List of Tables
Table 1. Global Data Mining and Modeling Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Cloud-based
Table 3. Key Players of On-premises
Table 4. Global Data Mining and Modeling Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Data Mining and Modeling Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Data Mining and Modeling Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Data Mining and Modeling Market Share by Region (2020-2025)
Table 8. Global Data Mining and Modeling Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Data Mining and Modeling Market Share by Region (2026-2031)
Table 10. Data Mining and Modeling Market Trends
Table 11. Data Mining and Modeling Market Drivers
Table 12. Data Mining and Modeling Market Challenges
Table 13. Data Mining and Modeling Market Restraints
Table 14. Global Data Mining and Modeling Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Data Mining and Modeling Market Share by Players (2020-2025)
Table 16. Global Top Data Mining and Modeling Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Mining and Modeling as of 2024)
Table 17. Ranking of Global Top Data Mining and Modeling Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Data Mining and Modeling Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Data Mining and Modeling, Headquarters and Area Served
Table 20. Global Key Players of Data Mining and Modeling, Product and Application
Table 21. Global Key Players of Data Mining and Modeling, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Data Mining and Modeling Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Data Mining and Modeling Revenue Market Share by Type (2020-2025)
Table 25. Global Data Mining and Modeling Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Data Mining and Modeling Revenue Market Share by Type (2026-2031)
Table 27. Global Data Mining and Modeling Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Data Mining and Modeling Revenue Market Share by Application (2020-2025)
Table 29. Global Data Mining and Modeling Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Data Mining and Modeling Revenue Market Share by Application (2026-2031)
Table 31. North America Data Mining and Modeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Data Mining and Modeling Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Data Mining and Modeling Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Data Mining and Modeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Data Mining and Modeling Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Data Mining and Modeling Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Data Mining and Modeling Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Data Mining and Modeling Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Data Mining and Modeling Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Data Mining and Modeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Data Mining and Modeling Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Data Mining and Modeling Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Data Mining and Modeling Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Data Mining and Modeling Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Data Mining and Modeling Market Size by Country (2026-2031) & (US$ Million)
Table 46. SAS Company Details
Table 47. SAS Business Overview
Table 48. SAS Data Mining and Modeling Product
Table 49. SAS Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 50. SAS Recent Development
Table 51. IBM Company Details
Table 52. IBM Business Overview
Table 53. IBM Data Mining and Modeling Product
Table 54. IBM Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 55. IBM Recent Development
Table 56. Symbrium Company Details
Table 57. Symbrium Business Overview
Table 58. Symbrium Data Mining and Modeling Product
Table 59. Symbrium Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 60. Symbrium Recent Development
Table 61. Coheris Company Details
Table 62. Coheris Business Overview
Table 63. Coheris Data Mining and Modeling Product
Table 64. Coheris Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 65. Coheris Recent Development
Table 66. Expert System Company Details
Table 67. Expert System Business Overview
Table 68. Expert System Data Mining and Modeling Product
Table 69. Expert System Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 70. Expert System Recent Development
Table 71. Apteco Company Details
Table 72. Apteco Business Overview
Table 73. Apteco Data Mining and Modeling Product
Table 74. Apteco Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 75. Apteco Recent Development
Table 76. Megaputer Intelligence Company Details
Table 77. Megaputer Intelligence Business Overview
Table 78. Megaputer Intelligence Data Mining and Modeling Product
Table 79. Megaputer Intelligence Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 80. Megaputer Intelligence Recent Development
Table 81. Mozenda Company Details
Table 82. Mozenda Business Overview
Table 83. Mozenda Data Mining and Modeling Product
Table 84. Mozenda Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 85. Mozenda Recent Development
Table 86. GMDH Company Details
Table 87. GMDH Business Overview
Table 88. GMDH Data Mining and Modeling Product
Table 89. GMDH Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 90. GMDH Recent Development
Table 91. Optymyze Company Details
Table 92. Optymyze Business Overview
Table 93. Optymyze Data Mining and Modeling Product
Table 94. Optymyze Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 95. Optymyze Recent Development
Table 96. RapidMiner Company Details
Table 97. RapidMiner Business Overview
Table 98. RapidMiner Data Mining and Modeling Product
Table 99. RapidMiner Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 100. RapidMiner Recent Development
Table 101. Salford Systems Company Details
Table 102. Salford Systems Business Overview
Table 103. Salford Systems Data Mining and Modeling Product
Table 104. Salford Systems Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 105. Salford Systems Recent Development
Table 106. Lexalytics Company Details
Table 107. Lexalytics Business Overview
Table 108. Lexalytics Data Mining and Modeling Product
Table 109. Lexalytics Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 110. Lexalytics Recent Development
Table 111. Semantic Web Company Company Details
Table 112. Semantic Web Company Business Overview
Table 113. Semantic Web Company Data Mining and Modeling Product
Table 114. Semantic Web Company Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 115. Semantic Web Company Recent Development
Table 116. Saturam Company Details
Table 117. Saturam Business Overview
Table 118. Saturam Data Mining and Modeling Product
Table 119. Saturam Revenue in Data Mining and Modeling Business (2020-2025) & (US$ Million)
Table 120. Saturam Recent Development
Table 121. Research Programs/Design for This Report
Table 122. Key Data Information from Secondary Sources
Table 123. Key Data Information from Primary Sources
Table 124. Authors List of This Report
List of Figures
Figure 1. Data Mining and Modeling Picture
Figure 2. Global Data Mining and Modeling Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Data Mining and Modeling Market Share by Type: 2024 VS 2031
Figure 4. Cloud-based Features
Figure 5. On-premises Features
Figure 6. Global Data Mining and Modeling Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Data Mining and Modeling Market Share by Application: 2024 VS 2031
Figure 8. Large Enterprises Case Studies
Figure 9. Small and Medium-sized Enterprises (SMEs) Case Studies
Figure 10. Data Mining and Modeling Report Years Considered
Figure 11. Global Data Mining and Modeling Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 12. Global Data Mining and Modeling Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 13. Global Data Mining and Modeling Market Share by Region: 2024 VS 2031
Figure 14. Global Data Mining and Modeling Market Share by Players in 2024
Figure 15. Global Top Data Mining and Modeling Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Mining and Modeling as of 2024)
Figure 16. The Top 10 and 5 Players Market Share by Data Mining and Modeling Revenue in 2024
Figure 17. North America Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 18. North America Data Mining and Modeling Market Share by Country (2020-2031)
Figure 19. United States Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. Canada Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 21. Europe Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Europe Data Mining and Modeling Market Share by Country (2020-2031)
Figure 23. Germany Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. France Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. U.K. Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Italy Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. Russia Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Nordic Countries Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Asia-Pacific Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Asia-Pacific Data Mining and Modeling Market Share by Region (2020-2031)
Figure 31. China Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Japan Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. South Korea Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Southeast Asia Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. India Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Australia Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Latin America Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Latin America Data Mining and Modeling Market Share by Country (2020-2031)
Figure 39. Mexico Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Brazil Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Middle East & Africa Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Middle East & Africa Data Mining and Modeling Market Share by Country (2020-2031)
Figure 43. Turkey Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Saudi Arabia Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. UAE Data Mining and Modeling Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. SAS Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 47. IBM Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 48. Symbrium Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 49. Coheris Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 50. Expert System Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 51. Apteco Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 52. Megaputer Intelligence Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 53. Mozenda Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 54. GMDH Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 55. Optymyze Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 56. RapidMiner Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 57. Salford Systems Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 58. Lexalytics Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 59. Semantic Web Company Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 60. Saturam Revenue Growth Rate in Data Mining and Modeling Business (2020-2025)
Figure 61. Bottom-up and Top-down Approaches for This Report
Figure 62. Data Triangulation
Figure 63. Key Executives Interviewed