Climate twins of Madill, OK
These are the US cities whose 12-month climate pattern most closely matches Madill'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: Madill vs its climate twin
Top match: Fair Oaks, OK
| Month | Madill | Fair Oaks | ||||
|---|---|---|---|---|---|---|
| High | Low | Precip | High | Low | Precip | |
| January | 52.5°F | 29.8°F | 2.22 in | 48.9°F | 28.0°F | 1.63 in |
| February | 57.5°F | 33.1°F | 2.34 in | 54.0°F | 31.7°F | 1.62 in |
| March | 66.0°F | 41.3°F | 3.07 in | 63.3°F | 40.7°F | 3.10 in |
| April | 74.7°F | 49.6°F | 3.53 in | 72.1°F | 49.5°F | 4.37 in |
| May | 81.8°F | 59.9°F | 5.64 in | 79.7°F | 59.5°F | 5.73 in |
| June | 90.2°F | 68.5°F | 4.74 in | 88.4°F | 68.7°F | 4.65 in |
| July | 95.0°F | 73.0°F | 2.72 in | 93.6°F | 73.1°F | 3.76 in |
| August | 94.9°F | 71.5°F | 2.66 in | 93.0°F | 71.5°F | 3.38 in |
| September | 87.4°F | 63.5°F | 3.98 in | 84.8°F | 62.8°F | 3.85 in |
| October | 76.8°F | 51.7°F | 4.55 in | 73.6°F | 50.9°F | 3.78 in |
| November | 64.4°F | 40.6°F | 2.75 in | 61.4°F | 39.4°F | 2.66 in |
| December | 54.4°F | 32.2°F | 3.15 in | 50.9°F | 31.1°F | 2.43 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 →