File size: 1,405 Bytes
ae2bb00 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 |
---
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)
|