Global Data Science and Predictive Analytics Market 2024 by Company, Regions, Type and Application, Forecast to 2030

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Published Date: 20 Jan 2024

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Description
Table of Contents
Table of Figures
Research Methodology
Companies Mentioned
Related Reports
Product Tags

Description

According to our (Global Info Research) latest study, the global Data Science and Predictive Analytics market size was valued at USD million in 2023 and is forecast to a readjusted size of USD million by 2030 with a CAGR of % during review period.

Data Science is the study of various types of data such as structured, semi-structured and unstructured data in any form or formats available in order to get some information out of it.Predictive analytics is an area within Statistical Sciences where the existing information will be extracted and processed to predict the trends and outcomes pattern. The core of the subject lies in the analysis of existing context to predict an unknown event.

The Global Info Research report includes an overview of the development of the Data Science and Predictive Analytics industry chain, the market status of Market Development (Data Analysis, Scheme Customization), Business Summary (Data Analysis, Scheme Customization), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Data Science and Predictive Analytics.

Regionally, the report analyzes the Data Science and Predictive Analytics markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Data Science and Predictive Analytics market, with robust domestic demand, supportive policies, and a strong manufacturing base.

Key Features:
The report presents comprehensive understanding of the Data Science and Predictive Analytics market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Data Science and Predictive Analytics industry.

The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Data Analysis, Scheme Customization).

Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Data Science and Predictive Analytics market.

Regional Analysis: The report involves examining the Data Science and Predictive Analytics market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.

Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Data Science and Predictive Analytics market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.

The report also involves a more granular approach to Data Science and Predictive Analytics:
Company Analysis: Report covers individual Data Science and Predictive Analytics players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.

Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Data Science and Predictive Analytics This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (Market Development, Business Summary).

Technology Analysis: Report covers specific technologies relevant to Data Science and Predictive Analytics. It assesses the current state, advancements, and potential future developments in Data Science and Predictive Analytics areas.

Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Data Science and Predictive Analytics market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.

Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.

Market Segmentation
Data Science and Predictive Analytics market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.

Market segment by Type
    Data Analysis
    Scheme Customization

Market segment by Application
    Market Development
    Business Summary
    Future Forecast
    Others

Market segment by players, this report covers
    Salesforce
    Teradata Corporation
    SAS Institute
    SAP
    Oracle
    BioSymetrics
    Cyclica
    IBM Corporation
    Microsoft Corporation

Market segment by regions, regional analysis covers
    North America (United States, Canada, and Mexico)
    Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
    Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
    South America (Brazil, Argentina and Rest of South America)
    Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Data Science and Predictive Analytics product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Data Science and Predictive Analytics, with revenue, gross margin and global market share of Data Science and Predictive Analytics from 2019 to 2024.
Chapter 3, the Data Science and Predictive Analytics competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2019 to 2030.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2019 to 2024.and Data Science and Predictive Analytics market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Data Science and Predictive Analytics.
Chapter 13, to describe Data Science and Predictive Analytics research findings and conclusion.

Table of Contents

1 Market Overview
    1.1 Product Overview and Scope of Data Science and Predictive Analytics
    1.2 Market Estimation Caveats and Base Year
    1.3 Classification of Data Science and Predictive Analytics by Type
        1.3.1 Overview: Global Data Science and Predictive Analytics Market Size by Type: 2019 Versus 2023 Versus 2030
        1.3.2 Global Data Science and Predictive Analytics Consumption Value Market Share by Type in 2023
        1.3.3 Data Analysis
        1.3.4 Scheme Customization
    1.4 Global Data Science and Predictive Analytics Market by Application
        1.4.1 Overview: Global Data Science and Predictive Analytics Market Size by Application: 2019 Versus 2023 Versus 2030
        1.4.2 Market Development
        1.4.3 Business Summary
        1.4.4 Future Forecast
        1.4.5 Others
    1.5 Global Data Science and Predictive Analytics Market Size & Forecast
    1.6 Global Data Science and Predictive Analytics Market Size and Forecast by Region
        1.6.1 Global Data Science and Predictive Analytics Market Size by Region: 2019 VS 2023 VS 2030
        1.6.2 Global Data Science and Predictive Analytics Market Size by Region, (2019-2030)
        1.6.3 North America Data Science and Predictive Analytics Market Size and Prospect (2019-2030)
        1.6.4 Europe Data Science and Predictive Analytics Market Size and Prospect (2019-2030)
        1.6.5 Asia-Pacific Data Science and Predictive Analytics Market Size and Prospect (2019-2030)
        1.6.6 South America Data Science and Predictive Analytics Market Size and Prospect (2019-2030)
        1.6.7 Middle East and Africa Data Science and Predictive Analytics Market Size and Prospect (2019-2030)

2 Company Profiles
    2.1 Salesforce
        2.1.1 Salesforce Details
        2.1.2 Salesforce Major Business
        2.1.3 Salesforce Data Science and Predictive Analytics Product and Solutions
        2.1.4 Salesforce Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.1.5 Salesforce Recent Developments and Future Plans
    2.2 Teradata Corporation
        2.2.1 Teradata Corporation Details
        2.2.2 Teradata Corporation Major Business
        2.2.3 Teradata Corporation Data Science and Predictive Analytics Product and Solutions
        2.2.4 Teradata Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.2.5 Teradata Corporation Recent Developments and Future Plans
    2.3 SAS Institute
        2.3.1 SAS Institute Details
        2.3.2 SAS Institute Major Business
        2.3.3 SAS Institute Data Science and Predictive Analytics Product and Solutions
        2.3.4 SAS Institute Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.3.5 SAS Institute Recent Developments and Future Plans
    2.4 SAP
        2.4.1 SAP Details
        2.4.2 SAP Major Business
        2.4.3 SAP Data Science and Predictive Analytics Product and Solutions
        2.4.4 SAP Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.4.5 SAP Recent Developments and Future Plans
    2.5 Oracle
        2.5.1 Oracle Details
        2.5.2 Oracle Major Business
        2.5.3 Oracle Data Science and Predictive Analytics Product and Solutions
        2.5.4 Oracle Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.5.5 Oracle Recent Developments and Future Plans
    2.6 BioSymetrics
        2.6.1 BioSymetrics Details
        2.6.2 BioSymetrics Major Business
        2.6.3 BioSymetrics Data Science and Predictive Analytics Product and Solutions
        2.6.4 BioSymetrics Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.6.5 BioSymetrics Recent Developments and Future Plans
    2.7 Cyclica
        2.7.1 Cyclica Details
        2.7.2 Cyclica Major Business
        2.7.3 Cyclica Data Science and Predictive Analytics Product and Solutions
        2.7.4 Cyclica Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.7.5 Cyclica Recent Developments and Future Plans
    2.8 IBM Corporation
        2.8.1 IBM Corporation Details
        2.8.2 IBM Corporation Major Business
        2.8.3 IBM Corporation Data Science and Predictive Analytics Product and Solutions
        2.8.4 IBM Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.8.5 IBM Corporation Recent Developments and Future Plans
    2.9 Microsoft Corporation
        2.9.1 Microsoft Corporation Details
        2.9.2 Microsoft Corporation Major Business
        2.9.3 Microsoft Corporation Data Science and Predictive Analytics Product and Solutions
        2.9.4 Microsoft Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2019-2024)
        2.9.5 Microsoft Corporation Recent Developments and Future Plans

3 Market Competition, by Players
    3.1 Global Data Science and Predictive Analytics Revenue and Share by Players (2019-2024)
    3.2 Market Share Analysis (2023)
        3.2.1 Market Share of Data Science and Predictive Analytics by Company Revenue
        3.2.2 Top 3 Data Science and Predictive Analytics Players Market Share in 2023
        3.2.3 Top 6 Data Science and Predictive Analytics Players Market Share in 2023
    3.3 Data Science and Predictive Analytics Market: Overall Company Footprint Analysis
        3.3.1 Data Science and Predictive Analytics Market: Region Footprint
        3.3.2 Data Science and Predictive Analytics Market: Company Product Type Footprint
        3.3.3 Data Science and Predictive Analytics Market: Company Product Application Footprint
    3.4 New Market Entrants and Barriers to Market Entry
    3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type
    4.1 Global Data Science and Predictive Analytics Consumption Value and Market Share by Type (2019-2024)
    4.2 Global Data Science and Predictive Analytics Market Forecast by Type (2025-2030)

5 Market Size Segment by Application
    5.1 Global Data Science and Predictive Analytics Consumption Value Market Share by Application (2019-2024)
    5.2 Global Data Science and Predictive Analytics Market Forecast by Application (2025-2030)

6 North America
    6.1 North America Data Science and Predictive Analytics Consumption Value by Type (2019-2030)
    6.2 North America Data Science and Predictive Analytics Consumption Value by Application (2019-2030)
    6.3 North America Data Science and Predictive Analytics Market Size by Country
        6.3.1 North America Data Science and Predictive Analytics Consumption Value by Country (2019-2030)
        6.3.2 United States Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        6.3.3 Canada Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        6.3.4 Mexico Data Science and Predictive Analytics Market Size and Forecast (2019-2030)

7 Europe
    7.1 Europe Data Science and Predictive Analytics Consumption Value by Type (2019-2030)
    7.2 Europe Data Science and Predictive Analytics Consumption Value by Application (2019-2030)
    7.3 Europe Data Science and Predictive Analytics Market Size by Country
        7.3.1 Europe Data Science and Predictive Analytics Consumption Value by Country (2019-2030)
        7.3.2 Germany Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        7.3.3 France Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        7.3.4 United Kingdom Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        7.3.5 Russia Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        7.3.6 Italy Data Science and Predictive Analytics Market Size and Forecast (2019-2030)

8 Asia-Pacific
    8.1 Asia-Pacific Data Science and Predictive Analytics Consumption Value by Type (2019-2030)
    8.2 Asia-Pacific Data Science and Predictive Analytics Consumption Value by Application (2019-2030)
    8.3 Asia-Pacific Data Science and Predictive Analytics Market Size by Region
        8.3.1 Asia-Pacific Data Science and Predictive Analytics Consumption Value by Region (2019-2030)
        8.3.2 China Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        8.3.3 Japan Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        8.3.4 South Korea Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        8.3.5 India Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        8.3.6 Southeast Asia Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        8.3.7 Australia Data Science and Predictive Analytics Market Size and Forecast (2019-2030)

9 South America
    9.1 South America Data Science and Predictive Analytics Consumption Value by Type (2019-2030)
    9.2 South America Data Science and Predictive Analytics Consumption Value by Application (2019-2030)
    9.3 South America Data Science and Predictive Analytics Market Size by Country
        9.3.1 South America Data Science and Predictive Analytics Consumption Value by Country (2019-2030)
        9.3.2 Brazil Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        9.3.3 Argentina Data Science and Predictive Analytics Market Size and Forecast (2019-2030)

10 Middle East & Africa
    10.1 Middle East & Africa Data Science and Predictive Analytics Consumption Value by Type (2019-2030)
    10.2 Middle East & Africa Data Science and Predictive Analytics Consumption Value by Application (2019-2030)
    10.3 Middle East & Africa Data Science and Predictive Analytics Market Size by Country
        10.3.1 Middle East & Africa Data Science and Predictive Analytics Consumption Value by Country (2019-2030)
        10.3.2 Turkey Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        10.3.3 Saudi Arabia Data Science and Predictive Analytics Market Size and Forecast (2019-2030)
        10.3.4 UAE Data Science and Predictive Analytics Market Size and Forecast (2019-2030)

11 Market Dynamics
    11.1 Data Science and Predictive Analytics Market Drivers
    11.2 Data Science and Predictive Analytics Market Restraints
    11.3 Data Science and Predictive Analytics Trends Analysis
    11.4 Porters Five Forces Analysis
        11.4.1 Threat of New Entrants
        11.4.2 Bargaining Power of Suppliers
        11.4.3 Bargaining Power of Buyers
        11.4.4 Threat of Substitutes
        11.4.5 Competitive Rivalry

12 Industry Chain Analysis
    12.1 Data Science and Predictive Analytics Industry Chain
    12.2 Data Science and Predictive Analytics Upstream Analysis
    12.3 Data Science and Predictive Analytics Midstream Analysis
    12.4 Data Science and Predictive Analytics Downstream Analysis

13 Research Findings and Conclusion

14 Appendix
    14.1 Methodology
    14.2 Research Process and Data Source
    14.3 Disclaimer

Table of Figures

List of Tables
    Table 1. Global Data Science and Predictive Analytics Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
    Table 2. Global Data Science and Predictive Analytics Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
    Table 3. Global Data Science and Predictive Analytics Consumption Value by Region (2019-2024) & (USD Million)
    Table 4. Global Data Science and Predictive Analytics Consumption Value by Region (2025-2030) & (USD Million)
    Table 5. Salesforce Company Information, Head Office, and Major Competitors
    Table 6. Salesforce Major Business
    Table 7. Salesforce Data Science and Predictive Analytics Product and Solutions
    Table 8. Salesforce Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 9. Salesforce Recent Developments and Future Plans
    Table 10. Teradata Corporation Company Information, Head Office, and Major Competitors
    Table 11. Teradata Corporation Major Business
    Table 12. Teradata Corporation Data Science and Predictive Analytics Product and Solutions
    Table 13. Teradata Corporation Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 14. Teradata Corporation Recent Developments and Future Plans
    Table 15. SAS Institute Company Information, Head Office, and Major Competitors
    Table 16. SAS Institute Major Business
    Table 17. SAS Institute Data Science and Predictive Analytics Product and Solutions
    Table 18. SAS Institute Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 19. SAS Institute Recent Developments and Future Plans
    Table 20. SAP Company Information, Head Office, and Major Competitors
    Table 21. SAP Major Business
    Table 22. SAP Data Science and Predictive Analytics Product and Solutions
    Table 23. SAP Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 24. SAP Recent Developments and Future Plans
    Table 25. Oracle Company Information, Head Office, and Major Competitors
    Table 26. Oracle Major Business
    Table 27. Oracle Data Science and Predictive Analytics Product and Solutions
    Table 28. Oracle Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 29. Oracle Recent Developments and Future Plans
    Table 30. BioSymetrics Company Information, Head Office, and Major Competitors
    Table 31. BioSymetrics Major Business
    Table 32. BioSymetrics Data Science and Predictive Analytics Product and Solutions
    Table 33. BioSymetrics Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 34. BioSymetrics Recent Developments and Future Plans
    Table 35. Cyclica Company Information, Head Office, and Major Competitors
    Table 36. Cyclica Major Business
    Table 37. Cyclica Data Science and Predictive Analytics Product and Solutions
    Table 38. Cyclica Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 39. Cyclica Recent Developments and Future Plans
    Table 40. IBM Corporation Company Information, Head Office, and Major Competitors
    Table 41. IBM Corporation Major Business
    Table 42. IBM Corporation Data Science and Predictive Analytics Product and Solutions
    Table 43. IBM Corporation Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 44. IBM Corporation Recent Developments and Future Plans
    Table 45. Microsoft Corporation Company Information, Head Office, and Major Competitors
    Table 46. Microsoft Corporation Major Business
    Table 47. Microsoft Corporation Data Science and Predictive Analytics Product and Solutions
    Table 48. Microsoft Corporation Data Science and Predictive Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 49. Microsoft Corporation Recent Developments and Future Plans
    Table 50. Global Data Science and Predictive Analytics Revenue (USD Million) by Players (2019-2024)
    Table 51. Global Data Science and Predictive Analytics Revenue Share by Players (2019-2024)
    Table 52. Breakdown of Data Science and Predictive Analytics by Company Type (Tier 1, Tier 2, and Tier 3)
    Table 53. Market Position of Players in Data Science and Predictive Analytics, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
    Table 54. Head Office of Key Data Science and Predictive Analytics Players
    Table 55. Data Science and Predictive Analytics Market: Company Product Type Footprint
    Table 56. Data Science and Predictive Analytics Market: Company Product Application Footprint
    Table 57. Data Science and Predictive Analytics New Market Entrants and Barriers to Market Entry
    Table 58. Data Science and Predictive Analytics Mergers, Acquisition, Agreements, and Collaborations
    Table 59. Global Data Science and Predictive Analytics Consumption Value (USD Million) by Type (2019-2024)
    Table 60. Global Data Science and Predictive Analytics Consumption Value Share by Type (2019-2024)
    Table 61. Global Data Science and Predictive Analytics Consumption Value Forecast by Type (2025-2030)
    Table 62. Global Data Science and Predictive Analytics Consumption Value by Application (2019-2024)
    Table 63. Global Data Science and Predictive Analytics Consumption Value Forecast by Application (2025-2030)
    Table 64. North America Data Science and Predictive Analytics Consumption Value by Type (2019-2024) & (USD Million)
    Table 65. North America Data Science and Predictive Analytics Consumption Value by Type (2025-2030) & (USD Million)
    Table 66. North America Data Science and Predictive Analytics Consumption Value by Application (2019-2024) & (USD Million)
    Table 67. North America Data Science and Predictive Analytics Consumption Value by Application (2025-2030) & (USD Million)
    Table 68. North America Data Science and Predictive Analytics Consumption Value by Country (2019-2024) & (USD Million)
    Table 69. North America Data Science and Predictive Analytics Consumption Value by Country (2025-2030) & (USD Million)
    Table 70. Europe Data Science and Predictive Analytics Consumption Value by Type (2019-2024) & (USD Million)
    Table 71. Europe Data Science and Predictive Analytics Consumption Value by Type (2025-2030) & (USD Million)
    Table 72. Europe Data Science and Predictive Analytics Consumption Value by Application (2019-2024) & (USD Million)
    Table 73. Europe Data Science and Predictive Analytics Consumption Value by Application (2025-2030) & (USD Million)
    Table 74. Europe Data Science and Predictive Analytics Consumption Value by Country (2019-2024) & (USD Million)
    Table 75. Europe Data Science and Predictive Analytics Consumption Value by Country (2025-2030) & (USD Million)
    Table 76. Asia-Pacific Data Science and Predictive Analytics Consumption Value by Type (2019-2024) & (USD Million)
    Table 77. Asia-Pacific Data Science and Predictive Analytics Consumption Value by Type (2025-2030) & (USD Million)
    Table 78. Asia-Pacific Data Science and Predictive Analytics Consumption Value by Application (2019-2024) & (USD Million)
    Table 79. Asia-Pacific Data Science and Predictive Analytics Consumption Value by Application (2025-2030) & (USD Million)
    Table 80. Asia-Pacific Data Science and Predictive Analytics Consumption Value by Region (2019-2024) & (USD Million)
    Table 81. Asia-Pacific Data Science and Predictive Analytics Consumption Value by Region (2025-2030) & (USD Million)
    Table 82. South America Data Science and Predictive Analytics Consumption Value by Type (2019-2024) & (USD Million)
    Table 83. South America Data Science and Predictive Analytics Consumption Value by Type (2025-2030) & (USD Million)
    Table 84. South America Data Science and Predictive Analytics Consumption Value by Application (2019-2024) & (USD Million)
    Table 85. South America Data Science and Predictive Analytics Consumption Value by Application (2025-2030) & (USD Million)
    Table 86. South America Data Science and Predictive Analytics Consumption Value by Country (2019-2024) & (USD Million)
    Table 87. South America Data Science and Predictive Analytics Consumption Value by Country (2025-2030) & (USD Million)
    Table 88. Middle East & Africa Data Science and Predictive Analytics Consumption Value by Type (2019-2024) & (USD Million)
    Table 89. Middle East & Africa Data Science and Predictive Analytics Consumption Value by Type (2025-2030) & (USD Million)
    Table 90. Middle East & Africa Data Science and Predictive Analytics Consumption Value by Application (2019-2024) & (USD Million)
    Table 91. Middle East & Africa Data Science and Predictive Analytics Consumption Value by Application (2025-2030) & (USD Million)
    Table 92. Middle East & Africa Data Science and Predictive Analytics Consumption Value by Country (2019-2024) & (USD Million)
    Table 93. Middle East & Africa Data Science and Predictive Analytics Consumption Value by Country (2025-2030) & (USD Million)
    Table 94. Data Science and Predictive Analytics Raw Material
    Table 95. Key Suppliers of Data Science and Predictive Analytics Raw Materials
List of Figures
    Figure 1. Data Science and Predictive Analytics Picture
    Figure 2. Global Data Science and Predictive Analytics Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
    Figure 3. Global Data Science and Predictive Analytics Consumption Value Market Share by Type in 2023
    Figure 4. Data Analysis
    Figure 5. Scheme Customization
    Figure 6. Global Data Science and Predictive Analytics Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
    Figure 7. Data Science and Predictive Analytics Consumption Value Market Share by Application in 2023
    Figure 8. Market Development Picture
    Figure 9. Business Summary Picture
    Figure 10. Future Forecast Picture
    Figure 11. Others Picture
    Figure 12. Global Data Science and Predictive Analytics Consumption Value, (USD Million): 2019 & 2023 & 2030
    Figure 13. Global Data Science and Predictive Analytics Consumption Value and Forecast (2019-2030) & (USD Million)
    Figure 14. Global Market Data Science and Predictive Analytics Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
    Figure 15. Global Data Science and Predictive Analytics Consumption Value Market Share by Region (2019-2030)
    Figure 16. Global Data Science and Predictive Analytics Consumption Value Market Share by Region in 2023
    Figure 17. North America Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 18. Europe Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 19. Asia-Pacific Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 20. South America Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 21. Middle East and Africa Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 22. Global Data Science and Predictive Analytics Revenue Share by Players in 2023
    Figure 23. Data Science and Predictive Analytics Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
    Figure 24. Global Top 3 Players Data Science and Predictive Analytics Market Share in 2023
    Figure 25. Global Top 6 Players Data Science and Predictive Analytics Market Share in 2023
    Figure 26. Global Data Science and Predictive Analytics Consumption Value Share by Type (2019-2024)
    Figure 27. Global Data Science and Predictive Analytics Market Share Forecast by Type (2025-2030)
    Figure 28. Global Data Science and Predictive Analytics Consumption Value Share by Application (2019-2024)
    Figure 29. Global Data Science and Predictive Analytics Market Share Forecast by Application (2025-2030)
    Figure 30. North America Data Science and Predictive Analytics Consumption Value Market Share by Type (2019-2030)
    Figure 31. North America Data Science and Predictive Analytics Consumption Value Market Share by Application (2019-2030)
    Figure 32. North America Data Science and Predictive Analytics Consumption Value Market Share by Country (2019-2030)
    Figure 33. United States Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 34. Canada Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 35. Mexico Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 36. Europe Data Science and Predictive Analytics Consumption Value Market Share by Type (2019-2030)
    Figure 37. Europe Data Science and Predictive Analytics Consumption Value Market Share by Application (2019-2030)
    Figure 38. Europe Data Science and Predictive Analytics Consumption Value Market Share by Country (2019-2030)
    Figure 39. Germany Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 40. France Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 41. United Kingdom Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 42. Russia Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 43. Italy Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 44. Asia-Pacific Data Science and Predictive Analytics Consumption Value Market Share by Type (2019-2030)
    Figure 45. Asia-Pacific Data Science and Predictive Analytics Consumption Value Market Share by Application (2019-2030)
    Figure 46. Asia-Pacific Data Science and Predictive Analytics Consumption Value Market Share by Region (2019-2030)
    Figure 47. China Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 48. Japan Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 49. South Korea Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 50. India Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 51. Southeast Asia Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 52. Australia Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 53. South America Data Science and Predictive Analytics Consumption Value Market Share by Type (2019-2030)
    Figure 54. South America Data Science and Predictive Analytics Consumption Value Market Share by Application (2019-2030)
    Figure 55. South America Data Science and Predictive Analytics Consumption Value Market Share by Country (2019-2030)
    Figure 56. Brazil Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 57. Argentina Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 58. Middle East and Africa Data Science and Predictive Analytics Consumption Value Market Share by Type (2019-2030)
    Figure 59. Middle East and Africa Data Science and Predictive Analytics Consumption Value Market Share by Application (2019-2030)
    Figure 60. Middle East and Africa Data Science and Predictive Analytics Consumption Value Market Share by Country (2019-2030)
    Figure 61. Turkey Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 62. Saudi Arabia Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 63. UAE Data Science and Predictive Analytics Consumption Value (2019-2030) & (USD Million)
    Figure 64. Data Science and Predictive Analytics Market Drivers
    Figure 65. Data Science and Predictive Analytics Market Restraints
    Figure 66. Data Science and Predictive Analytics Market Trends
    Figure 67. Porters Five Forces Analysis
    Figure 68. Manufacturing Cost Structure Analysis of Data Science and Predictive Analytics in 2023
    Figure 69. Manufacturing Process Analysis of Data Science and Predictive Analytics
    Figure 70. Data Science and Predictive Analytics Industrial Chain
    Figure 71. Methodology
    Figure 72. Research Process and Data Source

Research Methodology

Client Requirements

Review and analyze client requirements

Discussion of all the project requirements and queries

Flexibility Check

Project Feasibility Analysis

Finalizing tentative research programme

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

Determination of key drivers, restraints, challenge, and opportunity

Identifies market needs and trends

Market Size Estimation & Forecast

Estimation of historical data based on secondary and primary data

Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

Consideration of geography, region-specific product/service demand for region segments

Consideration of product utilization rates, product demand outlook for segments by application or end-user.

Data Source

Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

Collection of data

Cumulating and collating the essential qualitative and quantitative data

Generation of report in client requested format by research analysts

Reviews by expert analysts

Final quality check

Clarifying queries

Receiving feedback

Ensuring satisfaction

01 Identification of data

This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.
02 Evaluation of Market Dynamic

This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.
03 Collection of Data

This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.
04 Collaboration of Data

This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.
05 Verification and Analysis

This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

Companies Mentioned

Salesforce
Teradata Corporation
SAS Institute
SAP
Oracle
BioSymetrics
Cyclica
IBM Corporation
Microsoft Corporation

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