Climate twins of Walhalla, SC

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

Top match: Burnsville, MS

Month Walhalla Burnsville
High Low Precip High Low Precip
January 51.7°F 29.2°F 5.43 in 49.4°F 27.8°F 5.16 in
February 55.7°F 30.9°F 4.78 in 54.2°F 30.6°F 5.51 in
March 63.1°F 37.1°F 5.17 in 62.9°F 37.2°F 5.92 in
April 72.2°F 44.7°F 4.75 in 72.0°F 45.5°F 5.48 in
May 78.9°F 54.5°F 4.79 in 79.1°F 55.2°F 5.39 in
June 85.4°F 63.1°F 5.25 in 85.7°F 63.4°F 4.33 in
July 88.5°F 66.5°F 4.93 in 88.4°F 67.1°F 5.00 in
August 87.3°F 66.0°F 6.17 in 88.3°F 65.9°F 5.21 in
September 81.8°F 60.1°F 4.89 in 84.1°F 58.8°F 5.28 in
October 71.7°F 47.8°F 4.60 in 73.5°F 46.2°F 3.79 in
November 62.0°F 36.8°F 4.54 in 62.0°F 36.0°F 4.51 in
December 53.9°F 31.8°F 5.80 in 52.1°F 31.2°F 6.73 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 →