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Russian Federation Point-of-Interest (POI) Dataset | 19 Industry Verticals | Nationwide Coverage

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https://app.snowflake.com/marketplace/listing/GZSXZGI2B7IV
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资源简介:
**xMap**’s Russian Federation dataset provides comprehensive, structured point-of-interest coverage across 19 major industry sectors. This aggregated national listing consolidates all vertical intelligence into a single unified data share for **enterprise** buyers, hedge funds, retailers, real estate investors, and analytics teams. This dataset enables large-scale location intelligence, competitive benchmarking, expansion modeling, site selection, and market analysis across Russian Federation. ## Industry Coverage (19 Verticals) The dataset includes structured location intelligence across: Amusement & Leisure Arts & Culture Business Services Community & Public Services Dining & Drinking Events & Conferences Financial & Real Estate Health & Wellness Industrial, Manufacturing & Resources Landmarks & Nature Media & Creative Services Nightlife & Adult Entertainment Office Solutions Personal & Household Services Professional Services Retail & Shopping Sports & Fitness Transportation & Logistics Travel & Lodging Each industry vertical is fully structured and standardized under a unified schema for seamless cross-sector analysis. ## Geographic Coverage - Nationwide coverage across Russian Federation - Major metropolitan areas - Secondary cities - Urban and regional markets - Brand and independent locations ## Core Data Attributes Each **POI** record may include: - Business Name - Category & Subcategory - Full Address - Latitude / Longitude - Phone Number - Website - Rating & Review Count - Brand / Chain Affiliation - Operational Status (Open / Closed) - Industry Classification ## Use Cases - Market expansion modeling - Site selection & trade area analysis - Competitive intelligence - Real estate investment underwriting - Private equity due diligence - Urban planning & infrastructure analysis - Location-based risk assessment - Market density & saturation analysis - Brand footprint tracking - Cross-industry comparative analysis ## Update Frequency - Monthly refreshed - Structured normalization across industries - Quality controlled & deduplicated ## Delivery Format - Snowflake Secure Data Share - Query-ready tables - Standardized schema - Enterprise-compatible
提供机构:
xMap
创建时间:
2026-03-09
原始信息汇总

Russian Federation Point-of-Interest (POI) Dataset | 19 Industry Verticals | Nationwide Coverage

数据集概述

Comprehensive POI dataset covering 19 industry verticals across Russian Federation

提供商

xMap

获取方式

  • Free to try
  • Trial: 7 day trial

数据集详情

行业覆盖(19个垂直领域)

The dataset includes structured location intelligence across: Amusement & Leisure Arts & Culture Business Services Community & Public Services Dining & Drinking Events & Conferences Financial & Real Estate Health & Wellness Industrial, Manufacturing & Resources Landmarks & Nature Media & Creative Services Nightlife & Adult Entertainment Office Solutions Personal & Household Services Professional Services Retail & Shopping Sports & Fitness Transportation & Logistics Travel & Lodging

地理覆盖范围

  • Nationwide coverage across Russian Federation
  • Major metropolitan areas
  • Secondary cities
  • Urban and regional markets
  • Brand and independent locations

核心数据属性

Each POI record may include:

  • Business Name
  • Category & Subcategory
  • Full Address
  • Latitude / Longitude
  • Phone Number
  • Website
  • Rating & Review Count
  • Brand / Chain Affiliation
  • Operational Status (Open / Closed)
  • Industry Classification

使用案例

  • Market expansion modeling
  • Site selection & trade area analysis
  • Competitive intelligence
  • Real estate investment underwriting
  • Private equity due diligence
  • Urban planning & infrastructure analysis
  • Location-based risk assessment
  • Market density & saturation analysis
  • Brand footprint tracking
  • Cross-industry comparative analysis

更新频率

  • Monthly refreshed
  • Structured normalization across industries
  • Quality controlled & deduplicated

交付格式

  • Snowflake Secure Data Share
  • Query-ready tables
  • Standardized schema
  • Enterprise-compatible

数据字典

表名

RU_LOCATIONS

列结构

  • POI_ID: Varchar
  • NAME: Varchar
  • REGION: Varchar
  • LOCALITY: Varchar
  • ADDRESS: Varchar
  • POSTCODE: Varchar
  • LONGITUDE: Float
  • LATITUDE: Float
  • CATEGORY_LEVEL1: Varchar
  • CATEGORY_LEVEL2: Varchar
  • CATEGORY_LEVEL3: Varchar
  • BUSINESS_STATUS: Varchar
  • PHONE: Varchar
  • WEBSITE_DOMAIN: Varchar
  • RATING: Float
  • RATING_COUNT: Float
  • TRAFFIC_SCORE: Float
  • TIME_SPENT: Varchar
  • UPDATE_MONTH: Varchar

使用示例

数据查询

Sample query to explore all locations. sql SELECT * FROM XMAP_RUSSIAN_FEDERATION_RU.RU_LOCATIONS LIMIT 10;

时间覆盖范围

March 19, 2024 - March 19, 2025

云区域可用性

AWS

EU (Stockholm)

法律条款

Standard

关于提供商

xMap is a location intelligence company that develops and maintains structured, analytics-ready geographic datasets for enterprise and data-driven organizations. The company focuses on curating, standardizing, and enriching location data across sectors such as retail, mobility, infrastructure, and public services. xMap’s datasets are designed to support market analysis, site selection, competitive benchmarking, and geographic research and are distributed through cloud data platforms for direct integration into analytics workflows.

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