Climate twins of Ingalls, KS

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

Top match: Bishop Hills, TX

Month	Ingalls			Bishop Hills
	High	Low	Precip	High	Low	Precip
January	44.6°F	18.3°F	0.56 in	51.3°F	20.5°F	0.66 in
February	48.5°F	21.1°F	0.60 in	54.6°F	23.8°F	0.54 in
March	58.6°F	30.2°F	1.43 in	63.2°F	30.8°F	1.26 in
April	67.6°F	39.4°F	1.82 in	70.1°F	38.0°F	1.39 in
May	77.6°F	50.9°F	2.75 in	79.4°F	49.0°F	2.46 in
June	87.7°F	61.7°F	3.49 in	88.1°F	59.6°F	2.78 in
July	92.8°F	66.8°F	3.23 in	90.7°F	62.8°F	2.49 in
August	90.2°F	64.6°F	2.96 in	89.4°F	61.6°F	2.83 in
September	83.4°F	55.9°F	1.33 in	83.1°F	53.6°F	1.43 in
October	70.6°F	41.9°F	1.87 in	72.5°F	41.7°F	2.05 in
November	56.7°F	29.3°F	0.67 in	59.6°F	29.5°F	0.80 in
December	45.7°F	20.0°F	0.90 in	51.4°F	22.1°F	0.56 in

Cities that consider Ingalls their climate twin

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

Pampa, TX (ranks Ingalls #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 →