Adoption signal · Object 360
great-expectations (pypi)
great-expectations (pypi): a adoption signal cited by 44 reports, first seen 2026-05-18.
As of 2026-10-12 · 44 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 44 Verticals 0 Provenance edges 44
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
19 direct changes and 1132 nearby in the last 30 days — hot
Direct changes (19)
- 2026-10-12 great-expectations (pypi): fourWeekGrowthPct -2.3 → -1.6
- 2026-10-11 great-expectations (pypi): fourWeekGrowthPct -2.4 → -2.3
- 2026-10-10 great-expectations (pypi): fourWeekGrowthPct -3.4 → -2.4
- 2026-10-09 great-expectations (pypi): latestDownloads 4419736 → 4419762
- 2026-10-08 great-expectations (pypi): fourWeekGrowthPct -3.2 → -3.4
Nearby in the vertical
- 2026-10-12 New complaint-cluster: Output quality and hallucination complaints
- 2026-10-12 AI scope-of-work reviewer for agency selection: prediction confirmed
- 2026-10-12 Approval and Promulgation of State Plan (Negative Declaration) for Designated Facilities and Pollutants; Nebraska; Commercial and Industrial Solid Waste Incineration Units: daysUntilEffective -27 → -28
- 2026-10-12 Significant New Use Rule on a Certain Chemical Substance; Multi-Walled Carbon Nanotubes: daysUntilEffective -19 → -20
- 2026-10-12 Air Plan Approval; California; San Joaquin Valley Air Pollution Control District: daysUntilEffective -41 → -42
Connections
Everything this node links to.
Each link carries its provenance — declared in the data, classified by algorithm, or inferred by overlap.
Adopted by (44)
- 10-minute client risk reports for solo financial advisors — idea · inferred (vertical finance-accounting; terms reporting)
- Advisor report card for people who just inherited — idea · inferred (vertical finance-accounting)
- 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)
- Device security checker for remote teams' mixed hardware — idea · inferred (vertical legal-compliance; terms data)
- Dollar cost calculator for investors questioning fees — idea · inferred (vertical finance-accounting)
- Drawdown planner for retirees with scattered accounts — 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)
- Late-invoice chaser for freelancers — idea · inferred (vertical finance-accounting)
- 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)
- Parental consent management for kid-facing vendors — idea · inferred (vertical legal-compliance)
- 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)
- Trade and supply-chain operations signal monitor: Will United Russia win between 340 and 354 seats in the next Russian State Duma 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)