Climate twins of Duncan, OK

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

Top match: Fair Oaks, OK

Month Duncan Fair Oaks
High Low Precip High Low Precip
January 51.9°F 28.4°F 1.52 in 48.9°F 28.0°F 1.63 in
February 56.5°F 31.9°F 1.84 in 54.0°F 31.7°F 1.62 in
March 64.8°F 41.2°F 2.76 in 63.3°F 40.7°F 3.10 in
April 73.4°F 49.0°F 3.45 in 72.1°F 49.5°F 4.37 in
May 80.5°F 59.0°F 5.58 in 79.7°F 59.5°F 5.73 in
June 88.5°F 68.0°F 4.49 in 88.4°F 68.7°F 4.65 in
July 93.5°F 71.6°F 2.58 in 93.6°F 73.1°F 3.76 in
August 93.2°F 70.8°F 2.90 in 93.0°F 71.5°F 3.38 in
September 85.8°F 63.3°F 3.79 in 84.8°F 62.8°F 3.85 in
October 75.5°F 50.8°F 3.86 in 73.6°F 50.9°F 3.78 in
November 63.5°F 39.2°F 2.33 in 61.4°F 39.4°F 2.66 in
December 53.6°F 30.7°F 2.04 in 50.9°F 31.1°F 2.43 in

Cities that consider Duncan their climate twin

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