César Hidalgo
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César A. Hidalgo (born December 22, 1979) is a Chilean born, Chilean- Spanish-
American American(s) may refer to: * American, something of, from, or related to the United States of America, commonly known as the "United States" or "America" ** Americans, citizens and nationals of the United States of America ** American ancestry, pe ...
physicist, author, and entrepreneur. He directs th
Center for Collective Learning
at the Artificial and Natural Intelligence Institute (ANITI) of the University of Toulouse. He is also an Honorary Professor at the
University of Manchester , mottoeng = Knowledge, Wisdom, Humanity , established = 2004 – University of Manchester Predecessor institutions: 1956 – UMIST (as university college; university 1994) 1904 – Victoria University of Manchester 1880 – Victoria Univer ...
, and is a visiting professor at
Harvard Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of higher le ...
's School of Engineering and Applied Sciences. Hidalgo is known for work on Economic Complexity, Relatedness,
Data Visualization Data and information visualization (data viz or info viz) is an interdisciplinary field that deals with the graphic representation of data and information. It is a particularly efficient way of communicating when the data or information is num ...
, Applied
Artificial Intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech re ...
, and Digital Democracy. Prior to joining the University of Toulouse, Hidalgo was a professor at MIT where he directed the Collective Learning group. He is also a founder and partner at Datawheel, a data visualization and distribution company. Hidalgo works broadly in the field of
Collective Intelligence Collective intelligence (CI) is shared or group intelligence (GI) that emerges from the collaboration, collective efforts, and competition of many individuals and appears in consensus decision making. The term appears in sociobiology, politic ...
. His contributions to the field includes the introduction of methods to measure Economic Complexity and Relatedness, the study of people's perception of A.I., the study of
Collective memory Collective memory refers to the shared pool of memories, knowledge and information of a social group that is significantly associated with the group's identity. The English phrase "collective memory" and the equivalent French phrase "la mémoire c ...
, and the development of multiple data visualization platforms, including DataUSA,
DataViva DataViva is an information visualization engine created by the Strategic Priorities Office of the government of Minas Gerais. DataViva makes official data about exports, industries, locations and occupations available for the entirety of Brazil th ...
, DataMexico, DataAfrica, and Pantheon, among others. He is the author of dozens of academic papers in complex systems, networks, and economic development, and has created applications of data science and artificial intelligence. Hidalgo has authored or co-authored three books
The Atlas of Economic Complexity ''The Atlas of Economic Complexity: Mapping Paths to Prosperity'' is a 2011 economics book by Ricardo Hausmann, Cesar A. Hidalgo, Sebastián Bustos, Michele Coscia, Sarah Chung, Juan Jimenez, Alexander Simoes and Muhammed A. Yıldırım. A revis ...
, Why Information Grows, and How Humans Judge Machines. His work has been honored in 2018 with the
Lagrange Prize The Lagrange-CRT Foundation Prize is an annual International award created by the CRT Foundation with the scientific coordination of the ISI Foundation. The prize is awarded for scientific research in the field of complexity sciences, its appl ...
, in 2019 with the Centennial Medal from the University of Concepcion, and in 2011 with the Bicentennial Medial from the
Chilean Congress The National Congress of Chile ( es, Congreso Nacional de Chile) is the legislative branch of the government of the Republic of Chile. The National Congress of Chile was founded on July 4, 1811. It is a bicameral legislature composed of the Ch ...
. Awards for his data visualization and distribution platforms include three
Webbys The Webby Awards are awards for excellence on the Internet presented annually by the International Academy of Digital Arts and Sciences, a judging body composed of over two thousand industry experts and technology innovators. Categories include ...
, one Information is Beautiful award, and one Indigo Design Award.


Early life and education

Hidalgo was born in Santiago de Chile in 1979 to Cesar E. Hidalgo and Nuria Ramaciotti. His father was a publicist and journalist and his mother a K-12 school administrator. He has two siblings Caterina and Nuria. Hidalgo attended The Grange School until the age of fourteen. He completed his high school education at The British High School. From 1998 to 2003 he studied physics at
Pontifical Catholic University of Chile The Pontifical Catholic University of Chile (''PUC or UC Chile'') ( es, Pontificia Universidad Católica de Chile) is one of the six Catholic Universities existing in the Chilean university system and one of the two pontifical universities i ...
. From 2004 to 2008 he obtained a PhD in
physics Physics is the natural science that studies matter, its fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge which r ...
from The
University of Notre Dame The University of Notre Dame du Lac, known simply as Notre Dame ( ) or ND, is a private Catholic research university in Notre Dame, Indiana, outside the city of South Bend. French priest Edward Sorin founded the school in 1842. The main campu ...
with Albert-László Barabási as his PhD advisor. From 2008 to 2010 he was a postdoctoral research fellow at Harvard University.


Economic complexity

Starting in his PhD Hidalgo began using networks to study economic development. His main contributions include
The Product Space The Product Space is a network that formalizes the idea of relatedness between products traded in the global economy. The network first appeared in the July 2007 issue of ''Science'' in the article "The Product Space Conditions the Development ...
, a network that can be used to predict a country's future patterns of diversification, and the economic complexity index, a formula that can be used to estimate the growth potential of economies. The economic complexity index is highly predictive of future economic growth and also is a strong explanatory factor of cross-national differences in income inequality. Hidalgo's work in Economic Complexity has been covered by important media outlets like The New York Times, The Economist, and ''The Financial Times''.


''Why Information Grows''

In ''Why Information Grows'' Hidalgo explains economic growth as a consequence of the growth of information and computation in the universe. The book starts by explaining the physical mechanisms that allow information to grow, and then unpacks these mechanisms in the context of social and economic systems. The main argument of the book is that the need for computation to be embodied, in cells, humans, or teams of humans, is what makes the growth of information in the economy both possible and difficult. Soon after its release the book was highly praised by economists including
Paul Romer Paul Michael Romer (born November 6, 1955) is an American economist and policy entrepreneur who is a University Professor in Economics at New York University. Romer is best known as the former Chief Economist of the World Bank and for co-recei ...
, who went on to win the Nobel prize for endogenous growth theory, Eric Beinhoecker, the director of Oxford's Institute for New Economic Thinking, and
Tim Harford Timothy Douglas Harford (born 27 September 1973) is an English economic journalist who lives in Oxford. Harford is the author of four economics books and writes his long-running ''Financial Times'' column, "The Undercover Economist", syndic ...
, a popular economics author and regular columnist for ''The Financial Times''. ''Why Information Grows'' was also featured in ''
The Economist ''The Economist'' is a British weekly newspaper printed in demitab format and published digitally. It focuses on current affairs, international business, politics, technology, and culture. Based in London, the newspaper is owned by The Econo ...
s books and arts section of the July 25, 2015 print edition, in
Nature Nature, in the broadest sense, is the physics, physical world or universe. "Nature" can refer to the phenomenon, phenomena of the physical world, and also to life in general. The study of nature is a large, if not the only, part of science. ...
's May 28, 2015 print edition, and Kirkus Reviews, among others.


Data visualization and distribution platforms

Hidalgo has co-authored a number of popular data visualization and distribution platforms. These are tools that make available vast volumes of data through visualizations. These platforms include:


The Observatory of Economic Complexity (OEC)

The OEC is a tool that makes available international trade data through more than 20 million visualizations. The Observatory of Economic Complexity focuses on the mix of products that countries export because this product mix is predictive of a country's future patterns of diversification, G.D.P. growth, and income inequality. The OEC was co-authored with Alex Simões, who developed this platform as his master thesis in the Macro Connections group at the MIT Media Lab.


DataViva

DataViva DataViva is an information visualization engine created by the Strategic Priorities Office of the government of Minas Gerais. DataViva makes official data about exports, industries, locations and occupations available for the entirety of Brazil th ...
is a visualization engine that makes available regional development data for all of Brazil through more than 1 billion visualizations. These visualizations include trade data, employment data and education data, for each of Brazil's more than 5000 municipalities and its hundreds of products, industries and occupations. DataViva was developed in a collaboration between Hidalgo, Alex Simões and Dave Landry, and the government of
Minas Gerais Minas Gerais () is a state in Southeastern Brazil. It ranks as the second most populous, the third by gross domestic product (GDP), and the fourth largest by area in the country. The state's capital and largest city, Belo Horizonte (literally ...
in Brazil, including Minas's government department of strategic priorities and FAPEMIG, Minas Science funding agency.


Pantheon

Pantheon is a data visualization engine focused on historical cultural production and impact. Pantheon helps users explore metadata on globally famous biographies as a mean to understand the process of collective memory and of the role of languages and communication technologies in the production and diffusion of cultural information. Amy Yu, Kevin Hu, and Cesar Hidalgo developed pantheon at the Macro Connections group at MIT.


Immersion

Immersion is a data visualization engine for email metadata. Immersion helps uncover the networks people form while interacting through email. Immersion was co-authored by Hidalgo together with Daniel Smilkov and Deepak Jagsdish, while both Smilkov and Jagdish were working as students in Hidalgo's Macro Connection's group. Immersion was released in 2013, and quickly became popular as a way to demonstrate what people can learn by looking only at email metadata.


DataUSA


DataUSA
is an effort to visualize and distribute public data for the United States. It was launched on April 4, 2016 and acclaimed by The New York Times, The Atlantic's City Lab, and Fast Company. DataUSA received the Information is Beautiful Award in 2016 and a Webby Award in 2017 for best Civil and Government Innovation. DataUSA was built by Datawheel in collaboration with
Deloitte Deloitte Touche Tohmatsu Limited (), commonly referred to as Deloitte, is an international professional services network headquartered in London, England. Deloitte is the largest professional services network by revenue and number of profession ...
.


DataAfrica

DataAfrica
makes available data on the health, poverty, agriculture, and climate, of thirteen African countries at the subnational level. DataAfrica won a 2018 webby award for best civil and government innovation.


DataChile

DataChile
integrates and distributes data from more than a dozen Chilean government departments. It won a 2018 Indigo Design Award.


DataMexico

DataMexico
is a systematized information platform with more than 13,000 profiles about regional economy, infrastructure, exterior commerce, employment, education, gender equity, inequality, health, and public security in Mexico. Includes a section about ''Economic Complexity'' to visualize development opportunities through dynamics between industries and products.


Urban Perception


Place Pulse, Streetscore, and Streetchange

Place Pulse, Streetscore, and Streetchange are tools created to map people's perceptions of urban environments. Place Pulse has been featured in ''The Guardian'' and ''Fast Company''. Streetscore has been featured in ''The Economist'' and ''New Scientist'', among others.


Augmented Democracy

In 2018, Hidalgo presented at
TED TED may refer to: Economics and finance * TED spread between U.S. Treasuries and Eurodollar Education * ''Türk Eğitim Derneği'', the Turkish Education Association ** TED Ankara College Foundation Schools, Turkey ** Transvaal Education Depa ...
's main event the idea o
Augmented Democracy
a democracy in which people are represented directly by personalized digital twins powered by
artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech re ...
. He is currently working o
MonProgramme2022
a digital participation platform for the 2022 french presidential election.


Bibliography

A full list of books and publications can be found i
Cesar Hidalgo's professional page


Books

*’’How Humans Judge Machines’’ MIT Press (2021), *‘’Why Information Grows: The Evolution of Order from Atoms to Economies’’ Basic Books, New York (2015) *’’The Atlas of Economic Complexity’’ MIT Press (2014),


Selected articles

*"Links that speak: The Global Language Network and its Association with Global Fame" Shahar Ronen, Bruno Goncalves, Kevin Hu, Alessandro Vespignani, Steven Pinker and César A. Hidalgo. Proceedings of the National Academy of Sciences 10.1073/pnas.1410931111 (2014) *"The Collaborative Image of the City: Mapping the Inequality of Urban Perception" Philip Salesses, Katja Schechtner, and César A. Hidalgo. PLoS ONE 8(7): e68400. DOI: 10.1371/journal.pone.0068400 *"The Network Structure of Economic Output" R Hausmann, CA Hidalgo. Journal of Economic Growth (2011) 16:309–342 DOI 10.1007/s10997-011-9071-4 *"The Building Blocks of Economic Complexity" CA Hidalgo, R Hausmann. Proc. Natl. Acad. Sci. (2009) 106(26):10570-10575 *"Understanding Individual Human Mobility Patterns" MC Gonzalez, CA Hidalgo, A-L Barabási. Nature (2008) 453: 779–782 *"The Product Space Conditions the Development of Nations" CA Hidalgo, B Klinger, A-L Barabási, R Hausmann. Science (2007) 317: 482–487


References

{{DEFAULTSORT:Hidalgo, Cesar A. Living people Chilean scholars and academics 1979 births People from Santiago Pontifical Catholic University of Chile alumni University of Notre Dame alumni MIT Media Lab people Massachusetts Institute of Technology faculty Network scientists