Global Data Science and Predictive Analytics Supply, Demand and Key Producers, 2023-2029

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Published Date: 13 Feb 2023

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

Description

The global Data Science and Predictive Analytics market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

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.

This report studies the global Data Science and Predictive Analytics demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Data Science and Predictive Analytics, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Data Science and Predictive Analytics that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Data Science and Predictive Analytics total market, 2018-2029, (USD Million)
Global Data Science and Predictive Analytics total market by region & country, CAGR, 2018-2029, (USD Million)
U.S. VS China: Data Science and Predictive Analytics total market, key domestic companies and share, (USD Million)
Global Data Science and Predictive Analytics revenue by player and market share 2018-2023, (USD Million)
Global Data Science and Predictive Analytics total market by Type, CAGR, 2018-2029, (USD Million)
Global Data Science and Predictive Analytics total market by Application, CAGR, 2018-2029, (USD Million)
This reports profiles major players in the global Data Science and Predictive Analytics market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Salesforce, Teradata Corporation, SAS Institute, SAP, Oracle, BioSymetrics, Cyclica, IBM Corporation and Microsoft Corporation, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Data Science and Predictive Analytics market
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Data Science and Predictive Analytics Market, By Region:
    United States
    China
    Europe
    Japan
    South Korea
    ASEAN
    India
    Rest of World

Global Data Science and Predictive Analytics Market, Segmentation by Type
    Data Analysis
    Scheme Customization

Global Data Science and Predictive Analytics Market, Segmentation by Application
    Market Development
    Business Summary
    Future Forecast
    Others

Companies Profiled:
    Salesforce
    Teradata Corporation
    SAS Institute
    SAP
    Oracle
    BioSymetrics
    Cyclica
    IBM Corporation
    Microsoft Corporation

Key Questions Answered
1. How big is the global Data Science and Predictive Analytics market?
2. What is the demand of the global Data Science and Predictive Analytics market?
3. What is the year over year growth of the global Data Science and Predictive Analytics market?
4. What is the total value of the global Data Science and Predictive Analytics market?
5. Who are the major players in the global Data Science and Predictive Analytics market?
6. What are the growth factors driving the market demand?

Table of Contents

1 Supply Summary
    1.1 Data Science and Predictive Analytics Introduction
    1.2 World Data Science and Predictive Analytics Market Size & Forecast (2018 & 2022 & 2029)
    1.3 World Data Science and Predictive Analytics Total Market by Region (by Headquarter Location)
        1.3.1 World Data Science and Predictive Analytics Market Size by Region (2018-2029), (by Headquarter Location)
        1.3.2 United States Data Science and Predictive Analytics Market Size (2018-2029)
        1.3.3 China Data Science and Predictive Analytics Market Size (2018-2029)
        1.3.4 Europe Data Science and Predictive Analytics Market Size (2018-2029)
        1.3.5 Japan Data Science and Predictive Analytics Market Size (2018-2029)
        1.3.6 South Korea Data Science and Predictive Analytics Market Size (2018-2029)
        1.3.7 ASEAN Data Science and Predictive Analytics Market Size (2018-2029)
        1.3.8 India Data Science and Predictive Analytics Market Size (2018-2029)
    1.4 Market Drivers, Restraints and Trends
        1.4.1 Data Science and Predictive Analytics Market Drivers
        1.4.2 Factors Affecting Demand
        1.4.3 Data Science and Predictive Analytics Major Market Trends
    1.5 Influence of COVID-19 and Russia-Ukraine War
        1.5.1 Influence of COVID-19
        1.5.2 Influence of Russia-Ukraine War

2 Demand Summary
    2.1 World Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.2 World Data Science and Predictive Analytics Consumption Value by Region
        2.2.1 World Data Science and Predictive Analytics Consumption Value by Region (2018-2023)
        2.2.2 World Data Science and Predictive Analytics Consumption Value Forecast by Region (2024-2029)
    2.3 United States Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.4 China Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.5 Europe Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.6 Japan Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.7 South Korea Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.8 ASEAN Data Science and Predictive Analytics Consumption Value (2018-2029)
    2.9 India Data Science and Predictive Analytics Consumption Value (2018-2029)

3 World Data Science and Predictive Analytics Companies Competitive Analysis
    3.1 World Data Science and Predictive Analytics Revenue by Player (2018-2023)
    3.2 Industry Rank and Concentration Rate (CR)
        3.2.1 Global Data Science and Predictive Analytics Industry Rank of Major Players
        3.2.2 Global Concentration Ratios (CR4) for Data Science and Predictive Analytics in 2022
        3.2.3 Global Concentration Ratios (CR8) for Data Science and Predictive Analytics in 2022
    3.3 Data Science and Predictive Analytics Company Evaluation Quadrant
    3.4 Data Science and Predictive Analytics Market: Overall Company Footprint Analysis
        3.4.1 Data Science and Predictive Analytics Market: Region Footprint
        3.4.2 Data Science and Predictive Analytics Market: Company Product Type Footprint
        3.4.3 Data Science and Predictive Analytics Market: Company Product Application Footprint
    3.5 Competitive Environment
        3.5.1 Historical Structure of the Industry
        3.5.2 Barriers of Market Entry
        3.5.3 Factors of Competition
    3.6 Mergers, Acquisitions Activity

4 United States VS China VS Rest of the World (by Headquarter Location)
    4.1 United States VS China: Data Science and Predictive Analytics Revenue Comparison (by Headquarter Location)
        4.1.1 United States VS China: Data Science and Predictive Analytics Market Size Comparison (2018 & 2022 & 2029) (by Headquarter Location)
        4.1.2 United States VS China: Data Science and Predictive Analytics Revenue Market Share Comparison (2018 & 2022 & 2029)
    4.2 United States Based Companies VS China Based Companies: Data Science and Predictive Analytics Consumption Value Comparison
        4.2.1 United States VS China: Data Science and Predictive Analytics Consumption Value Comparison (2018 & 2022 & 2029)
        4.2.2 United States VS China: Data Science and Predictive Analytics Consumption Value Market Share Comparison (2018 & 2022 & 2029)
    4.3 United States Based Data Science and Predictive Analytics Companies and Market Share, 2018-2023
        4.3.1 United States Based Data Science and Predictive Analytics Companies, Headquarters (States, Country)
        4.3.2 United States Based Companies Data Science and Predictive Analytics Revenue, (2018-2023)
    4.4 China Based Companies Data Science and Predictive Analytics Revenue and Market Share, 2018-2023
        4.4.1 China Based Data Science and Predictive Analytics Companies, Company Headquarters (Province, Country)
        4.4.2 China Based Companies Data Science and Predictive Analytics Revenue, (2018-2023)
    4.5 Rest of World Based Data Science and Predictive Analytics Companies and Market Share, 2018-2023
        4.5.1 Rest of World Based Data Science and Predictive Analytics Companies, Headquarters (States, Country)
        4.5.2 Rest of World Based Companies Data Science and Predictive Analytics Revenue, (2018-2023)

5 Market Analysis by Type
    5.1 World Data Science and Predictive Analytics Market Size Overview by Type: 2018 VS 2022 VS 2029
    5.2 Segment Introduction by Type
        5.2.1 Data Analysis
        5.2.2 Scheme Customization
    5.3 Market Segment by Type
        5.3.1 World Data Science and Predictive Analytics Market Size by Type (2018-2023)
        5.3.2 World Data Science and Predictive Analytics Market Size by Type (2024-2029)
        5.3.3 World Data Science and Predictive Analytics Market Size Market Share by Type (2018-2029)

6 Market Analysis by Application
    6.1 World Data Science and Predictive Analytics Market Size Overview by Application: 2018 VS 2022 VS 2029
    6.2 Segment Introduction by Application
        6.2.1 Market Development
        6.2.2 Business Summary
        6.2.3 Future Forecast
        6.2.4 Others
        6.2.5 Others
    6.3 Market Segment by Application
        6.3.1 World Data Science and Predictive Analytics Market Size by Application (2018-2023)
        6.3.2 World Data Science and Predictive Analytics Market Size by Application (2024-2029)
        6.3.3 World Data Science and Predictive Analytics Market Size by Application (2018-2029)

7 Company Profiles
    7.1 Salesforce
        7.1.1 Salesforce Details
        7.1.2 Salesforce Major Business
        7.1.3 Salesforce Data Science and Predictive Analytics Product and Services
        7.1.4 Salesforce Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.1.5 Salesforce Recent Developments/Updates
        7.1.6 Salesforce Competitive Strengths & Weaknesses
    7.2 Teradata Corporation
        7.2.1 Teradata Corporation Details
        7.2.2 Teradata Corporation Major Business
        7.2.3 Teradata Corporation Data Science and Predictive Analytics Product and Services
        7.2.4 Teradata Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.2.5 Teradata Corporation Recent Developments/Updates
        7.2.6 Teradata Corporation Competitive Strengths & Weaknesses
    7.3 SAS Institute
        7.3.1 SAS Institute Details
        7.3.2 SAS Institute Major Business
        7.3.3 SAS Institute Data Science and Predictive Analytics Product and Services
        7.3.4 SAS Institute Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.3.5 SAS Institute Recent Developments/Updates
        7.3.6 SAS Institute Competitive Strengths & Weaknesses
    7.4 SAP
        7.4.1 SAP Details
        7.4.2 SAP Major Business
        7.4.3 SAP Data Science and Predictive Analytics Product and Services
        7.4.4 SAP Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.4.5 SAP Recent Developments/Updates
        7.4.6 SAP Competitive Strengths & Weaknesses
    7.5 Oracle
        7.5.1 Oracle Details
        7.5.2 Oracle Major Business
        7.5.3 Oracle Data Science and Predictive Analytics Product and Services
        7.5.4 Oracle Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.5.5 Oracle Recent Developments/Updates
        7.5.6 Oracle Competitive Strengths & Weaknesses
    7.6 BioSymetrics
        7.6.1 BioSymetrics Details
        7.6.2 BioSymetrics Major Business
        7.6.3 BioSymetrics Data Science and Predictive Analytics Product and Services
        7.6.4 BioSymetrics Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.6.5 BioSymetrics Recent Developments/Updates
        7.6.6 BioSymetrics Competitive Strengths & Weaknesses
    7.7 Cyclica
        7.7.1 Cyclica Details
        7.7.2 Cyclica Major Business
        7.7.3 Cyclica Data Science and Predictive Analytics Product and Services
        7.7.4 Cyclica Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.7.5 Cyclica Recent Developments/Updates
        7.7.6 Cyclica Competitive Strengths & Weaknesses
    7.8 IBM Corporation
        7.8.1 IBM Corporation Details
        7.8.2 IBM Corporation Major Business
        7.8.3 IBM Corporation Data Science and Predictive Analytics Product and Services
        7.8.4 IBM Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.8.5 IBM Corporation Recent Developments/Updates
        7.8.6 IBM Corporation Competitive Strengths & Weaknesses
    7.9 Microsoft Corporation
        7.9.1 Microsoft Corporation Details
        7.9.2 Microsoft Corporation Major Business
        7.9.3 Microsoft Corporation Data Science and Predictive Analytics Product and Services
        7.9.4 Microsoft Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023)
        7.9.5 Microsoft Corporation Recent Developments/Updates
        7.9.6 Microsoft Corporation Competitive Strengths & Weaknesses

8 Industry Chain Analysis
    8.1 Data Science and Predictive Analytics Industry Chain
    8.2 Data Science and Predictive Analytics Upstream Analysis
    8.3 Data Science and Predictive Analytics Midstream Analysis
    8.4 Data Science and Predictive Analytics Downstream Analysis

9 Research Findings and Conclusion

10 Appendix
    10.1 Methodology
    10.2 Research Process and Data Source
    10.3 Disclaimer

Table of Figures

List of Tables
    Table 1. World Data Science and Predictive Analytics Revenue by Region (2018, 2022 and 2029) & (USD Million), (by Headquarter Location)
    Table 2. World Data Science and Predictive Analytics Revenue by Region (2018-2023) & (USD Million), (by Headquarter Location)
    Table 3. World Data Science and Predictive Analytics Revenue by Region (2024-2029) & (USD Million), (by Headquarter Location)
    Table 4. World Data Science and Predictive Analytics Revenue Market Share by Region (2018-2023), (by Headquarter Location)
    Table 5. World Data Science and Predictive Analytics Revenue Market Share by Region (2024-2029), (by Headquarter Location)
    Table 6. Major Market Trends
    Table 7. World Data Science and Predictive Analytics Consumption Value Growth Rate Forecast by Region (2018 & 2022 & 2029) & (USD Million)
    Table 8. World Data Science and Predictive Analytics Consumption Value by Region (2018-2023) & (USD Million)
    Table 9. World Data Science and Predictive Analytics Consumption Value Forecast by Region (2024-2029) & (USD Million)
    Table 10. World Data Science and Predictive Analytics Revenue by Player (2018-2023) & (USD Million)
    Table 11. Revenue Market Share of Key Data Science and Predictive Analytics Players in 2022
    Table 12. World Data Science and Predictive Analytics Industry Rank of Major Player, Based on Revenue in 2022
    Table 13. Global Data Science and Predictive Analytics Company Evaluation Quadrant
    Table 14. Head Office of Key Data Science and Predictive Analytics Player
    Table 15. Data Science and Predictive Analytics Market: Company Product Type Footprint
    Table 16. Data Science and Predictive Analytics Market: Company Product Application Footprint
    Table 17. Data Science and Predictive Analytics Mergers & Acquisitions Activity
    Table 18. United States VS China Data Science and Predictive Analytics Market Size Comparison, (2018 & 2022 & 2029) & (USD Million)
    Table 19. United States VS China Data Science and Predictive Analytics Consumption Value Comparison, (2018 & 2022 & 2029) & (USD Million)
    Table 20. United States Based Data Science and Predictive Analytics Companies, Headquarters (States, Country)
    Table 21. United States Based Companies Data Science and Predictive Analytics Revenue, (2018-2023) & (USD Million)
    Table 22. United States Based Companies Data Science and Predictive Analytics Revenue Market Share (2018-2023)
    Table 23. China Based Data Science and Predictive Analytics Companies, Headquarters (Province, Country)
    Table 24. China Based Companies Data Science and Predictive Analytics Revenue, (2018-2023) & (USD Million)
    Table 25. China Based Companies Data Science and Predictive Analytics Revenue Market Share (2018-2023)
    Table 26. Rest of World Based Data Science and Predictive Analytics Companies, Headquarters (States, Country)
    Table 27. Rest of World Based Companies Data Science and Predictive Analytics Revenue, (2018-2023) & (USD Million)
    Table 28. Rest of World Based Companies Data Science and Predictive Analytics Revenue Market Share (2018-2023)
    Table 29. World Data Science and Predictive Analytics Market Size by Type, (USD Million), 2018 & 2022 & 2029
    Table 30. World Data Science and Predictive Analytics Market Size by Type (2018-2023) & (USD Million)
    Table 31. World Data Science and Predictive Analytics Market Size by Type (2024-2029) & (USD Million)
    Table 32. World Data Science and Predictive Analytics Market Size by Application, (USD Million), 2018 & 2022 & 2029
    Table 33. World Data Science and Predictive Analytics Market Size by Application (2018-2023) & (USD Million)
    Table 34. World Data Science and Predictive Analytics Market Size by Application (2024-2029) & (USD Million)
    Table 35. Salesforce Basic Information, Area Served and Competitors
    Table 36. Salesforce Major Business
    Table 37. Salesforce Data Science and Predictive Analytics Product and Services
    Table 38. Salesforce Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 39. Salesforce Recent Developments/Updates
    Table 40. Salesforce Competitive Strengths & Weaknesses
    Table 41. Teradata Corporation Basic Information, Area Served and Competitors
    Table 42. Teradata Corporation Major Business
    Table 43. Teradata Corporation Data Science and Predictive Analytics Product and Services
    Table 44. Teradata Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 45. Teradata Corporation Recent Developments/Updates
    Table 46. Teradata Corporation Competitive Strengths & Weaknesses
    Table 47. SAS Institute Basic Information, Area Served and Competitors
    Table 48. SAS Institute Major Business
    Table 49. SAS Institute Data Science and Predictive Analytics Product and Services
    Table 50. SAS Institute Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 51. SAS Institute Recent Developments/Updates
    Table 52. SAS Institute Competitive Strengths & Weaknesses
    Table 53. SAP Basic Information, Area Served and Competitors
    Table 54. SAP Major Business
    Table 55. SAP Data Science and Predictive Analytics Product and Services
    Table 56. SAP Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 57. SAP Recent Developments/Updates
    Table 58. SAP Competitive Strengths & Weaknesses
    Table 59. Oracle Basic Information, Area Served and Competitors
    Table 60. Oracle Major Business
    Table 61. Oracle Data Science and Predictive Analytics Product and Services
    Table 62. Oracle Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 63. Oracle Recent Developments/Updates
    Table 64. Oracle Competitive Strengths & Weaknesses
    Table 65. BioSymetrics Basic Information, Area Served and Competitors
    Table 66. BioSymetrics Major Business
    Table 67. BioSymetrics Data Science and Predictive Analytics Product and Services
    Table 68. BioSymetrics Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 69. BioSymetrics Recent Developments/Updates
    Table 70. BioSymetrics Competitive Strengths & Weaknesses
    Table 71. Cyclica Basic Information, Area Served and Competitors
    Table 72. Cyclica Major Business
    Table 73. Cyclica Data Science and Predictive Analytics Product and Services
    Table 74. Cyclica Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 75. Cyclica Recent Developments/Updates
    Table 76. Cyclica Competitive Strengths & Weaknesses
    Table 77. IBM Corporation Basic Information, Area Served and Competitors
    Table 78. IBM Corporation Major Business
    Table 79. IBM Corporation Data Science and Predictive Analytics Product and Services
    Table 80. IBM Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 81. IBM Corporation Recent Developments/Updates
    Table 82. Microsoft Corporation Basic Information, Area Served and Competitors
    Table 83. Microsoft Corporation Major Business
    Table 84. Microsoft Corporation Data Science and Predictive Analytics Product and Services
    Table 85. Microsoft Corporation Data Science and Predictive Analytics Revenue, Gross Margin and Market Share (2018-2023) & (USD Million)
    Table 86. Global Key Players of Data Science and Predictive Analytics Upstream (Raw Materials)
    Table 87. Data Science and Predictive Analytics Typical Customers
List of Figure
    Figure 1. Data Science and Predictive Analytics Picture
    Figure 2. World Data Science and Predictive Analytics Total Market Size: 2018 & 2022 & 2029, (USD Million)
    Figure 3. World Data Science and Predictive Analytics Total Market Size (2018-2029) & (USD Million)
    Figure 4. World Data Science and Predictive Analytics Revenue Market Share by Region (2018, 2022 and 2029) & (USD Million) , (by Headquarter Location)
    Figure 5. World Data Science and Predictive Analytics Revenue Market Share by Region (2018-2029), (by Headquarter Location)
    Figure 6. United States Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 7. China Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 8. Europe Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 9. Japan Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 10. South Korea Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 11. ASEAN Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 12. India Based Company Data Science and Predictive Analytics Revenue (2018-2029) & (USD Million)
    Figure 13. Data Science and Predictive Analytics Market Drivers
    Figure 14. Factors Affecting Demand
    Figure 15. World Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 16. World Data Science and Predictive Analytics Consumption Value Market Share by Region (2018-2029)
    Figure 17. United States Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 18. China Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 19. Europe Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 20. Japan Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 21. South Korea Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 22. ASEAN Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 23. India Data Science and Predictive Analytics Consumption Value (2018-2029) & (USD Million)
    Figure 24. Producer Shipments of Data Science and Predictive Analytics by Player Revenue ($MM) and Market Share (%): 2022
    Figure 25. Global Four-firm Concentration Ratios (CR4) for Data Science and Predictive Analytics Markets in 2022
    Figure 26. Global Four-firm Concentration Ratios (CR8) for Data Science and Predictive Analytics Markets in 2022
    Figure 27. United States VS China: Data Science and Predictive Analytics Revenue Market Share Comparison (2018 & 2022 & 2029)
    Figure 28. United States VS China: Data Science and Predictive Analytics Consumption Value Market Share Comparison (2018 & 2022 & 2029)
    Figure 29. World Data Science and Predictive Analytics Market Size by Type, (USD Million), 2018 & 2022 & 2029
    Figure 30. World Data Science and Predictive Analytics Market Size Market Share by Type in 2022
    Figure 31. Data Analysis
    Figure 32. Scheme Customization
    Figure 33. World Data Science and Predictive Analytics Market Size Market Share by Type (2018-2029)
    Figure 34. World Data Science and Predictive Analytics Market Size by Application, (USD Million), 2018 & 2022 & 2029
    Figure 35. World Data Science and Predictive Analytics Market Size Market Share by Application in 2022
    Figure 36. Market Development
    Figure 37. Business Summary
    Figure 38. Future Forecast
    Figure 39. Others
    Figure 40. Data Science and Predictive Analytics Industrial Chain
    Figure 41. Methodology
    Figure 42. 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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