# Pandas PII Masking — Redact Personal Data Locally

> Mask PII in pandas DataFrames using a local Rust kernel. No cloud, no API key.

Canonical: https://omna.dev/pandas-pii-masking

```python
import pandas as pd, omna
df.omna.mask(columns=["note"])
```