Data quality assessment and metadata reporting for data frames and database tables

Code review for data in dbt

Metadata/data identification Java library. Identifies Semantic Type information (e.g. Gender, Age, Color, Country,...). Extensive country/language support. Extensible via user-defined plugins. Comprehensive Profiling support.

Example API implementation for Data Caterer

Panda-Helper is a simple, open-source, Python data-profiling utility for Pandas' DataFrames and Series.