Great Expectations

Data quality framework for validating pipelines

About Great Expectations

Great Expectations is a data quality platform built for data engineers and analysts who need to define expectations and validate data in pipelines and warehouses. It provides declarative checkpoints profiling and documentation sites, so teams can catch bad data before stakeholders see it silent data failures discovered in dashboards. The workflow keeps setup practical for everyday use, with documentation and integrations that fit existing stacks rather than forcing a complete replacement of tools a team already relies on

Great Expectations key facts

Category: Data & Analytics
Pricing: Freemium — a free tier lets you start, and paid plans are available if you need more.
Focus areas: data quality, validation, open source
Official site: greatexpectations.io

About the Data & Analytics category

Analytics and BI platforms that turn raw data into clear insights. The Data & Analytics category on Tools Hub currently lists 712 tools. Alongside Great Expectations, it includes Soda, Monte Carlo, Elementary, Atlan.

FreemiumData & Analyticsdata-qualityvalidationopen-source

More in Data & Analytics

Comparing tools in the Data & Analytics category? These related listings are worth a look: Soda — Data quality platform with checks as code; Monte Carlo — Data observability and reliability platform; Elementary — Data observability built for dbt projects.