Climate twins of Smithfield, NC

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

Top match: Elizabeth City, NC

Month Smithfield Elizabeth City
High Low Precip High Low Precip
January 53.6°F 31.4°F 3.45 in 53.2°F 33.6°F 3.64 in
February 57.0°F 33.3°F 3.31 in 56.2°F 34.7°F 3.29 in
March 64.5°F 39.3°F 4.01 in 63.2°F 41.1°F 4.17 in
April 74.1°F 47.5°F 3.69 in 72.2°F 50.4°F 3.47 in
May 81.0°F 57.4°F 4.20 in 78.9°F 58.9°F 4.07 in
June 88.3°F 65.9°F 4.67 in 85.8°F 68.4°F 4.49 in
July 91.7°F 70.8°F 5.54 in 88.9°F 72.5°F 5.93 in
August 89.3°F 68.6°F 5.28 in 87.3°F 70.9°F 5.91 in
September 83.6°F 62.9°F 5.51 in 82.2°F 66.0°F 5.32 in
October 74.3°F 50.1°F 3.21 in 74.1°F 54.7°F 3.70 in
November 64.4°F 39.0°F 3.25 in 64.0°F 43.7°F 3.39 in
December 56.7°F 33.8°F 3.25 in 56.4°F 37.6°F 3.88 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 →