Longitudinal US retail location index

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Longitudinal US retail location index: per-brand, per-quarter observed store counts with ISO vintage dates, individually verified store openings and closures (as distinct from raw record-count deltas), indexed-to-100 growth series, chain-level acceleration ranks (e.g. ranked #24 of 79 fastest-growing grocery/convenience chains), plus a four-level retail category taxonomy (Retail > Food and Beverage Retail > Farmers Market) and a forward site-selection layer ('See where [chain] opens next'). The licensable core is the verified opening/closing ground truth with vintage stamping, not the summary numbers.