.co/datasets/dair-ai/emotion]
In this one, I have replicated/duplicated the samples for minority classes so that all the emotion classes have [approximate] equal sample count.
dataset_info:
features:
- name: text
dtype: string
- name: labels
dtype:
class_label:
names:
'0': sadness
'1': joy
'2': love
'3': anger
'4': fear
'5': surprise
splits:
- name: train
num_bytes: 3160217
num_examples: 28584
- name: validation
num_bytes: 214695
num_examples: 2000
- name: test
num_bytes: 217173
num_examples: 2000
download_size: 1294212
dataset_size: 3592085
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
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