| dataset_info: | |
| features: | |
| - name: poem_id | |
| dtype: int64 | |
| - name: poem | |
| dtype: string | |
| - name: verses | |
| dtype: int64 | |
| - name: emotion | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 6541184 | |
| num_examples: 5669 | |
| - name: test | |
| num_bytes: 4313512 | |
| num_examples: 3780 | |
| download_size: 42186558 | |
| dataset_size: 10854696 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: train-*.parquet | |
| - split: test | |
| path: test-*.parquet | |
| # Arabic Poem Emotion Classification | |
| This dataset is derived from [asas-ai/Arabic-Poem-Emotion](https://huggingface.co/datasets/asas-ai/Arabic-Poem-Emotion). | |
| ## Dataset Information | |
| The original dataset only contains a train split. We have split it into train (60%) and test (40%) sets with stratified sampling to ensure balanced distribution of emotion labels. | |
| ## Data Format | |
| The dataset is stored in Parquet format with the following fields: | |
| - `poem_id`: int64 | |
| - `poem`: string | |
| - `verses`: int64 | |
| - `emotion`: string | |
| ## Stratification | |
| The train/test split was performed using stratified sampling based on the 'emotion' field to ensure balanced distribution across emotion categories. | |
| ## Source | |
| - Original dataset: [asas-ai/Arabic-Poem-Emotion](https://huggingface.co/datasets/asas-ai/Arabic-Poem-Emotion) | |