CleverMaps Exposure Index BENELUX | POIs by type, subtype and attractivity | Evaluate the business potential of any site | Dataset

#	poi_id	poi_id_orig	lat	lng	addr_city	addr_street	addr_housenumber	addr_postcode	country	country_code	poi_type_name	poi_type_label	poi_subtype_name	poi_subtype_label	nace_code	nace_desc	poi_name	poi_brand	poi_opening_hours	lau2_code	h3_res_6	h3_res_7	h3_res_8	h3_res_9	poi_exposure_index	data_source	data_created
1	xxxxxxxxxx	Xxxxxxxxx	xxxxxx	xxxxxxxxxx	Xxxxx	Xxxxxx	Xxxxxxxxxx	Xxxxxx	Xxxxxxxxx	Xxxxxxxxxx	xxxxxxxxx	Xxxxxxxxx	xxxxxxxxx	Xxxxxxx	xxxxxx	Xxxxx	xxxxxxxxxx	xxxxxx	Xxxxxxxxxx	xxxxxx	Xxxxx	Xxxxxx	xxxxx	xxxxxxxx	xxxxxxx	Xxxxx	Xxxxxxxx
2	xxxxxxxxxx	xxxxxx	Xxxxxxxxx	xxxxxx	Xxxxxxxxx	Xxxxxxxxx	xxxxxxxxxx	Xxxxxx	Xxxxx	xxxxxx	xxxxxxx	xxxxxxx	Xxxxx	xxxxxx	Xxxxxxxxxx	xxxxxxxx	xxxxxx	Xxxxx	Xxxxxxx	xxxxxx	Xxxxxxxx	Xxxxxxx	Xxxxx	xxxxxx	xxxxxxxxxx	Xxxxx	xxxxxxxxxx
3	xxxxxxxxx	Xxxxxxx	xxxxxxxx	xxxxxxxx	Xxxxxxxxxx	Xxxxxxxx	Xxxxxxxx	xxxxxxxxx	Xxxxxxxxxx	Xxxxxx	Xxxxxxxxx	xxxxx	xxxxxxx	xxxxxxxxx	Xxxxxx	Xxxxxxx	Xxxxxxxxx	xxxxxxxxx	xxxxxxxxx	Xxxxx	xxxxxxxx	Xxxxxxx	xxxxxxxxx	Xxxxxxx	xxxxx	Xxxxxxx	xxxxxxx
4	Xxxxx	xxxxxxxxxx	Xxxxxxx	Xxxxx	xxxxxxxxxx	Xxxxxx	xxxxxx	Xxxxxxxxx	xxxxx	Xxxxxxxxxx	xxxxxx	xxxxx	xxxxxxxx	Xxxxxx	Xxxxxxxxxx	xxxxxxxxx	Xxxxxxxxxx	xxxxxxxx	xxxxx	Xxxxxx	xxxxxxxxxx	xxxxxxxxx	xxxxx	xxxxx	xxxxxxxx	xxxxxx	Xxxxxxxxxx
5	xxxxxxxxxx	Xxxxx	xxxxxxx	Xxxxxxxx	Xxxxxxx	xxxxx	xxxxxxxx	xxxxxxxxxx	Xxxxxx	xxxxxxxxx	Xxxxx	xxxxx	xxxxxxxxx	xxxxxxx	Xxxxxxxxx	Xxxxxxx	xxxxxxxxxx	Xxxxx	xxxxxxxxx	xxxxxxx	Xxxxxx	xxxxxxxxx	xxxxx	Xxxxxxx	xxxxxxxxx	Xxxxxxxx	xxxxxxxx
6	Xxxxxxxx	Xxxxxxxx	xxxxxxxx	xxxxxxxxx	Xxxxxxx	Xxxxxxxxx	xxxxxxxx	xxxxx	Xxxxxxxxxx	xxxxxxxxxx	xxxxxx	Xxxxx	Xxxxxxx	Xxxxx	Xxxxxx	Xxxxx	Xxxxxxxxx	xxxxxx	xxxxxxxx	Xxxxxxxxx	Xxxxxx	Xxxxxxxxxx	Xxxxxx	Xxxxx	Xxxxxxx	xxxxxxxxx	Xxxxx
7	xxxxx	Xxxxxx	xxxxxxxxx	xxxxxxx	xxxxxxxxx	Xxxxxxxxxx	xxxxxxxxx	Xxxxx	Xxxxx	Xxxxxxxxx	xxxxxxxxxx	xxxxxx	xxxxxxxxx	xxxxxxx	Xxxxxxx	Xxxxxxxxxx	Xxxxxxxxxx	Xxxxxxxx	Xxxxxxxxx	xxxxx	Xxxxxxx	xxxxxxxxxx	Xxxxxxxxx	Xxxxxxxx	xxxxxxxxxx	xxxxxxx	Xxxxxxxx
8	xxxxx	Xxxxxx	xxxxxx	xxxxxxxx	xxxxxxx	Xxxxx	Xxxxxxxxx	Xxxxx	Xxxxxxx	Xxxxxxxx	xxxxxxxxx	xxxxxxxx	xxxxx	Xxxxxxxxxx	Xxxxxxx	xxxxxxxxx	xxxxxxx	xxxxxxxxxx	xxxxxx	xxxxx	Xxxxxxxxxx	Xxxxxxxxx	xxxxxxx	Xxxxxx	Xxxxx	Xxxxxxxx	xxxxxxxxx
9	xxxxxxxx	Xxxxxx	xxxxxxxxxx	xxxxxxxxx	xxxxx	Xxxxx	xxxxxxx	xxxxxxxxxx	Xxxxxx	Xxxxxxxxx	xxxxxxx	Xxxxxxxx	xxxxx	xxxxx	Xxxxxxxxxx	Xxxxxxx	Xxxxxxxx	Xxxxxxx	xxxxx	xxxxxxx	Xxxxx	xxxxxxxxxx	Xxxxxxxxxx	xxxxxxx	Xxxxx	xxxxxxxxx	xxxxxxxx
10	Xxxxxxxx	xxxxxxxx	Xxxxxxx	Xxxxxx	Xxxxxxxxx	Xxxxxxxx	Xxxxxxxxxx	Xxxxxxx	Xxxxxx	Xxxxxxxxxx	xxxxxxxxxx	xxxxxxxxxx	Xxxxxxx	Xxxxx	Xxxxx	Xxxxx	Xxxxxxx	xxxxx	xxxxxxxxx	xxxxxxx	Xxxxxxx	xxxxxx	xxxxxxxxxx	xxxxxxxxxx	Xxxxxxx	xxxxxxxxx	Xxxxx
...	xxxxxxx	Xxxxxx	Xxxxx	xxxxxxxxxx	xxxxxxxxx	Xxxxxxxxxx	Xxxxxxxxx	Xxxxxxxx	xxxxxxxxx	Xxxxxxx	Xxxxxxx	Xxxxx	xxxxxxxxxx	Xxxxxxxxx	Xxxxxxx	Xxxxxxx	xxxxxxxx	xxxxx	Xxxxx	Xxxxxxxx	xxxxxxxx	Xxxxxxxxx	xxxxxxxxxx	xxxxxxxxxx	xxxxxxxxx	xxxxxxxxx	Xxxxxxx

Volume

500K

records

Avail. Formats

.json and .csv

File

Coverage

Countries

[Sample] poi_clevermaps_sample.csv

Attribute	Type	Example
poi_id	Integer	11030
poi_id_orig	Integer	149704877
lat	Float	49.22302265
lng	Float	16.5824897361094
addr_city	String	Brno
addr_street	String	Purkyňova
addr_housenumber	String	2640/93
addr_postcode	Integer	61200
country	String	Czech Republic
country_code	String	CZ
poi_type_name	String	accommodation
poi_type_label	String	Accommodation
poi_subtype_name	String	dormitory
poi_subtype_label	String	Dormitory
nace_code	Float	55.9
nace_desc	String	Other accommodation
poi_name
poi_brand
poi_opening_hours
lau2_code	String	CZ582786
h3_res_6	String	861e06947ffffff
h3_res_7	String	871e06946ffffff
h3_res_8	String	881e069465fffff
h3_res_9	String	891e0694657ffff
poi_exposure_index	Integer	15
data_source	String	OpenStreetMap
data_created	DateTime	2023-05-03T00:00:00+00:00

Product Attributes

Attribute	Type	Example	Mapping
poi_id	Integer		Location ID
poi_id_orig	Integer		Location ID
lat	Decimal	40.786342970476895	Latitude
lng	Decimal	-119.2065156609571	Longitude
addr_city	String	Berlin	City Name
addr_street	String	# ****** , *****, #####, ***	Address
addr_housenumber	String	# ****** , *****, #####, ***	Address
addr_postcode	String	10119	Postal Code
country	String	United States of America	Country Name
country_code	String	US	Country Code Alpha-2
poi_type_name	String		POI Category
poi_type_label	String		POI Category
poi_subtype_name	String		POI Sub-category
poi_subtype_label	String		POI Sub-category
nace_code	String		POI Category
nace_desc	String		POI Category
poi_name	String		POI Name
poi_brand	String	Coca Cola	Brand Name
poi_opening_hours	String		POI Opening Hours
lau2_code	String
h3_res6_id	String
h3_res7_id	String
h3_res8_id	String
h3_res9_id	String
poi_exposure_index	Decimal
data_source	String
data_created	Date

The Exposure Index by CleverMaps is based on open data sources enriched with POI classification. It rates the potential of each POI to attract people based on its classified type. Useful for LI projects, ML, and AI-enhanced analyses, providing accurate and relevant results.

The Exposure Index is a data product curated by CleverMaps that enables our customers to evaluate any location's business potential easily. Classified, enriched, curated and accessible POI dataset ready for your analytics or machine learning projects. The dataset is based on open data sources (mainly OpenStreetMap) with further processing and enrichment: - Missing address computation - Classification into the types and subtypes based on tags - Spatial mapping into the standard administrative units (LAU) - Spatial mapping into the standard grid system (H3) - Exposure index rating the significance of every POI to its surrounding area The Exposure Index is a number which rates the potential of each POI to attract people. For example, a subway station has a higher Exposure Index than some small bookshops because the subway station has the potential for increased human traffic during the day. Our Exposure Index was battle-tested in many projects which dealt with rating the desirability of a specific location. Our customers use this data product for various location intelligence projects, machine learning and AI-enhanced analyses, always reaching accurate and relevant results. This dataset is available for any country worldwide thanks to the OpenStreetMap global coverage. But the data's quality and completeness can vary from country to country depending on the source data. Therefore, we also provide on-request customization by adding other POI data sources (e.g. other open data or web scraping) or enrichment adjustments (e.g. different categories or administrative units). Our POI classification is computed based on the OpenStreetMap tags. OSM tags are great but overwhelming if you must classify the data into custom categories. The default POI dataset contains these classification columns - type, subtype and standard NACE codes. Other classification columns can also be requested. These are the default POI types: - Accommodation - Banks - Education - Food - Healthcare - Leisure - Office - Shopping - Transportation If you don’t know how to visualize the data or use them for your analytics, we also provide a platform to display the data on a map and see the spatial distribution. The most significant advantage of the platform is dynamic filtering above the data, so you can very quickly find locations fulfilling given criteria. You can check the example of that in our data marketplace here https://marketplace.clevermaps.io/dimension/clevermaps-exposure_index_in_the_czech_republic/resource/b3e3abc3-8b1a-466e-b167-14a2938c24ce. Or, you don’t need to visualize the data and use it as a platform for querying and getting information about specific locations. More information about the exposure index: https://www.clevermaps.io/exposure-index https://www.clevermaps.io/blog/exposure-index-helps-your-business Map data © OpenStreetMap contributors, CC-BY-SA (https://www.openstreetmap.org/copyright). Dataset is available under Open Data Commons Open Database License (https://opendatacommons.org/licenses/odbl/).

Europe (3)

Belgium

Luxembourg

Netherlands

500,000

records

Free sample available

Revenue share is available at

License	Starts at
One-off purchase	Available
Monthly License	Not available
Yearly License	Available
Usage-based	Not available

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What is CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset?

What is CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset used for?

This product has 5 key use cases. CleverMaps recommends using the data for Location Intelligence, Location Analytics, Retail, Retail Site Selection, and Location Planning. Global businesses and organizations buy Location Data from CleverMaps to fuel their analytics and enrichment.

Who can use CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Location Data. Get in touch with CleverMaps to see what their data can do for your business and find out which integrations they provide.

Which countries does CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset cover?

This product includes data covering 3 countries like Netherlands, Belgium, and Luxembourg. CleverMaps is headquartered in Czech Republic.

How much does CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset cost?

Pricing information for CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset is available by getting in contact with CleverMaps. Connect with CleverMaps to get a quote and arrange custom pricing models based on your data requirements.

How can I get CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset?

Businesses can buy Location Data from CleverMaps and get the data via S3 Bucket. Depending on your data requirements and subscription budget, CleverMaps can deliver this product in .json and .csv format.

What is the data quality of CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset?

You can compare and assess the data quality of CleverMaps using Datarade’s data marketplace.

What are similar products to CleverMaps Exposure Index BENELUX POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset?

This Tabular Data has 3 related products. These alternatives include CleverMaps Exposure Index CEE POIs by type, subtype and attractivity Evaluate the business potential of any site Dataset, Europe Point-of-Interest Data POI, Geospatial, Sentiment (Reviews), Footfall, Business Listings & Store Location 200 Million+ POIs Mapped, and Echo Analytics POI & Building Footprint Data 6.9M+ Locations USA. You can compare the best Location Data providers and products via Datarade’s data marketplace and get the right data for your use case.

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CleverMaps Exposure Index BENELUX | POIs by type, subtype and attractivity | Evaluate the business potential of any site | Dataset

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CleverMaps
Location Intelligence for the modern data stack

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CleverMaps Exposure Index BENELUX | POIs by type, subtype and attractivity | Evaluate the business potential of any site | Dataset

Data Dictionary

Description

Geography

Volume

Pricing

Suitable Company Sizes

Delivery

Use Cases

Categories

Related Searches

Related Products

Frequently asked questions

CleverMaps Location Intelligence for the modern data stack

Trusted by

CleverMaps
Location Intelligence for the modern data stack