Sold by: CARTO
Deployed on AWS
Population, age & gender splits, points of interest counts and other features for spatial modelling
Overview
Spatial Features (USA, 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 the United States of America 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_640a6186/
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 your stores are located near tourism attractions? How much more?
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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Deployed on AWS
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Dimensions summary
This listing offers a single free dimension. You get access to the Spatial Features dataset (USA, Quadgrid 15) at no charge. There are no tiers, usage add-ons, or configurable quantity options to compare. Because it is free, no billing term or per-unit consumption applies to this dataset itself. It covers spatial data for the United States organized on a Quadgrid 15 grid, which you can use within your spatial analytics work.
Top-of-mind questions for buyers
You get spatial data covering the United States, organized on a Quadgrid 15 grid. Quadgrid 15 defines the resolution or cell size used to divide the area into grid units. You use these grid-based features within your spatial analysis and visualization work.
The dataset itself is free, so no per-unit or subscription charge applies to it. However, running analysis on the data inside your cloud data warehouse may incur separate warehouse compute or storage costs charged by that platform, not by this listing.
The data is delivered through native data-sharing from your cloud data warehouse, so you avoid managing copies across environments. You access subscribed data directly where you work, using the connection established between the platform and your data warehouse.
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Delivery details
AWS Data Exchange (ADX)
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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 (USA, Quadgrid 15) | No historical revisions | All future revisions | Not included | Not included |
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