Climate twins of Hooker, OK

These are the US cities whose 12-month climate pattern most closely matches Hooker'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.

Rank 1 closest
Hereford, TX
similarity distance: 1.036 (lower = more similar)
Rank 2 closest
Tulia, TX
similarity distance: 1.047 (lower = more similar)
Rank 3 closest
Edmonson, TX
similarity distance: 1.120 (lower = more similar)

Side-by-side: Hooker vs its climate twin

Top match: Hereford, TX

Month Hooker Hereford
High Low Precip High Low Precip
January 48.9°F 21.2°F 0.55 in 51.1°F 22.5°F 0.64 in
February 52.9°F 23.2°F 0.43 in 55.5°F 25.3°F 0.45 in
March 61.7°F 31.5°F 1.26 in 64.3°F 32.4°F 1.22 in
April 70.7°F 40.9°F 1.40 in 72.4°F 39.7°F 1.09 in
May 80.2°F 51.7°F 2.46 in 81.1°F 50.3°F 2.09 in
June 90.2°F 61.8°F 2.91 in 90.2°F 60.6°F 3.34 in
July 94.1°F 66.5°F 2.86 in 92.4°F 64.8°F 2.34 in
August 92.1°F 65.1°F 2.35 in 90.7°F 63.5°F 3.04 in
September 85.6°F 56.9°F 1.27 in 83.5°F 55.8°F 1.86 in
October 72.3°F 43.6°F 1.98 in 72.6°F 43.3°F 1.85 in
November 59.3°F 31.1°F 0.59 in 60.3°F 31.3°F 0.69 in
December 48.6°F 22.2°F 1.05 in 51.1°F 23.8°F 0.72 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 →