Question 1
Which cities make useful reference points for Kaumakani?
Within Hawaii, the closest population matches are Papaikou (1,325 residents, $80,972 income); Leilani Estates (1,415 residents, $23,177 income); Poipu (1,418 residents, $138,864 income). Outside the state, the closest population matches in this dataset are Sutton-Alpine, AK (1,361 residents); Carbondale, KS (1,361 residents); Hatfield, MA (1,361 residents). A third, income-matched reference set of 6 out-of-state cities sits in the income neighbourhood chart near the Place Dossier plate. These are mechanical peer sets, not claims that the places share a labor market, climate, culture, or metro context.
Use the in-state set to hold state policy and broad price conditions more nearly constant. Use the nationwide size set to ask whether cities with a similar resident count produce different housing, income, or commute outcomes. The income set is a third lens, deliberately separate from population matching.
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