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Docusaurus with KeytarData framework for Python

Frictionless is a framework to describe, extract, validate, and transform tabular data in Python.

Describe Data

You can infer, edit and save metadata of your data tables. It's a first step for ensuring data quality and usability.


Extract Data

You can read your data using a unified tabular interface. Data quality and consistency are guaranteed by a schema.


Validate Data

You can validate data tables, resources, and datasets. Frictionless generates a unified validation report.


Transform Data

You can clean, reshape, and transfer your data tables and datasets. Frictionless provides a pipeline capability.