great-expectations

PyPI v1.16.0

6,653,903 weekly downloads · Apache-2.0 · 22 Dependencies

Recently publishedMany dependencies (20+)

Source data as of:

Summary

Always know what to expect from your data.

Install pip install great-expectations

Registry values

Reproduced verbatim from the official registry, with the source named on each value.

Weekly downloads 6,653,903 Source: PyPI (Python Package Index)
Releases 354 Last release: 2026-04-09 Source: PyPI (Python Package Index)
Dependencies 22 Source: PyPI (Python Package Index)

Description

Always know what to expect from your data.

Registry-supplied description, cleaned to plain text. Source: PyPI (Python Package Index).

Package details

Package
great-expectations
Registry
PyPI
Version
1.16.0
Weekly downloads
6,653,903 (weekly)
License
Apache-2.0
Dependencies
22: altair, cryptography, jinja2, jsonschema, marshmallow, mistune, numpy, packaging, pandas, pydantic, pyparsing, python-dateutil, requests, ruamel.yaml, scipy, tqdm, typing-extensions, tzlocal
Releases
354
Last release
2026-04-09
First published
2017-12-22
Keywords
data science testing pipeline data quality dataquality validation datavalidation
Homepage
https://greatexpectations.io
Repository
https://greatexpectations.io

Why a field shows "—": A dash means the value is not published by the source registry for that package. Quanteta never fills in a guessed value — a missing field stays blank.

Derived indices (computation method published)

Quanteta-computed from the registry values below. This is a derived index, not a measured registry metric. See the formula on the Data & Sources page.

Q-Vitality Quanteta 58.2 / 100 Maintenance activity index (release cadence + download level).
Q-Trust Quanteta 12.1 / 100 Adoption / stability index (community size + download stability + age).
Q-Risk Quanteta 45.2 / 100 Dependency-surface index. Higher = more risk factors detected.

Data & Sources

Related packages

Other packages sharing a factual facet, for cross-reference. A descriptive neighbourhood — ordering does not imply a recommendation.

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Same license

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