Climate twins of Whitesburg, KY

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

Top match: West Union, WV

Month Whitesburg West Union
High Low Precip High Low Precip
January 43.8°F 24.1°F 4.04 in 40.9°F 20.8°F 3.69 in
February 48.7°F 26.3°F 4.00 in 44.4°F 22.4°F 3.51 in
March 57.3°F 31.6°F 4.59 in 54.0°F 28.9°F 4.25 in
April 68.3°F 39.7°F 4.50 in 67.0°F 38.0°F 3.89 in
May 74.2°F 50.1°F 4.93 in 75.2°F 48.5°F 5.09 in
June 79.2°F 57.5°F 4.64 in 81.7°F 57.6°F 4.93 in
July 81.8°F 63.5°F 5.60 in 84.8°F 62.1°F 5.73 in
August 80.9°F 61.8°F 4.38 in 84.1°F 60.9°F 3.66 in
September 76.3°F 55.4°F 3.48 in 79.0°F 53.7°F 3.68 in
October 67.8°F 42.1°F 2.98 in 67.9°F 41.1°F 3.47 in
November 56.8°F 32.0°F 3.08 in 55.6°F 30.9°F 3.21 in
December 46.9°F 27.3°F 4.33 in 45.3°F 25.7°F 3.98 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 →