Point of Interest (POI) Dataset

SafeGraph Places is a global POI based dataset containing business listing information such as location name, street address, industry, lat/long and brand. Covers locations for major retail chains, local businesses, convenience stores, hotels, airports, schools, hospitals & more. Dataset contains millions of POIs globally across all categories and thousands of recognized brands. This dataset is also available for download in all regions.

**Samples/Tables Included:**

- Location name
- Address
- Category
- Brand association for points of interest (POIs) where people spend time or money

**Fields Included:**

- Latitude/Longitude
- Hours Open
- Postal Code
- Phone Number

**Use Cases:**
- Site selection
- Investment research
- Trade area analysis
- Competitive intelligence
- Mapping
- Network planning
- Risk assessment

SafeGraph Places 是一款基于全球兴趣点（Point of Interest，POI）的数据集，收录各类商业名录信息，涵盖场所名称、街道地址、行业分类、经纬度以及品牌属性。其覆盖范围包含大型零售连锁门店、本地商户、便利店、酒店、机场、学校、医院等各类场所。该数据集在全球范围内拥有数百万个覆盖全品类的兴趣点，以及数千个知名品牌。本数据集支持全球各区域下载。

**包含的样本/数据表：**
- 场所名称
- 地址
- 分类
- 供停留或消费类兴趣点使用的品牌关联信息

**包含的字段：**
- 纬度/经度
- 营业时间
- 邮政编码
- 联系电话

**应用场景：**
- 选址决策
- 投资研究
- 商圈分析
- 竞争情报
- 地图绘制
- 网络规划
- 风险评估