▶ 調査レポート

感情認識及び情緒分析のグローバル市場：規模・現状・予測2019-2025
• 英文タイトル：Global Emotion Recognition and Sentiment Analysis Market Size, Status and Forecast 2019-2025

QYResearchが調査・発行した産業分析レポートです。感情認識及び情緒分析のグローバル市場：規模・現状・予測2019-2025 / Global Emotion Recognition and Sentiment Analysis Market Size, Status and Forecast 2019-2025 / QYR9NV17902資料のイメージです。• レポートコード：QYR9NV17902
• 出版社/出版日：QYResearch / 2019年11月18日
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• レポート形態：英文、PDF、109ページ
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レポート概要
※当調査レポートでは、感情認識及び情緒分析の世界市場について調査・分析し、感情認識及び情緒分析の世界市場規模、市場動向、主要企業別マーケットシェア、主要地域別市場規模、企業プロフィールなどの情報をまとめました。また、セグメント分析では、種類別（自然言語処理、自然言語生成、コンピュータービジョン、深層学習）、用途別（カスタマーサービス、製品/マーケティングリサーチ、ヘルスケア、教育、自動車、ゲーム）、地域別（北米、ヨーロッパ、中国、日本国内、東南アジア、インド、中南米）に区分して市場規模を算出しました。


・レポートの概要
・世界の感情認識及び情緒分析市場動向
・主要企業別マーケットシェア
・感情認識及び情緒分析の種類別市場規模2014-2019
（自然言語処理、自然言語生成、コンピュータービジョン、深層学習）
・感情認識及び情緒分析の用途別市場規模2014-2019
（カスタマーサービス、製品/マーケティングリサーチ、ヘルスケア、教育、自動車、ゲーム）
・感情認識及び情緒分析の北米市場：主要企業・種類別/用途別市場規模
・感情認識及び情緒分析のヨーロッパ市場：主要企業・種類別/用途別市場規模
・感情認識及び情緒分析の中国市場：主要企業・種類別/用途別市場規模
・感情認識及び情緒分析の日本国内市場：主要企業・種類別/用途別市場規模
・感情認識及び情緒分析の東南アジア市場：主要企業・種類別/用途別市場規模
・感情認識及び情緒分析のインド市場：主要企業・種類別/用途別市場規模
・感情認識及び情緒分析の中南米市場：主要企業・種類別/用途別市場規模
・主要企業のプロフィール
（[24]7.ai、Adoreboard、Affectiva、Amazon、Aspect Software、Beyond Verbal、BirdEye、Clarabridge、Cogito、Creative Virtual、EMRAYS Technologies、Expressive、Eyeris、IBM、imperson、Indico、Infegy、IPsoft、Lexalytics、ParallelDots、RealEyes）
・感情認識及び情緒分析の市場規模予測2019-2025
（種類別、用途別、地域別市場予測）
・アナリストの観点・結論
...

Emotion and sentiment analysis is complex because emotion is complex and not very well understood. Emotion can be deceptive and expressed in multiple ways: in our speech intonation, the text of the words we say or write, our facial expressions, body posture, and gestures.These factors create variables in emotion analysis confidence scoring, which must be overcome for most sentiment and emotion analysis use cases to come into full bloom. Despite these challenges, the market for sentiment and emotion analysis has begun to expand.
In 2018, the global Emotion Recognition and Sentiment Analysis market size was xx million US$ and it is expected to reach xx million US$ by the end of 2025, with a CAGR of xx% during 2019-2025.

This report focuses on the global Emotion Recognition and Sentiment Analysis status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Emotion Recognition and Sentiment Analysis development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.

The key players covered in this study
[24]7.ai
Adoreboard
Affectiva
Amazon
Aspect Software
Beyond Verbal
BirdEye
Clarabridge
Cogito
Creative Virtual
EMRAYS Technologies
Expressive
Eyeris
IBM
imperson
Indico
Infegy
IPsoft
Lexalytics
ParallelDots
RealEyes

Market segment by Type, the product can be split into
Natural Language Processing
Natural Language Generation
Computer Vision
Deep Learning

Market segment by Application, split into
Customer Service
Product/Marketing Research
Healthcare
Education
Automotive
Gaming

Market segment by Regions/Countries, this report covers
North America
Europe
China
Japan
Southeast Asia
India
Central & South America

The study objectives of this report are:
To analyze global Emotion Recognition and Sentiment Analysis status, future forecast, growth opportunity, key market and key players.
To present the Emotion Recognition and Sentiment Analysis development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
To strategically profile the key players and comprehensively analyze their development plan and strategies.
To define, describe and forecast the market by product type, market and key regions.

In this study, the years considered to estimate the market size of Emotion Recognition and Sentiment Analysis are as follows:
History Year: 2014-2018
Base Year: 2018
Estimated Year: 2019
Forecast Year 2019 to 2025
For the data information by region, company, type and application, 2018 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

レポート目次

Table of Contents

1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered
1.4 Market Analysis by Type
1.4.1 Global Emotion Recognition and Sentiment Analysis Market Size Growth Rate by Type (2014-2025)
1.4.2 Natural Language Processing
1.4.3 Natural Language Generation
1.4.4 Computer Vision
1.4.5 Deep Learning
1.5 Market by Application
1.5.1 Global Emotion Recognition and Sentiment Analysis Market Share by Application (2017-2025)
1.5.2 Customer Service
1.5.3 Product/Marketing Research
1.5.4 Healthcare
1.5.5 Education
1.5.6 Automotive
1.5.7 Gaming
1.6 Study Objectives
1.7 Years Considered

2 Executive Summary
2.1 Emotion Recognition and Sentiment Analysis Market Size
2.2 Emotion Recognition and Sentiment Analysis Growth Trends by Regions
2.2.1 Emotion Recognition and Sentiment Analysis Market Size by Regions (2019-2025)
2.2.2 Emotion Recognition and Sentiment Analysis Market Share by Regions (2017-2015)
2.3 Industry Trends
2.3.1 Market Top Trends
2.3.2 Market Drivers

3 Key Players
3.1 Emotion Recognition and Sentiment Analysis Revenue by Players (2018-2019)
3.2 Emotion Recognition and Sentiment Analysis Key Players Head office and Area Served
3.3 Key Players Emotion Recognition and Sentiment Analysis Product/Solution/Service
3.4 Date of Enter into Emotion Recognition and Sentiment Analysis Market
3.5 Key Players Emotion Recognition and Sentiment Analysis Funding/Investment Analysis
3.6 Global Key Players Emotion Recognition and Sentiment Analysis Valuation & Market Capitalization
3.7 Mergers & Acquisitions, Expansion Plans

4 Breakdown Data by Type and Application
4.1 Global Emotion Recognition and Sentiment Analysis Market Size by Type (2017-2025)
4.2 Global Emotion Recognition and Sentiment Analysis Market Size by Application (2017-2025)

5 North America
5.1 North America Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
5.2 Emotion Recognition and Sentiment Analysis Key Players in North America
5.3 North America Emotion Recognition and Sentiment Analysis Market Size by Type
5.4 North America Emotion Recognition and Sentiment Analysis Market Size by Application

6 Europe
6.1 Europe Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
6.2 Emotion Recognition and Sentiment Analysis Key Players in Europe
6.3 Europe Emotion Recognition and Sentiment Analysis Market Size by Type
6.4 Europe Emotion Recognition and Sentiment Analysis Market Size by Application

7 China
7.1 China Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
7.2 Emotion Recognition and Sentiment Analysis Key Players in China
7.3 China Emotion Recognition and Sentiment Analysis Market Size by Type
7.4 China Emotion Recognition and Sentiment Analysis Market Size by Application

8 Japan
8.1 Japan Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
8.2 Emotion Recognition and Sentiment Analysis Key Players in Japan
8.3 Japan Emotion Recognition and Sentiment Analysis Market Size by Type
8.4 Japan Emotion Recognition and Sentiment Analysis Market Size by Application

9 Southeast Asia
9.1 Southeast Asia Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
9.2 Emotion Recognition and Sentiment Analysis Key Players in Southeast Asia
9.3 Southeast Asia Emotion Recognition and Sentiment Analysis Market Size by Type
9.4 Southeast Asia Emotion Recognition and Sentiment Analysis Market Size by Application

10 India
10.1 India Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
10.2 Emotion Recognition and Sentiment Analysis Key Players in India
10.3 India Emotion Recognition and Sentiment Analysis Market Size by Type
10.4 India Emotion Recognition and Sentiment Analysis Market Size by Application

11 Central & South America
11.1 Central & South America Emotion Recognition and Sentiment Analysis Market Forecast (2017-2025)
11.2 Emotion Recognition and Sentiment Analysis Key Players in Central & South America
11.3 Central & South America Emotion Recognition and Sentiment Analysis Market Size by Type
11.4 Central & South America Emotion Recognition and Sentiment Analysis Market Size by Application

12 International Players Profiles
12.1 [24]7.ai
12.1.1 [24]7.ai Company Details
12.1.2 Company Description and Business Overview
12.1.3 Emotion Recognition and Sentiment Analysis Introduction
12.1.4 [24]7.ai Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.1.5 [24]7.ai Recent Development
12.2 Adoreboard
12.2.1 Adoreboard Company Details
12.2.2 Company Description and Business Overview
12.2.3 Emotion Recognition and Sentiment Analysis Introduction
12.2.4 Adoreboard Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.2.5 Adoreboard Recent Development
12.3 Affectiva
12.3.1 Affectiva Company Details
12.3.2 Company Description and Business Overview
12.3.3 Emotion Recognition and Sentiment Analysis Introduction
12.3.4 Affectiva Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.3.5 Affectiva Recent Development
12.4 Amazon
12.4.1 Amazon Company Details
12.4.2 Company Description and Business Overview
12.4.3 Emotion Recognition and Sentiment Analysis Introduction
12.4.4 Amazon Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.4.5 Amazon Recent Development
12.5 Aspect Software
12.5.1 Aspect Software Company Details
12.5.2 Company Description and Business Overview
12.5.3 Emotion Recognition and Sentiment Analysis Introduction
12.5.4 Aspect Software Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.5.5 Aspect Software Recent Development
12.6 Beyond Verbal
12.6.1 Beyond Verbal Company Details
12.6.2 Company Description and Business Overview
12.6.3 Emotion Recognition and Sentiment Analysis Introduction
12.6.4 Beyond Verbal Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.6.5 Beyond Verbal Recent Development
12.7 BirdEye
12.7.1 BirdEye Company Details
12.7.2 Company Description and Business Overview
12.7.3 Emotion Recognition and Sentiment Analysis Introduction
12.7.4 BirdEye Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.7.5 BirdEye Recent Development
12.8 Clarabridge
12.8.1 Clarabridge Company Details
12.8.2 Company Description and Business Overview
12.8.3 Emotion Recognition and Sentiment Analysis Introduction
12.8.4 Clarabridge Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.8.5 Clarabridge Recent Development
12.9 Cogito
12.9.1 Cogito Company Details
12.9.2 Company Description and Business Overview
12.9.3 Emotion Recognition and Sentiment Analysis Introduction
12.9.4 Cogito Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.9.5 Cogito Recent Development
12.10 Creative Virtual
12.10.1 Creative Virtual Company Details
12.10.2 Company Description and Business Overview
12.10.3 Emotion Recognition and Sentiment Analysis Introduction
12.10.4 Creative Virtual Revenue in Emotion Recognition and Sentiment Analysis Business (2018-2019))
12.10.5 Creative Virtual Recent Development
12.11 EMRAYS Technologies
12.12 Expressive
12.13 Eyeris
12.14 IBM
12.15 imperson
12.16 Indico
12.17 Infegy
12.18 IPsoft
12.19 Lexalytics
12.20 ParallelDots
12.21 RealEyes

13 Market Dynamics
13.1 Drivers
13.2 Challenges
13.3 Porter’s Five Forces Analysis
13.4 Market Ecosystem and Value Chain Analysis

14 Key Findings in This Report

15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Disclaimer
15.3 Author Details

List of Tables and Figures

Table Emotion Recognition and Sentiment Analysis Key Market Segments
Table Key Players Emotion Recognition and Sentiment Analysis Covered
Table Global Emotion Recognition and Sentiment Analysis Market Size Growth Rate by Type 2019-2025 (Million US$)
Figuer Natural Language Processing Figures
Table Key Players of Natural Language Processing
Figuer Natural Language Generation Figures
Table Key Players of Natural Language Generation
Figuer Computer Vision Figures
Table Key Players of Computer Vision
Figuer Deep Learning Figures
Table Key Players of Deep Learning
Table Global Emotion Recognition and Sentiment Analysis Market Size Growth by Application 2019-2025 (Million US$)
Figure Global Emotion Recognition and Sentiment Analysis Market Share by Application in 2018 & 2025
Figure Customer Service Case Studies
Figure Product/Marketing Research Case Studies
Figure Healthcare Case Studies
Figure Education Case Studies
Figure Automotive Case Studies
Figure Gaming Case Studies
Figure Emotion Recognition and Sentiment Analysis Report Years Considered
Figure Global Emotion Recognition and Sentiment Analysis and Growth Rate 2017-2025 (Million US$)
Table Global Emotion Recognition and Sentiment Analysis Market Size by Regions 2019-2025 (Million US$)
Table Global Emotion Recognition and Sentiment Analysis Market Size by Regions 2017-2025 (Million US$)
Table Global Emotion Recognition and Sentiment Analysis Market Share by Regions 2017-2025
Figure Global Emotion Recognition and Sentiment Analysis Market Share by Regions 2017-2025
Table Market Top Trends
Table Market Use Cases
Table Global Emotion Recognition and Sentiment Analysis Revenue by by Players (2018-2019) (Million US$)
Table Global Emotion Recognition and Sentiment Analysis Market Share by Players (2018-2019)
Figure Global Emotion Recognition and Sentiment Analysis Market Share by by Players in 2018
Table Key Players Head office and Area Served
Table Key Players Emotion Recognition and Sentiment Analysis Product/Solution/Service
Table Date of Enter into Emotion Recognition and Sentiment Analysis Market
Table Global Key Players Emotion Recognition and Sentiment Analysis Funding/Investment Analysis (Million USD)
Table Global Key Players Emotion Recognition and Sentiment Analysis Valuation & Market Capitalization (Million USD)
Table Mergers & Acquisitions, Expansion Plans
Table Global Emotion Recognition and Sentiment Analysis Market Size by Type (2017-2025) (Million US$)
Table Global Emotion Recognition and Sentiment Analysis Market Size Share by Type (2017-2025)
Figure Global Emotion Recognition and Sentiment Analysis Market Size Market Share by Type (2017-2025)
Table Global Emotion Recognition and Sentiment Analysis Market Size by Application (2017-2025) (Million US$)
Table Global Emotion Recognition and Sentiment Analysis Market Size Share by Application (2017-2025)
Figure Global Emotion Recognition and Sentiment Analysis Market Size Market Share by Application (2017-2025)
Figure Global Emotion Recognition and Sentiment Analysis Revenue Market Share by Application in 2018
Figure North America Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table North America Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table North America Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table North America Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table North America Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table North America Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table North America Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Figure Europe Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table Europe Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table Europe Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table Europe Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table Europe Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table Europe Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table Europe Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Figure China Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table China Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table China Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table China Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table China Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table China Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table China Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Figure Japan Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table Japan Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table Japan Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table Japan Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table Japan Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table Japan Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table Japan Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Figure Southeast Asia Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table Southeast Asia Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table Southeast Asia Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table Southeast Asia Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table Southeast Asia Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table Southeast Asia Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table Southeast Asia Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Figure India Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table India Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table India Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table India Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table India Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table India Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table India Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Figure Central & South America Emotion Recognition and Sentiment Analysis Market Size 2017-2025 (Million US$)
Table Central & South America Key Players Emotion Recognition and Sentiment Analysis Revenue (2018-2019) (Million US$)
Table Central & South America Key Players Emotion Recognition and Sentiment Analysis Market Share (2018-2019)
Table Central & South America Emotion Recognition and Sentiment Analysis Market Size by Type 2017-2025 (Million US$)
Table Central & South America Emotion Recognition and Sentiment Analysis Market Share by Type 2017-2025
Table Central & South America Emotion Recognition and Sentiment Analysis Market Size by Application 2017-2025 (Million US$)
Table Central & South America Emotion Recognition and Sentiment Analysis Market Share by Application 2017-2025
Table [24]7.ai Company Details
Table Company Description and Business Overview
Table [24]7.ai Emotion Recognition and Sentiment Analysis Product
Table [24]7.ai Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table [24]7.ai Recent Development
Table Adoreboard Company Details
Table Company Description and Business Overview
Table Adoreboard Emotion Recognition and Sentiment Analysis Product
Table Adoreboard Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Adoreboard Recent Development
Table Affectiva Company Details
Table Company Description and Business Overview
Table Affectiva Emotion Recognition and Sentiment Analysis Product
Table Affectiva Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Affectiva Recent Development
Table Amazon Company Details
Table Company Description and Business Overview
Table Amazon Emotion Recognition and Sentiment Analysis Product
Table Amazon Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Amazon Recent Development
Table Aspect Software Company Details
Table Company Description and Business Overview
Table Aspect Software Emotion Recognition and Sentiment Analysis Product
Table Aspect Software Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Aspect Software Recent Development
Table Beyond Verbal Company Details
Table Company Description and Business Overview
Table Beyond Verbal Emotion Recognition and Sentiment Analysis Product
Table Beyond Verbal Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Beyond Verbal Recent Development
Table BirdEye Company Details
Table Company Description and Business Overview
Table BirdEye Emotion Recognition and Sentiment Analysis Product
Table BirdEye Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table BirdEye Recent Development
Table Clarabridge Company Details
Table Company Description and Business Overview
Table Clarabridge Emotion Recognition and Sentiment Analysis Product
Table Clarabridge Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Clarabridge Recent Development
Table Cogito Company Details
Table Company Description and Business Overview
Table Cogito Emotion Recognition and Sentiment Analysis Product
Table Cogito Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Cogito Recent Development
Table Creative Virtual Company Details
Table Company Description and Business Overview
Table Creative Virtual Emotion Recognition and Sentiment Analysis Product
Table Creative Virtual Revenue in Emotion Recognition and Sentiment Analysis Business 2018 and 2019 (Million US$)
Table Creative Virtual Recent Development
Table EMRAYS Technologies Company Details
Table Expressive Company Details
Table Eyeris Company Details
Table IBM Company Details
Table imperson Company Details
Table Indico Company Details
Table Infegy Company Details
Table IPsoft Company Details
Table Lexalytics Company Details
Table ParallelDots Company Details
Table RealEyes Company Details
Table Key Drivers: Impact Analysis (2019-2025)
Table Key Opportunities
Table Key Challenges
Table Research Programs/Design for This Report
Figure Bottom-up and Top-down Approaches for This Report
Figure Data Triangulation
Figure Key Executives Interviewed
Table Key Data Information from Secondary Sources
Table Key Data Information from Primary Sources

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