verilerevidence
Verilerevidence is a term used to describe a framework for treating data as evidence in reasoning, evaluation, and decision making. The concept merges data-centric analysis with the standards of evidence used in science, policy, and practice, aiming to make conclusions more transparent and verifiable.
Verilerevidence seeks to codify how data should be collected, validated, and interpreted so that outcomes are
Core principles include provenance (clear documentation of data origin and lineage), data quality assessment (evaluating accuracy,
A typical verilerevidence workflow involves data collection and cleaning, validation and quality checks, analysis with sensitivity
The concept is used in research, public policy evaluation, business analytics, and journalism to substantiate claims
Dependence on data quality, representativeness, and measurement error can limit credibility. Bias, selective reporting, and privacy
Evidence-based practice, data provenance, data governance, reproducibility.