Current public dataset indicators
- Entrance exams in app: 36
- Preparation resources in app: 9
- Higher-education institutes in app: 71,790
- Higher-education courses in app: 329
- Latest AI/admin refresh: 02 Aug 2026, 03:18 PM
Data sources
Dataset Sources and Update Dates
Career guidance is only useful when facts are traceable and current. This page explains how dataset records should be labelled, reviewed and corrected.
Preferred source hierarchy
- Official institution, exam authority, scholarship provider or government source.
- Recognised public datasets such as regulatory, education or labour-market references.
- Institution-reported information, clearly labelled as such.
- Third-party estimates only when official data is unavailable and uncertainty is disclosed.
Record labels
- Officially verified.
- Institution-reported.
- Third-party estimate.
- Historical data.
- Awaiting verification.
- Expired or archived.
Fields requiring strict verification
- Accreditation, recognition, professional licensing and affiliation.
- Eligibility, entrance tests, application dates and deadlines.
- Fees, scholarships, benefits, placement claims and salary ranges.
- Course approvals, visa requirements and employment forecasts.
Report a data issue
Submit correction
Help us improve by sharing the incorrect record and an official source link.