manojkumarvohra/replicated_emotions

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 numbytes: 3160217 numexamples: 28584
• —name: validation numbytes: 214695 numexamples: 2000
• —name: test numbytes: 217173 numexamples: 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-*