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PatentWorld
An Interactive Data Exploration

PatentWorld

By Saerom (Ronnie) Lee (opens in new window), The Wharton School, University of Pennsylvania

An interactive exploration of 9.36M US patents granted by the USPTO from 1976 to 2025 (through September). Annual grants increased more than five-fold, from approximately 70,000 in 1976 to 374,000 in 2024, as computing and electronics rose from 27% to 57% of utility patent grants.

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Visualizations
Figure 1

50 Years of US Patent Grants

Annual patent grants by type, 1976–2025. Utility patents account for over 90% of all grants.

Explore by Act

34 chapters across six thematic acts

Act 1

The System

How the patent landscape took shape · 7 chapters

01
Patent Count

Annual patent volume and grant pendency

Annual US patent grants (all types) increased more than five-fold from approximately 70,000 in 1976 to 374,000 in 2024, peaking at 393,000 (all types) in 2019. Average (mean) grant pendency peaked at 3.8 years in 2010 before moderating.

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02
Patent Quality

Claims, scope, citations, originality, and knowledge flow indicators

Average claims per patent doubled from 9.4 to a peak of 18.9 in 2005. Forward citations rose to a peak of 6.4 in 2019. System-wide originality rose from 0.09 to 0.25 (section-level averages reached 0.45–0.55 by the 2020s) while generality fell from 0.28 to 0.15.

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03
Patent Fields

Technology classes, field-level dynamics, and quality by technology area

CPC sections G and H gained 30 percentage points of share over five decades, rising from 27% to 57% of utility patent grants. The fastest digital technology classes grew by more than 1,000%. Patent grant concentration by assignee remains below conventional thresholds across CPC sections.

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04
Convergence

Cross-domain technology convergence

Multi-section patents rose from approximately 21% to 40% of utility patent grants by 2024. The G-H convergence pair rose from 12.5% to 37.5% of cross-section patents between 1976–1995 and 2011–2025 (through September).

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05
The Language of Innovation

Semantic analysis of 8.45 million patent abstracts

Computing and semiconductor topics grew from 12% to 33% of all patents from 1976 to 2025 (through September). Patent novelty (median entropy) rose 6.4% from 1.97 to 2.10, with an upward trend since the late 1980s.

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06
Patent Law & Policy

Legislation and jurisprudence shaping the patent system

The Alice decision (2014) curtailed software patent eligibility, while the AIA (2011) was the most significant reform since 1952. Twenty-one legislative and judicial events from 1980 to 2025 (through September) are associated with observable shifts in filing patterns within one to two years.

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07
Public Investment

Government funding and the Bayh-Dole Act

Government-funded patents rose from 1,294 in 1980 to 8,359 in 2019 after the Bayh-Dole Act. HHS/NIH leads with 55,587 patents, followed by Defense (43,736) and Energy (33,994).

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Act 2

The Organizations

Firms and institutions driving innovation · 5 chapters

08
Assignee Composition

Corporate, foreign, and country-level composition of patent assignees

Corporate assignees grew from 94% to 99% of US patent grants. Foreign assignees surpassed US-based assignees around 2007. Japan accounts for 1.44 million US patents by assignee country since 1976.

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09
Organizational Patent Count

Patent output rankings and trajectories of leading organizations

IBM leads with 161,888 cumulative grants. Samsung peaked at 9,716 annual grants in 2024. The top 100 organizations hold 31–39% of corporate patents.

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10
Organizational Patent Quality

Citation impact, blockbuster patents, and quality metrics across top filers

Amazon holds the highest blockbuster rate at 6.7%. Microsoft leads in average citations at 30.7. Citation half-lives range from 6.3 years (Huawei) to 14.3 years.

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11
Patent Portfolio

Diversification, competitive proximity, and portfolio transitions

50 companies (248 company-decade observations) cluster into 8 industry groups by patent portfolio similarity. Portfolio diversity rose across leading firms, with Mitsubishi Electric reaching a peak Shannon entropy of 7.1 across 287 CPC subclasses. 51 technology pivots detected across 20 companies, which can precede strategic shifts that later become publicly visible.

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12
Interactive Company Profiles

Unified patent histories, portfolios, quality trends, and strategy profiles

Interactive dashboards for each organization across five analytical dimensions: output trajectories, technology portfolios, citation quality, innovation strategy radar, and grant lag trends. Search and compare any assignee in the dataset.

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Act 3

The Inventors

Who invents and how they differ · 5 chapters

13
Top Inventors

Superstar concentration, prolific inventors, and citation impact

The top 5% of inventors (by cumulative output) accounted for 63.2% of annual patent grants in 2024. Their annual share rose from 26% in 1976 to 63% in 2024. The most prolific inventor holds 6,709 patents. Citation impact ranges from 10 to 965 average citations among top 100.

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14
Generalist vs. Specialist

Technology specialization patterns and quality differences

Specialist inventors rose from 20% to 48% of the inventor workforce. Generalists earn 9.3 forward citations per patent vs. 8.2 for specialists and score 0.212 on originality vs. 0.165.

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15
Serial Inventors vs. New Entrants

Career patterns, serial innovation, and inventor survival

Annual first-time inventor entries peaked at 140,490 in 2019. Only 37–51% of inventors survive past five career years. Productivity rises from 1.4 to 2.1 patents per year.

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16
Gender and Patenting

Gender composition and the gender innovation gap

Female inventor share rose from 2.8% in 1976 to 14.9% in 2025 (through September). All-male teams average 14.2 forward citations, mixed-gender teams 12.6, and all-female teams 9.5; these differences are substantially confounded by field composition. Gender is inferred from inventor names and limited to a binary classification. Among WIPO sectors, Chemistry leads cumulative female representation at 14.6%; among CPC sections, section C reaches 15.7%, with 23.4% in the most recent period.

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17
Team Size and Collaboration

The collaborative turn and team size effects on quality

Average patent team size increased from 1.7 to 3.2 inventors, while the solo-inventor share fell from 58% to 23% by 2025 (through September). In 2024, teams of 7+ average 16.7 claims per patent vs. 11.6 for solo inventors.

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Act 4

The Geography

Where innovation happens · 2 chapters

Act 5

The Mechanics

How knowledge flows through organizations, inventors, and places · 3 chapters

Act 6

Deep Dives

Established and emerging technology domains · 12 chapters

23
3D Printing & Additive Manufacturing

Layer-by-layer revolution in manufacturing

Top-four-firm concentration in 3D printing patents declined from 36% in 2005 to 11% by 2024. The decline coincided with the expiration of key FDM patents in 2009 and a subsequent increase in new entrants. Later entrants (2010s cohort) patent at 11.2 patents per year compared to 8.3 for 1990s entrants.

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24
Agricultural Technology

Innovation feeding a growing world

Agricultural technology patent velocity more than quadrupled from 7.4 patents per year (1970s entrants) to 32.9 (2000s entrants), coinciding with the precision agriculture revolution. Top-four concentration declined from 46.7% in 2014 to 32.8% by 2025 (through September).

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25
Artificial Intelligence

AI patenting from expert systems to deep learning

AI patent grants grew 5.7-fold from 5,201 in 2012 to 29,624 in 2023, reaching 9.4% of all utility patent grants. IBM leads with 16,781 AI patents, followed by Google (7,775) and Samsung (6,195).

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26
Autonomous Vehicles & Advanced Driver Assistance

The race toward self-driving transportation

Autonomous vehicle patent velocity rose from 15.9 patents per year (1990s entrants) to 28.6 (2010s entrants), a 1.8-fold increase. Subfield diversity reached near-maximum entropy of 0.97 by 2025 (through September). Toyota, Honda, Ford, and Waymo lead the field.

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27
Biotechnology & Gene Editing

Engineering life at the molecular level

Biotechnology achieved one of the lowest top-four concentrations among all advanced technology domains studied, declining from 13.5% in 2007 to 4.6% by 2025 (through September). Subfield diversity nearly tripled from 0.32 in 1976 to 0.94 by 2025 (through September), a pattern consistent with the sequential emergence of new subfields from recombinant DNA to CRISPR-Cas9.

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28
Blockchain & Decentralized Systems

Distributed trust in the digital economy

Blockchain patent grants peaked in 2022 and subsequently declined, exhibiting a pronounced boom-bust cycle. Top-four concentration rose to 26.3% during the 2018 boom before declining to 14.0% by 2024.

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29
Cybersecurity

Defending digital infrastructure through innovation

Cybersecurity top-four concentration declined from 32.4% in 1980 to 9.4% by 2025 (through September), consistent with broad-based entry across the field. Patent velocity reached 105.8 patents per year for 2010s entrants, a 1.4-fold increase over 1970s entrants. Network security surpassed cryptography as the dominant subfield around 2003.

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30
Digital Health & Medical Devices

Technology transforming healthcare delivery

Digital health patent velocity jumped 3.4-fold from 22.5 patents per year (1970s entrants) to 77.5 (2010s entrants). Philips (2,909 patents), Medtronic (2,302), and Intuitive Surgical (1,994) lead the field. Subfield diversity rose from 0.48 in 1976 to 0.92 by 2025 (through September).

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31
Green Innovation

Climate technology patents from niche to mainstream

Green patents show a 1.8-fold velocity increase from 1970s to 2000s entrants (68 to 122 patents per year). Battery and EV patents reached 7,363 and 5,818 grants respectively by 2024, surpassing renewable energy at 3,453. Samsung (13,771), Toyota (12,636), and GE (10,812) lead.

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32
Quantum Computing

From theoretical foundations to practical hardware

Quantum computing remains among the most concentrated advanced technology domains alongside agricultural technology and semiconductors, with the top four firms holding 28.4% of patents in 2025 (through September), down from 76.9% in 2003 — a pattern consistent with high hardware IP barriers to entry.

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33
Semiconductors

The silicon foundation of modern technology

Semiconductor patents exhibit rising concentration since 2010, with top-four-firm share increasing from 15.6% in 2010 to 32.6% in 2023 — the primary advanced technology domain showing sustained recent consolidation. Entry velocity plateaued at 197 patents per year for both 1990s and 2010s cohorts.

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34
Space Technology

Patenting the final frontier

Space technology top-four concentration fluctuated between 4.9% and 36.7%, a pattern consistent with the transition from government-dominated to commercial-driven innovation. Boeing, ViaSat, and Hughes Network Systems lead, with satellite communications now the dominant subfield.

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