Climate twins of Stafford, KS

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

Top match: Council Grove, KS

Month Stafford Council Grove
High Low Precip High Low Precip
January 44.3°F 20.5°F 0.82 in 40.2°F 19.7°F 0.76 in
February 48.5°F 23.3°F 1.05 in 45.3°F 23.2°F 1.26 in
March 59.3°F 32.4°F 1.96 in 56.3°F 33.1°F 2.24 in
April 68.8°F 41.8°F 2.49 in 66.5°F 43.5°F 3.42 in
May 78.3°F 52.7°F 4.64 in 75.4°F 54.9°F 5.15 in
June 88.8°F 63.2°F 3.98 in 85.1°F 64.5°F 4.87 in
July 93.5°F 67.8°F 4.00 in 90.2°F 69.3°F 4.41 in
August 91.3°F 65.9°F 3.35 in 89.1°F 66.9°F 4.42 in
September 83.7°F 57.6°F 1.94 in 81.3°F 57.8°F 3.19 in
October 71.2°F 44.3°F 2.25 in 69.3°F 44.8°F 2.42 in
November 56.9°F 31.8°F 1.21 in 55.4°F 33.0°F 1.73 in
December 45.4°F 23.0°F 1.05 in 43.5°F 23.7°F 1.12 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 →