Transparent methods
Every release documents its generator, assumptions, constraints, and validation approach.
Use synthetic data with clarity, not false certainty.
IYEOB datasets help teams prototype and teach safely. They are designed scenarios—not government statistics, survey findings, or empirical observations.
Bounded claims
Quality scores assess construction quality, not real-world representativeness.
Reproducible study
Versioned citations make classroom and research use traceable.