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市場調查報告書
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1224678

自然語言處理市場規模、份額和趨勢分析報告：按組件、部署模型、公司規模、類型、應用程序、最終用途、地區、細分市場預測，2023-2030 年

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
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

自然語言處理市場的增長和趨勢

Grand View Research, Inc. 的最新研究預測，全球自然語言處理市場從 2023 年到 2030 年將以 40.4% 的複合年增長率增長，到 2030 年將達到 4398.5 億美元。預計。 隨著 AI 的進步，機器學習預計將在自然語言處理 (NLP) 技術中發揮重要作用，主要是在文本分析方面。 未來，無監督和監督學習將允許機器學習引擎進行更詳細的評估。 隨著社交媒體的發展，它有望在商業決策制定中發揮更好的作用。 例如，一家公司可以使用多種 NLP 工具在季度報告期間跟蹤客戶在社交媒體平台和新聞上對其業務的評級、反饋和評論。

智能設備使用的增加和智能環境的發展正在推動市場的增長。 此外，由於對高級文本分析的需求不斷增長以及互聯網和連接設備的使用不斷增加，對 NLP 技術的需求也在不斷擴大。 此外，基於 NLP 的應用程序越來越多地被跨行業使用，以改善客戶體驗。 此外，由於對醫療保健行業的投資增加，預計進一步擴大盈利市場的潛力。 然而，開發基於神經網絡的 NLP 技術的限制以及在實施 NLP 解決方案時使用混合語言的複雜性可能會限制基於雲的服務的使用並阻礙市場增長。。

隨著NLP實際應用的日益增多，擁有海量語音數據和非結構化文本數據的企業，可以有效地發現、收集和分析暗數據問題。 NLP 有望在需要理解用戶意圖的領域得到更多的使用，例如語義搜索和智能聊天機器人。 豐富的自然語言技術有望塑造認知計算的交流能力，並經受住深度學習以及無監督和監督機器學習的日益廣泛使用。 企業規劃的智能數據，NLP在跟蹤和監控市場情報報告中必不可少。

自然語言處理因其搜索、分析和理解大量患者數據的能力而在醫療保健領域廣受歡迎。 醫療保健中的機器學習和 NLP 技術服務可以使用先進的醫學算法從以前被認為以文本形式隱藏的數據中提取相關概念和見解。 在醫療保健媒體中，NLP 可以有效地表達非結構化數據，並提供更深入的洞察力來理解質量、改進流程和改善患者結果。 例如，2022 年 7 月，谷歌發布了一款名為 AutoML Entity Extraction for Healthcare 的免費工具，該工具還為缺乏編碼專業知識的醫護人員提供低代碼。 此外，它還被用於開發定制的醫療保健自然語言模型，以從醫療數據中獲取更具體的信息，幫助了解醫療記錄的更多內在細節。

北美是自然語言處理最重要的市場之一，因為北美很早就採用了該地區的先進技術。 美國是該行業大多數主要供應商的所在地，這使其在創新方面具有優勢。 此外，地方政府正在推廣人工智能、機器學習和自然語言處理技術，為市場供應商增加在該地區的影響力創造有利環境。

自然語言處理市場報告要點

在整個預測期內，醫療保健行業成為收入份額最大的部分。 然而，IT/通信部門預計將以最高增長率擴張

數據提取將在 2022 年成為最大的部分，預計到 2030 年將產生超過 770 億美元的收入

亞太地區將創下 42.7% 的最高 CAGR（複合年增長率），而 NLP 市場預計到 2030 年將達到 1152.4 億美元，這得益於對更好的客戶體驗不斷增長的需求，並有望增長由於智能設備使用的增加和應用程序選項的擴展

內容

第一章調查方法及範圍

  • 信息獲取和調查範圍
  • 信息分析
  • 市場形成和數據可視化
  • 市場範圍和假設
    • 次要信息
    • 主要信息

第 2 章執行摘要

  • 市場展望
  • 世界
  • 細分趨勢

第 3 章自然語言處理市場變量、趨勢和範圍

  • 市場細分和範圍
  • 自然語言處理 - 價值鏈分析
  • 市場動態
    • 市場驅動力
      • 更多地採用基於雲的解決方案
      • 對基於雲的解決方案的新需求
      • 對基於文本的分析的需求不斷增長
    • 市場製約因素
      • NLP 技術發展的局限性
  • 行業分析 - 搬運工
    • 供應商的力量
    • 買家的議價能力
    • 替代威脅
    • 來自新進入者的威脅
    • 競爭公司之間的敵對關係
  • 關鍵機會 - 確定優先級
  • 自然語言處理 - PEST 分析
    • 政治
    • 經濟的
    • 社交
    • 技術

第四章自然語言處理市場：組件展望

  • 2021 年和 2030 年按組件劃分的自然語言處理市場份額
  • 解決
  • 服務

第五章自然語言處理市場：發展前景

  • 2021 年和 2030 年按部署劃分的自然語言處理市場份額
  • 雲
  • 本地

第 6 章自然語言處理市場：公司規模展望

  • 2021 年和 2030 年按公司規模劃分的自然語言處理市場份額
  • 大公司
  • 中小企業

第 7 章自然語言處理市場：類型展望

  • 2021 年和 2030 年按類型劃分的自然語言處理市場份額
  • 統計自然語言處理
  • 基於規則的 NLP
  • 混合自然語言處理

第 8 章自然語言處理市場：應用前景

  • 2021 年和 2030 年按應用劃分的自然語言處理市場份額
  • 情緒分析
  • 數據提取
  • 風險和威脅檢測
  • 自動總結
  • 內容管理
  • 語言評分
  • 其他

第 9 章自然語言處理：最終用途觀點

  • 2021 年和 2030 年按最終用途劃分的自然語言處理市場份額
  • BFSI
  • IT 和通信
  • 醫療保健
  • 教育
  • 媒體與娛樂
  • 零售和電子商務
  • 其他

第 10 章自然語言處理：區域視角

  • 北美
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
  • 南美洲
    • 巴西
  • 多邊環境協定

第11章競爭格局

  • 3M
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Apple Inc.
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Amazon Web Services, Inc.
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Baidu Inc.
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Crayon Data
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Google LLC
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Health Fidelity
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • IBM Corporation
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Inbenta
    • 公司概況
    • 產品基準
    • 最近的發展
  • IQVIA
    • 公司概況
    • 產品基準
    • 最近的發展
  • Meta Platforms Inc.
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Microsoft Corporation
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • Oracle Inc.
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
  • SAS Institute Inc.
    • 公司概況
    • 財務業績
    • 產品基準
    • 最近的發展
Product Code: GVR-4-68040-020-4

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

Table of Contents

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

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)

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