Climate twins of Harrold, SD

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

Top match: Lemmon, SD

Month Harrold Lemmon
High Low Precip High Low Precip
January 27.1°F 3.3°F 0.49 in 28.8°F 8.9°F 0.26 in
February 32.3°F 7.5°F 0.44 in 32.6°F 12.0°F 0.48 in
March 44.4°F 18.6°F 0.82 in 45.0°F 21.2°F 0.79 in
April 57.6°F 28.7°F 1.93 in 57.7°F 31.7°F 1.71 in
May 68.9°F 41.1°F 2.73 in 69.1°F 42.9°F 2.84 in
June 79.2°F 52.6°F 3.30 in 78.7°F 52.8°F 3.03 in
July 86.9°F 58.3°F 2.68 in 86.7°F 58.6°F 2.75 in
August 85.5°F 55.9°F 1.93 in 86.0°F 56.6°F 2.11 in
September 77.5°F 45.6°F 1.80 in 76.8°F 47.3°F 1.48 in
October 61.0°F 30.9°F 1.44 in 59.8°F 34.6°F 1.54 in
November 44.4°F 17.9°F 0.54 in 43.5°F 21.9°F 0.60 in
December 31.0°F 7.2°F 0.54 in 31.9°F 12.3°F 0.41 in

Cities that consider Harrold their climate twin

These US cities have Harrold in their top 3 most-similar list — meaning if you were to move from any of these places, Harrold 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 →