---
license: mit
task_categories:
- text-classification
language:
- en
size_categories:
- n<1K
tags:
- synthetic
- vibe-data-director
---

# Dataset Card for andrewmonostate/test-apostrophe-fixed-deploy

## Dataset Description

This dataset was generated using Vibe Data Director, a tool for creating and curating text classification datasets.

### Dataset Summary

- **Session ID**: `session_3c2b08e4`
- **Generated**: 2025-08-22T23:14:44.157705
- **Total Samples**: 3
- **Classes**: complaint
- **Styles**: formal

## Dataset Structure

### Data Fields

- `text` (string): The text content of the sample
- `class` (string): The classification label
- `style` (string): The style variant applied
- `negation` (boolean): Whether negation is applied
- `source` (string): Source of the sample (seed/hf/synthetic)
- `spec_id` (string): Unique specification identifier

### Data Splits

This dataset contains a single split with all samples.

## Dataset Creation

### Curation Rationale

This dataset was created to provide targeted training data for text classification tasks.

### Source Data

The data includes:
- Seed samples uploaded by users
- Potentially augmented samples from HuggingFace
- Synthetic samples (if applicable)

## Considerations for Using the Data

### Social Impact of Dataset

This is a small, curated dataset intended for research and development purposes.

### Discussion of Biases

As with any curated dataset, there may be inherent biases in the selection and labeling of samples.

### Other Known Limitations

- Limited to 3 samples
- May not represent full diversity of real-world data

## Additional Information

### Dataset Curators

Created using Vibe Data Director

### Licensing Information

MIT License

### Citation Information

```bibtex
@misc{vibe_data_director_session_3c2b08e4,
  title={Dataset created with Vibe Data Director},
  author={Vibe Data Director},
  year={2024},
  url={https://huggingface.co/datasets/andrewmonostate/test-apostrophe-fixed-deploy}
}
```

### Contributions

Generated automatically by Vibe Data Director (Session: session_3c2b08e4)