Frictionless Data Frictionless Data
  • Guide
  • Table Schema
  • Data Package
Specs
  • Application
  • Framework
  • Libraries
    • GoodTables
    • DataHub
    • Labs
  • Reproducible Research
  • Case Studies
  • Pilots
  • Chat
  • Forum
  • Support
  • Events Calendar
  • Contribute
  • Code of Conduct
Team
About
Blog
  • Guide
  • Table Schema
  • Data Package
Specs
  • Application
  • Framework
  • Libraries
    • GoodTables
    • DataHub
    • Labs
  • Reproducible Research
  • Case Studies
  • Pilots
  • Chat
  • Forum
  • Support
  • Events Calendar
  • Contribute
  • Code of Conduct
Team
About
Blog
  • Frictionless Data Labs

    • Labs tools
      • Data Curator
      • Data Quality Dashboard and CLI

Frictionless Data Labs

Tooling and approaches to data that are in varied stages of maturity.

Under the Frictionless Data umbrella, there are several useful tools and ideas that are contributed by the core team and the wider community, but that are not yet fully fleshed out as stable solutions. In general, we take an approach of rough consensus and running code, and any or all of these tools could be further developed as we as a community work on new projects and use cases that require a “frictionless” approach to data.

# Labs tools

# Data Curator

Data Curator is a simple desktop data editor to help describe, validate and share usable open data. It uses Table Schema and Data Package to import and export data, and also for the internal representation of data.

Find out more

# Data Quality Dashboard and CLI

The Data Quality Dashboard (and its accompanying CLI ) provide a simple way to visualize the data quality of a collection of data. There are methods to automatically ingest all tabular data on a given CKAN endpoint, and to provide a custom collection of data. The state of the data quality for each file is saved, so that change over time can be tracked.

Find out more