TABLE OF CONTENTS
1. EXECUTIVE SUMMARY
2. MARKET INTRODUCTION
2.1. Definition
2.2. Scope of the Study
2.2.1. Research Objective
2.2.2. Assumptions
2.2.3. Limitations
3. RESEARCH METHODOLOGY
3.1. Overview
3.2. Data Mining
3.3. Secondary Research
3.4. Primary Research
3.4.1. Primary Interviews and Information Gathering Process
3.4.2. Breakdown of Primary Respondents
3.5. Forecasting Model
3.6. Market Size Estimation
3.6.1. Bottom-Up Approach
3.6.2. Top-Down Approach
3.7. Data Triangulation
3.8. Validation
4. MARKET DYNAMICS
4.1. Overview
4.2. Drivers
4.3. Restraints
4.4. Opportunities
5. MARKET FACTOR ANALYSIS
5.1. Value Chain Analysis
5.2. Porterโs Five Forces Analysis
5.2.1. Bargaining Power of Suppliers
5.2.2. Bargaining Power of Buyers
5.2.3. Threat of New Entrants
5.2.4. Threat of Substitutes
5.2.5. Intensity of Rivalry
5.3. COVID-19 Impact Analysis
5.3.1. Market Impact Analysis
5.3.2. Regional Impact
5.3.3. Opportunity and Threat Analysis
6. NLP IN EDUCATION MARKET, BY TYPE
6.1. Overview
6.2. Cloud Based
6.3. On-premises
7. NLP IN EDUCATION MARKET, BY APPLICATIONS
7.1. Overview
7.2. Business
7.3. Personal
8. NLP IN EDUCATION MARKET, BY REGION
8.1. Overview
8.2. North America
8.2.1. U.S.
8.2.2. Canada
8.3. Europe
8.3.1. Germany
8.3.2. France
8.3.3. U.K
8.3.4. Italy
8.3.5. Spain
8.3.6. Rest of Europe
8.4. Asia-Pacific
8.4.1. China
8.4.2. India
8.4.3. Japan
8.4.4. South Korea
8.4.5. Australia
8.4.6. Rest of Asia-Pacific
8.5. Rest of the World
8.5.1. Middle East
8.5.2. Africa
8.5.3. Latin America
9. COMPETITIVE LANDSCAPE
9.1. Overview
9.2. Competitive Analysis
9.3. Market Share Analysis
9.4. Major Growth Strategy in the NLP in Education Market,
9.5. Competitive Benchmarking
9.6. Leading Players in Terms of Number of Developments in the NLP in Education Market,
9.7. Key developments and Growth Strategies
9.7.1. New PRODUCT Launch/End-Use Deployment
9.7.2. Merger & Acquisitions
9.7.3. Joint Ventures
9.8. Major Players Financial Matrix
9.8.1. Sales & Operating Income, 2022
9.8.2. Major Players R&D Expenditure. 2022
10. COMPANY PROFILES
10.1. IBM
10.1.1. Company Overview
10.1.2. Financial Overview
10.1.3. Product Offered
10.1.4. Key Developments
10.1.5. SWOT Analysis
10.1.6. Key Strategies
10.2. Microsoft
10.2.1. Company Overview
10.2.2. Financial Overview
10.2.3. Product Offered
10.2.4. Key Developments
10.2.5. SWOT Analysis
10.2.6. Key Strategies
10.3. Google
10.3.1. Company Overview
10.3.2. Financial Overview
10.3.3. Product Offered
10.3.4. Key Developments
10.3.5. SWOT Analysis
10.3.6. Key Strategies
10.4. AWs
10.4.1. Company Overview
10.4.2. Financial Overview
10.4.3. Product Offered
10.4.4. Key Developments
10.4.5. SWOT Analysis
10.4.6. Key Strategies
10.5. SAS Institute
10.5.1. Company Overview
10.5.2. Financial Overview
10.5.3. Product Offered
10.5.4. Key Developments
10.5.5. SWOT Analysis
10.5.6. Key Strategies
10.6. Inbenta
10.6.1. Company Overview
10.6.2. Financial Overview
10.6.3. Product Offered
10.6.4. Key Developments
10.6.5. SWOT Analysis
10.6.6. Key Strategies
10.7. Baidu
10.7.1. Company Overview
10.7.2. Financial Overview
10.7.3. Product Offered
10.7.4. Key Developments
10.7.5. SWOT Analysis
10.7.6. Key Strategies
10.8. Welocalize
10.8.1. Company Overview
10.8.2. Financial Overview
10.8.3. Product Offered
10.8.4. Key Developments
10.8.5. SWOT Analysis
10.8.6. Key Strategies
10.9. NICE
10.9.1. Company Overview
10.9.2. Financial Overview
10.9.3. Product Offered
10.9.4. Key Developments
10.9.5. SWOT Analysis
10.9.6. Key Strategies
10.10. ABBYY
10.10.1. Company Overview
10.10.2. Financial Overview
10.10.3. Product Offered
10.10.4. Key Developments
10.10.5. SWOT Analysis
10.10.6. Key Strategies
10.11. Automated Insights
10.11.1. Company Overview
10.11.2. Financial Overview
10.11.3. Product Offered
10.11.4. Key Developments
10.11.5. SWOT Analysis
10.11.6. Key Strategies
10.12. Width.ai
10.12.1. Company Overview
10.12.2. Financial Overview
10.12.3. Product Offered
10.12.4. Key Developments
10.12.5. SWOT Analysis
10.12.6. Key Strategies
10.13. Revolve.ai
10.13.1. Company Overview
10.13.2. Financial Overview
10.13.3. Product Offered
10.13.4. Key Developments
10.13.5. SWOT Analysis
10.13.6. Key Strategies
10.14. Primer.ai
10.14.1. Company Overview
10.14.2. Financial Overview
10.14.3. Product Offered
10.14.4. Key Developments
10.14.5. SWOT Analysis
10.14.6. Key Strategies
10.15. CarnegieLearning
10.15.1. Company Overview
10.15.2. Financial Overview
10.15.3. Product Offered
10.15.4. Key Developments
10.15.5. SWOT Analysis
10.15.6. Key Strategies
10.16. Gecko
10.16.1. Company Overview
10.16.2. Financial Overview
10.16.3. Product Offered
10.16.4. Key Developments
10.16.5. SWOT Analysis
10.16.6. Key Strategies
10.17. lvy.ai
10.17.1. Company Overview
10.17.2. Financial Overview
10.17.3. Product Offered
10.17.4. Key Developments
10.17.5. SWOT Analysis
10.17.6. Key Strategies
10.18. Attivio
10.18.1. Company Overview
10.18.2. Financial Overview
10.18.3. Product Offered
10.18.4. Key Developments
10.18.5. SWOT Analysis
10.18.6. Key Strategies
10.19. Conversica
10.19.1. Company Overview
10.19.2. Financial Overview
10.19.3. Product Offered
10.19.4. Key Developments
10.19.5. SWOT Analysis
10.19.6. Key Strategies
10.20. Avaamo
10.20.1. Company Overview
10.20.2. Financial Overview
10.20.3. Product Offered
10.20.4. Key Developments
10.20.5. SWOT Analysis
10.20.6. Key Strategies
10.21. Aylien
10.21.1. Company Overview
10.21.2. Financial Overview
10.21.3. Product Offered
10.21.4. Key Developments
10.21.5. SWOT Analysis
10.21.6. Key Strategies
10.22. Haptik
10.22.1. Company Overview
10.22.2. Financial Overview
10.22.3. Product Offered
10.22.4. Key Developments
10.22.5. SWOT Analysis
10.22.6. Key Strategies
10.23. Gupshup
10.23.1. Company Overview
10.23.2. Financial Overview
10.23.3. Product Offered
10.23.4. Key Developments
10.23.5. SWOT Analysis
10.23.6. Key Strategies
10.24. Sensforth.ai
10.24.1. Company Overview
10.24.2. Financial Overview
10.24.3. Product Offered
10.24.4. Key Developments
10.24.5. SWOT Analysis
10.24.6. Key Strategies
10.25. Chivox
10.25.1. Company Overview
10.25.2. Financial Overview
10.25.3. Product Offered
10.25.4. Key Developments
10.25.5. SWOT Analysis
10.25.6. Key Strategies
10.26. Cognii
10.26.1. Company Overview
10.26.2. Financial Overview
10.26.3. Product Offered
10.26.4. Key Developments
10.26.5. SWOT Analysis
10.26.6. Key Strategies
11. APPENDIX
11.1. References
11.2. Related Reports
LIST OF TABLES
TABLE 1 NLP IN EDUCATION MARKET, SYNOPSIS, 2018-2032
TABLE 2 NLP IN EDUCATION MARKET, ESTIMATES & FORECAST, 2018-2032 (USD BILLION)
TABLE 3 NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 4 NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 5 NORTH AMERICA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 6 NORTH AMERICA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 7 NORTH AMERICA NLP IN EDUCATION MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 8 U.S. NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 9 U.S. NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 10 CANADA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 11 CANADA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 12 EUROPE NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 13 EUROPE NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 14 EUROPE NLP IN EDUCATION MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 15 GERMANY NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 16 GERMANY NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 17 FRANCE NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 18 FRANCE NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 19 ITALY NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 20 ITALY NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 21 SPAIN NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 22 SPAIN NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 23 U.K NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 24 U.K NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 25 REST OF EUROPE NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 26 REST OF EUROPE NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 27 ASIA PACIFIC NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 28 ASIA PACIFIC NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 29 ASIA PACIFIC NLP IN EDUCATION MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 30 JAPAN NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 31 JAPAN NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 32 CHINA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 33 CHINA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 34 INDIA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 35 INDIA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 36 AUSTRALIA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 37 AUSTRALIA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 38 SOUTH KOREA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 39 SOUTH KOREA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 40 REST OF ASIA-PACIFIC NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 41 REST OF ASIA-PACIFIC NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 42 REST OF WORLD NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 43 REST OF WORLD NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 44 REST OF WORLD NLP IN EDUCATION MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 45 MIDDLE EAST NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 46 MIDDLE EAST NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 47 AFRICA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 48 AFRICA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
TABLE 49 LATIN AMERICA NLP IN EDUCATION MARKET, BY TYPE, 2018-2032 (USD BILLION)
TABLE 50 LATIN AMERICA NLP IN EDUCATION MARKET, BY APPLICATIONS, 2018-2032 (USD BILLION)
LIST OF FIGURES
FIGURE 1 RESEARCH PROCESS
FIGURE 2 MARKET STRUCTURE FOR THE NLP IN EDUCATION MARKET
FIGURE 3 MARKET DYNAMICS FOR THE NLP IN EDUCATION MARKET
FIGURE 4 NLP IN EDUCATION MARKET, SHARE (%), BY TYPE, 2022
FIGURE 5 NLP IN EDUCATION MARKET, SHARE (%), BY APPLICATIONS, 2022
FIGURE 6 NLP IN EDUCATION MARKET, SHARE (%), BY REGION, 2022
FIGURE 7 NORTH AMERICA: NLP IN EDUCATION MARKET, SHARE (%), BY REGION, 2022
FIGURE 8 EUROPE: NLP IN EDUCATION MARKET, SHARE (%), BY REGION, 2022
FIGURE 9 ASIA-PACIFIC: NLP IN EDUCATION MARKET, SHARE (%), BY REGION, 2022
FIGURE 10 REST OF THE WORLD: NLP IN EDUCATION MARKET, SHARE (%), BY REGION, 2022
FIGURE 11 NLP IN EDUCATION MARKET: COMPANY SHARE ANALYSIS, 2022 (%)
FIGURE 12 IBM: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 13 IBM: SWOT ANALYSIS
FIGURE 14 MICROSOFT: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 15 MICROSOFT: SWOT ANALYSIS
FIGURE 16 GOOGLE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 17 GOOGLE: SWOT ANALYSIS
FIGURE 18 AWS: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 19 AWS: SWOT ANALYSIS
FIGURE 20 SAS INSTITUTE.: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 21 SAS INSTITUTE.: SWOT ANALYSIS
FIGURE 22 INBENTA: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 23 INBENTA: SWOT ANALYSIS
FIGURE 24 BAIDU: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 25 BAIDU: SWOT ANALYSIS
FIGURE 26 WELOCALIZE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 27 WELOCALIZE: SWOT ANALYSIS
FIGURE 28 NICE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 29 NICE: SWOT ANALYSIS
FIGURE 30 ABBYY: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 31 ABBYY: SWOT ANALYSIS
FIGURE 32 AUTOMATED INSIGHTS: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 33 AUTOMATED INSIGHTS: SWOT ANALYSIS
FIGURE 34 WIDTH.AI: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 35 WIDTH.AI: SWOT ANALYSIS
FIGURE 36 REVOLVE.AI: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 37 REVOLVE.AI: SWOT ANALYSIS
FIGURE 38 PRIMER.AI: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 39 PRIMER.AI: SWOT ANALYSIS
FIGURE 40 CARNEGIELEARNING: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 41 CARNEGIELEARNING: SWOT ANALYSIS
FIGURE 42 GECKO: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 43 GECKO: SWOT ANALYSIS
FIGURE 44 LVY.AI: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 45 LVY.AI: SWOT ANALYSIS
FIGURE 46 ATTIVIO: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 47 ATTIVIO: SWOT ANALYSIS
FIGURE 48 CONVERSICA: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 49 CONVERSICA: SWOT ANALYSIS
FIGURE 50 AVAAMO: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 51 AVAAMO: SWOT ANALYSIS
FIGURE 52 AYLIEN: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 53 AYLIEN: SWOT ANALYSIS
FIGURE 54 HAPTIK: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 55 HAPTIK: SWOT ANALYSIS
FIGURE 56 GUPSHUP: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 57 GUPSHUP: SWOT ANALYSIS
FIGURE 58 SENSFORTH.AI: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 59 SENSFORTH.AI: SWOT ANALYSIS
FIGURE 60 CHIVOX: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 61 CHIVOX: SWOT ANALYSIS
FIGURE 62 COGNII: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 63 COGNII: SWOT ANALYSIS