Climate twins of Shafter, CA

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

Top match: Yucca Valley, CA

Month	Shafter			Yucca Valley
	High	Low	Precip	High	Low	Precip
January	57.9°F	36.5°F	1.31 in	58.0°F	37.6°F	1.41 in
February	64.4°F	38.7°F	1.45 in	60.8°F	38.5°F	1.22 in
March	70.0°F	42.9°F	1.43 in	67.2°F	39.9°F	0.78 in
April	75.4°F	45.8°F	0.66 in	73.4°F	46.5°F	0.25 in
May	82.9°F	52.1°F	0.32 in	82.1°F	52.0°F	0.06 in
June	91.7°F	57.6°F	0.06 in	90.9°F	59.4°F	0.00 in
July	96.1°F	63.2°F	0.01 in	96.4°F	65.7°F	0.46 in
August	97.2°F	62.5°F	0.00 in	95.6°F	67.8°F	0.17 in
September	91.4°F	57.3°F	0.08 in	89.4°F	60.4°F	0.15 in
October	79.7°F	46.8°F	0.28 in	79.7°F	49.9°F	0.61 in
November	66.6°F	38.8°F	0.74 in	66.4°F	40.8°F	0.27 in
December	59.8°F	33.8°F	1.35 in	58.3°F	34.1°F	0.87 in

Cities that consider Shafter their climate twin

These US cities have Shafter in their top 3 most-similar list — meaning if you were to move from any of these places, Shafter would feel familiar.

Yucca Valley, CA (ranks Shafter #2)

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 →