Rapid vertical construction in southern Bishkek and central microdistricts has outpaced municipal school and kindergarten capacity. When evaluating a residential building, price per square metre is only half the story—access to social infrastructure is equally critical for families and urban planners.
Measuring the Deficit Ratio in PostGIS
In the Bishkek 3D Digital Twin, every municipal school and kindergarten is indexed with its licensed student capacity and actual enrolled count:
$$\text{Deficit Ratio} = \frac{\text{Enrolled Students}}{\text{Licensed Capacity}}$$
Facilities in high-growth microdistricts frequently operate at 1.8x to 2.4x their licensed capacity.
Interactive Isochrone Visualization
When you activate the School Deficit Isochrones layer in the 3D Map, Deck.gl renders geodesic buffer zones (500m and 1.2km walking radii) around every school and kindergarten, color-coded from emerald (balanced capacity) to crimson (severe overload).
Clicking any residential building opens the Building Inspector, where the Amenities tab lists the exact distance in meters to the nearest schools, kindergartens, and 24/7 supermarkets.