Climate twins of Chapmanville, WV

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

Top match: London, KY

Month Chapmanville London
High Low Precip High Low Precip
January 44.5°F 26.6°F 3.45 in 45.2°F 26.7°F 3.89 in
February 49.3°F 29.0°F 3.45 in 49.7°F 29.7°F 4.02 in
March 58.9°F 34.8°F 4.33 in 58.4°F 36.2°F 4.57 in
April 71.2°F 43.8°F 4.36 in 69.3°F 44.9°F 4.65 in
May 78.7°F 54.0°F 5.33 in 76.7°F 54.1°F 5.04 in
June 85.8°F 62.6°F 4.89 in 83.5°F 62.4°F 5.06 in
July 88.6°F 66.9°F 5.88 in 86.3°F 66.3°F 5.16 in
August 87.5°F 65.8°F 3.94 in 85.6°F 64.8°F 3.97 in
September 81.9°F 59.0°F 3.34 in 80.0°F 57.6°F 3.55 in
October 70.2°F 46.7°F 3.17 in 69.5°F 45.4°F 3.29 in
November 58.4°F 36.0°F 2.94 in 57.9°F 35.5°F 3.52 in
December 48.0°F 30.7°F 4.16 in 48.5°F 30.3°F 4.54 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 →