Climate twins of Bay Lake, FL

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

Top match: Homeland, GA

Month Bay Lake Homeland
High Low Precip High Low Precip
January 71.3°F 48.7°F 2.97 in 66.6°F 43.7°F 3.83 in
February 75.0°F 50.6°F 2.34 in 70.2°F 46.5°F 3.37 in
March 78.7°F 54.7°F 3.17 in 76.3°F 50.9°F 3.73 in
April 83.5°F 58.9°F 3.08 in 82.7°F 56.7°F 3.50 in
May 88.9°F 66.0°F 4.22 in 88.4°F 63.8°F 3.28 in
June 91.9°F 71.0°F 8.14 in 92.6°F 70.4°F 6.96 in
July 92.6°F 73.0°F 7.65 in 94.4°F 72.7°F 7.07 in
August 92.4°F 73.1°F 7.81 in 93.2°F 72.9°F 7.76 in
September 91.0°F 71.8°F 6.02 in 89.5°F 69.7°F 5.59 in
October 85.0°F 65.3°F 3.75 in 82.6°F 61.1°F 3.41 in
November 78.8°F 56.8°F 2.06 in 74.7°F 51.7°F 1.89 in
December 73.4°F 51.7°F 2.43 in 68.4°F 46.3°F 2.77 in

Cities that consider Bay Lake their climate twin

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