Sold by: CARTO
Deployed on AWS
Population, age & gender splits, points of interest counts and other features for spatial modelling.
Overview
Spatial Features (Spain, Quadgrid 15)
Spatial Features is a dataset curated by CARTO providing access to a set of location-based features with global coverage that have been unified in a common geographic supports (eg. Quadgrid). This product has been specially designed to facilitate spatial modeling at scale. Spatial Features includes core demographic data and POI aggregations by category that have been generated by processing and unifying globally available sources such as Worldpop and OpenStreetMap. This listing offers public access to the data in Spain aggregated at the Quadgrid level 15 (with grid cells of approximately 1x1km).
In future releases of this dataset, we will incorporate new spatial features such as elevation, urbanity levels, and different spatial lags.
Fields Included:
- Total Population
- Population by gender
- Population by age
- Points of Interest by category (retail, transportation, tourism, healthcare, etc.)
Metadata and Data Dictionary
You can check these datasets metadata and dictionary in CARTO’s Spatial Data Catalog: https://carto.com/spatial-data-catalog/browser/dataset/cdb_spatial_fea_d23a5c97/
Example Use Case:
Incorporate geospatial signals into your revenue prediction model by enriching the trade areas of each of your stores with CARTO Spatial Features to characterise each of them based on the demographics and points of interest surrounding them. Understand how the different spatial features impact your sales across your business footprint and use them to predict your sales potential in parts of the territory where you do not have presence. How do your sales per store vary depending on the age and gender of the population surrounding them? Do you sell more when
Regulatory and Compliance Information
This dataset is provided “AS IS” without any warranty, express or implied from CARTO. CARTO disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset.
About CARTO
From smartphones to connected cars, location data is changing the way we live and the way we run businesses. Everything happens somewhere, but visualizing data to see where things are isn’t the same as understanding why they happen there. CARTO is the world’s leading Location Intelligence platform, enabling organizations to use spatial data and analysis for more efficient delivery routes, better behavioral marketing, strategic store placements, and much more. Data Scientists, Developers and Analysts use CARTO to optimize business processes, and predict future outcomes through the power of Spatial Data Science.
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Delivery method
Deployed on AWS
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Pricing
This product is available free of charge. Free subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimensions summary
This listing offers one pricing dimension: Product Access, billed by units at no cost. It grants subscribers access to the Spatial Features dataset for Spain using the Quadgrid 15 spatial grid. There are no tiers, instance sizes, or usage add-ons to compare. You subscribe once to gain access, and the free model means no charges accrue based on the units consumed. This provides a single, straightforward entry point for accessing the spatial data product.
Top-of-mind questions for buyers
One unit grants subscriber access to the Spatial Features dataset for Spain built on the Quadgrid 15 spatial grid. The unit represents access itself, not a metered quantity. Because the product is free, no charges accrue based on how many units you consume.
No. This listing uses a free pricing model with a single access dimension. There are no tiers, quotas, or overage thresholds to cross. Your cost stays at zero regardless of how much you query or work with the Spain Quadgrid 15 spatial data.
The data is delivered through your connected cloud data warehouse using native data-sharing. You access the always-current dataset directly where you work, without managing copies across environments. Subscribing grants access; there is no separate metered charge for operations on this listing.
carto.com
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Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Spatial Features (Spain, Quadgrid 15) | No historical revisions | All future revisions | Not included | Not included |
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