Climate twins of Canton, SD

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

Top match: New Ulm, MN

Month Canton New Ulm
High Low Precip High Low Precip
January 25.3°F 5.8°F 0.56 in 23.5°F 7.0°F 0.67 in
February 30.6°F 10.5°F 0.75 in 28.6°F 11.3°F 0.93 in
March 43.7°F 22.0°F 1.31 in 41.4°F 23.8°F 1.57 in
April 57.8°F 34.3°F 2.88 in 57.1°F 36.0°F 2.94 in
May 69.8°F 46.7°F 4.08 in 69.3°F 48.5°F 4.07 in
June 79.8°F 58.2°F 4.66 in 78.8°F 58.8°F 5.04 in
July 83.3°F 61.8°F 3.55 in 82.2°F 62.5°F 4.07 in
August 80.2°F 59.0°F 2.99 in 79.8°F 59.6°F 3.66 in
September 73.6°F 50.3°F 2.90 in 73.4°F 52.0°F 3.31 in
October 60.0°F 36.4°F 2.21 in 59.6°F 39.1°F 2.40 in
November 43.5°F 23.0°F 1.15 in 42.7°F 25.6°F 1.51 in
December 29.4°F 11.3°F 0.77 in 28.5°F 13.3°F 0.90 in

Cities that consider Canton their climate twin

These US cities have Canton in their top 3 most-similar list — meaning if you were to move from any of these places, Canton 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 →