505 Economics: monthly luminosity data to measure economic activity and digital connectivity product image in hero

505 Economics: monthly luminosity data to measure economic activity and digital connectivity

505 Economics
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NUTS1 Region
NUTS2 Region
NUTS3 Region
Luminosity
1 xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx
2 Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx
3 xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx
4 Xxxxx xxxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxx
5 Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx
6 Xxxxx Xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx
7 xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx
8 Xxxxx xxxxxx xxxxxxx xxxxxxx Xxxxx
9 xxxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx
10 Xxxxxxx xxxxxx Xxxxxxxx Xxxxxxx Xxxxx
... xxxxxx xxxxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx
Request Data Sample
Volume
172
Sub-national regions
Avail. Formats
.json, .csv, and .xls
File
Coverage
23
Countries

Data Dictionary

Product Attributes
Attribute Type Example Mapping
String United Kingdom Country Name
NUTS1 Region
England
NUTS2 Region
Greater London
NUTS3 Region
Tower Hamlets
Luminosity
239124

Description

Monthly luminosity data for EU countries, UK and Switzerland derived from high resolution satellite imagery. Produced in partnership with the European Space Agency BIC UK * Frequent - every month since Jan 2015 * Timely - produced with 3 week lag * Accurate
505 Economics is on a mission to make academic economics accessible. We've created raw 'luminosity' measures for sub-national and national regions in Europe. This can be used to map electrical infrastructure, measure digital connection, or understand economic activity at a granular level. We produce the data using high-resolution night time satellite imagery and Artificial Intelligence. This builds on our academic research at the London School of Economics, and we're producing the dataset in collaboration with the European Space Agency BIC UK. We have published peer-reviewed academic articles on the usage of luminosity as an accurate proxy for economic activity. Key features: - Frequent: Data is provided every month from January 2015 - Timely: Data is provided with a three week lag (i.e. the data for January 2021 was published at the end of February 2021) - Accurate: We extensively clean the data (removing cloud cover, and non-electric sources of noise The dataset can be used by: - Governments and policy makers - to map electrical connectivity, and digital openness - Engineering companies - to map electrical infrastructure - Financial services and academia- to use luminosity as a proxy for GDP We have created this dataset for the UK, Switzerland and 24 EU Countries.

Country Coverage

Europe (23)
Austria
Belgium
Bulgaria
Croatia
Czech Republic
Estonia
France
Germany
Greece
Ireland
Italy
Lithuania
Luxembourg
Malta
Netherlands
Poland
Portugal
Romania
Slovakia
Slovenia
Spain
Switzerland
United Kingdom

Volume

26 Countries
172 Sub-national regions

Pricing

License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Not available

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
Email
REST API
Feed API
Frequency
monthly
Format
.json
.csv
.xls

Use Cases

ESG Performance Analysis
Economic Analysis

Categories

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Frequently asked questions

What is 505 Economics: monthly luminosity data to measure economic activity and digital connectivity?

Monthly luminosity data for EU countries, UK and Switzerland derived from high resolution satellite imagery. Produced in partnership with the European Space Agency BIC UK * Frequent - every month since Jan 2015 * Timely - produced with 3 week lag * Accurate

What is 505 Economics: monthly luminosity data to measure economic activity and digital connectivity used for?

This product has 2 key use cases. 505 Economics recommends using the data for ESG Performance Analysis and Economic Analysis. Global businesses and organizations buy ESG Data from 505 Economics to fuel their analytics and enrichment.

Who can use 505 Economics: monthly luminosity data to measure economic activity and digital connectivity?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for ESG Data. Get in touch with 505 Economics to see what their data can do for your business and find out which integrations they provide.

Which countries does 505 Economics: monthly luminosity data to measure economic activity and digital connectivity cover?

This product includes data covering 23 countries like Germany, United Kingdom, France, Italy, and Spain. 505 Economics is headquartered in United Kingdom.

How much does 505 Economics: monthly luminosity data to measure economic activity and digital connectivity cost?

Pricing information for 505 Economics: monthly luminosity data to measure economic activity and digital connectivity is available by getting in contact with 505 Economics. Connect with 505 Economics to get a quote and arrange custom pricing models based on your data requirements.

How can I get 505 Economics: monthly luminosity data to measure economic activity and digital connectivity?

Businesses can buy ESG Data from 505 Economics and get the data via S3 Bucket, Email, REST API, and Feed API. Depending on your data requirements and subscription budget, 505 Economics can deliver this product in .json, .csv, and .xls format.

What is the data quality of 505 Economics: monthly luminosity data to measure economic activity and digital connectivity?

You can compare and assess the data quality of 505 Economics using Datarade’s data marketplace. 505 Economics appears on selected Datarade top lists ranking the best data providers, including Who’s New on Datarade? .

What are similar products to 505 Economics: monthly luminosity data to measure economic activity and digital connectivity?

This product has 3 related products. These alternatives include SDG (Sustainable Development Goals) Impact Data Sustainability Data 14k+ Companies, Africa Points of Interest (POI) Data, and CrawlBee Mortgage Data Homeownership Data Financial Services Lender Data. You can compare the best ESG Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request
License Starts at
One-off purchase Available
Monthly License Available
Yearly License Available
Usage-based Not available