McAllen nearby infrastructure and amenity access

NearbyIndex scores access to mapped daily services. Walkability also depends on routes, street conditions, safety, and comfort.

Population: 140K

Score Range

10-49 (best: 72)

10th-90th percentile

Based on 17 sample points6% score 60+0% score 80+

Groceries

40

Restaurants & Cafes

24

Public Transit

4

Healthcare

62

Education

31

Parks & Recreation

25

Shopping

23

Entertainment

25

Click the map to explore specific locations

NearbyIndex Amenity Access Profile v1.0.0

Evidence profile for McAllen

Calculated August 16, 2026

The median sampled point scores 28. A total of 6% of analyzed points score 60 or more. The typical range is 10–49, a 39-point difference. The strongest category is Healthcare (62). The weakest is Public Transit (4).

Median access
28/100
The middle analyzed grid-point score.
High-access coverage
6%
Analyzed grid points with a score of 60 or more.
Consistency
61/100
100 minus the 10th-to-90th percentile width.
Category balance
42/100
100 minus the strongest-to-weakest category difference.
Grid evidence
17 analyzed of 17 points
Estimated scored area
113.9 km²
Mapped place records
Not available
Named-area coverage
24% of grid points
How to read this profile: it measures access to mapped destinations. It does not measure walking routes, crossings, pavements, slope, safety, accessibility, opening hours, or transit frequency. The scored area is a rectangle inferred from local place data. It is not an official city boundary.

Review every formula and source on the methodology page. Download the reviewed dataset as versioned JSON.

Nearby infrastructure across McAllen

6% of sampled points score 60 or more for nearby daily amenities. The model uses straight-line distance to groceries, food, transit, healthcare, education, parks, shopping, and entertainment.

This page is outside the reviewed city core. Use it for exploration, and verify the result with local sources.

Weakest categories

Shopping (23), Public Transit (4)

Scores range from 2 to 72 across neighborhoods — location matters a lot in this city.

Named-area data for McAllen

NearbyIndex matched 4 of 17 grid points (24%) to source neighborhood boundaries. That is not enough for a responsible area ranking, so this page does not generate neighborhood results from compass labels.

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Want to check a specific address in McAllen?

Use the interactive map above or search any address to see its NearbyIndex score.

Curious how the score is computed? Read the methodology.

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