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1451490

2024-2032 年按類型、技術、部署模式、組織規模、最終用戶和地區分類的自然語言處理市場報告

Natural Language Processing Market Report by Type, Technology, Deployment Mode, Organization Size, End User, and Region 2024-2032
出版日期: | 出版商: IMARC | 英文 141 Pages | 商品交期: 2-3個工作天內

價格

2023年全球自然語言處理（NLP）市場規模達229億美元。展望未來， IMARC Group預計到2032年市場規模將達到1539億美元，2024-2032年複合年成長率（CAGR）為22.9%。

自然語言處理（NLP）是人工智慧（AI）的一個分支，它使電腦能夠理解、分析和解釋人類的口頭和書面語言。它允許用戶直接與電腦進行類似人類的對話，透過使用人工智慧和演算法來幫助電腦準確地識別和回應人類的交流。它還幫助軟體程式將文字從一種語言翻譯成另一種語言、執行語音識別以及即時總結大量文字資料。如今，企業在客戶服務聊天機器人、虛擬助理、語音操作 GPS 系統、語音轉文字應用程式和其他電腦程式中廣泛使用 NLP。

自然語言處理 (NLP) 市場趨勢：

NLP 可協助組織增強客戶體驗、簡化業務營運、簡化關鍵任務流程並提高整體生產力。因此，企業正在迅速採用 NLP 解決方案來改善其內部和外部營運。此外，資料數位化的不斷發展以及網際網路和連接設備的使用不斷增加正在增加產品需求。除此之外，對高階資料分析的需求不斷成長，加上影像和語音辨識領域的顯著進步，也促進了市場的成長。此外，醫療保健和呼叫中心廣泛採用 NLP 來處理大量產生的資料。此外，一些社群媒體平台正在利用文字分析和自然語言處理技術來管理發布的內容並監控仇恨言論和政治評論等活動，這為市場提供了利潤豐厚的成長機會。其他因素，包括智慧型裝置銷量的激增、各行業新興的自然語言處理應用、人工智慧投資的增加以及基於語音的解決方案的日益普及，也在推動市場成長。

本報告回答的關鍵問題

  • 2023 年全球自然語言處理 (NLP) 市場規模有多大？
  • 2024-2032年全球自然語言處理（NLP）市場的預期成長率是多少？
  • 推動全球自然語言處理（NLP）市場的關鍵因素是什麼？
  • COVID-19 對全球自然語言處理 (NLP) 市場有何影響？
  • 基於該技術的全球自然語言處理（NLP）市場的詳細情形如何？
  • 全球自然語言處理（NLP）市場以部署模式分類是怎樣的？
  • 根據組織規模，全球自然語言處理 (NLP) 市場的細分如何？
  • 基於最終用戶的全球自然語言處理 (NLP) 市場的詳細情形如何？
  • 全球自然語言處理（NLP）市場的關鍵區域有哪些？
  • 全球自然語言處理 (NLP) 市場的主要參與者/公司有哪些？

目錄

第1章：前言

第 2 章：範圍與方法

  • 研究目的
  • 利害關係人
  • 資料來源
    • 主要資源
    • 二手資料
  • 市場預測
    • 自下而上的方法
    • 自上而下的方法
  • 預測方法

第 3 章：執行摘要

第 4 章：簡介

  • 概述
  • 主要行業趨勢

第 5 章：全球自然語言處理 (NLP) 市場

  • 市場概況
  • 市場業績
  • COVID-19 的影響
  • 市場預測

第 6 章：市場區隔：按類型

  • 硬體
    • 市場走向
    • 市場預測
  • 軟體
    • 市場走向
    • 市場預測
  • 服務
    • 市場走向
    • 市場預測

第 7 章：市場區隔：依技術

  • 互動語音應答
    • 市場走向
    • 市場預測
  • 光學字元辨識
    • 市場走向
    • 市場預測
  • 文字分析
    • 市場走向
    • 市場預測
  • 語音分析
    • 市場走向
    • 市場預測
  • 分類與分類
    • 市場走向
    • 市場預測
  • 模式和影像識別
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測

第 8 章：市場區隔：依部署模式

  • 本地
    • 市場走向
    • 市場預測
  • 基於雲端
    • 市場走向
    • 市場預測

第 9 章：市場區隔：依組織規模

  • 大型企業
    • 市場走向
    • 市場預測
  • 中小企業
    • 市場走向
    • 市場預測

第 10 章：市場區隔：依最終用戶

  • 教育
    • 市場走向
    • 市場預測
  • BFSI
    • 市場走向
    • 市場預測
  • 衛生保健
    • 市場走向
    • 市場預測
  • 資訊科技和電信
    • 市場走向
    • 市場預測
  • 製造和零售
    • 市場走向
    • 市場預測
  • 媒體和娛樂
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測

第 11 章：市場區隔：按地區

  • 北美洲
    • 美國
      • 市場走向
      • 市場預測
    • 加拿大
      • 市場走向
      • 市場預測
  • 亞太
    • 中國
      • 市場走向
      • 市場預測
    • 日本
      • 市場走向
      • 市場預測
    • 印度
      • 市場走向
      • 市場預測
    • 韓國
      • 市場走向
      • 市場預測
    • 澳洲
      • 市場走向
      • 市場預測
    • 印尼
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 歐洲
    • 德國
      • 市場走向
      • 市場預測
    • 法國
      • 市場走向
      • 市場預測
    • 英國
      • 市場走向
      • 市場預測
    • 義大利
      • 市場走向
      • 市場預測
    • 西班牙
      • 市場走向
      • 市場預測
    • 俄羅斯
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 拉丁美洲
    • 巴西
      • 市場走向
      • 市場預測
    • 墨西哥
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 中東和非洲
    • 市場走向
    • 市場細分：按國家/地區
    • 市場預測

第 12 章：SWOT 分析

  • 概述
  • 優勢
  • 弱點
  • 機會
  • 威脅

第 13 章：價值鏈分析

第 14 章：波特五力分析

  • 概述
  • 買家的議價能力
  • 供應商的議價能力
  • 競爭程度
  • 新進入者的威脅
  • 替代品的威脅

第 15 章：價格分析

第16章：競爭格局

  • 市場結構
  • 關鍵參與者
  • 關鍵參與者簡介
    • 3M Company
    • Apple Inc.
    • FUJIFILM Holdings Corporation
    • Google LLC (Alphabet Inc.)
    • Intel Corporation
    • International Business Machines Corporation
    • Meta Platforms Inc.
    • Microsoft Corporation
    • NetBase Solutions Inc.
    • Nokia Corporation
    • SAS Institute Inc.
    • Verint Systems
Product Code: SR112024A5068

The global natural language processing (NLP) market size reached US$ 22.9 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 153.9 Billion by 2032, exhibiting a growth rate (CAGR) of 22.9% during 2024-2032.

Natural language processing, or NLP, refers to a branch of artificial intelligence (AI) that enables computers to understand, analyze and interpret human language, both spoken and written. It allows users to have human-like conversations with a computer directly by using AI and algorithms that help computers accurately recognize and respond to human communication. It also assists software programs in translating text from one language to another, performing speech recognition, and summarizing large volumes of textual data in real-time. Nowadays, businesses extensively utilize NLP in customer service chatbots, virtual assistants, voice-operated GPS systems, voice-to-text apps, and other computer programs.

Natural Language Processing (NLP) Market Trends:

NLP helps organizations enhance customer experience, streamline business operations, simplify mission-critical processes, and increase overall productivity. As a result, enterprises are rapidly adopting NLP solutions to improve their internal and external operations. Moreover, the rising digitization of data and the growing usage of the internet and connected devices are augmenting the product demand. Besides this, the escalating demand for advanced data analytics, coupled with significant advancements in the fields of image and speech recognition, is also catalyzing the market growth. Additionally, there has been widespread adoption of NLP in healthcare and call centers to handle massive volumes of generated data. Furthermore, several social media platforms are utilizing text analytics and NLP technologies to manage the published content and monitor activities, such as hate speeches and political reviews, which are providing lucrative growth opportunities to the market. Other factors, including the surging sales of smart devices, emerging NLP applications in various industries, rising investments in AI, and increasing popularity of voice-based solutions, are also driving the market growth.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global natural language processing (NLP) market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on type, technology, deployment mode, organization size and end user.

Breakup by Type:

Hardware

Software

Services

Breakup by Technology:

Interactive Voice Response

Optical Character Recognition

Text Analytics

Speech Analytics

Classification and Categorization

Pattern and Image Recognition

Others

Breakup by Deployment Mode:

On-premises

Cloud-based

Breakup by Organization Size:

Large Enterprises

Small and Medium-sized Enterprises

Breakup by End User:

Education

BFSI

Healthcare

IT and Telecom

Manufacturing and Retail

Media and Entertainment

Others

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being 3M Company, Apple Inc., FUJIFILM Holdings Corporation, Google LLC (Alphabet Inc.), Intel Corporation, International Business Machines Corporation, Meta Platforms Inc., Microsoft Corporation, NetBase Solutions Inc., Nokia Corporation, SAS Institute Inc. and Verint Systems.

Key Questions Answered in This Report

  • 1. What was the size of the global natural language processing (NLP) market in 2023?
  • 2. What is the expected growth rate of the global natural language processing (NLP) market during 2024-2032?
  • 3. What are the key factors driving the global natural language processing (NLP) market?
  • 4. What has been the impact of COVID-19 on the global natural language processing (NLP) market?
  • 5. What is the breakup of the global natural language processing (NLP) market based on the technology?
  • 6. What is the breakup of the global natural language processing (NLP) market based on the deployment mode?
  • 7. What is the breakup of the global natural language processing (NLP) market based on the organization size?
  • 8. What is the breakup of the global natural language processing (NLP) market based on the end user?
  • 9. What are the key regions in the global natural language processing (NLP) market?
  • 10. Who are the key players/companies in the global natural language processing (NLP) market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Natural Language Processing (NLP) Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Type

  • 6.1 Hardware
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Software
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Services
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast

7 Market Breakup by Technology

  • 7.1 Interactive Voice Response
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Optical Character Recognition
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Text Analytics
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast
  • 7.4 Speech Analytics
    • 7.4.1 Market Trends
    • 7.4.2 Market Forecast
  • 7.5 Classification and Categorization
    • 7.5.1 Market Trends
    • 7.5.2 Market Forecast
  • 7.6 Pattern and Image Recognition
    • 7.6.1 Market Trends
    • 7.6.2 Market Forecast
  • 7.7 Others
    • 7.7.1 Market Trends
    • 7.7.2 Market Forecast

8 Market Breakup by Deployment Mode

  • 8.1 On-premises
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Cloud-based
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9 Market Breakup by Organization Size

  • 9.1 Large Enterprises
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Small and Medium-sized Enterprises
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10 Market Breakup by End User

  • 10.1 Education
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 BFSI
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast
  • 10.3 Healthcare
    • 10.3.1 Market Trends
    • 10.3.2 Market Forecast
  • 10.4 IT and Telecom
    • 10.4.1 Market Trends
    • 10.4.2 Market Forecast
  • 10.5 Manufacturing and Retail
    • 10.5.1 Market Trends
    • 10.5.2 Market Forecast
  • 10.6 Media and Entertainment
    • 10.6.1 Market Trends
    • 10.6.2 Market Forecast
  • 10.7 Others
    • 10.7.1 Market Trends
    • 10.7.2 Market Forecast

11 Market Breakup by Region

  • 11.1 North America
    • 11.1.1 United States
      • 11.1.1.1 Market Trends
      • 11.1.1.2 Market Forecast
    • 11.1.2 Canada
      • 11.1.2.1 Market Trends
      • 11.1.2.2 Market Forecast
  • 11.2 Asia-Pacific
    • 11.2.1 China
      • 11.2.1.1 Market Trends
      • 11.2.1.2 Market Forecast
    • 11.2.2 Japan
      • 11.2.2.1 Market Trends
      • 11.2.2.2 Market Forecast
    • 11.2.3 India
      • 11.2.3.1 Market Trends
      • 11.2.3.2 Market Forecast
    • 11.2.4 South Korea
      • 11.2.4.1 Market Trends
      • 11.2.4.2 Market Forecast
    • 11.2.5 Australia
      • 11.2.5.1 Market Trends
      • 11.2.5.2 Market Forecast
    • 11.2.6 Indonesia
      • 11.2.6.1 Market Trends
      • 11.2.6.2 Market Forecast
    • 11.2.7 Others
      • 11.2.7.1 Market Trends
      • 11.2.7.2 Market Forecast
  • 11.3 Europe
    • 11.3.1 Germany
      • 11.3.1.1 Market Trends
      • 11.3.1.2 Market Forecast
    • 11.3.2 France
      • 11.3.2.1 Market Trends
      • 11.3.2.2 Market Forecast
    • 11.3.3 United Kingdom
      • 11.3.3.1 Market Trends
      • 11.3.3.2 Market Forecast
    • 11.3.4 Italy
      • 11.3.4.1 Market Trends
      • 11.3.4.2 Market Forecast
    • 11.3.5 Spain
      • 11.3.5.1 Market Trends
      • 11.3.5.2 Market Forecast
    • 11.3.6 Russia
      • 11.3.6.1 Market Trends
      • 11.3.6.2 Market Forecast
    • 11.3.7 Others
      • 11.3.7.1 Market Trends
      • 11.3.7.2 Market Forecast
  • 11.4 Latin America
    • 11.4.1 Brazil
      • 11.4.1.1 Market Trends
      • 11.4.1.2 Market Forecast
    • 11.4.2 Mexico
      • 11.4.2.1 Market Trends
      • 11.4.2.2 Market Forecast
    • 11.4.3 Others
      • 11.4.3.1 Market Trends
      • 11.4.3.2 Market Forecast
  • 11.5 Middle East and Africa
    • 11.5.1 Market Trends
    • 11.5.2 Market Breakup by Country
    • 11.5.3 Market Forecast

12 SWOT Analysis

  • 12.1 Overview
  • 12.2 Strengths
  • 12.3 Weaknesses
  • 12.4 Opportunities
  • 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

  • 14.1 Overview
  • 14.2 Bargaining Power of Buyers
  • 14.3 Bargaining Power of Suppliers
  • 14.4 Degree of Competition
  • 14.5 Threat of New Entrants
  • 14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape

  • 16.1 Market Structure
  • 16.2 Key Players
  • 16.3 Profiles of Key Players
    • 16.3.1 3M Company
      • 16.3.1.1 Company Overview
      • 16.3.1.2 Product Portfolio
      • 16.3.1.3 Financials
      • 16.3.1.4 SWOT Analysis
    • 16.3.2 Apple Inc.
      • 16.3.2.1 Company Overview
      • 16.3.2.2 Product Portfolio
      • 16.3.2.3 Financials
      • 16.3.2.4 SWOT Analysis
    • 16.3.3 FUJIFILM Holdings Corporation
      • 16.3.3.1 Company Overview
      • 16.3.3.2 Product Portfolio
      • 16.3.3.3 Financials
      • 16.3.3.4 SWOT Analysis
    • 16.3.4 Google LLC (Alphabet Inc.)
      • 16.3.4.1 Company Overview
      • 16.3.4.2 Product Portfolio
      • 16.3.4.3 Financials
      • 16.3.4.4 SWOT Analysis
    • 16.3.5 Intel Corporation
      • 16.3.5.1 Company Overview
      • 16.3.5.2 Product Portfolio
      • 16.3.5.3 Financials
      • 16.3.5.4 SWOT Analysis
    • 16.3.6 International Business Machines Corporation
      • 16.3.6.1 Company Overview
      • 16.3.6.2 Product Portfolio
      • 16.3.6.3 Financials
      • 16.3.6.4 SWOT Analysis
    • 16.3.7 Meta Platforms Inc.
      • 16.3.7.1 Company Overview
      • 16.3.7.2 Product Portfolio
      • 16.3.7.3 Financials
      • 16.3.7.4 SWOT Analysis
    • 16.3.8 Microsoft Corporation
      • 16.3.8.1 Company Overview
      • 16.3.8.2 Product Portfolio
      • 16.3.8.3 Financials
      • 16.3.8.4 SWOT Analysis
    • 16.3.9 NetBase Solutions Inc.
      • 16.3.9.1 Company Overview
      • 16.3.9.2 Product Portfolio
    • 16.3.10 Nokia Corporation
      • 16.3.10.1 Company Overview
      • 16.3.10.2 Product Portfolio
      • 16.3.10.3 Financials
      • 16.3.10.4 SWOT Analysis
    • 16.3.11 SAS Institute Inc.
      • 16.3.11.1 Company Overview
      • 16.3.11.2 Product Portfolio
      • 16.3.11.3 SWOT Analysis
    • 16.3.12 Verint Systems
      • 16.3.12.1 Company Overview
      • 16.3.12.2 Product Portfolio
      • 16.3.12.3 Financials
      • 16.3.12.4 SWOT Analysis

List of Figures

  • Figure 1: Global: Natural Language Processing Market: Major Drivers and Challenges
  • Figure 2: Global: Natural Language Processing Market: Sales Value (in Billion US$), 2018-2023
  • Figure 3: Global: Natural Language Processing Market Forecast: Sales Value (in Billion US$), 2024-2032
  • Figure 4: Global: Natural Language Processing Market: Breakup by Type (in %), 2023
  • Figure 5: Global: Natural Language Processing Market: Breakup by Technology (in %), 2023
  • Figure 6: Global: Natural Language Processing Market: Breakup by Deployment Mode (in %), 2023
  • Figure 7: Global: Natural Language Processing Market: Breakup by Organization Size (in %), 2023
  • Figure 8: Global: Natural Language Processing Market: Breakup by End User (in %), 2023
  • Figure 9: Global: Natural Language Processing Market: Breakup by Region (in %), 2023
  • Figure 10: Global: Natural Language Processing (Hardware) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 11: Global: Natural Language Processing (Hardware) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 12: Global: Natural Language Processing (Software) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 13: Global: Natural Language Processing (Software) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 14: Global: Natural Language Processing (Services) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 15: Global: Natural Language Processing (Services) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 16: Global: Natural Language Processing (Interactive Voice Response) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 17: Global: Natural Language Processing (Interactive Voice Response) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 18: Global: Natural Language Processing (Optical Character Recognition) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 19: Global: Natural Language Processing (Optical Character Recognition) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 20: Global: Natural Language Processing (Text Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 21: Global: Natural Language Processing (Text Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 22: Global: Natural Language Processing (Speech Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 23: Global: Natural Language Processing (Speech Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 24: Global: Natural Language Processing (Classification and Categorization) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 25: Global: Natural Language Processing (Classification and Categorization) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 26: Global: Natural Language Processing (Pattern and Image Recognition) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 27: Global: Natural Language Processing (Pattern and Image Recognition) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 28: Global: Natural Language Processing (Other Technologies) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 29: Global: Natural Language Processing (Other Technologies) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 30: Global: Natural Language Processing (On-premises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 31: Global: Natural Language Processing (On-premises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 32: Global: Natural Language Processing (Cloud-based) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 33: Global: Natural Language Processing (Cloud-based) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 34: Global: Natural Language Processing (Large Enterprises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 35: Global: Natural Language Processing (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 36: Global: Natural Language Processing (Small and Medium-sized Enterprises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 37: Global: Natural Language Processing (Small and Medium-sized Enterprises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 38: Global: Natural Language Processing (Education) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 39: Global: Natural Language Processing (Education) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 40: Global: Natural Language Processing (BFSI) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 41: Global: Natural Language Processing (BFSI) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 42: Global: Natural Language Processing (Healthcare) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 43: Global: Natural Language Processing (Healthcare) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 44: Global: Natural Language Processing (IT and Telecom) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 45: Global: Natural Language Processing (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 46: Global: Natural Language Processing (Manufacturing and Retail) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 47: Global: Natural Language Processing (Manufacturing and Retail) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 48: Global: Natural Language Processing (Media and Entertainment) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 49: Global: Natural Language Processing (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 50: Global: Natural Language Processing (Other End Users) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 51: Global: Natural Language Processing (Other End Users) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 52: North America: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 53: North America: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 54: United States: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 55: United States: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 56: Canada: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 57: Canada: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 58: Asia-Pacific: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 59: Asia-Pacific: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 60: China: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 61: China: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 62: Japan: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 63: Japan: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 64: India: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 65: India: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 66: South Korea: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 67: South Korea: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 68: Australia: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 69: Australia: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 70: Indonesia: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 71: Indonesia: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 72: Others: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 73: Others: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 74: Europe: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 75: Europe: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 76: Germany: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 77: Germany: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 78: France: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 79: France: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 80: United Kingdom: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 81: United Kingdom: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 82: Italy: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 83: Italy: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 84: Spain: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 85: Spain: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 86: Russia: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 87: Russia: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 88: Others: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 89: Others: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 90: Latin America: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 91: Latin America: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 92: Brazil: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 93: Brazil: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 94: Mexico: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 95: Mexico: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 96: Others: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 97: Others: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 98: Middle East and Africa: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 99: Middle East and Africa: Natural Language Processing Market: Breakup by Country (in %), 2023
  • Figure 100: Middle East and Africa: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 101: Global: Natural Language Processing Industry: SWOT Analysis
  • Figure 102: Global: Natural Language Processing Industry: Value Chain Analysis
  • Figure 103: Global: Natural Language Processing Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Natural Language Processing Market: Key Industry Highlights, 2023 and 2032
  • Table 2: Global: Natural Language Processing Market Forecast: Breakup by Type (in Million US$), 2024-2032
  • Table 3: Global: Natural Language Processing Market Forecast: Breakup by Technology (in Million US$), 2024-2032
  • Table 4: Global: Natural Language Processing Market Forecast: Breakup by Deployment Mode (in Million US$), 2024-2032
  • Table 5: Global: Natural Language Processing Market Forecast: Breakup by Organization Size (in Million US$), 2024-2032
  • Table 6: Global: Natural Language Processing Market Forecast: Breakup by End User (in Million US$), 2024-2032
  • Table 7: Global: Natural Language Processing Market Forecast: Breakup by Region (in Million US$), 2024-2032
  • Table 8: Global: Natural Language Processing Market: Competitive Structure
  • Table 9: Global: Natural Language Processing Market: Key Players