Big Data Analytics in Education Market by Component, Deployment Model, Application, Sector: Global Opportunity Analysis and Industry Forecast, 2021-2030

Big data and business analytics refer to the process of gathering useful information from large set of structured and unstructured data to discover hidden patterns and analyze real-time information. In addition, big data analytics is majorly adopted by analysts and business users for faster and better decision-making using data that is unstructured & previously inaccessible to improve operational efficiencies & productivity, yield management, and reduce costs. In the education industry, big data is helping educators to track the performance of students and improve their results. For instance, a number of educational institutions are using predictive analytics on the collected data, which gives them insights about future student outcomes.

Multiple benefits of big data in the education sector, increase in internet penetration, and rise in need for improved administrative services along with the need to reduce education costs primarily drive the growth of the global big data analytics in education market. However, high initial investment cost is expected to hamper the market growth. On the contrary, rapid development of communication technologies along with the proliferation of mobile devices and rise in implementation of learning analytics are projected to create lucrative growth opportunities for the market growth.

The global big data analytics in education market is segmented into component, deployment model, application, sector, and region. Depending on component, the market is bifurcated into software and services. On the basis of deployment model, it is categorized into on-premise and cloud. By application, it is segregated into behavior detection, skill assessment, course recommendation, student attrition rate detection, and others. as per sector, the market is fragmented into K-12, preschool, and higher education. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The key players profiled in the big data analytics in education market analysis are Alteryx, Inc., Blackboard Inc., Fintellix Solutions pvt. ltd., LatentView Analytics, International Business Machines Corporation, Microsoft Corporation, Oracle Corporation, SAP SE, SAS Institute Inc., Tableau Software, and TIBCO Software Inc. These players have adopted various strategies to increase their market penetration and strengthen their position in the industry.

KEY BENEFITS FOR STAKEHOLDERS

The study provides an in-depth analysis of the big data analytics in education market along with current trends and future estimations to elucidate imminent investment pockets.
Information about key drivers, restrains, and opportunities and their impact analysis on the market size is provided in the report.
The Porter’s five forces analysis illustrates the potency of buyers and suppliers operating in the industry.
The quantitative analysis of big data analytics in education market for the period 2020–2030 is provided to determine the market potential.

KEY MARKET SEGMENTS

By COMPONENT

Software
Services

By DEPLOYMENT MODEL

On-premise
Cloud

By APPLICATION

Behavior Detection
Skill Assessment
Course Recommendation
Student Attrition Rate Detection
Others

By SECTOR

K-12
Preschool
Higher Education

By REGION

North America
U.S.
Canada
Europe
UK
Germany
France
Rest of Europe
Asia-Pacific
China
India
Japan
Rest of Asia-Pacific
LAMEA
Latin America
Middle East
Africa

KEY MARKET PLAYERS

Alteryx, Inc.
Blackboard Inc.
Fintellix Solutions pvt. ltd.
LatentView Analytics
International Business Machines Corporation
Microsoft Corporation
Oracle Corporation
SAP SE
SAS Institute Inc.
Tableau Software
TIBCO Software Inc.

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CHAPTER 1: INTRODUCTION

1.1. REPORT DESCRIPTION
1.2. KEY BENEFITS FOR STAKEHOLDERS
1.3. KEY MARKET SEGMENTS
1.4. RESEARCH METHODOLOGY
1.4.1. Secondary research
1.4.2. Primary research
1.4.3. Analyst tools & models

CHAPTER 2: EXECUTIVE SUMMARY

2.1. KEY FINDINGS
2.1.1. Top impacting factors
2.1.2. Top investment pockets
2.2. CXO PERSPECTIVE

CHAPTER 3: MARKET OVERVIEW

3.1. MARKET DEFINITION AND SCOPE
3.2. KEY FORCES SHAPING GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET
3.3. MARKET DYNAMICS
3.3.1. Drivers
3.3.1.1. Lucrative benefits of Big Data in education sector
3.3.1.2. Increase in awareness about the changing learning system
3.3.1.3. Rise in investment in education sector to improve administrative services
3.3.2. Restraints
3.3.2.1. High initial investment cost
3.3.3. Opportunities
3.3.3.1. Advent of machine learning and artificial intelligence
3.3.3.2. Surge in adoption of cloud-based learning analytics solution
3.4. IMPACT OF GOVERNMENT REGULATIONS ON THE GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET
3.5. MARKET EVOLUTION/INDUSTRY ROADMAP
3.6. COVID-19 IMPACT ANALYSIS ON BIG DATA ANALYTICS IN EDUCATION MARKET
3.6.1. Impact on market size
3.6.2. Consumer trends, preferences, and budget impact
3.6.3. Economic impact
3.6.4. Strategies to tackle negative impact
3.6.5. Opportunity window

CHAPTER 4: BIG DATA ANALYTICS IN EDUCATION MARKET, BY COMPONENT

4.1. OVERVIEW
4.2. SOFTWARE
4.2.1. Key market trends, growth factors, and opportunities
4.2.2. Market size and forecast, by region
4.2.3. Market analysis, by country
4.3. SERVICES
4.3.1. Key market trends, growth factors, and opportunities
4.3.2. Market size and forecast, by region
4.3.3. Market analysis, by country

CHAPTER 5: BIG DATA ANALYTICS IN EDUCATION MARKET, BY DEPLOYMENT MODEL

5.1. OVERVIEW
5.2. ON-PREMISE
5.2.1. Key market trends, growth factors, and opportunities
5.2.2. Market size and forecast, by region
5.2.3. Market analysis, by country
5.3. CLOUD
5.3.1. Key market trends, growth factors, and opportunities
5.3.2. Market size and forecast, by region
5.3.3. Market analysis, by country

CHAPTER 6: BIG DATA ANALYTICS IN EDUCATION MARKET, BY APPLICATION

6.1. OVERVIEW
6.2. BEHAVIOR DETECTION
6.2.1. Key market trends, growth factors, and opportunities
6.2.2. Market size and forecast, by region
6.2.3. Market analysis, by country
6.3. SKILL ASSESSMENT
6.3.1. Key market trends, growth factors, and opportunities
6.3.2. Market size and forecast, by region
6.3.3. Market analysis, by country
6.4. COURSE RECOMMENDATION
6.4.1. Key market trends, growth factors, and opportunities
6.4.2. Market size and forecast, by region
6.4.3. Market analysis, by country
6.5. STUDENT ATTRITION RATE DETECTION
6.5.1. Key market trends, growth factors, and opportunities
6.5.2. Market size and forecast, by region
6.5.3. Market analysis, by country
6.6. OTHERS
6.6.1. Key market trends, growth factors, and opportunities
6.6.2. Market size and forecast, by region
6.6.3. Market analysis, by country

CHAPTER 7: BIG DATA ANALYTICS IN EDUCATION MARKET, BY SECTOR

7.1. OVERVIEW
7.2. K-12
7.2.1. Key market trends, growth factors, and opportunities
7.2.2. Market size and forecast, by region
7.2.3. Market analysis, by country
7.3. PRESCHOOL
7.3.1. Key market trends, growth factors, and opportunities
7.3.2. Market size and forecast, by region
7.3.3. Market analysis, by country
7.4. HIGHER EDUCATION
7.4.1. Key market trends, growth factors, and opportunities
7.4.2. Market size and forecast, by region
7.4.3. Market analysis, by country

CHAPTER 8: BIG DATA ANALYTICS IN EDUCATION MARKET, BY REGION

8.1. OVERVIEW
8.1.1. Market size and forecast, by region
8.2. NORTH AMERICA
8.2.1. Key market trends, growth factors, and opportunities
8.2.2. Market size and forecast, by component
8.2.3. Market size and forecast, by deployment model
8.2.4. Market size and forecast, by application
8.2.5. Market size and forecast, by sector
8.2.6. Market analysis, by country
8.2.6.1. U.S.
8.2.6.1.1. Market size and forecast, by component
8.2.6.1.2. Market size and forecast, by deployment model
8.2.6.1.3. Market size and forecast, by application
8.2.6.1.4. Market size and forecast, by sector
8.2.6.2. CANADA
8.2.6.2.1. Market size and forecast, by component
8.2.6.2.2. Market size and forecast, by deployment model
8.2.6.2.3. Market size and forecast, by application
8.2.6.2.4. Market size and forecast, by sector
8.3. EUROPE
8.3.1. Key market trends, growth factors, and opportunities
8.3.2. Market size and forecast, by component
8.3.3. Market size and forecast, by deployment model
8.3.4. Market size and forecast, by application
8.3.5. Market size and forecast, by sector
8.3.6. Market analysis, by country
8.3.6.1. UK
8.3.6.1.1. Market size and forecast, by component
8.3.6.1.2. Market size and forecast, by deployment model
8.3.6.1.3. Market size and forecast, by application
8.3.6.1.4. Market size and forecast, by sector
8.3.6.2. GERMANY
8.3.6.2.1. Market size and forecast, by component
8.3.6.2.2. Market size and forecast, by deployment model
8.3.6.2.3. Market size and forecast, by application
8.3.6.2.4. Market size and forecast, by sector
8.3.6.3. FRANCE
8.3.6.3.1. Market size and forecast, by component
8.3.6.3.2. Market size and forecast, by deployment model
8.3.6.3.3. Market size and forecast, by application
8.3.6.3.4. Market size and forecast, by sector
8.3.6.4. REST OF EUROPE
8.3.6.4.1. Market size and forecast, by component
8.3.6.4.2. Market size and forecast, by deployment model
8.3.6.4.3. Market size and forecast, by application
8.3.6.4.4. Market size and forecast, by sector
8.4. ASIA-PACIFIC
8.4.1. Key market trends, growth factors, and opportunities
8.4.2. Market size and forecast, by component
8.4.3. Market size and forecast, by deployment model
8.4.4. Market size and forecast, by application
8.4.5. Market size and forecast, by sector
8.4.6. Market analysis, by country
8.4.6.1. CHINA
8.4.6.1.1. Market size and forecast, by component
8.4.6.1.2. Market size and forecast, by deployment model
8.4.6.1.3. Market size and forecast, by application
8.4.6.1.4. Market size and forecast, by sector
8.4.6.2. INDIA
8.4.6.2.1. Market size and forecast, by component
8.4.6.2.2. Market size and forecast, by deployment model
8.4.6.2.3. Market size and forecast, by application
8.4.6.2.4. Market size and forecast, by sector
8.4.6.3. JAPAN
8.4.6.3.1. Market size and forecast, by component
8.4.6.3.2. Market size and forecast, by deployment model
8.4.6.3.3. Market size and forecast, by application
8.4.6.3.4. Market size and forecast, by sector
8.4.6.4. SOUTH KOREA
8.4.6.4.1. Market size and forecast, by component
8.4.6.4.2. Market size and forecast, by deployment model
8.4.6.4.3. Market size and forecast, by application
8.4.6.4.4. Market size and forecast, by sector
8.4.6.5. REST OF ASIA-PACIFIC
8.4.6.5.1. Market size and forecast, by component
8.4.6.5.2. Market size and forecast, by deployment model
8.4.6.5.3. Market size and forecast, by application
8.4.6.5.4. Market size and forecast, by sector
8.5. LAMEA
8.5.1. Key market trends, growth factors, and opportunities
8.5.2. Market size and forecast, by component
8.5.3. Market size and forecast, by deployment model
8.5.4. Market size and forecast, by application
8.5.5. Market size and forecast, by sector
8.5.6. Market analysis, by country
8.5.6.1. LATIN AMERICA
8.5.6.1.1. Market size and forecast, by component
8.5.6.1.2. Market size and forecast, by deployment model
8.5.6.1.3. Market size and forecast, by application
8.5.6.1.4. Market size and forecast, by sector
8.5.6.2. MIDDLE EAST
8.5.6.2.1. Market size and forecast, by component
8.5.6.2.2. Market size and forecast, by deployment model
8.5.6.2.3. Market size and forecast, by application
8.5.6.2.4. Market size and forecast, by sector
8.5.6.3. AFRICA
8.5.6.3.1. Market size and forecast, by component
8.5.6.3.2. Market size and forecast, by deployment model
8.5.6.3.3. Market size and forecast, by application
8.5.6.3.4. Market size and forecast, by sector

CHAPTER 9: COMPETITIVE LANDSCAPE

9.1. KEY PLAYER POSITIONING ANALYSIS, 2020
9.2. TOP WINNING STRATEGIES
9.3. COMPETITIVE DASHBOARD

CHAPTER 10: COMPANY PROFILE

10.1. ALTERYX, INC.
10.1.1. Company overview
10.1.2. Key executives
10.1.3. Company snapshot
10.1.4. Product portfolio
10.1.5. R&D expenditure
10.1.6. Business performance
10.1.7. Key strategic moves and developments
10.2. BLACKBOARD INC.
10.2.1. Company overview
10.2.2. Key executives
10.2.3. Company snapshot
10.2.4. Product portfolio
10.2.5. Key strategic moves and developments
10.3. FINTELLIX SOLUTIONS PRIVATE LTD.
10.3.1. Company overview
10.3.2. Key executives
10.3.3. Company snapshot
10.3.4. Operating business segments
10.3.5. Product portfolio
10.3.6. Business performance
10.3.7. Key strategic moves and developments
10.4. LATENTVIEW
10.4.1. Company overview
10.4.2. Key executives
10.4.3. Company snapshot
10.4.4. Product portfolio
10.4.5. Key strategic moves and developments
10.5. IBM CORPORATION
10.5.1. Company overview
10.5.2. Key executives
10.5.3. Company snapshot
10.5.4. Operating business segments
10.5.5. Product portfolio
10.5.6. Business performance
10.5.7. Key strategic moves and developments
10.6. MICROSOFT CORPORATION
10.6.1. Company overview
10.6.2. Key executive
10.6.3. Company snapshot
10.6.4. Operating business segments
10.6.5. Product portfolio
10.6.6. R&D expenditure
10.6.7. Business performance
10.6.8. Key strategic moves and developments
10.7. ORACLE CORPORATION
10.7.1. Company overview
10.7.2. Key executive
10.7.3. Company snapshot
10.7.4. Operating business segments
10.7.5. Product portfolio
10.7.6. R&D expenditure
10.7.7. Business performance
10.7.8. Key strategic moves and developments
10.8. SAP SE
10.8.1. Company overview
10.8.2. Key executives
10.8.3. Company snapshot
10.8.4. Product portfolio
10.8.5. R&D expenditure
10.8.6. Business performance
10.8.7. Key strategic moves and developments
10.9. SAS INSTITUTE
10.9.1. Company overview
10.9.2. Key executives.
10.9.3. Company snapshot
10.9.4. Product portfolio
10.9.5. Key strategic moves and developments
10.10. TABLEAU SOFTWARE
10.10.1. Company overview
10.10.2. Key executives
10.10.3. Company snapshot
10.10.4. Product portfolio
10.10.5. R&D expenditure
10.10.6. Business performance
10.10.7. Key strategic moves and developments
10.11. TIBCO SOFTWARE
10.11.1. Company overview
10.11.2. Key executives
10.11.3. Company snapshot
10.11.4. Product portfolio
10.11.5. Key strategic moves and developments

List of Tables

TABLE 01. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 02. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY REGION, 2020–2030 ($MILLION)
TABLE 03. BIG DATA ANALYTICS IN EDUCATION MARKET SERVICE REVENUE, BY REGION, 2020–2030 ($MILLION)
TABLE 04. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020-2030 ($MILLION)
TABLE 05. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR ON-PREMISE, BY REGION, 2020-2030 ($MILLION)
TABLE 06. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR CLOUD, BY REGION, 2020-2030 ($MILLION)
TABLE 07. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020-2030 ($MILLION)
TABLE 08. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR BEHAVIOR DETECTION, BY REGION, 2020-2030 ($MILLION)
TABLE 09. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR SKILL ASSESSMENT, BY REGION, 2020-2030 ($MILLION)
TABLE 10. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR COURSE RECOMMENDATION, BY REGION, 2020-2030 ($MILLION)
TABLE 11. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR STUDENT ATTRITION RATE DETECTION, BY REGION, 2020-2030 ($MILLION)
TABLE 12. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR OTHERS, BY REGION, 2020-2030 ($MILLION)
TABLE 13. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020-2030 ($MILLION)
TABLE 14. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR K-12, BY REGION, 2020-2030 ($MILLION)
TABLE 15. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR PRESCHOOL, BY REGION, 2020-2030 ($MILLION)
TABLE 16. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE FOR HIGHER EDUCATION, BY REGION, 2020-2030 ($MILLION)
TABLE 17. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY REGION, 2020–2030 ($MILLION)
TABLE 18. NORTH AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 19. NORTH AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 20. NORTH AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 21. NORTH AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 22. NORTH AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)
TABLE 23. U.S. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 24. U.S. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 25. U.S. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 26. U.S. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 27. CANADA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 28. CANADA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 29. CANADA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 30. CANADA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 31. EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 32. EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 33. EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 34. EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 35. EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)
TABLE 36. UK BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 37. UK BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 38. UK BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 39. UK BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 40. GERMANY BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 41. GERMANY BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 42. GERMANY BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 43. GERMANY BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 44. FRANCE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 45. FRANCE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 46. FRANCE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 47. FRANCE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 48. REST OF EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 49. REST OF EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 50. REST OF EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 51. REST OF EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 52. ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 53. ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 54. ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 55. ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 56. ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)
TABLE 57. CHINA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 58. CHINA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 59. CHINA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 60. CHINA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 61. INDIA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 62. INDIA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 63. INDIA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 64. INDIA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 65. JAPAN BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 66. JAPAN BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 67. JAPAN BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 68. JAPAN BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 69. SOUTH KOREA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 70. SOUTH KOREA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 71. SOUTH KOREA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 72. SOUTH KOREA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 73. REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 74. REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 75. REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 76. REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 77. LAMEA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 78. LAMEA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 79. LAMEA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 80. LAMEA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 81. LAMEA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)
TABLE 82. LATIN AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 83. LATIN AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 84. LATIN AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 85. LATIN AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 86. MIDDLE EAST BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 87. MIDDLE EAST BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 88. MIDDLE EAST BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 89. MIDDLE EAST BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 90. AFRICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)
TABLE 91. AFRICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY DEPLOYMENT MODEL, 2020–2030 ($MILLION)
TABLE 92. AFRICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)
TABLE 93. AFRICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, BY SECTOR, 2020–2030 ($MILLION)
TABLE 94. ALTERYX, INC.: KEY EXECUTIVES
TABLE 95. ALTERYX, INC.: COMPANY SNAPSHOT
TABLE 96. ALTERYX, INC.: PRODUCT PORTFOLIO
TABLE 97. BLACKBOARD INC.: KEY EXECUTIVES
TABLE 98. BLACKBOARD INC.: COMPANY SNAPSHOT
TABLE 99. BLACKBOARD INC.: PRODUCT PORTFOLIO
TABLE 100. VERISK FINANCIAL (FINTELLIX): KEY EXECUTIVES
TABLE 101. VERISK FINANCIAL (FINTELLIX): COMPANY SNAPSHOT
TABLE 102. VERISK FINANCIAL (FINTELLIX): OPERATING SEGMENTS
TABLE 103. VERISK FINANCIAL (FINTELLIX): PRODUCT PORTFOLIO
TABLE 104. LATENTVIEW: KEY EXECUTIVES
TABLE 105. LATENTVIEW: COMPANY SNAPSHOT
TABLE 106. LATENTVIEW: PRODUCT PORTFOLIO
TABLE 107. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY EXECUTIVES
TABLE 108. INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT
TABLE 109. INTERNATIONAL BUSINESS MACHINES CORPORATION: OPERATING SEGMENTS
TABLE 110. INTERNATIONAL BUSINESS MACHINES CORPORATION: PRODUCT PORTFOLIO
TABLE 111. MICROSOFT CORPORATION: KEY EXECUTIVE
TABLE 112. MICROSOFT CORPORATION: COMPANY SNAPSHOT
TABLE 113. MICROSOFT CORPORATION: OPERATING SEGMENTS
TABLE 114. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
TABLE 115. ORACLE CORPORATION: KEY EXECUTIVE
TABLE 116. ORACLE CORPORATION: COMPANY SNAPSHOT
TABLE 117. ORACLE CORPORATION: OPERATING SEGMENTS
TABLE 118. ORACLE CORPORATION: PRODUCT PORTFOLIO
TABLE 119. SAP SE: KEY EXECUTIVES
TABLE 120. SAP SE: COMPANY SNAPSHOT
TABLE 121. SAP SE: PRODUCT PORTFOLIO
TABLE 122. SAS INSTITUTE, INC.: KEY EXECUTIVES
TABLE 123. SAS INSTITUTE, INC.: COMPANY SNAPSHOT
TABLE 124. SAS INSTITUTE, INC.: PRODUCT PORTFOLIO
TABLE 125. TABLEAU SOFTWARE: KEY EXECUTIVES
TABLE 126. TABLEAU SOFTWARE: COMPANY SNAPSHOT
TABLE 127. TABLEAU SOFTWARE: PRODUCT PORTFOLIO
TABLE 128. TIBCO SOFTWARE INC.: KEY EXECUTIVES
TABLE 129. TIBCO SOFTWARE INC.: COMPANY SNAPSHOT
TABLE 130. TIBCO SOFTWARE INC.: PRODUCT PORTFOLIO

List of Figures

FIGURE 01. KEY MARKET SEGMENTS
FIGURE 02. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET SNAPSHOT, BY SEGMENTATION, 2020–2030
FIGURE 03. BIG DATA ANALYTICS IN EDUCATION MARKET SNAPSHOT, BY REGION, 2020–2030
FIGURE 04. BIG DATA ANALYTICS IN EDUCATION MARKET: TOP IMPACTING FACTOR
FIGURE 05. TOP INVESTMENT POCKETS
FIGURE 06. LOW-TO-HIGH BARGAINING POWER OF SUPPLIERS
FIGURE 07. LOW-TO-HIGH BARGAINING POWER OF BUYERS
FIGURE 08. LOW-TO-MODERATE THREAT OF SUBSTITUTES
FIGURE 09. MODERATE-TO-HIGH THREAT OF NEW ENTRANTS
FIGURE 10. MODERATE-TO-HIGH COMPETITIVE RIVALRY
FIGURE 11. MARKET DYNAMICS
FIGURE 12. MARKET EVOLUTION/INDUSTRY ROADMAP
FIGURE 13. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET, BY COMPONENT, 2020-2030
FIGURE 14. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET, BY COUNTRY, 2020 & 2030(%)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET, BY COUNTRY, 2020 & 2030(%)
FIGURE 16. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET, BY DEPLOYMENT MODEL, 2020-2030
FIGURE 17. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR ON-PREMISE, BY COUNTRY, 2020 & 2030(%)
FIGURE 18. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR CLOUD, BY COUNTRY, 2020 & 2030(%)
FIGURE 19. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET, BY APPLICATION, 2020-2030
FIGURE 20. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR BEHAVIOR DETECTION, BY COUNTRY, 2020 & 2030(%)
FIGURE 21. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR SKILL ASSESSMENT, BY COUNTRY, 2020 & 2030(%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR COURSE RECOMMENDATION, BY COUNTRY, 2020 & 2030(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR STUDENT ATTRITION RATE DETECTION, BY COUNTRY, 2020 & 2030(%)
FIGURE 24. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR OTHERS, BY COUNTRY, 2020 & 2030(%)
FIGURE 25. GLOBAL BIG DATA ANALYTICS IN EDUCATION MARKET, BY APPLICATION, 2020-2030
FIGURE 26. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR K-12, BY COUNTRY, 2020 & 2030(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR PRESCHOOL, BY COUNTRY, 2020 & 2030(%)
FIGURE 28. COMPARATIVE SHARE ANALYSIS OF BIG DATA ANALYTICS IN EDUCATION MARKET FOR HIGHER EDUCATION, BY COUNTRY, 2020 & 2030(%)
FIGURE 29. U.S. BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 30. CANADA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 31. UK BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 32. GERMANY BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 33. FRANCE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 34. REST OF EUROPE BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 35. CHINA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 36. INDIA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 37. JAPAN BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 38. SOUTH KOREA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 39. REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 40. LATIN AMERICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 41. MIDDLE EAST BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 42. AFRICA BIG DATA ANALYTICS IN EDUCATION MARKET REVENUE, 2020-2030 ($MILLION)
FIGURE 43. KEY PLAYER POSITIONING ANLYSIS: GLOBAL BUSINESS ANALYTICS SOFTWARE MARKET
FIGURE 44. TOP WINNING STRATEGIES, BY YEAR, 2017-2020
FIGURE 45. TOP WINNING STRATEGIES, BY DEVELOPMENT, 2017-2020
FIGURE 46. TOP WINNING STRATEGIES, BY COMPANY, 2017-2020
FIGURE 47. COMPETITIVE DASHBOARD
FIGURE 48. COMPETITIVE DASHBOARD
FIGURE 49. COMPETITIVE HEATMAP OF KEY PLAYERS
FIGURE 50. R&D EXPENDITURE, 2018–2020 ($MILLION)
FIGURE 51. ALTERYX, INC.: REVENUE, 2018–2020 ($MILLION)
FIGURE 52. ALTERYX, INC.: REVENUE SHARE BY REGION, 2020 (%)
FIGURE 53. VERISK FINANCIAL (FINTELLIX): REVENUE, 2018–2020 ($MILLION)
FIGURE 54. VERISK FINANCIAL (FINTELLIX): REVENUE SHARE BY SEGMENT, 2020 (%)
FIGURE 55. VERISK FINANCIAL (FINTELLIX): REVENUE SHARE BY REGION, 2020 (%)
FIGURE 56. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE, 2018–2020 ($MILLION)
FIGURE 57. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE SHARE BY SEGMENT, 2020 (%)
FIGURE 58. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE SHARE BY REGION, 2020 (%)
FIGURE 59. R&D EXPENDITURE, 2018–2020 ($MILLION)
FIGURE 60. MICROSOFT CORPORATION: REVENUE, 2018–2020 ($MILLION)
FIGURE 61. MICROSOFT CORPORATION: REVENUE SHARE BY SEGMENT, 2020(%)
FIGURE 62. MICROSOFT CORPORATION: REVENUE SHARE BY REGION, 2020(%)
FIGURE 63. R&D EXPENDITURE, 2018–2020 ($MILLION)
FIGURE 64. ORACLE CORPORATION: REVENUE, 2018–2020 ($MILLION)
FIGURE 65. ORACLE CORPORATION: REVENUE SHARE BY SEGMENT, 2020 (%)
FIGURE 66. ORACLE CORPORATION: REVENUE SHARE BY REGION, 2020 (%)
FIGURE 67. R&D EXPENDITURE, 2018–2020 ($MILLION)
FIGURE 68. SAP SE: REVENUE, 2018–2020 ($MILLION)
FIGURE 69. SAP SE: REVENUE SHARE BY REGION, 2020 (%)
FIGURE 70. R&D EXPENDITURE, 2018–2020 ($MILLION)
FIGURE 71. SALESFORCE, INC.: REVENUE, 2018–2020 ($MILLION)
FIGURE 72. SALESFORCE, INC.: REVENUE SHARE BY REGION, 2020 (%)

Companies Mentioned

Alteryx Inc.
Blackboard Inc.
Fintellix Solutions pvt. ltd.
LatentView Analytics
International Business Machines Corporation
Microsoft Corporation
Oracle Corporation
SAP SE SAS Institute Inc.
Tableau Software
TIBCO Software Inc

Methodology

The analyst offers exhaustive research and analysis based on a wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics, and regional intelligence. The in-house industry experts play an instrumental role in designing analytic tools and models, tailored to the requirements of a particular industry segment. The primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks, and face-to-face interactions.

They are also in professional corporate relations with various companies that allow them greater flexibility for reaching out to industry participants and commentators for interviews and discussions.

They also refer to a broad array of industry sources for their secondary research, which typically include; however, not limited to:

Company SEC filings, annual reports, company websites, broker & financial reports, and investor presentations for competitive scenario and shape of the industry
Scientific and technical writings for product information and related preemptions
Regional government and statistical databases for macro analysis
Authentic news articles and other related releases for market evaluation
Internal and external proprietary databases, key market indicators, and relevant press releases for market estimates and forecast

Furthermore, the accuracy of the data will be analyzed and validated by conducting additional primaries with various industry experts and KOLs. They also provide robust post-sales support to clients.

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KEY BENEFITS FOR STAKEHOLDERS

KEY MARKET SEGMENTS

By COMPONENT

By DEPLOYMENT MODEL

By APPLICATION

By SECTOR

By REGION

KEY MARKET PLAYERS

Table of Contents

Companies Mentioned

Methodology

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