Data

Rank in the Economic Complexity Index

About this data

Source
Observatory of Economic Complexity and Atlas of Economic Complexity (2016)processed by Our World in Data
Last updated
January 1, 2016
Date range
1964–2016

Sources and processing

Observatory of Economic Complexity and Atlas of Economic Complexity – ECI country rankings

The Economic Complexity Index takes data on exports, and reduces a country's economic system into two dimensions: (i) The number or 'diversification' of products in the export basket, and (ii) the quality, or 'ubiquity' of products in the export basket.

To measure these two dimensions, the ECI uses a cross-country export matrix. That is, a table with countries in the rows and product categories in the columns, so that each cell in the table shows the value of country-product exports.

From this matrix, 'diversification' is obtained from the distribution of country exports across products (i.e. the sum across columns for each row); while 'ubiquity' is given by the share of product exports contributed by each country (i.e. the sum across rows for each column).

To condense both dimensions into a single metric, the ECI further reduces the information in the matrix, such that countries with similar exports are close together in the ranking.

Loosely speaking, lower ECI scores correspond to countries that export very few different types of products (i.e. export baskets that are not diversified) and those products that they do export are produced in many other countries (i.e. export baskets that load heavily on just a few ubiquitous products).

By this logic, Germany has a high ECI score because it exports many different kinds of sophisticated things that are only produced by a handful of other countries with similarly diversified productive capacities.

The following visualization shows ECI rankings for all countries in the world. Link: https://ourworldindata.org/grapher/economic-complexity-rankings

As we can see, there is a clear pattern — richer countries tend to have similar economic structures, and these structures allow them to produce and export a varied basket of sophisticated products.

But what about countries endowed with rare natural resources, like petroleum, which would make a country's export basket less ubiquitous, and hence misleadingly be assigned a more favourable ECI ranking? If a country exporting petroleum can only produce a few other products, then the low ubiquity for their export basket can be explained by these natural resources, and the ECI ranking is corrected by the country's inability to produce different types of products. However, if this country can also produce a diverse range of other goods, then low ubiquity correctly indicates greater economic complexity which is reflected in the ranking. Hence, information on diversity can correct for the information of ubiquity, and vice versa.

The data here comes from the Economic Complexity Index scores published by the MIT Observatory of Economic Complexity (https://atlas.media.mit.edu/en/rankings/country/eci/). These are different to those published by the Harvard Atlas of Economic Complexity (http://atlas.cid.harvard.edu/rankings). As far as we are aware, the discrepancies stem from differences in the way each sources clean the underlying cross-country trade data. You can explore differences between these two data sources here: https://ourworldindata.org/grapher/eci-country-rankings-comparison?country=KOR.

Retrieved on
January 1, 2016
Citation
This is the citation of the original data obtained from the source, prior to any processing or adaptation by Our World in Data. To cite data downloaded from this page, please use the suggested citation given in Reuse This Work below.
MIT Observatory of Economic Complexity (OEC) (2016) and the Harvard Atlas of Economic Complexity (2016).

The Economic Complexity Index takes data on exports, and reduces a country's economic system into two dimensions: (i) The number or 'diversification' of products in the export basket, and (ii) the quality, or 'ubiquity' of products in the export basket.

To measure these two dimensions, the ECI uses a cross-country export matrix. That is, a table with countries in the rows and product categories in the columns, so that each cell in the table shows the value of country-product exports.

From this matrix, 'diversification' is obtained from the distribution of country exports across products (i.e. the sum across columns for each row); while 'ubiquity' is given by the share of product exports contributed by each country (i.e. the sum across rows for each column).

To condense both dimensions into a single metric, the ECI further reduces the information in the matrix, such that countries with similar exports are close together in the ranking.

Loosely speaking, lower ECI scores correspond to countries that export very few different types of products (i.e. export baskets that are not diversified) and those products that they do export are produced in many other countries (i.e. export baskets that load heavily on just a few ubiquitous products).

By this logic, Germany has a high ECI score because it exports many different kinds of sophisticated things that are only produced by a handful of other countries with similarly diversified productive capacities.

The following visualization shows ECI rankings for all countries in the world. Link: https://ourworldindata.org/grapher/economic-complexity-rankings

As we can see, there is a clear pattern — richer countries tend to have similar economic structures, and these structures allow them to produce and export a varied basket of sophisticated products.

But what about countries endowed with rare natural resources, like petroleum, which would make a country's export basket less ubiquitous, and hence misleadingly be assigned a more favourable ECI ranking? If a country exporting petroleum can only produce a few other products, then the low ubiquity for their export basket can be explained by these natural resources, and the ECI ranking is corrected by the country's inability to produce different types of products. However, if this country can also produce a diverse range of other goods, then low ubiquity correctly indicates greater economic complexity which is reflected in the ranking. Hence, information on diversity can correct for the information of ubiquity, and vice versa.

The data here comes from the Economic Complexity Index scores published by the MIT Observatory of Economic Complexity (https://atlas.media.mit.edu/en/rankings/country/eci/). These are different to those published by the Harvard Atlas of Economic Complexity (http://atlas.cid.harvard.edu/rankings). As far as we are aware, the discrepancies stem from differences in the way each sources clean the underlying cross-country trade data. You can explore differences between these two data sources here: https://ourworldindata.org/grapher/eci-country-rankings-comparison?country=KOR.

Retrieved on
January 1, 2016
Citation
This is the citation of the original data obtained from the source, prior to any processing or adaptation by Our World in Data. To cite data downloaded from this page, please use the suggested citation given in Reuse This Work below.
MIT Observatory of Economic Complexity (OEC) (2016) and the Harvard Atlas of Economic Complexity (2016).

All data and visualizations on Our World in Data rely on data sourced from one or several original data providers. Preparing this original data involves several processing steps. Depending on the data, this can include standardizing country names and world region definitions, converting units, calculating derived indicators such as per capita measures, as well as adding or adapting metadata such as the name or the description given to an indicator.

At the link below you can find a detailed description of the structure of our data pipeline, including links to all the code used to prepare data across Our World in Data.

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How to cite this page

To cite this page overall, including any descriptions, FAQs or explanations of the data authored by Our World in Data, please use the following citation:

“Data Page: Rank in the Economic Complexity Index”. Our World in Data (2026). Data adapted from Observatory of Economic Complexity and Atlas of Economic Complexity. Retrieved from https://archive.ourworldindata.org/20260511-092124/grapher/economic-complexity-rankings.html [online resource] (archived on May 11, 2026).

How to cite this data

In-line citationIf you have limited space (e.g. in data visualizations), you can use this abbreviated in-line citation:

Observatory of Economic Complexity and Atlas of Economic Complexity (2016) – processed by Our World in Data

Full citation

Observatory of Economic Complexity and Atlas of Economic Complexity (2016) – processed by Our World in Data. “Rank in the Economic Complexity Index” [dataset]. Observatory of Economic Complexity and Atlas of Economic Complexity, “ECI country rankings” [original data]. Retrieved May 11, 2026 from https://archive.ourworldindata.org/20260511-092124/grapher/economic-complexity-rankings.html (archived on May 11, 2026).

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