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Dev Tools · 2h ago

New Python Library OMR Audits Data Quality in One Line

By Meridian48 News Desk · Summarised from DEV Community ·

OMR (Omni Data Refinement) is an open-source Python library that replaces common data quality checks like isnull() and duplicated() with a single call. It provides a 0-100 health score across five dimensions, auto-cleaning, schema validation, and drift detection. The library requires only pandas, numpy, and rich, and exports reports in HTML, Markdown, or JSON.

Meridian48 take
While OMR simplifies data profiling, its value depends on adoption and maintenance; it's a handy tool for data scientists but not a replacement for rigorous data governance.
Read the full reporting
Stop Writing .isnull() — Audit Your Dataset in One Line with OMR →
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