NATIONAL FINDINGS
What survives a stronger evidence rule
The featured release contains hundreds of thousands of field-and-credential rows. Requiring at least 75 working graduates plus published earnings and debt medians leaves 10,084 program records across 234 four-digit CIP fields.
Suppression is information
A missing value is not zero and does not imply poor performance. It can reflect privacy protection, small cohorts, reporting scope, or a measure that does not apply.
Credential context matters
The same field name can appear at certificate, associate, bachelor's, master's, doctoral, and professional levels. Program comparisons on this site stay within the same credential level.