Climate twins of Walker, MO
These are the US cities whose 12-month climate pattern most closely matches Walker'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: Walker vs its climate twin
Top match: Wardsville, MO
| Month | Walker | Wardsville | ||||
|---|---|---|---|---|---|---|
| High | Low | Precip | High | Low | Precip | |
| January | 41.5°F | 21.5°F | 1.77 in | 39.6°F | 21.0°F | 2.21 in |
| February | 46.6°F | 25.5°F | 2.07 in | 45.1°F | 24.7°F | 2.30 in |
| March | 56.6°F | 34.9°F | 3.41 in | 55.5°F | 33.7°F | 3.24 in |
| April | 66.6°F | 44.7°F | 5.20 in | 66.6°F | 43.8°F | 4.78 in |
| May | 75.3°F | 54.9°F | 6.77 in | 75.2°F | 54.6°F | 5.17 in |
| June | 84.4°F | 64.3°F | 5.35 in | 83.9°F | 64.3°F | 4.20 in |
| July | 88.7°F | 68.4°F | 4.74 in | 88.0°F | 68.6°F | 4.35 in |
| August | 88.0°F | 66.6°F | 3.83 in | 87.2°F | 66.6°F | 4.13 in |
| September | 80.3°F | 58.3°F | 4.60 in | 79.9°F | 58.1°F | 4.24 in |
| October | 69.3°F | 46.2°F | 3.45 in | 68.5°F | 45.8°F | 3.44 in |
| November | 56.2°F | 35.2°F | 3.06 in | 55.1°F | 34.8°F | 3.24 in |
| December | 45.3°F | 26.2°F | 2.22 in | 44.0°F | 25.7°F | 2.30 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 →