According to the estimations by Inkwood Research, the global market for graph database will grow at a projected CAGR of 21.70% during the forecast period, and will reach a revenue of $4682.10 million by 2027. The base year taken into consideration for the market study is 2018. The forecasted period is between 2019 & 2027. A graph database is a non-relational database, which is a type of database useful for large sets of data. A graph database utilizes graph structures along with properties, nodes, and edges so as to refer and store data. A graph database is also known as a graph-based database. The growing importance of rapidly increasing data in making business decisions is considered one of the prime drivers for the growth of the global graph database market.
GLOBAL GRAPH DATABASE MARKET FORECAST 2019-2027
Global Graph Database Market by Component (Software, Services) by Deployment Model (on-premise, Cloud) by Database Type (Relational (Sql) Database, Non-relational (Nosql) Database) by Type of Analysis (Path Analysis, Connectivity Analysis, Community Analysis, Centrality Analysis) by Application (Fraud Detection & Risk Management, Master Data Management, Customer Analytics, Identity and Access Management, Recommendation Engine, Privacy and Risk Compliance, Other Applications) by Organization Size (Large Enterprises, Small & Medium Enterprises) by Industrial Vertical (Bfsi, Retail and E-commerce, It and Telecom, Healthcare and Life Science, Government and Public Sector, Media & Entertainment, Manufacturing, Transportation & Logistics, Other Industrial Verticals) by Geography
According to the estimations by Inkwood Research, the global market for graph database will grow at a projected CAGR of 21.70% during the forecast period, and will reach a revenue of $4682.10 million by 2027. The base year taken into consideration for the market study is 2018. The forecasted period is between 2019 & 2027.
A graph database is a non-relational database, which is a type of database useful for large sets of data. A graph database utilizes graph structures along with properties, nodes, and edges so as to refer and store data. A graph database is also known as a graph-based database.
The global graph database market is driven by:
- Increasing demand for a GRAPH database in different sectors
- Rising use of the graph database in the government sector
- Use of graph database as support for online marketing
- The growing importance of rapidly increasing data in making business decisions
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The growing importance of rapidly increasing data in making business decisions is considered one of the prime drivers for the growth of the global graph database market. Graph analytics is applicable for constantly changing data and unstructured, since it provides information about users and context, with respect to relationships in a particular network, and also insights that enhance the precision of predictions as well as decision-making.
The global graph database market has been segmented on the basis of deployment model, component, type of analysis, application, organization size, and industry vertical. The components have been further segregated as software and services. There has been an increase in the application of services among the users, since they assure efficient working of software as well as platforms throughout the entire process. Also, the rise in the use of these platforms, as well as software, is expected to push up the demand for these services.
On the other hand, global graph database market growth is hindered by the cost and scarcity of skilled professionals. The increasing importance of big data and technological development in data management and utilization will boost the market for graph databases.
Report scope of global graph database market covers segmentation analysis of technology, end user, distribution channel, and portability.
Market by Component:
- Software
- Services
Market by Deployment Model:
- On-premise
- Cloud
Market by Database:
- Relational (SQL)
- Non-relational (NoSQL)
Market by Type of Analysis:
- Path analysis
- Centrality analysis
- Community analysis
- Connectivity analysis
Market by Application:
- Recommendation Engine
- Privacy and risk compliance
- Customer Analytics
- Identity and access management
- Fraud Detection & Risk Management
- Master data management
- Others
Market by Organization Size:
- Large Enterprises
- Small & Medium Enterprises
Market by Industrial Vertical:
- Healthcare and Life science
- Government and Public Sector
- IT and Telecom
- BFSI
- Retail and Ecommerce
- Media & Entertainment
- Manufacturing
- Transportation & Logistics
- Others
Geographically, the global graph database market has been segmented into four major regions:
- North America: the United States & Canada
- Europe: the United Kingdom, Germany, France, Spain, Italy, Russia, and the Rest of Europe
- Asia Pacific: China, India, Japan, Australia, South Korea, and the Rest of Asia Pacific
- Rest of World: Latin America, the Middle East, and Africa
In terms of geography, North America is the largest market with a market share of 43.59% in terms of revenue in 2018. The increasing focus to deliver personalized customer experience by organizations across various industries, fuels the growth of the graph database tools and related technologies. Furthermore, the emergence of technology-based enterprises and industries has also created significant growth opportunities for the graph database vendors in this region.
The major key players involved in the global graph database market are:
- DATASTAX
- MICROSOFT
- NEO4J
- ORACLE
Key findings of the global graph database market:
- Software is a major component of the graph database.
- Cloud is the rapidly growing deployment model.
- The relational (SQL) graph database is a prominent database.
- The graph database is being increasingly applied for the recommendation engine.
- The graph database is majorly implemented by large enterprises.
- Transportation & logistics is rapidly adopting the graph database.
- RESEARCH SCOPE
- STUDY GOALS
- SCOPE OF THE MARKET STUDY
- WHO WILL FIND THIS REPORT USEFUL?
- STUDY AND FORECASTING YEARS
- RESEARCH METHODOLOGY
- SOURCES OF DATA
- SECONDARY DATA
- PRIMARY DATA
- TOP-DOWN APPROACH
- BOTTOM-UP APPROACH
- DATA TRIANGULATION
- SOURCES OF DATA
- EXECUTIVE SUMMARY
- MARKET SUMMARY
- KEY FINDINGS
- SOFTWARE IS THE MAJOR COMPONENT OF GRAPH DATABASE
- CLOUD IS THE RAPIDLY GROWING DEPLOYMENT MODEL
- RELATIONAL (SQL) GRAPH DATABASE IS THE PROMINENT DATABASE
- GRAPH DATABASE IS BEING INCREASINGLY APPLIED FOR RECOMMENDATION ENGINE
- GRAPH DATABASE IS MAJORLY IMPLEMENTED BY LARGE ENTERPRISES
- TRANSPORTATION & LOGISTICS IS RAPIDLY ADOPTING GRAPH DATABASE
- MARKET DYNAMICS
- MARKET DEFINITION & SCOPE
- MARKET DRIVERS
- INCREASING DEMAND FOR THE GRAPH DATABASE IN DIFFERENT SECTORS
- RISING USE OF THE GRAPH DATABASE IN THE GOVERNMENT SECTOR
- USE OF GRAPH DATABASE AS SUPPORT FOR ONLINE MARKETING
- GROWING IMPORTANCE OF RAPIDLY INCREASING DATA IN MAKING BUSINESS DECISIONS
- MARKET RESTRAINTS
- COST ASSOCIATED WITH GRAPH DATABASE
- SCARCITY OF SKILLED PROFESSIONALS
- MARKET OPPORTUNITIES
- INCREASING IMPORTANCE OF BIG DATA
- TECHNOLOGY DEVELOPMENT IN DATA MANAGEMENT & UTILIZATION
- MARKET CHALLENGES
- STORAGE OF A LARGE AMOUNT OF DATA
- DATA SECURITY
- MARKET BY COMPONENT
- SOFTWARE
- SERVICES
- MARKET BY DEPLOYMENT MODEL
- ON-PREMISE
- CLOUD
- MARKET BY DATABASE TYPE
- RELATIONAL (SQL) DATABASE
- NON-RELATIONAL (NOSQL) DATABASE
- MARKET BY TYPE OF ANALYSIS
- PATH ANALYSIS
- CONNECTIVITY ANALYSIS
- COMMUNITY ANALYSIS
- CENTRALITY ANALYSIS
- MARKET BY APPLICATION
- FRAUD DETECTION & RISK MANAGEMENT
- MASTER DATA MANAGEMENT
- CUSTOMER ANALYTICS
- IDENTITY AND ACCESS MANAGEMENT
- RECOMMENDATION ENGINE
- PRIVACY AND RISK COMPLIANCE
- OTHER APPLICATIONS
- MARKET BY ORGANIZATION SIZE
- LARGE ENTERPRISES
- SMALL & MEDIUM ENTERPRISES
- MARKET BY INDUSTRIAL VERTICAL
- BFSI
- RETAIL AND ECOMMERCE
- IT AND TELECOM
- HEALTHCARE AND LIFE SCIENCE
- GOVERNMENT AND PUBLIC SECTOR
- MEDIA & ENTERTAINMENT
- MANUFACTURING
- TRANSPORTATION & LOGISTICS
- OTHER INDUSTRIAL VERTICALS
- KEY ANALYTICS
- PORTER’S FIVE FORCE MODEL
- THREAT OF NEW ENTRANTS
- THREAT OF SUBSTITUTE
- BARGAINING POWER OF SUPPLIERS
- BARGAINING POWER OF BUYERS
- INTENSITY OF COMPETITIVE RIVALRY
- OPPORTUNITY MATRIX
- VALUE CHAIN ANALYSIS
- VENDOR LANDSCAPE
- PORTER’S FIVE FORCE MODEL
- GEOGRAPHICAL ANALYSIS
- NORTH AMERICA
- UNITED STATES
- CANADA
- EUROPE
- UNITED KINGDOM
- GERMANY
- FRANCE
- ITALY
- SPAIN
- RUSSIA
- REST OF EUROPE
- ASIA PACIFIC
- INDIA
- CHINA
- JAPAN
- SOUTH KOREA
- AUSTRALIA
- REST OF ASIA PACIFIC
- REST OF WORLD
- LATIN AMERICA
- MIDDLE EAST AND AFRICA
- NORTH AMERICA
- COMPETITIVE LANDSCAPE
- COMPANY PROFILE
- ORACLE CORPORATION
- TERADATA CORPORATION (TDC)
- NEO4J INC.
- ORIENT DB (ACQUIRED BY CALLIDUSCLOUD)
- DATASTAX, INC.
- MongoDB INC.
- MICROSOFT INC.
- OBJECTIVITY INC.
- FRANZ INC
- STARDOG UNION INC.
- COMPANY PROFILE
LIST OF TABLES
TABLE 1: GLOBAL GRAPH DATABASE MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)
TABLE 2: GLOBAL GRAPH DATABASE MARKET, BY COMPONENT, 2019-2027 (IN $ MILLION)
TABLE 3: GLOBAL GRAPH DATABASE SOFTWARE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 4: GLOBAL GRAPH DATABASE SERVICES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 5: GLOBAL GRAPH DATABASE MARKET, BY DEPLOYMENT MODEL, 2019-2027 (IN $ MILLION)
TABLE 6: GLOBAL ON-PREMISE GRAPH DATABASE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 7: GLOBAL CLOUD GRAPH DATABASE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 8: GLOBAL GRAPH DATABASE MARKET, BY DATABASE TYPE, 2019-2027 (IN $ MILLION)
TABLE 9: GLOBAL RELATIONAL (SQL) DATABASE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 10: GLOBAL NON-RELATIONAL (NOSQL) DATABASE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 11: GLOBAL GRAPH DATABASE MARKET, BY TYPE OF ANALYSIS, 2019-2027 (IN $ MILLION)
TABLE 12: GLOBAL PATH ANALYSIS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 13: GLOBAL CONNECTIVITY ANALYSIS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 14: GLOBAL COMMUNITY ANALYSIS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 15: GLOBAL CENTRALITY ANALYSIS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 16: GLOBAL GRAPH DATABASE MARKET, BY APPLICATION, 2019-2027 (IN $ MILLION)
TABLE 17: GLOBAL FRAUD DETECTION & RISK MANAGEMENT MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 18: GLOBAL MASTER DATA MANAGEMENT MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 19: GLOBAL CUSTOMER ANALYTICS MENT MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 20: GLOBAL IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 21: GLOBAL RECOMMENDATION ENGINE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 22: GLOBAL PRIVACY AND RISK COMPLIANCE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 23: GLOBAL OTHER APPLICATIONS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 24: GLOBAL GRAPH DATABASE MARKET, BY ORGANIZATION SIZE, 2019-2027 (IN $ MILLION)
TABLE 25: GLOBAL LARGE ENTERPRISES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 26: GLOBAL SMALL & MEDIUM ENTERPRISES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 27: GLOBAL GRAPH DATABASE MARKET, BY INDUSTRIAL VERTICAL, 2019-2027 (IN $ MILLION)
TABLE 28: GLOBAL BFSI MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 29: GLOBAL RETAIL AND ECOMMERCE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 30: GLOBAL IT AND TELECOM MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 31: GLOBAL HEALTHCARE AND LIFE SCIENCE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 32: GLOBAL GOVERNMENT AND PUBLIC SECTOR MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 33: GLOBAL MEDIA & ENTERTAINMENT MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 34: GLOBAL MANUFACTURING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 35: GLOBAL TRANSPORTATION & LOGISTICS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 36: GLOBAL OTHER INDUSTRIAL VERTICALS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 37 OPPORTUNITY MATRIX
TABLE 38 VENDOR LANDSCAPE
TABLE 39: GLOBAL GRAPH DATABASE MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)
TABLE 40 NORTH AMERICA GRAPH DATABASE MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 41 EUROPE GRAPH DATABASE MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 42 ASIA PACIFIC GRAPH DATABASE MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 43 REST OF WORLD GRAPH DATABASE MARKET, BY REGIONS, 2019-2027 (IN $ MILLION)
LIST OF FIGURES
FIGURE 1: GLOBAL GRAPH DATABASE MARKET SHARE, BY TYPE OF ANALYSIS, 2018 & 2027 (%)
FIGURE 2: GLOBAL GRAPH DATABASE SOFTWARE MARKET, 2019 – 2027 (IN $ MILLION)
FIGURE 3: GLOBAL CLOUD DEPLOYMENT MODEL MARKET, 2019 – 2027 (IN $ MILLION)
FIGURE 4: GLOBAL RELATIONAL (SQL) GRAPH DATABASE MARKET, 2019 – 2027 (IN $ MILLION)
FIGURE 5: GLOBAL RECOMMENDATION ENGINE MARKET, 2019 – 2027 (IN $ MILLION)
FIGURE 6: GLOBAL LARGE ENTERPRISES USING GRAPH DATABASE MARKET, 2019 – 2027 (IN $ MILLION)
FIGURE 7: GLOBAL TRANSPORTATION & LOGISTICS USING GRAPH DATABASE MARKET, 2019 – 2027 (IN $ MILLION)
FIGURE 8: GLOBAL GRAPH DATABASE MARKET, BY SOFTWARE, 2019-2027 (IN $ MILLION)
FIGURE 9: GLOBAL GRAPH DATABASE MARKET, BY SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 10: GLOBAL GRAPH DATABASE MARKET, BY ON-PREMISE, 2019-2027 (IN $ MILLION)
FIGURE 11: GLOBAL GRAPH DATABASE MARKET, BY CLOUD, 2019-2027 (IN $ MILLION)
FIGURE 12: GLOBAL GRAPH DATABASE MARKET, BY RELATIONAL (SQL) DATABASE, 2019-2027 (IN $ MILLION)
FIGURE 13: GLOBAL GRAPH DATABASE MARKET, BY NON-RELATIONAL (NOSQL) DATABASE, 2019-2027 (IN $ MILLION)
FIGURE 14: GLOBAL GRAPH DATABASE MARKET, BY PATH ANALYSIS, 2019-2027 (IN $ MILLION)
FIGURE 15: GLOBAL GRAPH DATABASE MARKET, BY CONNECTIVITY ANALYSIS, 2019-2027 (IN $ MILLION)
FIGURE 16: GLOBAL GRAPH DATABASE MARKET, BY COMMUNITY ANALYSIS, 2019-2027 (IN $ MILLION)
FIGURE 17: GLOBAL GRAPH DATABASE MARKET, BY CENTRALITY ANALYSIS, 2019-2027 (IN $ MILLION)
FIGURE 18: GLOBAL GRAPH DATABASE MARKET, BY FRAUD DETECTION & RISK MANAGEMENT, 2019-2027 (IN $ MILLION)
FIGURE 19: GLOBAL GRAPH DATABASE MARKET, BY MASTER DATA MANAGEMENT, 2019-2027 (IN $ MILLION)
FIGURE 20: GLOBAL GRAPH DATABASE MARKET, BY CUSTOMER ANALYTICS, 2019-2027 (IN $ MILLION)
FIGURE 21: GLOBAL GRAPH DATABASE MARKET, BY IDENTITY AND ACCESS MANAGEMENT, 2019-2027 (IN $ MILLION)
FIGURE 22: GLOBAL GRAPH DATABASE MARKET, BY RECOMMENDATION ENGINE, 2019-2027 (IN $ MILLION)
FIGURE 23: GLOBAL GRAPH DATABASE MARKET, BY PRIVACY AND RISK COMPLIANCE, 2019-2027 (IN $ MILLION)
FIGURE 24: GLOBAL GRAPH DATABASE MARKET, BY OTHER APPLICATIONS, 2019-2027 (IN $ MILLION)
FIGURE 25: GLOBAL GRAPH DATABASE MARKET, BY LARGE ENTERPRISES, 2019-2027 (IN $ MILLION)
FIGURE 26: GLOBAL GRAPH DATABASE MARKET, BY SMALL & MEDIUM ENTERPRISES, 2019-2027 (IN $ MILLION)
FIGURE 27: GLOBAL GRAPH DATABASE MARKET, BY BFSI, 2019-2027 (IN $ MILLION)
FIGURE 28: GLOBAL GRAPH DATABASE MARKET, BY RETAIL AND ECOMMERCE, 2019-2027 (IN $ MILLION)
FIGURE 29: GLOBAL GRAPH DATABASE MARKET, BY IT AND TELECOM, 2019-2027 (IN $ MILLION)
FIGURE 30: GLOBAL GRAPH DATABASE MARKET, BY HEALTHCARE AND LIFE SCIENCE, 2019-2027 (IN $ MILLION)
FIGURE 31: GLOBAL GRAPH DATABASE MARKET, BY GOVERNMENT AND PUBLIC SECTOR, 2019-2027 (IN $ MILLION)
FIGURE 32: GLOBAL GRAPH DATABASE MARKET, BY MEDIA & ENTERTAINMENT, 2019-2027 (IN $ MILLION)
FIGURE 33: GLOBAL GRAPH DATABASE MARKET, BY MANUFACTURING, 2019-2027 (IN $ MILLION)
FIGURE 34: GLOBAL GRAPH DATABASE MARKET, BY TRANSPORTATION & LOGISTICS, 2019-2027 (IN $ MILLION)
FIGURE 35: GLOBAL GRAPH DATABASE MARKET, BY OTHER INDUSTRIAL VERTICALS, 2019-2027 (IN $ MILLION)
FIGURE 36: PORTER’S FIVE FORCE MODEL
FIGURE 37: VALUE CHAIN FOR GRAPH DATABASE
FIGURE 38: GLOBAL GRAPH DATABASE MARKET, REGIONAL OUTLOOK, 2018 & 2027, (%)
FIGURE 39: UNITED STATES GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 40: CANADA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION
FIGURE 41: UNITED KINGDOM GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 42: GERMANY GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 43: FRANCE GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 44: ITALY GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 45: SPAIN GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 46: RUSSIA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 47: ROE GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 48: INDIA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 49: CHINA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 50: JAPAN GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 51: SOUTH KOREA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 52: AUSTRALIA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 53: REST OF ASIA PACIFIC GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 54: LATIN AMERICA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
FIGURE 55: MIDDLE EAST AND AFRICA GRAPH DATABASE MARKET, 2019-2027 (IN $ MILLION)
- MARKET BY COMPONENT
- SOFTWARE
- SERVICES
- MARKET BY DEPLOYMENT MODEL
- ON-PREMISE
- CLOUD
- MARKET BY DATABASE TYPE
- RELATIONAL (SQL) DATABASE
- NON-RELATIONAL (NOSQL) DATABASE
- MARKET BY TYPE OF ANALYSIS
- PATH ANALYSIS
- CONNECTIVITY ANALYSIS
- COMMUNITY ANALYSIS
- CENTRALITY ANALYSIS
- MARKET BY APPLICATION
- FRAUD DETECTION & RISK MANAGEMENT
- MASTER DATA MANAGEMENT
- CUSTOMER ANALYTICS
- IDENTITY AND ACCESS MANAGEMENT
- RECOMMENDATION ENGINE
- PRIVACY AND RISK COMPLIANCE
- OTHER APPLICATIONS
- MARKET BY ORGANIZATION SIZE
- LARGE ENTERPRISES
- SMALL & MEDIUM ENTERPRISES
- MARKET BY INDUSTRIAL VERTICAL
- BFSI
- RETAIL AND ECOMMERCE
- IT AND TELECOM
- HEALTHCARE AND LIFE SCIENCE
- GOVERNMENT AND PUBLIC SECTOR
- MEDIA & ENTERTAINMENT
- MANUFACTURING
- TRANSPORTATION & LOGISTICS
- OTHER INDUSTRIAL VERTICALS
- GEOGRAPHICAL ANALYSIS
- NORTH AMERICA
- UNITED STATES
- CANADA
- EUROPE
- UNITED KINGDOM
- GERMANY
- FRANCE
- ITALY
- SPAIN
- RUSSIA
- REST OF EUROPE
- ASIA PACIFIC
- INDIA
- CHINA
- JAPAN
- SOUTH KOREA
- AUSTRALIA
- REST OF ASIA PACIFIC
- REST OF WORLD
- LATIN AMERICA
- MIDDLE EAST AND AFRICA
- NORTH AMERICA
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