Big Data and Business Analytics Market by Component (Hardware, Software, and Service) Deployment Model (On-premise and Cloud), Analytics Tool (Dashboard & Data Visualization, Data Mining & Warehousing, Self-service Tools, Reporting, and Others), Application (Customer Analytics, Supply Chain Analytics, Marketing Analytics, Pricing Analytics, Spatial Analytics, Workforce Analytics, Risk & Credit Analytics, and Transportation Analytics), and Industry Vertical (BFSI, Manufacturing, Healthcare, Government, Energy & Utilities, Transportation, Retail & E-Commerce, IT & Telecom, Education and Others): Global Opportunity Analysis and Industry Forecast, 2020–2027
Big data and business analytics refer to the process of gathering useful information from large set of structured and unstructured data for discovering hidden patterns and analyzing real-time information. In addition, organizations are adopting big data analytics instead of traditional databases to gain a competitive edge over their rivals and to increase their market share. Furthermore, big data analytics is used by researchers, analysts, and business users for faster and better decision-making, using data that was previously inaccessible or unusable. Thus, all these factors collectively contribute toward the growth of the big data and business analytics market.
Surge in adoption of big data analytics software by various organizations to deliver enhanced & faster decision-making and to provide competitive advantage by analyzing and acting upon information in a timely manner significantly boosts the growth of the global big data and business analytics market. In addition, increase in demand for cloud-based big data analytics software among small & medium enterprises positively impacts the growth of the market. However, high implementation cost and dearth of skilled workforce are expected to hamper the market growth. On the contrary, increase in need to gain better insights for business planning and emerging trends such as social media analytics are expected to offer remunerative opportunities for the expansion of the market during the forecast period. Each of these factors is projected to have a definite impact on the growth of the big data and business analytics market.
The global big data and business analytics market is segmented into component, deployment model, analytics tool, application, industry vertical, and region. In terms of component, the market is fragmented into hardware, software, and services. Depending on deployment model, it is bifurcated into on-premise and cloud. On the basis of analytics tool, it is categorized into dashboard & data visualization, data mining & warehousing, self-service tools, reporting, and others. The applications covered in the study include customer analytics, supply chain analytics, marketing analytics, pricing analytics, spatial analytics, workforce analytics, risk & credit analytics, and transportation analytics. As per industry vertical, the market is segregated into BFSI, manufacturing, healthcare, government, energy & utilities, transportation, retail & e-commerce, IT & telecom, education and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.
The key players profiled in the big data and business analytics market analysis are Amazon Web Services, Fair Isaac Corporation, IBM Corporation, Microsoft Corporation, Oracle Corporation, Hewlett Packard Enterprise Development LP, SAP SE, SAS Institute Inc., TIBCO Software Inc., and Teradata Corporation. These players have adopted various strategies to increase their market penetration and strengthen their position in the industry.
KEY BENEFITS FOR STAKEHOLDERS
By Component
Surge in adoption of big data analytics software by various organizations to deliver enhanced & faster decision-making and to provide competitive advantage by analyzing and acting upon information in a timely manner significantly boosts the growth of the global big data and business analytics market. In addition, increase in demand for cloud-based big data analytics software among small & medium enterprises positively impacts the growth of the market. However, high implementation cost and dearth of skilled workforce are expected to hamper the market growth. On the contrary, increase in need to gain better insights for business planning and emerging trends such as social media analytics are expected to offer remunerative opportunities for the expansion of the market during the forecast period. Each of these factors is projected to have a definite impact on the growth of the big data and business analytics market.
The global big data and business analytics market is segmented into component, deployment model, analytics tool, application, industry vertical, and region. In terms of component, the market is fragmented into hardware, software, and services. Depending on deployment model, it is bifurcated into on-premise and cloud. On the basis of analytics tool, it is categorized into dashboard & data visualization, data mining & warehousing, self-service tools, reporting, and others. The applications covered in the study include customer analytics, supply chain analytics, marketing analytics, pricing analytics, spatial analytics, workforce analytics, risk & credit analytics, and transportation analytics. As per industry vertical, the market is segregated into BFSI, manufacturing, healthcare, government, energy & utilities, transportation, retail & e-commerce, IT & telecom, education and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.
The key players profiled in the big data and business analytics market analysis are Amazon Web Services, Fair Isaac Corporation, IBM Corporation, Microsoft Corporation, Oracle Corporation, Hewlett Packard Enterprise Development LP, SAP SE, SAS Institute Inc., TIBCO Software Inc., and Teradata Corporation. 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 global big data and business analytics market forecast along with the current trends and future estimations to elucidate the imminent investment pockets.
- Information about key drivers, restraints, and opportunities and their impact analysis on global market is provided in the report.
- Porter’s five forces analysis illustrates the potency of the buyers and suppliers operating in the industry.
- The quantitative analysis of the market from 2020 to 2027 is provided to determine the market potential.
By Component
- Hardware
- Software
- Service
- On-premise
- Cloud
- Dashboard & Data Visualization
- Data Mining & Warehousing
- Self-service Tools
- Reporting
- Others
- Customer Analytics
- Supply Chain Analytics
- Marketing Analytics
- Pricing Analytics
- Spatial Analytics
- Workforce Analytics
- Risk & Credit Analytics
- Transportation Analytics
- BFSI
- Manufacturing
- Healthcare
- Government
- Energy & Utilities
- Transportation
- Retail & E-commerce
- IT & Telecom
- Education
- Others
- North America
- U.S.
- Canada
- Europe
- UK
- Germany
- France
- Italy
- Spain
- Netherlands
- Rest of Europe
- Asia-Pacific
- China
- India
- Japan
- South Korea
- Australia
- Rest of Asia-Pacific
- LAMEA
- Latin America
- Middle East
- Africa
- Amazon Web Services
- Fair Isaac Corporation
- IBM Corporation
- Microsoft Corporation
- Oracle Corporation
- Hewlett Packard Enterprise Development LP
- SAP SE
- SAS Institute Inc.
- TIBCO Software Inc.
- Teradata Corporation
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 and business analytics market
3.3.Case Studies
3.3.1.CargoSmart adopted Tibco advance analytics solution for improving their decision-making capability by using real-time analysis
3.3.2.Honeywell International Inc. has adopted Expedien Inc’s. data and business analytics platform to increase the productivity, lower risk costs, accelerate growth, and lower the risk of the organizations
3.4.Market dynamics
3.4.1.Drivers
3.4.1.1.Surge in adoption of big data analytics software by multiple organizations
3.4.1.2.Increase in demand for cloud-based big data analytics software among SMEs
3.4.1.3.Numerous benefits provided by big data and business analytics solutions
3.4.2.Restraints
3.4.2.1.High implementation cost
3.4.2.2.Lack of skilled workforce
3.4.3.Opportunities
3.4.3.1.Emerging trends such as social media analytics
3.4.3.2.Increase in need to gain insights for business planning
3.5.Market evolution/Industry roadmap
3.6.Impact of government regulations on the global Big data and business analytics market
3.1.COVID-19 impact analysis on big data and business analytics market
3.1.1.Impact on market size
3.1.2.Consumer trends, preferences, and budget impact
3.1.3.Economic impact
3.1.4.Strategies to tackle negative impact
3.1.5.Opportunity window
CHAPTER 4: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY COMPONENT
4.1.Overview
4.2.Hardware
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.Software
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
4.4.Services
4.4.1.Key market trends, growth factors, and opportunities
4.4.2.Big data and business analytics market, by service type
4.4.2.1.Implementation & integration service
4.4.2.2.Training & support service
4.4.2.3.Consulting service
4.4.3.Market size and forecast, by region
4.4.4.Market analysis, by country
CHAPTER 5: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY DEPLOYMENT MODE
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-Based
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: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY ANALYTICS TOOL
6.1.Overview
6.2.Dashboard & Data Visualization
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.Self-Service Tools
6.3.1.Key market trends, growth factors, and opportunities
6.3.2.Big data and business analytics market, by self-service tools
6.3.2.1.Role-Based Dashboards
6.3.2.2.Data Governance
6.3.2.3.Meta-Data Management
6.3.2.4.Visual Data Exploration
6.3.3.Market size and forecast, by region
6.3.4.Market analysis, by country
6.4.Data Mining & Warehousing
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.Reporting
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: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY APPLICATION
7.1.Overview
7.2.Customer Analytics
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.Supply Chain Analytics
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.Marketing Analytics
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
7.5.Pricing Analytics
7.5.1.Key market trends, growth factors, and opportunities
7.5.2.Market size and forecast, by region
7.5.3.Market analysis, by country
7.6.Spatial analytics
7.6.1.Key market trends, growth factors, and opportunities
7.6.2.Market size and forecast, by region
7.6.3.Market analysis, by country
7.7.Workforce Analytics
7.7.1.Key market trends, growth factors, and opportunities
7.7.2.Market size and forecast, by region
7.7.3.Market analysis, by country
7.8.Risk and credit analytics
7.8.1.Key market trends, growth factors, and opportunities
7.8.2.Market size and forecast, by region
7.8.3.Market analysis, by country
7.9.Transportation Analytics
7.9.1.Key market trends, growth factors, and opportunities
7.9.2.Market size and forecast, by region
7.9.3.Market analysis, by country
CHAPTER 8: BIG DATA AND BUSINESS ANALYTICS MARKET, BY INDUSTRY VERTICAL
8.1.Overview
8.2.BFSI
8.2.1.Key market trends, growth factors, and opportunities
8.2.2.Use cases in BFSI
8.2.3.Market size and forecast, by region
8.2.4.Market analysis, by country
8.3.Manufacturing
8.3.1.Key market trends, growth factors, and opportunities
8.3.2.Use cases in manufacturing
8.3.3.Market size and forecast, by region
8.3.4.Market analysis, by country
8.4.Healthcare
8.4.1.Key market trends, growth factors, and opportunities
8.4.2.Use cases in healthcare
8.4.3.Market size and forecast, by region
8.4.4.Market analysis, by country
8.5.Government
8.5.1.Key market trends, growth factors, and opportunities
8.5.2.Use cases in government
8.5.3.Market size and forecast, by region
8.5.4.Market analysis, by country
8.6.Energy & utilities
8.6.1.Key market trends, growth factors, and opportunities
8.6.2.Use cases in energy & utilities
8.6.3.Market size and forecast, by region
8.6.4.Market analysis, by country
8.7.Transportation
8.7.1.Key market trends, growth factors, and opportunities
8.7.2.Use cases in transportation
8.7.3.Market size and forecast, by region
8.7.4.Market analysis, by country
8.8.Retail & E-commerce
8.8.1.Key market trends, growth factors, and opportunities
8.8.2.Use cases in retail & e-commerce
8.8.3.Market size and forecast, by region
8.8.4.Market analysis, by country
8.9.IT & Telecom
8.9.1.Key market trends, growth factors, and opportunities
8.9.2.Use cases in IT & telecom
8.9.3.Market size and forecast, by region
8.9.4.Market analysis, by country
8.10.Education
8.10.1.Key market trends, growth factors, and opportunities
8.10.2.Use cases in education
8.10.3.Market size and forecast, by region
8.10.4.Market analysis, by country
8.11.Others
8.11.1.Key market trends, growth factors, and opportunities
8.11.2.Use cases in others
8.11.3.Market size and forecast, by region
8.11.4.Market analysis, by country
CHAPTER 9: GLOBAL BIG DATA ANALYTTICS MARKET, BY REGION
9.1.Overview
9.1.1.Market size and forecast, by region
9.2.North America
9.2.1.Key market trends, growth factors, and opportunities
9.2.2.Market size and forecast, by component
9.2.3.Market size and forecast, by deployment model
9.2.4.Market size and forecast, by analytics tool
9.2.5.Market size and forecast, by application
9.2.6.Market size and forecast, by industry vertical
9.2.7.Market analysis, by country
9.2.7.1.U.S.
9.2.7.1.1.Market size and forecast, by component
9.2.7.1.2.Market size and forecast, by deployment model
9.2.7.1.3.Market size and forecast, by analytics tool
9.2.7.1.4.Market size and forecast, by application
9.2.7.1.5.Market size and forecast, by industry vertical
9.2.7.2.Canada
9.2.7.2.1.Market size and forecast, by component
9.2.7.2.2.Market size and forecast, by deployment model
9.2.7.2.3.Market size and forecast, by analytics tool
9.2.7.2.4.Market size and forecast, by application
9.2.7.2.5.Market size and forecast, by industry vertical
9.3.Europe
9.3.1.Key market trends, growth factors, and opportunities
9.3.2.Market size and forecast, by component
9.3.3.Market size and forecast, by deployment model
9.3.4.Market size and forecast, by analytics tool
9.3.5.Market size and forecast, by application
9.3.6.Market size and forecast, by industry vertical
9.3.7.Market analysis, by country
9.3.7.1.UK
9.3.7.1.1.Market size and forecast, by component
9.3.7.1.2.Market size and forecast, by deployment model
9.3.7.1.3.Market size and forecast, by analytics tool
9.3.7.1.4.Market size and forecast, by application
9.3.7.1.5.Market size and forecast, by industry vertical
9.3.7.2.GERMANY
9.3.7.2.1.Market size and forecast, by component
9.3.7.2.2.Market size and forecast, by deployment model
9.3.7.2.3.Market size and forecast, by analytics tool
9.3.7.2.4.Market size and forecast, by application
9.3.7.2.5.Market size and forecast, by industry vertical
9.3.7.3.FRANCE
9.3.7.3.1.Market size and forecast, by component
9.3.7.3.2.Market size and forecast, by deployment model
9.3.7.3.3.Market size and forecast, by analytics tool
9.3.7.3.4.Market size and forecast, by application
9.3.7.3.5.Market size and forecast, by industry vertical
9.3.7.4.ITALY
9.3.7.4.1.Market size and forecast, by component
9.3.7.4.2.Market size and forecast, by deployment model
9.3.7.4.3.Market size and forecast, by analytics tool
9.3.7.4.4.Market size and forecast, by application
9.3.7.4.5.Market size and forecast, by industry vertical
9.3.7.5.SPAIN
9.3.7.5.1.Market size and forecast, by component
9.3.7.5.2.Market size and forecast, by deployment model
9.3.7.5.3.Market size and forecast, by analytics tool
9.3.7.5.4.Market size and forecast, by application
9.3.7.5.5.Market size and forecast, by industry vertical
9.3.7.6.NETHERLANDS
9.3.7.6.1.Market size and forecast, by component
9.3.7.6.2.Market size and forecast, by deployment model
9.3.7.6.3.Market size and forecast, by analytics tool
9.3.7.6.4.Market size and forecast, by application
9.3.7.6.5.Market size and forecast, by industry vertical
9.3.7.7.REST OF EUROPE
9.3.7.7.1.Market size and forecast, by component
9.3.7.7.2.Market size and forecast, by deployment model
9.3.7.7.3.Market size and forecast, by analytics tool
9.3.7.7.4.Market size and forecast, by application
9.3.7.7.5.Market size and forecast, by industry vertical
9.4.Asia-Pacific
9.4.1.Key market trends, growth factors, and opportunities
9.4.2.Market size and forecast, by component
9.4.3.Market size and forecast, by deployment model
9.4.4.Market size and forecast, by analytics tool
9.4.5.Market size and forecast, by application
9.4.6.Market size and forecast, by industry vertical
9.4.7.Market analysis, by country
9.4.7.1.CHINA
9.4.7.1.1.Market size and forecast, by component
9.4.7.1.2.Market size and forecast, by deployment model
9.4.7.1.3.Market size and forecast, by analytics tool
9.4.7.1.4.Market size and forecast, by application
9.4.7.1.5.Market size and forecast, by industry vertical
9.4.7.2.INDIA
9.4.7.2.1.Market size and forecast, by component
9.4.7.2.2.Market size and forecast, by deployment model
9.4.7.2.3.Market size and forecast, by analytics tool
9.4.7.2.4.Market size and forecast, by application
9.4.7.2.5.Market size and forecast, by industry vertical
9.4.7.3.JAPAN
9.4.7.3.1.Market size and forecast, by component
9.4.7.3.2.Market size and forecast, by deployment model
9.4.7.3.3.Market size and forecast, by analytics tool
9.4.7.3.4.Market size and forecast, by application
9.4.7.3.5.Market size and forecast, by industry vertical
9.4.7.4.AUSTRALIA
9.4.7.4.1.Market size and forecast, by component
9.4.7.4.2.Market size and forecast, by deployment model
9.4.7.4.3.Market size and forecast, by analytics tool
9.4.7.4.4.Market size and forecast, by application
9.4.7.4.5.Market size and forecast, by industry vertical
9.4.7.5.SOUTH KOREA
9.4.7.5.1.Market size and forecast, by component
9.4.7.5.2.Market size and forecast, by deployment model
9.4.7.5.3.Market size and forecast, by analytics tool
9.4.7.5.4.Market size and forecast, by application
9.4.7.5.5.Market size and forecast, by industry vertical
9.4.7.6.REST OF ASIA-PACIFIC
9.4.7.6.1.Market size and forecast, by component
9.4.7.6.2.Market size and forecast, by deployment model
9.4.7.6.3.Market size and forecast, by analytics tool
9.4.7.6.4.Market size and forecast, by application
9.4.7.6.5.Market size and forecast, by industry vertical
9.5.LAMEA
9.5.1.Key market trends, growth factors, and opportunities
9.5.2.Market size and forecast, by component
9.5.3.Market size and forecast, by deployment model
9.5.4.Market size and forecast, by analytics tool
9.5.5.Market size and forecast, by application
9.5.6.Market size and forecast, by industry vertical
9.5.7.Market analysis, by country
9.5.7.1.LATIN AMERICA
9.5.7.1.1.Market size and forecast, by component
9.5.7.1.2.Market size and forecast, by deployment model
9.5.7.1.3.Market size and forecast, by analytics tool
9.5.7.1.4.Market size and forecast, by application
9.5.7.1.5.Market size and forecast, by industry vertical
9.5.7.2.MIDDLE EAST
9.5.7.2.1.Market size and forecast, by component
9.5.7.2.2.Market size and forecast, by deployment model
9.5.7.2.3.Market size and forecast, by analytics tool
9.5.7.2.4.Market size and forecast, by application
9.5.7.2.5.Market size and forecast, by industry vertical
9.5.7.3.AFRICA
9.5.7.3.1.Market size and forecast, by component
9.5.7.3.2.Market size and forecast, by deployment model
9.5.7.3.3.Market size and forecast, by analytics tool
9.5.7.3.4.Market size and forecast, by application
9.5.7.3.5.Market size and forecast, by industry vertical
CHAPTER 10: COMPANY PROFILE
10.1.AMAZON WEB SERVICES, INC.
10.1.1.Company overview
10.1.2.Key executives
10.1.3.Company snapshot
10.1.4.Operating business segments
10.1.5.Product portfolio
10.1.6.Business performance
10.1.7.Key strategic moves and developments
10.2.FAIR ISAAC CORPORATION
10.2.1.Company overview
10.2.2.Key Executives
10.2.3.Company snapshot
10.2.4.Operating business segments
10.2.5.Product portfolio
10.2.6.R&D Expenditure
10.2.7.Business performance
10.2.8.Key strategic moves and developments
10.3.HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
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.R&D expenditure
10.3.7.Business performance
10.3.8.Key strategic moves and developments
10.4.INTERNATIONAL BUSINESS MACHINES CORPORATION
10.4.1.Company overview
10.4.2.Key Executives
10.4.3.Company snapshot
10.4.4.Operating business segments
10.4.5.Product portfolio
10.4.6.R&D Expenditure
10.4.7.Business performance
10.4.8.Key strategic moves and developments
10.5.MICROSOFT 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.R&D expenditure
10.5.7.Business performance
10.5.8.Key strategic moves and developments
10.6.ORACLE CORPORATION
10.6.1.Company overview
10.6.2.Key Executives
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.SAP SE
10.7.1.Company overview
10.7.2.Key Executives
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.SAS INSTITUTE INC.
10.8.1.Company overview
10.8.2.Key Executives
10.8.3.Company snapshot
10.8.4.Product portfolio
10.8.5.Business performance
10.8.6.Key strategic moves and developments
10.9.TIBCO SOFTWARE INC.
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.TERADATA CORPORATION
10.10.1.Company overview
10.10.2.Key Executives
10.10.3.Company snapshot
10.10.4.Product portfolio
10.10.5.Key strategic moves and developments
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 and business analytics market
3.3.Case Studies
3.3.1.CargoSmart adopted Tibco advance analytics solution for improving their decision-making capability by using real-time analysis
3.3.2.Honeywell International Inc. has adopted Expedien Inc’s. data and business analytics platform to increase the productivity, lower risk costs, accelerate growth, and lower the risk of the organizations
3.4.Market dynamics
3.4.1.Drivers
3.4.1.1.Surge in adoption of big data analytics software by multiple organizations
3.4.1.2.Increase in demand for cloud-based big data analytics software among SMEs
3.4.1.3.Numerous benefits provided by big data and business analytics solutions
3.4.2.Restraints
3.4.2.1.High implementation cost
3.4.2.2.Lack of skilled workforce
3.4.3.Opportunities
3.4.3.1.Emerging trends such as social media analytics
3.4.3.2.Increase in need to gain insights for business planning
3.5.Market evolution/Industry roadmap
3.6.Impact of government regulations on the global Big data and business analytics market
3.1.COVID-19 impact analysis on big data and business analytics market
3.1.1.Impact on market size
3.1.2.Consumer trends, preferences, and budget impact
3.1.3.Economic impact
3.1.4.Strategies to tackle negative impact
3.1.5.Opportunity window
CHAPTER 4: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY COMPONENT
4.1.Overview
4.2.Hardware
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.Software
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
4.4.Services
4.4.1.Key market trends, growth factors, and opportunities
4.4.2.Big data and business analytics market, by service type
4.4.2.1.Implementation & integration service
4.4.2.2.Training & support service
4.4.2.3.Consulting service
4.4.3.Market size and forecast, by region
4.4.4.Market analysis, by country
CHAPTER 5: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY DEPLOYMENT MODE
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-Based
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: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY ANALYTICS TOOL
6.1.Overview
6.2.Dashboard & Data Visualization
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.Self-Service Tools
6.3.1.Key market trends, growth factors, and opportunities
6.3.2.Big data and business analytics market, by self-service tools
6.3.2.1.Role-Based Dashboards
6.3.2.2.Data Governance
6.3.2.3.Meta-Data Management
6.3.2.4.Visual Data Exploration
6.3.3.Market size and forecast, by region
6.3.4.Market analysis, by country
6.4.Data Mining & Warehousing
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.Reporting
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: GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET, BY APPLICATION
7.1.Overview
7.2.Customer Analytics
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.Supply Chain Analytics
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.Marketing Analytics
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
7.5.Pricing Analytics
7.5.1.Key market trends, growth factors, and opportunities
7.5.2.Market size and forecast, by region
7.5.3.Market analysis, by country
7.6.Spatial analytics
7.6.1.Key market trends, growth factors, and opportunities
7.6.2.Market size and forecast, by region
7.6.3.Market analysis, by country
7.7.Workforce Analytics
7.7.1.Key market trends, growth factors, and opportunities
7.7.2.Market size and forecast, by region
7.7.3.Market analysis, by country
7.8.Risk and credit analytics
7.8.1.Key market trends, growth factors, and opportunities
7.8.2.Market size and forecast, by region
7.8.3.Market analysis, by country
7.9.Transportation Analytics
7.9.1.Key market trends, growth factors, and opportunities
7.9.2.Market size and forecast, by region
7.9.3.Market analysis, by country
CHAPTER 8: BIG DATA AND BUSINESS ANALYTICS MARKET, BY INDUSTRY VERTICAL
8.1.Overview
8.2.BFSI
8.2.1.Key market trends, growth factors, and opportunities
8.2.2.Use cases in BFSI
8.2.3.Market size and forecast, by region
8.2.4.Market analysis, by country
8.3.Manufacturing
8.3.1.Key market trends, growth factors, and opportunities
8.3.2.Use cases in manufacturing
8.3.3.Market size and forecast, by region
8.3.4.Market analysis, by country
8.4.Healthcare
8.4.1.Key market trends, growth factors, and opportunities
8.4.2.Use cases in healthcare
8.4.3.Market size and forecast, by region
8.4.4.Market analysis, by country
8.5.Government
8.5.1.Key market trends, growth factors, and opportunities
8.5.2.Use cases in government
8.5.3.Market size and forecast, by region
8.5.4.Market analysis, by country
8.6.Energy & utilities
8.6.1.Key market trends, growth factors, and opportunities
8.6.2.Use cases in energy & utilities
8.6.3.Market size and forecast, by region
8.6.4.Market analysis, by country
8.7.Transportation
8.7.1.Key market trends, growth factors, and opportunities
8.7.2.Use cases in transportation
8.7.3.Market size and forecast, by region
8.7.4.Market analysis, by country
8.8.Retail & E-commerce
8.8.1.Key market trends, growth factors, and opportunities
8.8.2.Use cases in retail & e-commerce
8.8.3.Market size and forecast, by region
8.8.4.Market analysis, by country
8.9.IT & Telecom
8.9.1.Key market trends, growth factors, and opportunities
8.9.2.Use cases in IT & telecom
8.9.3.Market size and forecast, by region
8.9.4.Market analysis, by country
8.10.Education
8.10.1.Key market trends, growth factors, and opportunities
8.10.2.Use cases in education
8.10.3.Market size and forecast, by region
8.10.4.Market analysis, by country
8.11.Others
8.11.1.Key market trends, growth factors, and opportunities
8.11.2.Use cases in others
8.11.3.Market size and forecast, by region
8.11.4.Market analysis, by country
CHAPTER 9: GLOBAL BIG DATA ANALYTTICS MARKET, BY REGION
9.1.Overview
9.1.1.Market size and forecast, by region
9.2.North America
9.2.1.Key market trends, growth factors, and opportunities
9.2.2.Market size and forecast, by component
9.2.3.Market size and forecast, by deployment model
9.2.4.Market size and forecast, by analytics tool
9.2.5.Market size and forecast, by application
9.2.6.Market size and forecast, by industry vertical
9.2.7.Market analysis, by country
9.2.7.1.U.S.
9.2.7.1.1.Market size and forecast, by component
9.2.7.1.2.Market size and forecast, by deployment model
9.2.7.1.3.Market size and forecast, by analytics tool
9.2.7.1.4.Market size and forecast, by application
9.2.7.1.5.Market size and forecast, by industry vertical
9.2.7.2.Canada
9.2.7.2.1.Market size and forecast, by component
9.2.7.2.2.Market size and forecast, by deployment model
9.2.7.2.3.Market size and forecast, by analytics tool
9.2.7.2.4.Market size and forecast, by application
9.2.7.2.5.Market size and forecast, by industry vertical
9.3.Europe
9.3.1.Key market trends, growth factors, and opportunities
9.3.2.Market size and forecast, by component
9.3.3.Market size and forecast, by deployment model
9.3.4.Market size and forecast, by analytics tool
9.3.5.Market size and forecast, by application
9.3.6.Market size and forecast, by industry vertical
9.3.7.Market analysis, by country
9.3.7.1.UK
9.3.7.1.1.Market size and forecast, by component
9.3.7.1.2.Market size and forecast, by deployment model
9.3.7.1.3.Market size and forecast, by analytics tool
9.3.7.1.4.Market size and forecast, by application
9.3.7.1.5.Market size and forecast, by industry vertical
9.3.7.2.GERMANY
9.3.7.2.1.Market size and forecast, by component
9.3.7.2.2.Market size and forecast, by deployment model
9.3.7.2.3.Market size and forecast, by analytics tool
9.3.7.2.4.Market size and forecast, by application
9.3.7.2.5.Market size and forecast, by industry vertical
9.3.7.3.FRANCE
9.3.7.3.1.Market size and forecast, by component
9.3.7.3.2.Market size and forecast, by deployment model
9.3.7.3.3.Market size and forecast, by analytics tool
9.3.7.3.4.Market size and forecast, by application
9.3.7.3.5.Market size and forecast, by industry vertical
9.3.7.4.ITALY
9.3.7.4.1.Market size and forecast, by component
9.3.7.4.2.Market size and forecast, by deployment model
9.3.7.4.3.Market size and forecast, by analytics tool
9.3.7.4.4.Market size and forecast, by application
9.3.7.4.5.Market size and forecast, by industry vertical
9.3.7.5.SPAIN
9.3.7.5.1.Market size and forecast, by component
9.3.7.5.2.Market size and forecast, by deployment model
9.3.7.5.3.Market size and forecast, by analytics tool
9.3.7.5.4.Market size and forecast, by application
9.3.7.5.5.Market size and forecast, by industry vertical
9.3.7.6.NETHERLANDS
9.3.7.6.1.Market size and forecast, by component
9.3.7.6.2.Market size and forecast, by deployment model
9.3.7.6.3.Market size and forecast, by analytics tool
9.3.7.6.4.Market size and forecast, by application
9.3.7.6.5.Market size and forecast, by industry vertical
9.3.7.7.REST OF EUROPE
9.3.7.7.1.Market size and forecast, by component
9.3.7.7.2.Market size and forecast, by deployment model
9.3.7.7.3.Market size and forecast, by analytics tool
9.3.7.7.4.Market size and forecast, by application
9.3.7.7.5.Market size and forecast, by industry vertical
9.4.Asia-Pacific
9.4.1.Key market trends, growth factors, and opportunities
9.4.2.Market size and forecast, by component
9.4.3.Market size and forecast, by deployment model
9.4.4.Market size and forecast, by analytics tool
9.4.5.Market size and forecast, by application
9.4.6.Market size and forecast, by industry vertical
9.4.7.Market analysis, by country
9.4.7.1.CHINA
9.4.7.1.1.Market size and forecast, by component
9.4.7.1.2.Market size and forecast, by deployment model
9.4.7.1.3.Market size and forecast, by analytics tool
9.4.7.1.4.Market size and forecast, by application
9.4.7.1.5.Market size and forecast, by industry vertical
9.4.7.2.INDIA
9.4.7.2.1.Market size and forecast, by component
9.4.7.2.2.Market size and forecast, by deployment model
9.4.7.2.3.Market size and forecast, by analytics tool
9.4.7.2.4.Market size and forecast, by application
9.4.7.2.5.Market size and forecast, by industry vertical
9.4.7.3.JAPAN
9.4.7.3.1.Market size and forecast, by component
9.4.7.3.2.Market size and forecast, by deployment model
9.4.7.3.3.Market size and forecast, by analytics tool
9.4.7.3.4.Market size and forecast, by application
9.4.7.3.5.Market size and forecast, by industry vertical
9.4.7.4.AUSTRALIA
9.4.7.4.1.Market size and forecast, by component
9.4.7.4.2.Market size and forecast, by deployment model
9.4.7.4.3.Market size and forecast, by analytics tool
9.4.7.4.4.Market size and forecast, by application
9.4.7.4.5.Market size and forecast, by industry vertical
9.4.7.5.SOUTH KOREA
9.4.7.5.1.Market size and forecast, by component
9.4.7.5.2.Market size and forecast, by deployment model
9.4.7.5.3.Market size and forecast, by analytics tool
9.4.7.5.4.Market size and forecast, by application
9.4.7.5.5.Market size and forecast, by industry vertical
9.4.7.6.REST OF ASIA-PACIFIC
9.4.7.6.1.Market size and forecast, by component
9.4.7.6.2.Market size and forecast, by deployment model
9.4.7.6.3.Market size and forecast, by analytics tool
9.4.7.6.4.Market size and forecast, by application
9.4.7.6.5.Market size and forecast, by industry vertical
9.5.LAMEA
9.5.1.Key market trends, growth factors, and opportunities
9.5.2.Market size and forecast, by component
9.5.3.Market size and forecast, by deployment model
9.5.4.Market size and forecast, by analytics tool
9.5.5.Market size and forecast, by application
9.5.6.Market size and forecast, by industry vertical
9.5.7.Market analysis, by country
9.5.7.1.LATIN AMERICA
9.5.7.1.1.Market size and forecast, by component
9.5.7.1.2.Market size and forecast, by deployment model
9.5.7.1.3.Market size and forecast, by analytics tool
9.5.7.1.4.Market size and forecast, by application
9.5.7.1.5.Market size and forecast, by industry vertical
9.5.7.2.MIDDLE EAST
9.5.7.2.1.Market size and forecast, by component
9.5.7.2.2.Market size and forecast, by deployment model
9.5.7.2.3.Market size and forecast, by analytics tool
9.5.7.2.4.Market size and forecast, by application
9.5.7.2.5.Market size and forecast, by industry vertical
9.5.7.3.AFRICA
9.5.7.3.1.Market size and forecast, by component
9.5.7.3.2.Market size and forecast, by deployment model
9.5.7.3.3.Market size and forecast, by analytics tool
9.5.7.3.4.Market size and forecast, by application
9.5.7.3.5.Market size and forecast, by industry vertical
CHAPTER 10: COMPANY PROFILE
10.1.AMAZON WEB SERVICES, INC.
10.1.1.Company overview
10.1.2.Key executives
10.1.3.Company snapshot
10.1.4.Operating business segments
10.1.5.Product portfolio
10.1.6.Business performance
10.1.7.Key strategic moves and developments
10.2.FAIR ISAAC CORPORATION
10.2.1.Company overview
10.2.2.Key Executives
10.2.3.Company snapshot
10.2.4.Operating business segments
10.2.5.Product portfolio
10.2.6.R&D Expenditure
10.2.7.Business performance
10.2.8.Key strategic moves and developments
10.3.HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
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.R&D expenditure
10.3.7.Business performance
10.3.8.Key strategic moves and developments
10.4.INTERNATIONAL BUSINESS MACHINES CORPORATION
10.4.1.Company overview
10.4.2.Key Executives
10.4.3.Company snapshot
10.4.4.Operating business segments
10.4.5.Product portfolio
10.4.6.R&D Expenditure
10.4.7.Business performance
10.4.8.Key strategic moves and developments
10.5.MICROSOFT 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.R&D expenditure
10.5.7.Business performance
10.5.8.Key strategic moves and developments
10.6.ORACLE CORPORATION
10.6.1.Company overview
10.6.2.Key Executives
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.SAP SE
10.7.1.Company overview
10.7.2.Key Executives
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.SAS INSTITUTE INC.
10.8.1.Company overview
10.8.2.Key Executives
10.8.3.Company snapshot
10.8.4.Product portfolio
10.8.5.Business performance
10.8.6.Key strategic moves and developments
10.9.TIBCO SOFTWARE INC.
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.TERADATA CORPORATION
10.10.1.Company overview
10.10.2.Key Executives
10.10.3.Company snapshot
10.10.4.Product portfolio
10.10.5.Key strategic moves and developments
LIST OF TABLES
TABLE 01.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 02.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR HARDWARE, BY REGION, 2019–2027 ($BILLION)
TABLE 03.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SOFTWARE, BY REGION, 2019–2027 ($BILLION)
TABLE 04.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SERVICE, BY REGION, 2019–2027 ($BILLION)
TABLE 05.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODE, 2019-2027 ($BILLION)
TABLE 06.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR ON-PREMISE, BY REGION 2019–2027 ($BILLION)
TABLE 07.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR CLOUD-BASED, BY REGION 2019-2027 ($BILLION)
TABLE 08.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 09.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR DASHBOARD & DATA VISUALIZATION, BY REGION, 2019–2027 ($BILLION)
TABLE 10.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SELF-SERVICE TOOLS, BY REGION, 2019–2027 ($BILLION)
TABLE 11.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR DATA MINING & WAREHOUSING, BY REGION, 2019–2027 ($BILLION)
TABLE 12.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR REPORTING TOOLS, BY REGION, 2019–2027 ($BILLION)
TABLE 13.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR OTHERS, BY REGION, 2019–2027 ($BILLION)
TABLE 14.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019-2027 ($BILLION)
TABLE 15.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR CUSTOMER ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 16.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SUPLLY CHAIN ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 17.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR MARKETING ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 18.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR OF PRICING ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 19.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SPATIAL ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 20.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR WORKFORCE ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 21.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR RISK AND CREDIT ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 22.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR TRANSPORTATION ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 23.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019-2027 ($BILLION)
TABLE 24.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR BFSI, BY REGION, 2019-2027 ($BILLION)
TABLE 25.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR MANUFACTURING, BY REGION, 2019-2027 ($BILLION)
TABLE 26.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR HEALTHCARE, BY REGION, 2019-2027 ($BILLION)
TABLE 27.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR GOVERNMENT, BY REGION, 2019-2027 ($BILLION)
TABLE 28.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR ENERGY & UTILITIES, BY REGION, 2019-2027 ($BILLION)
TABLE 29.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR TRANSPORTATION, BY REGION, 2019-2027 ($BILLION)
TABLE 30.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR RETAIL & E-COMMERCE, BY REGION, 2019-2027 ($BILLION)
TABLE 31.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR IT AND TELECOM, BY REGION, 2019-2027 ($BILLION)
TABLE 32.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR EDUCATION, BY REGION, 2019-2027 ($BILLION)
TABLE 33.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR OTHERS, BY REGION, 2019-2027 ($BILLION)
TABLE 34.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY REGION, 2019–2027 ($BILLION)
TABLE 35.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 36.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 37.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 38.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 39.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 40.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COUNTRY, 2019–2027 ($BILLION)
TABLE 41.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 42.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 43.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 44.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 45.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 46.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 47.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 48.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 49.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 50.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 51.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 52.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 53.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 54.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 55.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 56.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COUNTRY, 2019–2027 ($BILLION)
TABLE 57.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 58.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 59.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 60.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 61.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 62.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 63.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 64.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 65.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 66.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 67.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 68.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 69.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 70.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 71.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 72.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 73.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 74.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 75.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 76.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 77.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 78.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 79.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 80.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 81.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 82.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 83.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 84.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 85.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 86.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 87.REST OF EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BIL
TABLE 01.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 02.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR HARDWARE, BY REGION, 2019–2027 ($BILLION)
TABLE 03.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SOFTWARE, BY REGION, 2019–2027 ($BILLION)
TABLE 04.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SERVICE, BY REGION, 2019–2027 ($BILLION)
TABLE 05.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODE, 2019-2027 ($BILLION)
TABLE 06.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR ON-PREMISE, BY REGION 2019–2027 ($BILLION)
TABLE 07.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR CLOUD-BASED, BY REGION 2019-2027 ($BILLION)
TABLE 08.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 09.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR DASHBOARD & DATA VISUALIZATION, BY REGION, 2019–2027 ($BILLION)
TABLE 10.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SELF-SERVICE TOOLS, BY REGION, 2019–2027 ($BILLION)
TABLE 11.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR DATA MINING & WAREHOUSING, BY REGION, 2019–2027 ($BILLION)
TABLE 12.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR REPORTING TOOLS, BY REGION, 2019–2027 ($BILLION)
TABLE 13.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR OTHERS, BY REGION, 2019–2027 ($BILLION)
TABLE 14.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019-2027 ($BILLION)
TABLE 15.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR CUSTOMER ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 16.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SUPLLY CHAIN ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 17.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR MARKETING ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 18.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR OF PRICING ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 19.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR SPATIAL ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 20.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR WORKFORCE ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 21.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR RISK AND CREDIT ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 22.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR TRANSPORTATION ANALYTICS, BY REGION, 2019-2027 ($BILLION)
TABLE 23.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019-2027 ($BILLION)
TABLE 24.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR BFSI, BY REGION, 2019-2027 ($BILLION)
TABLE 25.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR MANUFACTURING, BY REGION, 2019-2027 ($BILLION)
TABLE 26.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR HEALTHCARE, BY REGION, 2019-2027 ($BILLION)
TABLE 27.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR GOVERNMENT, BY REGION, 2019-2027 ($BILLION)
TABLE 28.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR ENERGY & UTILITIES, BY REGION, 2019-2027 ($BILLION)
TABLE 29.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR TRANSPORTATION, BY REGION, 2019-2027 ($BILLION)
TABLE 30.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR RETAIL & E-COMMERCE, BY REGION, 2019-2027 ($BILLION)
TABLE 31.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR IT AND TELECOM, BY REGION, 2019-2027 ($BILLION)
TABLE 32.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR EDUCATION, BY REGION, 2019-2027 ($BILLION)
TABLE 33.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE FOR OTHERS, BY REGION, 2019-2027 ($BILLION)
TABLE 34.GLOBAL BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY REGION, 2019–2027 ($BILLION)
TABLE 35.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 36.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 37.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 38.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 39.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 40.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COUNTRY, 2019–2027 ($BILLION)
TABLE 41.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 42.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 43.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 44.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 45.U.S. BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 46.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 47.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 48.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 49.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 50.CANADA BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 51.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 52.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 53.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 54.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 55.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 56.EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COUNTRY, 2019–2027 ($BILLION)
TABLE 57.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 58.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 59.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 60.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 61.UK BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 62.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 63.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 64.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 65.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 66.GERMANY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 67.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 68.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 69.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 70.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 71.FRANCE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 72.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 73.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 74.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 75.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 76.ITALY BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 77.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 78.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 79.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 80.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 81.SPAIN BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 82.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BILLION)
TABLE 83.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY DEPLOYMENT MODEL, 2019–2027 ($BILLION)
TABLE 84.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY ANALYTICS TOOL, 2019–2027 ($BILLION)
TABLE 85.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY APPLICATION, 2019–2027 ($BILLION)
TABLE 86.NETHERLANDS BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY INDUSTRY VERTICAL, 2019–2027 ($BILLION)
TABLE 87.REST OF EUROPE BIG DATA AND BUSINESS ANALYTICS MARKET REVENUE, BY COMPONENT, 2019–2027 ($BIL
