---
license: apache-2.0
tags:
- balanced
- heavy
- moderate
- progressive
- temporal
- text-tabular
- traffic
- weak-supervision
- webdataset
---

# prepare.py

## Dataset Summary

A **traffic** dataset with **text tabular** modality, stored in **webdataset** format.

## Preprocessing & Augmentation

- **Preprocessing**: progressive
- **Augmentation**: heavy

## Splits & Sampling

- **Split strategy**: temporal
- **Sampling**: balanced

## Quality & Labeling

- **Quality filtering**: moderate
- **Labeling**: weak supervision

## Files

- `prepare.py` — main artifact of this repository

## License

See the license field above.