Climate twins of Denton, KS

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

Top match: Purdin, MO

Month Denton Purdin
High Low Precip High Low Precip
January 36.0°F 17.0°F 0.97 in 35.0°F 17.8°F 1.40 in
February 41.5°F 20.9°F 1.37 in 40.3°F 22.0°F 1.62 in
March 53.7°F 31.2°F 2.23 in 52.9°F 32.1°F 2.80 in
April 64.5°F 41.6°F 3.75 in 63.5°F 42.4°F 3.59 in
May 74.2°F 53.1°F 5.13 in 72.5°F 52.6°F 5.23 in
June 82.9°F 63.0°F 4.50 in 81.7°F 62.3°F 5.09 in
July 86.7°F 67.0°F 5.00 in 85.2°F 65.6°F 4.99 in
August 85.4°F 64.5°F 3.90 in 84.3°F 63.8°F 4.09 in
September 78.7°F 55.9°F 3.40 in 77.3°F 55.4°F 4.19 in
October 67.0°F 43.8°F 3.06 in 65.1°F 43.5°F 3.07 in
November 52.5°F 31.8°F 1.96 in 51.4°F 32.2°F 2.35 in
December 40.0°F 22.0°F 1.57 in 39.3°F 22.6°F 1.65 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 →