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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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 a single spatial dataset covering the USA at Quadgrid 15 resolution, provided at no cost. There is one pricing dimension with no charge and no metered usage. You are not billed per unit, and there is no upfront commitment or tiered structure. This dataset is one of the curated data products you can access directly within your cloud data warehouse. Because it is free, there are no scaling rules or quantity configurations that affect what you pay.
Top-of-mind questions for buyers
Quadgrid 15 refers to the grid resolution used to divide the USA into cells. A higher grid number means smaller, more detailed cells. This dataset covers the entire United States at that fixed resolution. The resolution is set for this listing and does not change what you pay, since access is free.
You access the dataset directly within your cloud data warehouse. The provider uses the native data-sharing features of your warehouse platform to grant access. You do not manage separate copies of the data across environments. The subscription stays available in your account through the standard connection you have set up.
No. This listing has one pricing dimension with no charge and no metered usage. You are not billed per query, per operation, or per unit. There is no quota that triggers extra cost. Because the dataset is free, no threshold or overage applies to change what you pay.
carto.com
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Delivery details
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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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