great-expectations (pypi)

A node in the IdeaNavigator AI intelligence graph with 18 connections across 18 reports.

great-expectations packageName

pypi ecosystem

Data quality and validation framework for audit-ready analytics pipelines. description

finance-accounting, legal-compliance, manufacturing-supply-chain verticals

audit, data quality, governance, reporting, validation keywords

6240068 latestDownloads

11614 latestStars

305.2 fourWeekGrowthPct

surging velocityBand

2026-05-18 downloads=1450000 stars=9800, 2026-05-25 downloads=1490000 stars=9890, 2026-06-01 downloads=1540000 stars=9990, 2026-06-08 downloads=1600000 stars=10100, 2026-06-18 downloads=6272420 stars=11572, 2026-06-19 downloads=6257526 stars=11580, 2026-06-20 downloads=6203744 stars=11587, 2026-06-21 downloads=6207384 stars=11592, 2026-06-22 downloads=6198870 stars=11592, 2026-06-24 downloads=6137266 stars=11599, 2026-06-25 downloads=6157386 stars=11600, 2026-06-26 downloads=6172014 stars=11598, 2026-06-27 downloads=6221645 stars=11603, 2026-06-28 downloads=6208854 stars=11603, 2026-06-29 downloads=6215754 stars=11603, 2026-06-30 downloads=6234097 stars=11607, 2026-07-02 downloads=6240068 stars=11614 series

Adopted by (18)

AI prompt audit log for marketing agencies — idea · inferred (terms audit, governance)
Client asset intake portal for accountants — idea · inferred (vertical finance-accounting)
Data retention cleanup assistant for small law firms — idea · inferred (vertical legal-compliance; terms data)
Dollar cost calculator for investors questioning fees — idea · inferred (vertical finance-accounting)
Estate and inheritance facilitator marketplace — idea · inferred (vertical legal-compliance)
Factory VR trainer — idea · inferred (vertical manufacturing-supply-chain)
Grammarly for lawsuits — idea · inferred (vertical legal-compliance)
Loan covenant calendar for bootstrapped companies — idea · inferred (vertical finance-accounting; terms reporting)
Private AI prompt workspace for sensitive teams — idea · inferred (vertical legal-compliance; terms governance)
Purchase order exception tracker for small manufacturers — idea · inferred (vertical manufacturing-supply-chain)
Quantum risk monitor — idea · inferred (vertical legal-compliance; terms data)
Trade and supply-chain operations signal monitor: Albany, Hudson Valley face heavy rain as storm hits Northeast — idea · inferred (vertical manufacturing-supply-chain)
Trade and supply-chain operations signal monitor: Chicago, Illinois weather forecast: Tornado Watch issued for parts of area | Radar — idea · inferred (vertical manufacturing-supply-chain)
Trade and supply-chain operations signal monitor: Federal judge blocks Trump effort to make voters show proof of citizenship — idea · inferred (vertical manufacturing-supply-chain)
Trade and supply-chain operations signal monitor: MEPs urge FIFA to investigate chief Infantino over Trump peace prize — idea · inferred (vertical manufacturing-supply-chain)
Trade and supply-chain operations signal monitor: Primary election results: Congressional District 1 — idea · inferred (vertical manufacturing-supply-chain)
Trade and supply-chain operations signal monitor: U.S. strikes Iranian military sites after ship was hit in Strait of Hormuz — idea · inferred (vertical manufacturing-supply-chain)
Trade and supply-chain operations signal monitor: US-Iran talks to begin Sunday in Switzerland as Tehran closes the strait over Lebanon fi — idea · inferred (vertical manufacturing-supply-chain)

great-expectations (pypi)

Everything this node links to.

Adopted by (18)