Global Computational Biology Market Outlook To 2026: In-Depth Market Overview, Key Application Categories (Cellular & Biological Simulation, Drug Discovery & Disease Modeling, Preclinical Drug Development, Clinical Trials), Services (In-house, Contract), End-Use (Academics, Industry, Commercial), Regional Segmentation, Pricing Analysis, Pipeline Analysis, Competitive Dynamics, M&A Insights, Segment Forecast And Conclusion

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The Computational Biology Market was valued at $3.8Billion in 2018 and is forecast to grow at a modest22.02 % CAGR between2018 and 2025, culminating in 2026 global sales of $15.8 Billion.

 

Computational Biology is a process which consists of many characteristics of bioinformatics, to using computer science and computer algorithm data to modeling and understanding the structure of the biological system. It also involves the application and development of the theoretical and analytical method, computational stimulation technique, and mathematical modeling to the study of the ecological, behavioral, social, and biological system. Apart from that it also carries a bulky, systematized body of data, basically allied with computerized software that is objected to retrieve, update, and query parts of the data stored within the system. Computational genetics is the sub-segment of computational biology, which is used to understand the sequential genomes of internal biology and homological mechanism. In the field of Neurology, it is used to clearly visualize the complex interlinked path in the 3D view of the human brain. Many drug discovery companies spending their money in their R&D for the demand of usage population and predictive model. In 2016, the Ministry of Science, Canada, publicized the venture of USD 4.0 million for 16 new computational biology projects. The growing demand for predictive models ispresuming a substantial improvement to the growth of the global computational biology market. Additionally, the rising funding from private organizations and governments for R&D in this ground is driving the market.

Computational Biology Market

 

Pricing Analysis

 

“Optimal Price Point (OPP) for Global Computational Biology”

 

Estimated Average product/ service cost – $ xx globally. However, with improving access and availability of options, OPP and range of acceptable Prices (RAP) are going to change. We at Ameri Research continuously track these prices with our proprietary pricing model.

 

Due to the wide array of products available in the market, pricing, positioning, and sales channel optimization play a vital role in the success of a product. On average, in the China Global Computational Biologyservicesare available at USD xxx- USD xxxx. However, high-end products are available at much higher prices. The prices in emerging countries and developed countries vary significantly due to the difference in purchasing power and availability of latest products.

 

Computational BiologyMarket by “Key ApplicationCategories”

 

We have segmented the Global Computational Biology based on Key Application categories as Cellular & Biological Simulation, Drug Discovery & Disease Modelling, Preclinical Drug Development, Clinical Trials.

 

We have observed that the rapid growth of Computational Biology followed by Cellular & Biological Simulation will hold36.2% market shares over the forecast period. Due to the increasing of routinized medical needs and significant growth of customized medicine are anticipated to growth soon. HPE (Hewlett Packard Enterprise’s) and Dassault’s system providing better healthcare service delivery and patient diagnosis as well as Living Heart Project with 3D simulated Model.

 

We also noticed that the significant growth of Computational Biology followed by drugs Discovery & Disease Modelling which expected to be the fastest growing segment over the forecast period. Because of the improvement in prognosis and diagnosis segment.

 

Global Computational Biology Market by “Service Type”

 

We have segmented the Global Computational Biology based on Service Type as In-house and Contract.

 

We have observed that the rapid growth of Computational Biology followed by Contract Services with 52.0% of the total revenue share over the forecast period. This segment is popular because of less expensive in contrast to another service.

 

CROs (Contract Research Organization) is helping to increase the computational capabilities with IT technology and Cloud Computing program, which is expected to drive the market.

 

Global Computational Biology Market by “End-Use”

 

We have segmented the Global Computational Biology market based on End-UseisAcademics, Industry, Commercial.

 

We have observed that the Computational Biology market dominated worldwide by the Commercial segment over the forecast period.To increase Drug designing, Bioinformatics Research, and usage in personalized medicine. In the year 2018, DBT (Indians Department Of Biotechnology) and Europe Union announced the investment of USD 17.2 Million in research and innovation development for influenza virus to defend the environment.

 

Regional Segmentation

 

The Asia Pacific and Asia Pacific accounted for the maximum revenue share of over xx% in 2018 due to increased demand of Global Computational Biology materials followed by EU- Top 5 countries contribute $X.6 Billion in 2018 and expected to reach $x.5 Billion by 2026.

 

The rapid growth of Cellular & Biological Simulation and availability of Global Computational Biology materials option create an impact in developing countries for the demand for computerized diagnosis and healthcare delivery.

 

“Competitive Landscape”and “Merger& Acquisition Insights”

 

The key market participants Chemical Computing Group Inc., Compugen Ltd., Simulation Plus Inc., Genedata AG, Certara, Insilico Biotechnology AG, Accelrys, Rhenovia Pharma SAS, Entelos, Nimbus Discovery LLC, and Rhenovia Pharma SAS.are few major players in Global Computational Biology market. TheGlobal Computational Biology market is fragmented with a large number of global & local players. Merger &Acquisitions, collaborations & new products launch are some of the major strategies adopted by key market players. Apart from this innovation& new product development are a major focus area for dominant companies.

 

Market Segmentation

 

Global Computational Biology Market by Key application categories(Revenue, Million, 2018 – 2026) 

  • Cellular & Biological Simulation
  • Drug Discovery & Disease Modelling
  • Preclinical Drug Development
  • Clinical trials

 

Global Computational Biology Market by Service Type (Revenue, Million, 2018 – 2026)

  • In-house
  • Contract

 

Global Computational Biology Market by End-Use Type (Revenue, Million, 2018 – 2026)

  • Academics
  • Industry
  • Commercial

 

Global Computational Biology Market Regional Outlook (Revenue, USD Million, 2018-2026)

  • North America
    • U.S.
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
  • Latin America
    • Brazil
    • Mexico
    • Columbia
  • Middle East and Africa
    • South Africa
    • Saudi Arabia

Global Computational Biology Market Analytics,Global Computational Biology Market Share,Global Computational Biology Market Research, Global Computational Biology Market Forecast,Global Computational Biology Market Analysis,Global Computational Biology Market Value, Global Computational Biology Market Insight,Global Computational Biology Market Trend,Global Computational Biology Market Research Report, Global Computational Biology Market Size,Global Computational Biology Market Survey

Chapter 1 Methodology and Scope

  • Research Methodology
  • Research Scope & Assumptions
  • List of Data Sources

Chapter 2 Executive Summary

Chapter 3 Computational Biology Market Overview

  • Market Ecosystem
  • Key Stakeholders
  • Industry Trends & Analysis

Chapter 4 Computational Biology Trend Outlook

  • Market Overview
  • Market Segmentation
  • Market Size and Growth Prospects
  • Leading Brand Dynamics
  • Key Market Drivers
    • Availability of enhanced computational tools
    • Government funding & research
    • Rise in contract research services
  • Key Market Challenges
    • Lack of standardization
    • Shortage of skilled professionals
  • Key Opportunities Prioritized
  • Industry Analysis - Porter’s
  • Computational Biology Market-PESTEL Analysis

Chapter 5: -Computational Biology Market by “Key Application Categories” (USD Million)

Computational Biology Market Landscape by key application categories - 2018-2026
  • Cellular & Biological Simulation
    • Market Landscape Analysis, 2018-2026
  • Preclinical Drug Development
    • Market Landscape Analysis, 2018-2026
  • Drug Discovery & Disease Modelling
    • Market Landscape Analysis, 2018-2026
  • Preclinical Drug Development
    • Market Landscape Analysis, 2018-2026
  • Clinical Trials
    • Market Landscape Analysis, 2018-2026

Chapter 6: -Computational Biology Market by “Service Type” (USD Million)

Computational Biology Market Landscape by Service Type - 2018-2026
  • In-house
    • Market Landscape Analysis, 2018-2026
  • Contract
    • Market Landscape Analysis, 2018-2026

Chapter 7: -Computational Biology Market by “End-Use” (USD Million)

Computational Biology Market Landscape by End-Use- 2018-2026
  • Academics
    • Market Landscape Analysis, 2018-2026
  • Industry
    • Market Landscape Analysis, 2018-2026
  • Commercial
    • Market Landscape Analysis, 2018-2026

Chapter 8: Regional Market Outlook

Computational Biology Market Landscape by Region- 2018
  • North America Market Landscape Analysis, 2018-2026 (USD Mn)
    • U.S. Market Landscape Analysis, 2018-2026
    • Canada Market Landscape Analysis-2018-2026
  • Europe Market Landscape Analysis, 2018-2026 (USD Mn)
    • UK Market Landscape Analysis, 2018-2026
    • Germany Market Landscape Analysis, 2018-2026
    • France Market Landscape Analysis, 2018-2026
    • Italy Market Landscape Analysis, 2018-2026
    • Spain Market Landscape Analysis, 2018-2026
  • Latin America Market Landscape Analysis, 2018-2026 (USD Mn)
    • Brazil Market Landscape Analysis, 2018-2026
    • Mexico Market Landscape Analysis, 2018-2026
    • Colombia Market Landscape Analysis, 2018-2026
  • Asia Pacific Market Landscape Analysis, 2018-2026 (USD Mn)
    • Japan Market Landscape Analysis, 2018-2026
    • China Market Landscape Analysis, 2018-2026
    • India Market Landscape Analysis, 2018-2026
  • Middle East & Africa Market Landscape Analysis, 2018-2026 (USD Mn)
    • Saudi Arabia Market Landscape Analysis, 2018-2026
    • South African market Landscape Analysis, 2018-2026

Chapter 9: Pricing Analysis

Optimal Price Points (OPP), Indifference price points (IPP) and Range of Acceptable Prices and (RAP) of leading brands by Region- 2018
  • North America Pricing Analysis (OPP, IPP, and RAP - 2018)
    • U.S. Pricing Analysis-2018
    • Canada Pricing Analysis-2018
  • Europe Pricing Analysis (OPP, IPP, and RAP - 2018)
    • UK Pricing Analysis-2018
    • Germany Pricing Analysis-2018
    • France Pricing Analysis-2018
    • Italy Pricing Analysis-2018
    • Spain Pricing Analysis-2018
  • Latin America Pricing Analysis (OPP, IPP, and RAP - 2018)
    • Brazil Pricing Analysis-2018
    • Mexico Pricing Analysis-2018
    • Colombia Pricing Analysis-2018
  • Asia Pacific Pricing Analysis (OPP, IPP, and RAP - 2018)
    • Japan Pricing Analysis-2018
    • China Pricing Analysis-2018
    • India Pricing Analysis-2018
  • Middle East Pricing Analysis (OPP, IPP, and RAP - 2018)
    • Saudi Arabia Pricing Analysis-2018
    • South Africa Pricing Analysis-2018

Chapter 10: Computational BiologyPipeline Analysis

  • Executive Summary
  • Late Stage Pipeline analysis
  • Key R&D trends

Chapter 11: Computational Biology Merger & Acquisition Outlook

  • Factors driving M&A in Computational Biology market
  • Key trends and future outlook

Chapter 12: Competitive Landscape

  • Chemical Computing Group Inc.
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
  • Compugen Ltd., Simulation Plus Inc.
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
  • Genedata AG
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
  • Certara
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
  • Insilico Biotechnology AG
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
  • Accelrys
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
  • Rhenovia Pharma SA
    • Company Overview
    • Financial Performance
    • Key Decision Maker
    • Product Pipeline
    • Strategic Initiative
 

List of Tables

 
  • TABLE 1 Computational Biology Market - Industry Snapshot & Key Buying Criteria, 2018 - 2026
  • TABLE 2 Global Computational Biology Market, 2018 – 2026
  • TABLE 3 Global Computational Biology Market Analysis by Product-2018
  • TABLE 4Global Computational Biology Market Analysis by Technology-2018
  • TABLE 5 Global Computational Biology Market Analysis by Application-2018
  • TABLE 7 Global Computational Biology Market Analysis by Geography-2018
  • TABLE 8 Global Computational Biology Market Analysis by Leading Brands-2018
  • TABLE 9 Computational Biology Market - Key market driver analysis
  • TABLE 10 Computational Biology Market - Key market restraint analysis
  • TABLE 11 North America Market Computational Biology Landscape Analysis, 2018-2026 (USD Mn)
  • TABLE 12 U.S. Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 13 Canada Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 14 Europe Computational Biology Market Landscape Analysis, 2018-2026 (USD Mn)
  • TABLE 15 U.K Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 16 Germany Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 17 France Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 18 Italy Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 19 Spain Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 20Latin America Computational Biology Market Landscape Analysis, 2018-2026 (USD Mn)
  • TABLE 21 Brazil Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 22 Mexico Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 20 Colombia Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 21 Asia Pacific Computational Biology Market Landscape Analysis, 2018-2026 (USD Mn)
  • TABLE 22Japan Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 23China Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 24 India Computational Biology Market Landscape Analysis, 2018-2026
  • TABLE 25North America Pricing Analysis
  • TABLE 26 North America Pricing Analysis (OPP, IPP, and RAP- 2018)
  • TABLE 27 U.S. Pricing Analysis-2018
  • TABLE 28 Canada Pricing Analysis-2018
  • TABLE 29 Europe Pricing Analysis (OPP, IPP, and RAP- 2018)
  • TABLE 30 U.K Pricing Analysis-2018
  • TABLE 31 Germany Pricing Analysis-2018
  • TABLE 32 France Pricing Analysis-2018
  • TABLE 33 Italy Pricing Analysis-2018
  • TABLE 34 Spain Pricing Analysis-2018
  • TABLE 35 Latin America Pricing Analysis (OPP, IPP, and RAP- 2018)
  • TABLE 36 Brazil Pricing Analysis-2018
  • TABLE 37 Mexico Pricing Analysis-2018
  • TABLE 38 Colombia Pricing Analysis-2018
  • TABLE 39 Asia Pacific Pricing Analysis (OPP, IPP, and RAP- 2018)
  • TABLE 40 Japan Pricing Analysis-2018
  • TABLE 41 China Pricing Analysis-2018
  • TABLE 42 India Pricing Analysis-2018
  • TABLE 43 Middle East Pricing Analysis (OPP, IPP, and RAP- 2018)
  • TABLE 44 Saudi Arabia Pricing Analysis-2018
  • TABLE 45 South Africa Pricing Analysis-2018
 

List of Figures

 
  • 1 Computational Biology Market Segmentation
  • 2 Market Size & Growth Prospects
  • 3 Leading Brand Dynamics
  • 4 Penetration & Growth Prospects
  • 5 Industry Analysis – Porter’s
  • 6 Computational Biology Market – PESTEL Analysis
  • 7 Computational Biology Market Share by Product Type, 2018-2026
  • 8 Computational Biology Market Share by Cell Type, 2018-2026
  • 9 Computational Biology Market Share by Technique, 2018-2026
  • 10 Computational Biology Market Share by Application, 2018-2026
  • 11 Computational Biology Market Share by End-Use, 2018-2026
  • 12 Computational Biology Market Share by Region, 2018-2026

Key Insights Addressed:  

  • Defining market size from 2018 to 2026.
  • Estimating market growth till 2026 and consequence market forecast.
  • Identifying market drivers, restraints & future opportunities and allowing decision-maker with a range of possible outcomes and the probabilities that will occur for any choice of action.
  • Market segments and regions that will drive or lead market growth.
  • Defining Optimal Price Point (OPP) which will be accepted and recommended by maximum customers.
  • A bird’s-eye view of the competitive landscape and the key market players.
  • Key strategic growth driver adopted by market players. In-depth analysis of their strategies and implication on competition & growth.
    Key Findings:  
  • The Computational Biology was valued at $3.8 Billion in 2018 and is forecast to grow at a modest 22.02 % CAGR between 2018 and 2025, culminating in 2026 global sales of $15.8 Billion.
  • Computational Biology is a process which consists of many characteristics of bioinformatics, to using computer science and computer algorithm data to model and understanding the structure of the biological system. It also involves the application and development of the theoretical and analytical method, computational stimulation technique, and mathematical modeling to the study of the ecological, behavioral, social, and biological system. We have segmented the Global Water and Wastewater Treatment Equipment based on Key equipment categories as Membrane Separation, Disinfection, Biological.
  • We have segmented the Global Computational Biology based on Key Application categories as Cellular & Biological Simulation, Drug Discovery & Disease Modelling, Preclinical Drug Development, Clinical Trials.
  • We have segmented the Global Computational Biology based on Service Type as In-house and Contract.
  • We have segmented the Global Computational Biology market based on End-Use is Academics, Industry, Commercial.
  • The key market participants includeChemical Computing Group Inc., Compugen Ltd., Simulation Plus Inc., Genedata AG, Certara, Insilico Biotechnology AG, Accelrys, Rhenovia Pharma SAS, Entelos, Nimbus Discovery LLC, and Rhenovia Pharma SAS.

Ameri Research implies a unique methodology of published information and primary research to bring key insights to customer decision making process. Our analytics model helps us to understand the structured and unstructured information from various sources. Key steps involves in the process are as below-

  1. Analyzing Published Information- Access to large pool of paid and unpaid published information via different sources and analyzing market trend.
  2. Setting Foundation- Input from analysis of secondary sources set our foundation to market analysis and helps in setting the scope for further research. Setting the scope involves Ameri Research proprietary statistical model, discussion with industry leaders, internal brainstorming, key discussion pointers from various forums etc.
  3. Need Gap Analysis- Defining the gap between our scope and availability of information.
  4. KOL Panel Discussion- Focused Group Discussion with a structured discussion guide to fine tune the gap and deriving the factors driving/restraining the market trend.
  5. Quantitative Research- Sampling large number of industry players, Education/Research Institutes, Government bodies, NGOs, Individual acclaimed researchers and conducting the primary interview with a structured questionnaire.
  6. Data Triangulation- We apply bottom-up demand approach or top-down estimation or a combined approach to triangulate the data points.
  7. Analyst Comment- Each of our analysts carries large pool of experience from domain perspective and add their value which is directional in nature
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Description

The Computational Biology Market was valued at $3.8Billion in 2018 and is forecast to grow at a modest22.02 % CAGR between2018 and 2025, culminating in 2026 global sales of $15.8 Billion.

 

Computational Biology is a process which consists of many characteristics of bioinformatics, to using computer science and computer algorithm data to modeling and understanding the structure of the biological system. It also involves the application and development of the theoretical and analytical method, computational stimulation technique, and mathematical modeling to the study of the ecological, behavioral, social, and biological system. Apart from that it also carries a bulky, systematized body of data, basically allied with computerized software that is objected to retrieve, update, and query parts of the data stored within the system. Computational genetics is the sub-segment of computational biology, which is used to understand the sequential genomes of internal biology and homological mechanism. In the field of Neurology, it is used to clearly visualize the complex interlinked path in the 3D view of the human brain. Many drug discovery companies spending their money in their R&D for the demand of usage population and predictive model. In 2016, the Ministry of Science, Canada, publicized the venture of USD 4.0 million for 16 new computational biology projects. The growing demand for predictive models ispresuming a substantial improvement to the growth of the global computational biology market. Additionally, the rising funding from private organizations and governments for R&D in this ground is driving the market.

Computational Biology Market

 

Pricing Analysis

 

“Optimal Price Point (OPP) for Global Computational Biology”

 

Estimated Average product/ service cost – $ xx globally. However, with improving access and availability of options, OPP and range of acceptable Prices (RAP) are going to change. We at Ameri Research continuously track these prices with our proprietary pricing model.

 

Due to the wide array of products available in the market, pricing, positioning, and sales channel optimization play a vital role in the success of a product. On average, in the China Global Computational Biologyservicesare available at USD xxx- USD xxxx. However, high-end products are available at much higher prices. The prices in emerging countries and developed countries vary significantly due to the difference in purchasing power and availability of latest products.

 

Computational BiologyMarket by “Key ApplicationCategories”

 

We have segmented the Global Computational Biology based on Key Application categories as Cellular & Biological Simulation, Drug Discovery & Disease Modelling, Preclinical Drug Development, Clinical Trials.

 

We have observed that the rapid growth of Computational Biology followed by Cellular & Biological Simulation will hold36.2% market shares over the forecast period. Due to the increasing of routinized medical needs and significant growth of customized medicine are anticipated to growth soon. HPE (Hewlett Packard Enterprise’s) and Dassault’s system providing better healthcare service delivery and patient diagnosis as well as Living Heart Project with 3D simulated Model.

 

We also noticed that the significant growth of Computational Biology followed by drugs Discovery & Disease Modelling which expected to be the fastest growing segment over the forecast period. Because of the improvement in prognosis and diagnosis segment.

 

Global Computational Biology Market by “Service Type”

 

We have segmented the Global Computational Biology based on Service Type as In-house and Contract.

 

We have observed that the rapid growth of Computational Biology followed by Contract Services with 52.0% of the total revenue share over the forecast period. This segment is popular because of less expensive in contrast to another service.

 

CROs (Contract Research Organization) is helping to increase the computational capabilities with IT technology and Cloud Computing program, which is expected to drive the market.

 

Global Computational Biology Market by “End-Use”

 

We have segmented the Global Computational Biology market based on End-UseisAcademics, Industry, Commercial.

 

We have observed that the Computational Biology market dominated worldwide by the Commercial segment over the forecast period.To increase Drug designing, Bioinformatics Research, and usage in personalized medicine. In the year 2018, DBT (Indians Department Of Biotechnology) and Europe Union announced the investment of USD 17.2 Million in research and innovation development for influenza virus to defend the environment.

 

Regional Segmentation

 

The Asia Pacific and Asia Pacific accounted for the maximum revenue share of over xx% in 2018 due to increased demand of Global Computational Biology materials followed by EU- Top 5 countries contribute $X.6 Billion in 2018 and expected to reach $x.5 Billion by 2026.

 

The rapid growth of Cellular & Biological Simulation and availability of Global Computational Biology materials option create an impact in developing countries for the demand for computerized diagnosis and healthcare delivery.

 

“Competitive Landscape”and “Merger& Acquisition Insights”

 

The key market participants Chemical Computing Group Inc., Compugen Ltd., Simulation Plus Inc., Genedata AG, Certara, Insilico Biotechnology AG, Accelrys, Rhenovia Pharma SAS, Entelos, Nimbus Discovery LLC, and Rhenovia Pharma SAS.are few major players in Global Computational Biology market. TheGlobal Computational Biology market is fragmented with a large number of global & local players. Merger &Acquisitions, collaborations & new products launch are some of the major strategies adopted by key market players. Apart from this innovation& new product development are a major focus area for dominant companies.

 

Market Segmentation

 

Global Computational Biology Market by Key application categories(Revenue, Million, 2018 – 2026) 

  • Cellular & Biological Simulation
  • Drug Discovery & Disease Modelling
  • Preclinical Drug Development
  • Clinical trials

 

Global Computational Biology Market by Service Type (Revenue, Million, 2018 – 2026)

  • In-house
  • Contract

 

Global Computational Biology Market by End-Use Type (Revenue, Million, 2018 – 2026)

  • Academics
  • Industry
  • Commercial

 

Global Computational Biology Market Regional Outlook (Revenue, USD Million, 2018-2026)

  • North America
    • U.S.
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
  • Latin America
    • Brazil
    • Mexico
    • Columbia
  • Middle East and Africa
    • South Africa
    • Saudi Arabia

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