Geolytica POIData.xyz Points of Interest (POI) Geo Data - Ukraine

https://store.poidata.xyz/ua Point-of-interest (POI) is defined as a physical entity (such as a business) in a geo location (point) which may be (of interest). We strive to provide the most accurate, complete and up to date point of interest datasets for all countries of the world. The Ukraine POI Dataset is one of our worldwide POI datasets with over 98% coverage. This is our process flow: Our machine learning systems continuously crawl for new POI data Our geoparsing and geocoding calculates their geo locations Our categorization systems cleanup and standardize the datasets Our data pipeline API publishes the datasets on our data store POI Data is in a constant flux - especially so during times of drastic change such as the Covid-19 pandemic. Every minute worldwide on an average day over 200 businesses will move, over 600 new businesses will open their doors and over 400 businesses will cease to exist. In today's interconnected world, of the approximately 200 million POIs worldwide, over 94% have a public online presence. As a new POI comes into existence its information will appear very quickly in location based social networks (LBSNs), other social media, pictures, websites, blogs, press releases. Soon after that, our state-of-the-art POI Information retrieval system will pick it up. We offer our customers perpetual data licenses for any dataset representing this ever changing information, downloaded at any given point in time. This makes our company's licensing model unique in the current Data as a Service - DaaS Industry. Our customers don't have to delete our data after the expiration of a certain "Term", regardless of whether the data was purchased as a one time snapshot, or via a recurring payment plan on our data update pipeline. The main differentiators between us vs the competition are our flexible licensing terms and our data freshness. The core attribute coverage is as follows: Poi Field Data Coverage (%) poi_name 100 brand 10 poi_tel 56 formatted_address 100 main_category 98 latitude 100 longitude 100 neighborhood 10 source_url 47 email 9 opening_hours 47 The dataset may be viewed online at https://store.poidata.xyz/ua and a data sample may be downloaded at https://store.poidata.xyz/datafiles/ua_sample.csv

搜集汇总

背景与挑战

背景概述

Geolytica POIData.xyz的乌克兰兴趣点（POI）数据集覆盖该国超过98%的区域，利用机器学习系统持续爬取、地理编码和分类，确保数据新鲜度。核心属性包括名称、地址、经纬度、类别等，部分字段如名称和地址覆盖率达100%，而电话和营业时间等约为50%左右。该数据集提供永久使用许可，并支持在线查看和样本下载。