Climate twins of Magnolia, IA
These are the US cities whose 12-month climate pattern most closely matches Magnolia'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: Magnolia vs its climate twin
Top match: Lambs Grove, IA
| Month | Magnolia | Lambs Grove | ||||
|---|---|---|---|---|---|---|
| High | Low | Precip | High | Low | Precip | |
| January | 30.7°F | 9.9°F | 0.72 in | 28.0°F | 10.4°F | 0.93 in |
| February | 35.5°F | 13.5°F | 0.98 in | 33.0°F | 14.4°F | 1.10 in |
| March | 48.9°F | 25.8°F | 1.82 in | 46.4°F | 25.8°F | 2.06 in |
| April | 61.7°F | 36.3°F | 3.40 in | 60.4°F | 37.1°F | 3.44 in |
| May | 72.5°F | 49.4°F | 4.95 in | 71.4°F | 49.8°F | 4.84 in |
| June | 82.4°F | 60.1°F | 5.21 in | 81.2°F | 60.0°F | 5.01 in |
| July | 85.6°F | 64.1°F | 4.06 in | 84.6°F | 63.8°F | 3.93 in |
| August | 83.7°F | 61.2°F | 4.29 in | 82.5°F | 61.4°F | 4.30 in |
| September | 77.5°F | 51.3°F | 3.54 in | 76.2°F | 52.4°F | 3.59 in |
| October | 64.7°F | 38.2°F | 2.61 in | 62.5°F | 40.4°F | 2.66 in |
| November | 48.6°F | 25.4°F | 1.45 in | 46.7°F | 27.3°F | 2.01 in |
| December | 35.3°F | 15.3°F | 1.40 in | 33.6°F | 16.9°F | 1.27 in |
Cities that consider Magnolia their climate twin
These US cities have Magnolia in their top 3 most-similar list — meaning if you were to move from any of these places, Magnolia would feel familiar.
- Baxter, IA (ranks Magnolia #1)
- Newton, IA (ranks Magnolia #1)
- Mingo, IA (ranks Magnolia #1)
- Kellogg, IA (ranks Magnolia #1)
- Lambs Grove, IA (ranks Magnolia #1)
- Reasnor, IA (ranks Magnolia #1)
- Alleman, IA (ranks Magnolia #2)
- Altoona, IA (ranks Magnolia #1)
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 →