Climate twins of Jupiter Island, FL

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

Top match: North Port, FL

Month Jupiter Island North Port
High Low Precip High Low Precip
January 73.7°F 53.6°F 3.17 in 74.5°F 50.0°F 2.85 in
February 76.2°F 54.8°F 2.27 in 77.6°F 52.4°F 2.44 in
March 78.5°F 57.8°F 3.95 in 80.7°F 55.2°F 3.00 in
April 83.1°F 61.6°F 2.87 in 85.2°F 59.8°F 2.98 in
May 85.9°F 67.1°F 5.73 in 89.8°F 64.9°F 3.75 in
June 88.9°F 71.5°F 9.56 in 91.7°F 70.7°F 9.95 in
July 90.3°F 72.9°F 7.00 in 92.3°F 72.8°F 9.81 in
August 90.8°F 73.9°F 9.03 in 92.5°F 73.6°F 10.12 in
September 88.5°F 72.4°F 9.17 in 90.7°F 72.2°F 8.45 in
October 85.3°F 68.3°F 5.05 in 86.5°F 66.1°F 3.19 in
November 79.2°F 62.0°F 3.44 in 80.8°F 57.4°F 2.02 in
December 75.8°F 56.7°F 2.92 in 76.6°F 53.0°F 2.51 in

Cities that consider Jupiter Island their climate twin

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