Foursquare Places: Comprehensive Map Data | Global coverage | 120M+ POI | 200+ countries

Foursquare Places is the leading independent points of interest (POI) dataset. It is the only POI dataset that is curated from rich user generated content and insights from more than 14 billion explicit check-ins on Foursquare’s consumer-facing apps (Swarm and City Guide). By utilizing three approaches to obtain Places data - UGC, machine learning, and third party verification - Places provides 2.4 million monthly updates to our data, ensuring that users receive the freshest and most accurate information to help power business decisions. Aside from precision and freshness, the breadth of detail that Foursquare Places provides is superior, encompassing more than 115 attributes including location, chain, hours of operation, social media presence, tips, photos, popularity, and more. Foursquare Places deliver these rich attributes with a strong focus on safeguarding consumer privacy. Consumers have clear visibility into and authority over their data, with double opt-in consent and easy opt-out.

搜集汇总

背景与挑战

背景概述

Foursquare Places是全球领先的独立POI数据集，基于140亿次用户签到数据生成，每月更新240万条记录，提供包含位置、营业时间等115余项属性的精准信息。该数据集通过三重验证机制保障数据质量，同时严格遵循用户隐私保护原则。