SNHU publications mapped against a broader OpenAlex research universe, visualized with Gemini embeddings projected into UMAP space.
Interactive corpus mapped into a UMAP space. SNHU publications highlighted against a broader OpenAlex universe, colored by institution, field, subfield, or year.
A visual and analytical narrative tracking how major research fields and dominant clusters have shifted over time.
Data-driven insights on where SNHU should focus next, calculated using growth trends, citation impact, and collaboration signals.