Table of Content

1. Executive Summary


2. Introduction

2.1 Graph Analytics: An Overview
2.1.1 Definition of Graph Analytics

2.2 Graph Analytics Segmentation: An Overview
2.2.1 Graph Analytics Segmentation
2.2.2 Graph Analytics Segmentation by Industry Vertical


3. Global Market Analysis

3.1 Global Graph Analytics Market: An Analysis

3.1.1 Global Graph Analytics Market: An Overview
3.1.2 Global Graph Analytics Market by Value
3.1.3 Global Graph Analytics Market by Component (Solutions, and Services)
3.1.4 Global Graph Analytics Market by Deployment (On Premise and Cloud)
3.1.5 Global Graph Analytics Market by Enterprise Size (Large Enterprises and Small and Medium Enterprises (SMEs))
3.1.6 Global Graph Analytics Market by Application (Fraud Detection, Customer Analytics, Recommendation Engines, Risk & Compliance Management, Route Optimization and Others)
3.1.7 Global Graph Analytics Market by Industry Vertical (Banking, Financial Services and Insurance (BFSI), IT & Telecom, Manufacturing, Healthcare, Government, Retail & E-Commerce, Education, Transportation and Others)
3.1.8 Global Graph Analytics Market by Region (North America, Asia Pacific, Europe, Middle East & Africa and Latin America)

3.2 Global Graph Analytics Market: Component Analysis

3.2.1 Global Graph Analytics Market by Component: An Overview
3.2.2 Global Graph Analytics Solutions Market by Value
3.2.3 Global Graph Analytics Services Market by Value

3.3 Global Graph Analytics Market: Deployment Analysis

3.3.1 Global Graph Analytics Market By Deployment: An Overview
3.3.2 Global On Premise Graph Analytics Market By Value
3.3.3 Global Cloud Graph Analytics Market By Value

3.4 Global Graph Analytics Market: Enterprise Size Analysis

3.4.1 Global Graph Analytics Market By Enterprise Size: An Overview
3.4.2 Global Large Enterprises Graph Analytics Market By Value
3.4.3 Global Small and Medium Enterprises (SMEs) Graph Analytics Market By Value

3.5 Global Graph Analytics Market: Application Analysis

3.5.1 Global Graph Analytics Market By Application: An Overview
3.5.2 Global Fraud Detection Graph Analytics Market By Value
3.5.3 Global Customer Analytics Graph Analytics Market By Value
3.5.4 Global Recommendation Engines Graph Analytics Market By Value
3.5.5 Global Risk & Compliance Management Graph Analytics Market By Value
3.5.6 Global Route Optimization Graph Analytics Market By Value
3.5.7 Global Other Graph Analytics Application Graph Analytics Market By Value

3.6 Global Graph Analytics Market: Industry Vertical Analysis

3.6.1 Global Graph Analytics Market By Industry Vertical: An Overview
3.6.2 Global BFSI Graph Analytics Market By Value
3.6.3 Global IT & Telecom Graph Analytics Market By Value
3.6.4 Global Manufacturing Graph Analytics Market By Value
3.6.5 Global Healthcare Graph Analytics Market By Value
3.6.6 Global Government Graph Analytics Market By Value
3.6.7 Global Retail & E-commerce Graph Analytics Market By Value
3.6.8 Global Education Graph Analytics Market By Value
3.6.9 Global Transportation Graph Analytics Market By Value
3.6.10 Global Other Industries Graph Analytics Market By Value


4. Regional Market Analysis

4.1 North America Graph Analytics Market: An Analysis

4.1.1 North America Graph Analytics Market: An Overview
4.1.2 North America Graph Analytics Market by Value
4.1.3 North America Graph Analytics Market by Region (The US, Canada and Mexico)
4.1.4 The US Graph Analytics Market by Value
4.1.5 Canada Graph Analytics Market by Value
4.1.6 Mexico Graph Analytics Market by Value

4.2 Europe Graph Analytics Market: An Analysis

4.2.1 Europe Graph Analytics Market: An Overview
4.2.2 Europe Graph Analytics Market by Value
4.2.3 Europe Graph Analytics Market by Region (Germany, United Kingdom, France, Italy and Rest of the Europe)
4.2.4 Germany Graph Analytics Market by Value
4.2.5 United Kingdom Graph Analytics Market by Value
4.2.6 France Graph Analytics Market by Value
4.2.7 Italy Graph Analytics Market by Value
4.2.8 Rest of Europe Graph Analytics Market by Value

4.3 Asia Pacific Graph Analytics Market: An Analysis

4.3.1 Asia Pacific Graph Analytics Market: An Overview
4.3.2 Asia Pacific Graph Analytics Market by Value
4.3.3 Asia Pacific Graph Analytics Market by Region (China, India, Japan, South Korea, Australia and Rest of Asia Pacific)
4.3.4 China Graph Analytics Market by Value
4.3.5 India Graph Analytics Market by Value
4.3.6 Japan Graph Analytics Market by Value
4.3.7 South Korea Graph Analytics Market by Value
4.3.8 Australia Graph Analytics Market by Value
4.3.9 Rest of Asia Pacific Graph Analytics Market by Value

4.4 Middle East & Africa Graph Analytics Market: An Analysis

4.4.1 Middle East & Africa Graph Analytics Market: An Overview
4.4.2 Middle East & Africa Graph Analytics Market by Value

4.5 Latin America Graph Analytics Market: An Analysis

4.5.1 Latin America Graph Analytics Market: An Overview
4.5.2 Latin America Graph Analytics Market by Value


5. Impact of COVID-19

5.1 Impact of COVID-19
5.1.1 Impact of COVID-19 on Graph Analytics Market
5.1.2 Post-COVID-19 Scenario of Graph Analytics Market


6. Market Dynamics

6.1 Growth Drivers
6.1.1 Increasing Availability of Cloud-based Analytics Platforms
6.1.2 Increasing Amount Of Data
6.1.3 Rise in the Demand for Low Latency Queries
6.1.4 Increasing Adoption Of Big Data Analytics In Various Industries
6.1.5 Increasingly Complex Data Sets
6.1.6 Surge in Adoption of Machine Learning

6.2 Challenges
6.2.1 Data Privacy and Security Issues
6.2.2 Lack of Technical Skills
6.2.3 Lack of Ease in Programming and Standardization

6.3 Market Trends
6.3.1 Growing Volume of Internet of Things (IoT) Devices
6.3.2 Emerging Trends Of Social Media Analytics
6.3.3 Increasing Adoption of Open-Source Graph Databases
6.3.4 Growing Demand for Fraud Detection & Expansion of Use Cases
6.3.5 Increasing Adoption of Graph AI


7. Competitive Landscape

7.1 Global Graph Analytics Market Players: Key Comparison


8. Company Profiles

8.1 Microsoft Corp.
8.1.1 Business Overview
8.1.2 Operating Segments
8.1.3 Business Strategy

8.2 International Business Machines Corporation (IBM)
8.2.1 Business Overview
8.2.2 Operating Segments
8.2.3 Business Strategy

8.3 Oracle Corporation
8.3.1 Business Overview
8.3.2 Operating Segments
8.3.3 Business Strategy

8.4 Neo4j, Inc.
8.4.1 Business Overview
8.4.2 Business Strategy

8.5 TigerGraph, Inc.
8.5.1 Business Overview
8.5.2 Business Strategy

8.6 TIBCO Software, Inc.
8.6.1 Business Overview
8.6.2 Business Strategy

8.7 Lynx Analytics
8.7.1 Business Overview
8.7.2 Business Strategy

8.8 Expero, Inc.
8.8.1 Business Overview
8.8.2 Business Strategy

8.9 DataStax, Inc.
8.9.1 Business Overview
8.9.2 Business Strategy

8.10 Kineviz, Inc.
8.10.1 Business Overview

8.11 Tom Sawyer Software
8.11.1 Business Overview

8.12 Linkurious SAS
8.12.1 Business Overview

8.13 Graphistry
8.13.1 Business Overview

List of Figures

Figure 1: Advantages of Graph Analytics
Figure 2: Graph Analytics Segmentation
Figure 3: Graph Analytics Segmentation by Industry Vertical
Figure 4: Global Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 5: Global Graph Analytics Market by Value; 2023-2028 (US$ Billion)
Figure 6: Global Graph Analytics Market by Component; 2022 (Percentage, %)
Figure 7: Global Graph Analytics Market by Deployment; 2022 (Percentage, %)
Figure 8: Global Graph Analytics Market by Enterprise Size; 2022 (Percentage, %)
Figure 9: Global Graph Analytics Market by Application; 2022 (Percentage, %)
Figure 10: Global Graph Analytics Market by Industry Vertical; 2022 (Percentage, %)
Figure 11: Global Graph Analytics Market by Region; 2022 (Percentage, %)
Figure 12: Global Graph Analytics Solutions Market by Value; 2018-2022 (US$ Million)
Figure 13: Global Graph Analytics Solutions Market by Value; 2023-2028 (US$ Billion)
Figure 14: Global Graph Analytics Services Market by Value; 2018-2022 (US$ Million)
Figure 15: Global Graph Analytics Services Market by Value; 2023-2028 (US$ Billion)
Figure 16: Global On Premise Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 17: Global On Premise Graph Analytics Market By Value; 2023-2028 (US$ Billion)
Figure 18: Global Cloud Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 19: Global Cloud Graph Analytics Market By Value; 2023-2028 (US$ Billion)
Figure 20: Global Large Enterprises Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 21: Global Large Enterprises Graph Analytics Market By Value; 2023-2028 (US$ Billion)
Figure 22: Global Small and Medium Enterprises (SMEs) Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 23: Global Small and Medium Enterprises (SMEs) Graph Analytics Market By Value; 2023-2028 (US$ Billion)
Figure 24: Global Fraud Detection Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 25: Global Fraud Detection Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 26: Global Customer Analytics Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 27: Global Customer Analytics Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 28: Global Recommendation Engines Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 29: Global Recommendation Engines Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 30: Global Risk & Compliance Management Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 31: Global Risk & Compliance Management Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 32: Global Route Optimization Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 33: Global Route Optimization Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 34: Global Other Graph Analytics Application Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 35: Global Other Graph Analytics Application Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 36: Global BFSI Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 37: Global BFSI Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 38: Global IT & Telecom Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 39: Global IT & Telecom Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 40: Global Manufacturing Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 41: Global Manufacturing Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 42: Global Healthcare Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 43: Global Healthcare Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 44: Global Government Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 45: Global Government Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 46: Global Retail & E-commerce Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 47: Global Retail & E-commerce Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 48: Global Education Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 49: Global Education Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 50: Global Transportation Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 51: Global Transportation Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 52: Global Other Industries Graph Analytics Market By Value; 2018-2022 (US$ Million)
Figure 53: Global Other Industries Graph Analytics Market By Value; 2023-2028 (US$ Million)
Figure 54: North America Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 55: North America Graph Analytics Market by Value; 2023-2028 (US$ Billion)
Figure 56: North America Graph Analytics Market by Region; 2022 (Percentage, %)
Figure 57: The US Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 58: The US Graph Analytics Market by Value; 2023-2028 (US$ Billion)
Figure 59: Canada Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 60: Canada Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 61: Mexico Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 62: Mexico Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 63: Europe Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 64: Europe Graph Analytics Market by Value; 2023-2028 (US$ Billion)
Figure 65: Europe Graph Analytics Market by Region; 2022 (Percentage, %)
Figure 66: Germany Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 67: Germany Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 68: United Kingdom Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 69: United Kingdom Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 70: France Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 71: France Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 72: Italy Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 73: Italy Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 74: Rest of Europe Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 75: Rest of Europe Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 76: Asia Pacific Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 77: Asia Pacific Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 78: Asia Pacific Graph Analytics Market by Region; 2022 (Percentage, %)
Figure 79: China Graph Analytics Market by Value, 2018-2022 (US$ Million)
Figure 80: China Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 81: India Graph Analytics Market by Value, 2018-2022 (US$ Million)
Figure 82: India Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 83: Japan Graph Analytics Market by Value, 2018-2022 (US$ Million)
Figure 84: Japan Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 85: South Korea Graph Analytics Market by Value, 2018-2022 (US$ Million)
Figure 86: South Korea Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 87: Australia Graph Analytics Market by Value, 2018-2022 (US$ Million)
Figure 88: Australia Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 89: Rest of Asia Pacific Graph Analytics Market by Value, 2018-2022 (US$ Million)
Figure 90: Rest of Asia Pacific Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 91: Middle East & Africa Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 92: Middle East & Africa Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 93: Latin America Graph Analytics Market by Value; 2018-2022 (US$ Million)
Figure 94: Latin America Graph Analytics Market by Value; 2023-2028 (US$ Million)
Figure 95: Global Whole Cloud Forecast; 2021-2025 (US$ Billion)
Figure 96: Global Data Forecast; 2021-2026 (Thousand Exabytes)
Figure 97: Global Number Of Data Records Exposed; Q1 2020-Q3 2022 (Million)
Figure 98: Global Number of Internet of Things (IoT) Devices Connections; 2019-2024 (Billion)
Figure 99: Microsoft Corp. Revenue by Operating Segment; 2022 (Percentage, %)
Figure 100: International Business Machines Corporation (IBM) Revenue by Operating Segment; 2022 (Percentage, %)
Figure 101: Oracle Corporation Revenue by Operating Segments; 2022 (Percentage, %)
Table 1: Global Graph Analytics Market Players: Key Comparison