Climate twins of Madisonville, KY
These are the US cities whose 12-month climate pattern most closely matches Madisonville'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: Madisonville vs its climate twin
Top match: Knobel, AR
| Month | Madisonville | Knobel | ||||
|---|---|---|---|---|---|---|
| High | Low | Precip | High | Low | Precip | |
| January | 44.8°F | 28.3°F | 3.77 in | 44.7°F | 28.2°F | 3.32 in |
| February | 49.9°F | 31.6°F | 4.01 in | 50.1°F | 31.7°F | 3.74 in |
| March | 60.0°F | 39.4°F | 5.28 in | 59.7°F | 40.0°F | 4.74 in |
| April | 71.5°F | 49.4°F | 5.16 in | 70.6°F | 49.5°F | 5.48 in |
| May | 79.1°F | 59.0°F | 5.12 in | 79.1°F | 59.6°F | 5.09 in |
| June | 86.3°F | 66.7°F | 4.93 in | 87.1°F | 67.9°F | 3.87 in |
| July | 89.3°F | 69.9°F | 5.02 in | 89.7°F | 71.1°F | 4.01 in |
| August | 88.7°F | 68.3°F | 2.68 in | 88.7°F | 68.7°F | 3.29 in |
| September | 83.1°F | 61.3°F | 3.51 in | 82.7°F | 60.4°F | 3.34 in |
| October | 71.9°F | 50.1°F | 4.06 in | 72.2°F | 49.0°F | 3.72 in |
| November | 58.4°F | 39.9°F | 4.13 in | 58.4°F | 39.2°F | 4.56 in |
| December | 48.0°F | 32.2°F | 4.54 in | 47.8°F | 31.5°F | 4.33 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 →