How Lifestyle Works

Walkability shows whether errands, parks, food and local services may be reachable without driving everywhere.

We look at nearby amenities, street and map data and local access signals to estimate how practical daily movement may be without driving for everything.

Sources: OpenStreetMap, public amenity records, transit records and local map data.

Transit and errands show whether daily routines may be easier for people who want less car dependence.

We combine transit availability with nearby everyday amenities such as groceries, parks, restaurants and local services.

Sources: OpenStreetMap, TransitFeeds, local transit agencies and public city records.

Internet adds practical context for staying connected, working part time, calling family and using online services.

We compare broadband and speed signals where available, then use regional records when a city has limited direct data.

Sources: M Lab, public broadband records and local internet records where available.

Recreation looks at parks, restaurants, local culture and nearby activities that can make a place feel more alive.

We count and compare recreation and amenity signals around the city, then treat them as one part of the broader lifestyle picture.

Sources: OpenStreetMap, public amenity records, local recreation records and city records.