A Python package for PII detection and classification
Project description
Privacy Sherlock - PII Detection and Classification
This Python package helps detect Personally Identifiable Information (PII) in various data sources (e.g., MySQL, Amazon S3, MongoDB) and classifies them into categories (financial, personal, etc.). It supports PII risk assessment and visualization of the data.
Features
- Detects PII using regular expressions.
- Classifies PII into categories like financial and personal.
- Supports data ingestion from MySQL, Amazon S3, and MongoDB.
- Provides a risk score based on the detected PII.
- Visualizes PII distribution using Plotly.
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