Climate twins of Bloomburg, TX

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

Top match: Metcalfe, MS

Month Bloomburg Metcalfe
High Low Precip High Low Precip
January 56.2°F 33.1°F 4.12 in 53.0°F 35.1°F 4.49 in
February 60.1°F 36.5°F 4.67 in 57.9°F 37.9°F 4.72 in
March 68.7°F 43.4°F 4.51 in 66.0°F 45.2°F 4.71 in
April 76.1°F 50.6°F 4.46 in 74.5°F 53.5°F 5.01 in
May 83.2°F 60.4°F 5.17 in 82.7°F 62.4°F 3.79 in
June 90.6°F 68.6°F 3.86 in 89.4°F 69.3°F 3.32 in
July 94.4°F 71.7°F 3.29 in 92.5°F 72.4°F 3.18 in
August 94.7°F 71.0°F 3.10 in 92.3°F 70.9°F 2.83 in
September 88.4°F 64.0°F 3.86 in 88.0°F 64.0°F 3.62 in
October 78.0°F 52.0°F 4.42 in 77.2°F 53.0°F 4.22 in
November 66.2°F 42.2°F 4.06 in 64.7°F 42.4°F 4.01 in
December 58.3°F 35.7°F 4.76 in 55.2°F 37.1°F 5.10 in

Cities that consider Bloomburg their climate twin

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