Table of Content

1 Preface

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

3 Executive Summary

4 Introduction
4.1 Overview
4.2 Key Industry Trends

5 Global Education and Learning Analytics Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast

6 Market Breakup by Analytics Type
6.1 Descriptive
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Predictive
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 Prescriptive
6.3.1 Market Trends
6.3.2 Market Forecast

7 Market Breakup by Application
7.1 People Acquisition and Retention
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Curriculum Development and Intervention Management
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 Performance Management
7.3.1 Market Trends
7.3.2 Market Forecast
7.4 Budget and Finance Management
7.4.1 Market Trends
7.4.2 Market Forecast
7.5 Operations Management
7.5.1 Market Trends
7.5.2 Market Forecast
7.6 Others
7.6.1 Market Trends
7.6.2 Market Forecast

8 Market Breakup by Component
8.1 Software
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Services
8.2.1 Market Trends
8.2.2 Market Forecast

9 Market Breakup by Deployment Mode
9.1 On-premises
9.1.1 Market Trends
9.1.2 Market Forecast
9.2 Cloud-based
9.2.1 Market Trends
9.2.2 Market Forecast

10 Market Breakup by End User
10.1 Academic Institutions
10.1.1 Market Trends
10.1.2 Market Forecast
10.2 Enterprises
10.2.1 Market Trends
10.2.2 Market Forecast

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

12 SWOT Analysis
12.1 Overview
12.2 Strengths
12.3 Weaknesses
12.4 Opportunities
12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis
14.1 Overview
14.2 Bargaining Power of Buyers
14.3 Bargaining Power of Suppliers
14.4 Degree of Competition
14.5 Threat of New Entrants
14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape
16.1 Market Structure
16.2 Key Players
16.3 Profiles of Key Players
16.3.1 Alteryx Inc.
16.3.1.1 Company Overview
16.3.1.2 Product Portfolio
16.3.1.3 Financials
16.3.2 Blackboard Inc.
16.3.2.1 Company Overview
16.3.2.2 Product Portfolio
16.3.2.3 SWOT Analysis
16.3.3 G-Cube
16.3.3.1 Company Overview
16.3.3.2 Product Portfolio
16.3.4 Inetsoft Technology Corp.
16.3.4.1 Company Overview
16.3.4.2 Product Portfolio
16.3.5 Information Builders Inc.
16.3.5.1 Company Overview
16.3.5.2 Product Portfolio
16.3.6 iSpring Solutions Inc.
16.3.6.1 Company Overview
16.3.6.2 Product Portfolio
16.3.7 MicroStrategy Incorporated
16.3.7.1 Company Overview
16.3.7.2 Product Portfolio
16.3.7.3 Financials
16.3.7.4 SWOT Analysis
16.3.8 Saba Software Inc. (Cornerstone OnDemand Inc.)
16.3.8.1 Company Overview
16.3.8.2 Product Portfolio
16.3.8.3 SWOT Analysis
16.3.9 SAP SE
16.3.9.1 Company Overview
16.3.9.2 Product Portfolio
16.3.9.3 Financials
16.3.9.4 SWOT Analysis
16.3.10 SAS Institute Inc.
16.3.10.1 Company Overview
16.3.10.2 Product Portfolio
16.3.10.3 SWOT Analysis
16.3.11 Yellowfin Business Intelligence Co.
16.3.11.1 Company Overview
16.3.11.2 Product Portfolio