what is data transparency
Audit What Is Data Transparency vs Hidden Bias
From January to April 2025, the overall average effective US tariff rate rose from 2.5% to an estimated 27%, the highest level in over a century (Wikipedia). Data transparency means full disclosure of a dataset’s origin, structure and preprocessing steps to all stakeholders, enabling audit and accountability. What