Climate twins of Fairfax, VA

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

Top match: Trenton, NJ

Month Fairfax Trenton
High Low Precip High Low Precip
January 42.3°F 23.4°F 3.28 in 39.7°F 24.3°F 3.29 in
February 45.3°F 24.3°F 2.62 in 42.8°F 25.9°F 2.65 in
March 53.3°F 31.6°F 3.84 in 50.8°F 32.7°F 4.00 in
April 64.8°F 41.2°F 3.39 in 62.9°F 42.1°F 3.63 in
May 71.6°F 52.1°F 4.28 in 72.4°F 51.6°F 3.99 in
June 79.5°F 61.0°F 4.13 in 81.0°F 60.9°F 4.35 in
July 83.8°F 66.6°F 4.26 in 86.0°F 66.6°F 4.42 in
August 82.4°F 64.9°F 3.54 in 84.0°F 64.8°F 4.22 in
September 75.9°F 57.1°F 4.16 in 77.1°F 57.7°F 4.05 in
October 65.4°F 45.2°F 3.51 in 65.5°F 45.9°F 3.79 in
November 55.8°F 34.6°F 3.13 in 54.5°F 36.3°F 3.20 in
December 46.2°F 28.3°F 3.43 in 44.4°F 29.3°F 4.04 in

Cities that consider Fairfax their climate twin

These US cities have Fairfax in their top 3 most-similar list — meaning if you were to move from any of these places, Fairfax would feel familiar.

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 →