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: 3822
Training Examples: 3057
Test Examples: 765
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): 1243 examples
False (no branch switch): 2579 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-v6}
}

Licensing

This dataset is released under Apache 2.0 License.