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This report studies the Natural Language Understanding (NLU) market, covering market size for segment by type (Machine Translation, Information Extraction, etc.), by application (Healthcare, BFSI, etc.), by sales channel (Direct Channel, Distribution Channel), by player (3M, Amazon AWS, Averbis, Dolbey Systems, FuzzyWuzzy, etc.) and by region (North America, Europe, Asia-Pacific, South America and Middle East & Africa).
This report provides detailed historical analysis of global market for Natural Language Understanding (NLU) from 2016-2021, and provides extensive market forecasts from 2022-2030 by region/country and subsectors. It covers the sales/revenue/value, gross margin, historical growth and future perspectives in the Natural Language Understanding (NLU) market.
Moreover, the impact of COVID-19 is also concerned. Since outbreak in December 2019, the COVID-19 virus has spread to all around the world and caused huge losses of lives and economy, and the global manufacturing, tourism and financial markets have been hit hard, while the online market/industry increase. Fortunately, with the development of vaccine and other effort by global governments and organizations, the negative impact of COVID-19 is expected to subside and the global economy is expected to recover.
This research covers COVID-19 impacts on the upstream, midstream and downstream industries. Moreover, this research provides an in-depth market evaluation by highlighting information on various aspects covering market dynamics like drivers, barriers, opportunities, threats, and industry news & trends. In the end, this report also provides in-depth analysis and professional advices on how to face the post COIVD-19 period.
The research methodology used to estimate and forecast this market begins by capturing the revenues of the key players and their shares in the market. Various secondary sources such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, have been used to identify and collect information useful for this extensive commercial study of the market. Calculations based on this led to the overall market size. After arriving at the overall market size, the total market has been split into several segments and subsegments, which have then been verified through primary research by conducting extensive interviews with industry experts such as CEOs, VPs, directors, and executives. The data triangulation and market breakdown procedures have been employed to complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments.
Leading players of Natural Language Understanding (NLU) including:
3M
Amazon AWS
Averbis
Dolbey Systems
FuzzyWuzzy
Google
Health Fidelity
IBM
Kapiche
Linguamatics
MALLET
Microsoft
NLTK
Nuance Communications
openNLP
PyNLPl
SAS
spaCy
Stanford CoreNLP
Synthesys
Wordsmith
Market split by Type, can be divided into:
Machine Translation
Information Extraction
Automatic Summarization
Text and Voice Processing
Others
Market split by Application, can be divided into:
Healthcare
BFSI
Others
Market split by Sales Channel, can be divided into:
Direct Channel
Distribution Channel
Market segment by Region/Country including:
North America (United States, Canada and Mexico)
Europe (Germany, UK, France, Italy, Russia and Spain etc.)
Asia-Pacific (China, Japan, Korea, India, Australia and Southeast Asia etc.)
South America (Brazil, Argentina and Colombia etc.)
Middle East & Africa (South Africa, UAE and Saudi Arabia etc.)
If you have any special requirements, please let us know and we can provide you the customized report as you want.
Table of Contents
Chapter 1 Natural Language Understanding (NLU) Market Overview
1.1 Natural Language Understanding (NLU) Definition
1.2 Global Natural Language Understanding (NLU) Market Size Status and Outlook (2016-2030)
1.3 Global Natural Language Understanding (NLU) Market Size Comparison by Region (2016-2030)
1.4 Global Natural Language Understanding (NLU) Market Size Comparison by Type (2016-2030)
1.5 Global Natural Language Understanding (NLU) Market Size Comparison by Application (2016-2030)
1.6 Global Natural Language Understanding (NLU) Market Size Comparison by Sales Channel (2016-2030)
1.7 Natural Language Understanding (NLU) Market Dynamics (COVID-19 Impacts)
1.7.1 Market Drivers/Opportunities
1.7.2 Market Challenges/Risks
1.7.3 Market News (Mergers/Acquisitions/Expansion)
1.7.4 COVID-19 Impacts
1.7.5 Post-Strategies of COVID-19
Chapter 2 Natural Language Understanding (NLU) Market Segment Analysis by Player
2.1 Global Natural Language Understanding (NLU) Sales and Market Share by Player (2019-2021)
2.2 Global Natural Language Understanding (NLU) Revenue and Market Share by Player (2019-2021)
2.3 Global Natural Language Understanding (NLU) Average Price by Player (2019-2021)
2.4 Players Competition Situation & Trends
2.5 Conclusion of Segment by Player
Chapter 3 Natural Language Understanding (NLU) Market Segment Analysis by Type
3.1 Global Natural Language Understanding (NLU) Market by Type
3.1.1 Machine Translation
3.1.2 Information Extraction
3.1.3 Automatic Summarization
3.1.4 Text and Voice Processing
3.1.5 Others
3.2 Global Natural Language Understanding (NLU) Sales and Market Share by Type (2016-2021)
3.3 Global Natural Language Understanding (NLU) Revenue and Market Share by Type (2016-2021)
3.4 Global Natural Language Understanding (NLU) Average Price by Type (2016-2021)
3.5 Leading Players of Natural Language Understanding (NLU) by Type in 2021
3.6 Conclusion of Segment by Type
Chapter 4 Natural Language Understanding (NLU) Market Segment Analysis by Application
4.1 Global Natural Language Understanding (NLU) Market by Application
4.1.1 Healthcare
4.1.2 BFSI
4.1.3 Others
4.2 Global Natural Language Understanding (NLU) Revenue and Market Share by Application (2016-2021)
4.3 Leading Consumers of Natural Language Understanding (NLU) by Application in 2021
4.4 Conclusion of Segment by Application
Chapter 5 Natural Language Understanding (NLU) Market Segment Analysis by Sales Channel
5.1 Global Natural Language Understanding (NLU) Market by Sales Channel
5.1.1 Direct Channel
5.1.2 Distribution Channel
5.2 Global Natural Language Understanding (NLU) Revenue and Market Share by Sales Channel (2016-2021)
5.3 Leading Distributors/Dealers of Natural Language Understanding (NLU) by Sales Channel in 2021
5.4 Conclusion of Segment by Sales Channel
Chapter 6 Natural Language Understanding (NLU) Market Segment Analysis by Region
6.1 Global Natural Language Understanding (NLU) Market Size and CAGR by Region (2016-2030)
6.2 Global Natural Language Understanding (NLU) Sales and Market Share by Region (2016-2021)
6.3 Global Natural Language Understanding (NLU) Revenue and Market Share by Region (2016-2021)
6.4 North America
6.4.1 North America Market by Country
6.4.2 North America Natural Language Understanding (NLU) Market Share by Type
6.4.3 North America Natural Language Understanding (NLU) Market Share by Application
6.4.4 United States
6.4.5 Canada
6.4.6 Mexico
6.5 Europe
6.5.1 Europe Market by Country
6.5.2 Europe Natural Language Understanding (NLU) Market Share by Type
6.5.3 Europe Natural Language Understanding (NLU) Market Share by Application
6.5.4 Germany
6.5.5 UK
6.5.6 France
6.5.7 Italy
6.5.8 Russia
6.5.9 Spain
6.6 Asia-Pacific
6.6.1 Asia-Pacific Market by Country
6.6.2 Asia-Pacific Natural Language Understanding (NLU) Market Share by Type
6.6.3 Asia-Pacific Natural Language Understanding (NLU) Market Share by Application
6.6.4 China
6.6.5 Japan
6.6.6 Korea
6.6.7 India
6.6.8 Southeast Asia
6.6.9 Australia
6.7 South America
6.7.1 South America Market by Country
6.7.2 South America Natural Language Understanding (NLU) Market Share by Type
6.7.3 South America Natural Language Understanding (NLU) Market Share by Application
6.7.4 Brazil
6.7.5 Argentina
6.7.6 Colombia
6.8 Middle East & Africa
6.8.1 Middle East & Africa Market by Country
6.8.2 Middle East & Africa Natural Language Understanding (NLU) Market Share by Type
6.8.3 Middle East & Africa Natural Language Understanding (NLU) Market Share by Application
6.8.4 UAE
6.8.5 Saudi Arabia
6.8.6 South Africa
6.9 Conclusion of Segment by Region
Chapter 7 Profile of Leading Natural Language Understanding (NLU) Players
7.1 3M
7.1.1 Company Snapshot
7.1.2 Product/Service Offered
7.1.3 Business Performance (Sales, Price, Revenue, Gross Margin and Market Share)
7.2 Amazon AWS
7.3 Averbis
7.4 Dolbey Systems
7.5 FuzzyWuzzy
7.6 Google
7.7 Health Fidelity
7.8 IBM
7.9 Kapiche
7.10 Linguamatics
7.11 MALLET
7.12 Microsoft
7.13 NLTK
7.14 Nuance Communications
7.15 openNLP
7.16 PyNLPl
7.17 SAS
7.18 spaCy
7.19 Stanford CoreNLP
7.20 Synthesys
7.21 Wordsmith
Chapter 8 Upstream and Downstream Analysis of Natural Language Understanding (NLU)
8.1 Industrial Chain of Natural Language Understanding (NLU)
8.2 Upstream of Natural Language Understanding (NLU)
8.3 Downstream of Natural Language Understanding (NLU)
Chapter 9 Development Trend of Natural Language Understanding (NLU) (2022-2030)
9.1 Global Natural Language Understanding (NLU) Market Size (Sales and Revenue) Forecast (2022-2030)
9.2 Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Region (2022-2030)
9.3 Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Type (2022-2030)
9.4 Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Application (2022-2030)
9.5 Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Sales Channel (2022-2030)
Chapter 10 Appendix
10.1 Research Methodology
10.2 Data Sources
10.3 Disclaimer
10.4 Analysts Certification
List of Tables and Figures
Figure Natural Language Understanding (NLU) Example
Figure Global Natural Language Understanding (NLU) Revenue (Million $) Status and Outlook (2016-2030)
Figure Global Natural Language Understanding (NLU) Revenue (Million $) Comparison by Region (2016-2030)
Figure Global Natural Language Understanding (NLU) Revenue (Million $) Comparison by Type (2016-2030)
Figure Global Natural Language Understanding (NLU) Revenue (Million $) Comparison by Application (2016-2030)
Figure Global Natural Language Understanding (NLU) Revenue (Million $) Comparison by Sales Channel (2016-2030)
Table Global Natural Language Understanding (NLU) Sales by Player (2019-2021)
Table Global Natural Language Understanding (NLU) Sales Market Share by Player (2019-2021)
Figure Global Natural Language Understanding (NLU) Sales Market Share by Player in 2021
Table Global Natural Language Understanding (NLU) Revenue (Million $) by Player (2019-2021)
Table Global Natural Language Understanding (NLU) Revenue Market Share by Player (2019-2021)
Figure Global Natural Language Understanding (NLU) Revenue Market Share by Player in 2021
Table Global Natural Language Understanding (NLU) Average Price by Player (2019-2021)
Figure Global Natural Language Understanding (NLU) Average Price by Player in 2021
Figure Global Natural Language Understanding (NLU) Players Competition Situation Top 5 Players Revenue Market Share in 2019
Figure Global Natural Language Understanding (NLU) Players Competition Trends Top 5 Players Revenue Market Share in 2021
Figure Example of Machine Translation
Figure Global Machine Translation Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Information Extraction
Figure Global Information Extraction Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Automatic Summarization
Figure Global Automatic Summarization Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Text and Voice Processing
Figure Global Text and Voice Processing Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Others
Figure Global Others Revenue (Million $) and Growth Rate (2016-2021)
Table Global Natural Language Understanding (NLU) Sales by Type (2016-2021)
Table Global Natural Language Understanding (NLU) Sales Market Share by Type (2016-2021)
Figure Global Natural Language Understanding (NLU) Sales Market Share by Type in 2021
Table Global Natural Language Understanding (NLU) Revenue (Million $) by Type (2016-2021)
Table Global Natural Language Understanding (NLU) Revenue Market Share by Type (2016-2021)
Figure Global Natural Language Understanding (NLU) Revenue Market Share by Type in 2021
Table Global Natural Language Understanding (NLU) Average Price by Type (2016-2021)
Figure Global Natural Language Understanding (NLU) Average Price by Type in 2021
Table Leading Players of Natural Language Understanding (NLU) by Type in 2021
Figure Example of Healthcare
Figure Global Natural Language Understanding (NLU) for Healthcare Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of BFSI
Figure Global Natural Language Understanding (NLU) for BFSI Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Others
Figure Global Natural Language Understanding (NLU) for Others Revenue (Million $) and Growth Rate (2016-2021)
Table Global Natural Language Understanding (NLU) Sales by Application (2016-2021)
Table Global Natural Language Understanding (NLU) Sales Market Share by Application (2016-2021)
Figure Global Natural Language Understanding (NLU) Sales Market Share by Application in 2021
Table Leading Consumers of Natural Language Understanding (NLU) by Application in 2021
Figure Example of Direct Channel
Figure Global Natural Language Understanding (NLU) for Direct Channel Revenue (Million $) and Growth Rate (2016-2021)
Figure Example of Distribution Channel
Figure Global Natural Language Understanding (NLU) for Distribution Channel Revenue (Million $) and Growth Rate (2016-2021)
Table Global Natural Language Understanding (NLU) Revenue by Sales Channel (2016-2021)
Table Global Natural Language Understanding (NLU) Revenue Market Share by Sales Channel (2016-2021)
Figure Global Natural Language Understanding (NLU) Revenue Market Share by Sales Channel in 2021
Table Leading Distributors/Dealers of Natural Language Understanding (NLU) by Sales Channel in 2021
Table Global Natural Language Understanding (NLU) Market Size and CAGR by Region (2016-2030)
Table Global Natural Language Understanding (NLU) Sales by Region (2016-2021)
Table Global Natural Language Understanding (NLU) Sales Market Share by Region (2016-2021)
Figure Global Natural Language Understanding (NLU) Sales Market Share by Region in 2021
Table Global Natural Language Understanding (NLU) Revenue (Million $) by Region (2016-2021)
Table Global Natural Language Understanding (NLU) Revenue Market Share by Region (2016-2021)
Figure Global Natural Language Understanding (NLU) Revenue Market Share by Region in 2021
Table North America Natural Language Understanding (NLU) Sales by Country (2016-2021)
Figure North America Natural Language Understanding (NLU) Sales Market Share by Country (2016-2021)
Table North America Natural Language Understanding (NLU) Revenue by Country (2016-2021)
Figure North America Natural Language Understanding (NLU) Revenue Market Share by Country (2016-2021)
Figure North America Natural Language Understanding (NLU) Market Share by Type in 2021
Figure North America Natural Language Understanding (NLU) Market Share by Application in 2021
Figure United States Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure United States Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Canada Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Canada Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Mexico Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Mexico Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Table Europe Natural Language Understanding (NLU) Sales by Country (2016-2021)
Figure Europe Natural Language Understanding (NLU) Sales Market Share by Country (2016-2021)
Table Europe Natural Language Understanding (NLU) Revenue by Country (2016-2021)
Figure Europe Natural Language Understanding (NLU) Revenue Market Share by Country (2016-2021)
Figure Europe Natural Language Understanding (NLU) Market Share by Type in 2021
Figure Europe Natural Language Understanding (NLU) Market Share by Application in 2021
Figure Germany Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Germany Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure UK Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure UK Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure France Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure France Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Italy Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Italy Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Russia Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Russia Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Spain Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Spain Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Table Asia-Pacific Natural Language Understanding (NLU) Sales by Country (2016-2021)
Figure Asia-Pacific Natural Language Understanding (NLU) Sales Market Share by Country (2016-2021)
Table Asia-Pacific Natural Language Understanding (NLU) Revenue by Country (2016-2021)
Figure Asia-Pacific Natural Language Understanding (NLU) Revenue Market Share by Country (2016-2021)
Figure Asia-Pacific Natural Language Understanding (NLU) Market Share by Type in 2021
Figure Asia-Pacific Natural Language Understanding (NLU) Market Share by Application in 2021
Figure China Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure China Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Japan Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Japan Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Korea Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Korea Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure India Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure India Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Southeast Asia Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Southeast Asia Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Australia Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Australia Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Table South America Natural Language Understanding (NLU) Sales by Country (2016-2021)
Figure South America Natural Language Understanding (NLU) Sales Market Share by Country (2016-2021)
Table South America Natural Language Understanding (NLU) Revenue by Country (2016-2021)
Figure South America Natural Language Understanding (NLU) Revenue Market Share by Country (2016-2021)
Figure South America Natural Language Understanding (NLU) Market Share by Type in 2021
Figure South America Natural Language Understanding (NLU) Market Share by Application in 2021
Figure Brazil Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Brazil Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Argentina Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Argentina Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Colombia Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Colombia Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Table Middle East & Africa Natural Language Understanding (NLU) Sales by Country (2016-2021)
Figure Middle East & Africa Natural Language Understanding (NLU) Sales Market Share by Country (2016-2021)
Table Middle East & Africa Natural Language Understanding (NLU) Revenue by Country (2016-2021)
Figure Middle East & Africa Natural Language Understanding (NLU) Revenue Market Share by Country (2016-2021)
Figure Middle East & Africa Natural Language Understanding (NLU) Market Share by Type in 2021
Figure Middle East & Africa Natural Language Understanding (NLU) Market Share by Application in 2021
Figure UAE Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure UAE Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure Saudi Arabia Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure Saudi Arabia Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Figure South Africa Natural Language Understanding (NLU) Sales and Growth Rate (2016-2021)
Figure South Africa Natural Language Understanding (NLU) Revenue (Million $) and Growth Rate (2016-2021)
Table Company Snapshot of 3M
Table Natural Language Understanding (NLU) Introduction of 3M
Table Natural Language Understanding (NLU) Sales, Price, Revenue, Gross Margin and Market Share of 3M (2019-2021)
Table Industrial Chain of Natural Language Understanding (NLU)
Table Manufacturing Cost Structure of Natural Language Understanding (NLU)
Table General Manufacturing Process of Natural Language Understanding (NLU)
Table Leading Distributors/Dealers of Natural Language Understanding (NLU)
Table Leading Consumers of Natural Language Understanding (NLU)
Figure Global Natural Language Understanding (NLU) Sales and Growth Rate Forecast (2022-2030)
Figure Global Natural Language Understanding (NLU) Revenue and Growth Rate Forecast (2022-2030)
Table Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Region (2022-2030)
Table Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Type (2022-2030)
Table Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Application (2022-2030)
Table Global Natural Language Understanding (NLU) Market Size and CAGR Forecast by Sales Channel (2022-2030)
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