Natural Language Processing Market Size, Share & Trends Analysis Report By Component, By Deployment Model, By Enterprise Size, By Type, By Application, By End-use, By Region, And Segment Forecasts, 2023 - 2030
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Natural Language Processing Market Growth & Trends
The global natural language processing market size is estimated to reach USD 439.85 billion by 2030, expanding at a CAGR of 40.4% from 2023 to 2030, according to a new study by Grand View Research, Inc. Machine learning is predicted to play a critical role in natural language processing (NLP) techniques, mostly in text analytics, as AI advances. In the future, unsupervised and supervised learning will enable machine-learning engines to undertake more in-depth assessments. According to their ongoing evolution, social media platforms are expected to play a superior role in business decisions. A company, for instance, can rely on several NLP tools to track customer evaluations, feedback, and comments about their business on social media platforms and in the news around the time of a quarterly report.
Factors such as increased usage of smart devices to facilitate smart environments boost market growth. Additionally, the demand for NLP technologies is expanding owing to the rising demand for sophisticated text analytics and increasing internet and connected device usage. In addition, NLP-based apps are increasingly being used across industries to enhance customer experience. Additional profitable market expansion potentials are anticipated due to rising healthcare sector investments. However, constraints in the development of NLP technology utilizing neural networks and complexity associated with the use of code-mixed language during the implementation of NLP solutions constrain the use of cloud-based services, which can create hindrances for market growth.
Companies with huge amounts of spoken or unstructured text data can effectively discover, collect, and analyze dark data issues to the growing pragmatic application of NLP. The usage of NLP is anticipated to increase in areas like semantic search and intelligent chatbots that need to comprehend user intent. The abundance of natural language technologies is expected to endure to shape the communication capability of cognitive computing and the expanding utilization of deep learning and unsupervised and supervised machine learning. Intelligent data for businesses to develop plans, NLP is essential for tracking and monitoring market intelligence reports.
Natural language processing is gaining popularity in the healthcare sector due to the search, analysis, and understanding of massive volumes of patient data. Machine learning in healthcare and NLP technology services can extract pertinent concepts and insights from data previously thought to be buried in text form using advanced medical algorithms. In healthcare media, NLP can effectively give voice to unstructured data, providing great insight into understanding quality, enhancing processes, and increasing patient outcomes. For Instance, In July 2022, Google released a free tool called AutoML Entity Extraction for Healthcare, which is also low-code for healthcare professionals with limited coding expertise. Moreover, it is used to develop Healthcare Natural Language models customized to derive more specific information from medical data, which helps understand more essential details in medical records.
North America is one of the most important marketplaces for natural language processing owing to the early adoption of advanced technologies in the countries from the region. The U.S. has an advantage in innovation because it is home to the majority of the key vendors in the industry. Additionally, the regional governments are promoting AI, ML, and NLP technologies, creating a favorable environment for market vendors to increase their presence in the region.
Natural Language Processing Market Report Highlights
Natural Language Processing Market Growth & Trends
The global natural language processing market size is estimated to reach USD 439.85 billion by 2030, expanding at a CAGR of 40.4% from 2023 to 2030, according to a new study by Grand View Research, Inc. Machine learning is predicted to play a critical role in natural language processing (NLP) techniques, mostly in text analytics, as AI advances. In the future, unsupervised and supervised learning will enable machine-learning engines to undertake more in-depth assessments. According to their ongoing evolution, social media platforms are expected to play a superior role in business decisions. A company, for instance, can rely on several NLP tools to track customer evaluations, feedback, and comments about their business on social media platforms and in the news around the time of a quarterly report.
Factors such as increased usage of smart devices to facilitate smart environments boost market growth. Additionally, the demand for NLP technologies is expanding owing to the rising demand for sophisticated text analytics and increasing internet and connected device usage. In addition, NLP-based apps are increasingly being used across industries to enhance customer experience. Additional profitable market expansion potentials are anticipated due to rising healthcare sector investments. However, constraints in the development of NLP technology utilizing neural networks and complexity associated with the use of code-mixed language during the implementation of NLP solutions constrain the use of cloud-based services, which can create hindrances for market growth.
Companies with huge amounts of spoken or unstructured text data can effectively discover, collect, and analyze dark data issues to the growing pragmatic application of NLP. The usage of NLP is anticipated to increase in areas like semantic search and intelligent chatbots that need to comprehend user intent. The abundance of natural language technologies is expected to endure to shape the communication capability of cognitive computing and the expanding utilization of deep learning and unsupervised and supervised machine learning. Intelligent data for businesses to develop plans, NLP is essential for tracking and monitoring market intelligence reports.
Natural language processing is gaining popularity in the healthcare sector due to the search, analysis, and understanding of massive volumes of patient data. Machine learning in healthcare and NLP technology services can extract pertinent concepts and insights from data previously thought to be buried in text form using advanced medical algorithms. In healthcare media, NLP can effectively give voice to unstructured data, providing great insight into understanding quality, enhancing processes, and increasing patient outcomes. For Instance, In July 2022, Google released a free tool called AutoML Entity Extraction for Healthcare, which is also low-code for healthcare professionals with limited coding expertise. Moreover, it is used to develop Healthcare Natural Language models customized to derive more specific information from medical data, which helps understand more essential details in medical records.
North America is one of the most important marketplaces for natural language processing owing to the early adoption of advanced technologies in the countries from the region. The U.S. has an advantage in innovation because it is home to the majority of the key vendors in the industry. Additionally, the regional governments are promoting AI, ML, and NLP technologies, creating a favorable environment for market vendors to increase their presence in the region.
Natural Language Processing Market Report Highlights
- The healthcare segment appeared as the largest segment in the terms of revenue share throughout the forecast period. However, the IT & Telecommunication segment is projected to expand with the highest growth rate
- Data extraction emerged as the largest segment in 2022 and is projected to generate revenue of over USD 77.00 billion by 2030
- Asia Pacific is projected to witness the highest CAGR of 42.7% and is estimated to reach USD 115.24 billion by 2030. The NLP market is projected to expand with rising demand for better customer experiences, growing smart device usage, and expanding application options
CHAPTER 1 METHODOLOGY AND SCOPE
1.1 Information Procurement and Research Scope
1.2 Information Analysis
1.3 Market Formulation & Data Visualization
1.4 Market Scope and Assumptions
1.4.1 Secondary Sources
1.4.2 Primary Sources
CHAPTER 2 EXECUTIVE SUMMARY
2.1 Market Outlook
2.2 Global
2.2.1 Natural Language Processing Market, 2017 - 2030
2.2.2 Natural Language Processing Market, by Region, 2017 - 2030
2.2.3 Natural Language Processing Market, by Component, 2017 - 2030
2.2.4 Natural Language Processing Market, by Deployment, 2017 - 2030
2.2.5 Natural Language Processing Market, by Enterprise Size, 2017 - 2030
2.2.6 Natural Language Processing Market, by Type, 2017 - 2030
2.2.7 Natural Language Processing Market, by Application, 2017 - 2030
2.2.8 Natural Language Processing Market, by End-use, 2017 - 2030
2.3 Segmental Trends
CHAPTER 3 NATURAL LANGUAGE PROCESSING MARKET VARIABLES, TRENDS & SCOPE
3.1 Market Segmentation & Scope
3.2 Natural Language Processing- Value Chain Analysis
3.3 Market Dynamics
3.3.1 Market Drivers
3.3.1.1 Increasing adoption of a cloud-based solution
3.3.1.2 Emerging demand for cloud-based solution
3.3.1.3 Increasing demand for text-based analytics
3.3.2 Market Restraints
3.3.2.1 Limitations in the development of NLP technology
3.4 Industry Analysis - Porter’s
3.4.1 Supplier Power
3.4.2 Buyer Power
3.4.3 Substitution Threat
3.4.4 Threat From New Entrant
3.4.5 Competitive Rivalry
3.5 Key Opportunities - Prioritized
3.6 Natural Language Processing- PEST Analysis
3.6.1 Political
3.6.2 Economic
3.6.3 Social
3.6.4 Technological
CHAPTER 4 NATURAL LANGUAGE PROCESSING MARKET: COMPONENT OUTLOOK
4.1 Natural Language Processing Market Share by Component, 2021 & 2030
4.2 Solution
4.2.1 Solution Natural Language Processing Market, by Region, 2017 - 2030
4.3 Services
4.3.1 Services Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 5 NATURAL LANGUAGE PROCESSING MARKET: DEPLOYMENT OUTLOOK
5.1 Natural Language Processing Market Share by Deployment, 2021 & 2030
5.2 Cloud
5.2.1 Cloud Natural Language Processing Market, by Region, 2017 - 2030
5.3 On-Premise
5.3.1 On-Premise Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 6 NATURAL LANGUAGE PROCESSING MARKET: ENTERPRISE SIZE OUTLOOK
6.1 Natural Language Processing Market Share by Enterprise Size, 2021 & 2030
6.2 Large Enterprises
6.2.1 Large Enterprises Natural Language Processing Market, by Region, 2017 - 2030
6.3 Small and Medium Enterprises
6.3.1 Small and Medium Enterprises Market, by Region, 2017 - 2030
CHAPTER 7 NATURAL LANGUAGE PROCESSING MARKET: TYPE OUTLOOK
7.1 Natural Language Processing Market Share by Type, 2021 & 2030
7.2 Statistical NLP
7.2.1 Statistical NLP Market, by Region, 2017 - 2030
7.3 Rule-Based NLP
7.3.1 Rule-Based NLP Natural Language Processing Market, by Region, 2017 - 2030
7.4 Hybrid NLP
7.4.1 Hybrid NLP Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 8 NATURAL LANGUAGE PROCESSING MARKET: APPLICATION OUTLOOK
8.1 Natural Language Processing Market Share by Application, 2021 & 2030
8.2 Sentiment Analysis
8.2.1 Sentiment Analysis Market, by Region, 2017 - 2030
8.3 Data Extraction
8.3.1 Data Extraction Market, by Region, 2017 - 2030
8.4 Risk & Threat Detection
8.4.1 Risk & Threat Detection Market, by Region, 2017 - 2030
8.5 Automatic Summarization
8.5.1 Automatic Summarization Market, by Region, 2017 - 2030
8.6 Content Management
8.6.1 Content Management Market, by Region, 2017 - 2030
8.7 Language Scoring
8.7.1 Language Scoring Market, by Region, 2017 - 2030
8.8 Others
8.8.1 Others Market, by Region, 2017 - 2030
CHAPTER 9 NATURAL LANGUAGE PROCESSING: END-USE OUTLOOK
9.1 Natural Language Processing Market Share by End-use, 2021 & 2030
9.2 BFSI
9.2.1 BFSI Natural Language Processing Market, by Region, 2017 - 2030
9.3 IT & Telecommunication
9.3.1 IT & Telecommunication Natural Language Processing Market, by Region, 2017 - 2030
9.4 Healthcare
9.4.1 Healthcare Natural Language Processing Market, by Region, 2017 - 2030
9.5 Education
9.5.1 Education Natural Language Processing Market, by Region, 2017 - 2030
9.6 Media & Entertainment
9.6.1 Media & Entertainment Natural Language Processing Market, by Region, 2017 - 2030
9.7 Retail & E-commerce
9.7.1 Retail & E-commerce Natural Language Processing Market, by Region, 2017 - 2030
9.8 Others
9.8.1 Others Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 10 NATURAL LANGUAGE PROCESSING: REGIONAL OUTLOOK
10.1 North America
10.1.1 North America Natural Language Processing Market, by Component, 2017 - 2030
10.1.2 North America Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.3 North America Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.4 North America Natural Language Processing Market, by Type, 2017 - 2030
10.1.5 North America Natural Language Processing Market, by Application, 2017 - 2030
10.1.6 North America Natural Language Processing Market, by End-use, 2017 - 2030
10.1.7 U.S.
10.1.7.1 U.S. Natural Language Processing Market, by Component, 2017 - 2030
10.1.7.2 U.S. Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.7.3 U.S. Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.7.4 U.S. Natural Language Processing Market, by Type, 2017 - 2030
10.1.7.5 U.S. Natural Language Processing Market, by Application, 2017 - 2030
10.1.7.6 U.S. Natural Language Processing Market, by End-use, 2017 - 2030
10.1.8 Canada
10.1.8.1 Canada Natural Language Processing Market, by Component, 2017 - 2030
10.1.8.2 Canada Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.8.3 Canada Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.8.4 Canada Natural Language Processing Market, by Type, 2017 - 2030
10.1.8.5 Canada Natural Language Processing Market, by Application, 2017 - 2030
10.1.8.4 Canada Natural Language Processing Market, by End-use, 2017 - 2030
10.1.9 Mexico
10.1.9.1 Mexico Natural Language Processing Market, by Component, 2017 - 2030
10.1.9.2 Mexico Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.9.3 Mexico Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.9.4 Mexico Natural Language Processing Market, by Type, 2017 - 2030
10.1.9.5 Mexico Natural Language Processing Market, by Application, 2017 - 2030
10.1.9.6 Mexico Natural Language Processing Market, by End-use, 2017 - 2030
10.2 Europe
10.2.1 Europe Natural Language Processing Market, by Component, 2017 - 2030
10.2.2 Europe Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.3 Europe Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.4 Europe Natural Language Processing Market, by Type, 2017 - 2030
10.2.5 Europe Natural Language Processing Market, by Application, 2017 - 2030
10.2.6 Europe Natural Language Processing Market, by End-use, 2017 - 2030
10.2.7 Germany
10.2.7.1 Germany Natural Language Processing Market, by Component, 2017 - 2030
10.2.7.2 Germany Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.7.3 Germany Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.7.4 Germany Natural Language Processing Market, by Type, 2017 - 2030
10.2.7.5 Germany Natural Language Processing Market, by Application, 2017 - 2030
10.2.7.6 Germany Natural Language Processing Market, by End-use, 2017 - 2030
10.2.8 U.K.
10.2.8.1 U.K. Natural Language Processing Market, by Component, 2017 - 2030
10.2.8.2 U.K. Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.8.3 U.K. Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.8.4 U.K. Natural Language Processing Market, by Type, 2017 - 2030
10.2.8.5 U.K. Natural Language Processing Market, by Application, 2017 - 2030
10.2.8.6 U.K. Natural Language Processing Market, by End-use, 2017 - 2030
10.2.9 France
10.2.9.1 France Natural Language Processing Market, by Component, 2017 - 2030
10.2.9.2 France Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.9.3 France Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.9.4 France Natural Language Processing Market, by Type, 2017 - 2030
10.2.9.5 France Natural Language Processing Market, by Application, 2017 - 2030
10.2.9.6 France Natural Language Processing Market, by End-use, 2017 - 2030
10.3 Asia Pacific
10.3.1 Asia Pacific Natural Language Processing Market, by Component, 2017 - 2030
10.3.2 Asia Pacific Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.3 Asia Pacific Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.4 Asia Pacific Natural Language Processing Market, by Type, 2017 - 2030
10.3.5 Asia Pacific Natural Language Processing Market, by Application, 2017 - 2030
10.3.6 Asia Pacific Natural Language Processing Market, by End-use, 2017 - 2030
10.3.7 China
10.3.7.1 China Natural Language Processing Market, by Component, 2017 - 2030
10.3.7.2 China Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.7.3 China Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.7.4 China Natural Language Processing Market, by Type, 2017 - 2030
10.3.7.5 China Natural Language Processing Market, by Application, 2017 - 2030
10.3.7.6 China Natural Language Processing Market, by End-use, 2017 - 2030
10.3.8 Japan
10.3.8.1 Japan Natural Language Processing Market, by Component, 2017 - 2030
10.3.8.2 Japan Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.8.3 Japan Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.8.4 Japan Natural Language Processing Market, by Type, 2017 - 2030
10.3.8.5 Japan Natural Language Processing Market, by Application, 2017 - 2030
10.3.8.6 Japan Natural Language Processing Market, by End-use, 2017 - 2030
10.3.9 India
10.3.9.1 India Natural Language Processing Market, by Component, 2017 - 2030
10.3.9.2 India Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.9.3 India Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.9.4 India Natural Language Processing Market, by Type, 2017 - 2030
10.3.9.5 India Natural Language Processing Market, by Application, 2017 - 2030
10.3.9.6 India Natural Language Processing Market, by End-use, 2017 - 2030
10.4 South America
10.4.1 South America Natural Language Processing Market, by Component, 2017 - 2030
10.4.2 South America Natural Language Processing Market, by Deployment, 2017 - 2030
10.4.3 South America Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.4.4 South America Natural Language Processing Market, by Type, 2017 - 2030
10.4.5 South America Natural Language Processing Market, by Application, 2017 - 2030
10.4.6 South America Natural Language Processing Market, by End-use, 2017 - 2030
10.4.7 Brazil
10.4.7.1 Brazil Natural Language Processing Market, by Component, 2017 - 2030
10.4.7.2 Brazil Natural Language Processing Market, by Deployment, 2017 - 2030
10.4.7.3 Brazil Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.4.7.4 Brazil Natural Language Processing Market, by Type, 2017 - 2030
10.4.7.5 Brazil Natural Language Processing Market, by Application, 2017 - 2030
10.4.7.6 Brazil Natural Language Processing Market, by End-use, 2017 - 2030
10.5 MEA
10.5.1 MEA Natural Language Processing Market, by Component, 2017 - 2030
10.5.2 MEA Natural Language Processing Market, by Deployment, 2017 - 2030
10.5.3 MEA Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.5.4 MEA Natural Language Processing Market, by Type, 2017 - 2030
10.5.5 MEA Natural Language Processing Market, by Application, 2017 - 2030
10.5.6 MEA Natural Language Processing Market, by End-use, 2017 - 2030
CHAPTER 11 COMPETITIVE LANDSCAPE
11.1 3M
11.1.1 Company Overview
11.1.2 Financial Performance
11.1.3 Product Benchmarking
11.1.4 Recent Developments
11.2 Apple Inc.
11.2.1 Company Overview
11.2.2 Financial Performance
11.2.3 Product Benchmarking
11.2.4 Recent Developments
11.3 Amazon Web Services, Inc.
11.3.1 Company Overview
11.3.2 Financial Performance
11.3.3 Product Benchmarking
11.3.4 Recent Developments
11.4 Baidu Inc.
11.4.1 Company Overview
11.4.2 Financial Performance
11.4.3 Product Benchmarking
11.4.4 Recent Developments
11.5 Crayon Data
11.5.1 Company Overview
11.5.2 Financial Performance
11.5.3 Product Benchmarking
11.5.4 Recent Developments
11.6 Google LLC
11.6.1 Company Overview
11.6.2 Financial Performance
11.6.3 Product Benchmarking
11.6.4 Recent Developments
11.7 Health Fidelity
11.7.1 Company Overview
11.7.2 Financial Performance
11.7.3 Product Benchmarking
11.7.4 Recent Developments
11.8 IBM Corporation
11.8.1 Company Overview
11.8.2 Financial Performance
11.8.3 Product Benchmarking
11.8.4 Recent Developments
11.9 Inbenta
11.9.1 Company Overview
11.9.2 Product Benchmarking
11.9.3 Recent Developments
11.10 IQVIA
11.10.1 Company Overview
11.10.2 Product Benchmarking
11.10.3 Recent Developments
11.11 Meta Platforms Inc.
11.11.1 Company Overview
11.11.2 Financial Performance
11.11.3 Product Benchmarking
11.11.4 Recent Developments
11.12 Microsoft Corporation
11.12.1 Company Overview
11.12.2 Financial Performance
11.12.3 Product Benchmarking
11.12.4 Recent Developments
11.13 Oracle Inc.
11.13.1 Company Overview
11.13.2 Financial Performance
11.13.3 Product Benchmarking
11.13.4 Recent Developments
11.14 SAS Institute Inc.
11.14.1 Company Overview
11.14.2 Financial Performance
11.14.3 Product Benchmarking
11.14.4 Recent Developments
1.1 Information Procurement and Research Scope
1.2 Information Analysis
1.3 Market Formulation & Data Visualization
1.4 Market Scope and Assumptions
1.4.1 Secondary Sources
1.4.2 Primary Sources
CHAPTER 2 EXECUTIVE SUMMARY
2.1 Market Outlook
2.2 Global
2.2.1 Natural Language Processing Market, 2017 - 2030
2.2.2 Natural Language Processing Market, by Region, 2017 - 2030
2.2.3 Natural Language Processing Market, by Component, 2017 - 2030
2.2.4 Natural Language Processing Market, by Deployment, 2017 - 2030
2.2.5 Natural Language Processing Market, by Enterprise Size, 2017 - 2030
2.2.6 Natural Language Processing Market, by Type, 2017 - 2030
2.2.7 Natural Language Processing Market, by Application, 2017 - 2030
2.2.8 Natural Language Processing Market, by End-use, 2017 - 2030
2.3 Segmental Trends
CHAPTER 3 NATURAL LANGUAGE PROCESSING MARKET VARIABLES, TRENDS & SCOPE
3.1 Market Segmentation & Scope
3.2 Natural Language Processing- Value Chain Analysis
3.3 Market Dynamics
3.3.1 Market Drivers
3.3.1.1 Increasing adoption of a cloud-based solution
3.3.1.2 Emerging demand for cloud-based solution
3.3.1.3 Increasing demand for text-based analytics
3.3.2 Market Restraints
3.3.2.1 Limitations in the development of NLP technology
3.4 Industry Analysis - Porter’s
3.4.1 Supplier Power
3.4.2 Buyer Power
3.4.3 Substitution Threat
3.4.4 Threat From New Entrant
3.4.5 Competitive Rivalry
3.5 Key Opportunities - Prioritized
3.6 Natural Language Processing- PEST Analysis
3.6.1 Political
3.6.2 Economic
3.6.3 Social
3.6.4 Technological
CHAPTER 4 NATURAL LANGUAGE PROCESSING MARKET: COMPONENT OUTLOOK
4.1 Natural Language Processing Market Share by Component, 2021 & 2030
4.2 Solution
4.2.1 Solution Natural Language Processing Market, by Region, 2017 - 2030
4.3 Services
4.3.1 Services Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 5 NATURAL LANGUAGE PROCESSING MARKET: DEPLOYMENT OUTLOOK
5.1 Natural Language Processing Market Share by Deployment, 2021 & 2030
5.2 Cloud
5.2.1 Cloud Natural Language Processing Market, by Region, 2017 - 2030
5.3 On-Premise
5.3.1 On-Premise Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 6 NATURAL LANGUAGE PROCESSING MARKET: ENTERPRISE SIZE OUTLOOK
6.1 Natural Language Processing Market Share by Enterprise Size, 2021 & 2030
6.2 Large Enterprises
6.2.1 Large Enterprises Natural Language Processing Market, by Region, 2017 - 2030
6.3 Small and Medium Enterprises
6.3.1 Small and Medium Enterprises Market, by Region, 2017 - 2030
CHAPTER 7 NATURAL LANGUAGE PROCESSING MARKET: TYPE OUTLOOK
7.1 Natural Language Processing Market Share by Type, 2021 & 2030
7.2 Statistical NLP
7.2.1 Statistical NLP Market, by Region, 2017 - 2030
7.3 Rule-Based NLP
7.3.1 Rule-Based NLP Natural Language Processing Market, by Region, 2017 - 2030
7.4 Hybrid NLP
7.4.1 Hybrid NLP Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 8 NATURAL LANGUAGE PROCESSING MARKET: APPLICATION OUTLOOK
8.1 Natural Language Processing Market Share by Application, 2021 & 2030
8.2 Sentiment Analysis
8.2.1 Sentiment Analysis Market, by Region, 2017 - 2030
8.3 Data Extraction
8.3.1 Data Extraction Market, by Region, 2017 - 2030
8.4 Risk & Threat Detection
8.4.1 Risk & Threat Detection Market, by Region, 2017 - 2030
8.5 Automatic Summarization
8.5.1 Automatic Summarization Market, by Region, 2017 - 2030
8.6 Content Management
8.6.1 Content Management Market, by Region, 2017 - 2030
8.7 Language Scoring
8.7.1 Language Scoring Market, by Region, 2017 - 2030
8.8 Others
8.8.1 Others Market, by Region, 2017 - 2030
CHAPTER 9 NATURAL LANGUAGE PROCESSING: END-USE OUTLOOK
9.1 Natural Language Processing Market Share by End-use, 2021 & 2030
9.2 BFSI
9.2.1 BFSI Natural Language Processing Market, by Region, 2017 - 2030
9.3 IT & Telecommunication
9.3.1 IT & Telecommunication Natural Language Processing Market, by Region, 2017 - 2030
9.4 Healthcare
9.4.1 Healthcare Natural Language Processing Market, by Region, 2017 - 2030
9.5 Education
9.5.1 Education Natural Language Processing Market, by Region, 2017 - 2030
9.6 Media & Entertainment
9.6.1 Media & Entertainment Natural Language Processing Market, by Region, 2017 - 2030
9.7 Retail & E-commerce
9.7.1 Retail & E-commerce Natural Language Processing Market, by Region, 2017 - 2030
9.8 Others
9.8.1 Others Natural Language Processing Market, by Region, 2017 - 2030
CHAPTER 10 NATURAL LANGUAGE PROCESSING: REGIONAL OUTLOOK
10.1 North America
10.1.1 North America Natural Language Processing Market, by Component, 2017 - 2030
10.1.2 North America Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.3 North America Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.4 North America Natural Language Processing Market, by Type, 2017 - 2030
10.1.5 North America Natural Language Processing Market, by Application, 2017 - 2030
10.1.6 North America Natural Language Processing Market, by End-use, 2017 - 2030
10.1.7 U.S.
10.1.7.1 U.S. Natural Language Processing Market, by Component, 2017 - 2030
10.1.7.2 U.S. Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.7.3 U.S. Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.7.4 U.S. Natural Language Processing Market, by Type, 2017 - 2030
10.1.7.5 U.S. Natural Language Processing Market, by Application, 2017 - 2030
10.1.7.6 U.S. Natural Language Processing Market, by End-use, 2017 - 2030
10.1.8 Canada
10.1.8.1 Canada Natural Language Processing Market, by Component, 2017 - 2030
10.1.8.2 Canada Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.8.3 Canada Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.8.4 Canada Natural Language Processing Market, by Type, 2017 - 2030
10.1.8.5 Canada Natural Language Processing Market, by Application, 2017 - 2030
10.1.8.4 Canada Natural Language Processing Market, by End-use, 2017 - 2030
10.1.9 Mexico
10.1.9.1 Mexico Natural Language Processing Market, by Component, 2017 - 2030
10.1.9.2 Mexico Natural Language Processing Market, by Deployment, 2017 - 2030
10.1.9.3 Mexico Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.1.9.4 Mexico Natural Language Processing Market, by Type, 2017 - 2030
10.1.9.5 Mexico Natural Language Processing Market, by Application, 2017 - 2030
10.1.9.6 Mexico Natural Language Processing Market, by End-use, 2017 - 2030
10.2 Europe
10.2.1 Europe Natural Language Processing Market, by Component, 2017 - 2030
10.2.2 Europe Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.3 Europe Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.4 Europe Natural Language Processing Market, by Type, 2017 - 2030
10.2.5 Europe Natural Language Processing Market, by Application, 2017 - 2030
10.2.6 Europe Natural Language Processing Market, by End-use, 2017 - 2030
10.2.7 Germany
10.2.7.1 Germany Natural Language Processing Market, by Component, 2017 - 2030
10.2.7.2 Germany Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.7.3 Germany Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.7.4 Germany Natural Language Processing Market, by Type, 2017 - 2030
10.2.7.5 Germany Natural Language Processing Market, by Application, 2017 - 2030
10.2.7.6 Germany Natural Language Processing Market, by End-use, 2017 - 2030
10.2.8 U.K.
10.2.8.1 U.K. Natural Language Processing Market, by Component, 2017 - 2030
10.2.8.2 U.K. Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.8.3 U.K. Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.8.4 U.K. Natural Language Processing Market, by Type, 2017 - 2030
10.2.8.5 U.K. Natural Language Processing Market, by Application, 2017 - 2030
10.2.8.6 U.K. Natural Language Processing Market, by End-use, 2017 - 2030
10.2.9 France
10.2.9.1 France Natural Language Processing Market, by Component, 2017 - 2030
10.2.9.2 France Natural Language Processing Market, by Deployment, 2017 - 2030
10.2.9.3 France Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.2.9.4 France Natural Language Processing Market, by Type, 2017 - 2030
10.2.9.5 France Natural Language Processing Market, by Application, 2017 - 2030
10.2.9.6 France Natural Language Processing Market, by End-use, 2017 - 2030
10.3 Asia Pacific
10.3.1 Asia Pacific Natural Language Processing Market, by Component, 2017 - 2030
10.3.2 Asia Pacific Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.3 Asia Pacific Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.4 Asia Pacific Natural Language Processing Market, by Type, 2017 - 2030
10.3.5 Asia Pacific Natural Language Processing Market, by Application, 2017 - 2030
10.3.6 Asia Pacific Natural Language Processing Market, by End-use, 2017 - 2030
10.3.7 China
10.3.7.1 China Natural Language Processing Market, by Component, 2017 - 2030
10.3.7.2 China Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.7.3 China Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.7.4 China Natural Language Processing Market, by Type, 2017 - 2030
10.3.7.5 China Natural Language Processing Market, by Application, 2017 - 2030
10.3.7.6 China Natural Language Processing Market, by End-use, 2017 - 2030
10.3.8 Japan
10.3.8.1 Japan Natural Language Processing Market, by Component, 2017 - 2030
10.3.8.2 Japan Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.8.3 Japan Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.8.4 Japan Natural Language Processing Market, by Type, 2017 - 2030
10.3.8.5 Japan Natural Language Processing Market, by Application, 2017 - 2030
10.3.8.6 Japan Natural Language Processing Market, by End-use, 2017 - 2030
10.3.9 India
10.3.9.1 India Natural Language Processing Market, by Component, 2017 - 2030
10.3.9.2 India Natural Language Processing Market, by Deployment, 2017 - 2030
10.3.9.3 India Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.3.9.4 India Natural Language Processing Market, by Type, 2017 - 2030
10.3.9.5 India Natural Language Processing Market, by Application, 2017 - 2030
10.3.9.6 India Natural Language Processing Market, by End-use, 2017 - 2030
10.4 South America
10.4.1 South America Natural Language Processing Market, by Component, 2017 - 2030
10.4.2 South America Natural Language Processing Market, by Deployment, 2017 - 2030
10.4.3 South America Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.4.4 South America Natural Language Processing Market, by Type, 2017 - 2030
10.4.5 South America Natural Language Processing Market, by Application, 2017 - 2030
10.4.6 South America Natural Language Processing Market, by End-use, 2017 - 2030
10.4.7 Brazil
10.4.7.1 Brazil Natural Language Processing Market, by Component, 2017 - 2030
10.4.7.2 Brazil Natural Language Processing Market, by Deployment, 2017 - 2030
10.4.7.3 Brazil Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.4.7.4 Brazil Natural Language Processing Market, by Type, 2017 - 2030
10.4.7.5 Brazil Natural Language Processing Market, by Application, 2017 - 2030
10.4.7.6 Brazil Natural Language Processing Market, by End-use, 2017 - 2030
10.5 MEA
10.5.1 MEA Natural Language Processing Market, by Component, 2017 - 2030
10.5.2 MEA Natural Language Processing Market, by Deployment, 2017 - 2030
10.5.3 MEA Natural Language Processing Market, by Enterprise Size, 2017 - 2030
10.5.4 MEA Natural Language Processing Market, by Type, 2017 - 2030
10.5.5 MEA Natural Language Processing Market, by Application, 2017 - 2030
10.5.6 MEA Natural Language Processing Market, by End-use, 2017 - 2030
CHAPTER 11 COMPETITIVE LANDSCAPE
11.1 3M
11.1.1 Company Overview
11.1.2 Financial Performance
11.1.3 Product Benchmarking
11.1.4 Recent Developments
11.2 Apple Inc.
11.2.1 Company Overview
11.2.2 Financial Performance
11.2.3 Product Benchmarking
11.2.4 Recent Developments
11.3 Amazon Web Services, Inc.
11.3.1 Company Overview
11.3.2 Financial Performance
11.3.3 Product Benchmarking
11.3.4 Recent Developments
11.4 Baidu Inc.
11.4.1 Company Overview
11.4.2 Financial Performance
11.4.3 Product Benchmarking
11.4.4 Recent Developments
11.5 Crayon Data
11.5.1 Company Overview
11.5.2 Financial Performance
11.5.3 Product Benchmarking
11.5.4 Recent Developments
11.6 Google LLC
11.6.1 Company Overview
11.6.2 Financial Performance
11.6.3 Product Benchmarking
11.6.4 Recent Developments
11.7 Health Fidelity
11.7.1 Company Overview
11.7.2 Financial Performance
11.7.3 Product Benchmarking
11.7.4 Recent Developments
11.8 IBM Corporation
11.8.1 Company Overview
11.8.2 Financial Performance
11.8.3 Product Benchmarking
11.8.4 Recent Developments
11.9 Inbenta
11.9.1 Company Overview
11.9.2 Product Benchmarking
11.9.3 Recent Developments
11.10 IQVIA
11.10.1 Company Overview
11.10.2 Product Benchmarking
11.10.3 Recent Developments
11.11 Meta Platforms Inc.
11.11.1 Company Overview
11.11.2 Financial Performance
11.11.3 Product Benchmarking
11.11.4 Recent Developments
11.12 Microsoft Corporation
11.12.1 Company Overview
11.12.2 Financial Performance
11.12.3 Product Benchmarking
11.12.4 Recent Developments
11.13 Oracle Inc.
11.13.1 Company Overview
11.13.2 Financial Performance
11.13.3 Product Benchmarking
11.13.4 Recent Developments
11.14 SAS Institute Inc.
11.14.1 Company Overview
11.14.2 Financial Performance
11.14.3 Product Benchmarking
11.14.4 Recent Developments
LIST OF TABLES
Table 1 Natural Language Processing Market - Industry Snapshot & Key Buying Criteria, 2017 - 2030
Table 2 Natural Language Processing Market, 2017 - 2030 (USD Million)
Table 3 Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 4 Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 5 Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 6 Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 7 Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 8 Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 9 Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 10 Key Market Driver Impact
Table 11 Key Market Restraint Impact
Table 12 Key Market Opportunity Impact
Table 13 List of Key Market Players
Table 14 Solution, by Region, 2017 - 2030 (USD Million)
Table 15 Services, by Region, 2017 - 2030 (USD Million)
Table 16 Cloud Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 17 On-Premise Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 18 Large Enterprises Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 19 Small and Medium Enterprises Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 20 Statistical NLP Market, by Region, 2017 - 2030 (USD Million)
Table 21 Rule-Based NLP Market, by Region, 2017 - 2030 (USD Million)
Table 22 Hybrid NLP Market, by Region, 2017 - 2030 (USD Million)
Table 23 Sentiment Analysis Market, by Region, 2017 - 2030 (USD Million)
Table 24 Data Extraction Market, by Region, 2017 - 2030 (USD Million)
Table 25 Risk and Threat Detection Market, by Region, 2017 - 2030 (USD Million)
Table 26 Automatic Summarization Market, by Region, 2017 - 2030 (USD Million)
Table 27 Content Management Market, by Region, 2017 - 2030 (USD Million)
Table 28 Language Scoring Market, by Region, 2017 - 2030 (USD Million)
Table 29 Others Market, by Region, 2017 - 2030 (USD Million)
Table 30 BFSI Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 31 IT & Telecommunication Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 32 Healthcare Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 33 Education Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 34 Media & Entertainment Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 35 Retail & E-commerce Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 36 Others Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 37 North America Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 38 North America Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 39 North America Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 40 North America Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 41 North America Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 42 North America Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 43 U.S. Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 44 U.S. Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 45 U.S. Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 46 U.S. Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 47 U.S. Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 48 U.S. Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 49 Canada Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 50 Canada Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 51 Canada Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 52 Canada Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 53 Canada Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 54 Canada Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 55 Mexico Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 56 Mexico Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 57 Mexico Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 58 Mexico Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 59 Mexico Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 60 Mexico Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 61 Europe Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 62 Europe Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 63 Europe Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 64 Europe Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 65 Europe Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 66 Europe Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 67 Germany Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 68 Germany Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 69 Germany Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 70 Germany Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 71 Germany Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 72 Germany Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 73 U.K. Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 74 U.K. Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 75 U.K. Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 76 U.K. Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 77 U.K. Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 78 U.K. Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 79 France Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 80 France Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 81 France Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 82 France Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 83 France Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 84 France Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 85 Asia Pacific Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 86 Asia Pacific Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 87 Asia Pacific Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 88 Asia Pacific Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 89 Asia Pacific Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 90 Asia Pacific Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 91 China Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 92 China Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 93 China Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 94 China Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 95 China Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 96 China Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 97 Japan Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 98 Japan Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 99 Japan Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 100 Japan Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 101 Japan Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 102 Japan Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 103 India Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 104 India Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 105 India Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 106 India Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 107 India Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 108 India Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 109 South America Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 110 South America Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 111 South America Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 112 South America Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 113 South America Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 114 South America Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 115 Brazil Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 116 Brazil Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 117 Brazil Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 118 Brazil Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 119 Brazil Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 120 Brazil Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 121 MEA Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 122 MEA Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 123 MEA Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 124 MEA Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 125 MEA Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 126 MEA Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 127 MEA Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 128 MEA Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 1 Natural Language Processing Market - Industry Snapshot & Key Buying Criteria, 2017 - 2030
Table 2 Natural Language Processing Market, 2017 - 2030 (USD Million)
Table 3 Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 4 Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 5 Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 6 Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 7 Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 8 Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 9 Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 10 Key Market Driver Impact
Table 11 Key Market Restraint Impact
Table 12 Key Market Opportunity Impact
Table 13 List of Key Market Players
Table 14 Solution, by Region, 2017 - 2030 (USD Million)
Table 15 Services, by Region, 2017 - 2030 (USD Million)
Table 16 Cloud Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 17 On-Premise Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 18 Large Enterprises Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 19 Small and Medium Enterprises Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 20 Statistical NLP Market, by Region, 2017 - 2030 (USD Million)
Table 21 Rule-Based NLP Market, by Region, 2017 - 2030 (USD Million)
Table 22 Hybrid NLP Market, by Region, 2017 - 2030 (USD Million)
Table 23 Sentiment Analysis Market, by Region, 2017 - 2030 (USD Million)
Table 24 Data Extraction Market, by Region, 2017 - 2030 (USD Million)
Table 25 Risk and Threat Detection Market, by Region, 2017 - 2030 (USD Million)
Table 26 Automatic Summarization Market, by Region, 2017 - 2030 (USD Million)
Table 27 Content Management Market, by Region, 2017 - 2030 (USD Million)
Table 28 Language Scoring Market, by Region, 2017 - 2030 (USD Million)
Table 29 Others Market, by Region, 2017 - 2030 (USD Million)
Table 30 BFSI Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 31 IT & Telecommunication Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 32 Healthcare Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 33 Education Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 34 Media & Entertainment Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 35 Retail & E-commerce Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 36 Others Natural Language Processing Market, by Region, 2017 - 2030 (USD Million)
Table 37 North America Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 38 North America Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 39 North America Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 40 North America Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 41 North America Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 42 North America Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 43 U.S. Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 44 U.S. Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 45 U.S. Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 46 U.S. Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 47 U.S. Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 48 U.S. Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 49 Canada Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 50 Canada Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 51 Canada Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 52 Canada Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 53 Canada Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 54 Canada Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 55 Mexico Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 56 Mexico Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 57 Mexico Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 58 Mexico Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 59 Mexico Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 60 Mexico Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 61 Europe Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 62 Europe Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 63 Europe Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 64 Europe Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 65 Europe Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 66 Europe Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 67 Germany Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 68 Germany Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 69 Germany Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 70 Germany Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 71 Germany Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 72 Germany Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 73 U.K. Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 74 U.K. Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 75 U.K. Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 76 U.K. Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 77 U.K. Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 78 U.K. Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 79 France Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 80 France Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 81 France Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 82 France Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 83 France Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 84 France Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 85 Asia Pacific Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 86 Asia Pacific Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 87 Asia Pacific Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 88 Asia Pacific Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 89 Asia Pacific Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 90 Asia Pacific Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 91 China Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 92 China Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 93 China Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 94 China Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 95 China Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 96 China Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 97 Japan Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 98 Japan Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 99 Japan Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 100 Japan Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 101 Japan Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 102 Japan Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 103 India Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 104 India Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 105 India Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 106 India Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 107 India Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 108 India Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 109 South America Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 110 South America Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 111 South America Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 112 South America Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 113 South America Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 114 South America Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 115 Brazil Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 116 Brazil Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 117 Brazil Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 118 Brazil Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 119 Brazil Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 120 Brazil Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 121 MEA Natural Language Processing Market, by Component, 2017 - 2030 (USD Million)
Table 122 MEA Natural Language Processing Market, by Deployment, 2017 - 2030 (USD Million)
Table 123 MEA Natural Language Processing Market, by Enterprise Size, 2017 - 2030 (USD Million)
Table 124 MEA Natural Language Processing Market, by Type, 2017 - 2030 (USD Million)
Table 125 MEA Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 126 MEA Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
Table 127 MEA Natural Language Processing Market, by Application, 2017 - 2030 (USD Million)
Table 128 MEA Natural Language Processing Market, by End-use, 2017 - 2030 (USD Million)
LIST OF FIGURES
Fig. 1 Research Process
Fig. 2 Market Formulation
Fig. 3 Market Segmentation and Scope
Fig. 4 Natural Language Processing Market, 2017 - 2030
Fig. 5 Key Opportunities Analysis
Fig. 6 Natural Language Processing- Value Chain Analysis
Fig. 7 Natural Language Processing Market Dynamics
Fig. 8 Industry Analysis - Porter’s Five Forces Analysis
Fig. 9 Natural Language Processing- Pest Analysis
Fig. 10 Natural Language Processing Market Share by Component, 2021 & 2030
Fig. 11 Natural Language Processing Market Share by Deployment, 2021 & 2030
Fig. 12 Natural Language Processing Market Share by Enterprise Size, 2021 & 2030
Fig. 13 Natural Language Processing Market Share by Type, 2021 & 2030
Fig. 14 Natural Language Processing Market Share by Application, 2021 & 2030
Fig. 15 Natural Language Processing Market Share by End-use, 2021 & 2030
Fig. 16 Natural Language Processing Market Share by Region, 2021 & 2030
Fig. 17 North America Marketplace: Key Takeaways
Fig. 18 Europe Marketplace: Key Takeaways
Fig. 19 Asia Pacific Marketplace: Key Takeaways
Fig. 20 South America Marketplace: Key Takeaways
Fig. 21 MEA Marketplace: Key Takeaways
Fig. 1 Research Process
Fig. 2 Market Formulation
Fig. 3 Market Segmentation and Scope
Fig. 4 Natural Language Processing Market, 2017 - 2030
Fig. 5 Key Opportunities Analysis
Fig. 6 Natural Language Processing- Value Chain Analysis
Fig. 7 Natural Language Processing Market Dynamics
Fig. 8 Industry Analysis - Porter’s Five Forces Analysis
Fig. 9 Natural Language Processing- Pest Analysis
Fig. 10 Natural Language Processing Market Share by Component, 2021 & 2030
Fig. 11 Natural Language Processing Market Share by Deployment, 2021 & 2030
Fig. 12 Natural Language Processing Market Share by Enterprise Size, 2021 & 2030
Fig. 13 Natural Language Processing Market Share by Type, 2021 & 2030
Fig. 14 Natural Language Processing Market Share by Application, 2021 & 2030
Fig. 15 Natural Language Processing Market Share by End-use, 2021 & 2030
Fig. 16 Natural Language Processing Market Share by Region, 2021 & 2030
Fig. 17 North America Marketplace: Key Takeaways
Fig. 18 Europe Marketplace: Key Takeaways
Fig. 19 Asia Pacific Marketplace: Key Takeaways
Fig. 20 South America Marketplace: Key Takeaways
Fig. 21 MEA Marketplace: Key Takeaways
