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Factori POI Data | Global Point of Interest Data for AI & ML Training
Data Science and Analytics
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"No reviews yet"
£19,000
About
POI Data connects people's movements to 200M+ physical locations globally. Data is aggregated and anonymized from multiple sources worldwide, compiled to offer context for the volume and patterns of visits to specific locations. Factori ingests and processes this data to ensure it is suitable for ML training, geospatial analysis, and location intelligence pipelines.
Data Coverage & Methodology
- POI Coverage: 200M+ physical locations globally
- Insights Basis: Aggregated from Factori's Mobility & People Graph across multiple global data sources
- Attribute Combinations: Up to 40 data records per POI based on combinations of location ID, day of week, and part of day
- Refresh Cadence: Daily, weekly, or monthly
- Data Collection: Dynamic; each export reflects the most current available data
Data Schema
poi_id
name
category_id
is_claimed
photo_url
brand_name
brand_id
places_topics
people_also_search
local_business_links
naics_code
naics_code_description
sic_code
sic_code_description
shape_polygon
building_id
geometry_location_type
geometry_viewport_northeast_lat
geometry_viewport_northeast_lng
geometry_viewport_southwest_lat
geometry_viewport_southwest_lng
geometry_location_lat
geometry_location_lng
calculated_geo_hash_8
building_type
building_name
shape_type
reviews_count
contact_info
work_hours
popular_time
total_photos
status
attributes
price_level
rating
domain
url
phone
additional_categories
longitude
latitude
country_code
zip
state
city
full_address
description
AI Use Cases
AI & ML Training Data — 200M+ globally labeled POI records with rich categorical, geographic, and behavioral attributes provide a high-volume dataset for training location-aware ML models.
Geospatial Feature Engineering — Geohash, geometry coordinates, viewport bounds, and shape polygons map directly to geospatial feature vectors for proximity and movement modeling.
Foot Traffic & Behavioral Analysis — Popular time, visit patterns, and location-level aggregations support time-series modeling for consumer behavior and footfall prediction.
Geofencing & Geo-Targeted Advertising — Virtual boundary creation and proximity-based signals enable location-triggered targeting and personalized ad delivery pipelines.
Site Selection & Market Intelligence — Assess competitor proximity, consumer demographics, and economic indicators using POI attributes to support data-driven location decisions.
OOH/DOOH Campaign Planning — Identify high-traffic locations and understand consumer behavior in specific areas to execute targeted out-of-home advertising strategies.
Recommendation Systems — Brand, category, rating, price level, and people-also-search fields provide signals for location-based and contextual recommendation models.
Read the documentation: https://docs.factori.ai/docs/poi-data?utm_source=direct&utm_medium=referral&utm_campaign=opendatabay
Talk to an expert: https://www.factori.ai/talk-to-expert/?utm_source=direct&utm_medium=referral&utm_campaign=opendatabay
Listing Stats
VIEWS
15
DELIVERY
INSTANT DOWNLOAD
LISTED
19/01/2026
UPDATED
27/03/2026
REGION
GLOBAL
QUALITY
5 / 5
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£19,000
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