Climate twins of Madison, NE

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

Top match: Dallas, SD

Month Madison Dallas
High Low Precip High Low Precip
January 31.9°F 10.4°F 0.57 in 31.6°F 10.1°F 0.55 in
February 36.3°F 14.6°F 0.73 in 35.9°F 13.1°F 0.75 in
March 48.5°F 24.1°F 1.45 in 46.8°F 22.5°F 1.34 in
April 60.5°F 35.5°F 2.94 in 57.6°F 33.3°F 3.12 in
May 71.7°F 47.7°F 4.16 in 68.8°F 45.0°F 4.13 in
June 81.7°F 58.7°F 4.45 in 79.6°F 55.9°F 4.18 in
July 85.2°F 62.4°F 3.06 in 86.6°F 61.7°F 2.99 in
August 83.2°F 60.5°F 3.63 in 84.7°F 59.3°F 3.14 in
September 77.0°F 50.5°F 2.51 in 76.7°F 49.6°F 2.41 in
October 64.2°F 36.9°F 2.65 in 61.6°F 35.7°F 2.36 in
November 48.3°F 24.7°F 1.29 in 46.8°F 23.0°F 0.95 in
December 35.4°F 14.3°F 0.76 in 34.5°F 13.8°F 0.74 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 →