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By using the simplified polygons instead of the full resolutions ones we: - query less data from SQLite - pass less data around - give Shapely a less complicated shape to do its calculations on This makes it faster to calculate how much of each electoral ward a custom area overlaps. For the two areas in our tests: Place represented by custom area | Before | After ---------------------------------|--------|-------- Bristol | 0.07s | 0.02s Skye | 0.02s | 0.01s