List of Tables
Table 1. Global Data Science and Predictive Analytics Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Data Analysis
Table 3. Key Players of Scheme Customization
Table 4. Global Data Science and Predictive Analytics Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Data Science and Predictive Analytics Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Data Science and Predictive Analytics Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Data Science and Predictive Analytics Market Share by Region (2020-2025)
Table 8. Global Data Science and Predictive Analytics Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Data Science and Predictive Analytics Market Share by Region (2026-2031)
Table 10. Data Science and Predictive Analytics Market Trends
Table 11. Data Science and Predictive Analytics Market Drivers
Table 12. Data Science and Predictive Analytics Market Challenges
Table 13. Data Science and Predictive Analytics Market Restraints
Table 14. Global Data Science and Predictive Analytics Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Data Science and Predictive Analytics Market Share by Players (2020-2025)
Table 16. Global Top Data Science and Predictive Analytics Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science and Predictive Analytics as of 2024)
Table 17. Ranking of Global Top Data Science and Predictive Analytics Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Data Science and Predictive Analytics Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Data Science and Predictive Analytics, Headquarters and Area Served
Table 20. Global Key Players of Data Science and Predictive Analytics, Product and Application
Table 21. Global Key Players of Data Science and Predictive Analytics, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Data Science and Predictive Analytics Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Data Science and Predictive Analytics Revenue Market Share by Type (2020-2025)
Table 25. Global Data Science and Predictive Analytics Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Data Science and Predictive Analytics Revenue Market Share by Type (2026-2031)
Table 27. Global Data Science and Predictive Analytics Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Data Science and Predictive Analytics Revenue Market Share by Application (2020-2025)
Table 29. Global Data Science and Predictive Analytics Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Data Science and Predictive Analytics Revenue Market Share by Application (2026-2031)
Table 31. North America Data Science and Predictive Analytics Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Data Science and Predictive Analytics Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Data Science and Predictive Analytics Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Data Science and Predictive Analytics Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Data Science and Predictive Analytics Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Data Science and Predictive Analytics Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Data Science and Predictive Analytics Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Data Science and Predictive Analytics Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Data Science and Predictive Analytics Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Data Science and Predictive Analytics Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Data Science and Predictive Analytics Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Data Science and Predictive Analytics Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Data Science and Predictive Analytics Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Data Science and Predictive Analytics Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Data Science and Predictive Analytics Market Size by Country (2026-2031) & (US$ Million)
Table 46. Salesforce Company Details
Table 47. Salesforce Business Overview
Table 48. Salesforce Data Science and Predictive Analytics Product
Table 49. Salesforce Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 50. Salesforce Recent Development
Table 51. Teradata Corporation Company Details
Table 52. Teradata Corporation Business Overview
Table 53. Teradata Corporation Data Science and Predictive Analytics Product
Table 54. Teradata Corporation Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 55. Teradata Corporation Recent Development
Table 56. SAS Institute Company Details
Table 57. SAS Institute Business Overview
Table 58. SAS Institute Data Science and Predictive Analytics Product
Table 59. SAS Institute Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 60. SAS Institute Recent Development
Table 61. SAP Company Details
Table 62. SAP Business Overview
Table 63. SAP Data Science and Predictive Analytics Product
Table 64. SAP Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 65. SAP Recent Development
Table 66. Oracle Company Details
Table 67. Oracle Business Overview
Table 68. Oracle Data Science and Predictive Analytics Product
Table 69. Oracle Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 70. Oracle Recent Development
Table 71. BioSymetrics Company Details
Table 72. BioSymetrics Business Overview
Table 73. BioSymetrics Data Science and Predictive Analytics Product
Table 74. BioSymetrics Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 75. BioSymetrics Recent Development
Table 76. Cyclica Company Details
Table 77. Cyclica Business Overview
Table 78. Cyclica Data Science and Predictive Analytics Product
Table 79. Cyclica Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 80. Cyclica Recent Development
Table 81. IBM Corporation Company Details
Table 82. IBM Corporation Business Overview
Table 83. IBM Corporation Data Science and Predictive Analytics Product
Table 84. IBM Corporation Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 85. IBM Corporation Recent Development
Table 86. Microsoft Corporation Company Details
Table 87. Microsoft Corporation Business Overview
Table 88. Microsoft Corporation Data Science and Predictive Analytics Product
Table 89. Microsoft Corporation Revenue in Data Science and Predictive Analytics Business (2020-2025) & (US$ Million)
Table 90. Microsoft Corporation Recent Development
Table 91. Research Programs/Design for This Report
Table 92. Key Data Information from Secondary Sources
Table 93. Key Data Information from Primary Sources
Table 94. Authors List of This Report
List of Figures
Figure 1. Data Science and Predictive Analytics Picture
Figure 2. Global Data Science and Predictive Analytics Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Data Science and Predictive Analytics Market Share by Type: 2024 VS 2031
Figure 4. Data Analysis Features
Figure 5. Scheme Customization Features
Figure 6. Global Data Science and Predictive Analytics Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Data Science and Predictive Analytics Market Share by Application: 2024 VS 2031
Figure 8. Market Development Case Studies
Figure 9. Business Summary Case Studies
Figure 10. Future Forecast Case Studies
Figure 11. Others Case Studies
Figure 12. Data Science and Predictive Analytics Report Years Considered
Figure 13. Global Data Science and Predictive Analytics Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global Data Science and Predictive Analytics Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global Data Science and Predictive Analytics Market Share by Region: 2024 VS 2031
Figure 16. Global Data Science and Predictive Analytics Market Share by Players in 2024
Figure 17. Global Top Data Science and Predictive Analytics Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Science and Predictive Analytics as of 2024)
Figure 18. The Top 10 and 5 Players Market Share by Data Science and Predictive Analytics Revenue in 2024
Figure 19. North America Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America Data Science and Predictive Analytics Market Share by Country (2020-2031)
Figure 21. United States Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Data Science and Predictive Analytics Market Share by Country (2020-2031)
Figure 25. Germany Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Nordic Countries Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Data Science and Predictive Analytics Market Share by Region (2020-2031)
Figure 33. China Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Data Science and Predictive Analytics Market Share by Country (2020-2031)
Figure 41. Mexico Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Data Science and Predictive Analytics Market Share by Country (2020-2031)
Figure 45. Turkey Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE Data Science and Predictive Analytics Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Salesforce Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 49. Teradata Corporation Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 50. SAS Institute Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 51. SAP Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 52. Oracle Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 53. BioSymetrics Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 54. Cyclica Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 55. IBM Corporation Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 56. Microsoft Corporation Revenue Growth Rate in Data Science and Predictive Analytics Business (2020-2025)
Figure 57. Bottom-up and Top-down Approaches for This Report
Figure 58. Data Triangulation
Figure 59. Key Executives Interviewed