BestPlace | Point-of-Interest POI Data | Ratings | Footfall | Census | Geospatial data | Shopper Patterns | Worldwide

Point of Interest (POI) data collected from the range of sources and digested by the team of data analysts. The product includes the mapping of the existing database, POI categories customisation based on the requests and enrichment with more than 100 features. The product could be applied in several use cases including: - Competition analysis - New location search - Location comparison - Distribution optimisation - Building Machine Learning models to integrate them into business decision processes The delivery includes: - Generic Location information (Address, Latitude, Longitude, etc.) - POI information (Name, Ratings, Work Hours, Website, etc.) - Census data (Number of households, Average income) - Geospatial features (Competitors number, POI number by category, Distance to the key points in surrounding area) - Footfall and Transport intensity (Including the classification by destination - Office workers, Students, Shoppers, etc.) - Visitation index based on the measurements

搜集汇总

背景与挑战

背景概述

该数据集整合了来自多源的POI数据，并经过分析处理，包含地址、评分、人口普查、人流强度等100多个特征。它适用于竞争分析、选址优化和机器学习建模等商业决策场景。