Big Data Analytics Market
PUBLISHED: 2021 ID: SMRC20380
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Big Data Analytics Market

Big Data Analytics - Global Market Outlook (2020-2028)

4.8 (55 reviews)
4.8 (55 reviews)
Published: 2021 ID: SMRC20380

This report covers the impact of COVID-19 on this global market
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According to Stratistics MRC, the Global Big Data Analytics Market is accounted for $176.80 billion in 2020 and is expected to reach $453.63 billion by 2028 growing at a CAGR of 12.5% during the forecast period. The growing innovations and technological advancements and rising demands of big data tools in several applications are the factors driving the market growth. However, the security concerns and lack of awareness about the tools and techniques are hampering the growth of the market.

Big data analytics is an inspection of large and varied data sets commonly known as big data to discover hidden patterns. It is also widely used for discovering unknown correlations and some other useful information that can guide organizations to make more informed decisions, improved operational efficiency, and better opportunities.

Based on the end user, the healthcare & lifesciences segment is going to have lucrative growth during the forecast period due to factors such as reduced costs of treatment by detecting disease at an early stage, with which, the patients can be provided with evidence-based medicine by analyzing the past medical history. By geography, North America is going to have high growth during the forecast period, owing to the increasing saturation of big data giants in the region.

Some of the key players profiled in the Big Data Analytics Market include Amazon Web Services, Inc, Cloudera, Inc, Google LLC, Hewlett Packard Enterprise Development LP, Hitachi Vantara Corporation , IBM Corporation, MarkLogic Corporation , Microsoft Corp, New Relic, Inc , Oracle Corp, Pivotal Software, Inc, SAP SE , Sigma Data Systems , Tableau Software, and Teradata Corporation. 

Components Covered:
• Services
• Software
• Solutions 

Organization Sizes Covered:
• Small and Medium Enterprises (SMEs)
• Large-Scale Organizations     

Classifications Covered:
• Content Analytics
• Customer Analytics
• Fraud Detection
• Risk Management   
    
Deployments Covered:
• Cloud-Based
• On-Premises 

Analytic Types Covered:
• Descriptive Analytics
• Diagnostic Analytics
• Predictive Analytics
• Prescriptive Analytics
        
Applications Covered:
• Fraud & Risk Detection  
• Internet of Things (IoT)  
• Linguistic Analytics  
• Machine Learning  
• Merchandising & Supply Chain Analytics  
• Offloading Mainframe  
• Operational Intelligence  
• Pattern Discovery and Analysis  
• Predictive Maintenance  
• Security Intelligence  
• Social Media Analytics  
• User Behaviour Analytics    

End Users Covered:
• Aerospace & Defense
• Automotive
• Banking, Financial Services and Insurance (BFSI) 
• Education
• Energy & Utility
• Government & Intelligence (G & I)
• Healthcare & Lifesciences
• Information Technology (IT) & Telecommunication
• Transportation & Logistics
• Manufacturing
• Media & Entertainment
• Retail 

Sales Channels Covered:
• Online Channel
• Traditional Marketing Channel (Offline)

Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan       
o China       
o India       
o Australia 
o New Zealand
o South Korea
o Rest of Asia Pacific   
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa

What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2019, 2020, 2021, 2025 and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements

Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary       
        
2 Preface     
  
 2.1 Abstract      
 2.2 Stake Holders      
 2.3 Research Scope      
 2.4 Research Methodology      
  2.4.1 Data Mining     
  2.4.2 Data Analysis     
  2.4.3 Data Validation     
  2.4.4 Research Approach     
 2.5 Research Sources      
  2.5.1 Primary Research Sources     
  2.5.2 Secondary Research Sources     
  2.5.3 Assumptions     
        
3 Market Trend Analysis       
 3.1 Introduction      
 3.2 Drivers      
 3.3 Restraints      
 3.4 Opportunities      
 3.5 Threats      
 3.6 Application Analysis      
 3.7 End User Analysis      
 3.8 Emerging Markets      
 3.9 Impact of Covid-19      
        
4 Porters Five Force Analysis       
 4.1 Bargaining power of suppliers      
 4.2 Bargaining power of buyers      
 4.3 Threat of substitutes      
 4.4 Threat of new entrants      
 4.5 Competitive rivalry      
        
5 Global Big Data Analytics Market, By Component       
 5.1 Introduction      
 5.2 Services      
  5.2.1 Consulting & Development Services     
  5.2.2 Managed Services     
  5.2.3 Training & Support Services     
 5.3 Software      
  5.3.1 Analytic and Application Database     
  5.3.2 Analytics Applications     
  5.3.3 Application Infrastructure     
  5.3.4 Data Science     
  5.3.5 Stream Processing     
 5.4 Solutions      
  5.3.1 Application Software     
  5.3.2 Management Software     
  5.3.3 Packaged Software     
  5.3.4 Performance Monitoring Software     
        
6 Global Big Data Analytics Market, By Organization Size       
 6.1 Introduction      
 6.2 Small and Medium Enterprises (SMEs)      
 6.3 Large-Scale Organizations      
        
7 Global Big Data Analytics Market, By Classification       
 7.1 Introduction      
 7.2 Content Analytics      
 7.3 Customer Analytics      
 7.4 Fraud Detection      
 7.5 Risk Management      
        
8 Global Big Data Analytics Market, By Deployment       
 8.1 Introduction      
 8.2 Cloud-Based      
 8.3 On-Premises      
  8.3.1 Hybrid Cloud     
  8.3.2 Private Cloud     
  8.3.3 Public Cloud     
        
9 Global Big Data Analytics Market, By Analytics Type       
 9.1 Introduction      
 9.2 Descriptive Analytics      
 9.3 Diagnostic Analytics      
 9.4 Predictive Analytics      
 9.5 Prescriptive Analytics      
        
10 Global Big Data Analytics Market, By Application       

 10.1 Introduction      
 10.2 Fraud & Risk Detection      
 10.3 Internet of Things (IoT)      
 10.4 Linguistic Analytics      
 10.5 Machine Learning      
 10.6 Merchandising & Supply Chain Analytics      
 10.7 Offloading Mainframe      
 10.8 Operational Intelligence      
 10.9 Pattern Discovery and Analysis      
 10.10 Predictive Maintenance      
 10.11 Security Intelligence      
 10.12 Social Media Analytics      
 10.13 User Behaviour Analytics      
        
11 Global Big Data Analytics Market, By End User       
 11.1 Introduction      
 11.2 Aerospace & Defense      
 11.3 Automotive      
 11.4 Banking, Financial Services and Insurance (BFSI)      
 11.5 Education      
 11.6 Energy & Utility      
 11.7 Government & Intelligence (G & I)      
 11.8 Healthcare & Lifesciences      
 11.9 Information Technology (IT) & Telecommunication      
 11.10 Transportation & Logistics      
 11.11 Manufacturing      
  11.11.1 Discrete Manufacturing     
  11.11.2 Process Manufacturing     
 11.12 Media & Entertainment      
 11.13 Retail      
        
12 Global Big Data Analytics Market, By Sales Channel        
 12.1 Introduction      
 12.2 Online Channel      
 12.3 Traditional Marketing Channel (Offline)      
        
13 Global Big Data Analytics Market, By Geography       
 13.1 Introduction      
 13.2 North America      
  13.2.1 US     
  13.2.2 Canada     
  13.2.3 Mexico     
 13.3 Europe      
  13.3.1 Germany     
  13.3.2 UK     
  13.3.3 Italy     
  13.3.4 France     
  13.3.5 Spain     
  13.3.6 Rest of Europe     
 13.4 Asia Pacific      
  13.4.1 Japan     
  13.4.2 China      
  13.4.3 India     
  13.4.4 Australia     
  13.4.5 New Zealand     
  13.4.6 South Korea     
  13.4.7 Rest of Asia Pacific     
 13.5 South America      
  13.5.1 Argentina     
  13.5.2 Brazil     
  13.5.3 Chile     
  13.5.4 Rest of South America     
 13.6 Middle East & Africa      
  13.6.1 Saudi Arabia     
  13.6.2 UAE     
  13.6.3 Qatar     
  13.6.4 South Africa     
  13.6.5 Rest of Middle East & Africa     
        
14 Key Developments       
 14.1 Agreements, Partnerships, Collaborations and Joint Ventures      
 14.2 Acquisitions & Mergers      
 14.3 New Product Launch      
 14.4 Expansions      
 14.5 Other Key Strategies      
        
15 Company Profiling       
 15.1 Amazon Web Services, Inc      
 15.2 Cloudera, Inc      
 15.3 Google LLC      
 15.4 Hewlett Packard Enterprise Development LP      
 15.5 Hitachi Vantara Corporation      
 15.6 IBM Corporation      
 15.7 MarkLogic Corporation      
 15.8 Microsoft Corp      
 15.9 New Relic, Inc       
 15.10 Oracle Corp      
 15.11 Pivotal Software, Inc      
 15.12 SAP SE      
 15.13 Sigma Data Systems      
 15.14 Tableau Software      
 15.15 Teradata Corporation      


List of Tables        
1 Global Big Data Analytics Market Outlook, By Region (2019-2028) (US $MN)        
2 Global Big Data Analytics Market Outlook, By Component (2019-2028) (US $MN)        
3 Global Big Data Analytics Market Outlook, By Services (2019-2028) (US $MN)        
4 Global Big Data Analytics Market Outlook, By Consulting & Development Services (2019-2028) (US $MN)        
5 Global Big Data Analytics Market Outlook, By Managed Services (2019-2028) (US $MN)        
6 Global Big Data Analytics Market Outlook, By Training & Support Services (2019-2028) (US $MN)        
7 Global Big Data Analytics Market Outlook, By Software (2019-2028) (US $MN)        
8 Global Big Data Analytics Market Outlook, By Analytic and Application Database (2019-2028) (US $MN)        
9 Global Big Data Analytics Market Outlook, By Analytics Applications (2019-2028) (US $MN)        
10 Global Big Data Analytics Market Outlook, By Application Infrastructure (2019-2028) (US $MN)        
11 Global Big Data Analytics Market Outlook, By Data Science (2019-2028) (US $MN)        
12 Global Big Data Analytics Market Outlook, By Stream Processing (2019-2028) (US $MN)        
13 Global Big Data Analytics Market Outlook, By Solution (2019-2028) (US $MN)        
14 Global Big Data Analytics Market Outlook, By Application Software (2019-2028) (US $MN)        
15 Global Big Data Analytics Market Outlook, By Management Software (2019-2028) (US $MN)        
16 Global Big Data Analytics Market Outlook, By Packaged Software (2019-2028) (US $MN)        
17 Global Big Data Analytics Market Outlook, By Performance Monitoring Software (2019-2028) (US $MN)        
18 Global Big Data Analytics Market Outlook, By Organization Size (2019-2028) (US $MN)        
19 Global Big Data Analytics Market Outlook, By Small and Medium Enterprises (SMEs) (2019-2028) (US $MN)        
20 Global Big Data Analytics Market Outlook, By Large-Scale Organizations (2019-2028) (US $MN)        
21 Global Big Data Analytics Market Outlook, By Classification (2019-2028) (US $MN)        
22 Global Big Data Analytics Market Outlook, By Content Analytics (2019-2028) (US $MN)        
23 Global Big Data Analytics Market Outlook, By Customer Analytics (2019-2028) (US $MN)        
24 Global Big Data Analytics Market Outlook, By Fraud Detection (2019-2028) (US $MN)        
25 Global Big Data Analytics Market Outlook, By Risk Management (2019-2028) (US $MN)        
26 Global Big Data Analytics Market Outlook, By Deployment (2019-2028) (US $MN)        
27 Global Big Data Analytics Market Outlook, By Cloud-Based (2019-2028) (US $MN)        
28 Global Big Data Analytics Market Outlook, By On-Premises (2019-2028) (US $MN)        
29 Global Big Data Analytics Market Outlook, By Hybrid Cloud (2019-2028) (US $MN)        
30 Global Big Data Analytics Market Outlook, By Private Cloud (2019-2028) (US $MN)        
31 Global Big Data Analytics Market Outlook, By Public Cloud (2019-2028) (US $MN)        
32 Global Big Data Analytics Market Outlook, By Analytics Type (2019-2028) (US $MN)        
33 Global Big Data Analytics Market Outlook, By Descriptive Analytics (2019-2028) (US $MN)        
34 Global Big Data Analytics Market Outlook, By Diagnostic Analytics (2019-2028) (US $MN)        
35 Global Big Data Analytics Market Outlook, By Predictive Analytics (2019-2028) (US $MN)         
36 Global Big Data Analytics Market Outlook, By Prescriptive Analytics (2019-2028) (US $MN)        
37 Global Big Data Analytics Market Outlook, By Application (2019-2028) (US $MN)        
38 Global Big Data Analytics Market Outlook, By Fraud & Risk Detection (2019-2028) (US $MN)        
39 Global Big Data Analytics Market Outlook, By Internet of Things (IoT) (2019-2028) (US $MN)        
40 Global Big Data Analytics Market Outlook, By Linguistic Analytics (2019-2028) (US $MN)        
41 Global Big Data Analytics Market Outlook, By Machine Learning (2019-2028) (US $MN)        
42 Global Big Data Analytics Market Outlook, By Merchandising & Supply Chain Analytics (2019-2028) (US $MN)        
43 Global Big Data Analytics Market Outlook, By Offloading Mainframe (2019-2028) (US $MN)        
44 Global Big Data Analytics Market Outlook, By Operational Intelligence (2019-2028) (US $MN)        
45 Global Big Data Analytics Market Outlook, By Pattern Discovery and Analysis (2019-2028) (US $MN)        
46 Global Big Data Analytics Market Outlook, By Predictive Maintenance (2019-2028) (US $MN)        
47 Global Big Data Analytics Market Outlook, By Security Intelligence (2019-2028) (US $MN)        
48 Global Big Data Analytics Market Outlook, By Social Media Analytics (2019-2028) (US $MN)        
49 Global Big Data Analytics Market Outlook, By User Behaviour Analytics (2019-2028) (US $MN)        
50 Global Big Data Analytics Market Outlook, By End User (2019-2028) (US $MN)        
51 Global Big Data Analytics Market Outlook, By Aerospace & Defense (2019-2028) (US $MN)        
52 Global Big Data Analytics Market Outlook, By Automotive (2019-2028) (US $MN)        
53 Global Big Data Analytics Market Outlook, By Banking, Financial Services and Insurance (BFSI) (2019-2028) (US $MN)        
54 Global Big Data Analytics Market Outlook, By Education (2019-2028) (US $MN)        
55 Global Big Data Analytics Market Outlook, By Energy & Utility (2019-2028) (US $MN)        
56 Global Big Data Analytics Market Outlook, By Government & Intelligence (G & I) (2019-2028) (US $MN)        
57 Global Big Data Analytics Market Outlook, By Healthcare & Lifesciences (2019-2028) (US $MN)        
58 Global Big Data Analytics Market Outlook, By Information Technology (IT) & Telecommunication (2019-2028) (US $MN)        
59 Global Big Data Analytics Market Outlook, By Transportation & Logistics (2019-2028) (US $MN)        
60 Global Big Data Analytics Market Outlook, By Manufacturing (2019-2028) (US $MN)        
61 Global Big Data Analytics Market Outlook, By Discrete Manufacturing (2019-2028) (US $MN)        
62 Global Big Data Analytics Market Outlook, By Process Manufacturing (2019-2028) (US $MN)        
63 Global Big Data Analytics Market Outlook, By Media & Entertainment (2019-2028) (US $MN)        
64 Global Big Data Analytics Market Outlook, By Retail (2019-2028) (US $MN)        
65 Global Big Data Analytics Market Outlook, By Sales Channel (2019-2028) (US $MN)        
66 Global Big Data Analytics Market Outlook, By Online Channel (2019-2028) (US $MN)        
67 Global Big Data Analytics Market Outlook, By Traditional Marketing Channel (Offline) (2019-2028) (US $MN)        
        
NOTE: Tables for North America, Europe, Asia Pacific, South America and Middle East & Africa are represented in the same manner above.        

List of Figures

RESEARCH METHODOLOGY


Research Methodology

We at Stratistics opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.

Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.

Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.

Data Mining

The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.

Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.

Data Analysis

From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:

  • Product Lifecycle Analysis
  • Competitor analysis
  • Risk analysis
  • Porters Analysis
  • PESTEL Analysis
  • SWOT Analysis

The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.


Data Validation

The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.

We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.

The data validation involves the primary research from the industry experts belonging to:

  • Leading Companies
  • Suppliers & Distributors
  • Manufacturers
  • Consumers
  • Industry/Strategic Consultants

Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.


For more details about research methodology, kindly write to us at info@strategymrc.com

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