Foursquare Places: Global POI Data | 120M+ POI

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是全球领先的独立兴趣点数据集，基于Foursquare消费者应用的140亿次签到和用户生成内容构建，每月更新240万次数据以确保准确性。该数据集涵盖超过115种属性，包括位置、营业时间和社交媒体信息，同时注重通过双重确认和便捷退出机制保护用户隐私。