nassimjp/pashto-emotion-cleaned

Pashto Emotion Dataset (Cleaned Format)

This dataset contains 897 Pashto sentences labeled for emotion analysis. It is part of a larger project to create resources for Pashto natural language processing.

The data has been cleaned and formatted for easy use in various training and analysis pipelines.

Dataset Structure

Each entry in the dataset is a JSON object with the following fields:

Field	Type	Description
id	string	A unique identifier for the example (e.g., ex_000001).
text	string	The original Pashto sentence.
emojis	list[string]	A list of emojis present in the text.
emotion	string	The classified emotion (e.g., مثبت, منفي, خنثی).
intensity	float	The intensity of the emotion, on a scale from 0.0 to 1.0.
cot	string	The "Chain of Thought" reasoning from the DeepSeek model explaining the classification.

Example Record

{
  "id": "ex_000001",
  "text": "او احتمال لري چې دا به غوره وي 🙂",
  "emojis": ["🙂"],
  "emotion": "مثبت",
  "intensity": 0.6,
  "cot": "احتمال ښیي چې وینا کونکی د یوې مثبتې پایلې هیله لري، مګر ډاډ نلري — 'احتمال لري' د ناڅرګندتیا ښودنه کوي، خو 🙂 دا ناڅرګندتیا نرمه کوي."
}

Usage

Load the dataset directly from Hugging Face Datasets:

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("nassimjp/pashto-emotion-cleaned", split="train")

# Access an example
print(dataset[0]["text"])
print(f"Emotion: {dataset[0]['emotion']}, Intensity: {dataset[0]['intensity']}")
print(f"CoT: {dataset[0]['cot']}")

Statistics

• Total Examples: 897
• Average CoT Length: 120 characters
• Examples with Emojis: 897 (100%)

Emotion Distribution

Emotion	Count	Percentage
خنثی (Neutral)	347	38.7%
مثبت (Positive)	340	37.9%
منفي (Negative)	116	12.9%
طنز (Playful/Sarcastic)	75	8.4%
مخلوط (Mixed)	15	1.7%
حیرانتیا (Surprise)	3	0.3%

Related Datasets

This "cleaned" version is one of three formats available for this data. Depending on your use case, you might prefer one of the other formats:

• For standard fine-tuning (prompt/response): nassimjp/pashto-emotion-train
• For chat model fine-tuning (conversations list): nassimjp/pashto-emotion-chat

License

This dataset is released under the MIT License.