Distribution of Linde Locations Across United States of America by State

Linde operates 391 United States of America locations across 41 states. Largest clusters are in Texas, California, and Pennsylvania; the top 10 states contain 62.9% of sites. Coverage is thinner in Delaware, Mississippi, and Wyoming.

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

Linde operates 391 locations across the United States, with Texas leading at 56 sites (14.3%) followed by California with 51 locations (13.0%). The top three states account for 33.2% of all locations, while the top ten represent 62.9%. Indiana offers the best access with the lowest population per location at 308,382, whereas Georgia is the most stretched, serving over 5.3 million people per location.

Linde per capita insights

• States (Indiana, Idaho, Arizona) enjoy the best per capita access to Linde.
• States like California, Pennsylvania, Ohio, Illinois, Missouri, despite their large number of locations, are under-served on a per-person basis, signaling potential demand for suburban expansion.
• Several states strike a balance between population growth and Linde density, making them hotspots for sustained competition.

Cities With the Most Linde Locations in the United States of America

Locations concentrate around major metros such as LosAngeles, Harris, Maricopa, Lake, and Cook. The top 10 cities account for 12.3% of U.S. sites.

Top 10 Cities Ranked by Location Count

Linde operates 391 locations across the United States, with the top 10 cities accounting for 12.3% of these sites. Los Angeles, California, leads with 9 locations, followed by Harris, Texas, with 8. Several cities, including Maricopa, Arizona, and Lake, Indiana, each host between 3 and 5 locations.

Street-level hotspots (busiest streets with multiple Linde)

Street-level clusters show corridors where multiple Linde locations sit within the same neighborhood indicating strong local presence and coherence. Linde operates a total of 391 nationwide.

Download Linde Outlets Points of Interest Data

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

Key Variables for Linde Points of Interests

Linde has 391 locations across the United States of America. The key variables shows the most infleuntial aspects for Linde locations nationwide. This provides a closer look of how Linde is operating from different prespectives.

Average Area Covered Per Linde Locations (By State)

Linde's locations in the United States are primarily concentrated in Texas, which has the largest state land area among the top states at approximately 695,668 km² and hosts 56 locations. California follows with 51 locations across 423,965 km². Indiana, despite having the smallest land area among the top states at about 94,331 km², supports 22 Linde locations. Other notable states include Pennsylvania, Michigan, and Arizona, each with between 16 and 23 locations.

Business Status of Linde Locations (Open vs Closed)

Linde's business locations in the United States show high operational continuity, with Texas, Pennsylvania, and Missouri having 100% of their sites open. California has the largest total count at 51 locations, with 96.1% currently open. Most states maintain over 85% of their businesses open, with Indiana at 86.4% and Michigan at 90.5% among the lower percentages.

Customer Reviews and Ratings of Linde Locations

This section summarizes customer sentiment toward Linde. Using ratings and review totals from 391 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

Linde's highest average rating in the United States is in Missouri, with a score of 4.6. Illinois, Ohio, and Pennsylvania each have average ratings of 4.5, while Arizona follows with 4.4. Texas leads in the number of reviews, totaling 897, followed by California with 758 and Michigan with 413. Illinois and Arizona also have substantial review counts, with 383 and 360 respectively.

Number of Reviews

Linde's highest average ratings come from Missouri at 4.6, followed by Illinois, Ohio, and Pennsylvania, each with 4.5. Texas leads in total reviews, contributing 897, with California and Michigan also showing strong engagement at 758 and 413 reviews respectively. Illinois and Arizona rank high in both average rating and review count, with Illinois at 4.5 rating and 383 reviews, and Arizona at 4.4 rating and 360 reviews.

Linde Locations With Verified Contact Information

Contact Information

Linde achieved full phone coverage in all listed states across the United States. Texas had the highest total and phone-equipped count with 56, followed by California with 51. Each of the ten states reported 100% phone coverage, indicating complete reach within these regions.

Use cases for Linde Points of Interests Data

Market Analysis

Linde 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.