Key Market Insights
Data analytics in education sector driving the market growth
The rapid adoption of technological advancement along with big data revolution in the education sector has provided numerous learning opportunities for educators, learners, curriculum developers, content creators, and researchers. The adoption of technology has offered many new tools and methods that are assisting learners and developers to optimize learning techniques for teaching and learning. As institutions and corporations possess a wealth of data of their employees and students, they are using these technologies to gain statistical analysis, explanatory, predictive models and gain insights and act on the complex issues. Analytics is providing answers to some of the crucial business questions such as examining trends, patterns, and comparison over time that in return helping institutions and corporations to get help to make strategic decisions based on solid information and its analysis.Moreover, education and learning analytics improving the learning efficiency and effectiveness in the primary, secondary and higher-level studies; which in results, helping the educators, learners, and decision-makers to optimize their course content and skill-up the learners. Furthermore, it is helping to reduce the attrition rate by detecting at-risk students and generate alerts to educators. Also, with analytics learners are personalizing the content with learning processes.
Overall, the global education and learning analytics market was US$ 4,410.9 Mn in 2021 and expected to reach US$ 14,341.8 Mn by 2030, growing at a CAGR of 20.0% from 2022 to 2030.
Tools Segment Analysis
Descriptive analytics segment dominating the market
Based on tools, the descriptive analytics segment captured the highest share of the global education and learning analytics market in 2021. Descriptive analytics provides a summary of facts and figures in an understandable format that can be used for future predictions. The increasing number of companies and institutes are adopting descriptive analytics to search and summarize historical data such as corporate's operations, sales, financial and customer or students and other stakeholders' data to identify patterns and meaning. It is helping these companies to gain a strategic advantage to their competitors.Regional Analysis
North America Dominates the Market by Region
The global education and learning analytics market was dominated by North America, accounting for more than 38% of the market share in the year 2020. Early adoption of the latest technologies has driven the regional market in 2020. In addition, a large number of world-class universities like Stanford and MIT to name a few are situated in the U.S. and around 1.1 million student studies every year in those universities. The high number of foreign students influenced the education institutes and enterprises in the region to adopt analytics to gain a major share of the market. Further, robust IT infrastructure and IT companies like IBM, Microsoft, Oracle, SAP SE that are providing analytics software and services is expected to drive the market till 2030.On the other hand, the Asia Pacific region anticipated showing the fastest growth during the forecasted period. The regional education sector is rapidly catching up with the quality level of western universities and a growing number of young population and their demand for online learning platforms is expected to drive the market in the region. Also, a huge market of Asian economies such as China, India and other ASEAN countries and growing regional IT & Telecom industry and e-commerce have largely impacted the regional growth.
Technological advancement is keeping the market competitive
The global education and learning analytics market is competitive in nature. Some of the prominent players operating in the education and learning analytics are adopting strategies such as partnership with other companies, launching new and advanced software to stay competitive in the global market. Following is the list of players included in the published reports.List of Companies Covered:
- IBM
- Microsoft Corporation
- Oracle Corporation
- SAP SE
- Alteryx Inc.
- Tableau Software
- Blackboard Inc.
- MicroStrategy Inc.
- SAS Institute Inc.
- TIBCO Software Inc.
- QlikTech International AB
- Saba Software
- D2L Corporation
- Watershed Systems, Inc.
- Information Builders
- SkyPrep Inc.
- Mindflash
- Latitude CG, LLC
- G-Cube
- Others
Key Industry Development:
- In February 2021, Microsoft Corporation introduced the DataSense, an integrated Platform as a Service (IPaaS) from leading data analytics organization, BrightBytes. Integration of DataSense into Microsoft providing a single, secure platform that is unlocking the data analytics to schools. This acquisition is providing education solutions for schools, improving interoperability and integrating them into the global market.
- In April 2021, SAS Institute Inc. launched free AI software for teaching and learning. Further, the company has plans to invest in the people that are in academic institutions, corporate professionals. With SAS Viya, are already boosting the career placement rate by its advanced analytics software.
Historical & Forecast Period
This study report represents analysis of each segment from 2020 to 2030 considering 2021 as the base year. Compounded Annual Growth Rate (CAGR) for each of the respective segments estimated for the forecast period of 2022 to 2030.The current report comprises of quantitative market estimations for each micro market for every geographical region and qualitative market analysis such as micro and macro environment analysis, market trends, competitive intelligence, segment analysis, porters five force model, top winning strategies, top investment markets, emerging trends and technological analysis, case studies, strategic conclusions and recommendations and other key market insights.
Research Methodology
The complete research study was conducted in three phases, namely: secondary research, primary research, and expert panel review. key data point that enables the estimation of Education And Learning Analytics market are as follows:- Research and development budgets of manufacturers and government spending
- Revenues of key companies in the market segment
- Number of end users and consumption volume, price and value.
- Geographical revenues generate by countries considered in the report
- Micro and macro environment factors that are currently influencing the Education And Learning Analytics market and their expected impact during the forecast period.
Market Segmentation
Tools
- Descriptive Analytics
- Predictive Analytics
- Prescriptive Analytics
- Others (Content Analytics, Adaptive Learning Analytics, etc.)
Component
- Software
- Services
- Managed Services
- Professional Services
Deployment
- On-premise
- Cloud-based
End-user
- Enterprises
- Academics
Application
- Finance Management
- Operations Management
- Performance Management
- Curriculum Development
- People Acquisition and Retention
Key questions answered in this report
- What are the key micro and macro environmental factors that are impacting the growth of Education And Learning Analytics market?
- What are the key investment pockets with respect to product segments and geographies currently and during the forecast period?
- Estimated forecast and market projections up to 2030.
- Which segment accounts for the fastest CAGR during the forecast period?
- Which market segment holds a larger market share and why?
- Are low and middle-income economies investing in the Education And Learning Analytics market?
- Which is the largest regional market for Education And Learning Analytics market?
- What are the market trends and dynamics in emerging markets such as Asia Pacific, Latin America, and Middle East & Africa?
- Which are the key trends driving Education And Learning Analytics market growth?
- Who are the key competitors and what are their key strategies to enhance their market presence in the Education And Learning Analytics market worldwide?
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Table of Contents
1. Preface1.1. Report Description
1.1.1. Purpose of the Report
1.1.2. Target Audience
1.1.3. Key Offerings
1.2. Market Segmentation
1.3. Research Methodology
1.3.1. Phase I - Secondary Research
1.3.2. Phase II - Primary Research
1.3.3. Phase III - Expert Panel Review
1.3.4. Assumptions
1.3.5. Approach Adopted
2. Executive Summary
2.1. Market Snapshot: Global Education And Learning Analytics Market
2.2. Global Education And Learning Analytics Market, By Tools , 2021 (US$ Million)
2.3. Global Education And Learning Analytics Market, By Component , 2021 (US$ Million)
2.4. Global Education And Learning Analytics Market, By Deployment , 2021 (US$ Million)
2.5. Global Education And Learning Analytics Market, By End-user , 2021 (US$ Million)
2.6. Global Education And Learning Analytics Market, By Application , 2021 (US$ Million)
2.7. Global Education And Learning Analytics Market, By Geography, 2021 (US$ Million)
2.8. Attractive Investment Proposition by Geography, 2021
3. Education And Learning Analytics Market: Competitive Analysis
3.1. Market Positioning of Key Education And Learning Analytics Market Vendors
3.2. Strategies Adopted by Education And Learning Analytics Market Vendors
3.3. Key Industry Strategies
3.4. Tier Analysis 2021 Versus 2030
4. Education And Learning Analytics Market: Macro Analysis & Market Dynamics
4.1. Introduction
4.2. Global Education And Learning Analytics Market Value, 2020 - 2030, (US$ Million)
4.3. Market Dynamics
4.3.1. Market Drivers
4.3.2. Market Restraints
4.3.3. Key Challenges
4.3.4. Key Opportunities
4.4. Impact Analysis of Drivers and Restraints
4.5. See-Saw Analysis
5. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
5.1. Market Overview
5.2. Growth & Revenue Analysis: 2021 Versus 2030
5.3. Market Segmentation
5.3.1. Descriptive Analytics
5.3.2. Predictive Analytics
5.3.3. Prescriptive Analytics
5.3.4. Others (Content Analytics, Adaptive Learning Analytics, etc.)
6. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
6.1. Market Overview
6.2. Growth & Revenue Analysis: 2021 Versus 2030
6.3. Market Segmentation
6.3.1. Software
6.3.2. Services
6.3.2.1. Managed Services
6.3.2.2. Professional Services
7. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
7.1. Market Overview
7.2. Growth & Revenue Analysis: 2021 Versus 2030
7.3. Market Segmentation
7.3.1. On-premise
7.3.2. Cloud-based
8. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
8.1. Market Overview
8.2. Growth & Revenue Analysis: 2021 Versus 2030
8.3. Market Segmentation
8.3.1. Enterprises
8.3.2. Academics
9. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
9.1. Market Overview
9.2. Growth & Revenue Analysis: 2021 Versus 2030
9.3. Market Segmentation
9.3.1. Finance Management
9.3.2. Operations Management
9.3.3. Performance Management
9.3.4. Curriculum Development
9.3.5. People Acquisition and Retention
10. North America Education And Learning Analytics Market, 2020-2030, USD (Million)
10.1. Market Overview
10.2. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
10.3. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
10.4. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
10.5. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
10.6. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
10.7.Education And Learning Analytics Market: By Region, 2020-2030, USD (Million)
10.7.1.North America
10.7.1.1. U.S.
10.7.1.1.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
10.7.1.1.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
10.7.1.1.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
10.7.1.1.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
10.7.1.1.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
10.7.1.2. Canada
10.7.1.2.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
10.7.1.2.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
10.7.1.2.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
10.7.1.2.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
10.7.1.2.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
10.7.1.3. Rest of North America
10.7.1.3.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
10.7.1.3.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
10.7.1.3.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
10.7.1.3.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
10.7.1.3.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11. UK and European Union Education And Learning Analytics Market, 2020-2030, USD (Million)
11.1. Market Overview
11.2. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.3. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.4. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.5. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.6. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11.7.Education And Learning Analytics Market: By Region, 2020-2030, USD (Million)
11.7.1.UK and European Union
11.7.1.1. UK
11.7.1.1.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.7.1.1.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.7.1.1.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.7.1.1.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.7.1.1.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11.7.1.2. Germany
11.7.1.2.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.7.1.2.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.7.1.2.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.7.1.2.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.7.1.2.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11.7.1.3. Spain
11.7.1.3.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.7.1.3.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.7.1.3.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.7.1.3.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.7.1.3.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11.7.1.4. Italy
11.7.1.4.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.7.1.4.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.7.1.4.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.7.1.4.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.7.1.4.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11.7.1.5. France
11.7.1.5.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.7.1.5.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.7.1.5.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.7.1.5.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.7.1.5.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
11.7.1.6. Rest of Europe
11.7.1.6.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
11.7.1.6.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
11.7.1.6.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
11.7.1.6.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
11.7.1.6.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12. Asia Pacific Education And Learning Analytics Market, 2020-2030, USD (Million)
12.1. Market Overview
12.2. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.3. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.4. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.5. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.6. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12.7.Education And Learning Analytics Market: By Region, 2020-2030, USD (Million)
12.7.1.Asia Pacific
12.7.1.1. China
12.7.1.1.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.7.1.1.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.7.1.1.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.7.1.1.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.7.1.1.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12.7.1.2. Japan
12.7.1.2.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.7.1.2.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.7.1.2.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.7.1.2.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.7.1.2.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12.7.1.3. India
12.7.1.3.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.7.1.3.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.7.1.3.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.7.1.3.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.7.1.3.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12.7.1.4. Australia
12.7.1.4.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.7.1.4.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.7.1.4.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.7.1.4.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.7.1.4.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12.7.1.5. South Korea
12.7.1.5.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.7.1.5.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.7.1.5.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.7.1.5.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.7.1.5.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
12.7.1.6. Rest of Asia Pacific
12.7.1.6.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
12.7.1.6.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
12.7.1.6.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
12.7.1.6.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
12.7.1.6.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
13. Latin America Education And Learning Analytics Market, 2020-2030, USD (Million)
13.1. Market Overview
13.2. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
13.3. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
13.4. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
13.5. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
13.6. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
13.7.Education And Learning Analytics Market: By Region, 2020-2030, USD (Million)
13.7.1.Latin America
13.7.1.1. Brazil
13.7.1.1.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
13.7.1.1.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
13.7.1.1.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
13.7.1.1.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
13.7.1.1.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
13.7.1.2. Mexico
13.7.1.2.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
13.7.1.2.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
13.7.1.2.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
13.7.1.2.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
13.7.1.2.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
13.7.1.3. Rest of Latin America
13.7.1.3.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
13.7.1.3.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
13.7.1.3.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
13.7.1.3.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
13.7.1.3.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
14. Middle East and Africa Education And Learning Analytics Market, 2020-2030, USD (Million)
14.1. Market Overview
14.2. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
14.3. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
14.4. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
14.5. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
14.6. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
14.7.Education And Learning Analytics Market: By Region, 2020-2030, USD (Million)
14.7.1.Middle East and Africa
14.7.1.1. GCC
14.7.1.1.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
14.7.1.1.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
14.7.1.1.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
14.7.1.1.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
14.7.1.1.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
14.7.1.2. Africa
14.7.1.2.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
14.7.1.2.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
14.7.1.2.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
14.7.1.2.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
14.7.1.2.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
14.7.1.3. Rest of Middle East and Africa
14.7.1.3.1. Education And Learning Analytics Market: By Tools , 2020-2030, USD (Million)
14.7.1.3.1. Education And Learning Analytics Market: By Component , 2020-2030, USD (Million)
14.7.1.3.1. Education And Learning Analytics Market: By Deployment , 2020-2030, USD (Million)
14.7.1.3.1. Education And Learning Analytics Market: By End-user , 2020-2030, USD (Million)
14.7.1.3.1. Education And Learning Analytics Market: By Application , 2020-2030, USD (Million)
15. Company Profile
15.1. IBM
15.1.1. Company Overview
15.1.2. Financial Performance
15.1.3. Product Portfolio
15.1.4. Strategic Initiatives
15.2. Microsoft Corporation
15.2.1. Company Overview
15.2.2. Financial Performance
15.2.3. Product Portfolio
15.2.4. Strategic Initiatives
15.3. Oracle Corporation
15.3.1. Company Overview
15.3.2. Financial Performance
15.3.3. Product Portfolio
15.3.4. Strategic Initiatives
15.4. SAP SE
15.4.1. Company Overview
15.4.2. Financial Performance
15.4.3. Product Portfolio
15.4.4. Strategic Initiatives
15.5. Alteryx Inc.
15.5.1. Company Overview
15.5.2. Financial Performance
15.5.3. Product Portfolio
15.5.4. Strategic Initiatives
15.6. Tableau Software
15.6.1. Company Overview
15.6.2. Financial Performance
15.6.3. Product Portfolio
15.6.4. Strategic Initiatives
15.7. Blackboard Inc.
15.7.1. Company Overview
15.7.2. Financial Performance
15.7.3. Product Portfolio
15.7.4. Strategic Initiatives
15.8. MicroStrategy Inc.
15.8.1. Company Overview
15.8.2. Financial Performance
15.8.3. Product Portfolio
15.8.4. Strategic Initiatives
15.9. SAS Institute Inc.
15.9.1. Company Overview
15.9.2. Financial Performance
15.9.3. Product Portfolio
15.9.4. Strategic Initiatives
15.10. TIBCO Software Inc.
15.10.1. Company Overview
15.10.2. Financial Performance
15.10.3. Product Portfolio
15.10.4. Strategic Initiatives
15.11. QlikTech International AB
15.11.1. Company Overview
15.11.2. Financial Performance
15.11.3. Product Portfolio
15.11.4. Strategic Initiatives
15.12. Saba Software
15.12.1. Company Overview
15.12.2. Financial Performance
15.12.3. Product Portfolio
15.12.4. Strategic Initiatives
15.13. D2L Corporation
15.13.1. Company Overview
15.13.2. Financial Performance
15.13.3. Product Portfolio
15.13.4. Strategic Initiatives
15.14. Watershed Systems, Inc.
15.14.1. Company Overview
15.14.2. Financial Performance
15.14.3. Product Portfolio
15.14.4. Strategic Initiatives
15.15. Information Builders
15.15.1. Company Overview
15.15.2. Financial Performance
15.15.3. Product Portfolio
15.15.4. Strategic Initiatives
15.16. SkyPrep Inc.
15.16.1. Company Overview
15.16.2. Financial Performance
15.16.3. Product Portfolio
15.16.4. Strategic Initiatives
15.17. Mindflash
15.17.1. Company Overview
15.17.2. Financial Performance
15.17.3. Product Portfolio
15.17.4. Strategic Initiatives
15.18. Latitude CG, LLC
15.18.1. Company Overview
15.18.2. Financial Performance
15.18.3. Product Portfolio
15.18.4. Strategic Initiatives
15.19. G-Cube
15.19.1. Company Overview
15.19.2. Financial Performance
15.19.3. Product Portfolio
15.19.4. Strategic Initiatives
List of Figures
Figure 1 Global Education And Learning Analytics Market: Market Coverage
Figure 2 Research Methodology and Data Sources
Figure 3 Market Size Estimation - Top Down & Bottom-Up Approach
Figure 4 Global Education And Learning Analytics Market: Quality Assurance
Figure 5 Global Education And Learning Analytics Market, By Tools , 2021
Figure 6 Global Education And Learning Analytics Market, By Component , 2021
Figure 7 Global Education And Learning Analytics Market, By Deployment , 2021
Figure 8 Global Education And Learning Analytics Market, By End-user , 2021
Figure 9 Global Education And Learning Analytics Market, By Application , 2021
Figure 10 Global Education And Learning Analytics Market, By Geography, 2021
Figure 11 Market Geographical Opportunity Matrix - Global Education And Learning Analytics Market, 2021
Figure 12 Market Positioning of Key Education And Learning Analytics Market Players, 2021
Figure 13 Global Education And Learning Analytics Market - Tier Analysis - Percentage of Revenues by Tier Level, 2021 Versus 2030
Figure 14 Global Education And Learning Analytics Market, By Tools , 2021 Vs 2030, %
Figure 15 Global Education And Learning Analytics Market, By Component , 2021 Vs 2030, %
Figure 16 Global Education And Learning Analytics Market, By Deployment , 2021 Vs 2030, %
Figure 17 Global Education And Learning Analytics Market, By End-user , 2021 Vs 2030, %
Figure 18 Global Education And Learning Analytics Market, By Application , 2021 Vs 2030, %
Figure 19 U.S. Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 20 Canada Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 21 Rest of North America Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 22 UK Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 23 Germany Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 24 Spain Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 25 Italy Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 26 France Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 27 Rest of Europe Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 28 China Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 29 Japan Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 30 India Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 31 Australia Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 32 South Korea Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 33 Rest of Asia Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 34 Brazil Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 35 Mexico Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 36 Rest of Latin America Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 37 GCC Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 38 Africa Education And Learning Analytics Market (US$ Million), 2020 - 2030
Figure 39 Rest of Middle East and Africa Education And Learning Analytics Market (US$ Million), 2020 - 2030
List of Tables
Table 1 Global Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 2 Global Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 3 Global Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 4 Global Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 5 Global Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 6 Global Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 7 North America Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 8 North America Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 9 North America Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 10 North America Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 11 North America Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 12 North America Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 13 U.S. Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 14 U.S. Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 15 U.S. Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 16 U.S. Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 17 U.S. Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 18 U.S. Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 19 Canada Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 20 Canada Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 21 Canada Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 22 Canada Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 23 Canada Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 24 Canada Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 25 Rest of North America Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 26 Rest of North America Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 27 Rest of North America Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 28 Rest of North America Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 29 Rest of North America Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 30 Rest of North America Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 31 UK and European Union Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 32 UK and European Union Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 33 UK and European Union Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 34 UK and European Union Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 35 UK and European Union Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 36 UK and European Union Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 37 UK Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 38 UK Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 39 UK Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 40 UK Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 41 UK Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 42 UK Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 43 Germany Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 44 Germany Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 45 Germany Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 46 Germany Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 47 Germany Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 48 Germany Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 49 Spain Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 50 Spain Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 51 Spain Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 52 Spain Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 53 Spain Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 54 Spain Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 55 Italy Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 56 Italy Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 57 Italy Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 58 Italy Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 59 Italy Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 60 Italy Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 61 France Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 62 France Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 63 France Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 64 France Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 65 France Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 66 France Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 67 Rest of Europe Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 68 Rest of Europe Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 69 Rest of Europe Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 70 Rest of Europe Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 71 Rest of Europe Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 72 Rest of Europe Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 73 Asia Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 74 Asia Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 75 Asia Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 76 Asia Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 77 Asia Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 78 Asia Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 79 China Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 80 China Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 81 China Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 82 China Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 83 China Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 84 China Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 85 Japan Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 86 Japan Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 87 Japan Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 88 Japan Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 89 Japan Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 90 Japan Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 91 India Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 92 India Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 93 India Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 94 India Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 95 India Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 96 India Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 97 Australia Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 98 Australia Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 99 Australia Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 100 Australia Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 101 Australia Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 102 Australia Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 103 South Korea Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 104 South Korea Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 105 South Korea Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 106 South Korea Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 107 South Korea Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 108 South Korea Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 109 Latin America Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 110 Latin America Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 111 Latin America Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 112 Latin America Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 113 Latin America Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 114 Latin America Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 115 Brazil Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 116 Brazil Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 117 Brazil Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 118 Brazil Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 119 Brazil Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 120 Brazil Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 121 Mexico Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 122 Mexico Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 123 Mexico Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 124 Mexico Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 125 Mexico Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 126 Mexico Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 127 Rest of Latin America Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 128 Rest of Latin America Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 129 Rest of Latin America Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 130 Rest of Latin America Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 131 Rest of Latin America Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 132 Rest of Latin America Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 133 Middle East and Africa Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 134 Middle East and Africa Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 135 Middle East and Africa Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 136 Middle East and Africa Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 137 Middle East and Africa Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 138 Middle East and Africa Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 139 GCC Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 140 GCC Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 141 GCC Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 142 GCC Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 143 GCC Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 144 GCC Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 145 Africa Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 146 Africa Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 147 Africa Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 148 Africa Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 149 Africa Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 150 Africa Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Table 151 Rest of Middle East and Africa Education And Learning Analytics Market By Tools , 2020-2030, USD (Million)
Table 152 Rest of Middle East and Africa Education And Learning Analytics Market By Component , 2020-2030, USD (Million)
Table 153 Rest of Middle East and Africa Education And Learning Analytics Market By Services , 2020-2030, USD (Million)
Table 154 Rest of Middle East and Africa Education And Learning Analytics Market By Deployment , 2020-2030, USD (Million)
Table 155 Rest of Middle East and Africa Education And Learning Analytics Market By End-user , 2020-2030, USD (Million)
Table 156 Rest of Middle East and Africa Education And Learning Analytics Market By Application , 2020-2030, USD (Million)
Companies Mentioned
- IBM
- Microsoft Corporation
- Oracle Corporation
- SAP SE
- Alteryx Inc.
- Tableau Software
- Blackboard Inc.
- MicroStrategy Inc.
- SAS Institute Inc.
- TIBCO Software Inc.
- QlikTech International AB
- Saba Software
- D2L Corporation
- Watershed Systems Inc.
- Information Builders
- SkyPrep Inc.
- Mindflash Latitude CG, LLC
- G-Cube