Health Lens dimensions

Neighborhood Walkability

Dimension 965 of 1,100 · Health Lens

Excitement Index
0.0451

Neighborhood Walkability measures how much an expression reflects a local environment that supports everyday walking, physical activity, and access to needed destinations and resources. It encompasses perceived safety, pleasantness, infrastructure, and availability of nearby places that make moving around on foot or by similar active means feel feasible and practical.

evidence final name · Public Bike

Bands

Minimal Neighborhood Walkability

Expressions activating this band show little or no clear focus on walkability, active travel, or neighborhood support for movement and access. They are often diffuse, incidental, or only loosely related to local fit, access, or daily functioning.

Low Neighborhood Walkability

Expressions activating this band describe basic access and mobility conditions such as walking for transportation, public transit use, and whether moving around locally feels safe or feasible. Walkability appears as a practical concern about getting places and obtaining needed information or resources.

Moderate Neighborhood Walkability

Expressions activating this band emphasize concrete features that shape active movement through the area, including biking, walking demands, paths, crossings, and whether physical activity feels safe. The local environment is experienced as directly affecting day-to-day mobility.

High Neighborhood Walkability

Expressions activating this band portray a neighborhood with visible opportunities and supports for walking and exercise, such as parks, interesting destinations, nearby food options, and other people being active outdoors. Walkability is experienced as a broader quality of the area that makes routine activity pleasant, available, and integrated into daily life.

Very High Neighborhood Walkability

Expressions activating this band center on an explicitly walkable area where safe places to exercise and move about are readily available as a defining feature of the environment. Walkability is framed as an overall characteristic of the city or local area rather than a single isolated amenity.

Evidence summary

Candidate names

Public Bike1.00
Get0.50
Are0.50

Sentence counts by range

B-8..B-3317,677
B-2..B44,660,407
B5..B83,373
B9..B22384
B23..B242

Dataset representation

01__health_reviews__druglib__benefits_effectiveness33
03__fact_checking__liar__truth_ordinal43
05__whole_disney_dataset__rating161
06__text_reviews__acl_imdb__binary_sentiment41
07__emotion_labels__goemotions_reddit__multilabel69
08__dialogue_emotion__empathetic_dialogues__context54
10__social_media_sentiment__sentiment140__binary55
11__consumer_complaints__response_explanation_vs_relief52

Anchor definitions

Minimal Public Bike

Minimal Public Bike: Content characterized by emerged, fests, payment, and related themes. Expressions activating this band reflect public bike at this level.

Emerging Public Bike

Emerging Public Bike: Content characterized by untrue, walk, neighborhood, and related themes. Expressions activating this band reflect public bike at this level.

Elevated Public Bike

Elevated Public Bike: Content characterized by bike, path, make, and related themes. Expressions activating this band reflect public bike at this level.

Severe Public Bike

Severe Public Bike: Content characterized by healthy, parks, get, and related themes. Expressions activating this band reflect public bike at this level.