datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
public-policy-announcement-implementation-coherence-risk-v0.1What this repo is for
Detect when governments announce
but cannot deliver.
Flags
strong announcement
weak resources
delayed implementation
rising expectation gap
This completes the public policy suite.
public-policy-budget-outcome-coherence-risk-v0.1What this repo is for
Detect when government spending stops producing outcomes.
You use it to flag
spend rising while outputs stagnate
outputs rising while outcomes stay flat
execution bottlenecks that block delivery
harm signals where outcomes worsen despite spend
Why it matters
It gives you an early warning system.
Before audits.
Before media scandal.
Before collapse.
public-policy-regulation-compliance-outcome-coherence-risk-v0.1What this repo is for
Detect when rules exist but outcomes don’t change.
You use it to flag
high compliance but no outcome improvement
low inspection capacity masking risk
rule complexity blocking enforcement
enforcement collapse before public failure
public-policy-infrastructure-maintenance-failure-risk-v0.1What this repo is for
Detect infrastructure failure
before collapse becomes visible.
Flags:
maintenance delayed
condition declining
incident rates rising
budget spent but assets still degrading
Used for
transport
power grids
water systems
public assets
public-policy-waitlist-capacity-demand-coherence-risk-v0.1What this repo is for
Detect when public services enter queue failure.
You use it to flag
demand rising while capacity stays flat
nominal capacity rising but usable throughput failing
waitlists growing despite stable inputs
regional variance that signals uneven delivery
public-policy-data-reporting-ground-reality-coherence-risk-v0.1What this repo is for
Detect when official metrics
no longer reflect reality.
Flags:
reported improvement without field improvement
audit discrepancies
rising variance between sources
inflated performance indicators
public-policy-procurement-contract-delivery-coherence-risk-v0.1What this repo is for
Spot delivery failure early by reading procurement signals.
You use it to flag
scope drift via change orders
cost drift without delivery explanation
quality defects that turn into acceptance delays
emergency procurement that hides weak scope discipline
public-policy-policy-intent-behavior-response-coherence-risk-v0.1What this repo is for
Detect when policies fail
because people adapt around them.
Flags:
loophole exploitation
avoidance behavior
compliance without outcome
unintended system effects
This closes the public-policy domain.
public-policy-program-targeting-beneficiary-coherence-risk-v0.1What this repo is for
Detect when public programs
reach the wrong people
or fail to reach the right ones.
Flags:
low uptake among intended group
high leakage outside target group
benefits delivered without outcome change
regional targeting distortion
test_data_policy_recommendations_plus_public_opinionpublic-policy-procurement-award-delivery-coherence-risk-v0.1What this repo is for
Detect when government projects fail before failure is visible.
Flags:
weak vendor capacity after award
tender ambiguity causing cost overruns
delays between award and execution
rising costs without delivery progress
This is one of the highest-loss zones in public spending.