Source context
Primary records, official statistics, research, and reporting have different strengths. Provenance and context matter more than a simple source count.
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Methods & standards
These are the principles and working practices Open Polityra aims to make visible. The project is early-stage; they are not a claim that every feature or review process is already implemented.
A practical research loop
A consistent record helps other people understand what happened between a question and a conclusion—and where they may reach a different one.
State the subject, scope, timeframe, and intended use before choosing a method.
Record the source, coverage, definitions, retrieval date, and any known data gaps.
Describe transformations, calculations, scenario assumptions, and relevant code or data.
Check outputs, preserve uncertainty, explain caveats, and invite independent scrutiny.
Standards that shape the work
Primary records, official statistics, research, and reporting have different strengths. Provenance and context matter more than a simple source count.
Separate source claims from analysis. Represent meaningful disagreement and avoid presenting one interpretation as settled fact.
Public information can still be sensitive or misused. Minimize unnecessary data and avoid publishing operationally harmful detail.
Prototype example
The Finland fiscal-balance work pairs a dated Eurostat data snapshot with a deterministic debt-ratio calculation and bounded scenarios. Scenario paths are illustrative, not predictions or policy recommendations. They omit real-world effects that would require additional data and expert review.
View the fiscal prototypeLimitations are part of the method
Sources may be incomplete, methods may be unsuitable, and results may be wrong. Independent domain review and human judgment remain essential; the platform cannot substitute for either.