Adoption signal · Object 360
great-expectations (pypi)
great-expectations (pypi): a adoption signal cited by 38 reports, first seen 2026-05-18.
As of 2026-09-14 · 38 links
Signals
The operational read — at a glance.
Each signal traces to the surface that produced it.
Analytics
This object's own intelligence.
Fused from the shipped analytics libs — Heat, demand, reflexivity, evidence independence, track record.
Graph footprint
Reports reached 38 Verticals 0 Provenance edges 38
First seen 2026-05-18 · primary vertical agencies-professional-services.
Trace in the explorer →Recommended actions
What to do next.
State-derived next moves — the hooks the decision ledger wires into.
Explore agencies-professional-services intelligence
This adoption signal evidences the agencies-professional-services vertical — open its forward cut.
Explore agencies-professional-services intelligence →Trace in the graph explorer
Inspect every linked object and its provenance method.
Trace in the graph explorer →Positions
Who's staked a decision here.
Analysts and agents record a typed stance on this object — the audit trail. The aggregate is public; the full theses are Pro.
0 pursuing 0 watching 0 passing
Take a position → No positions recorded on this object yet — be the first to stake a falsifiable claim.
What changed
What moved on this object — and around it.
A factual digest of the append-only change ledger over the last 30 days. It reports what moved — not whether it helps or hurts a thesis.
hot
18 direct changes and 1011 nearby in the last 30 days — hot
Direct changes (18)
- 2026-09-14 great-expectations (pypi): fourWeekGrowthPct -28.2 → -29.5
- 2026-09-13 great-expectations (pypi): latestDownloads 4558973 → 4560514
- 2026-09-12 great-expectations (pypi): fourWeekGrowthPct -27.5 → -28.2
- 2026-09-10 great-expectations (pypi): fourWeekGrowthPct -27 → -27.5
- 2026-09-09 great-expectations (pypi): fourWeekGrowthPct -28.1 → -27
Nearby in the vertical
- 2026-09-14 Output quality and hallucination complaints: score 86 → 82
- 2026-09-14 Air Plan Approval; Delaware; 2006 24-Hour Fine Particulate Matter Limited Maintenance Plan for the Philadelphia Nonattainment Area: daysUntilEffective -41 → -42
- 2026-09-14 Air Plan Approval; Oklahoma; Updates to the State Implementation Plan for New Source Review Permitting and General SIP Provisions: daysUntilEffective -41 → -42
- 2026-09-14 Performance Appraisal for General Schedule, Prevailing Rate, and Certain Other Employees: daysUntilEffective -38 → -39
- 2026-09-14 Air Plan Revisions; California; Antelope Valley Air Quality Management District; New Source Review; Stationary Source Permits: daysUntilEffective -27 → -28
Connections
Everything this node links to.
Each link carries its provenance — declared in the data, classified by algorithm, or inferred by overlap.
Adopted by (38)
- 10-minute client risk reports for solo financial advisors — idea · inferred (vertical finance-accounting; terms reporting)
- AI prompt audit log for marketing agencies — idea · inferred (terms audit, governance)
- Client asset intake portal for accountants — idea · inferred (vertical finance-accounting)
- Crypto signal monitor: Will Bitcoin reach $82,500 in August? — idea · inferred (vertical finance-accounting)
- Data retention cleanup assistant for small law firms — idea · inferred (vertical legal-compliance; terms data)
- Defense security cert — idea · inferred (vertical legal-compliance; terms ready)
- Dollar cost calculator for investors questioning fees — idea · inferred (vertical finance-accounting)
- Enrolled-agent exam prep fed by your real client questions — idea · inferred (vertical finance-accounting)
- Estate and inheritance facilitator marketplace — idea · inferred (vertical legal-compliance)
- Factory VR trainer — idea · inferred (vertical manufacturing-supply-chain)
- Field-to-florist translation sheets for flower farmers — idea · inferred (vertical manufacturing-supply-chain)
- Grammarly for lawsuits — idea · inferred (vertical legal-compliance)
- Licensing and approvals hub for voice actors' AI clones — idea · inferred (vertical legal-compliance; terms audit)
- Living substantiation file for Made-in-USA claims — idea · inferred (vertical legal-compliance)
- Loan covenant calendar for bootstrapped companies — idea · inferred (vertical finance-accounting; terms reporting)
- Pre-call memory cards for relationship-driven pros — idea · inferred (vertical finance-accounting)
- 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)
- Risk-flag review layer for AI-coded bookkeeping — idea · inferred (vertical finance-accounting)
- Texted-timesheet-to-payroll for franchise field crews — idea · inferred (vertical finance-accounting)
- Tone-calibrated invoice chasing for founder-led firms — idea · inferred (vertical finance-accounting)
- 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: Argentina surges in global coverage — idea · inferred (vertical manufacturing-supply-chain)
- Trade and supply-chain operations signal monitor: Canada will match US tariffs 'dollar for dollar' as trade talks break down — idea · inferred (vertical manufacturing-supply-chain)
- Trade and supply-chain operations signal monitor: Chat Control passed first round in EU Parliament — 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: China sentences official to death for taking $325M in bribes — idea · inferred (vertical manufacturing-supply-chain)
- Trade and supply-chain operations signal monitor: estados unidos - belgica — 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: Felony charges for citizen deleting phone data at US Border — idea · inferred (vertical manufacturing-supply-chain; terms data)
- 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: The next test of the democratic socialist movement and other key races to watch in Color — 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)
- Trade and supply-chain operations signal monitor: Will Francesca Hong win the 2026 Wisconsin Governor Democratic primary election? — idea · inferred (vertical manufacturing-supply-chain)
- Vetted co-packer marketplace for supplement founders — idea · inferred (vertical manufacturing-supply-chain)
- Week-by-week household money map for new widowers — idea · inferred (vertical finance-accounting)