How many UMass Dining are there in the United States of America?

Distribution of UMass Dining Locations Across United States of America by State

UMass Dining operates 16 United States of America locations across 1 states. Largest clusters are in Massachusetts; the top 10 states contain 100.0% of sites. Coverage is thinner in Massachusetts.

Top 10 States with the most number of UMass Dining locations in United States of America

UMass Dining shows strong visitor engagement: 2 locations are above the mean traffic score (mean: 57.97) and 1 qualify as highly visited.

UMass Dining operates 16 locations exclusively in Massachusetts, accounting for 100% of its total presence in the United States. The population per location in Massachusetts is 436,513, indicating the accessibility and distribution of dining facilities within the state. Massachusetts ranks as both the best accessed and most stretched state for UMass Dining based on population per location.

State & Territory	Number of Locations	Population	Population per location
Massachusetts	16 (100.0%)	6,984,205	436,513

UMass Dining per capita insights

States (Massachusetts) enjoy the best per capita access to UMass Dining.
Several states strike a balance between population growth and UMass Dining density, making them hotspots for sustained competition.

Cities With the Most UMass Dining Locations in the United States of America

Locations concentrate around major metros such as Hampshire. The top 10 cities account for 100.0% of U.S. sites.

Top 10 Cities Ranked by Location Count

UMass Dining operates a total of 16 locations, all situated in Hampshire, Massachusetts. The brand's entire presence in the United States is concentrated in this single city, giving Hampshire a 100% share of UMass Dining locations.

City	State & Territory	Number of Stores
Hampshire	Massachusetts	16

Street-level hotspots (busiest streets with multiple UMass Dining)

Street-level clusters show corridors where multiple UMass Dining locations sit within the same neighborhood indicating strong local presence and coherence. UMass Dining operates a total of 16 nationwide.

Download UMass Dining Outlets Points of Interest Data

The complete dataset of UMass Dining locations across the United States of America is available for download, including coordinates, traffic patterns, and operational status.

Key Variables for UMass Dining Points of Interests

UMass Dining has 16 locations across the United States of America. The key variables shows the most infleuntial aspects for UMass Dining locations nationwide. This provides a closer look of how UMass Dining is operating from different prespectives.

Name	Description	Data Type
poi_id	Unique identifier for the point of interest	String
name	Name of the location	String
region	State or territory	String
locality	City or local area	String
address	Complete street address	String
longitude, latitude	Geographic coordinates	Float
business_status	Operational status (Open/Closed)	String
phone	Contact phone number	String
rating	Average customer rating	Float
rating_count	Number of customer reviews	Integer
traffic_score	Visitor traffic intensity score (0-100)	Float
geom	Geometric coordinates in WKB format	Geometry

Average Area Covered Per UMass Dining Locations (By State)

UMass Dining operates exclusively in Massachusetts, which has a land area of 27,335.05 km². Massachusetts is both the largest and smallest state by area in this dataset, with 16 UMass Dining locations. No other states are represented.

State & Territory	Area (km²)
Massachusetts	27,335

Business Status of UMass Dining Locations (Open vs Closed)

UMass Dining operates 16 locations in Massachusetts, with 12 currently open and 2 closed. The open locations represent 75% of the total. This data reflects the brand's business status within the state.

State & Territory	Number of Open Locations	Number of Closed Locations
Massachusetts	12	2

Traffic Data for UMass Dining Locations (By State)

This view compares activity near UMass Dining locations across states. Using traffic scores observed around 16 sites, it highlights the busiest markets, states with a high share of above-average locations, and areas where activity is comparatively light. Use it to benchmark performance, prioritize field operations, and spot expansion or optimization opportunities.

What UMass Dining locations are busy in top 10 states?

UMass Dining operates 16 locations in Massachusetts, with 2 classified as busy, representing 12.5% of its total sites in the state. This data highlights the distribution of activity levels across its Massachusetts locations.

State & Territory	Number of Busy Locations
Massachusetts	2 (12.5%)

Customer Reviews and Ratings of UMass Dining Locations

This section summarizes customer sentiment toward UMass Dining. Using ratings and review totals from 16 locations, we highlight where scores are consistently high and where feedback volume is greatest. Average star ratings reflect perceived quality, while total reviews indicate engagement and reach across the network.

Average Ratings

UMass Dining has its highest average rating of 4.1 in Massachusetts. This state also leads in the number of reviews, totaling 1,228. No other states are listed for comparison.

State & Territory	Average Rating
Massachusetts	4.1

Number of Reviews

UMass Dining received the highest average rating of 4.1 in Massachusetts. The state also led in total reviews, contributing 1,228 of the overall feedback. No other states are listed with notable review counts or ratings.

State & Territory	Total Reviews
Massachusetts	1,228

UMass Dining Locations With Verified Contact Information

Contact Information

UMass Dining provides phone coverage in Massachusetts, with all 16 locations having phone access, resulting in 100% coverage for the state. This indicates complete phone availability across their sites in Massachusetts.

State & Territory	Number of Locations with Phone Numbers
Massachusetts	16 (100.0%)

Use cases for UMass Dining Points of Interests Data

Market Analysis

UMass Dining POI data enables clear measurement of footprint and demand. Analysts can rank states and cities by location count, compare coverage on a per-capita basis, and use traffic scores and review volumes to spot high-performing markets and under-served pockets. The result is an objective view of saturation, growth opportunities, and performance outliers.

Site Selection

For network planning, the data supports scoring candidate trade areas using location density, population per location, and nearby traffic intensity. Teams can evaluate cannibalization risk via nearest-store distance, surface whitespace along key corridors, and prioritize sites near retail anchors, campuses, or transit where observed activity is strongest.

Urban Planning

Planners can map clusters and service gaps to understand commercial access at the neighborhood level. Per-capita coverage highlights communities with limited access, while changes in openings or closures signal shifts in activity. These insights inform corridor revitalization, streetscape and transit planning, and data-driven zoning decisions.

How this xMap's POI data can help businesses?

Accuracy and Precision: xMap data offers high-accuracy data, which minimizes the chances of wrong decisions based on flawed information.
Complete Data: With xMap, businesses have access to comprehensive and complete data, effectively filling any knowledge gaps and providing a well-rounded view for decision making.
Up-to-Date Information: xMap ensures that the data provided is regularly updated, which allows businesses to make dynamic, timely decisions in tune with current trends and situations.
Scalability: xMap data allows businesses to scale their operations efficiently, by providing insights that cater to varying business sizes and requirements.
Analytical Power: Utilizing xMap data's analytics can help identify patterns and trends, thus enhancing strategic planning and foresight for businesses.

Number of UMass Dining Locations in the United States of America