1.1. Research Objective
1.2. Scope of the Study
1.3. Definition
2.1. Research Approach
2.2. Data Sources
2.3. Assumptions & Limitations
3.1. Market Snapshot
4.1. Introduction
4.2. Market Classification and Scope
4.3. Industry Value Chain Analysis
4.3.1. Raw Material Procurement Analysis
4.3.2. Sales and Distribution Channel Analysis
4.3.3. Downstream Buyer Analysis
5.1. Market Dynamics
5.1.1. Market Drivers
5.1.2. Market Restraints
5.1.3. Market Opportunities
5.2. Porter’s Five Forces Analysis
5.2.1. Bargaining power of suppliers
5.2.2. Bargaining power of buyers
5.2.3. Threat of substitute
5.2.4. Threat of new entrants
5.2.5. Degree of competition
6.1.1. Company Market Share/Positioning Analysis
6.1.2. Key Strategies Adopted by Players
6.1.3. Vendor Landscape
6.1.3.1. List of Suppliers
6.1.3.2. List of Buyers
7.1. Data Analytics Market, by Component
7.1.1. Software
7.1.1.1. Market Revenue and Forecast
7.1.2. Data Management Tools
7.1.2.1. Market Revenue and Forecast
7.1.3. Data Mining and Warehousing
7.1.3.1. Market Revenue and Forecast
7.1.4. Predictive Analytics Software
7.1.4.1. Market Revenue and Forecast
7.1.5. Visual Analytics Tools
7.1.5.1. Market Revenue and Forecast
7.1.6. Data Discovery & Exploration Tools
7.1.6.1. Market Revenue and Forecast
7.1.7. Reporting Tools & Dashboards
7.1.7.1. Market Revenue and Forecast
7.1.8. Services
7.1.8.1. Market Revenue and Forecast
7.1.9. Managed Services
7.1.9.1. Market Revenue and Forecast
7.1.10. Professional Services
7.1.10.1. Market Revenue and Forecast
8.1. Data Analytics Market, by Type
8.1.1. Descriptive Analytics
8.1.1.1. Market Revenue and Forecast
8.1.2. Diagnostic Analytics
8.1.2.1. Market Revenue and Forecast
8.1.3. Predictive Analytics
8.1.3.1. Market Revenue and Forecast
8.1.4. Prescriptive Analytics
8.1.4.1. Market Revenue and Forecast
8.1.5. Augmented Analytics
8.1.5.1. Market Revenue and Forecast
8.1.6. Real-Time Analytics / Stream Analytics
8.1.6.1. Market Revenue and Forecast
8.1.7. Others
8.1.7.1. Market Revenue and Forecast
9.1. Data Analytics Market, by Deployment Mode
9.1.1. On-Premises
9.1.1.1. Market Revenue and Forecast
9.1.2. Cloud
9.1.2.1. Market Revenue and Forecast
9.1.3. Public Cloud
9.1.3.1. Market Revenue and Forecast
9.1.4. Private Cloud
9.1.4.1. Market Revenue and Forecast
9.1.5. Hybrid Cloud
9.1.5.1. Market Revenue and Forecast
10.1. Data Analytics Market, by Application / Use Case
10.1.1. Customer Analytics
10.1.1.1. Market Revenue and Forecast
10.1.2. Risk Management
10.1.2.1. Market Revenue and Forecast
10.1.3. Sales & Marketing Analytics
10.1.3.1. Market Revenue and Forecast
10.1.4. Supply Chain Analytics
10.1.4.1. Market Revenue and Forecast
10.1.5. Operations & Process Optimization
10.1.5.1. Market Revenue and Forecast
10.1.6. Financial Analytics
10.1.6.1. Market Revenue and Forecast
10.1.7. Fraud Detection & Prevention
10.1.7.1. Market Revenue and Forecast
10.1.8. Human Resource Analytics
10.1.8.1. Market Revenue and Forecast
10.1.9. IT Operations Analytics
10.1.9.1. Market Revenue and Forecast
10.1.10. Product Development & Innovation
10.1.10.1. Market Revenue and Forecast
10.1.11. Others
10.1.11.1. Market Revenue and Forecast
11.1. Data Analytics Market, by Organization Size
11.1.1. Large Enterprises
11.1.1.1. Market Revenue and Forecast
11.1.2. Small & Medium-Sized Enterprises (SMEs)
11.1.2.1. Market Revenue and Forecast
12.1. Data Analytics Market, by Industry Vertical
12.1.1. Banking, Financial Services & Insurance (BFSI)
12.1.1.1. Market Revenue and Forecast
12.1.2. Retail & E-Commerce
12.1.2.1. Market Revenue and Forecast
12.1.3. Healthcare & Life Sciences
12.1.3.1. Market Revenue and Forecast
12.1.4. Manufacturing
12.1.4.1. Market Revenue and Forecast
12.1.6. Telecom & IT
12.1.6.1. Market Revenue and Forecast
12.1.7. Government & Public Sector
12.1.7.1. Market Revenue and Forecast
12.1.8. Energy & Utilities
12.1.8.1. Market Revenue and Forecast
12.1.9. Transportation & Logistics
12.1.9.1. Market Revenue and Forecast
12.1.10. Media & Entertainment
12.1.10.1. Market Revenue and Forecast
12.1.11. Education
12.1.11.1. Market Revenue and Forecast
12.1.12. Hospitality & Travel
12.1.12.1. Market Revenue and Forecast
13.1. Data Analytics Market, by Technology / Analytical Techniques
13.1.1. Big Data Analytics
13.1.1.1. Market Revenue and Forecast
13.1.2. Edge Analytics
13.1.2.1. Market Revenue and Forecast
13.1.3. Text Analytics / Natural Language Processing (NLP)
13.1.3.1. Market Revenue and Forecast
13.1.4. Social Media Analytics
13.1.4.1. Market Revenue and Forecast
13.1.5. Machine Learning & AI-based Analytics
13.1.5.1. Market Revenue and Forecast
14.1. North America
14.1.1. Market Revenue and Forecast, by Component
14.1.2. Market Revenue and Forecast, by Type
14.1.3. Market Revenue and Forecast, by Deployment Mode
14.1.4. Market Revenue and Forecast, by Application / Use Case
14.1.5. Market Revenue and Forecast, by Organization Size
14.1.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.1.7. Market Revenue and Forecast, by Industry Vertical
14.1.8. U.S.
14.1.8.1. Market Revenue and Forecast, by Component
14.1.8.2. Market Revenue and Forecast, by Type
14.1.8.3. Market Revenue and Forecast, by Deployment Mode
14.1.8.4. Market Revenue and Forecast, by Application / Use Case
14.1.8.5. Market Revenue and Forecast, by Organization Size
14.1.8.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.1.8.7. Market Revenue and Forecast, by Industry Vertical
14.1.9. Rest of North America
14.1.9.1. Market Revenue and Forecast, by Component
14.1.9.2. Market Revenue and Forecast, by Type
14.1.9.3. Market Revenue and Forecast, by Deployment Mode
14.1.9.4. Market Revenue and Forecast, by Application / Use Case
14.1.9.5. Market Revenue and Forecast, by Organization Size
14.1.9.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.1.9.7. Market Revenue and Forecast, by Industry Vertical
14.2. Europe
14.2.1. Market Revenue and Forecast, by Component
14.2.2. Market Revenue and Forecast, by Type
14.2.3. Market Revenue and Forecast, by Deployment Mode
14.2.4. Market Revenue and Forecast, by Application / Use Case
14.2.5. Market Revenue and Forecast, by Organization Size
14.2.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.2.7. Market Revenue and Forecast, by Industry Vertical
14.2.8. UK
14.2.8.1. Market Revenue and Forecast, by Component
14.2.8.2. Market Revenue and Forecast, by Type
14.2.8.3. Market Revenue and Forecast, by Deployment Mode
14.2.8.4. Market Revenue and Forecast, by Application / Use Case
14.2.8.5. Market Revenue and Forecast, by Organization Size
14.2.8.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.2.8.7. Market Revenue and Forecast, by Industry Vertical
14.2.9. Germany
14.2.9.1. Market Revenue and Forecast, by Component
14.2.9.2. Market Revenue and Forecast, by Type
14.2.9.3. Market Revenue and Forecast, by Deployment Mode
14.2.9.4. Market Revenue and Forecast, by Application / Use Case
14.2.9.5. Market Revenue and Forecast, by Organization Size
14.2.9.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.2.9.7. Market Revenue and Forecast, by Industry Vertical
14.2.10. France
14.2.10.1. Market Revenue and Forecast, by Component
14.2.10.2. Market Revenue and Forecast, by Type
14.2.10.3. Market Revenue and Forecast, by Deployment Mode
14.2.10.4. Market Revenue and Forecast, by Application / Use Case
14.2.10.5. Market Revenue and Forecast, by Organization Size
14.2.10.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.2.10.7. Market Revenue and Forecast, by Industry Vertical
14.2.11. Rest of Europe
14.2.11.1. Market Revenue and Forecast, by Component
14.2.11.2. Market Revenue and Forecast, by Type
14.2.11.3. Market Revenue and Forecast, by Deployment Mode
14.2.11.4. Market Revenue and Forecast, by Application / Use Case
14.2.11.5. Market Revenue and Forecast, by Organization Size
14.2.11.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.2.11.7. Market Revenue and Forecast, by Industry Vertical
14.3. APAC
14.3.1. Market Revenue and Forecast, by Component
14.3.2. Market Revenue and Forecast, by Type
14.3.3. Market Revenue and Forecast, by Deployment Mode
14.3.4. Market Revenue and Forecast, by Application / Use Case
14.3.5. Market Revenue and Forecast, by Organization Size
14.3.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.3.7. Market Revenue and Forecast, by Industry Vertical
14.3.8. India
14.3.8.1. Market Revenue and Forecast, by Component
14.3.8.2. Market Revenue and Forecast, by Type
14.3.8.3. Market Revenue and Forecast, by Deployment Mode
14.3.8.4. Market Revenue and Forecast, by Application / Use Case
14.3.8.5. Market Revenue and Forecast, by Organization Size
14.3.8.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.3.8.7. Market Revenue and Forecast, by Industry Vertical
14.3.9. China
14.3.9.1. Market Revenue and Forecast, by Component
14.3.9.2. Market Revenue and Forecast, by Type
14.3.9.3. Market Revenue and Forecast, by Deployment Mode
14.3.9.4. Market Revenue and Forecast, by Application / Use Case
14.3.9.5. Market Revenue and Forecast, by Organization Size
14.3.9.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.3.9.7. Market Revenue and Forecast, by Industry Vertical
14.3.10. Japan
14.3.10.1. Market Revenue and Forecast, by Component
14.3.10.2. Market Revenue and Forecast, by Type
14.3.10.3. Market Revenue and Forecast, by Deployment Mode
14.3.10.4. Market Revenue and Forecast, by Application / Use Case
14.3.10.5. Market Revenue and Forecast, by Organization Size
14.3.10.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.3.10.7. Market Revenue and Forecast, by Industry Vertical
14.3.11. Rest of APAC
14.3.11.1. Market Revenue and Forecast, by Component
14.3.11.2. Market Revenue and Forecast, by Type
14.3.11.3. Market Revenue and Forecast, by Deployment Mode
14.3.11.4. Market Revenue and Forecast, by Application / Use Case
14.3.11.5. Market Revenue and Forecast, by Organization Size
14.3.11.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.3.11.7. Market Revenue and Forecast, by Industry Vertical
14.4. MEA
14.4.1. Market Revenue and Forecast, by Component
14.4.2. Market Revenue and Forecast, by Type
14.4.3. Market Revenue and Forecast, by Deployment Mode
14.4.4. Market Revenue and Forecast, by Application / Use Case
14.4.5. Market Revenue and Forecast, by Organization Size
14.4.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.4.7. Market Revenue and Forecast, by Industry Vertical
14.4.8. GCC
14.4.8.1. Market Revenue and Forecast, by Component
14.4.8.2. Market Revenue and Forecast, by Type
14.4.8.3. Market Revenue and Forecast, by Deployment Mode
14.4.8.4. Market Revenue and Forecast, by Application / Use Case
14.4.8.5. Market Revenue and Forecast, by Organization Size
14.4.8.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.4.8.7. Market Revenue and Forecast, by Industry Vertical
14.4.9. North Africa
14.4.9.1. Market Revenue and Forecast, by Component
14.4.9.2. Market Revenue and Forecast, by Type
14.4.9.3. Market Revenue and Forecast, by Deployment Mode
14.4.9.4. Market Revenue and Forecast, by Application / Use Case
14.4.9.5. Market Revenue and Forecast, by Organization Size
14.4.9.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.4.9.7. Market Revenue and Forecast, by Industry Vertical
14.4.10. South Africa
14.4.10.1. Market Revenue and Forecast, by Component
14.4.10.2. Market Revenue and Forecast, by Type
14.4.10.3. Market Revenue and Forecast, by Deployment Mode
14.4.10.4. Market Revenue and Forecast, by Application / Use Case
14.4.10.5. Market Revenue and Forecast, by Organization Size
14.4.10.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.4.10.7. Market Revenue and Forecast, by Industry Vertical
14.4.11. Rest of MEA
14.4.11.1. Market Revenue and Forecast, by Component
14.4.11.2. Market Revenue and Forecast, by Type
14.4.11.3. Market Revenue and Forecast, by Deployment Mode
14.4.11.4. Market Revenue and Forecast, by Application / Use Case
14.4.11.5. Market Revenue and Forecast, by Organization Size
14.4.11.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.4.11.7. Market Revenue and Forecast, by Industry Vertical
14.5. Latin America
14.5.1. Market Revenue and Forecast, by Component
14.5.2. Market Revenue and Forecast, by Type
14.5.3. Market Revenue and Forecast, by Deployment Mode
14.5.4. Market Revenue and Forecast, by Application / Use Case
14.5.5. Market Revenue and Forecast, by Organization Size
14.5.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.5.7. Market Revenue and Forecast, by Industry Vertical
14.5.8. Brazil
14.5.8.1. Market Revenue and Forecast, by Component
14.5.8.2. Market Revenue and Forecast, by Type
14.5.8.3. Market Revenue and Forecast, by Deployment Mode
14.5.8.4. Market Revenue and Forecast, by Application / Use Case
14.5.8.5. Market Revenue and Forecast, by Organization Size
14.5.8.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.5.8.7. Market Revenue and Forecast, by Industry Vertical
14.5.9. Rest of LATAM
14.5.9.1. Market Revenue and Forecast, by Component
14.5.9.2. Market Revenue and Forecast, by Type
14.5.9.3. Market Revenue and Forecast, by Deployment Mode
14.5.9.4. Market Revenue and Forecast, by Application / Use Case
14.5.9.5. Market Revenue and Forecast, by Organization Size
14.5.9.6. Market Revenue and Forecast, by Technology / Analytical Techniques
14.5.9.7. Market Revenue and Forecast, by Industry Vertical
15.1. Alteryx, Inc (US)
15.1.1. Company Overview
15.1.2. Product Offerings
15.1.3. Financial Performance
15.1.4. Recent Initiatives
15.2. IBM Corporation (US)
15.2.1. Company Overview
15.2.2. Product Offerings
15.2.3. Financial Performance
15.2.4. Recent Initiatives
15.3. SiSense Inc (US)
15.3.1. Company Overview
15.3.2. Product Offerings
15.3.3. Financial Performance
15.3.4. Recent Initiatives
15.4. Microsoft (US)
15.4.1. Company Overview
15.4.2. Product Offerings
15.4.3. Financial Performance
15.4.4. Recent Initiatives
15.5. Zoho Corporation Pvt. Ltd. (India)
15.5.1. Company Overview
15.5.2. Product Offerings
15.5.3. Financial Performance
15.5.4. Recent Initiatives
15.6. Oracle (US),
15.6.1. Company Overview
15.6.2. Product Offerings
15.6.3. Financial Performance
15.6.4. Recent Initiatives
15.7. ThoughtSpot, Inc. (US)
15.7.1. Company Overview
15.7.2. Product Offerings
15.7.3. Financial Performance
15.7.4. Recent Initiatives
15.8. SAP SE (Germany),
15.8.1. Company Overview
15.8.2. Product Offerings
15.8.3. Financial Performance
15.8.4. Recent Initiatives
15.9. Mu Sigma (US)
15.9.1. Company Overview
15.9.2. Product Offerings
15.9.3. Financial Performance
15.9.4. Recent Initiatives
15.10. Dell Inc. (US)
15.10.1. Company Overview
15.10.2. Product Offerings
15.10.3. Financial Performance
15.10.4. Recent Initiatives
16.1. Primary Research
16.2. Secondary Research
16.3. Assumptions
17.1. About Us
17.2. Glossary of Terms
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