Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
intent-classification
Languages:
English
Size:
1K - 10K
License:
File size: 1,718 Bytes
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---
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**: 2025
- **Training Examples**: 1620
- **Test Examples**: 405
- **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)**: 1211 examples
- **False (no branch switch)**: 814 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-v5}
}
```
### Licensing
This dataset is released under Apache 2.0 License.
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