Climate twins of Anamosa, IA

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

Top match: Johnson Creek, WI

Month Anamosa Johnson Creek
High Low Precip High Low Precip
January 26.9°F 8.8°F 1.47 in 26.8°F 11.0°F 1.64 in
February 31.7°F 12.2°F 1.56 in 31.1°F 14.1°F 1.58 in
March 45.2°F 24.5°F 1.80 in 43.2°F 24.6°F 2.14 in
April 59.4°F 35.6°F 3.99 in 56.3°F 35.5°F 4.02 in
May 70.4°F 47.0°F 4.80 in 68.7°F 48.1°F 4.45 in
June 80.1°F 57.7°F 5.78 in 78.8°F 58.1°F 4.97 in
July 82.8°F 61.8°F 5.23 in 82.4°F 62.4°F 4.54 in
August 81.0°F 59.1°F 4.46 in 80.4°F 60.8°F 4.30 in
September 74.6°F 49.6°F 3.72 in 73.6°F 51.8°F 3.72 in
October 61.4°F 37.9°F 3.24 in 60.3°F 40.6°F 3.12 in
November 45.9°F 26.0°F 2.26 in 45.1°F 28.5°F 2.37 in
December 33.1°F 16.0°F 1.84 in 32.5°F 18.2°F 1.89 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 →