Dataset Summary
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-*