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Mapped: The World’s Top 50 Science and Technology Hubs

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See this visualization first on the Voronoi app.

This map explores the world’s top 50 science and technology hubs based on the Global Innovation Index 2023 data.

The World’s Top 50 Science and Technology Hubs

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

In 2023, the world experienced another wave of science and technology (S&T) innovation, from the introduction of the first over-the-counter birth control pill in the U.S. to the stunning growth of ChatGPT and artificial intelligence.

This map explores the world’s top 50 science and technology hubs leading these innovations based on data from the Global Innovation Index 2023. Hubs were ranked by their combined share of international patent applications and scientific publications.

East Asia Dominance in S&T

The world’s five most significant science and technology hubs are in East Asia.

The top-ranked Tokyo-Yokohama cluster made up just over 10% of all patent applications between 2018-2022.

ClusterCountry/EconomyPatent ApplicationsScientific Publications
Tokyo-Yokohama🇯🇵 Japan127,418115,020
Shenzhen-Hong Kong-Guangzhou🇨🇳/🇭🇰 China/Hong Kong113,482153,180
Seoul🇰🇷 South Korea63,447133,604
Beijing🇨🇳 China38,067279,485
Shanghai-Suzhou🇨🇳 China32,924162,635
San Jose-San Francisco🇺🇸 U.S.47,26958,575
Osaka-Kobe-Kyoto🇯🇵 Japan38,41351,948
Boston-Cambridge🇺🇸 U.S.18,18476,378
San Diego🇺🇸 U.S.23,26120,928
New York City🇺🇸 U.S.13,83874,849
Nanjing🇨🇳 China7,143113,488
Paris🇫🇷 France15,17661,692
Wuhan🇨🇳 China6,25089,756
Hangzhou🇨🇳 China10,75562,924
Nagoya🇯🇵 Japan17,73616,091
Los Angeles,🇺🇸 U.S.11,55644,058
Washington, DC–Baltimore🇺🇸 U.S.5,52576,039
Daejeon🇰🇷 South Korea12,27525,552
Xi'an🇨🇳 China1,78686,937
London🇬🇧 Great Britain5,98159,068
Seattle🇺🇸 U.S.11,47220,322
Munich🇩🇪 Germany10,24824,239
Qingdao🇨🇳 China7,28639,745
Chengdu🇨🇳 China2,04667,334
Cologne🇩🇪 Germany7,46634,286
Amsterdam–Rotterdam🇳🇱 Netherlands4,23052,864
Taipei–Hsinchu🇹🇼 Taiwan3,90752,752
Houston🇺🇸 U.S.8,47524,636
Stuttgart🇩🇪 Germany9,34214,874
Tel Aviv–Jerusalem🇮🇱 Israel7,26824,219
Moscow🇷🇺 Russia2,03655,086
Chicago🇺🇸 U.S.5,76332,343
Singapore🇸🇬/🇲🇾 Singapore/Malaysia4,86136,803
Tehran🇮🇷 Iran24963,113
Philadelphia🇺🇸 U.S.5,39032,309
Tianjin🇨🇳 China1,26753,680
Changsha🇨🇳 China1,14952,768
Stockholm🇸🇪 Sweden6,06919,984
Minneapolis🇺🇸 U.S.6,62515,375
Hefei🇨🇳 China2,54938,974
Eindhoven🇳🇱 Netherlands7,9825,339
Melbourne🇦🇺 Australia2,12640,056
Berlin🇩🇪 Germany3,62430,464
Chongqing🇨🇳 China1,65141,412
Frankfurt am Main🇩🇪 Germany5,41018,590
Sydney🇦🇺 Australia2,53933,695
Raleigh🇺🇸 U.S.3,05730,206
Madrid🇪🇸 Spain1,58038,849
Zürich🇨🇭 Switzerland3,75924,437
Milan🇮🇹 Italy2,57831,077

The first American cluster on the list, the San Francisco Bay Area, is home to major tech companies such as Adobe, eBay, Google, and PayPal.

Along with Cambridge in the United Kingdom, the San Francisco Bay Area is one of the most S&T-intensive clusters relative to overall population density.

For the first time, China topped the list of countries with the highest number of clusters among the top 100, having 24 total. The United States follows, with 21 clusters, then Germany with nine.

In addition, nearly every Chinese cluster rose in the rankings compared to last year, with only Beijing falling by one place.

São Paulo (Brazil); Bengaluru, Delhi, Chennai, and Mumbai (India); Tehran (Islamic Republic of Iran); Istanbul and Ankara (Türkiye); and Moscow (Russian Federation) are the only middle-income economy clusters outside China.

According to the Global Innovation Index, the U.S. leads in research and development (R&D) expenditure, followed by China, Japan, Germany, and the Republic of Korea.

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All of the Grants Given by the U.S. CHIPS Act

Intel, TSMC, and more have received billions in subsidies from the U.S. CHIPS Act in 2024.

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All of the Grants Given by the U.S. CHIPS Act

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

This visualization shows which companies are receiving grants from the U.S. CHIPS Act, as of April 25, 2024. The CHIPS Act is a federal statute signed into law by President Joe Biden that authorizes $280 billion in new funding to boost domestic research and manufacturing of semiconductors.

The grant amounts visualized in this graphic are intended to accelerate the production of semiconductor fabrication plants (fabs) across the United States.

Data and Company Highlights

The figures we used to create this graphic were collected from a variety of public news sources. The Semiconductor Industry Association (SIA) also maintains a tracker for CHIPS Act recipients, though at the time of writing it does not have the latest details for Micron.

CompanyFederal Grant AmountAnticipated Investment
From Company
🇺🇸 Intel$8,500,000,000$100,000,000,000
🇹🇼 TSMC$6,600,000,000$65,000,000,000
🇰🇷 Samsung$6,400,000,000$45,000,000,000
🇺🇸 Micron$6,100,000,000$50,000,000,000
🇺🇸 GlobalFoundries$1,500,000,000$12,000,000,000
🇺🇸 Microchip$162,000,000N/A
🇬🇧 BAE Systems$35,000,000N/A

BAE Systems was not included in the graphic due to size limitations

Intel’s Massive Plans

Intel is receiving the largest share of the pie, with $8.5 billion in grants (plus an additional $11 billion in government loans). This grant accounts for 22% of the CHIPS Act’s total subsidies for chip production.

From Intel’s side, the company is expected to invest $100 billion to construct new fabs in Arizona and Ohio, while modernizing and/or expanding existing fabs in Oregon and New Mexico. Intel could also claim another $25 billion in credits through the U.S. Treasury Department’s Investment Tax Credit.

TSMC Expands its U.S. Presence

TSMC, the world’s largest semiconductor foundry company, is receiving a hefty $6.6 billion to construct a new chip plant with three fabs in Arizona. The Taiwanese chipmaker is expected to invest $65 billion into the project.

The plant’s first fab will be up and running in the first half of 2025, leveraging 4 nm (nanometer) technology. According to TrendForce, the other fabs will produce chips on more advanced 3 nm and 2 nm processes.

The Latest Grant Goes to Micron

Micron, the only U.S.-based manufacturer of memory chips, is set to receive $6.1 billion in grants to support its plans of investing $50 billion through 2030. This investment will be used to construct new fabs in Idaho and New York.

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