Graph Analytics Market

1 Report Business Overview
    1.1 Study Scope
    1.2 Market Analysis by Type
        1.2.1 Global Graph Analytics Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
        1.2.2 Solutions(Software Tools,Platform)
        1.2.3 Services(Consulting,System Integration,Support and Maintenance)
    1.3 Market by Application
        1.3.1 Global Graph Analytics Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
        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 Study Objectives
    1.5 Years Considered
2 Global Growth Trends
    2.1 Global Graph Analytics Market Perspective (2017-2028)
    2.2 Graph Analytics Growth Trends by Region
        2.2.1 Graph Analytics Market Size by Region: 2017 VS 2021 VS 2028
        2.2.2 Graph Analytics Historic Market Size by Region (2017-2022)
        2.2.3 Graph Analytics Forecasted Market Size by Region (2023-2028)
    2.3 Graph Analytics Market Dynamics
        2.3.1 Graph Analytics Industry Trends
        2.3.2 Graph Analytics Market Drivers
        2.3.3 Graph Analytics Market Challenges
        2.3.4 Graph Analytics Market Restraints
3 Competition Landscape by Key Players
    3.1 Global Top Graph Analytics Players by Revenue
        3.1.1 Global Top Graph Analytics Players by Revenue (2017-2022)
        3.1.2 Global Graph Analytics Revenue Market Share by Players (2017-2022)
    3.2 Global Graph Analytics Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
    3.3 Players Covered: Ranking by Graph Analytics Revenue
    3.4 Global Graph Analytics Market Concentration Ratio
        3.4.1 Global Graph Analytics Market Concentration Ratio (CR5 and HHI)
        3.4.2 Global Top 10 and Top 5 Companies by Graph Analytics Revenue in 2021
    3.5 Graph Analytics Key Players Head office and Area Served
    3.6 Key Players Graph Analytics Product Solution and Service
    3.7 Date of Enter into Graph Analytics Market
    3.8 Mergers & Acquisitions, Expansion Plans
4 Graph Analytics Breakdown Data by Type
    4.1 Global Graph Analytics Historic Market Size by Type (2017-2022)
    4.2 Global Graph Analytics Forecasted Market Size by Type (2023-2028)
5 Graph Analytics Breakdown Data by Application
    5.1 Global Graph Analytics Historic Market Size by Application (2017-2022)
    5.2 Global Graph Analytics Forecasted Market Size by Application (2023-2028)
6 North America
    6.1 North America Graph Analytics Market Size (2017-2028)
    6.2 North America Graph Analytics Market Size by Type
        6.2.1 North America Graph Analytics Market Size by Type (2017-2022)
        6.2.2 North America Graph Analytics Market Size by Type (2023-2028)
        6.2.3 North America Graph Analytics Market Share by Type (2017-2028)
    6.3 North America Graph Analytics Market Size by Application
        6.3.1 North America Graph Analytics Market Size by Application (2017-2022)
        6.3.2 North America Graph Analytics Market Size by Application (2023-2028)
        6.3.3 North America Graph Analytics Market Share by Application (2017-2028)
    6.4 North America Graph Analytics Market Size by Country
        6.4.1 North America Graph Analytics Market Size by Country (2017-2022)
        6.4.2 North America Graph Analytics Market Size by Country (2023-2028)
        6.4.3 U.S.
        6.4.4 Canada
7 Europe
    7.1 Europe Graph Analytics Market Size (2017-2028)
    7.2 Europe Graph Analytics Market Size by Type
        7.2.1 Europe Graph Analytics Market Size by Type (2017-2022)
        7.2.2 Europe Graph Analytics Market Size by Type (2023-2028)
        7.2.3 Europe Graph Analytics Market Share by Type (2017-2028)
    7.3 Europe Graph Analytics Market Size by Application
        7.3.1 Europe Graph Analytics Market Size by Application (2017-2022)
        7.3.2 Europe Graph Analytics Market Size by Application (2023-2028)
        7.3.3 Europe Graph Analytics Market Share by Application (2017-2028)
    7.4 Europe Graph Analytics Market Size by Country
        7.4.1 Europe Graph Analytics Market Size by Country (2017-2022)
        7.4.2 Europe Graph Analytics Market Size by Country (2023-2028)
        7.4.3 Germany
        7.4.4 France
        7.4.5 U.K.
        7.4.6 Italy
        7.4.7 Russia
        7.4.8 Nordic Countries
8 Asia-Pacific
    8.1 Asia-Pacific Graph Analytics Market Size (2017-2028)
    8.2 Asia-Pacific Graph Analytics Market Size by Type
        8.2.1 Asia-Pacific Graph Analytics Market Size by Type (2017-2022)
        8.2.2 Asia-Pacific Graph Analytics Market Size by Type (2023-2028)
        8.2.3 Asia-Pacific Graph Analytics Market Share by Type (2017-2028)
    8.3 Asia-Pacific Graph Analytics Market Size by Application
        8.3.1 Asia-Pacific Graph Analytics Market Size by Application (2017-2022)
        8.3.2 Asia-Pacific Graph Analytics Market Size by Application (2023-2028)
        8.3.3 Asia-Pacific Graph Analytics Market Share by Application (2017-2028)
    8.4 Asia-Pacific Graph Analytics Market Size by Region
        8.4.1 Asia-Pacific Graph Analytics Market Size by Region (2017-2022)
        8.4.2 Asia-Pacific Graph Analytics Market Size by Region (2023-2028)
        8.4.3 China
        8.4.4 Japan
        8.4.5 South Korea
        8.4.6 Southeast Asia
        8.4.7 India
        8.4.8 Australia 
9 Latin America
    9.1 Latin America Graph Analytics Market Size (2017-2028)
    9.2 Latin America Graph Analytics Market Size by Type
        9.2.1 Latin America Graph Analytics Market Size by Type (2017-2022)
        9.2.2 Latin America Graph Analytics Market Size by Type (2023-2028)
        9.2.3 Latin America Graph Analytics Market Share by Type (2017-2028)
    9.3 Latin America Graph Analytics Market Size by Application
        9.3.1 Latin America Graph Analytics Market Size by Application (2017-2022)
        9.3.2 Latin America Graph Analytics Market Size by Application (2023-2028)
        9.3.3 Latin America Graph Analytics Market Share by Application (2017-2028)
    9.4 Latin America Graph Analytics Market Size by Country
        9.4.1 Latin America Graph Analytics Market Size by Country (2017-2022)
        9.4.2 Latin America Graph Analytics Market Size by Country (2023-2028)
        9.4.3 Mexico
        9.4.4 Brazil
10 Middle East & Africa
    10.1 Middle East & Africa Graph Analytics Market Size (2017-2028)
    10.2 Middle East & Africa Graph Analytics Market Size by Type
        10.2.1 Middle East & Africa Graph Analytics Market Size by Type (2017-2022)
        10.2.2 Middle East & Africa Graph Analytics Market Size by Type (2023-2028)
        10.2.3 Middle East & Africa Graph Analytics Market Share by Type (2017-2028)
    10.3 Middle East & Africa Graph Analytics Market Size by Application
        10.3.1 Middle East & Africa Graph Analytics Market Size by Application (2017-2022)
        10.3.2 Middle East & Africa Graph Analytics Market Size by Application (2023-2028)
        10.3.3 Middle East & Africa Graph Analytics Market Share by Application (2017-2028)
    10.4 Middle East & Africa Graph Analytics Market Size by Country
        10.4.1 Middle East & Africa Graph Analytics Market Size by Country (2017-2022)
        10.4.2 Middle East & Africa Graph Analytics Market Size by Country (2023-2028)
        10.4.3 Turkey
        10.4.4 Saudi Arabia
        10.4.5 UAE
11 Key Players Profiles
    11.1 Microsoft
        11.1.1 Microsoft Company Details
        11.1.2 Microsoft Business Overview
        11.1.3 Microsoft Graph Analytics Introduction
        11.1.4 Microsoft Revenue in Graph Analytics Business (2017-2022)
        11.1.5 Microsoft Recent Developments
    11.2 IBM
        11.2.1 IBM Company Details
        11.2.2 IBM Business Overview
        11.2.3 IBM Graph Analytics Introduction
        11.2.4 IBM Revenue in Graph Analytics Business (2017-2022)
        11.2.5 IBM Recent Developments
    11.3 AWS
        11.3.1 AWS Company Details
        11.3.2 AWS Business Overview
        11.3.3 AWS Graph Analytics Introduction
        11.3.4 AWS Revenue in Graph Analytics Business (2017-2022)
        11.3.5 AWS Recent Developments
    11.4 Oracle
        11.4.1 Oracle Company Details
        11.4.2 Oracle Business Overview
        11.4.3 Oracle Graph Analytics Introduction
        11.4.4 Oracle Revenue in Graph Analytics Business (2017-2022)
        11.4.5 Oracle Recent Developments
    11.5 Neo4j
        11.5.1 Neo4j Company Details
        11.5.2 Neo4j Business Overview
        11.5.3 Neo4j Graph Analytics Introduction
        11.5.4 Neo4j Revenue in Graph Analytics Business (2017-2022)
        11.5.5 Neo4j Recent Developments
    11.6 TigerGraph
        11.6.1 TigerGraph Company Details
        11.6.2 TigerGraph Business Overview
        11.6.3 TigerGraph Graph Analytics Introduction
        11.6.4 TigerGraph Revenue in Graph Analytics Business (2017-2022)
        11.6.5 TigerGraph Recent Developments
    11.7 Cray
        11.7.1 Cray Company Details
        11.7.2 Cray Business Overview
        11.7.3 Cray Graph Analytics Introduction
        11.7.4 Cray Revenue in Graph Analytics Business (2017-2022)
        11.7.5 Cray Recent Developments
    11.8 DataStax
        11.8.1 DataStax Company Details
        11.8.2 DataStax Business Overview
        11.8.3 DataStax Graph Analytics Introduction
        11.8.4 DataStax Revenue in Graph Analytics Business (2017-2022)
        11.8.5 DataStax Recent Developments
    11.9 Lynx Analytics
        11.9.1 Lynx Analytics Company Details
        11.9.2 Lynx Analytics Business Overview
        11.9.3 Lynx Analytics Graph Analytics Introduction
        11.9.4 Lynx Analytics Revenue in Graph Analytics Business (2017-2022)
        11.9.5 Lynx Analytics Recent Developments
    11.10 NVIDIA Developer
        11.10.1 NVIDIA Developer Company Details
        11.10.2 NVIDIA Developer Business Overview
        11.10.3 NVIDIA Developer Graph Analytics Introduction
        11.10.4 NVIDIA Developer Revenue in Graph Analytics Business (2017-2022)
        11.10.5 NVIDIA Developer Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
    13.1 Research Methodology
        13.1.1 Methodology/Research Approach
        13.1.2 Data Source
    13.2 Author Details
    13.3 Disclaimer
List of Tables
    Table 1. Global Graph Analytics Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
    Table 2. Key Players of Solutions(Software Tools,Platform)
    Table 3. Key Players of Services(Consulting,System Integration,Support and Maintenance)
    Table 4. Global Graph Analytics Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
    Table 5. Global Graph Analytics Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
    Table 6. Global Graph Analytics Market Size by Region (2017-2022) & (US$ Million)
    Table 7. Global Graph Analytics Market Share by Region (2017-2022)
    Table 8. Global Graph Analytics Forecasted Market Size by Region (2023-2028) & (US$ Million)
    Table 9. Global Graph Analytics Market Share by Region (2023-2028)
    Table 10. Graph Analytics Market Trends
    Table 11. Graph Analytics Market Drivers
    Table 12. Graph Analytics Market Challenges
    Table 13. Graph Analytics Market Restraints
    Table 14. Global Graph Analytics Revenue by Players (2017-2022) & (US$ Million)
    Table 15. Global Graph Analytics Revenue Share by Players (2017-2022)
    Table 16. Global Top Graph Analytics by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Graph Analytics as of 2021)
    Table 17. Ranking of Global Top Graph Analytics Companies by Revenue (US$ Million) in 2021
    Table 18. Global 5 Largest Players Market Share by Graph Analytics Revenue (CR5 and HHI) & (2017-2022)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Graph Analytics Product Solution and Service
    Table 21. Date of Enter into Graph Analytics Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Graph Analytics Market Size by Type (2017-2022) & (US$ Million)
    Table 24. Global Graph Analytics Revenue Market Share by Type (2017-2022)
    Table 25. Global Graph Analytics Forecasted Market Size by Type (2023-2028) & (US$ Million)
    Table 26. Global Graph Analytics Revenue Market Share by Type (2023-2028)
    Table 27. Global Graph Analytics Market Size by Application (2017-2022) & (US$ Million)
    Table 28. Global Graph Analytics Revenue Share by Application (2017-2022)
    Table 29. Global Graph Analytics Forecasted Market Size by Application (2023-2028) & (US$ Million)
    Table 30. Global Graph Analytics Revenue Share by Application (2023-2028)
    Table 31. North America Graph Analytics Market Size by Type (2017-2022) & (US$ Million)
    Table 32. North America Graph Analytics Market Size by Type (2023-2028) & (US$ Million)
    Table 33. North America Graph Analytics Market Size by Application (2017-2022) & (US$ Million)
    Table 34. North America Graph Analytics Market Size by Application (2023-2028) & (US$ Million)
    Table 35. North America Graph Analytics Market Size by Country (2017-2022) & (US$ Million)
    Table 36. North America Graph Analytics Market Size by Country (2023-2028) & (US$ Million)
    Table 37. Europe Graph Analytics Market Size by Type (2017-2022) & (US$ Million)
    Table 38. Europe Graph Analytics Market Size by Type (2023-2028) & (US$ Million)
    Table 39. Europe Graph Analytics Market Size by Application (2017-2022) & (US$ Million)
    Table 40. Europe Graph Analytics Market Size by Application (2023-2028) & (US$ Million)
    Table 41. Europe Graph Analytics Market Size by Country (2017-2022) & (US$ Million)
    Table 42. Europe Graph Analytics Market Size by Country (2023-2028) & (US$ Million)
    Table 43. Asia Pacific Graph Analytics Market Size by Type (2017-2022) & (US$ Million)
    Table 44. Asia Pacific Graph Analytics Market Size by Type (2023-2028) & (US$ Million)
    Table 45. Asia Pacific Graph Analytics Market Size by Application (2017-2022) & (US$ Million)
    Table 46. Asia Pacific Graph Analytics Market Size by Application (2023-2028) & (US$ Million)
    Table 47. Asia Pacific Graph Analytics Market Size by Region (2017-2022) & (US$ Million)
    Table 48. Asia Pacific Graph Analytics Market Size by Region (2023-2028) & (US$ Million)
    Table 49. Latin America Graph Analytics Market Size by Type (2017-2022) & (US$ Million)
    Table 50. Latin America Graph Analytics Market Size by Type (2023-2028) & (US$ Million)
    Table 51. Latin America Graph Analytics Market Size by Application (2017-2022) & (US$ Million)
    Table 52. Latin America Graph Analytics Market Size by Application (2023-2028) & (US$ Million)
    Table 53. Latin America Graph Analytics Market Size by Country (2017-2022) & (US$ Million)
    Table 54. Latin America Graph Analytics Market Size by Country (2023-2028) & (US$ Million)
    Table 55. Middle East and Africa Graph Analytics Market Size by Type (2017-2022) & (US$ Million)
    Table 56. Middle East and Africa Graph Analytics Market Size by Type (2023-2028) & (US$ Million)
    Table 57. Middle East and Africa Graph Analytics Market Size by Application (2017-2022) & (US$ Million)
    Table 58. Middle East and Africa Graph Analytics Market Size by Application (2023-2028) & (US$ Million)
    Table 59. Middle East and Africa Graph Analytics Market Size by Country (2017-2022) & (US$ Million)
    Table 60. Middle East and Africa Graph Analytics Market Size by Country (2023-2028) & (US$ Million)
    Table 61. Microsoft Company Details
    Table 62. Microsoft Business Overview
    Table 63. Microsoft Graph Analytics Product
    Table 64. Microsoft Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 65. Microsoft Recent Developments
    Table 66. IBM Company Details
    Table 67. IBM Business Overview
    Table 68. IBM Graph Analytics Product
    Table 69. IBM Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 70. IBM Recent Developments
    Table 71. AWS Company Details
    Table 72. AWS Business Overview
    Table 73. AWS Graph Analytics Product
    Table 74. AWS Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 75. AWS Recent Developments
    Table 76. Oracle Company Details
    Table 77. Oracle Business Overview
    Table 78. Oracle Graph Analytics Product
    Table 79. Oracle Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 80. Oracle Recent Developments
    Table 81. Neo4j Company Details
    Table 82. Neo4j Business Overview
    Table 83. Neo4j Graph Analytics Product
    Table 84. Neo4j Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 85. Neo4j Recent Developments
    Table 86. TigerGraph Company Details
    Table 87. TigerGraph Business Overview
    Table 88. TigerGraph Graph Analytics Product
    Table 89. TigerGraph Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 90. TigerGraph Recent Developments
    Table 91. Cray Company Details
    Table 92. Cray Business Overview
    Table 93. Cray Graph Analytics Product
    Table 94. Cray Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 95. Cray Recent Developments
    Table 96. DataStax Company Details
    Table 97. DataStax Business Overview
    Table 98. DataStax Graph Analytics Product
    Table 99. DataStax Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 100. DataStax Recent Developments
    Table 101. Lynx Analytics Company Details
    Table 102. Lynx Analytics Business Overview
    Table 103. Lynx Analytics Graph Analytics Product
    Table 104. Lynx Analytics Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 105. Lynx Analytics Recent Developments
    Table 106. NVIDIA Developer Company Details
    Table 107. NVIDIA Developer Business Overview
    Table 108. NVIDIA Developer Graph Analytics Product
    Table 109. NVIDIA Developer Revenue in Graph Analytics Business (2017-2022) & (US$ Million)
    Table 110. NVIDIA Developer Recent Developments
    Table 111. Research Programs/Design for This Report
    Table 112. Key Data Information from Secondary Sources
    Table 113. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Graph Analytics Market Share by Type: 2021 VS 2028
    Figure 2. Solutions(Software Tools,Platform) Features
    Figure 3. Services(Consulting,System Integration,Support and Maintenance) Features
    Figure 4. Global Graph Analytics Market Share by Application: 2021 VS 2028
    Figure 5. Customer Analytics Case Studies
    Figure 6. Risk and Compliance Management Case Studies
    Figure 7. Recommendation Engines Case Studies
    Figure 8. Route Optimization Case Studies
    Figure 9. Fraud Detection Case Studies
    Figure 10. Others (Operations Management and Asset Management) Case Studies
    Figure 11. Graph Analytics Report Years Considered
    Figure 12. Global Graph Analytics Market Size (US$ Million), Year-over-Year: 2017-2028
    Figure 13. Global Graph Analytics Market Size, (US$ Million), 2017 VS 2021 VS 2028
    Figure 14. Global Graph Analytics Market Share by Region: 2021 VS 2028
    Figure 15. Global Graph Analytics Market Share by Players in 2021
    Figure 16. Global Top Graph Analytics Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Graph Analytics as of 2021)
    Figure 17. The Top 10 and 5 Players Market Share by Graph Analytics Revenue in 2021
    Figure 18. North America Graph Analytics Market Size YoY (2017-2028) & (US$ Million)
    Figure 19. North America Graph Analytics Market Size Market Share by Type (2017-2028)
    Figure 20. North America Graph Analytics Market Size Market Share by Application (2017-2028)
    Figure 21. North America Graph Analytics Market Size Share by Country (2017-2028)
    Figure 22. United States Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 23. Canada Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 24. Europe Graph Analytics Market Size YoY (2017-2028) & (US$ Million)
    Figure 25. Europe Graph Analytics Market Size Market Share by Type (2017-2028)
    Figure 26. Europe Graph Analytics Market Size Market Share by Application (2017-2028)
    Figure 27. Europe Graph Analytics Market Size Share by Country (2017-2028)
    Figure 28. Germany Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 29. France Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 30. U.K. Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 31. Italy Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 32. Russia Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 33. Nordic Countries Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 34. Asia-Pacific Graph Analytics Market Size YoY (2017-2028) & (US$ Million)
    Figure 35. Asia Pacific Graph Analytics Market Size Market Share by Type (2017-2028)
    Figure 36. Asia Pacific Graph Analytics Market Size Market Share by Application (2017-2028)
    Figure 37. Asia Pacific Graph Analytics Market Size Share by Region (2017-2028)
    Figure 38. China Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 39. Japan Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 40. South Korea Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 41. Southeast Asia Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 42. India Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 43. Australia Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
    Figure 44. Latin America Graph Analytics Market Size YoY (2017-2028) & (US$ Million)
    Figure 45. Latin America Graph Analytics Market Size Market Share by Type (2017-2028)
    Figure 46. Latin America Graph Analytics Market Size Market Share by Application (2017-2028)
    Figure 47. Latin America Graph Analytics Market Size Share by Country (2017-2028)
    Figure 48. Mexico Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 49. Brazil Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 50. Middle East & Africa Graph Analytics Market Size YoY (2017-2028) & (US$ Million)
    Figure 51. Middle East and Africa Graph Analytics Market Size Market Share by Type (2017-2028)
    Figure 52. Middle East and Africa Graph Analytics Market Size Market Share by Application (2017-2028)
    Figure 53. Middle East and Africa Graph Analytics Market Size Share by Country (2017-2028)
    Figure 54. Turkey Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 55. Saudi Arabia Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 56. UAE Graph Analytics Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 57. Microsoft Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 58. IBM Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 59. AWS Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 60. Oracle Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 61. Neo4j Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 62. TigerGraph Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 63. Cray Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 64. DataStax Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 65. Lynx Analytics Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 66. NVIDIA Developer Revenue Growth Rate in Graph Analytics Business (2017-2022)
    Figure 67. Bottom-up and Top-down Approaches for This Report
    Figure 68. Data Triangulation
    Figure 69. Key Executives Interviewed