README.md

---
language:
- en
task_categories:
- text-classification
task_ids:
- intent-classification
tags:
- branch-switching
- healthcare
- intent-detection
- conversational-ai
size_categories:
- 1K<n<10K
license: apache-2.0
---

# Branch Switch Classification Dataset (Augmented)

## Dataset Description

This dataset contains augmented training data for classifying whether a user's text indicates an intent to switch to a different branch/location in a healthcare/service context.

### Dataset Summary

- **Total Examples**: 6877
- **Training Examples**: 5501
- **Test Examples**: 1376
- **Features**: Text statements and binary classification labels
- **Language**: English
- **Domain**: Healthcare/Service branch switching

### Data Fields

- `statement`: The input text/query from user
- `wants_branch_switch`: Boolean label (True/False) indicating branch switch intent

### Label Distribution

- **True (wants branch switch)**: 3117 examples
- **False (no branch switch)**: 3760 examples

### Use Cases

- Intent classification for customer service chatbots
- Branch switching detection in healthcare systems
- Location preference understanding in service applications

### Data Augmentation

This dataset has been augmented using:
- Synonym replacement
- Keyboard error simulation
- Manual location-specific variations
- Typo generation for place names

### Citation

If you use this dataset, please cite:

```
@dataset{branch_switch_augmented,
  author = {Sai Rohith},
  title = {Branch Switch Classification Dataset (Augmented)},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/hitty28/branch-switch-v4}
}
```

### Licensing

This dataset is released under Apache 2.0 License.