Aniwa¶

Universal dataset profiling and intelligence.

Aniwa helps developers, analysts, data engineers, and modern data teams understand datasets quickly through intelligent profiling, quality analysis, statistical summaries, and beautiful reports.

Quick Installation¶

pip install aniwa

Quick Start¶

aniwa profile customers.csv

Generate HTML report:

aniwa profile customers.csv --report html

Core Features¶

Universal Dataset Support¶

CSV
Excel
JSON
Parquet

Intelligent Profiling¶

schema analysis
quality analysis
statistical summaries
intelligent insights

Beautiful Reports¶

Rich terminal UI
JSON reports
HTML reports

Architecture¶

Aniwa follows a modular layered architecture:

CLI
--> Configuration
--> Readers
--> Profiling Engine
--> Models
--> Reports

Documentation¶

Getting Started¶

Installation, quickstart, usage, and examples.

Developer Guide¶

Architecture, profiling engine, reporting systems, and contributor workflows.

Release Notes¶

Version history and release evolution.

Philosophy¶

Aniwa is built around:

universal
developer-first
fast
modular
intelligent
beautiful
automation-friendly

Roadmap¶

Future releases are planned to include:

charts
templates
Excel/PDF reports
database support
AI-assisted profiling
governance systems

GitHub¶

Repository:

https://github.com/ReginaldErzoah/Aniwa