Datasets:

PoetryMTEB
/

ArabicPoemEmotionClassification

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.

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