Public preview coverage

Current public snapshot: 690 school-topic rows, 6,163 institution profiles, 0 ranked institutions, and 6 searchable topic records. Topic universe status: preview_seeded, not universal OpenAlex topic coverage. Coverage and scoring are different: institution profiles do not imply research strength. Directory-only profiles are explicitly separate from research-ranked school-topic rows. No sufficient research evidence for this topic is shown instead of fabricated scores.

Methodology: SignalSpore Research Graph v0.1. Dataset version: research-refresh-2026-06-18. No synthesized rows. Source statuses are snapshot, inactive, pending, blocked, or scheduled_refresh only when monitored refresh metadata exists.

API build-info · build-info text · coverage model · source health · research-area API

Methodology for topic-specific research intelligence

SignalSpore ranks school-topic pairs, not universal prestige. Components: research strength, expertise density, momentum, funding pulse, topic leadership, undergraduate research opportunity, data confidence, and final signal score.

Exact ranks are shown only when confidence supports them. Otherwise SignalSpore shows rank bands and caveats.