Climate twins of Emily, MN

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

Top match: Lake Park, MN

Month Emily Lake Park
High Low Precip High Low Precip
January 18.9°F -0.8°F 0.77 in 17.2°F -3.6°F 0.82 in
February 24.8°F 3.0°F 0.73 in 22.7°F 0.2°F 0.66 in
March 37.9°F 16.4°F 1.37 in 35.5°F 15.4°F 0.96 in
April 51.9°F 29.8°F 2.10 in 52.0°F 29.1°F 2.03 in
May 65.5°F 43.6°F 3.66 in 66.4°F 42.4°F 3.73 in
June 75.1°F 54.4°F 4.49 in 75.5°F 53.1°F 4.90 in
July 79.7°F 59.7°F 4.30 in 79.2°F 57.5°F 4.35 in
August 77.8°F 57.3°F 3.17 in 77.7°F 55.3°F 3.26 in
September 69.2°F 48.1°F 2.84 in 69.5°F 46.3°F 3.55 in
October 54.3°F 35.7°F 2.88 in 53.1°F 33.5°F 2.84 in
November 37.9°F 21.9°F 1.43 in 36.7°F 19.2°F 1.37 in
December 24.2°F 8.1°F 1.02 in 22.4°F 5.6°F 0.98 in

Cities that consider Emily their climate twin

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