Climate twins of Spartanburg, SC

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

Top match: Chamblee, GA

Month Spartanburg Chamblee
High Low Precip High Low Precip
January 54.1°F 31.5°F 4.34 in 51.9°F 32.7°F 4.57 in
February 58.5°F 33.8°F 3.77 in 56.4°F 35.9°F 4.47 in
March 66.0°F 39.8°F 4.81 in 64.4°F 42.2°F 4.70 in
April 74.8°F 47.3°F 4.29 in 72.7°F 49.2°F 3.87 in
May 81.0°F 56.0°F 3.92 in 80.3°F 58.5°F 3.83 in
June 87.0°F 64.6°F 4.58 in 86.2°F 66.3°F 4.69 in
July 90.1°F 68.6°F 3.97 in 89.4°F 69.9°F 4.71 in
August 88.3°F 67.8°F 4.56 in 88.2°F 69.1°F 4.51 in
September 83.4°F 61.6°F 3.65 in 82.9°F 62.8°F 4.12 in
October 74.4°F 49.0°F 3.93 in 72.8°F 50.9°F 3.39 in
November 63.8°F 38.4°F 3.72 in 62.5°F 40.6°F 4.21 in
December 55.8°F 33.6°F 4.70 in 54.4°F 35.5°F 4.36 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 →