eda

What problem does it solve?

Automatically perform exploratory data analysis on datasets while auto-redacting PIIs to protect privacy and support compliant reporting.

Core Features & Use Cases

• PII-aware analysis: auto-redacts identifiers such as IDs, names, emails, and other sensitive fields before computations.
• Statistical & visual insights: computes summary statistics, correlations, distribution checks, and generates themed plots.
• Report generation: builds an EDA note and saves results to _research/eda-reports in Markdown format for auditing and sharing.
• Use Case: A data scientist processes a customer dataset to understand distributions and relationships while ensuring no PII is exposed in outputs.

Quick Start

Load your dataset and run the EDA workflow to produce a redacted report with themed plots.