---
title: HelpingAI2.5-English-openemotions
canonical_url: "https://www.modelscope.cn/datasets/HelpingAI/HelpingAI2.5-English-openemotions"
md_url: "https://www.modelscope.cn/datasets/HelpingAI/HelpingAI2.5-English-openemotions.md"
repository: HelpingAI/HelpingAI2.5-English-openemotions
last_updated: 2025-09-25
license: other
storage_size: "9.6 MB"
downloads: 18
stars: 0
---

# HelpingAI2.5-English-openemotions

> HelpingAI2.5-English-openemotions - HelpingAI 在 ModelScope 开源的数据集。🗣️ HelpingAI2.5-English-openemotions

HelpingAI/HelpingAI2.5-English-openemotions 是 ModelScope 魔搭社区上的数据集，存储大小 9.6 MB，采用 other 许可。

- **Repository**: HelpingAI/HelpingAI2.5-English-openemotions
- **License**: other
- **Storage size**: 9.6 MB
- **Downloads**: 18
- **Stars**: 0
- **Last updated**: 2025-09-25

Source: https://www.modelscope.cn/datasets/HelpingAI/HelpingAI2.5-English-openemotions

---

# 🗣️ HelpingAI2.5-English-openemotions

<div align="center">

***Empowering AI with emotional intelligence through conversations***

[![GitHub Organization](https://img.shields.io/badge/GitHub-HelpingAI-blue.svg)](https://github.com/HelpingAI)
[![Hugging Face](https://img.shields.io/badge/🤗%20Hugging%20Face-Dataset-yellow)](https://huggingface.co/datasets/OEvortex/HelpingAI2.5-English-openemotions)
[![License](https://img.shields.io/badge/License-Apache%202.0-red.svg)](https://www.apache.org/licenses/LICENSE-2.0)
[![Organization](https://img.shields.io/badge/Organization-HelpingAI-green.svg)](https://github.com/HelpingAI)

</div>

---

## 🌟 About The Dataset
HelpingAI2.5-English-openemotions is an innovative conversational dataset focused on emotional intelligence in English language interactions. This dataset is carefully curated to train AI models that can understand and generate authentic emotional responses while maintaining natural conversation flow.

### ✨ Core Features
- 🎭 **Emotional Depth**: Rich emotional expressions and patterns
- 🚀 **Universal Appeal**: Global English language context
- 🎯 **Precision**: High-quality conversational data
- 📱 **Structured Format**: JSON-based for easy integration
- 🔄 **Natural Flow**: Authentic dialogue progression

---

## 📚 Citation

If you use this dataset in your research or project, please cite it as follows:

```bibtex
@misc{helpingai2.5_english_emotions,
    title = {HelpingAI2.5-English-openemotions: An Emotional Conversation Dataset},
    author = {Abhay Koul and HelpingAI Team},
    year = {2024},
    publisher = {HelpingAI},
    journal = {GitHub repository},
    howpublished = {Hugging Face Datasets},
    url = {https://huggingface.co/datasets/OEvortex/HelpingAI2.5-English-openemotions}
}
```

### 📝 How to Cite in Papers
You can reference this dataset in your papers using:

> A. Koul et al., "HelpingAI2.5-English-openemotions: An Emotional Conversation Dataset," HelpingAI, 2024. Available: https://huggingface.co/datasets/OEvortex/HelpingAI2.5-English-openemotions

---

## 📊 Dataset Overview

### Data Format
```json
{
    "input": "",
    "output": "Emotionally intelligent response 🎭",
    "instruction": "Conversation prompt",
    "system": "System context",
    "conversation": [
        {
            "role": "system",
            "content": "System directive"
        },
        {
            "role": "user",
            "content": "User query"
        },
        {
            "role": "assistant",
            "content": "AI response"
        }
    ]
}
```

### 📈 Dataset Statistics
| Aspect | Details |
|--------|----------|
| Language | English |
| Format | JSON |
| Emoji Usage | Yes ✨ |

---

## 🎯 Use Cases

```mermaid
mindmap
  root((Dataset Applications))
    Conversational AI
      Chatbots
      Virtual Assistants
      Customer Support
    Emotion Analysis
      Sentiment Detection
      Mood Recognition
      Contextual Understanding
    Language Processing
      Natural Language Generation
      Emotional Intelligence
      Contextual Response
    Research
      Psychological Studies
      Emotion Recognition
      Human-AI Interaction
```

---

## 🚀 Quick Implementation

### Loading the Dataset
```python
from datasets import load_dataset

# Load the dataset
dataset = load_dataset("OEvortex/HelpingAI2.5-English-openemotions")

# Access a sample
sample = dataset['train'][0]
print(f"Instruction: {sample['instruction']}")
print(f"Response: {sample['output']}")
```

## 📊 Quality Metrics

| Aspect | Rating | Description |
|--------|---------|-------------|
| Emotional Depth | ⭐⭐⭐⭐⭐ | Rich emotional expressions |
| Language Quality | ⭐⭐⭐⭐⭐ | Natural English flow |
| Response Variety | ⭐⭐⭐⭐ | Diverse conversation patterns |
| Data Cleanliness | ⭐⭐⭐⭐ | Well-structured format |
| Documentation | ⭐⭐⭐⭐⭐ | Comprehensive guides |

---

## 🤝 Contributing & Community

### Ways to Contribute
- 📝 Add more conversational data
- 🔍 Improve data quality
- 🌟 Enhance documentation
- 🐛 Report issues
- 🔧 Submit fixes

### Development Discussion
Join our active discussions:
- [GitHub Discussions](https://github.com/HelpingAI/community/discussions)
- [Hugging Face Discussion](https://huggingface.co/datasets/OEvortex/HelpingAI2.5-English-openemotions/discussions)

### Contact & Support
- Dataset Maintainer: **HelpingAI**
- Organization: [HelpingAI](https://huggingface.co/OEvortex)
- Community Contact: [GitHub Issues](https://github.com/HelpingAI/community/issues)

---

## 📄 License
This dataset is released under the Apache License 2.0.

### Terms of Use
- ✅ Commercial use allowed
- ✅ Modification allowed
- ✅ Distribution allowed
- ✅ Private use allowed
- ℹ️ License and copyright notice required
- ℹ️ State changes required
- ℹ️ Source code disclosure not required

---

<div align="center">

### 🌟 Support This Dataset

If you find this dataset useful, please:

⭐ Star the repository

🔄 Share with others
 
👥 Contribute to its improvement

*Building better AI through emotional intelligence*

</div>

---

<div align="center">

*Created with ❤️ by the [HelpingAI](https://huggingface.co/HelpingAI) Community*

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