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Global Data Mining and Modeling Market Research Report 2025
Published Date: July 2025
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Report Code: QYRE-Auto-38J9905
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Global Data Mining and Modeling Market Insights Forecast to 2028
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Global Data Mining and Modeling Market Research Report 2025

Code: QYRE-Auto-38J9905
Report
July 2025
Pages:89
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Data Mining and Modeling Market

The global market for Data Mining and Modeling was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
North American market for Data Mining and Modeling is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Data Mining and Modeling is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Data Mining and Modeling in Large Enterprises is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Data Mining and Modeling include SAS, IBM, Symbrium, Coheris, Expert System, Apteco, Megaputer Intelligence, Mozenda, GMDH, Optymyze, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Data Mining and Modeling, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Data Mining and Modeling.
The Data Mining and Modeling market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Data Mining and Modeling market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Data Mining and Modeling companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Data Mining and Modeling Market Report

Report Metric Details
Report Name Data Mining and Modeling Market
Segment by Type
  • Cloud-based
  • On-premises
Segment by Application
  • Large Enterprises
  • Small and Medium-sized Enterprises (SMEs)
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company SAS, IBM, Symbrium, Coheris, Expert System, Apteco, Megaputer Intelligence, Mozenda, GMDH, Optymyze, RapidMiner, Salford Systems, Lexalytics, Semantic Web Company, Saturam
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Data Mining and Modeling company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Data Mining and Modeling Market report?

Ans: The main players in the Data Mining and Modeling Market are SAS, IBM, Symbrium, Coheris, Expert System, Apteco, Megaputer Intelligence, Mozenda, GMDH, Optymyze, RapidMiner, Salford Systems, Lexalytics, Semantic Web Company, Saturam

What are the Application segmentation covered in the Data Mining and Modeling Market report?

Ans: The Applications covered in the Data Mining and Modeling Market report are Large Enterprises, Small and Medium-sized Enterprises (SMEs)

What are the Type segmentation covered in the Data Mining and Modeling Market report?

Ans: The Types covered in the Data Mining and Modeling Market report are Cloud-based, On-premises

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Mining and Modeling Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud-based
1.2.3 On-premises
1.3 Market by Application
1.3.1 Global Data Mining and Modeling Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Large Enterprises
1.3.3 Small and Medium-sized Enterprises (SMEs)
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Data Mining and Modeling Market Perspective (2020-2031)
2.2 Global Data Mining and Modeling Growth Trends by Region
2.2.1 Global Data Mining and Modeling Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Data Mining and Modeling Historic Market Size by Region (2020-2025)
2.2.3 Data Mining and Modeling Forecasted Market Size by Region (2026-2031)
2.3 Data Mining and Modeling Market Dynamics
2.3.1 Data Mining and Modeling Industry Trends
2.3.2 Data Mining and Modeling Market Drivers
2.3.3 Data Mining and Modeling Market Challenges
2.3.4 Data Mining and Modeling Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Mining and Modeling Players by Revenue
3.1.1 Global Top Data Mining and Modeling Players by Revenue (2020-2025)
3.1.2 Global Data Mining and Modeling Revenue Market Share by Players (2020-2025)
3.2 Global Data Mining and Modeling Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Data Mining and Modeling Revenue
3.4 Global Data Mining and Modeling Market Concentration Ratio
3.4.1 Global Data Mining and Modeling Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Mining and Modeling Revenue in 2024
3.5 Global Key Players of Data Mining and Modeling Head office and Area Served
3.6 Global Key Players of Data Mining and Modeling, Product and Application
3.7 Global Key Players of Data Mining and Modeling, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Data Mining and Modeling Breakdown Data by Type
4.1 Global Data Mining and Modeling Historic Market Size by Type (2020-2025)
4.2 Global Data Mining and Modeling Forecasted Market Size by Type (2026-2031)
5 Data Mining and Modeling Breakdown Data by Application
5.1 Global Data Mining and Modeling Historic Market Size by Application (2020-2025)
5.2 Global Data Mining and Modeling Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Data Mining and Modeling Market Size (2020-2031)
6.2 North America Data Mining and Modeling Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Data Mining and Modeling Market Size by Country (2020-2025)
6.4 North America Data Mining and Modeling Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Data Mining and Modeling Market Size (2020-2031)
7.2 Europe Data Mining and Modeling Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Data Mining and Modeling Market Size by Country (2020-2025)
7.4 Europe Data Mining and Modeling Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Data Mining and Modeling Market Size (2020-2031)
8.2 Asia-Pacific Data Mining and Modeling Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Data Mining and Modeling Market Size by Region (2020-2025)
8.4 Asia-Pacific Data Mining and Modeling Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Data Mining and Modeling Market Size (2020-2031)
9.2 Latin America Data Mining and Modeling Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Data Mining and Modeling Market Size by Country (2020-2025)
9.4 Latin America Data Mining and Modeling Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Mining and Modeling Market Size (2020-2031)
10.2 Middle East & Africa Data Mining and Modeling Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Data Mining and Modeling Market Size by Country (2020-2025)
10.4 Middle East & Africa Data Mining and Modeling Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 SAS
11.1.1 SAS Company Details
11.1.2 SAS Business Overview
11.1.3 SAS Data Mining and Modeling Introduction
11.1.4 SAS Revenue in Data Mining and Modeling Business (2020-2025)
11.1.5 SAS Recent Development
11.2 IBM
11.2.1 IBM Company Details
11.2.2 IBM Business Overview
11.2.3 IBM Data Mining and Modeling Introduction
11.2.4 IBM Revenue in Data Mining and Modeling Business (2020-2025)
11.2.5 IBM Recent Development
11.3 Symbrium
11.3.1 Symbrium Company Details
11.3.2 Symbrium Business Overview
11.3.3 Symbrium Data Mining and Modeling Introduction
11.3.4 Symbrium Revenue in Data Mining and Modeling Business (2020-2025)
11.3.5 Symbrium Recent Development
11.4 Coheris
11.4.1 Coheris Company Details
11.4.2 Coheris Business Overview
11.4.3 Coheris Data Mining and Modeling Introduction
11.4.4 Coheris Revenue in Data Mining and Modeling Business (2020-2025)
11.4.5 Coheris Recent Development
11.5 Expert System
11.5.1 Expert System Company Details
11.5.2 Expert System Business Overview
11.5.3 Expert System Data Mining and Modeling Introduction
11.5.4 Expert System Revenue in Data Mining and Modeling Business (2020-2025)
11.5.5 Expert System Recent Development
11.6 Apteco
11.6.1 Apteco Company Details
11.6.2 Apteco Business Overview
11.6.3 Apteco Data Mining and Modeling Introduction
11.6.4 Apteco Revenue in Data Mining and Modeling Business (2020-2025)
11.6.5 Apteco Recent Development
11.7 Megaputer Intelligence
11.7.1 Megaputer Intelligence Company Details
11.7.2 Megaputer Intelligence Business Overview
11.7.3 Megaputer Intelligence Data Mining and Modeling Introduction
11.7.4 Megaputer Intelligence Revenue in Data Mining and Modeling Business (2020-2025)
11.7.5 Megaputer Intelligence Recent Development
11.8 Mozenda
11.8.1 Mozenda Company Details
11.8.2 Mozenda Business Overview
11.8.3 Mozenda Data Mining and Modeling Introduction
11.8.4 Mozenda Revenue in Data Mining and Modeling Business (2020-2025)
11.8.5 Mozenda Recent Development
11.9 GMDH
11.9.1 GMDH Company Details
11.9.2 GMDH Business Overview
11.9.3 GMDH Data Mining and Modeling Introduction
11.9.4 GMDH Revenue in Data Mining and Modeling Business (2020-2025)
11.9.5 GMDH Recent Development
11.10 Optymyze
11.10.1 Optymyze Company Details
11.10.2 Optymyze Business Overview
11.10.3 Optymyze Data Mining and Modeling Introduction
11.10.4 Optymyze Revenue in Data Mining and Modeling Business (2020-2025)
11.10.5 Optymyze Recent Development
11.11 RapidMiner
11.11.1 RapidMiner Company Details
11.11.2 RapidMiner Business Overview
11.11.3 RapidMiner Data Mining and Modeling Introduction
11.11.4 RapidMiner Revenue in Data Mining and Modeling Business (2020-2025)
11.11.5 RapidMiner Recent Development
11.12 Salford Systems
11.12.1 Salford Systems Company Details
11.12.2 Salford Systems Business Overview
11.12.3 Salford Systems Data Mining and Modeling Introduction
11.12.4 Salford Systems Revenue in Data Mining and Modeling Business (2020-2025)
11.12.5 Salford Systems Recent Development
11.13 Lexalytics
11.13.1 Lexalytics Company Details
11.13.2 Lexalytics Business Overview
11.13.3 Lexalytics Data Mining and Modeling Introduction
11.13.4 Lexalytics Revenue in Data Mining and Modeling Business (2020-2025)
11.13.5 Lexalytics Recent Development
11.14 Semantic Web Company
11.14.1 Semantic Web Company Company Details
11.14.2 Semantic Web Company Business Overview
11.14.3 Semantic Web Company Data Mining and Modeling Introduction
11.14.4 Semantic Web Company Revenue in Data Mining and Modeling Business (2020-2025)
11.14.5 Semantic Web Company Recent Development
11.15 Saturam
11.15.1 Saturam Company Details
11.15.2 Saturam Business Overview
11.15.3 Saturam Data Mining and Modeling Introduction
11.15.4 Saturam Revenue in Data Mining and Modeling Business (2020-2025)
11.15.5 Saturam Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
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
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