Urban planning data| Europe coverage | workplace data on building level | AI-based estimation |

#	workplaces	geometry
1	xxxxxxxxxx	Xxxxxxxxx
2	xxxxxx	xxxxxxxxxx
3	Xxxxx	Xxxxxx
4	Xxxxxxxxxx	Xxxxxx
5	Xxxxxxxxx	Xxxxxxxxxx
6	xxxxxxxxx	Xxxxxxxxx
7	xxxxxxxxx	Xxxxxxx
8	xxxxxx	Xxxxx
9	xxxxxxxxxx	xxxxxx
10	Xxxxxxxxxx	xxxxxx
...	Xxxxx	Xxxxxx

Data Quality

100%

coverage

Avail. Format

.json

File

Coverage

Countries

[Sample] employees_per_building_in_areaFrechen.csv

Attribute	Type	Example	Mapping
workplaces	Float	4.4854374
geometry	String	POLYGON ((6.829365253448487 50.910076141357415, 6.8293309...

As part of our software, PTV Model2Go, PTV developed and trained an AI tool that provides an estimation of workplaces for any building in many European countries.

Understanding where people work within a region is an important basis for effective transport or infrastructure planning. Howver, such data can also be very useful for other use cases, such as location assessment. The new AI tool is trained on several publicly available datasets. The main data sources include: - OpenStreetMap (OSM): Provides detailed building footprints, land use and points-of-interest. - Overture Maps: Offers land use and point-of-interest information. - Corine Land Cover: Helps to classify land use and land cover. - Census Data: Provides population information. - 3D Building Models: Provides the height information for the buildings. High-quality workforce estimates for buildings are a cornerstone of effective transport modeling, as they have direct implications for infrastructure and transportation planning. Conventional methods for estimating workforce distribution are often based on static assumptions, outdated data, or manual processing, which can lead to inefficiencies and inaccuracies. Learn how an AI-based approach can benefit you: -Leveraging innovative data sources such as Overture Maps, OpenStreetMap, and the most recent census (in Germany, the 2022 census) -Application of machine learning to determine the best model to explain the dependent variable -Consistent quality – The quality of the input data used in the AI tool for forecasting is consistent across the target country. Therefore, users can also expect consistent quality of staffing estimates for all regions of the country. Solving the central location problem The AI tool's two-step approach helps overcome the central location problem of many official data sources, where all employees of one company are assigned to a single address. By predicting building types and estimating the number of employees based on individual building attributes, the tool distributes employees more precisely to the appropriate area, thus preventing unrealistic concentration in one location.

Europe (15)

Belgium

Denmark

France

Germany

Hungary

Italy

Liechtenstein

Luxembourg

Netherlands

Poland

Romania

Spain

Sweden

Switzerland

United Kingdom

PTV GROUP has not published pricing information for this product yet. You can request detailed pricing information below.

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Self-reported by the provider

100%

coverage

Methods

Format

Location-based Analytics

Employment Analytics

Urban Mobility Analysis Location Insights

POI Enrichment

GIS Data Land Use Data Business Location Data Property Data Urban Planning Data

3.2K Business sectors

95% quality

30 countries covered

Gain access to 51M+ high-precision building footprint data across 30 countries. Filter by building types, locations and attributes and create tailored datase...

230M POIs worldwide

250 countries covered

Xverum’s Urban Planning Data covers 230M+ locations with commercial real estate, property listings & market insights. With continuous updates & POI discovery...

11M POI (Points of Interest)

240 countries covered

1 years of historical data

Global location data including points of interest (POI), such as brand, address, location, lat/log, open-hours, and NAICS category. This high-quality data al...

100% coverage

250 countries covered

PTV Isochrones provides the catchment area for one or more means of transport around a location and additionally the information on one or more available geo...

What is Urban planning data Europe coverage workplace data on building level AI-based estimation ?

As part of our software, PTV Model2Go, PTV developed and trained an AI tool that provides an estimation of workplaces for any building in many European countries.

What is Urban planning data Europe coverage workplace data on building level AI-based estimation used for?

This product has 5 key use cases. PTV GROUP recommends using the data for Location-based Analytics, Employment Analytics, Urban Mobility Analysis, Location Insights, and POI Enrichment. Global businesses and organizations buy GIS Data from PTV GROUP to fuel their analytics and enrichment.

Who can use Urban planning data Europe coverage workplace data on building level AI-based estimation ?

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

Which countries does Urban planning data Europe coverage workplace data on building level AI-based estimation cover?

This product includes data covering 15 countries like Germany, UK, France, Italy, and Spain. PTV GROUP is headquartered in Germany.

How much does Urban planning data Europe coverage workplace data on building level AI-based estimation cost?

Pricing information for Urban planning data Europe coverage workplace data on building level AI-based estimation is available by getting in contact with PTV GROUP. Connect with PTV GROUP to get a quote and arrange custom pricing models based on your data requirements.

How can I get Urban planning data Europe coverage workplace data on building level AI-based estimation ?

Businesses can buy GIS Data from PTV GROUP and get the data via Email. Depending on your data requirements and subscription budget, PTV GROUP can deliver this product in .json format.

What is the data quality of Urban planning data Europe coverage workplace data on building level AI-based estimation ?

PTV GROUP has reported that this product has the following quality and accuracy assurances: 100% coverage. You can compare and assess the data quality of PTV GROUP using Datarade’s data marketplace.

What are similar products to Urban planning data Europe coverage workplace data on building level AI-based estimation ?

This product has 3 related products. These alternatives include EU Building Footprint Data 51M+ Locations in Europe: Germany, France (…), Urban Planning Data 230M+ Locations Commercial Real Estate & Property Market Insights, and SafeGraph: Location Data - Global Coverage 52M+ POIs. You can compare the best GIS Data providers and products via Datarade’s data marketplace and get the right data for your use case.

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Urban planning data| Europe coverage | workplace data on building level | AI-based estimation |

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PTV GROUP
PTV. Empowering Mobility as part of Umovity.

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Let data providers come to you!

Urban planning data| Europe coverage | workplace data on building level | AI-based estimation |

Data Dictionary

Description

Country Coverage

Pricing

Suitable Company Sizes

Quality

Delivery

Use Cases

Categories

Related Searches

Related Products

Frequently asked questions

PTV GROUP PTV. Empowering Mobility as part of Umovity.

Trusted by

PTV GROUP
PTV. Empowering Mobility as part of Umovity.