Data And Analytics Software Market Size, Share & Trends Analysis Report By Deployment (On-premise, Cloud & Hybrid), By End Use (BFSI, Government, Healthcare, Media & Communications, IT & Telecom, Manufacturing), By Region, And Segment Forecasts, 2024 - 2030
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Data And Analytics Software Market Growth & Trends
The global data and analytics market size is expected to reach USD 345.32 billion by 2030, exhibiting a CAGR of 13.6% from 2024 to 2030, according to a new report by Grand View Research, Inc. Edge analytics is transforming the way organizations process and analyze data. By performing computations closer to the edge of the network rather than in centralized data centers, edge analytics enables real-time processing and decision-making on local devices, IoT sensors, and edge servers. This approach annuls the need for exchanging extensive volumes of data between remote servers and end users, leading to lower latency, improved responsiveness, and more efficient use of network bandwidth.
The proliferation of connected devices and the increasing demand for real-time intelligence are emerging as the key drivers behind the growing adoption of edge analytics, as organizations seek to derive insights and make decisions closer to the source of data generation. This paradigm shift toward edge analytics is poised to have a significant impact on various industries and industry verticals, enabling faster, more scalable, and more secure data processing capabilities at the edge of the network.
Real-time analytics enables businesses to gain instant insights from streaming data sources, facilitating quick decision-making and response to market changes. For instance, in March 2024, SAP SE introduced a range of innovations in data and analytics, including GenAI capabilities and enhanced integration between SAP Datasphere and SAP Analytics Cloud, empowering organizations to make more informed decisions and streamline their operations. These advancements aim to boost operational efficiency, facilitate intelligent business transformations, and address challenges such as minimizing AI hallucinations.
Companies are seen to be substantially investing in R&D activities for the development of new technologies with advanced features and improved operational capabilities For instance, in March 2024, International Business Machines Corporation expanded its technology expert labs in India to hasten the adoption of analytics and other pivotal technologies, aiding global clients in effectively integrating and expanding solutions. Utilizing profound expertise and access to product insights, these labs facilitate outcome-driven engagements, ensuring tangible ROI and overcoming implementation hurdles.
Data And Analytics Software Market Report Highlights
Data And Analytics Software Market Growth & Trends
The global data and analytics market size is expected to reach USD 345.32 billion by 2030, exhibiting a CAGR of 13.6% from 2024 to 2030, according to a new report by Grand View Research, Inc. Edge analytics is transforming the way organizations process and analyze data. By performing computations closer to the edge of the network rather than in centralized data centers, edge analytics enables real-time processing and decision-making on local devices, IoT sensors, and edge servers. This approach annuls the need for exchanging extensive volumes of data between remote servers and end users, leading to lower latency, improved responsiveness, and more efficient use of network bandwidth.
The proliferation of connected devices and the increasing demand for real-time intelligence are emerging as the key drivers behind the growing adoption of edge analytics, as organizations seek to derive insights and make decisions closer to the source of data generation. This paradigm shift toward edge analytics is poised to have a significant impact on various industries and industry verticals, enabling faster, more scalable, and more secure data processing capabilities at the edge of the network.
Real-time analytics enables businesses to gain instant insights from streaming data sources, facilitating quick decision-making and response to market changes. For instance, in March 2024, SAP SE introduced a range of innovations in data and analytics, including GenAI capabilities and enhanced integration between SAP Datasphere and SAP Analytics Cloud, empowering organizations to make more informed decisions and streamline their operations. These advancements aim to boost operational efficiency, facilitate intelligent business transformations, and address challenges such as minimizing AI hallucinations.
Companies are seen to be substantially investing in R&D activities for the development of new technologies with advanced features and improved operational capabilities For instance, in March 2024, International Business Machines Corporation expanded its technology expert labs in India to hasten the adoption of analytics and other pivotal technologies, aiding global clients in effectively integrating and expanding solutions. Utilizing profound expertise and access to product insights, these labs facilitate outcome-driven engagements, ensuring tangible ROI and overcoming implementation hurdles.
Data And Analytics Software Market Report Highlights
- North America dominated the market in 2023, accounting for the largest share of global revenue. North America is home to some of the world's largest technology companies, including International Business Machines Corporation, Microsoft Corporation, Amazon Web Services, Oracle Corporation, and SAP SE. These companies offer a wide range of data analytics products and services, driving market growth through innovation and competition. North American businesses tend to be early adopters of new technologies, including cloud computing, big data, artificial intelligence and machine learning. This early adoption promotes a strong ecosystem for data analytics solutions and fuels market growth.
- The cloud segment led the market in 2023. The integration of advanced technologies such as AI and machine learning into cloud platforms is empowering organizations to derive valuable insights from their data more efficiently. Furthermore, the agility of cloud deployments enables faster time-to-market for data and analytics projects, accelerating innovation and decision-making processes.
- The IT & telecommunications segment accounted for the largest share of the global revenue in 2023. Predictive analytics aids in anticipating equipment failures, allowing proactive maintenance to minimize service disruptions. In addition, data analytics help telecom companies detect anomalies and mitigate revenue leakage. Data analytics solutions facilitate market analysis and competitive intelligence, enabling telecom providers to identify opportunities, assess competitors, and make informed decisions.
CHAPTER 1. METHODOLOGY AND SCOPE
1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
1.4.1. List of Data Sources
CHAPTER 2. EXECUTIVE SUMMARY
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
CHAPTER 3. DATA AND ANALYTICS SOFTWARE MARKET VARIABLES, TRENDS, & SCOPE
3.1. Market Introduction/Lineage Outlook
3.2. Market Size and Growth Prospects (USD Million)
3.3. Industry Value Chain Analysis
3.4. Market Dynamics
3.4.1. Market Drivers Analysis
3.4.1.1. Aggressive use of Artificial Intelligence (Ai) and Machine Learning (ML)
3.4.1.2. Growing consideration for data security and privacy protection
3.4.2. Market Restraints Analysis
3.4.2.1. Shortage of skilled data and analytics professionals
3.4.3. Industry Opportunities
3.4.3.1. Industry Challenges
3.4.4. Key Small-Sized Edtech Companies, By Region/Country
3.5. Data and Analytics Software Market Analysis Tools
3.5.1. Porter’s Five Forces Analysis
3.5.1.1. Bargaining power of the suppliers
3.5.1.2. Bargaining power of the buyers
3.5.1.3. Threats of substitution
3.5.1.4. Threats from new entrants
3.5.1.5. Competitive rivalry
3.5.2. PESTEL Analysis
3.5.2.1. Political landscape
3.5.2.2. Economic and Social landscape
3.5.2.3. Technological landscape
3.5.2.4. Environmental landscape
3.5.2.5. Legal landscape
CHAPTER 4. DATA AND ANALYTICS SOFTWARE MARKET: DEPLOYMENT ESTIMATES & TREND ANALYSIS
4.1. Segment Dashboard
4.2. Data and Analytics Software Market: Deployment Movement Analysis, 2023 & 2030 (USD Million)
4.3. Cloud
4.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
4.4. On-Premises
4.4.1. On-Premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
4.5. Hybrid
4.5.1. Hybrid Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
CHAPTER 5. DATA AND ANALYTICS SOFTWARE MARKET: END USE ESTIMATES & TREND ANALYSIS
5.1. Segment Dashboard
5.2. Data and Analytics Software Market: End Use Movement Analysis, 2023 & 2030 (USD Million)
5.3. BFSI
5.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.4. Government
5.4.1. Government Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.5. Healthcare
5.5.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.6. Manufacturing
5.6.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.7. Media & Communications
5.7.1. Media & Communications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.8. Retail
5.8.1. Retail Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.9. IT & Telecommunications
5.9.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.10. Others
5.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
CHAPTER 6. DATA AND ANALYTICS SOFTWARE MARKET: REGIONAL ESTIMATES & TREND ANALYSIS
6.1. Data and Analytics Software Market Share, By Region, 2023 & 2030 (USD Million)
6.2. North America
6.2.1. North America data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.2.2. U.S.
6.2.2.1. U.S. data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.2.3. Canada
6.2.3.1. Canada data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3. Europe
6.3.1. Europe data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3.2. UK.
6.3.2.1. UK. data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3.3. Germany
6.3.3.1. Germany data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3.4. France
6.3.4.1. France data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4. Asia Pacific
6.4.1. Asia Pacific data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.2. China
6.4.2.1. China data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.3. Japan
6.4.3.1. Japan data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.4. India
6.4.4.1. India data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.5. Australia
6.4.5.1. Australia data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.6. South Korea
6.4.6.1. South Korea data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.5. Latin America
6.5.1. Latin America data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.5.2. Brazil
6.5.2.1. Brazil data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6. Middle East and Africa
6.6.1. Middle East and Africa data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6.2. UAE
6.6.2.1. UAE data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6.3. South Africa
6.6.3.2. South Africa data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6.4. KSA
6.6.4.3. KSA data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
CHAPTER 7. COMPETITIVE LANDSCAPE
7.1. Recent Developments & Impact Analysis by Key Market Participants
7.2. Company Categorization
7.3. Company Market Positioning
7.4. Company Market Share Analysis
7.5. Company Heat Map Analysis
7.6. Strategy Mapping
7.6.1. Expansion
7.6.2. Mergers & Acquisition
7.6.3. Partnerships & Collaborations
7.6.4. New Product Launches
7.6.5. Research And Development
7.7. Company Profiles
7.7.1. Accenture plc
7.7.1.1. Participant’s Overview
7.7.1.2. Financial Performance
7.7.1.3. Product Benchmarking
7.7.1.4. Recent Developments
7.7.2. Alteryx, Inc.
7.7.2.1. Participant’s Overview
7.7.2.2. Financial Performance
7.7.2.3. Product Benchmarking
7.7.2.4. Recent Developments
7.7.3. Amazon Web Services, Inc.
7.7.3.1. Participant’s Overview
7.7.3.2. Financial Performance
7.7.3.3. Product Benchmarking
7.7.3.4. Recent Developments
7.7.4. International Business Machines Corporation
7.7.4.1. Participant’s Overview
7.7.4.2. Financial Performance
7.7.4.3. Product Benchmarking
7.7.4.4. Recent Developments
7.7.5. Microsoft Corporation
7.7.5.1. Participant’s Overview
7.7.5.2. Financial Performance
7.7.5.3. Product Benchmarking
7.7.5.4. Recent Developments
7.7.6. Oracle Corporation
7.7.6.1. Participant’s Overview
7.7.6.2. Financial Performance
7.7.6.3. Product Benchmarking
7.7.6.4. Recent Developments
7.7.7. SAP SE
7.7.7.1. Participant’s Overview
7.7.7.2. Financial Performance
7.7.7.3. Product Benchmarking
7.7.7.4. Recent Developments
7.7.8. SAS Institute Inc.
7.7.8.1. Participant’s Overview
7.7.8.2. Financial Performance
7.7.8.3. Product Benchmarking
7.7.8.4. Recent Developments
7.7.9. Sisense Inc.
7.7.9.1. Participant’s Overview
7.7.9.2. Financial Performance
7.7.9.3. Product Benchmarking
7.7.9.4. Recent Developments
7.7.10. Tableau Software LLC
7.7.10.1. Participant’s Overview
7.7.10.2. Financial Performance
7.7.10.3. Product Benchmarking
7.7.10.4. Recent Developments
1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
1.4.1. List of Data Sources
CHAPTER 2. EXECUTIVE SUMMARY
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
CHAPTER 3. DATA AND ANALYTICS SOFTWARE MARKET VARIABLES, TRENDS, & SCOPE
3.1. Market Introduction/Lineage Outlook
3.2. Market Size and Growth Prospects (USD Million)
3.3. Industry Value Chain Analysis
3.4. Market Dynamics
3.4.1. Market Drivers Analysis
3.4.1.1. Aggressive use of Artificial Intelligence (Ai) and Machine Learning (ML)
3.4.1.2. Growing consideration for data security and privacy protection
3.4.2. Market Restraints Analysis
3.4.2.1. Shortage of skilled data and analytics professionals
3.4.3. Industry Opportunities
3.4.3.1. Industry Challenges
3.4.4. Key Small-Sized Edtech Companies, By Region/Country
3.5. Data and Analytics Software Market Analysis Tools
3.5.1. Porter’s Five Forces Analysis
3.5.1.1. Bargaining power of the suppliers
3.5.1.2. Bargaining power of the buyers
3.5.1.3. Threats of substitution
3.5.1.4. Threats from new entrants
3.5.1.5. Competitive rivalry
3.5.2. PESTEL Analysis
3.5.2.1. Political landscape
3.5.2.2. Economic and Social landscape
3.5.2.3. Technological landscape
3.5.2.4. Environmental landscape
3.5.2.5. Legal landscape
CHAPTER 4. DATA AND ANALYTICS SOFTWARE MARKET: DEPLOYMENT ESTIMATES & TREND ANALYSIS
4.1. Segment Dashboard
4.2. Data and Analytics Software Market: Deployment Movement Analysis, 2023 & 2030 (USD Million)
4.3. Cloud
4.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
4.4. On-Premises
4.4.1. On-Premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
4.5. Hybrid
4.5.1. Hybrid Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
CHAPTER 5. DATA AND ANALYTICS SOFTWARE MARKET: END USE ESTIMATES & TREND ANALYSIS
5.1. Segment Dashboard
5.2. Data and Analytics Software Market: End Use Movement Analysis, 2023 & 2030 (USD Million)
5.3. BFSI
5.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.4. Government
5.4.1. Government Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.5. Healthcare
5.5.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.6. Manufacturing
5.6.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.7. Media & Communications
5.7.1. Media & Communications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.8. Retail
5.8.1. Retail Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.9. IT & Telecommunications
5.9.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
5.10. Others
5.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
CHAPTER 6. DATA AND ANALYTICS SOFTWARE MARKET: REGIONAL ESTIMATES & TREND ANALYSIS
6.1. Data and Analytics Software Market Share, By Region, 2023 & 2030 (USD Million)
6.2. North America
6.2.1. North America data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.2.2. U.S.
6.2.2.1. U.S. data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.2.3. Canada
6.2.3.1. Canada data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3. Europe
6.3.1. Europe data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3.2. UK.
6.3.2.1. UK. data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3.3. Germany
6.3.3.1. Germany data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.3.4. France
6.3.4.1. France data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4. Asia Pacific
6.4.1. Asia Pacific data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.2. China
6.4.2.1. China data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.3. Japan
6.4.3.1. Japan data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.4. India
6.4.4.1. India data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.5. Australia
6.4.5.1. Australia data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.4.6. South Korea
6.4.6.1. South Korea data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.5. Latin America
6.5.1. Latin America data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.5.2. Brazil
6.5.2.1. Brazil data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6. Middle East and Africa
6.6.1. Middle East and Africa data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6.2. UAE
6.6.2.1. UAE data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6.3. South Africa
6.6.3.2. South Africa data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
6.6.4. KSA
6.6.4.3. KSA data and analytics software market Estimates and Forecasts, 2017 - 2030 (USD Million)
CHAPTER 7. COMPETITIVE LANDSCAPE
7.1. Recent Developments & Impact Analysis by Key Market Participants
7.2. Company Categorization
7.3. Company Market Positioning
7.4. Company Market Share Analysis
7.5. Company Heat Map Analysis
7.6. Strategy Mapping
7.6.1. Expansion
7.6.2. Mergers & Acquisition
7.6.3. Partnerships & Collaborations
7.6.4. New Product Launches
7.6.5. Research And Development
7.7. Company Profiles
7.7.1. Accenture plc
7.7.1.1. Participant’s Overview
7.7.1.2. Financial Performance
7.7.1.3. Product Benchmarking
7.7.1.4. Recent Developments
7.7.2. Alteryx, Inc.
7.7.2.1. Participant’s Overview
7.7.2.2. Financial Performance
7.7.2.3. Product Benchmarking
7.7.2.4. Recent Developments
7.7.3. Amazon Web Services, Inc.
7.7.3.1. Participant’s Overview
7.7.3.2. Financial Performance
7.7.3.3. Product Benchmarking
7.7.3.4. Recent Developments
7.7.4. International Business Machines Corporation
7.7.4.1. Participant’s Overview
7.7.4.2. Financial Performance
7.7.4.3. Product Benchmarking
7.7.4.4. Recent Developments
7.7.5. Microsoft Corporation
7.7.5.1. Participant’s Overview
7.7.5.2. Financial Performance
7.7.5.3. Product Benchmarking
7.7.5.4. Recent Developments
7.7.6. Oracle Corporation
7.7.6.1. Participant’s Overview
7.7.6.2. Financial Performance
7.7.6.3. Product Benchmarking
7.7.6.4. Recent Developments
7.7.7. SAP SE
7.7.7.1. Participant’s Overview
7.7.7.2. Financial Performance
7.7.7.3. Product Benchmarking
7.7.7.4. Recent Developments
7.7.8. SAS Institute Inc.
7.7.8.1. Participant’s Overview
7.7.8.2. Financial Performance
7.7.8.3. Product Benchmarking
7.7.8.4. Recent Developments
7.7.9. Sisense Inc.
7.7.9.1. Participant’s Overview
7.7.9.2. Financial Performance
7.7.9.3. Product Benchmarking
7.7.9.4. Recent Developments
7.7.10. Tableau Software LLC
7.7.10.1. Participant’s Overview
7.7.10.2. Financial Performance
7.7.10.3. Product Benchmarking
7.7.10.4. Recent Developments
LIST OF TABLES
Table 1. Data and analytics software - industry snapshot & key buying criteria, 2017 - 2030
Table 2. Global data and analytics software market, 2017 - 2030 (USD Million)
Table 3. Global Data and analytics software market estimates and forecast by deployment, 2017 - 2030 (USD Billion)
Table 4. Global Data and analytics software market estimates and forecast by end use, 2017 - 2030 (USD Billion)
Table 5. Global Data and analytics software market estimates and forecasts by region, 2017 - 2030 (USD Million)
Table 6. Data and analytics software market estimates and forecast by on-premises, 2017 - 2030 (USD Billion)
Table 7. Data and analytics software market estimates and forecast, by cloud, 2017 - 2030 (USD Billion)
Table 8. Data and analytics software market estimates and forecast by hybrid, 2017 - 2030 (USD Billion)
Table 9. Data and analytics software market estimates and forecast by BFSI, 2017 - 2030 (USD Billion)
Table 10. Data and analytics software market estimates and forecast by government, 2017 - 2030 (USD Billion)
Table 11. Data and analytics software market estimates and forecast by healthcare, 2017 - 2030 (USD Billion)
Table 12. Data and analytics software market estimates and forecast, by manufacturing, 2017 - 2030 (USD Billion)
Table 13. Data and analytics software market estimates and forecast by media & communications, 2017 - 2030 (USD Billion)
Table 14. Data and analytics software market estimates and forecast, by retail, 2017 - 2030 (USD Billion)
Table 15. Data and analytics software market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Billion)
Table 16. Data and analytics software market estimates and forecast by others, 2017 - 2030 (USD Billion)
Table 17. North America data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 18. North America Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 19. North America Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 20. U.S. data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 21. U.S. Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 22. U.S. Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 23. Canada data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 24. Canada Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 25. Canada Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 26. Europe data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 27. Europe Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 28. Europe Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 29. UK. data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 30. UK. Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 31. UK. Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 32. Germany data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 33. Germany Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 34. Germany Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 35. France data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 36. France Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 37. France Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 38. Asia Pacific data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 39. Asia Pacific Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 40. Asia Pacific Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 41. China data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 42. China Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 43. China Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 44. Japan data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 45. Japan Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 46. Japan Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 47. India data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 48. India Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 49. India Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 50. Australia data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 51. Australia Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 52. Australia Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 53. South Korea data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 54. South Korea Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 55. South Korea Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 56. Latin America data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 57. Latin America Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 58. Latin America Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 59. Brazil data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 60. Brazil Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 61. Brazil Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 62. Middle East & Africa data and analytics software market Estimates And Forecast, 2017 - 2030 (USD Billion)
Table 63. Middle East & Africa Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 64. Middle East & Africa Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 65. UAE data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 66. UAE Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 67. UAE Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 68. South Africa data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 69. South Africa Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 70. South Africa Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 71. KSA data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 72. KSA Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 73. KSA Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 1. Data and analytics software - industry snapshot & key buying criteria, 2017 - 2030
Table 2. Global data and analytics software market, 2017 - 2030 (USD Million)
Table 3. Global Data and analytics software market estimates and forecast by deployment, 2017 - 2030 (USD Billion)
Table 4. Global Data and analytics software market estimates and forecast by end use, 2017 - 2030 (USD Billion)
Table 5. Global Data and analytics software market estimates and forecasts by region, 2017 - 2030 (USD Million)
Table 6. Data and analytics software market estimates and forecast by on-premises, 2017 - 2030 (USD Billion)
Table 7. Data and analytics software market estimates and forecast, by cloud, 2017 - 2030 (USD Billion)
Table 8. Data and analytics software market estimates and forecast by hybrid, 2017 - 2030 (USD Billion)
Table 9. Data and analytics software market estimates and forecast by BFSI, 2017 - 2030 (USD Billion)
Table 10. Data and analytics software market estimates and forecast by government, 2017 - 2030 (USD Billion)
Table 11. Data and analytics software market estimates and forecast by healthcare, 2017 - 2030 (USD Billion)
Table 12. Data and analytics software market estimates and forecast, by manufacturing, 2017 - 2030 (USD Billion)
Table 13. Data and analytics software market estimates and forecast by media & communications, 2017 - 2030 (USD Billion)
Table 14. Data and analytics software market estimates and forecast, by retail, 2017 - 2030 (USD Billion)
Table 15. Data and analytics software market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Billion)
Table 16. Data and analytics software market estimates and forecast by others, 2017 - 2030 (USD Billion)
Table 17. North America data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 18. North America Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 19. North America Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 20. U.S. data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 21. U.S. Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 22. U.S. Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 23. Canada data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 24. Canada Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 25. Canada Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 26. Europe data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 27. Europe Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 28. Europe Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 29. UK. data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 30. UK. Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 31. UK. Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 32. Germany data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 33. Germany Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 34. Germany Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 35. France data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 36. France Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 37. France Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 38. Asia Pacific data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 39. Asia Pacific Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 40. Asia Pacific Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 41. China data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 42. China Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 43. China Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 44. Japan data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 45. Japan Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 46. Japan Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 47. India data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 48. India Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 49. India Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 50. Australia data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 51. Australia Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 52. Australia Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 53. South Korea data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 54. South Korea Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 55. South Korea Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 56. Latin America data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 57. Latin America Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 58. Latin America Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 59. Brazil data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 60. Brazil Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 61. Brazil Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 62. Middle East & Africa data and analytics software market Estimates And Forecast, 2017 - 2030 (USD Billion)
Table 63. Middle East & Africa Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 64. Middle East & Africa Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 65. UAE data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 66. UAE Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 67. UAE Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 68. South Africa data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 69. South Africa Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 70. South Africa Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
Table 71. KSA data and analytics software market Estimates and Forecast, 2017 - 2030 (USD Billion)
Table 72. KSA Data and analytics software market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
Table 73. KSA Data and analytics software market estimates and forecast, by end use, 2017 - 2030 (USD Billion)
LIST OF FIGURES
Fig. 1 Data and Analytics Software Market Segmentation
Fig. 2 Technology landscape
Fig. 3 Information Procurement
Fig. 4 Data Analysis Models
Fig. 5 Market Formulation and Validation
Fig. 6 Data Validating & Publishing
Fig. 7 Market Snapshot
Fig. 8 Segment Snapshot
Fig. 9 Competitive Landscape Snapshot
Fig. 10 Data and analytics- Market Size and Growth Prospects (USD Million)
Fig. 11 Data and Analytics Software Market: Industry Value Chain Analysis
Fig. 12 Data and Analytics Software Market: Market Dynamics
Fig. 13 Data and Analytics Software Market: PORTER’s Analysis
Fig. 14 Data and Analytics Software Market: PESTEL Analysis
Fig. 15 Data and Analytics Software Market Share by Deployment, 2023 & 2030 (USD Million)
Fig. 16 Data and Analytics Software Market, by Deployment: Market Share, 2023 & 2030
Fig. 17 On-premises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 18 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 19 Hybrid Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million
Fig. 20 Data and Analytics Software Market Share by End Use, 2023 & 2030 (USD Million)
Fig. 21 Data and Analytics Software Market, by End Use: Market Share, 2023 & 2030
Fig. 22 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 23 Government Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 24 Healthcare Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 25 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 26 Media & Communications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 27 Retail Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 28 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 29 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 30 Data and Analytics Software Market Revenue, by Region, 2023 & 2030 (USD Million)
Fig. 31 Regional Marketplace: Key Takeaways
Fig. 32 Regional Marketplace: Key Takeaways
Fig. 33 North America Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 34 U.S. Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 35 Canada Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 36 Europe Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 37 UK. Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
Fig. 38 Germany Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 39 France Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 40 Asia Pacific Data and Analytics Software Market Estimates and Forecast, 2017 - 2030 (USD Million)
Fig. 41 China Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 42 Japan Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 43 India Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 44 Australia Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 45 South Korea Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 46 Latin America Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 47 Brazil Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 48 MEA Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 49 UAE Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 50 South Africa Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 51 KSA Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 52 Key Company Categorization
Fig. 53 Company Market Positioning
Fig. 54 Key Company Market Share Analysis, 2023
Fig. 55 Strategic Framework
Fig. 1 Data and Analytics Software Market Segmentation
Fig. 2 Technology landscape
Fig. 3 Information Procurement
Fig. 4 Data Analysis Models
Fig. 5 Market Formulation and Validation
Fig. 6 Data Validating & Publishing
Fig. 7 Market Snapshot
Fig. 8 Segment Snapshot
Fig. 9 Competitive Landscape Snapshot
Fig. 10 Data and analytics- Market Size and Growth Prospects (USD Million)
Fig. 11 Data and Analytics Software Market: Industry Value Chain Analysis
Fig. 12 Data and Analytics Software Market: Market Dynamics
Fig. 13 Data and Analytics Software Market: PORTER’s Analysis
Fig. 14 Data and Analytics Software Market: PESTEL Analysis
Fig. 15 Data and Analytics Software Market Share by Deployment, 2023 & 2030 (USD Million)
Fig. 16 Data and Analytics Software Market, by Deployment: Market Share, 2023 & 2030
Fig. 17 On-premises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 18 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 19 Hybrid Market Estimates & Forecasts, 2017 - 2030, (Revenue, USD Million
Fig. 20 Data and Analytics Software Market Share by End Use, 2023 & 2030 (USD Million)
Fig. 21 Data and Analytics Software Market, by End Use: Market Share, 2023 & 2030
Fig. 22 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 23 Government Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 24 Healthcare Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 25 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 26 Media & Communications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 27 Retail Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 28 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 29 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 30 Data and Analytics Software Market Revenue, by Region, 2023 & 2030 (USD Million)
Fig. 31 Regional Marketplace: Key Takeaways
Fig. 32 Regional Marketplace: Key Takeaways
Fig. 33 North America Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 34 U.S. Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 35 Canada Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 36 Europe Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 37 UK. Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
Fig. 38 Germany Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 39 France Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 40 Asia Pacific Data and Analytics Software Market Estimates and Forecast, 2017 - 2030 (USD Million)
Fig. 41 China Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 42 Japan Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 43 India Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 44 Australia Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 45 South Korea Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 46 Latin America Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 47 Brazil Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 48 MEA Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 49 UAE Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 50 South Africa Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 51 KSA Data and Analytics Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 52 Key Company Categorization
Fig. 53 Company Market Positioning
Fig. 54 Key Company Market Share Analysis, 2023
Fig. 55 Strategic Framework
