Data Science Platform Market with COVID-19 Impact Analysis by Component (Platform & Services), Business Function (Marketing, Sales, Logistics, & Customer Support), Deployment Mode, Organization Size, Industry Vertical & Region - Global Forecast to 2026
The Data Science Platform market size is projected to grow from USD 95.3 billion in 2021 to 322.9 USD billion in 2026, at a Compound Annual Growth Rate (CAGR) of 27.7% during the forecast period. The Data Science Platform industry is driven by Astonishing growth of big data, however, Rising in adoption of cloud-based solutions, Rising application of the data science platform in various industries and Growing need to extract in-depth insights from voluminous data to gain competitive advantage.
Based on Component, the service segment is expected to grow at a higher CAGR during the forecast period
The service segment of the Data Science Platform market is further segmented into professional services (consulting, support and maintenance, and deployment and integration) and managed services. This section discusses each service subsegment's market size and growth rate based on type (for selected subsegments) and region.
Based on deployment mode, on-premises segment is segmented to account for a larger market size during the forecast period Most
Enterprises mostly in heavily regulated industry verticals, such as BFSI, healthcare and life sciences, and manufacturing, opt for the on-premises deployment model of the data science platform. Large enterprises with sufficient IT resources are expected to opt for the on-premises deployment model. On-premises is the most reliable deployment mode, which an enterprise can rely on for the high level of control and security. Enterprises need to purchase the license or a copy to deploy the cloud-based platform. If an organization uses on-premises storage, they might also need to have IT staff to maintain and manage servers.
Based on business function, Finance and Accounting segment to grow at a higher CAGR during the forecast period
Financial services firms and banks, for example, use financial data science: Forward-thinking banks and FinTech’s improve customer service by evaluating transactional and behavioral data using various data science methods. Data science is already being used by some of the world's largest banks to acquire insights from previous customer purchases, engagements, and accounts that are most relevant to them. Investing items, insurance coverage, bank accounts, and mortgages are now the most common notices they receive. Data science is also providing insights into how well a product sells or to whom it sells, allowing financial services organizations and banks to build consumer products, policies, and investment instruments that will sell well in the future.
Based on organization size, large enterprise segment to account for a larger market size during the forecast period Most Large enterprises considered in the report are organizations with an employee size of more than or equal to 1,000. The adoption of the data science platform among large enterprises is high due to the ever-increasing adoption of the cloud, and the trend is expected to continue during the forecast period. Large enterprises accumulate huge chunks of data that can be attributed to the widespread client base. In large enterprises, data plays a major role in evaluating the overall performance of organizations. Large enterprises are leveraging the data science platform coming from various sources, for instance, social media feeds or sensors and cameras, each record needs to be processed in a way that preserves its relation to other data and sequence in time.
APAC is expected to grow at a higher CAGR during the forecast period
Asia Pacific (APAC) has continually presented lucrative market opportunities for Data Science Platform Solutions and service providers with a notable increase in Data Science Platform across its developed and emerging countries., Japan, China, and India have displayed ample growth opportunities in the Data Science Platform market. Owing to a rapidly proliferating technology-backed economical structure, APAC is expected to emerge as the fastest-growing region in Data Science Platform software and services demand during the forecast period.
Given below is the breakup of the primary respondents:
Research coverage
The market study covers Data Science Platform across different segments. It aims at estimating the market size and the growth potential of this market across different segments, such as, by Component (Platform & Services), Business Function (Marketing, Sales, Logistics, & Customer Support), Deployment Mode, Organization Size, Industry Vertical, and Region. The regional analysis of the Data Science Platform covers North America, Europe, APAC, MEA, and Latin America
The study also includes an in-depth competitive analysis of the key market players, 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 is expected to help the market leaders/new entrants in this market by providing them information on the closest approximations of the revenue numbers for the overall Data Science Platform and its segments. This report is also expected to help stakeholders understand the competitive landscape and gain insights to improve the position of their businesses and plan suitable go-to-market strategies. The report also aims at helping stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.
Based on Component, the service segment is expected to grow at a higher CAGR during the forecast period
The service segment of the Data Science Platform market is further segmented into professional services (consulting, support and maintenance, and deployment and integration) and managed services. This section discusses each service subsegment's market size and growth rate based on type (for selected subsegments) and region.
Based on deployment mode, on-premises segment is segmented to account for a larger market size during the forecast period Most
Enterprises mostly in heavily regulated industry verticals, such as BFSI, healthcare and life sciences, and manufacturing, opt for the on-premises deployment model of the data science platform. Large enterprises with sufficient IT resources are expected to opt for the on-premises deployment model. On-premises is the most reliable deployment mode, which an enterprise can rely on for the high level of control and security. Enterprises need to purchase the license or a copy to deploy the cloud-based platform. If an organization uses on-premises storage, they might also need to have IT staff to maintain and manage servers.
Based on business function, Finance and Accounting segment to grow at a higher CAGR during the forecast period
Financial services firms and banks, for example, use financial data science: Forward-thinking banks and FinTech’s improve customer service by evaluating transactional and behavioral data using various data science methods. Data science is already being used by some of the world's largest banks to acquire insights from previous customer purchases, engagements, and accounts that are most relevant to them. Investing items, insurance coverage, bank accounts, and mortgages are now the most common notices they receive. Data science is also providing insights into how well a product sells or to whom it sells, allowing financial services organizations and banks to build consumer products, policies, and investment instruments that will sell well in the future.
Based on organization size, large enterprise segment to account for a larger market size during the forecast period Most Large enterprises considered in the report are organizations with an employee size of more than or equal to 1,000. The adoption of the data science platform among large enterprises is high due to the ever-increasing adoption of the cloud, and the trend is expected to continue during the forecast period. Large enterprises accumulate huge chunks of data that can be attributed to the widespread client base. In large enterprises, data plays a major role in evaluating the overall performance of organizations. Large enterprises are leveraging the data science platform coming from various sources, for instance, social media feeds or sensors and cameras, each record needs to be processed in a way that preserves its relation to other data and sequence in time.
APAC is expected to grow at a higher CAGR during the forecast period
Asia Pacific (APAC) has continually presented lucrative market opportunities for Data Science Platform Solutions and service providers with a notable increase in Data Science Platform across its developed and emerging countries., Japan, China, and India have displayed ample growth opportunities in the Data Science Platform market. Owing to a rapidly proliferating technology-backed economical structure, APAC is expected to emerge as the fastest-growing region in Data Science Platform software and services demand during the forecast period.
Given below is the breakup of the primary respondents:
- By Company Type: Tier 1 – 34%, Tier 2 – 43%, and Tier 3 – 23%
- By Designation: C-level – 50%, Directors – 30%, and Others – 20%
- By Region: North America – 30%, Europe – 30%, APAC – 25%, MEA – 10%, Latin America– 5%.
Research coverage
The market study covers Data Science Platform across different segments. It aims at estimating the market size and the growth potential of this market across different segments, such as, by Component (Platform & Services), Business Function (Marketing, Sales, Logistics, & Customer Support), Deployment Mode, Organization Size, Industry Vertical, and Region. The regional analysis of the Data Science Platform covers North America, Europe, APAC, MEA, and Latin America
The study also includes an in-depth competitive analysis of the key market players, 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 is expected to help the market leaders/new entrants in this market by providing them information on the closest approximations of the revenue numbers for the overall Data Science Platform and its segments. This report is also expected to help stakeholders understand the competitive landscape and gain insights to improve the position of their businesses and plan suitable go-to-market strategies. The report also aims at helping stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.
1 INTRODUCTION
1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
1.3 COVID-19 ECONOMIC ASSESSMENT
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
1.4 OBJECTIVES OF THE STUDY
1.5 MARKET DEFINITION
1.5.1 INCLUSIONS AND EXCLUSIONS
1.6 MARKET SCOPE
1.6.1 MARKET SEGMENTATION
1.6.2 REGIONS COVERED
1.6.3 YEARS CONSIDERED FOR THE STUDY
1.7 CURRENCY CONSIDERED
TABLE 1 USD EXCHANGE RATE, 2018–2021
1.8 STAKEHOLDERS
1.9 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 6 GLOBAL DATA SCIENCE PLATFORM MARKET: RESEARCH DESIGN
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
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE DATA SCIENCE PLATFORM MARKET
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF
THE DATA SCIENCE PLATFORM MARKET
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE DATA SCIENCE PLATFORM MARKET
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF DATA SCIENCE PLATFORM THROUGH THE OVERALL DATA SCIENCE PLATFORM SPENDING
FIGURE 11 DATA SCIENCE PLATFORM MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
2.4 COMPANY EVALUATION MATRIX
FIGURE 12 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.5 STARTUP/SME EVALUATION MATRIX METHODOLOGY
FIGURE 13 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6 ASSUMPTIONS FOR THE STUDY
2.7 LIMITATIONS OF THE STUDY
3 EXECUTIVE SUMMARY
TABLE 2 GLOBAL DATA SCIENCE PLATFORM MARKET SIZE AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y%)
TABLE 3 GLOBAL DATA SCIENCE PLATFORM MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y%)
FIGURE 14 DATA SCIENCE PLATFORM COMPONENT SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 15 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
FIGURE 16 DEPLOYMENT AND INTEGRATION SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2021
FIGURE 17 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
FIGURE 18 ON-PREMISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 19 MARKETING SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
FIGURE 20 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL CONTRIBUTES TO THE HIGHEST MARKET REVENUE IN 2021
FIGURE 21 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2021
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES IN THE DATA SCIENCE PLATFORM MARKET
FIGURE 22 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES, SUCH AS BIG DATA, ML, ANALYTICS, IOT, AND AI, TO DRIVE THE MARKET GROWTH
4.2 DATA SCIENCE PLATFORM MARKET: TOP THREE INDUSTRY VERTICALS
FIGURE 23 BFSI VERTICAL TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
4.3 DATA SCIENCE PLATFORM MARKET, BY REGION
FIGURE 24 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
4.4 NORTH AMERICA: DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION AND INDUSTRY VERTICAL
FIGURE 25 MARKETING BUSINESS FUNCTION AND BFSI INDUSTRY VERTICAL TO ACCOUNT FOR THE LARGEST SHARES IN THE DATA SCIENCE PLATFORM MARKET IN 2021
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 26 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA SCIENCE PLATFORM MARKET
5.2.1 DRIVERS
5.2.1.1 Astonishing growth of big data
5.2.1.2 Rising adoption of cloud-based solutions
5.2.1.3 Rising application of the data science platform in various industries
5.2.1.4 Growing need to extract in-depth insights from voluminous data to gain competitive advantage
5.2.2 RESTRAINTS
5.2.2.1 Lack of clarity on business problem
5.2.2.2 Stringent government rules and regulations
5.2.3 OPPORTUNITIES
5.2.3.1 Higher inclination of enterprises toward data-intensive business strategies
5.2.3.2 Rising adoption of advanced technologies
5.2.4 CHALLENGES
5.2.4.1 Lack of adequately skilled workforce
5.2.4.2 Data privacy, security, and reliability concerns
5.3 USE CASES
5.3.1 BANKING, FINANCIAL SERVICES AND INSURANCE
5.3.1.1 Use Case 1: CBA uses H2O AI Cloud capabilities to generate better customer and community outcomes at a greater pace and scale
5.3.2 TELECOMMUNICATION AND INFORMATION TECHNOLOGY
5.3.2.1 Use Case 2: AT&T uses H2O.AI to address a broad range of use cases, from marketing and sales to network availability and maintenance
5.3.3 RETAIL AND CONSUMER GOODS
5.3.3.1 Use Case 3: Azure Databricks offers a Unified Data Analytics Platform for Reckitt to improve cost optimization
5.3.4 GOVERNMENT AND DEFENSE
5.3.4.1 Use Case 4: Project Odyssey uses SAS software for data integration and intelligent data mining of large sets of ballistics and crime information data
5.3.5 MEDIA AND ENTERTAINMENT
5.3.5.1 Use Case 5: Comcast uses H2O AI CLOUD to enhance customer experience
5.3.6 MANUFACTURING
5.3.6.1 Use Case 6: ENGIE Digital uses Amazon SageMaker for predictive maintenance at power plants
5.3.7 HEALTHCARE AND LIFE SCIENCES
5.3.7.1 Use Case 7: Department of Nursing uses TIBCO Data Science Software to strengthen the training process
5.3.8 TRANSPORT AND LOGISTICS
5.3.8.1 Use Case 8: Transport for London uses RapidMiner to aid the performance of the road network
5.3.9 ENERGY AND UTILITIES
5.3.9.1 Use Case 9: Blue River Analytics uses TIBCO Data Science to save time, reduce costs, and increase productivity
5.4 PATENT ANALYSIS
5.4.1 METHODOLOGY
5.4.2 DOCUMENT TYPE
TABLE 4 PATENTS FILED, 2019–2022
5.4.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 27 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021
5.4.3.1 Top applicants
FIGURE 28 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022
5.5 KEY COMPONENTS AND CHARACTERISTICS OF THE DATA SCIENCE PLATFORM
FIGURE 29 DATA SCIENCE PLATFORM
5.6 DATA SCIENCE PLATFORM ECOSYSTEM
TABLE 5 DATA SCIENCE PLATFORM MARKET: ECOSYSTEM
5.7 SUPPLY CHAIN ANALYSIS
FIGURE 30 SUPPLY CHAIN ANALYSIS
5.8 PRICING MODEL ANALYSIS
TABLE 6 PRICING MODEL
5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE DATA SCIENCE PLATFORM MARKET
FIGURE 31 DATA SCIENCE PLATFORM MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
5.10 PORTER’S FIVE FORCES ANALYSIS
FIGURE 32 DATA SCIENCE PLATFORM MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 7 DATA SCIENCE PLATFORM MARKET: PORTER’S FIVE FORCES ANALYSIS
5.10.1 THREAT OF NEW ENTRANTS
5.10.2 THREAT OF SUBSTITUTES
5.10.3 BARGAINING POWER OF SUPPLIERS
5.10.4 BARGAINING POWER OF BUYERS
5.10.5 INTENSITY OF COMPETITIVE RIVALRY
5.11 TECHNOLOGICAL ANALYSIS
5.11.1 ARTIFICIAL INTELLIGENCE
5.11.2 MACHINE LEARNING
5.11.3 DEEP LEARNING
5.11.4 NATURAL LANGUAGE PROCESSING
5.11.5 INTERNET OF THINGS
5.11.6 CLOUD COMPUTING
5.12 REGULATORY IMPLICATIONS
5.12.1 GENERAL DATA PROTECTION REGULATION
5.12.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.12.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.12.4 SARBANES-OXLEY ACT OF 2002
5.12.5 SOC 2 TYPE II COMPLIANCE
5.12.6 ISO/IEC 27001
5.12.7 THE GRAMM–LEACH–BLILEY ACT
5.13 DATA SCIENCE PLATFORM MARKET: COVID-19 IMPACT
6 DATA SCIENCE PLATFORM MARKET, BY COMPONENT
6.1 INTRODUCTION
6.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY COMPONENT
FIGURE 33 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 8 DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 9 DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
6.1.2 COMPONENTS: DATA SCIENCE PLATFORM MARKET DRIVERS
6.2 PLATFORM
TABLE 10 PLATFORM: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 11 PLATFORM: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3 SERVICES
FIGURE 34 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 12 DATA SCIENCE PLATFORM MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 13 DATA SCIENCE PLATFORM MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 14 SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 15 SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.1 MANAGED SERVICES
TABLE 16 MANAGED SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 17 MANAGED SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.2 PROFESSIONAL SERVICES
TABLE 18 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 19 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
FIGURE 35 SUPPORT AND MAINTENANCE SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 20 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY TYPE, 2016–2020 (USD MILLION)
TABLE 21 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY TYPE, 2021–2026 (USD MILLION)
6.3.3 CONSULTING
TABLE 22 CONSULTING DATA SCIENCE PLATFORM SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 23 CONSULTING DATA SCIENCE PLATFORM SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.4 DEPLOYMENT AND INTEGRATION
TABLE 24 DEPLOYMENT AND INTEGRATION: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 25 DEPLOYMENT AND INTEGRATION: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.5 SUPPORT AND MAINTENANCE
TABLE 26 SUPPORT AND MAINTENANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 27 SUPPORT AND MAINTENANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7 DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION
7.1 INTRODUCTION
7.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION
FIGURE 36 FINANCE AND ACCOUNTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 28 DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 29 DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
7.1.2 BUSINESS FUNCTIONS: DATA SCIENCE PLATFORM MARKET DRIVERS
7.2 MARKETING
TABLE 30 MARKETING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 31 MARKETING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.3 SALES
TABLE 32 SALES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 33 SALES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.4 LOGISTICS
TABLE 34 LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 35 LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.5 FINANCE AND ACCOUNTING
TABLE 36 FINANCE AND ACCOUNTING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 37 FINANCE AND ACCOUNTING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.6 CUSTOMER SUPPORT
TABLE 38 CUSTOMER SUPPORT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 39 CUSTOMER SUPPORT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.7 OTHER BUSINESS FUNCTIONS
TABLE 40 OTHER BUSINESS FUNCTIONS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 41 OTHER BUSINESS FUNCTIONS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
8 DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE
8.1 INTRODUCTION
8.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE
FIGURE 37 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 42 DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 43 DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
8.1.2 DEPLOYMENT MODES: DATA SCIENCE PLATFORM MARKET DRIVERS
8.2 ON-PREMISES
TABLE 44 ON-PREMISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 45 ON-PREMISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
8.3 CLOUD
TABLE 46 CLOUD: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 47 CLOUD: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
9 DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE
9.1 INTRODUCTION
9.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE
FIGURE 38 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 48 DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 49 DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
9.1.2 ORGANIZATION SIZE: DATA SCIENCE PLATFORM MARKET DRIVERS
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 50 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 51 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
9.3 LARGE ENTERPRISES
TABLE 52 LARGE ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 53 LARGE ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10 DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL
10.1 INTRODUCTION
10.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL
FIGURE 39 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 54 DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 55 DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
10.1.2 INDUSTRY VERTICALS: DATA SCIENCE PLATFORM MARKET DRIVERS
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 56 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 57 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.3 TELECOMMUNICATIONS AND IT
TABLE 58 TELECOMMUNICATIONS AND IT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 59 TELECOMMUNICATIONS AND IT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.4 RETAIL AND ECOMMERCE
TABLE 60 RETAIL AND ECOMMERCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 61 RETAIL AND ECOMMERCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.5 HEALTHCARE AND LIFE SCIENCES
TABLE 62 HEALTHCARE AND LIFE SCIENCES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 63 HEALTHCARE AND LIFE SCIENCES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.6 GOVERNMENT AND DEFENSE
TABLE 64 GOVERNMENT AND DEFENSE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 65 GOVERNMENT AND DEFENSE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.7 MEDIA AND ENTERTAINMENT
TABLE 66 MEDIA AND ENTERTAINMENT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 67 MEDIA AND ENTERTAINMENT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.8 MANUFACTURING
TABLE 68 MANUFACTURING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 69 MANUFACTURING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.9 TRANSPORTATION AND LOGISTICS
TABLE 70 TRANSPORTATION AND LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 71 TRANSPORTATION AND LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.10 ENERGY AND UTILITIES
TABLE 72 ENERGY AND UTILITIES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 73 ENERGY AND UTILITIES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.11 OTHER INDUSTRY VERTICALS
TABLE 74 OTHER INDUSTRY VERTICALS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 75 OTHER INDUSTRY VERTICALS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
11 DATA SCIENCE PLATFORM MARKET, BY REGION
11.1 INTRODUCTION
FIGURE 40 ASIA PACIFIC TO ACHIEVE THE HIGHEST GROWTH IN THE DATA SCIENCE PLATFORM MARKET DURING THE FORECAST PERIOD
FIGURE 41 INDIA TO ACHIEVE THE HIGHEST GROWTH IN THE DATA SCIENCE PLATFORM MARKET DURING THE FORECAST PERIOD
TABLE 76 DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 77 DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: DATA SCIENCE PLATFORM MARKET DRIVERS
11.2.2 NORTH AMERICA: COVID-19 IMPACT
11.2.3 NORTH AMERICA: REGULATIONS
11.2.3.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
11.2.3.2 Gramm-Leach-Bliley (GLB) Act
11.2.3.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
11.2.3.4 Federal Information Security Management Act (FISMA)
11.2.3.5 Federal Information Processing Standards (FIPS)
11.2.3.6 California Consumer Privacy Act (CSPA)
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
TABLE 78 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 79 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 80 NORTH AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 81 NORTH AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 82 NORTH AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 83 NORTH AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 84 NORTH AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 85 NORTH AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 86 NORTH AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 87 NORTH AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 88 NORTH AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 89 NORTH AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 90 NORTH AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 91 NORTH AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 92 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 93 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COUNTRY, 2021–2026 (USD MILLION)
11.2.4 UNITED STATES
TABLE 94 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 95 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 96 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 97 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
11.2.5 CANADA
TABLE 98 CANADA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 99 CANADA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 100 CANADA: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 101 CANADA: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
11.3 EUROPE
11.3.1 EUROPE: DATA SCIENCE PLATFORM MARKET DRIVERS
11.3.2 EUROPE: COVID-19 IMPACT
11.3.3 EUROPE: TARIFFS AND REGULATIONS
11.3.3.1 GDPR 2016/679 is a regulation in the EU
11.3.3.2 General Data Protection Regulation
11.3.3.3 European Committee for Standardization
11.3.3.4 European Technical Standards Institute
TABLE 102 EUROPE: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 103 EUROPE: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 104 EUROPE: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 105 EUROPE: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 106 EUROPE: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 107 EUROPE: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 108 EUROPE: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 109 EUROPE: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 110 EUROPE: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 111 EUROPE: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 112 EUROPE: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 113 EUROPE: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 114 EUROPE: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 115 EUROPE: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 116 EUROPE: DATA SCIENCE PLATFORM MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 117 EUROPE: DATA SCIENCE PLATFORM MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.3.4 UNITED KINGDOM
TABLE 118 UNITED KINGDOM: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 119 UNITED KINGDOM: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.5 GERMANY
TABLE 120 GERMANY: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 121 GERMANY: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.6 FRANCE
TABLE 122 FRANCE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 123 FRANCE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.7 REST OF EUROPE
TABLE 124 REST OF EUROPE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 125 REST OF EUROPE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET DRIVERS
11.4.2 ASIA PACIFIC: COVID-19 IMPACT
11.4.3 ASIA PACIFIC: REGULATIONS
11.4.3.1 Privacy Commissioner for Personal Data
11.4.3.2 Act on the Protection of Personal Information
11.4.3.3 Critical Information Infrastructure
11.4.3.4 International Organization for Standardization 27001
11.4.3.5 Personal Data Protection Act
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 126 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 127 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 128 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 129 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 130 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 131 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 132 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 133 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 134 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 135 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 136 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 137 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 138 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 139 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 140 ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2016–2020 (USD MILLION)
TABLE 141 ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2021–2026 (USD MILLION)
11.4.4 CHINA
TABLE 142 CHINA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 143 CHINA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.5 JAPAN
TABLE 144 JAPAN: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 145 JAPAN: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.6 INDIA
TABLE 146 INDIA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 147 INDIA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.7 REST OF ASIA PACIFIC
TABLE 148 REST OF ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 149 REST OF ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5 MIDDLE EAST AND AFRICA
11.5.1 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM MARKET DRIVERS
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS
11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
11.5.3.2 GDPR Applicability in KSA
11.5.3.3 Protection of Personal Information Act (POPIA)
TABLE 150 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 151 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 152 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 153 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 154 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 155 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 156 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 157 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 158 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 159 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 160 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 161 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 162 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 163 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 164 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2016–2020 (USD MILLION)
TABLE 165 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2021–2026 (USD MILLION)
11.5.4 MIDDLE EAST
TABLE 166 MIDDLE EAST: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 167 MIDDLE EAST: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.5 AFRICA
TABLE 168 AFRICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 169 AFRICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.6 REST OF THE MIDDLE EAST AND AFRICA
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: DATA SCIENCE PLATFORM MARKET DRIVERS
11.6.2 LATIN AMERICA: COVID-19 IMPACT
11.6.3 LATIN AMERICA: REGULATIONS
11.6.3.1 Brazil Data Protection Law
11.6.3.2 Argentina Personal Data Protection Law No. 25.326
TABLE 170 LATIN AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 171 LATIN AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 172 LATIN AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 173 LATIN AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 174 LATIN AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 175 LATIN AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 176 LATIN AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 177 LATIN AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 178 LATIN AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 179 LATIN AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 180 LATIN AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 181 LATIN AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 182 LATIN AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 183 LATIN AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 184 LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2016–2020 (USD MILLION)
TABLE 185 LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2021–2026 (USD MILLION)
11.6.4 BRAZIL
TABLE 186 BRAZIL: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 187 BRAZIL: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.6.5 MEXICO
TABLE 188 MEXICO: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 189 MEXICO: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.6.6 REST OF LATIN AMERICA
TABLE 190 REST OF LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 191 REST OF LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
12.3 REVENUE ANALYSIS
FIGURE 44 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS
12.4 MARKET SHARE ANALYSIS
FIGURE 45 MARKET SHARE ANALYSIS FOR KEY COMPANIES
TABLE 192 DATA SCIENCE PLATFORM MARKET: DEGREE OF COMPETITION
12.5 COMPANY EVALUATION QUADRANT
12.5.1 STARS
12.5.2 EMERGING LEADERS
12.5.3 PERVASIVE
12.5.4 PARTICIPANT
FIGURE 46 KEY DATA SCIENCE PLATFORM MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2021
12.6 COMPETITIVE BENCHMARKING
12.6.1 COMPANY PRODUCT FOOTPRINT
TABLE 193 COMPANY PRODUCT FOOTPRINT
12.6.2 COMPANY REGION FOOTPRINT
TABLE 194 COMPANY REGION FOOTPRINT
TABLE 195 DATA SCIENCE PLATFORM MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS
TABLE 196 DATA SCIENCE PLATFORM MARKET: DETAILED LIST OF KEY PLAYERS
12.7 STARTUP/SME EVALUATION QUADRANT
12.7.1 PROGRESSIVE COMPANIES
12.7.2 RESPONSIVE COMPANIES
12.7.3 DYNAMIC COMPANIES
12.7.4 STARTING BLOCKS
FIGURE 47 STARTUP/SME DATA SCIENCE PLATFORM MARKET EVALUATION QUADRANT, 2021
12.8 STARTUP/SME COMPETITIVE BENCHMARKING
12.8.1 COMPANY PRODUCT FOOTPRINT
TABLE 197 STARTUP/SME COMPANY OFFERING FOOTPRINT
12.8.2 COMPANY REGION FOOTPRINT
TABLE 198 STARTUP/SME COMPANY REGION FOOTPRINT
TABLE 199 DATA SCIENCE PLATFORM MARKET: DETAILED LIST OF KEYS STARTUP/SMES
TABLE 200 DATA SCIENCE PLATFORM MARKET COMPETITIVE BENCHMARKING OF KEY STARTUP/SMES
12.9 COMPETITIVE SCENARIO AND TRENDS
12.9.1 PRODUCT LAUNCHES
TABLE 201 DATA SCIENCE PLATFORM MARKET: PRODUCT LAUNCHES, APRIL 2020– FEBRUARY 2022
12.9.2 DEALS
TABLE 202 DATA SCIENCE PLATFORM MARKET: DEALS, FEBRUARY 2019–FEBRUARY 2022
13 COMPANY PROFILES
13.1 INTRODUCTION
13.2 MAJOR PLAYERS
(Business Overview, Products & Services, Key Insights, Recent Developments, COVID-19 Related Developmets, MnM View)*
13.2.1 IBM
TABLE 203 IBM: BUSINESS OVERVIEW
FIGURE 48 IBM: COMPANY SNAPSHOT
TABLE 204 IBM: PRODUCTS OFFERED
TABLE 205 IBM: SERVICES OFFERED
TABLE 206 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 207 IBM: DEALS
13.2.2 GOOGLE
TABLE 208 GOOGLE: BUSINESS OVERVIEW
FIGURE 49 GOOGLE: COMPANY SNAPSHOT
TABLE 209 GOOGLE: PRODUCTS OFFERED
TABLE 210 GOOGLE: SERVICES OFFERED
TABLE 211 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 212 GOOGLE: DEALS
13.2.3 MICROSOFT
TABLE 213 MICROSOFT: BUSINESS OVERVIEW
FIGURE 50 MICROSOFT: COMPANY SNAPSHOT
TABLE 214 MICROSOFT: PRODUCTS OFFERED
TABLE 215 MICROSOFT: SERVICES OFFERED
TABLE 216 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 217 MICROSOFT: DEALS
13.2.4 MATHWORKS
TABLE 218 MATHWORKS: BUSINESS OVERVIEW
TABLE 219 MATHWORKS: PRODUCTS OFFERED
TABLE 220 MATHWORKS: SERVICES OFFERED
TABLE 221 MATHWORKS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 222 MATHWORKS: DEALS
13.2.5 SAS
TABLE 223 SAS: BUSINESS OVERVIEW
FIGURE 51 SAS: COMPANY SNAPSHOT
TABLE 224 SAS: PRODUCTS OFFERED
TABLE 225 SAS: SERVICES OFFERED
TABLE 226 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 227 SAS: DEALS
13.2.6 CLOUDERA
TABLE 228 CLOUDERA: BUSINESS OVERVIEW
FIGURE 52 CLOUDERA: COMPANY SNAPSHOT
TABLE 229 CLOUDERA: PRODUCTS OFFERED
TABLE 230 CLOUDERA: SERVICES OFFERED
TABLE 231 CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 232 CLOUDERA: DEALS
13.2.7 TERADATA
TABLE 233 TERADATA: BUSINESS OVERVIEW
FIGURE 53 TERADATA: COMPANY SNAPSHOT
TABLE 234 TERADATA: PRODUCTS OFFERED
TABLE 235 TERADATA: SERVICES OFFERED
TABLE 236 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 237 TERADATA: DEALS
13.2.8 TIBCO
TABLE 238 TIBCO: BUSINESS OVERVIEW
TABLE 239 TIBCO: PRODUCTS OFFERED
TABLE 240 TIBCO: SERVICES OFFERED
TABLE 241 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 242 TIBCO: DEALS
13.2.9 AWS
TABLE 243 AWS: BUSINESS OVERVIEW
FIGURE 54 AWS: COMPANY SNAPSHOT
TABLE 244 AWS: PRODUCTS OFFERED
TABLE 245 AWS: SERVICES OFFERED
TABLE 246 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 247 AWS: DEALS
13.2.10 ALTERYX
TABLE 248 ALTERYX: BUSINESS OVERVIEW
FIGURE 55 ALTERYX: COMPANY SNAPSHOT
TABLE 249 ALTERYX: PRODUCTS OFFERED
TABLE 250 ALTERYX: SERVICES OFFERED
TABLE 251 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 252 ALTERYX: DEALS
13.2.11 RAPIDMINER
TABLE 253 RAPIDMINER: BUSINESS OVERVIEW
TABLE 254 RAPIDMINER: PRODUCTS OFFERED
TABLE 255 RAPIDMINER: SERVICES OFFERED
TABLE 256 RAPIDMINER: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 257 RAPIDMINER: DEALS
13.2.12 DATABRICKS
TABLE 258 DATABRICKS: BUSINESS OVERVIEW
TABLE 259 DATABRICKS: PRODUCTS OFFERED
TABLE 260 DATABRICKS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 261 DATABRICKS: DEALS
13.2.13 SNOWFLAKE
TABLE 262 SNOWFLAKE: BUSINESS OVERVIEW
FIGURE 56 SNOWFLAKE: COMPANY SNAPSHOT
TABLE 263 SNOWFLAKE: SOLUTIONS OFFERED
TABLE 264 SNOWFLAKE: SERVICES OFFERED
TABLE 265 SNOWFLAKE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 266 SNOWFLAKE: DEALS
13.2.14 H2O.AI
TABLE 267 H2O.AI: BUSINESS OVERVIEW
TABLE 268 H2O.AI: PRODUCTS OFFERED
TABLE 269 H2O.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 270 H2O.AI: DEALS
13.2.15 ANACONDA
TABLE 271 ANACONDA: BUSINESS OVERVIEW
TABLE 272 ANACONDA: PRODUCTS OFFERED
TABLE 273 ANACONDA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 274 ANACONDA: DEALS
13.2.16 ALTAIR
TABLE 275 ALTAIR: BUSINESS OVERVIEW
FIGURE 57 ALTAIR: COMPANY SNAPSHOT
TABLE 276 ALTAIR: PRODUCTS OFFERED
TABLE 277 ALTAIR: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 278 ALTAIR: DEALS
*Details on Business Overview, Products & Services, Recent Developments, COVID-19 Related Developments, MnM View might not be captured in case of unlisted companies.
13.3 SMES/START-UPS
13.3.1 SAP
13.3.2 DOMINO DATA LAB
13.3.3 DATAIKU
13.3.4 DATAROBOT
13.3.5 APHERIS
13.3.6 COMET
13.3.7 DATABAND
13.3.8 DOTDATA
13.3.9 EXPLORIUM
13.3.10 NOOGATA
13.3.11 TECTON
13.3.12 SPELL
13.3.13 ARRIKTO
13.3.14 ITERATIVE
14 ADJACENT AND RELATED MARKETS
14.1 DATA GOVERNANCE MARKET—GLOBAL FORECAST TO 2025
14.1.1 MARKET DEFINITION
14.1.2 MARKETS OVERVIEW
14.1.2.1 Data governance market, by application
TABLE 279 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 280 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.1.2.2 Data governance market, by component
TABLE 281 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 282 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
14.1.2.3 Data governance market, by deployment model
TABLE 283 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
TABLE 284 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
14.1.2.4 Data governance market, by organization size
TABLE 285 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 286 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
14.1.2.5 Data governance market, by vertical
TABLE 287 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 288 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.1.2.6 Data governance market, by region
TABLE 289 DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 290 DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
14.1.3 DATA DISCOVERY MARKET—GLOBAL FORECAST TO 2025
14.1.3.1 Market definition
14.1.3.2 Market overview
14.1.3.3 Data discovery market, by component
TABLE 291 DATA DISCOVERY MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 292 DATA DISCOVERY MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 293 DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION)
TABLE 294 DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 295 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 296 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.1.3.4 Data discovery market, by organization size
TABLE 297 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 298 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
14.1.3.5 Data discovery market, by deployment mode
TABLE 299 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 300 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 301 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 302 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.1.3.6 Data discovery market, by functionality
TABLE 303 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION)
TABLE 304 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION)
14.1.3.7 Data discovery market, by application
TABLE 305 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 306 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.1.3.8 Data discovery market, by vertical
TABLE 307 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 308 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.1.3.9 Data discovery market, by region
TABLE 309 DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 310 DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
1.3 COVID-19 ECONOMIC ASSESSMENT
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
1.4 OBJECTIVES OF THE STUDY
1.5 MARKET DEFINITION
1.5.1 INCLUSIONS AND EXCLUSIONS
1.6 MARKET SCOPE
1.6.1 MARKET SEGMENTATION
1.6.2 REGIONS COVERED
1.6.3 YEARS CONSIDERED FOR THE STUDY
1.7 CURRENCY CONSIDERED
TABLE 1 USD EXCHANGE RATE, 2018–2021
1.8 STAKEHOLDERS
1.9 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 6 GLOBAL DATA SCIENCE PLATFORM MARKET: RESEARCH DESIGN
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
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE DATA SCIENCE PLATFORM MARKET
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF
THE DATA SCIENCE PLATFORM MARKET
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE DATA SCIENCE PLATFORM MARKET
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF DATA SCIENCE PLATFORM THROUGH THE OVERALL DATA SCIENCE PLATFORM SPENDING
FIGURE 11 DATA SCIENCE PLATFORM MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
2.4 COMPANY EVALUATION MATRIX
FIGURE 12 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.5 STARTUP/SME EVALUATION MATRIX METHODOLOGY
FIGURE 13 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6 ASSUMPTIONS FOR THE STUDY
2.7 LIMITATIONS OF THE STUDY
3 EXECUTIVE SUMMARY
TABLE 2 GLOBAL DATA SCIENCE PLATFORM MARKET SIZE AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y%)
TABLE 3 GLOBAL DATA SCIENCE PLATFORM MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y%)
FIGURE 14 DATA SCIENCE PLATFORM COMPONENT SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 15 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
FIGURE 16 DEPLOYMENT AND INTEGRATION SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2021
FIGURE 17 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
FIGURE 18 ON-PREMISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 19 MARKETING SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
FIGURE 20 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL CONTRIBUTES TO THE HIGHEST MARKET REVENUE IN 2021
FIGURE 21 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2021
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES IN THE DATA SCIENCE PLATFORM MARKET
FIGURE 22 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES, SUCH AS BIG DATA, ML, ANALYTICS, IOT, AND AI, TO DRIVE THE MARKET GROWTH
4.2 DATA SCIENCE PLATFORM MARKET: TOP THREE INDUSTRY VERTICALS
FIGURE 23 BFSI VERTICAL TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
4.3 DATA SCIENCE PLATFORM MARKET, BY REGION
FIGURE 24 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
4.4 NORTH AMERICA: DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION AND INDUSTRY VERTICAL
FIGURE 25 MARKETING BUSINESS FUNCTION AND BFSI INDUSTRY VERTICAL TO ACCOUNT FOR THE LARGEST SHARES IN THE DATA SCIENCE PLATFORM MARKET IN 2021
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 26 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA SCIENCE PLATFORM MARKET
5.2.1 DRIVERS
5.2.1.1 Astonishing growth of big data
5.2.1.2 Rising adoption of cloud-based solutions
5.2.1.3 Rising application of the data science platform in various industries
5.2.1.4 Growing need to extract in-depth insights from voluminous data to gain competitive advantage
5.2.2 RESTRAINTS
5.2.2.1 Lack of clarity on business problem
5.2.2.2 Stringent government rules and regulations
5.2.3 OPPORTUNITIES
5.2.3.1 Higher inclination of enterprises toward data-intensive business strategies
5.2.3.2 Rising adoption of advanced technologies
5.2.4 CHALLENGES
5.2.4.1 Lack of adequately skilled workforce
5.2.4.2 Data privacy, security, and reliability concerns
5.3 USE CASES
5.3.1 BANKING, FINANCIAL SERVICES AND INSURANCE
5.3.1.1 Use Case 1: CBA uses H2O AI Cloud capabilities to generate better customer and community outcomes at a greater pace and scale
5.3.2 TELECOMMUNICATION AND INFORMATION TECHNOLOGY
5.3.2.1 Use Case 2: AT&T uses H2O.AI to address a broad range of use cases, from marketing and sales to network availability and maintenance
5.3.3 RETAIL AND CONSUMER GOODS
5.3.3.1 Use Case 3: Azure Databricks offers a Unified Data Analytics Platform for Reckitt to improve cost optimization
5.3.4 GOVERNMENT AND DEFENSE
5.3.4.1 Use Case 4: Project Odyssey uses SAS software for data integration and intelligent data mining of large sets of ballistics and crime information data
5.3.5 MEDIA AND ENTERTAINMENT
5.3.5.1 Use Case 5: Comcast uses H2O AI CLOUD to enhance customer experience
5.3.6 MANUFACTURING
5.3.6.1 Use Case 6: ENGIE Digital uses Amazon SageMaker for predictive maintenance at power plants
5.3.7 HEALTHCARE AND LIFE SCIENCES
5.3.7.1 Use Case 7: Department of Nursing uses TIBCO Data Science Software to strengthen the training process
5.3.8 TRANSPORT AND LOGISTICS
5.3.8.1 Use Case 8: Transport for London uses RapidMiner to aid the performance of the road network
5.3.9 ENERGY AND UTILITIES
5.3.9.1 Use Case 9: Blue River Analytics uses TIBCO Data Science to save time, reduce costs, and increase productivity
5.4 PATENT ANALYSIS
5.4.1 METHODOLOGY
5.4.2 DOCUMENT TYPE
TABLE 4 PATENTS FILED, 2019–2022
5.4.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 27 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021
5.4.3.1 Top applicants
FIGURE 28 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022
5.5 KEY COMPONENTS AND CHARACTERISTICS OF THE DATA SCIENCE PLATFORM
FIGURE 29 DATA SCIENCE PLATFORM
5.6 DATA SCIENCE PLATFORM ECOSYSTEM
TABLE 5 DATA SCIENCE PLATFORM MARKET: ECOSYSTEM
5.7 SUPPLY CHAIN ANALYSIS
FIGURE 30 SUPPLY CHAIN ANALYSIS
5.8 PRICING MODEL ANALYSIS
TABLE 6 PRICING MODEL
5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE DATA SCIENCE PLATFORM MARKET
FIGURE 31 DATA SCIENCE PLATFORM MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
5.10 PORTER’S FIVE FORCES ANALYSIS
FIGURE 32 DATA SCIENCE PLATFORM MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 7 DATA SCIENCE PLATFORM MARKET: PORTER’S FIVE FORCES ANALYSIS
5.10.1 THREAT OF NEW ENTRANTS
5.10.2 THREAT OF SUBSTITUTES
5.10.3 BARGAINING POWER OF SUPPLIERS
5.10.4 BARGAINING POWER OF BUYERS
5.10.5 INTENSITY OF COMPETITIVE RIVALRY
5.11 TECHNOLOGICAL ANALYSIS
5.11.1 ARTIFICIAL INTELLIGENCE
5.11.2 MACHINE LEARNING
5.11.3 DEEP LEARNING
5.11.4 NATURAL LANGUAGE PROCESSING
5.11.5 INTERNET OF THINGS
5.11.6 CLOUD COMPUTING
5.12 REGULATORY IMPLICATIONS
5.12.1 GENERAL DATA PROTECTION REGULATION
5.12.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.12.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.12.4 SARBANES-OXLEY ACT OF 2002
5.12.5 SOC 2 TYPE II COMPLIANCE
5.12.6 ISO/IEC 27001
5.12.7 THE GRAMM–LEACH–BLILEY ACT
5.13 DATA SCIENCE PLATFORM MARKET: COVID-19 IMPACT
6 DATA SCIENCE PLATFORM MARKET, BY COMPONENT
6.1 INTRODUCTION
6.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY COMPONENT
FIGURE 33 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 8 DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 9 DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
6.1.2 COMPONENTS: DATA SCIENCE PLATFORM MARKET DRIVERS
6.2 PLATFORM
TABLE 10 PLATFORM: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 11 PLATFORM: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3 SERVICES
FIGURE 34 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 12 DATA SCIENCE PLATFORM MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 13 DATA SCIENCE PLATFORM MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 14 SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 15 SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.1 MANAGED SERVICES
TABLE 16 MANAGED SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 17 MANAGED SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.2 PROFESSIONAL SERVICES
TABLE 18 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 19 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
FIGURE 35 SUPPORT AND MAINTENANCE SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 20 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY TYPE, 2016–2020 (USD MILLION)
TABLE 21 PROFESSIONAL SERVICES: DATA SCIENCE PLATFORM MARKET, BY TYPE, 2021–2026 (USD MILLION)
6.3.3 CONSULTING
TABLE 22 CONSULTING DATA SCIENCE PLATFORM SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 23 CONSULTING DATA SCIENCE PLATFORM SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.4 DEPLOYMENT AND INTEGRATION
TABLE 24 DEPLOYMENT AND INTEGRATION: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 25 DEPLOYMENT AND INTEGRATION: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.5 SUPPORT AND MAINTENANCE
TABLE 26 SUPPORT AND MAINTENANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 27 SUPPORT AND MAINTENANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7 DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION
7.1 INTRODUCTION
7.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION
FIGURE 36 FINANCE AND ACCOUNTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 28 DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 29 DATA SCIENCE PLATFORM MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
7.1.2 BUSINESS FUNCTIONS: DATA SCIENCE PLATFORM MARKET DRIVERS
7.2 MARKETING
TABLE 30 MARKETING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 31 MARKETING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.3 SALES
TABLE 32 SALES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 33 SALES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.4 LOGISTICS
TABLE 34 LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 35 LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.5 FINANCE AND ACCOUNTING
TABLE 36 FINANCE AND ACCOUNTING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 37 FINANCE AND ACCOUNTING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.6 CUSTOMER SUPPORT
TABLE 38 CUSTOMER SUPPORT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 39 CUSTOMER SUPPORT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
7.7 OTHER BUSINESS FUNCTIONS
TABLE 40 OTHER BUSINESS FUNCTIONS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 41 OTHER BUSINESS FUNCTIONS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
8 DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE
8.1 INTRODUCTION
8.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE
FIGURE 37 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 42 DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 43 DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
8.1.2 DEPLOYMENT MODES: DATA SCIENCE PLATFORM MARKET DRIVERS
8.2 ON-PREMISES
TABLE 44 ON-PREMISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 45 ON-PREMISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
8.3 CLOUD
TABLE 46 CLOUD: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 47 CLOUD: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
9 DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE
9.1 INTRODUCTION
9.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE
FIGURE 38 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 48 DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 49 DATA SCIENCE PLATFORM MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
9.1.2 ORGANIZATION SIZE: DATA SCIENCE PLATFORM MARKET DRIVERS
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 50 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 51 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
9.3 LARGE ENTERPRISES
TABLE 52 LARGE ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 53 LARGE ENTERPRISES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10 DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL
10.1 INTRODUCTION
10.1.1 COVID-19 IMPACT ON THE DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL
FIGURE 39 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 54 DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 55 DATA SCIENCE PLATFORM MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
10.1.2 INDUSTRY VERTICALS: DATA SCIENCE PLATFORM MARKET DRIVERS
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 56 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 57 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.3 TELECOMMUNICATIONS AND IT
TABLE 58 TELECOMMUNICATIONS AND IT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 59 TELECOMMUNICATIONS AND IT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.4 RETAIL AND ECOMMERCE
TABLE 60 RETAIL AND ECOMMERCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 61 RETAIL AND ECOMMERCE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.5 HEALTHCARE AND LIFE SCIENCES
TABLE 62 HEALTHCARE AND LIFE SCIENCES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 63 HEALTHCARE AND LIFE SCIENCES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.6 GOVERNMENT AND DEFENSE
TABLE 64 GOVERNMENT AND DEFENSE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 65 GOVERNMENT AND DEFENSE: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.7 MEDIA AND ENTERTAINMENT
TABLE 66 MEDIA AND ENTERTAINMENT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 67 MEDIA AND ENTERTAINMENT: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.8 MANUFACTURING
TABLE 68 MANUFACTURING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 69 MANUFACTURING: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.9 TRANSPORTATION AND LOGISTICS
TABLE 70 TRANSPORTATION AND LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 71 TRANSPORTATION AND LOGISTICS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.10 ENERGY AND UTILITIES
TABLE 72 ENERGY AND UTILITIES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 73 ENERGY AND UTILITIES: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
10.11 OTHER INDUSTRY VERTICALS
TABLE 74 OTHER INDUSTRY VERTICALS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 75 OTHER INDUSTRY VERTICALS: DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
11 DATA SCIENCE PLATFORM MARKET, BY REGION
11.1 INTRODUCTION
FIGURE 40 ASIA PACIFIC TO ACHIEVE THE HIGHEST GROWTH IN THE DATA SCIENCE PLATFORM MARKET DURING THE FORECAST PERIOD
FIGURE 41 INDIA TO ACHIEVE THE HIGHEST GROWTH IN THE DATA SCIENCE PLATFORM MARKET DURING THE FORECAST PERIOD
TABLE 76 DATA SCIENCE PLATFORM MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 77 DATA SCIENCE PLATFORM MARKET, BY REGION, 2021–2026 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: DATA SCIENCE PLATFORM MARKET DRIVERS
11.2.2 NORTH AMERICA: COVID-19 IMPACT
11.2.3 NORTH AMERICA: REGULATIONS
11.2.3.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
11.2.3.2 Gramm-Leach-Bliley (GLB) Act
11.2.3.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
11.2.3.4 Federal Information Security Management Act (FISMA)
11.2.3.5 Federal Information Processing Standards (FIPS)
11.2.3.6 California Consumer Privacy Act (CSPA)
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
TABLE 78 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 79 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 80 NORTH AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 81 NORTH AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 82 NORTH AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 83 NORTH AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 84 NORTH AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 85 NORTH AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 86 NORTH AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 87 NORTH AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 88 NORTH AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 89 NORTH AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 90 NORTH AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 91 NORTH AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 92 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 93 NORTH AMERICA: DATA SCIENCE PLATFORM, BY COUNTRY, 2021–2026 (USD MILLION)
11.2.4 UNITED STATES
TABLE 94 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 95 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 96 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 97 UNITED STATES: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
11.2.5 CANADA
TABLE 98 CANADA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 99 CANADA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 100 CANADA: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 101 CANADA: DATA SCIENCE PLATFORM MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
11.3 EUROPE
11.3.1 EUROPE: DATA SCIENCE PLATFORM MARKET DRIVERS
11.3.2 EUROPE: COVID-19 IMPACT
11.3.3 EUROPE: TARIFFS AND REGULATIONS
11.3.3.1 GDPR 2016/679 is a regulation in the EU
11.3.3.2 General Data Protection Regulation
11.3.3.3 European Committee for Standardization
11.3.3.4 European Technical Standards Institute
TABLE 102 EUROPE: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 103 EUROPE: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 104 EUROPE: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 105 EUROPE: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 106 EUROPE: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 107 EUROPE: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 108 EUROPE: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 109 EUROPE: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 110 EUROPE: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 111 EUROPE: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 112 EUROPE: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 113 EUROPE: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 114 EUROPE: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 115 EUROPE: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 116 EUROPE: DATA SCIENCE PLATFORM MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 117 EUROPE: DATA SCIENCE PLATFORM MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.3.4 UNITED KINGDOM
TABLE 118 UNITED KINGDOM: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 119 UNITED KINGDOM: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.5 GERMANY
TABLE 120 GERMANY: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 121 GERMANY: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.6 FRANCE
TABLE 122 FRANCE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 123 FRANCE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.7 REST OF EUROPE
TABLE 124 REST OF EUROPE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 125 REST OF EUROPE: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET DRIVERS
11.4.2 ASIA PACIFIC: COVID-19 IMPACT
11.4.3 ASIA PACIFIC: REGULATIONS
11.4.3.1 Privacy Commissioner for Personal Data
11.4.3.2 Act on the Protection of Personal Information
11.4.3.3 Critical Information Infrastructure
11.4.3.4 International Organization for Standardization 27001
11.4.3.5 Personal Data Protection Act
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 126 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 127 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 128 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 129 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 130 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 131 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 132 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 133 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 134 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 135 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 136 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 137 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 138 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 139 ASIA PACIFIC: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 140 ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2016–2020 (USD MILLION)
TABLE 141 ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2021–2026 (USD MILLION)
11.4.4 CHINA
TABLE 142 CHINA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 143 CHINA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.5 JAPAN
TABLE 144 JAPAN: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 145 JAPAN: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.6 INDIA
TABLE 146 INDIA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 147 INDIA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.7 REST OF ASIA PACIFIC
TABLE 148 REST OF ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 149 REST OF ASIA PACIFIC: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5 MIDDLE EAST AND AFRICA
11.5.1 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM MARKET DRIVERS
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS
11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
11.5.3.2 GDPR Applicability in KSA
11.5.3.3 Protection of Personal Information Act (POPIA)
TABLE 150 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 151 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 152 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 153 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 154 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 155 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 156 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 157 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 158 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 159 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 160 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 161 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 162 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 163 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 164 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2016–2020 (USD MILLION)
TABLE 165 MIDDLE EAST AND AFRICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2021–2026 (USD MILLION)
11.5.4 MIDDLE EAST
TABLE 166 MIDDLE EAST: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 167 MIDDLE EAST: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.5 AFRICA
TABLE 168 AFRICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 169 AFRICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.6 REST OF THE MIDDLE EAST AND AFRICA
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: DATA SCIENCE PLATFORM MARKET DRIVERS
11.6.2 LATIN AMERICA: COVID-19 IMPACT
11.6.3 LATIN AMERICA: REGULATIONS
11.6.3.1 Brazil Data Protection Law
11.6.3.2 Argentina Personal Data Protection Law No. 25.326
TABLE 170 LATIN AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 171 LATIN AMERICA: DATA SCIENCE PLATFORM, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 172 LATIN AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 173 LATIN AMERICA: DATA SCIENCE PLATFORM, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 174 LATIN AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 175 LATIN AMERICA: DATA SCIENCE PLATFORM, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 176 LATIN AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 177 LATIN AMERICA: DATA SCIENCE PLATFORM, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 178 LATIN AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 179 LATIN AMERICA: DATA SCIENCE PLATFORM, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 180 LATIN AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 181 LATIN AMERICA: DATA SCIENCE PLATFORM, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 182 LATIN AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 183 LATIN AMERICA: DATA SCIENCE PLATFORM, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 184 LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2016–2020 (USD MILLION)
TABLE 185 LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COUNTRY/REGION, 2021–2026 (USD MILLION)
11.6.4 BRAZIL
TABLE 186 BRAZIL: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 187 BRAZIL: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.6.5 MEXICO
TABLE 188 MEXICO: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 189 MEXICO: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.6.6 REST OF LATIN AMERICA
TABLE 190 REST OF LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 191 REST OF LATIN AMERICA: DATA SCIENCE PLATFORM MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
12.3 REVENUE ANALYSIS
FIGURE 44 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS
12.4 MARKET SHARE ANALYSIS
FIGURE 45 MARKET SHARE ANALYSIS FOR KEY COMPANIES
TABLE 192 DATA SCIENCE PLATFORM MARKET: DEGREE OF COMPETITION
12.5 COMPANY EVALUATION QUADRANT
12.5.1 STARS
12.5.2 EMERGING LEADERS
12.5.3 PERVASIVE
12.5.4 PARTICIPANT
FIGURE 46 KEY DATA SCIENCE PLATFORM MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2021
12.6 COMPETITIVE BENCHMARKING
12.6.1 COMPANY PRODUCT FOOTPRINT
TABLE 193 COMPANY PRODUCT FOOTPRINT
12.6.2 COMPANY REGION FOOTPRINT
TABLE 194 COMPANY REGION FOOTPRINT
TABLE 195 DATA SCIENCE PLATFORM MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS
TABLE 196 DATA SCIENCE PLATFORM MARKET: DETAILED LIST OF KEY PLAYERS
12.7 STARTUP/SME EVALUATION QUADRANT
12.7.1 PROGRESSIVE COMPANIES
12.7.2 RESPONSIVE COMPANIES
12.7.3 DYNAMIC COMPANIES
12.7.4 STARTING BLOCKS
FIGURE 47 STARTUP/SME DATA SCIENCE PLATFORM MARKET EVALUATION QUADRANT, 2021
12.8 STARTUP/SME COMPETITIVE BENCHMARKING
12.8.1 COMPANY PRODUCT FOOTPRINT
TABLE 197 STARTUP/SME COMPANY OFFERING FOOTPRINT
12.8.2 COMPANY REGION FOOTPRINT
TABLE 198 STARTUP/SME COMPANY REGION FOOTPRINT
TABLE 199 DATA SCIENCE PLATFORM MARKET: DETAILED LIST OF KEYS STARTUP/SMES
TABLE 200 DATA SCIENCE PLATFORM MARKET COMPETITIVE BENCHMARKING OF KEY STARTUP/SMES
12.9 COMPETITIVE SCENARIO AND TRENDS
12.9.1 PRODUCT LAUNCHES
TABLE 201 DATA SCIENCE PLATFORM MARKET: PRODUCT LAUNCHES, APRIL 2020– FEBRUARY 2022
12.9.2 DEALS
TABLE 202 DATA SCIENCE PLATFORM MARKET: DEALS, FEBRUARY 2019–FEBRUARY 2022
13 COMPANY PROFILES
13.1 INTRODUCTION
13.2 MAJOR PLAYERS
(Business Overview, Products & Services, Key Insights, Recent Developments, COVID-19 Related Developmets, MnM View)*
13.2.1 IBM
TABLE 203 IBM: BUSINESS OVERVIEW
FIGURE 48 IBM: COMPANY SNAPSHOT
TABLE 204 IBM: PRODUCTS OFFERED
TABLE 205 IBM: SERVICES OFFERED
TABLE 206 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 207 IBM: DEALS
13.2.2 GOOGLE
TABLE 208 GOOGLE: BUSINESS OVERVIEW
FIGURE 49 GOOGLE: COMPANY SNAPSHOT
TABLE 209 GOOGLE: PRODUCTS OFFERED
TABLE 210 GOOGLE: SERVICES OFFERED
TABLE 211 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 212 GOOGLE: DEALS
13.2.3 MICROSOFT
TABLE 213 MICROSOFT: BUSINESS OVERVIEW
FIGURE 50 MICROSOFT: COMPANY SNAPSHOT
TABLE 214 MICROSOFT: PRODUCTS OFFERED
TABLE 215 MICROSOFT: SERVICES OFFERED
TABLE 216 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 217 MICROSOFT: DEALS
13.2.4 MATHWORKS
TABLE 218 MATHWORKS: BUSINESS OVERVIEW
TABLE 219 MATHWORKS: PRODUCTS OFFERED
TABLE 220 MATHWORKS: SERVICES OFFERED
TABLE 221 MATHWORKS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 222 MATHWORKS: DEALS
13.2.5 SAS
TABLE 223 SAS: BUSINESS OVERVIEW
FIGURE 51 SAS: COMPANY SNAPSHOT
TABLE 224 SAS: PRODUCTS OFFERED
TABLE 225 SAS: SERVICES OFFERED
TABLE 226 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 227 SAS: DEALS
13.2.6 CLOUDERA
TABLE 228 CLOUDERA: BUSINESS OVERVIEW
FIGURE 52 CLOUDERA: COMPANY SNAPSHOT
TABLE 229 CLOUDERA: PRODUCTS OFFERED
TABLE 230 CLOUDERA: SERVICES OFFERED
TABLE 231 CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 232 CLOUDERA: DEALS
13.2.7 TERADATA
TABLE 233 TERADATA: BUSINESS OVERVIEW
FIGURE 53 TERADATA: COMPANY SNAPSHOT
TABLE 234 TERADATA: PRODUCTS OFFERED
TABLE 235 TERADATA: SERVICES OFFERED
TABLE 236 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 237 TERADATA: DEALS
13.2.8 TIBCO
TABLE 238 TIBCO: BUSINESS OVERVIEW
TABLE 239 TIBCO: PRODUCTS OFFERED
TABLE 240 TIBCO: SERVICES OFFERED
TABLE 241 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 242 TIBCO: DEALS
13.2.9 AWS
TABLE 243 AWS: BUSINESS OVERVIEW
FIGURE 54 AWS: COMPANY SNAPSHOT
TABLE 244 AWS: PRODUCTS OFFERED
TABLE 245 AWS: SERVICES OFFERED
TABLE 246 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 247 AWS: DEALS
13.2.10 ALTERYX
TABLE 248 ALTERYX: BUSINESS OVERVIEW
FIGURE 55 ALTERYX: COMPANY SNAPSHOT
TABLE 249 ALTERYX: PRODUCTS OFFERED
TABLE 250 ALTERYX: SERVICES OFFERED
TABLE 251 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 252 ALTERYX: DEALS
13.2.11 RAPIDMINER
TABLE 253 RAPIDMINER: BUSINESS OVERVIEW
TABLE 254 RAPIDMINER: PRODUCTS OFFERED
TABLE 255 RAPIDMINER: SERVICES OFFERED
TABLE 256 RAPIDMINER: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 257 RAPIDMINER: DEALS
13.2.12 DATABRICKS
TABLE 258 DATABRICKS: BUSINESS OVERVIEW
TABLE 259 DATABRICKS: PRODUCTS OFFERED
TABLE 260 DATABRICKS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 261 DATABRICKS: DEALS
13.2.13 SNOWFLAKE
TABLE 262 SNOWFLAKE: BUSINESS OVERVIEW
FIGURE 56 SNOWFLAKE: COMPANY SNAPSHOT
TABLE 263 SNOWFLAKE: SOLUTIONS OFFERED
TABLE 264 SNOWFLAKE: SERVICES OFFERED
TABLE 265 SNOWFLAKE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 266 SNOWFLAKE: DEALS
13.2.14 H2O.AI
TABLE 267 H2O.AI: BUSINESS OVERVIEW
TABLE 268 H2O.AI: PRODUCTS OFFERED
TABLE 269 H2O.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 270 H2O.AI: DEALS
13.2.15 ANACONDA
TABLE 271 ANACONDA: BUSINESS OVERVIEW
TABLE 272 ANACONDA: PRODUCTS OFFERED
TABLE 273 ANACONDA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 274 ANACONDA: DEALS
13.2.16 ALTAIR
TABLE 275 ALTAIR: BUSINESS OVERVIEW
FIGURE 57 ALTAIR: COMPANY SNAPSHOT
TABLE 276 ALTAIR: PRODUCTS OFFERED
TABLE 277 ALTAIR: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 278 ALTAIR: DEALS
*Details on Business Overview, Products & Services, Recent Developments, COVID-19 Related Developments, MnM View might not be captured in case of unlisted companies.
13.3 SMES/START-UPS
13.3.1 SAP
13.3.2 DOMINO DATA LAB
13.3.3 DATAIKU
13.3.4 DATAROBOT
13.3.5 APHERIS
13.3.6 COMET
13.3.7 DATABAND
13.3.8 DOTDATA
13.3.9 EXPLORIUM
13.3.10 NOOGATA
13.3.11 TECTON
13.3.12 SPELL
13.3.13 ARRIKTO
13.3.14 ITERATIVE
14 ADJACENT AND RELATED MARKETS
14.1 DATA GOVERNANCE MARKET—GLOBAL FORECAST TO 2025
14.1.1 MARKET DEFINITION
14.1.2 MARKETS OVERVIEW
14.1.2.1 Data governance market, by application
TABLE 279 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 280 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.1.2.2 Data governance market, by component
TABLE 281 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 282 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
14.1.2.3 Data governance market, by deployment model
TABLE 283 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
TABLE 284 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
14.1.2.4 Data governance market, by organization size
TABLE 285 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 286 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
14.1.2.5 Data governance market, by vertical
TABLE 287 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 288 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.1.2.6 Data governance market, by region
TABLE 289 DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 290 DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
14.1.3 DATA DISCOVERY MARKET—GLOBAL FORECAST TO 2025
14.1.3.1 Market definition
14.1.3.2 Market overview
14.1.3.3 Data discovery market, by component
TABLE 291 DATA DISCOVERY MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 292 DATA DISCOVERY MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 293 DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION)
TABLE 294 DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 295 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 296 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.1.3.4 Data discovery market, by organization size
TABLE 297 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 298 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
14.1.3.5 Data discovery market, by deployment mode
TABLE 299 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 300 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 301 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 302 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.1.3.6 Data discovery market, by functionality
TABLE 303 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION)
TABLE 304 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION)
14.1.3.7 Data discovery market, by application
TABLE 305 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 306 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.1.3.8 Data discovery market, by vertical
TABLE 307 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 308 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.1.3.9 Data discovery market, by region
TABLE 309 DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 310 DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
