Climate twins of Waubun, MN

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

Top match: Hill City, MN

Month Waubun Hill City
High Low Precip High Low Precip
January 15.2°F -2.5°F 0.79 in 17.8°F -2.9°F 0.77 in
February 21.3°F 1.5°F 0.73 in 23.5°F 0.6°F 0.73 in
March 34.4°F 15.2°F 1.08 in 36.8°F 14.4°F 1.10 in
April 51.9°F 29.9°F 1.71 in 50.2°F 28.5°F 1.80 in
May 66.0°F 43.3°F 3.15 in 64.6°F 41.4°F 3.07 in
June 74.2°F 53.5°F 4.72 in 73.3°F 51.6°F 4.63 in
July 78.5°F 57.6°F 3.76 in 78.3°F 56.5°F 4.23 in
August 78.1°F 55.0°F 3.44 in 76.4°F 54.8°F 3.39 in
September 69.2°F 46.6°F 2.76 in 68.0°F 46.4°F 3.12 in
October 53.5°F 34.4°F 2.26 in 52.2°F 33.6°F 2.55 in
November 34.1°F 19.5°F 0.96 in 36.1°F 20.1°F 1.34 in
December 21.5°F 5.6°F 1.05 in 22.6°F 5.3°F 1.01 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 →