Climate twins of McKinley, MN

These are the US cities whose 12-month climate pattern most closely matches McKinley'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: McKinley vs its climate twin

Top match: Kelliher, MN

Month McKinley Kelliher
High Low Precip High Low Precip
January 16.5°F -1.5°F 0.77 in 16.9°F -4.9°F 0.77 in
February 22.1°F 1.7°F 0.70 in 23.0°F -2.4°F 0.64 in
March 35.3°F 14.3°F 1.16 in 35.0°F 9.7°F 1.20 in
April 49.0°F 27.6°F 1.95 in 49.5°F 26.2°F 1.82 in
May 63.1°F 40.7°F 3.00 in 62.8°F 39.3°F 3.01 in
June 72.3°F 51.1°F 4.25 in 72.1°F 51.1°F 4.23 in
July 77.2°F 55.6°F 3.92 in 77.1°F 54.7°F 3.84 in
August 75.5°F 53.8°F 3.49 in 75.8°F 52.3°F 3.20 in
September 66.0°F 45.3°F 3.44 in 67.0°F 44.7°F 3.10 in
October 50.9°F 33.4°F 2.55 in 52.4°F 34.1°F 2.68 in
November 34.5°F 19.9°F 1.35 in 34.7°F 19.3°F 1.36 in
December 21.8°F 6.4°F 1.00 in 21.8°F 3.8°F 1.03 in

Cities that consider McKinley their climate twin

These US cities have McKinley in their top 3 most-similar list — meaning if you were to move from any of these places, McKinley would feel familiar.

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 →