United States Health & Wellness Locations (POI Dataset)

The **United States Health & Wellness Locations (POI) Dataset** by xMap provides an analytics-ready view of health and wellness establishments across the United States. The dataset contains **3,924,997+ locations** spanning **56 regions and 1,837 districts**, enabling nationwide analysis of healthcare access, market coverage, and competitive density.

Each record represents a physical location with standardized geographic attributes (state/region, locality/city, address) and enrichment signals to support operational and strategic workflows. The dataset includes **business status** (open/closed), and broad category labeling for health and wellness segments. It also includes strong coverage of contact and discoverability signals, with **3,773,357 locations containing phone numbers** and **2,224,306 locations containing website domains**, supporting outreach, validation, and go-to-market analysis.

The dataset supports regional planning and high-resolution market analysis. Coverage highlights include leading state footprints such as **California (439,477)**, **Texas (280,962)**, **New York (276,207)**, and **Florida (258,820)**, with major county/city concentrations including **Los Angeles County (116,939)** and **Cook County (80,303)**.

This product is designed for **decision-making use cases**, not only mapping. It is optimized for Snowflake so consumers can query and analyze health and wellness location coverage using standard SQL, and integrate results into BI, analytics, and modeling workflows.

搜集汇总

背景与挑战

背景概述

该数据集提供了美国超过392.5万个健康与康体场所的标准化地理信息与丰富属性，覆盖56个区域和1837个区县，支持全国范围的医疗可及性、市场覆盖与竞争密度分析。数据包含营业状态、联系方式等关键信号，适用于区域规划、市场分析及决策支持，并已针对Snowflake平台优化以便于SQL查询和业务集成。