README.md

metadata

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: 6835
• Training Examples: 5468
• Test Examples: 1367
• 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): 3095 examples
• False (no branch switch): 3740 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-v3}
}

Licensing

This dataset is released under Apache 2.0 License.