1 Market Overview
    1.1 Product Overview and Scope of Graph Analytics
    1.2 Classification of Graph Analytics by Type
        1.2.1 Overview: Global Graph Analytics Market Size by Type: 2020 Versus 2021 Versus 2026
        1.2.2 Global Graph Analytics Revenue Market Share by Type in 2020
        1.2.3 Solutions(Software Tools,Platform)
        1.2.4 Services(Consulting,System Integration,Support and Maintenance)
    1.3 Global Graph Analytics Market by Application
        1.3.1 Overview: Global Graph Analytics Market Size by Application: 2020 Versus 2021 Versus 2026
        1.3.2 Customer Analytics
        1.3.3 Risk and Compliance Management
        1.3.4 Recommendation Engines
        1.3.5 Route Optimization
        1.3.6 Fraud Detection
        1.3.7 Others (Operations Management and Asset Management)
    1.4 Global Graph Analytics Market Size & Forecast
    1.5 Global Graph Analytics Market Size and Forecast by Region
        1.5.1 Global Graph Analytics Market Size by Region: 2016 VS 2021 VS 2026
        1.5.2 Global Graph Analytics Market Size by Region, (2016-2021)
        1.5.3 North America Graph Analytics Market Size and Prospect (2016-2026)
        1.5.4 Europe Graph Analytics Market Size and Prospect (2016-2026)
        1.5.5 Asia-Pacific Graph Analytics Market Size and Prospect (2016-2026)
        1.5.6 South America Graph Analytics Market Size and Prospect (2016-2026)
        1.5.7 Middle East and Africa Graph Analytics Market Size and Prospect (2016-2026)
    1.6 Market Drivers, Restraints and Trends
        1.6.1 Graph Analytics Market Drivers
        1.6.2 Graph Analytics Market Restraints
        1.6.3 Graph Analytics Trends Analysis
2 Company Profiles
    2.1 Microsoft
        2.1.1 Microsoft Details
        2.1.2 Microsoft Major Business
        2.1.3 Microsoft Graph Analytics Product and Solutions
        2.1.4 Microsoft Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.1.5 Microsoft Recent Developments and Future Plans
    2.2 IBM
        2.2.1 IBM Details
        2.2.2 IBM Major Business
        2.2.3 IBM Graph Analytics Product and Solutions
        2.2.4 IBM Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.2.5 IBM Recent Developments and Future Plans
    2.3 AWS
        2.3.1 AWS Details
        2.3.2 AWS Major Business
        2.3.3 AWS Graph Analytics Product and Solutions
        2.3.4 AWS Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.3.5 AWS Recent Developments and Future Plans
    2.4 Oracle
        2.4.1 Oracle Details
        2.4.2 Oracle Major Business
        2.4.3 Oracle Graph Analytics Product and Solutions
        2.4.4 Oracle Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.4.5 Oracle Recent Developments and Future Plans
    2.5 Neo4j
        2.5.1 Neo4j Details
        2.5.2 Neo4j Major Business
        2.5.3 Neo4j Graph Analytics Product and Solutions
        2.5.4 Neo4j Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.5.5 Neo4j Recent Developments and Future Plans
    2.6 TigerGraph
        2.6.1 TigerGraph Details
        2.6.2 TigerGraph Major Business
        2.6.3 TigerGraph Graph Analytics Product and Solutions
        2.6.4 TigerGraph Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.6.5 TigerGraph Recent Developments and Future Plans
    2.7 Cray
        2.7.1 Cray Details
        2.7.2 Cray Major Business
        2.7.3 Cray Graph Analytics Product and Solutions
        2.7.4 Cray Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.7.5 Cray Recent Developments and Future Plans
    2.8 DataStax
        2.8.1 DataStax Details
        2.8.2 DataStax Major Business
        2.8.3 DataStax Graph Analytics Product and Solutions
        2.8.4 DataStax Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.8.5 DataStax Recent Developments and Future Plans
    2.9 Lynx Analytics
        2.9.1 Lynx Analytics Details
        2.9.2 Lynx Analytics Major Business
        2.9.3 Lynx Analytics Graph Analytics Product and Solutions
        2.9.4 Lynx Analytics Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.9.5 Lynx Analytics Recent Developments and Future Plans
    2.10 NVIDIA Developer 
        2.10.1 NVIDIA Developer Details
        2.10.2 NVIDIA Developer Major Business
        2.10.3 NVIDIA Developer Graph Analytics Product and Solutions
        2.10.4 NVIDIA Developer Graph Analytics Revenue, Gross Margin and Market Share (2019-2021)
        2.10.5 NVIDIA Developer Recent Developments and Future Plans
3 Market Competition, by Players
    3.1 Global Graph Analytics Revenue and Share by Players (2019-2021)
    3.2 Market Concentration Rate
        3.2.1 Top 3 Graph Analytics Players Market Share
        3.2.2 Top 10 Graph Analytics Players Market Share
        3.2.3 Market Competition Trend
    3.3 Graph Analytics Players Head Office, Products and Services Provided
    3.4 Mergers & Acquisitions
    3.5 New Entrants and Expansion Plans
4 Market Size Segment by Type
    4.1 Global Graph Analytics Revenue and Market Share by Type (2016-2021)
    4.2 Global Graph Analytics Market Forecast by Type (2021-2026)
5 Market Size Segment by Application
    5.1 Global Graph Analytics Revenue Market Share by Application (2016-2021)
    5.2 Graph Analytics Market Forecast by Application (2021-2026)
6 North America by Country, by Type, and by Application
    6.1 North America Graph Analytics Revenue by Type (2016-2026)
    6.2 North America Graph Analytics Revenue by Application (2016-2026)
    6.3 North America Graph Analytics Market Size by Country
        6.3.1 North America Graph Analytics Revenue by Country (2016-2026)
        6.3.2 United States Graph Analytics Market Size and Forecast (2016-2026)
        6.3.3 Canada Graph Analytics Market Size and Forecast (2016-2026)
        6.3.4 Mexico Graph Analytics Market Size and Forecast (2016-2026)
7 Europe by Country, by Type, and by Application
    7.1 Europe Graph Analytics Revenue by Type (2016-2026)
    7.2 Europe Graph Analytics Revenue by Application (2016-2026)
    7.3 Europe Graph Analytics Market Size by Country
        7.3.1 Europe Graph Analytics Revenue by Country (2016-2026)
        7.3.2 Germany Graph Analytics Market Size and Forecast (2016-2026)
        7.3.3 France Graph Analytics Market Size and Forecast (2016-2026)
        7.3.4 United Kingdom Graph Analytics Market Size and Forecast (2016-2026)
        7.3.5 Russia Graph Analytics Market Size and Forecast (2016-2026)
        7.3.6 Italy Graph Analytics Market Size and Forecast (2016-2026)
8 Asia-Pacific by Region, by Type, and by Application
    8.1 Asia-Pacific Graph Analytics Revenue by Type (2016-2026)
    8.2 Asia-Pacific Graph Analytics Revenue by Application (2016-2026)
    8.3 Asia-Pacific Graph Analytics Market Size by Region
        8.3.1 Asia-Pacific Graph Analytics Revenue by Region (2016-2026)
        8.3.2 China Graph Analytics Market Size and Forecast (2016-2026)
        8.3.3 Japan Graph Analytics Market Size and Forecast (2016-2026)
        8.3.4 South Korea Graph Analytics Market Size and Forecast (2016-2026)
        8.3.5 India Graph Analytics Market Size and Forecast (2016-2026)
        8.3.6 Southeast Asia Graph Analytics Market Size and Forecast (2016-2026)
        8.3.7 Australia Graph Analytics Market Size and Forecast (2016-2026)
9 South America by Country, by Type, and by Application
    9.1 South America Graph Analytics Revenue by Type (2016-2026)
    9.2 South America Graph Analytics Revenue by Application (2016-2026)
    9.3 South America Graph Analytics Market Size by Country
        9.3.1 South America Graph Analytics Revenue by Country (2016-2026)
        9.3.2 Brazil Graph Analytics Market Size and Forecast (2016-2026)
        9.3.3 Argentina Graph Analytics Market Size and Forecast (2016-2026)
10 Middle East & Africa by Country, by Type, and by Application
    10.1 Middle East & Africa Graph Analytics Revenue by Type (2016-2026)
    10.2 Middle East & Africa Graph Analytics Revenue by Application (2016-2026)
    10.3 Middle East & Africa Graph Analytics Market Size by Country
        10.3.1 Middle East & Africa Graph Analytics Revenue by Country (2016-2026)
        10.3.2 Turkey Graph Analytics Market Size and Forecast (2016-2026)
        10.3.3 Saudi Arabia Graph Analytics Market Size and Forecast (2016-2026)
        10.3.4 UAE Graph Analytics Market Size and Forecast (2016-2026)
11 Research Findings and Conclusion
12 Appendix
    12.1 Methodology
    12.2 Research Process and Data Source
    12.3 Disclaimer
                  
              

                

                 
List of Tables
    Table 1. Global Graph Analytics Revenue by Type, (USD Million), 2020 VS 2021 VS 2026
    Table 2. Global Graph Analytics Revenue by Application, (USD Million), 2020 VS 2021 VS 2026
    Table 3. Global Market Graph Analytics Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026)
    Table 4. Global Graph Analytics Revenue (USD Million) by Region (2016-2021)
    Table 5. Global Graph Analytics Revenue Market Share by Region (2021-2026)
    Table 6. Microsoft Corporate Information, Head Office, and Major Competitors
    Table 7. Microsoft Major Business
    Table 8. Microsoft Graph Analytics Product and Solutions
    Table 9. Microsoft Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 10. IBM Corporate Information, Head Office, and Major Competitors
    Table 11. IBM Major Business
    Table 12. IBM Graph Analytics Product and Solutions
    Table 13. IBM Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 14. AWS Corporate Information, Head Office, and Major Competitors
    Table 15. AWS Major Business
    Table 16. AWS Graph Analytics Product and Solutions
    Table 17. AWS Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 18. Oracle Corporate Information, Head Office, and Major Competitors
    Table 19. Oracle Major Business
    Table 20. Oracle Graph Analytics Product and Solutions
    Table 21. Oracle Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 22. Neo4j Corporate Information, Head Office, and Major Competitors
    Table 23. Neo4j Major Business
    Table 24. Neo4j Graph Analytics Product and Solutions
    Table 25. Neo4j Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 26. TigerGraph Corporate Information, Head Office, and Major Competitors
    Table 27. TigerGraph Major Business
    Table 28. TigerGraph Graph Analytics Product and Solutions
    Table 29. TigerGraph Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 30. Cray Corporate Information, Head Office, and Major Competitors
    Table 31. Cray Major Business
    Table 32. Cray Graph Analytics Product and Solutions
    Table 33. Cray Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 34. DataStax Corporate Information, Head Office, and Major Competitors
    Table 35. DataStax Major Business
    Table 36. DataStax Graph Analytics Product and Solutions
    Table 37. DataStax Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 38. Lynx Analytics Corporate Information, Head Office, and Major Competitors
    Table 39. Lynx Analytics Major Business
    Table 40. Lynx Analytics Graph Analytics Product and Solutions
    Table 41. Lynx Analytics Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 42. NVIDIA Developer Corporate Information, Head Office, and Major Competitors
    Table 43. NVIDIA Developer Major Business
    Table 44. NVIDIA Developer Graph Analytics Product and Solutions
    Table 45. NVIDIA Developer Graph Analytics Revenue (USD Million), Gross Margin and Market Share (2019-2021)
    Table 46. Global Graph Analytics Revenue (USD Million) by Players (2019-2021)
    Table 47. Global Graph Analytics Revenue Share by Players (2019-2021)
    Table 48. Breakdown of Graph Analytics by Company Type (Tier 1, Tier 2 and Tier 3)
    Table 49. Graph Analytics Players Head Office, Products and Services Provided
    Table 50. Graph Analytics Mergers & Acquisitions in the Past Five Years
    Table 51. Graph Analytics New Entrants and Expansion Plans
    Table 52. Global Graph Analytics Revenue (USD Million) by Type (2016-2021)
    Table 53. Global Graph Analytics Revenue Share by Type (2016-2021)
    Table 54. Global Graph Analytics Revenue Forecast by Type (2021-2026)
    Table 55. Global Graph Analytics Revenue by Application (2016-2021)
    Table 56. Global Graph Analytics Revenue Forecast by Application (2021-2026)
    Table 57. North America Graph Analytics Revenue by Type (2016-2021) & (USD Million)
    Table 58. North America Graph Analytics Revenue by Type (2021-2026) & (USD Million)
    Table 59. North America Graph Analytics Revenue by Application (2016-2021) & (USD Million)
    Table 60. North America Graph Analytics Revenue by Application (2021-2026) & (USD Million)
    Table 61. North America Graph Analytics Revenue by Country (2016-2021) & (USD Million)
    Table 62. North America Graph Analytics Revenue by Country (2021-2026) & (USD Million)
    Table 63. Europe Graph Analytics Revenue by Type (2016-2021) & (USD Million)
    Table 64. Europe Graph Analytics Revenue by Type (2021-2026) & (USD Million)
    Table 65. Europe Graph Analytics Revenue by Application (2016-2021) & (USD Million)
    Table 66. Europe Graph Analytics Revenue by Application (2021-2026) & (USD Million)
    Table 67. Europe Graph Analytics Revenue by Country (2016-2021) & (USD Million)
    Table 68. Europe Graph Analytics Revenue by Country (2021-2026) & (USD Million)
    Table 69. Asia-Pacific Graph Analytics Revenue by Type (2016-2021) & (USD Million)
    Table 70. Asia-Pacific Graph Analytics Revenue by Type (2021-2026) & (USD Million)
    Table 71. Asia-Pacific Graph Analytics Revenue by Application (2016-2021) & (USD Million)
    Table 72. Asia-Pacific Graph Analytics Revenue by Application (2021-2026) & (USD Million)
    Table 73. Asia-Pacific Graph Analytics Revenue by Region (2016-2021) & (USD Million)
    Table 74. Asia-Pacific Graph Analytics Revenue by Region (2021-2026) & (USD Million)
    Table 75. South America Graph Analytics Revenue by Type (2016-2021) & (USD Million)
    Table 76. South America Graph Analytics Revenue by Type (2021-2026) & (USD Million)
    Table 77. South America Graph Analytics Revenue by Application (2016-2021) & (USD Million)
    Table 78. South America Graph Analytics Revenue by Application (2021-2026) & (USD Million)
    Table 79. South America Graph Analytics Revenue by Country (2016-2021) & (USD Million)
    Table 80. South America Graph Analytics Revenue by Country (2021-2026) & (USD Million)
    Table 81. Middle East & Africa Graph Analytics Revenue by Type (2016-2021) & (USD Million)
    Table 82. Middle East & Africa Graph Analytics Revenue by Type (2021-2026) & (USD Million)
    Table 83. Middle East & Africa Graph Analytics Revenue by Application (2016-2021) & (USD Million)
    Table 84. Middle East & Africa Graph Analytics Revenue by Application (2021-2026) & (USD Million)
    Table 85. Middle East & Africa Graph Analytics Revenue by Country (2016-2021) & (USD Million)
    Table 86. Middle East & Africa Graph Analytics Revenue by Country (2021-2026) & (USD Million)
List of Figures
    Figure 1. Graph Analytics Picture
    Figure 2. Global Graph Analytics Revenue Market Share by Type in 2020
    Figure 3. Solutions(Software Tools,Platform)
    Figure 4. Services(Consulting,System Integration,Support and Maintenance)
    Figure 5. Graph Analytics Revenue Market Share by Application in 2020
    Figure 6. Customer Analytics Picture
    Figure 7. Risk and Compliance Management Picture
    Figure 8. Recommendation Engines Picture
    Figure 9. Route Optimization Picture
    Figure 10. Fraud Detection Picture
    Figure 11. Others (Operations Management and Asset Management) Picture
    Figure 12. Global Graph Analytics Revenue, (USD Million): 2020 VS 2021 VS 2026
    Figure 13. Global Graph Analytics Revenue and Forecast (2016-2026) & (USD Million)
    Figure 14. Global Graph Analytics Revenue Market Share by Region (2016-2026)
    Figure 15. Global Graph Analytics Revenue Market Share by Region in 2020
    Figure 16. North America Graph Analytics Revenue (USD Million) and Growth Rate (2016-2026)
    Figure 17. Europe Graph Analytics Revenue (USD Million) and Growth Rate (2016-2026)
    Figure 18. Asia-Pacific Graph Analytics Revenue (USD Million) and Growth Rate (2016-2026)
    Figure 19. South America Graph Analytics Revenue (USD Million) and Growth Rate (2016-2026)
    Figure 20. Middle East and Africa Graph Analytics Revenue (USD Million) and Growth Rate (2016-2026)
    Figure 21. Graph Analytics Market Drivers
    Figure 22. Graph Analytics Market Restraints
    Figure 23. Graph Analytics Market Trends
    Figure 24. Microsoft Recent Developments and Future Plans
    Figure 25. IBM Recent Developments and Future Plans
    Figure 26. AWS Recent Developments and Future Plans
    Figure 27. Oracle Recent Developments and Future Plans
    Figure 28. Neo4j Recent Developments and Future Plans
    Figure 29. TigerGraph Recent Developments and Future Plans
    Figure 30. Cray Recent Developments and Future Plans
    Figure 31. DataStax Recent Developments and Future Plans
    Figure 32. Lynx Analytics Recent Developments and Future Plans
    Figure 33. NVIDIA Developer Recent Developments and Future Plans
    Figure 34. Global Graph Analytics Revenue Share by Players in 2020
    Figure 35. Graph Analytics Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
    Figure 36. Global Top 3 Players Graph Analytics Revenue Market Share in 2020
    Figure 37. Global Top 10 Players Graph Analytics Revenue Market Share in 2020
    Figure 38. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021)
    Figure 39. Global Graph Analytics Revenue Share by Type in 2020
    Figure 40. Global Graph Analytics Market Share Forecast by Type (2021-2026)
    Figure 41. Global Graph Analytics Revenue Share by Application in 2020
    Figure 42. Global Graph Analytics Market Share Forecast by Application (2021-2026)
    Figure 43. North America Graph Analytics Sales Market Share by Type (2016-2026)
    Figure 44. North America Graph Analytics Sales Market Share by Application (2016-2026)
    Figure 45. North America Graph Analytics Revenue Market Share by Country (2016-2026)
    Figure 46. United States Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 47. Canada Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 48. Mexico Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 49. Europe Graph Analytics Sales Market Share by Type (2016-2026)
    Figure 50. Europe Graph Analytics Sales Market Share by Application (2016-2026)
    Figure 51. Europe Graph Analytics Revenue Market Share by Country (2016-2026)
    Figure 52. Germany Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 53. France Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 54. United Kingdom Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 55. Russia Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 56. Italy Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 57. Asia-Pacific Graph Analytics Sales Market Share by Type (2016-2026)
    Figure 58. Asia-Pacific Graph Analytics Sales Market Share by Application (2016-2026)
    Figure 59. Asia-Pacific Graph Analytics Revenue Market Share by Region (2016-2026)
    Figure 60. China Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 61. Japan Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 62. South Korea Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 63. India Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 64. Southeast Asia Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 65. Australia Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 66. South America Graph Analytics Sales Market Share by Type (2016-2026)
    Figure 67. South America Graph Analytics Sales Market Share by Application (2016-2026)
    Figure 68. South America Graph Analytics Revenue Market Share by Country (2016-2026)
    Figure 69. Brazil Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 70. Argentina Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 71. Middle East and Africa Graph Analytics Sales Market Share by Type (2016-2026)
    Figure 72. Middle East and Africa Graph Analytics Sales Market Share by Application (2016-2026)
    Figure 73. Middle East and Africa Graph Analytics Revenue Market Share by Country (2016-2026)
    Figure 74. Turkey Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 75. Saudi Arabia Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 76. UAE Graph Analytics Revenue and Growth Rate (2016-2026) & (USD Million)
    Figure 77. Methodology
    Figure 78. Research Process and Data Source