Data quality and coverage

Detailed enrichment coverage

430 profiles have new field or leadership research, covering 2146 individually sourced facts and 113 named faculty or programme contacts. 367 profiles still require detailed research. 1 portrait has cleared identity, access and source-policy reuse checks. Other photographs remain pending.

Source access audit

All 797 records were checked for source access on 29 October 2026: 426 readable responses, 352 failed requests, and 19 responses with insufficient readable text. Accessible pages may still be generic, old or unrelated; these counts are separate from fact verification.

Download all profile research statuses · Download sourced programme facts · Download faculty and contacts

Coverage and evidence

797 references across 71 country or regional categories. 236 rows were marked source-reviewed in the original data; 430 profiles were rechecked on 29 October 2026. These counts overlap. All rows retain their original official links unless a newer checked source is documented.

Institutional leads, grants, portals and program profiles are different kinds of references. Unknown faculty, fees, duration, eligibility, visa support and deadlines remain explicitly unconfirmed. The English summaries were translated from the original Indonesian dataset; consult the linked source for authoritative wording.

Unconfirmed profile pages are accessible for research but use noindex and are excluded from the sitemap. Collection counts describe inventory coverage, not current vacancies.