Graph Analytics Market
Graph Analytics - Global Market Outlook (2018-2027)
According to Stratistics MRC, the Graph Analytics Market is accounted for $442.08 million in 2018 and is expected to reach $5,415.46 million by 2027 growing at a CAGR of 32.1% during the forecast period. Increasing demand to analyze low-latency queries, and the ability to uncover relationships between data in real-time are some of the factors driving the market. However, lack of standardization and programming ease is restraining the market growth.
Graph analytics leverage graph structures to understand, codify, and visualize relationships that exist between people or devices in a network. Graph analytics, built on the mathematics of graph theory, is used to model pairwise relationships between people, objects, or nodes in a network. It can uncover insights about the strength and direction of the relationship.
Based on application, the route optimization is expected to have a lucrative growth owing to the growing need for identifying the fastest and safest route in verticals, such as supply chain and logistics, transportation, retail, and eCommerce. By geography, North America is likely to have a huge demand owing to the increasing use of the big data technology, growing amount of data across verticals, and rising investmentsby companies in real-time analytics.
Some of the key players in Graph Analytics market include DataStax, Microsoft, IBM, AWS, Oracle, Graphistry, Objectivity, Dataiku, Cambridge Intelligence, Cray, Expero, Teradata, TIBCO Software, Lynx Analytics, Linkurious, Franzl, Neo4j, TigerGraph, Right-To-Win, Tom Sawyer Software, and Kineviz.
Components Covered:
• Services
• Solutions
Deployment Modes Covered:
• On-Premises
• Cloud
Organization Sizes Covered:
• Large Enterprises
• Small and Medium-Sized Enterprises
Applications Covered:
• Risk and Compliance Management
• Route Optimization
• Customer Analytics
• Recommendation Engines
• Fraud Detection
• Other Applications
End Users Covered:
• Telecom
• Banking, Financial Services and Insurance
• Government and Public Sector
• Retail and Ecommerce
• Healthcare and Life Sciences
• Transportation and Logistics
• Manufacturing
• Other End Users
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2017, 2018, 2019, 2023 and 2027
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic analysis: Drivers and Constraints, Product/Technology Analysis, Porter’s five forces analysis, SWOT analysis, etc.
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances.
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Application Analysis
3.7 End User Analysis
3.8 Emerging Markets
3.9 Futuristic Market Scenario
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Graph Analytics Market, By Component
5.1 Introduction
5.2 Services
5.2.1 System Integration
5.2.2 Support and Maintenance
5.2.3 Consulting
5.3 Solutions
5.3.1 Platform
5.3.2 Software Tools
6 Global Graph Analytics Market, By Deployment Mode
6.1 Introduction
6.2 On-Premises
6.3 Cloud
7 Global Cognitive Collaboration Market, By Organization Size
7.1 Introduction
7.2 Large Enterprises
7.3 Small and Medium-Sized Enterprises (SMEs)
8 Global Cognitive Collaboration Market, By Application
8.1 Introduction
8.2 Risk and Compliance Management
8.3 Route Optimization
8.4 Customer Analytics
8.5 Recommendation Engines
8.6 Fraud Detection
8.7 Other Applications
8.7.1 Operations Management and Asset Management
9 Global Cognitive Collaboration Market, By End User
9.1 Introduction
9.2 Telecom
9.3 Banking, Financial Services and Insurance
9.4 Government and Public Sector
9.5 Retail and Ecommerce
9.6 Healthcare and Life Sciences
9.7 Transportation and Logistics
9.8 Manufacturing
9.9 Other End Users
9.9.1 Education
9.9.2 Real Estate
9.9.3 Media and Entertainment
10 Global Graph Analytics Market, By Geography
10.1 Introduction
10.2 North America
10.2.1 US
10.2.2 Canada
10.2.3 Mexico
10.3 Europe
10.3.1 Germany
10.3.2 UK
10.3.3 Italy
10.3.4 France
10.3.5 Spain
10.3.6 Rest of Europe
10.4 Asia Pacific
10.4.1 Japan
10.4.2 China
10.4.3 India
10.4.4 Australia
10.4.5 New Zealand
10.4.6 South Korea
10.4.7 Rest of Asia Pacific
10.5 South America
10.5.1 Argentina
10.5.2 Brazil
10.5.3 Chile
10.5.4 Rest of South America
10.6 Middle East & Africa
10.6.1 Saudi Arabia
10.6.2 UAE
10.6.3 Qatar
10.6.4 South Africa
10.6.5 Rest of Middle East & Africa
11 Key Developments
11.1 Agreements, Partnerships, Collaborations and Joint Ventures
11.2 Acquisitions & Mergers
11.3 New Product Launch
11.4 Expansions
11.5 Other Key Strategies
12 Company Profiling
12.1 DataStax
12.2 Microsoft
12.3 IBM
12.4 AWS
12.5 Oracle
12.6 Graphistry
12.7 Objectivity
12.8 Dataiku
12.9 Cambridge Intelligence
12.10 Cray
12.11 Expero
12.12 Teradata
12.13 TIBCO Software
12.14 Lynx Analytics
12.15 Linkurious
12.16 Franz
12.17 Neo4j
12.18 TigerGraph
12.19 Right-To-Win
12.20 Tom Sawyer Software
12.21 Kineviz
List of Tables
1 Global Graph Analytics Market Outlook, By Region (2017-2027) (US $MN)
2 Global Graph Analytics Market Outlook, By Component (2017-2027) (US $MN)
3 Global Graph Analytics Market Outlook, By Services (2017-2027) (US $MN)
4 Global Graph Analytics Market Outlook, By System Integration (2017-2027) (US $MN)
5 Global Graph Analytics Market Outlook, By Support and Maintenance (2017-2027) (US $MN)
6 Global Graph Analytics Market Outlook, By Consulting (2017-2027) (US $MN)
7 Global Graph Analytics Market Outlook, By Solutions (2017-2027) (US $MN)
8 Global Graph Analytics Market Outlook, By Platform (2017-2027) (US $MN)
9 Global Graph Analytics Market Outlook, By Software Tools (2017-2027) (US $MN)
10 Global Graph Analytics Market Outlook, By Deployment Mode (2017-2027) (US $MN)
11 Global Graph Analytics Market Outlook, By On-Premises (2017-2027) (US $MN)
12 Global Graph Analytics Market Outlook, By Cloud (2017-2027) (US $MN)
13 Global Graph Analytics Market Outlook, By Organization Size (2017-2027) (US $MN)
14 Global Graph Analytics Market Outlook, By Large Enterprises (2017-2027) (US $MN)
15 Global Graph Analytics Market Outlook, By Small and Medium-Sized Enterprises (SMEs) (2017-2027) (US $MN)
16 Global Graph Analytics Market Outlook, By Application (2017-2027) (US $MN)
17 Global Graph Analytics Market Outlook, By Risk and Compliance Management (2017-2027) (US $MN)
18 Global Graph Analytics Market Outlook, By Route Optimization (2017-2027) (US $MN)
19 Global Graph Analytics Market Outlook, By Customer Analytics (2017-2027) (US $MN)
20 Global Graph Analytics Market Outlook, By Recommendation Engines (2017-2027) (US $MN)
21 Global Graph Analytics Market Outlook, By Fraud Detection (2017-2027) (US $MN)
22 Global Graph Analytics Market Outlook, By Other Applications (2017-2027) (US $MN)
23 Global Graph Analytics Market Outlook, By Operations Management and Asset Management (2017-2027) (US $MN)
24 Global Graph Analytics Market Outlook, By End User (2017-2027) (US $MN)
25 Global Graph Analytics Market Outlook, By Telecom (2017-2027) (US $MN)
26 Global Graph Analytics Market Outlook, By Banking, Financial Services and Insurance (2017-2027) (US $MN)
27 Global Graph Analytics Market Outlook, By Government and Public Sector (2017-2027) (US $MN)
28 Global Graph Analytics Market Outlook, By Retail and Ecommerce (2017-2027) (US $MN)
29 Global Graph Analytics Market Outlook, By Healthcare and Life Sciences (2017-2027) (US $MN)
30 Global Graph Analytics Market Outlook, By Transportation and Logistics (2017-2027) (US $MN)
31 Global Graph Analytics Market Outlook, By Manufacturing (2017-2027) (US $MN)
32 Global Graph Analytics Market Outlook, By Other End Users (2017-2027) (US $MN)
33 Global Graph Analytics Market Outlook, By Education (2017-2027) (US $MN)
34 Global Graph Analytics Market Outlook, By Real Estate (2017-2027) (US $MN)
35 Global Graph Analytics Market Outlook, By Media and Entertainment (2017-2027) (US $MN)
NOTE: The tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
- Suppliers & Distributors
- Manufacturers
- Consumers
- Industry/Strategic Consultants
Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.
For more details about research methodology, kindly write to us at info@strategymrc.com
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