Climate twins of Tappahannock, VA

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

Top match: Winston-Salem, NC

Month Tappahannock Winston-Salem
High Low Precip High Low Precip
January 46.8°F 28.5°F 3.02 in 48.8°F 30.7°F 3.35 in
February 50.4°F 30.2°F 2.60 in 52.8°F 33.2°F 2.89 in
March 58.5°F 36.5°F 3.66 in 60.8°F 40.1°F 3.60 in
April 69.7°F 45.8°F 3.18 in 70.6°F 48.3°F 3.71 in
May 77.1°F 55.3°F 3.90 in 77.9°F 57.0°F 3.76 in
June 84.3°F 63.5°F 4.37 in 84.9°F 65.4°F 3.64 in
July 88.4°F 68.1°F 4.73 in 88.0°F 69.2°F 4.24 in
August 86.4°F 66.1°F 5.01 in 86.1°F 67.9°F 4.51 in
September 80.4°F 59.8°F 4.15 in 80.1°F 61.2°F 3.86 in
October 70.4°F 48.6°F 3.98 in 70.6°F 49.3°F 3.28 in
November 59.5°F 39.1°F 3.29 in 60.1°F 39.1°F 3.06 in
December 50.0°F 32.3°F 3.30 in 51.7°F 33.6°F 3.30 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 →