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medical ai / 2026

Gap Map.

Maps physician density by specialty and municipality across Japan, from public data.

A library and CLI that uses open government data to show where each specialty has more or fewer doctors, at the level of municipalities. It started as part of a clinic-assessment tool and now runs as a free map for people considering where to open a practice.