Graph Analytics Market by Component, Deployment Mode, Organization Size, Application (Route Optimization and Fraud Detection), Vertical (Healthcare and Life Sciences, Transportation and Logistics, and BFSI), and Region - Global Forecast to 2024
The global graph analytics market size to grow at a CAGR of 34.0% during the forecast period
The graph analytics market size is projected to grow from USD 584 million in 2019 to USD 2,522 million by 2024, at a Compound Annual Growth Rate (CAGR) of 34.0% during the forecast period. The graph analytics market is driven by the growing demand to analyze low-latency queries, advancements in graph analytics by integration of technologies, such as Artificial Intelligence (AI) and Internet of Things (IoT), and the ability of graph analytics to uncover relationships between data in real time to drive the growth of the market. However, lack of technical skills may hinder the growth of the graph analytics market.
Services segment to grow at a higher CAGR during the forecast period
The graph analytics market by component is segmented into solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. The services considered in the report are consulting, system integration, and support and maintenance. The growth of this segment can be attributed to the increasing deployment of graph analytics software tools and platform, which leads to the increasing the demand for pre- and post-deployment services, as these solutions require training due to technical complexities.
Healthcare and life sciences vertical to grow at the highest CAGR during the forecast period
The graph analytics market by vertical has been segmented into Banking, Financial Services and Insurance (BFSI), telecom, retail and eCommerce, healthcare and life sciences, manufacturing, government and public sector, transportation and logistics, and others (media and entertainment, education, and real estate). The health care and life sciences segment is projected to grow at the highest CAGR during the forecast period, owing to the increasing demand for controlling fraud related to health data, achieving better patient experience, and offering personalized treatment in real time.
APAC to grow at the highest CAGR during the forecast period
Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. Increasing investments by the technology companies in major APAC countries, such as China, Japan, India, South Korea, Jong Kong, and Malaysia; growing digitalization; increasing adoption of advanced AI and big data technologies; and government regulations and initiatives are expected to drive the growth of the market in the APAC region.
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the graph analytics market.
Research Coverage
The market study covers the graph analytics market across segments. It aims at estimating the market size and the growth potential of this market, across different segments, such as component, deployment mode, organization size, application, vertical, and region. The study further includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall graph analytics market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and to plan suitable go-to-market strategies. The report further helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The graph analytics market size is projected to grow from USD 584 million in 2019 to USD 2,522 million by 2024, at a Compound Annual Growth Rate (CAGR) of 34.0% during the forecast period. The graph analytics market is driven by the growing demand to analyze low-latency queries, advancements in graph analytics by integration of technologies, such as Artificial Intelligence (AI) and Internet of Things (IoT), and the ability of graph analytics to uncover relationships between data in real time to drive the growth of the market. However, lack of technical skills may hinder the growth of the graph analytics market.
Services segment to grow at a higher CAGR during the forecast period
The graph analytics market by component is segmented into solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. The services considered in the report are consulting, system integration, and support and maintenance. The growth of this segment can be attributed to the increasing deployment of graph analytics software tools and platform, which leads to the increasing the demand for pre- and post-deployment services, as these solutions require training due to technical complexities.
Healthcare and life sciences vertical to grow at the highest CAGR during the forecast period
The graph analytics market by vertical has been segmented into Banking, Financial Services and Insurance (BFSI), telecom, retail and eCommerce, healthcare and life sciences, manufacturing, government and public sector, transportation and logistics, and others (media and entertainment, education, and real estate). The health care and life sciences segment is projected to grow at the highest CAGR during the forecast period, owing to the increasing demand for controlling fraud related to health data, achieving better patient experience, and offering personalized treatment in real time.
APAC to grow at the highest CAGR during the forecast period
Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. Increasing investments by the technology companies in major APAC countries, such as China, Japan, India, South Korea, Jong Kong, and Malaysia; growing digitalization; increasing adoption of advanced AI and big data technologies; and government regulations and initiatives are expected to drive the growth of the market in the APAC region.
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the graph analytics market.
- By Company: Tier I: 38%, Tier II: 41%, and Tier III: 21%
- By Designation: C-Level Executives: 65%, Directors: 20%, and Others: 15%
- By Region: North America: 45%, APAC: 30%, Europe: 15%, MEA: 5%, and Latin America: 5%
Research Coverage
The market study covers the graph analytics market across segments. It aims at estimating the market size and the growth potential of this market, across different segments, such as component, deployment mode, organization size, application, vertical, and region. The study further includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall graph analytics market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and to plan suitable go-to-market strategies. The report further helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.4 YEARS CONSIDERED FOR THE STUDY
1.5 CURRENCY CONSIDERED
1.6 STAKEHOLDERS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
2.4 MARKET FORECAST
2.5 ASSUMPTIONS FOR THE STUDY
2.6 LIMITATIONS OF THE STUDY
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE GRAPH ANALYTICS MARKET
4.2 GRAPH ANALYTICS MARKET: TOP 3 APPLICATIONS
4.3 GRAPH ANALYTICS MARKET: BY REGION
4.4 GRAPH ANALYTICS MARKET IN NORTH AMERICA, BY APPLICATION AND VERTICAL
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
5.2.1 DRIVERS
5.2.1.1 Ability to uncover relationships between data in real time to
drive the market
5.2.1.2 Growing demand to analyze low-latency queries
5.2.1.3 Advancements in graph analytics by integration of AI, IoT, and blockchain to drive the market
5.2.2 RESTRAINTS
5.2.2.1 Lack of standardization and programming ease
5.2.3 OPPORTUNITIES
5.2.3.1 Growing need to identify complex patterns from the data in motion
5.2.3.2 Rapid use of virtualization for big data analytics
5.2.4 CHALLENGES
5.2.4.1 Lack of technical skills
5.3 USE CASES
5.3.1 USE CASE: SCENARIO 1
5.3.2 USE CASE: SCENARIO 2
5.3.3 USE CASE: SCENARIO 3
5.3.4 USE CASE: SCENARIO 4
5.4 REGULATORY IMPLICATIONS
5.4.1 GENERAL DATA PROTECTION REGULATION
5.4.2 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.4.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
5.4.4 BASEL COMMITTEE ON BANKING SUPERVISION 239 COMPLIANCE
5.4.5 SARBANES–OXLEY ACT OF 2002
6 GRAPH ANALYTICS MARKET, BY COMPONENT
6.1 INTRODUCTION
6.2 SOLUTIONS
6.2.1 SOFTWARE TOOLS
6.2.1.1 Software tools enable easy integration of graph analytics in the existing business architecture leading to the growth of the graph analytics market
6.2.2 PLATFORM
6.2.2.1 Platform to provide a complete foundation for designing graph analytics solutions in various applications
6.3 SERVICES
6.3.1 CONSULTING
6.3.1.1 Technicalities in graph analytics solutions to drive the demand for consulting services
6.3.2 SYSTEM INTEGRATION
6.3.2.1 Need for seamless deployment of graph analytics solutions to drive the adoption of system integration services
6.3.3 SUPPORT AND MAINTENANCE
6.3.3.1 Growing deployment of graph analytics solutions to drive the demand for support and maintenance services
7 GRAPH ANALYTICS MARKET, BY DEPLOYMENT MODE
7.1 INTRODUCTION
7.2 CLOUD
7.2.1 COST-EFFECTIVENESS AND SCALABILITY OFFERED BY CLOUD-BASED SOLUTIONS TO DRIVE ITS ADOPTION IN THE GRAPH ANALYTICS MARKET
7.3 ON-PREMISES
7.3.1 DATA INTEGRITY AND SECURITY OFFERED BY ON-PREMISES SOLUTIONS TO DRIVE ITS ADOPTION IN THE GRAPH ANALYTICS MARKET
8 GRAPH ANALYTICS MARKET, BY ORGANIZATION SIZE
8.1 INTRODUCTION
8.2 LARGE ENTERPRISES
8.2.1 NEED TO MANAGE LARGE VOLUMES OF DATA BEING GENERATED FROM MULTIPLE BUSINESS UNITS AND TRANSFORM IT INTO ACTIONABLE INSIGHTS TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN LARGE ENTERPRISES
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES
8.3.1 DEVELOPMENT OF FEASIBLE CLOUD-BASED GRAPH ANALYTICS SOLUTIONS TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES
9 GRAPH ANALYTICS MARKET, BY APPLICATION
9.1 INTRODUCTION
9.2 CUSTOMER ANALYTICS
9.2.1 GROWING NEED TO UNDERSTAND CUSTOMER BUYING BEHAVIOR AND OPTIMIZE CUSTOMER ENGAGEMENT TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN THE CUSTOMER ANALYTICS APPLICATION
9.3 RISK AND COMPLIANCE MANAGEMENT
9.3.1 DEMAND TO SECURE CUSTOMER DATA AND ENSURE STRINGENT REGULATORY COMPLIANCES TO DRIVE THE ADOPTION OF GRAPH ANALYTICS
9.4 RECOMMENDATION ENGINES
9.4.1 INCREASING NEED TO PROVIDE EFFICIENT, ACCURATE, AND PERSONALIZED CUSTOMER SERVICES FOR CUSTOMER RETENTION AND ENHANCED EXPERIENCES TO DRIVE THE ADOPTION OF GRAPH ANALYTICS SOLUTIONS
9.5 ROUTE OPTIMIZATION
9.5.1 ABILITY OF GRAPH ANALYTICS TO IDENTIFY SHORTEST AND SAFEST ROUTES TO DRIVE ITS ADOPTION IN ROUTE OPTIMIZATION APPLICATION
9.6 FRAUD DETECTION
9.6.1 ABILITY TO DETECT REAL-TIME FRAUD PATTERNS TO DRIVE THE ADOPTION OF GRAPH ANALYTICS IN FRAUD DETECTION
9.7 OTHERS
10 GRAPH ANALYTICS MARKET, BY VERTICAL
10.1 INTRODUCTION
10.2 BANKING, FINANCIAL SERVICES AND INSURANCE
10.2.1 GROWING FOCUS TO CONTROL FRAUDS, ABIDE BY COMPLIANCES, AND ENABLE DATA-BASED ACTIONABLE INSIGHTS TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN THE BANKING, FINANCIAL SERVICES AND INSURANCE VERTICAL
10.3 RETAIL AND ECOMMERCE
10.3.1 GROWING DEMAND TO ENABLE REAL-TIME CUSTOMER BEHAVIOR-BASED EXPERIENCE TO DRIVE THE ADOPTION OF GRAPH ANALYTICS IN THE RETAIL AND ECOMMERCE VERTICAL
10.4 TELECOM
10.4.1 ABILITY OF GRAPH ANALYTICS TO VISUALIZE COMPLEX NETWORKS TO DRIVE ITS ADOPTION IN THE TELECOM VERTICAL
10.5 HEALTHCARE AND LIFE SCIENCES
10.5.1 GROWING DEMAND TO CONTROL FRAUD, ACHIEVE BETTER PATIENT EXPERIENCE, AND OFFER PERSONALIZED TREATMENT IN REAL TIME TO FUEL THE GROWTH OF GRAPH ANALYTICS IN THE HEALTHCARE AND LIFE SCIENCES VERTICAL
10.6 GOVERNMENT AND PUBLIC SECTOR
10.6.1 GROWING DEMAND FOR GREATER FLEXIBILITY, ENHANCED DATA SECURITY, AND ADVANCED INTELLIGENCE TO DRIVE THE GRAPH ANALYTICS MARKET
10.7 MANUFACTURING
10.7.1 GROWING NEED TO EXTEND THE LIFESPAN OF FACTORY EQUIPMENT, ENHANCE PRODUCT QUALITY, AND REDUCE THE RISK OF PRODUCTION DELAYS TO FUEL THE GROWTH OF THE GRAPH ANALYTICS APPLICATION IN THE MANUFACTURING VERTICAL
10.8 TRANSPORTATION AND LOGISTICS
10.8.1 GROWING NEED TO GET COMPLETE AND REAL-TIME VISIBILITY INTO OPERATIONS FOR MINIMIZING THE RISKS TO DRIVE THE ADOPTION OF GRAPH ANALYTICS IN THE TRANSPORTATION AND LOGISTICS VERTICAL
10.9 OTHERS
11 GRAPH ANALYTICS MARKET, BY REGION
11.1 INTRODUCTION
11.2 NORTH AMERICA
11.2.1 UNITED STATES
11.2.1.1 Government’s focus on innovation and research to fuel the adoption of graph analytics solutions in the United States
11.2.2 CANADA
11.2.2.1 Increase in investments and research activities to drive graph analytics solutions and services adoption in Canada
11.3 EUROPE
11.3.1 UNITED KINGDOM
11.3.1.1 Increasing government initiatives to fuel the adoption of graph analytics solutions in the United Kingdom
11.3.2 GERMANY
11.3.2.1 Growing investments by tech companies to provide opportunities for development of graph analytics solutions
11.3.3 FRANCE
11.3.3.1 Focus on R&D and heavy inflow of capital from global players and investors to drive the graph analytics market growth in France
11.3.4 REST OF EUROPE
11.4 ASIA PACIFIC
11.4.1 CHINA
11.4.1.1 Increasing focus on integrating artificial intelligence and big data technologies to drive the adoption of graph analytics in China
11.4.2 JAPAN
11.4.2.1 Existing market and already adopted graph technology to boost the graph analytics market growth in Japan
11.4.3 REST OF ASIA PACIFIC
11.5 MIDDLE EAST AND AFRICA
11.5.1 ISRAEL
11.5.1.1 Regulatory compliance backed by presence of graph analytics vendors to lead the adoption of graph analytics solutions
11.5.2 UNITED ARAB EMIRATES
11.5.2.1 Advanced analytics coupled with AI adoption to drive the graph analytics market growth in the United Arab Emirates
11.5.3 SOUTH AFRICA
11.5.3.1 Increasing adoption of graph analytics among enterprises to boost the market growth in South Africa
11.5.4 REST OF MIDDLE EAST AND AFRICA
11.6 LATIN AMERICA
11.6.1 BRAZIL
11.6.1.1 Need to offer enhanced customer experience and improved business processes to drive the market growth in Brazil
11.6.2 MEXICO
11.6.2.1 Investments by multinational companies to drive the market growth in Brazil
11.6.3 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 COMPETITIVE LEADERSHIP MAPPING
12.2.1 VISIONARY LEADERS
12.2.2 INNOVATORS
12.2.3 DYNAMIC DIFFERENTIATORS
12.2.4 EMERGING COMPANIES
13 COMPANY PROFILES
13.1 INTRODUCTION
(Business Overview, Platform, Solutions. Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.2 MICROSOFT
13.3 IBM
13.4 AWS
13.5 ORACLE
13.6 NEO4J
13.7 TIGERGRAPH
13.8 CRAY
13.9 DATASTAX
13.10 TERADATA
13.11 TIBCO SOFTWARE
13.12 LYNX ANALYTICS
13.13 LINKURIOUS
13.14 GRAPHISTRY
13.15 OBJECTIVITY
13.16 DATAIKU
13.17 TOM SAWYER SOFTWARE
13.18 KINEVIZ
13.19 FRANZ
13.20 EXPERO
13.21 CAMBRIDGE INTELLIGENCE
13.22 RIGHT-TO-WIN
*Details on Business Overview, Platform, Solutions. Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.
14 APPENDIX
14.1 INDUSTRY EXPERTS
14.2 DISCUSSION GUIDE
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.4 AVAILABLE CUSTOMIZATIONS
14.5 RELATED REPORTS
14.6 AUTHOR DETAILS
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.4 YEARS CONSIDERED FOR THE STUDY
1.5 CURRENCY CONSIDERED
1.6 STAKEHOLDERS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
2.4 MARKET FORECAST
2.5 ASSUMPTIONS FOR THE STUDY
2.6 LIMITATIONS OF THE STUDY
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE GRAPH ANALYTICS MARKET
4.2 GRAPH ANALYTICS MARKET: TOP 3 APPLICATIONS
4.3 GRAPH ANALYTICS MARKET: BY REGION
4.4 GRAPH ANALYTICS MARKET IN NORTH AMERICA, BY APPLICATION AND VERTICAL
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
5.2.1 DRIVERS
5.2.1.1 Ability to uncover relationships between data in real time to
drive the market
5.2.1.2 Growing demand to analyze low-latency queries
5.2.1.3 Advancements in graph analytics by integration of AI, IoT, and blockchain to drive the market
5.2.2 RESTRAINTS
5.2.2.1 Lack of standardization and programming ease
5.2.3 OPPORTUNITIES
5.2.3.1 Growing need to identify complex patterns from the data in motion
5.2.3.2 Rapid use of virtualization for big data analytics
5.2.4 CHALLENGES
5.2.4.1 Lack of technical skills
5.3 USE CASES
5.3.1 USE CASE: SCENARIO 1
5.3.2 USE CASE: SCENARIO 2
5.3.3 USE CASE: SCENARIO 3
5.3.4 USE CASE: SCENARIO 4
5.4 REGULATORY IMPLICATIONS
5.4.1 GENERAL DATA PROTECTION REGULATION
5.4.2 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.4.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
5.4.4 BASEL COMMITTEE ON BANKING SUPERVISION 239 COMPLIANCE
5.4.5 SARBANES–OXLEY ACT OF 2002
6 GRAPH ANALYTICS MARKET, BY COMPONENT
6.1 INTRODUCTION
6.2 SOLUTIONS
6.2.1 SOFTWARE TOOLS
6.2.1.1 Software tools enable easy integration of graph analytics in the existing business architecture leading to the growth of the graph analytics market
6.2.2 PLATFORM
6.2.2.1 Platform to provide a complete foundation for designing graph analytics solutions in various applications
6.3 SERVICES
6.3.1 CONSULTING
6.3.1.1 Technicalities in graph analytics solutions to drive the demand for consulting services
6.3.2 SYSTEM INTEGRATION
6.3.2.1 Need for seamless deployment of graph analytics solutions to drive the adoption of system integration services
6.3.3 SUPPORT AND MAINTENANCE
6.3.3.1 Growing deployment of graph analytics solutions to drive the demand for support and maintenance services
7 GRAPH ANALYTICS MARKET, BY DEPLOYMENT MODE
7.1 INTRODUCTION
7.2 CLOUD
7.2.1 COST-EFFECTIVENESS AND SCALABILITY OFFERED BY CLOUD-BASED SOLUTIONS TO DRIVE ITS ADOPTION IN THE GRAPH ANALYTICS MARKET
7.3 ON-PREMISES
7.3.1 DATA INTEGRITY AND SECURITY OFFERED BY ON-PREMISES SOLUTIONS TO DRIVE ITS ADOPTION IN THE GRAPH ANALYTICS MARKET
8 GRAPH ANALYTICS MARKET, BY ORGANIZATION SIZE
8.1 INTRODUCTION
8.2 LARGE ENTERPRISES
8.2.1 NEED TO MANAGE LARGE VOLUMES OF DATA BEING GENERATED FROM MULTIPLE BUSINESS UNITS AND TRANSFORM IT INTO ACTIONABLE INSIGHTS TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN LARGE ENTERPRISES
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES
8.3.1 DEVELOPMENT OF FEASIBLE CLOUD-BASED GRAPH ANALYTICS SOLUTIONS TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES
9 GRAPH ANALYTICS MARKET, BY APPLICATION
9.1 INTRODUCTION
9.2 CUSTOMER ANALYTICS
9.2.1 GROWING NEED TO UNDERSTAND CUSTOMER BUYING BEHAVIOR AND OPTIMIZE CUSTOMER ENGAGEMENT TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN THE CUSTOMER ANALYTICS APPLICATION
9.3 RISK AND COMPLIANCE MANAGEMENT
9.3.1 DEMAND TO SECURE CUSTOMER DATA AND ENSURE STRINGENT REGULATORY COMPLIANCES TO DRIVE THE ADOPTION OF GRAPH ANALYTICS
9.4 RECOMMENDATION ENGINES
9.4.1 INCREASING NEED TO PROVIDE EFFICIENT, ACCURATE, AND PERSONALIZED CUSTOMER SERVICES FOR CUSTOMER RETENTION AND ENHANCED EXPERIENCES TO DRIVE THE ADOPTION OF GRAPH ANALYTICS SOLUTIONS
9.5 ROUTE OPTIMIZATION
9.5.1 ABILITY OF GRAPH ANALYTICS TO IDENTIFY SHORTEST AND SAFEST ROUTES TO DRIVE ITS ADOPTION IN ROUTE OPTIMIZATION APPLICATION
9.6 FRAUD DETECTION
9.6.1 ABILITY TO DETECT REAL-TIME FRAUD PATTERNS TO DRIVE THE ADOPTION OF GRAPH ANALYTICS IN FRAUD DETECTION
9.7 OTHERS
10 GRAPH ANALYTICS MARKET, BY VERTICAL
10.1 INTRODUCTION
10.2 BANKING, FINANCIAL SERVICES AND INSURANCE
10.2.1 GROWING FOCUS TO CONTROL FRAUDS, ABIDE BY COMPLIANCES, AND ENABLE DATA-BASED ACTIONABLE INSIGHTS TO DRIVE THE ADOPTION OF THE GRAPH ANALYTICS MARKET IN THE BANKING, FINANCIAL SERVICES AND INSURANCE VERTICAL
10.3 RETAIL AND ECOMMERCE
10.3.1 GROWING DEMAND TO ENABLE REAL-TIME CUSTOMER BEHAVIOR-BASED EXPERIENCE TO DRIVE THE ADOPTION OF GRAPH ANALYTICS IN THE RETAIL AND ECOMMERCE VERTICAL
10.4 TELECOM
10.4.1 ABILITY OF GRAPH ANALYTICS TO VISUALIZE COMPLEX NETWORKS TO DRIVE ITS ADOPTION IN THE TELECOM VERTICAL
10.5 HEALTHCARE AND LIFE SCIENCES
10.5.1 GROWING DEMAND TO CONTROL FRAUD, ACHIEVE BETTER PATIENT EXPERIENCE, AND OFFER PERSONALIZED TREATMENT IN REAL TIME TO FUEL THE GROWTH OF GRAPH ANALYTICS IN THE HEALTHCARE AND LIFE SCIENCES VERTICAL
10.6 GOVERNMENT AND PUBLIC SECTOR
10.6.1 GROWING DEMAND FOR GREATER FLEXIBILITY, ENHANCED DATA SECURITY, AND ADVANCED INTELLIGENCE TO DRIVE THE GRAPH ANALYTICS MARKET
10.7 MANUFACTURING
10.7.1 GROWING NEED TO EXTEND THE LIFESPAN OF FACTORY EQUIPMENT, ENHANCE PRODUCT QUALITY, AND REDUCE THE RISK OF PRODUCTION DELAYS TO FUEL THE GROWTH OF THE GRAPH ANALYTICS APPLICATION IN THE MANUFACTURING VERTICAL
10.8 TRANSPORTATION AND LOGISTICS
10.8.1 GROWING NEED TO GET COMPLETE AND REAL-TIME VISIBILITY INTO OPERATIONS FOR MINIMIZING THE RISKS TO DRIVE THE ADOPTION OF GRAPH ANALYTICS IN THE TRANSPORTATION AND LOGISTICS VERTICAL
10.9 OTHERS
11 GRAPH ANALYTICS MARKET, BY REGION
11.1 INTRODUCTION
11.2 NORTH AMERICA
11.2.1 UNITED STATES
11.2.1.1 Government’s focus on innovation and research to fuel the adoption of graph analytics solutions in the United States
11.2.2 CANADA
11.2.2.1 Increase in investments and research activities to drive graph analytics solutions and services adoption in Canada
11.3 EUROPE
11.3.1 UNITED KINGDOM
11.3.1.1 Increasing government initiatives to fuel the adoption of graph analytics solutions in the United Kingdom
11.3.2 GERMANY
11.3.2.1 Growing investments by tech companies to provide opportunities for development of graph analytics solutions
11.3.3 FRANCE
11.3.3.1 Focus on R&D and heavy inflow of capital from global players and investors to drive the graph analytics market growth in France
11.3.4 REST OF EUROPE
11.4 ASIA PACIFIC
11.4.1 CHINA
11.4.1.1 Increasing focus on integrating artificial intelligence and big data technologies to drive the adoption of graph analytics in China
11.4.2 JAPAN
11.4.2.1 Existing market and already adopted graph technology to boost the graph analytics market growth in Japan
11.4.3 REST OF ASIA PACIFIC
11.5 MIDDLE EAST AND AFRICA
11.5.1 ISRAEL
11.5.1.1 Regulatory compliance backed by presence of graph analytics vendors to lead the adoption of graph analytics solutions
11.5.2 UNITED ARAB EMIRATES
11.5.2.1 Advanced analytics coupled with AI adoption to drive the graph analytics market growth in the United Arab Emirates
11.5.3 SOUTH AFRICA
11.5.3.1 Increasing adoption of graph analytics among enterprises to boost the market growth in South Africa
11.5.4 REST OF MIDDLE EAST AND AFRICA
11.6 LATIN AMERICA
11.6.1 BRAZIL
11.6.1.1 Need to offer enhanced customer experience and improved business processes to drive the market growth in Brazil
11.6.2 MEXICO
11.6.2.1 Investments by multinational companies to drive the market growth in Brazil
11.6.3 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 COMPETITIVE LEADERSHIP MAPPING
12.2.1 VISIONARY LEADERS
12.2.2 INNOVATORS
12.2.3 DYNAMIC DIFFERENTIATORS
12.2.4 EMERGING COMPANIES
13 COMPANY PROFILES
13.1 INTRODUCTION
(Business Overview, Platform, Solutions. Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.2 MICROSOFT
13.3 IBM
13.4 AWS
13.5 ORACLE
13.6 NEO4J
13.7 TIGERGRAPH
13.8 CRAY
13.9 DATASTAX
13.10 TERADATA
13.11 TIBCO SOFTWARE
13.12 LYNX ANALYTICS
13.13 LINKURIOUS
13.14 GRAPHISTRY
13.15 OBJECTIVITY
13.16 DATAIKU
13.17 TOM SAWYER SOFTWARE
13.18 KINEVIZ
13.19 FRANZ
13.20 EXPERO
13.21 CAMBRIDGE INTELLIGENCE
13.22 RIGHT-TO-WIN
*Details on Business Overview, Platform, Solutions. Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.
14 APPENDIX
14.1 INDUSTRY EXPERTS
14.2 DISCUSSION GUIDE
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.4 AVAILABLE CUSTOMIZATIONS
14.5 RELATED REPORTS
14.6 AUTHOR DETAILS
LIST OF TABLES
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016–2018
TABLE 2 FACTOR ANALYSIS
TABLE 3 GLOBAL GRAPH ANALYTICS MARKET SIZE AND GROWTH RATE, 2017–2024 (USD MILLION, Y-O-Y %)
TABLE 4 GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 5 SOLUTIONS: GRAPH ANALYTICS MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION)
TABLE 6 SOLUTIONS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 7 SOFTWARE TOOLS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 8 PLATFORM: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 9 SERVICES: GRAPH ANALYTICS MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION)
TABLE 10 SERVICES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 11 CONSULTING: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 12 SYSTEM INTEGRATION: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 13 SUPPORT AND MAINTENANCE: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 14 GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 15 CLOUD: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 16 ON-PREMISES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 17 GRAPH ANALYTICS MARKET SIZE, BY ENTERPRISE SIZE, 2017–2024 (USD MILLION)
TABLE 18 LARGE ENTERPRISES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 19 SMALL AND MEDIUM-SIZED ENTERPRISES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 20 GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 21 CUSTOMER ANALYTICS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 22 RISK AND COMPLIANCE MANAGEMENT: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 23 RECOMMENDATION ENGINES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 24 ROUTE OPTIMIZATION: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 25 FRAUD DETECTION: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 26 OTHERS APPLICATIONS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 27 GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 28 BANKING, FINANCIAL SERVICES AND INSURANCE: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 29 RETAIL AND ECOMMERCE: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 30 TELECOM: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 31 HEALTHCARE AND LIFE SCIENCES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 32 GOVERNMENT AND PUBLIC SECTOR: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 33 MANUFACTURING: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 34 TRANSPORTATION AND LOGISTICS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 35 OTHER VERTICALS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 36 GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 37 GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 38 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 39 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 40 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 41 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 42 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 43 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 44 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 45 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 46 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 47 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 48 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 49 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 50 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 51 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 52 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 53 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 54 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 55 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 56 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 57 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 58 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 59 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 60 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 61 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 62 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 63 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 64 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 65 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 66 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 67 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 68 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 69 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 70 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 71 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 72 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 73 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 74 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 75 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 76 CHINA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 77 CHINA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 78 CHINA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 79 CHINA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 80 CHINA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 81 CHINA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 82 CHINA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 83 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 84 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 85 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 86 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 87 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 88 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 89 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 90 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 91 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 92 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 93 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 94 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 95 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 96 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 97 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 98 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 99 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 100 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 101 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 102 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 103 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 104 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 105 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 106 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 107 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 108 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 109 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 110 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 111 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 112 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 113 EVALUATION CRITERIA
TABLE 114 MICROSOFT: ORGANIC GROWTH STRATEGIES
TABLE 115 IBM: ORGANIC GROWTH STRATEGIES
TABLE 116 AWS: ORGANIC GROWTH STRATEGIES
TABLE 117 AWS: INORGANIC GROWTH STRATEGIES
TABLE 118 ORACLE: ORGANIC GROWTH STRATEGIES
TABLE 119 ORACLE: INORGANIC GROWTH STRATEGIES
TABLE 120 NEO4J: ORGANIC GROWTH STRATEGIES
TABLE 121 NEO4J: INORGANIC GROWTH STRATEGIES
TABLE 122 TIGERGRAPH: ORGANIC GROWTH STRATEGIES
TABLE 123 TIGERGRAPH: INORGANIC GROWTH STRATEGIES
TABLE 124 DATATSAX: ORGANIC GROWTH STRATEGIES
TABLE 125 DATASTAX: INORGANIC GROWTH STRATEGIES
TABLE 126 TERADATA: ORGANIC GROWTH STRATEGIES
TABLE 127 TIBCO SOFTWARE: ORGANIC GROWTH STRATEGIES
TABLE 128 TIBCO SOFTWARE: INORGANIC GROWTH STRATEGIES
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016–2018
TABLE 2 FACTOR ANALYSIS
TABLE 3 GLOBAL GRAPH ANALYTICS MARKET SIZE AND GROWTH RATE, 2017–2024 (USD MILLION, Y-O-Y %)
TABLE 4 GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 5 SOLUTIONS: GRAPH ANALYTICS MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION)
TABLE 6 SOLUTIONS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 7 SOFTWARE TOOLS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 8 PLATFORM: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 9 SERVICES: GRAPH ANALYTICS MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION)
TABLE 10 SERVICES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 11 CONSULTING: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 12 SYSTEM INTEGRATION: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 13 SUPPORT AND MAINTENANCE: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 14 GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 15 CLOUD: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 16 ON-PREMISES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 17 GRAPH ANALYTICS MARKET SIZE, BY ENTERPRISE SIZE, 2017–2024 (USD MILLION)
TABLE 18 LARGE ENTERPRISES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 19 SMALL AND MEDIUM-SIZED ENTERPRISES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 20 GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 21 CUSTOMER ANALYTICS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 22 RISK AND COMPLIANCE MANAGEMENT: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 23 RECOMMENDATION ENGINES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 24 ROUTE OPTIMIZATION: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 25 FRAUD DETECTION: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 26 OTHERS APPLICATIONS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 27 GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 28 BANKING, FINANCIAL SERVICES AND INSURANCE: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 29 RETAIL AND ECOMMERCE: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 30 TELECOM: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 31 HEALTHCARE AND LIFE SCIENCES: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 32 GOVERNMENT AND PUBLIC SECTOR: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 33 MANUFACTURING: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 34 TRANSPORTATION AND LOGISTICS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 35 OTHER VERTICALS: GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 36 GRAPH ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
TABLE 37 GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 38 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 39 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 40 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 41 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 42 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 43 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 44 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 45 NORTH AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 46 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 47 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 48 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 49 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 50 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 51 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 52 UNITED STATES: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 53 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 54 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 55 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 56 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 57 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 58 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 59 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 60 EUROPE: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 61 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 62 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 63 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 64 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 65 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 66 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 67 UNITED KINGDOM: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 68 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 69 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 70 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 71 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 72 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 73 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 74 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 75 ASIA PACIFIC: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 76 CHINA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 77 CHINA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 78 CHINA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 79 CHINA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 80 CHINA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 81 CHINA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 82 CHINA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 83 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 84 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 85 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 86 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 87 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 88 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 89 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 90 MIDDLE EAST AND AFRICA: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 91 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 92 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 93 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 94 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 95 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 96 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 97 SOUTH AFRICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 98 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 99 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 100 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 101 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 102 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 103 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 104 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 105 LATIN AMERICA: GRAPH ANALYTICS MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION)
TABLE 106 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION)
TABLE 107 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION)
TABLE 108 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION)
TABLE 109 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY APPLICATION, 2017–2024 (USD MILLION)
TABLE 110 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION)
TABLE 111 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION)
TABLE 112 BRAZIL: GRAPH ANALYTICS MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
TABLE 113 EVALUATION CRITERIA
TABLE 114 MICROSOFT: ORGANIC GROWTH STRATEGIES
TABLE 115 IBM: ORGANIC GROWTH STRATEGIES
TABLE 116 AWS: ORGANIC GROWTH STRATEGIES
TABLE 117 AWS: INORGANIC GROWTH STRATEGIES
TABLE 118 ORACLE: ORGANIC GROWTH STRATEGIES
TABLE 119 ORACLE: INORGANIC GROWTH STRATEGIES
TABLE 120 NEO4J: ORGANIC GROWTH STRATEGIES
TABLE 121 NEO4J: INORGANIC GROWTH STRATEGIES
TABLE 122 TIGERGRAPH: ORGANIC GROWTH STRATEGIES
TABLE 123 TIGERGRAPH: INORGANIC GROWTH STRATEGIES
TABLE 124 DATATSAX: ORGANIC GROWTH STRATEGIES
TABLE 125 DATASTAX: INORGANIC GROWTH STRATEGIES
TABLE 126 TERADATA: ORGANIC GROWTH STRATEGIES
TABLE 127 TIBCO SOFTWARE: ORGANIC GROWTH STRATEGIES
TABLE 128 TIBCO SOFTWARE: INORGANIC GROWTH STRATEGIES
LIST OF FIGURES
FIGURE 1 GRAPH ANALYTICS MARKET: RESEARCH DESIGN
FIGURE 2 GRAPH ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
FIGURE 3 GRAPH ANALYTICS MARKET SNAPSHOT, BY COMPONENT
FIGURE 4 GRAPH ANALYTICS MARKET SNAPSHOT, BY SOLUTION
FIGURE 5 GRAPH ANALYTICS MARKET SNAPSHOT, BY SERVICE
FIGURE 6 GRAPH ANALYTICS MARKET SNAPSHOT, BY DEPLOYMENT MODE
FIGURE 7 GRAPH ANALYTICS MARKET SNAPSHOT, BY ORGANIZATION SIZE
FIGURE 8 GRAPH ANALYTICS MARKET SNAPSHOT, BY APPLICATION
FIGURE 9 GRAPH ANALYTICS MARKET SNAPSHOT, BY VERTICAL
FIGURE 10 GRAPH ANALYTICS MARKET SNAPSHOT, BY REGION
FIGURE 11 GROWING DEMAND FOR ENHANCED VISUALIZATION OF THE DATA, IDENTIFICATION OF PATTERNS, AND STRENGTHENING THE SYSTEM CAPABILITY TO PROCESS LOW-LATENCY QUERIES ARE THE KEY FACTORS DRIVING THE OVERALL GROWTH OF THE GRAPH ANALYTICS MARKET
FIGURE 12 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 13 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2019
FIGURE 14 RECOMMENDATION ENGINES SEGMENT AND BANKING, FINANCIAL SERVICES AND INSURANCE VERTICAL IN NORTH AMERICA ACCOUNTED FOR THE HIGHEST SHARES IN THE GRAPH ANALYTICS MARKET IN 2019
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
GRAPH ANALYTICS MARKET
FIGURE 16 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
FIGURE 17 SOFTWARE TOOLS SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
FIGURE 18 SUPPORT AND MAINTENANCE SEGMENT TO GROW AT THE HIGHEST
CAGR DURING THE FORECAST PERIOD
FIGURE 19 CLOUD SEGMENT TO REGISTER A HIGHER CAGR AS COMPARED TO THE ON-PREMISES SEGMENT DURING THE FORECAST PERIOD
FIGURE 20 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
FIGURE 21 ROUTE OPTIMIZATION SEGMENT TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
FIGURE 22 HEALTHCARE AND LIFE SCIENCES VERTICAL TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
FIGURE 23 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING
THE FORECAST PERIOD
FIGURE 24 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 25 NORTH AMERICA: MARKET SNAPSHOT
FIGURE 26 ROUTE OPTIMIZATION SEGMENT TO REGISTER THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 27 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 28 ASIA PACIFIC: MARKET SNAPSHOT
FIGURE 29 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 30 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 31 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 32 GRAPH ANALYTICS MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
FIGURE 33 MICROSOFT: COMPANY SNAPSHOT
FIGURE 34 MICROSOFT: SWOT ANALYSIS
FIGURE 35 IBM: COMPANY SNAPSHOT
FIGURE 36 IBM: SWOT ANALYSIS
FIGURE 37 AWS: COMPANY SNAPSHOT
FIGURE 38 AWS: SWOT ANALYSIS
FIGURE 39 ORACLE: COMPANY SNAPSHOT
FIGURE 40 ORACLE: SWOT ANALYSIS
FIGURE 41 NEO4J: SWOT ANALYSIS
FIGURE 42 CRAY: COMPANY SNAPSHOT
FIGURE 43 TERADATA: COMPANY SNAPSHOT
FIGURE 1 GRAPH ANALYTICS MARKET: RESEARCH DESIGN
FIGURE 2 GRAPH ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
FIGURE 3 GRAPH ANALYTICS MARKET SNAPSHOT, BY COMPONENT
FIGURE 4 GRAPH ANALYTICS MARKET SNAPSHOT, BY SOLUTION
FIGURE 5 GRAPH ANALYTICS MARKET SNAPSHOT, BY SERVICE
FIGURE 6 GRAPH ANALYTICS MARKET SNAPSHOT, BY DEPLOYMENT MODE
FIGURE 7 GRAPH ANALYTICS MARKET SNAPSHOT, BY ORGANIZATION SIZE
FIGURE 8 GRAPH ANALYTICS MARKET SNAPSHOT, BY APPLICATION
FIGURE 9 GRAPH ANALYTICS MARKET SNAPSHOT, BY VERTICAL
FIGURE 10 GRAPH ANALYTICS MARKET SNAPSHOT, BY REGION
FIGURE 11 GROWING DEMAND FOR ENHANCED VISUALIZATION OF THE DATA, IDENTIFICATION OF PATTERNS, AND STRENGTHENING THE SYSTEM CAPABILITY TO PROCESS LOW-LATENCY QUERIES ARE THE KEY FACTORS DRIVING THE OVERALL GROWTH OF THE GRAPH ANALYTICS MARKET
FIGURE 12 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 13 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2019
FIGURE 14 RECOMMENDATION ENGINES SEGMENT AND BANKING, FINANCIAL SERVICES AND INSURANCE VERTICAL IN NORTH AMERICA ACCOUNTED FOR THE HIGHEST SHARES IN THE GRAPH ANALYTICS MARKET IN 2019
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
GRAPH ANALYTICS MARKET
FIGURE 16 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
FIGURE 17 SOFTWARE TOOLS SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
FIGURE 18 SUPPORT AND MAINTENANCE SEGMENT TO GROW AT THE HIGHEST
CAGR DURING THE FORECAST PERIOD
FIGURE 19 CLOUD SEGMENT TO REGISTER A HIGHER CAGR AS COMPARED TO THE ON-PREMISES SEGMENT DURING THE FORECAST PERIOD
FIGURE 20 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
FIGURE 21 ROUTE OPTIMIZATION SEGMENT TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
FIGURE 22 HEALTHCARE AND LIFE SCIENCES VERTICAL TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
FIGURE 23 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING
THE FORECAST PERIOD
FIGURE 24 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 25 NORTH AMERICA: MARKET SNAPSHOT
FIGURE 26 ROUTE OPTIMIZATION SEGMENT TO REGISTER THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 27 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 28 ASIA PACIFIC: MARKET SNAPSHOT
FIGURE 29 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 30 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 31 ROUTE OPTIMIZATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD
FIGURE 32 GRAPH ANALYTICS MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
FIGURE 33 MICROSOFT: COMPANY SNAPSHOT
FIGURE 34 MICROSOFT: SWOT ANALYSIS
FIGURE 35 IBM: COMPANY SNAPSHOT
FIGURE 36 IBM: SWOT ANALYSIS
FIGURE 37 AWS: COMPANY SNAPSHOT
FIGURE 38 AWS: SWOT ANALYSIS
FIGURE 39 ORACLE: COMPANY SNAPSHOT
FIGURE 40 ORACLE: SWOT ANALYSIS
FIGURE 41 NEO4J: SWOT ANALYSIS
FIGURE 42 CRAY: COMPANY SNAPSHOT
FIGURE 43 TERADATA: COMPANY SNAPSHOT
