Urban planning data| Europe coverage | workplace data on building level | AI-based estimation | product image in hero

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

PTV Group
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workplaces
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Data Quality
100%
coverage
Avail. Format
.json
File
Coverage
15
Countries

Data Dictionary

[Sample] Employees Per Building In Area Frechen
Attribute Type Example Mapping
workplaces
Float 4.4854374
geometry
String POLYGON ((6.829365253448487 50.910076141357415, 6.8293309...

Description

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 Conventional methods for estimating workforce distribution are often based on static assumptions, outdated data, or manual processing, which can lead to inefficiencies and inaccuracies.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.

Country Coverage

Europe (15)
Belgium
Denmark
France
Germany
Hungary
Italy
Liechtenstein
Luxembourg
Netherlands
Poland
Romania
Spain
Sweden
Switzerland
United Kingdom

Pricing

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

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Quality

Self-reported by the provider
100%
coverage

Delivery

Methods
Email
Format
.json

Use Cases

Location-based Analytics
Employment Analytics
Urban Mobility Analysis Location Insights
POI Enrichment

Categories

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Frequently asked questions

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 Urban Planning Data 230M+ Locations Commercial Real Estate & Property Market Insights, Doorda UK Geospatial Real Estate Data Urban Planning Data 34M+ Addresses from 10 Data Sources Customer Insights and Location Planning, and EU Building Footprint Data 51M+ Locations in Europe: Germany France (…). You can compare the best GIS Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request