| 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-* | |