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Kwik Fill, a regional gas station chain, sits at 0.87 — the strongest pull in Northwest Bank's top 10 — while First Commonwealth Bank, a fellow bank, follows closely at 0.84. These two neighbors represent the two-peak structure: one cluster built around convenience and fuel retail, the other around community banking.
The gas station cluster is the more striking of the two. Kwik Fill (0.87), MFA Oil (0.81), and EZ Mart (0.79) are all Gas Stations subcategory; Hucks (0.78) is a Convenience Store. Together, four of the top 10 neighbors are Convenience & Fuel entities — more than any other category in the set. The banking cluster is equally present: First Commonwealth Bank (0.84), WesBanco (0.83), and First Financial (0.78) are all Banks, giving Northwest Bank three same-kind neighbors in the top 10. The remaining three — Biggby Coffee (0.81, Coffee and Tea), Sheetz (0.77, Gas Stations), and Dunham's Sports (0.76, Sporting Goods and Outdoor Gear) — reinforce the regional, everyday-errand character of the broader cluster without belonging to either peak.
The two-peak shape points to an audience that moves between local financial services and the convenience-fuel corridor — a pattern consistent with a regionally concentrated, routine-driven consumer base.
