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European regional GDP data. ~1300 regions. Monthly frequency. 2015 - present
We convert high resolution satellite images into luminosity integers, removing cloud cover, snowfall, and other obstructions.
Global subnational GDP data from 2000-2020. Annual timeframe. ~60,000 regions worldwide.
Contact us directly if you are interested in our global GDP data. We currently have an exclusivity arrangment with an institution for the full dataset, but can sell slices of the data.
See a detailed overview of our methodology here.
Download 12 months of our 2015 GDP data for free here.
Our datasets are continuously improving.
View our change log to see all updates to our dataset and methodology.
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Field | Description | Example | Type |
nuts0 | Admin level 0 (country-level, highest level of granularity) | Italy | String |
nuts1 | Admin level 1 | NORD-OVEST | String |
nuts2 | Admin level 2 | Piemonte | String |
nuts3 | Admin level 3 (lowest level of granularity) | Cuneo | String |
year | Year | 2016 | Integer |
month | Month | 1 | Integer |
GDP_nuts3 | GDP of Admin level 3 in millions of euros | 1519.358 | Float |
MoM_GDP_Growth_nuts3 | Percentage change of Admin level 3 GDP from last month | 1.27 | String |
YoY_GDP_Growth_nuts3 | Percentage change of Admin level 3 GDP from last year | 3.07 | String |
GDP_nuts2 | GDP of Admin level 2 in millions of euros | 10768.4 | Float |
MoM_GDP_Growth_nuts2 | Percentage change of Admin level 2 GDP from last month | 1.14 | String |
YoY_GDP_Growth_nuts2 | Percentage change of Admin level 2 GDP from last year | 2.95 | String |
GDP_nuts1 | GDP of Admin level 1 in millions of euros | 46024.89 | Float |
MoM_GDP_Growth_nuts1 | Percentage change of Admin level 1 GDP from last month | 1.23 | String |
YoY_GDP_Growth_nuts1 | Percentage change of Admin level 1 GDP from last year | 3.21 | String |
GDP_nuts0 | GDP of Admin level 0 in millions of euros | 140536.4 | Float |
MoM_GDP_Growth_nuts0 | Percentage change of Admin level 0 GDP from last month | 1.02 | String |
YoY_GDP_Growth_nuts0 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
id_nuts0 | Unique identifier for nuts 0 (e.g. UK) | IT | String |
id_nuts1 | Unique identifier for nuts 1 (e.g. UKC) | ITC | String |
id_nuts2 | Unique identifier for nuts 2 (e.g. UKC1) | ITC1 | String |
id_nuts3 | Unique identifier for nuts 3 (e.g. UKC11) | ITC16 | String |
time | Unique identifier for time series | 13 | Integer |
Field | Description | Example | Type |
nuts0 | Admin level 0 (country-level, highest level of granularity) | Italy | String |
nuts1 | Admin level 1 | NORD-OVEST | String |
nuts2 | Admin level 2 | Piemonte | String |
nuts3 | Admin level 3 (lowest level of granularity) | Cuneo | String |
year | Year | 2016 | Integer |
month | Month | 1 | Integer |
luminosity_sum | GDP of Admin level 3 in millions of euros | 1519.358 | Float |
luminosity_mean | Percentage change of Admin level 3 GDP from last month | 1.27 | String |
stdev | Percentage change of Admin level 3 GDP from last year | 3.07 | String |
variance | GDP of Admin level 2 in millions of euros | 10768.4 | Float |
pixel_count | Percentage change of Admin level 2 GDP from last month | 1.14 | String |
YoY_GDP_Growth_nuts2 | Percentage change of Admin level 2 GDP from last year | 2.95 | String |
decile_00 | GDP of Admin level 1 in millions of euros | 46024.89 | Float |
decile_01 | Percentage change of Admin level 1 GDP from last month | 1.23 | String |
decile_02 | Percentage change of Admin level 1 GDP from last year | 3.21 | String |
decile_03 | GDP of Admin level 0 in millions of euros | 140536.4 | Float |
decile_04 | Percentage change of Admin level 0 GDP from last month | 1.02 | String |
decile_05 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
decile_06 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
decile_07 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
decile_08 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
decile_09 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
decile_10 | Percentage change of Admin level 3 GDP from last year | 2.91 | String |
id_nuts0 | Unique identifier for nuts 0 (e.g. UK) | IT | String |
id_nuts1 | Unique identifier for nuts 1 (e.g. UKC) | ITC | String |
id_nuts2 | Unique identifier for nuts 2 (e.g. UKC1) | ITC1 | String |
id_nuts3 | Unique identifier for nuts 3 (e.g. UKC11) | ITC16 | String |
time | Unique identifier for time series | 13 | Integer |