Climate twins of Grandin, MO

These are the US cities whose 12-month climate pattern most closely matches Grandin's. Each "twin" must be at least 140 miles away to avoid trivial near-neighbor matches. Similarity is computed across all 24 monthly metrics (12 average temperatures + 12 average precipitations), normalized so temperature and precipitation contribute equally.

Side-by-side: Grandin vs its climate twin

Top match: New Burnside, IL

Month Grandin New Burnside
High Low Precip High Low Precip
January 45.9°F 24.4°F 3.41 in 43.3°F 25.5°F 3.84 in
February 50.7°F 27.2°F 3.81 in 48.7°F 29.0°F 3.64 in
March 60.1°F 34.7°F 4.66 in 58.6°F 36.9°F 4.66 in
April 70.4°F 44.2°F 5.59 in 69.7°F 46.2°F 4.96 in
May 77.9°F 54.5°F 5.69 in 77.2°F 55.6°F 5.19 in
June 86.0°F 63.6°F 3.52 in 85.2°F 62.9°F 4.08 in
July 89.6°F 68.0°F 4.63 in 88.3°F 66.5°F 4.39 in
August 88.9°F 66.3°F 3.77 in 87.4°F 64.8°F 3.65 in
September 82.4°F 57.7°F 3.70 in 82.0°F 57.5°F 3.79 in
October 71.5°F 44.7°F 3.86 in 71.2°F 46.3°F 3.84 in
November 58.6°F 34.6°F 4.87 in 57.0°F 37.2°F 4.30 in
December 48.0°F 27.6°F 4.15 in 46.3°F 29.2°F 4.16 in

How this is computed

Each city is represented by a 24-dimensional vector: 12 monthly average temperatures and 12 monthly average precipitations. Each dimension is z-score normalized across the population of US cities, so that temperature variance and precipitation variance contribute proportionally. Distance between cities is Euclidean. We filter out cities within 2° latitude/longitude (~140 miles) so that "twins" mean climatically similar but geographically distinct — not just the neighboring town. Full methodology →