Climate twins of Christiansburg, VA

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

Top match: Chauncey, OH

Month Christiansburg Chauncey
High Low Precip High Low Precip
January 41.5°F 23.4°F 3.19 in 38.0°F 21.5°F 2.89 in
February 44.8°F 25.8°F 2.78 in 42.2°F 23.4°F 2.94 in
March 52.7°F 31.9°F 3.69 in 52.2°F 30.1°F 3.57 in
April 63.6°F 41.0°F 3.47 in 65.2°F 39.7°F 3.78 in
May 71.3°F 49.6°F 4.69 in 72.3°F 50.0°F 4.20 in
June 78.1°F 57.9°F 4.07 in 79.5°F 59.2°F 4.50 in
July 81.6°F 61.8°F 4.13 in 82.4°F 63.0°F 4.34 in
August 80.7°F 60.3°F 3.37 in 81.5°F 61.4°F 3.16 in
September 75.1°F 53.9°F 3.73 in 76.2°F 53.8°F 3.18 in
October 65.0°F 42.8°F 2.93 in 65.2°F 42.4°F 2.93 in
November 54.8°F 33.3°F 2.84 in 53.2°F 32.1°F 2.91 in
December 45.0°F 27.4°F 3.23 in 42.6°F 26.7°F 3.16 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 →