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Data Science And Predictive Analytics Market By Component (Solution, Services) By Application (Financial Risk Analysis, Marketing & Sales Analysis, Customer Analysis, Supply Chain Analytics)- Growth, Future Prospects & Competitive Analysis, 2016 – 2030

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Published: | Report ID: 19989 | Report Format : PDF

Key Highlights of the Report

The global Data Science And Predictive Analytics Market is classified into three categories: component, application, and geography. The most popular category based on component is solution data science and predictive analytics, while the financial risk analysis category governs market demand in the application segment, with North America leading the market expansion.

Big data and other associated technologies are becoming increasingly popular, and there is a growing demand for real-time analytics capabilities. Additionally, market barriers include concerns about data security and privacy, as well as a scarcity of qualified personnel. However, there are substantial hurdles in the market, such as Data Integration Difficulties and a Lack of Standardization.

Despite this, the worldwide Data Science And Predictive Analytics market provides substantial potential prospects, such as the increasing use of linked and integrated technology, as well as internet usage and Big Data Analytics. Furthermore, the use of predictive analytics in healthcare and life sciences will be expanded in the future.

Data Science and Predictive Analytics Market

Market Overview

The global Data Science and Predictive Analytics Market has witnessed steady growth in recent years and is expected to continue growing at a CAGR of 22.60% between 2023 and 2030. The market was valued at USD 14.5 Billion in 2022 and is expected to reach USD 60.3 Billion in 2030.

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What Are The Main Drivers Of The Global Data Science And Predictive Analytics Market?

The global Data Science And Predictive Analytics Market is driven by several factors, including a Big data and other related technologies are becoming increasingly prevalent, and there is a growing demand for real-time analytics capabilities.

What Are The Major Challenges Faced By The Global Data Science And Predictive Analytics Market?

The global Data Science And Predictive Analytics Market also faces several challenges, including the rising popularity of online games and economic instability, which can impact consumer spending.

What Are The Growth Opportunities In The Global Data Science and Predictive Analytics Market?

The global Data Science And Predictive Analytics Market offers significant growth opportunities, including The rising use of linked and integrated technology, as well as internet usage and Big Data Analytics.

Executive Summary

Overview of the Global Data Science And Predictive Analytics Market

The data science and predictive analytics market is a fast increasing business that is likely to increase more in the future years. The market is being pushed by an increase in demand for sophisticated analytics tools that can assist organizations in gaining insights from big and complicated data sets. The market covers a wide range of software solutions, such as data visualization tools, statistical analysis software, machine learning platforms, and other sophisticated analytics tools. The market is also being driven by the increasing use of big data and the growing demand for real-time analytics capabilities. The market is very competitive, with both established businesses and new entrants striving for market share.

Market Definition

The data science and predictive analytics market refers to the industry that provides software solutions and services that allow businesses to analyze and interpret large amounts of data, find patterns and trends, and make data-driven choices. This market contains a diverse set of software solutions, such as data visualization tools, statistical analysis software, machine learning platforms, and other sophisticated analytics tools.

Market Insights

  • The global demand for Data Science and Predictive Analyticss was valued at USD 14.5 Billion in 2022 and is expected to reach USD 60.3 Billion in 2030, growing at a CAGR of 22.60% between 2023 and 2030.
  • In 2022, the solution segment will account for 63% of sales; the service sector is predicted to grow at a substantial CAGR throughout the projection period.
  • In the data science and predictive analytics industry, the financial risk analysis segment regulates market demand, marketing and sales analysis is predicted to have the market’s greatest compound annual growth rate (CAGR).
  • In 2022, North America will account for 46% of total sales, Asia Pacific is expected to have the highest CAGR during the projection period.
  • Big data and other related technologies are becoming increasingly prevalent, and there is a growing demand for real-time analytics capabilities are the major drivers of the market.
  • Concerns concerning data security and privacy, as well as a scarcity of competent professionals are the main restraints.
  • The rising use of linked and integrated technology, as well as internet usage and Big Data Analytics are the major opportunities in the market.

Segmentation by Component

  • In 2022, the solution segment will account for 63% of sales.
  • The service sector is predicted to grow at a substantial CAGR throughout the projection period.

Segmentation by Application

  • In the data science and predictive analytics industry, the financial risk analysis segment regulates market demand.
  •  Marketing and sales analysis is predicted to have the market’s greatest compound annual growth rate (CAGR).

Segmentation by Region

  • In 2022, North America will account for 46% of total sales.
  • Asia Pacific is expected to have the highest CAGR during the projection period.
  • The rest of the World, including Latin America, The Middle East, and Africa, contributes the remainder to the demand for Data Science and Predictive Analytics.

Big Data and other related technologies are becoming more popular, and there is an increasing need for real-time analytics skills. These factors can be attributed to the increased need for Data Science and Predictive Analytics. However, the business is hampered by concerns about data security and privacy, as well as a scarcity of experienced personnel.

North America dominates the market as a whole. This might be attributed to technological advancements and the importance of market actors, particularly in the United States. Furthermore, venture capitalists’ investment in new competitors is projected to reduce industry competitiveness. Growing developments in the processes and techniques used to develop predictive analytics solutions are expected to generate major business opportunities for established companies. Furthermore, there is a significant demand for these solutions as people become more aware of predictive analytics approaches and their importance.

Asia Pacific is expected to have the highest CAGR during the projection period. The regional market’s quick expansion is due to the rapid development and utilization of advanced predictive analytics technologies. Furthermore, the larger potential of the Asia Pacific market motivates solution and service providers to expand their presence there. In addition, rising interest in and investment in cutting-edge technologies like machine learning, IoT, and artificial intelligence are anticipated to drive this market.

Overall, the rise in popularity of Big Data and other related technologies, as well as the increasing requirement for real-time analytics capabilities, may be attributed to the growing need for Data Science and Predictive Analytics.

Big Data And Other Associated Technologies Are Becoming More Common

Using cutting-edge technologies such as the cloud, big data analytics, the Internet of Things, mobile, and social media has stimulated innovation and change, which has supported business ecosystem development. Because of digital technology, a new way of doing business has supplanted the previous methodology. For example, internet services are now widely employed in the banking and finance industries, resulting in a surge in online ventures and websites. According to Usabilla (Netherlands) in a June 2020 blog post, the top 100 companies are 50% more likely to view consumer empowerment as a critical aspect in company success. According to the blog, 92% of executives embraced cutting-edge digital transformation approaches to improve the experiences of their customers.

Increasing Demand For Real-Time Analytics Capabilities

Real-time analytics entails the processing and analysis of data as it is generated, allowing businesses to acquire insights and make choices in real time. With enterprises’ rising volume and velocity of data generation, the requirement for real-time analytics capabilities is becoming more critical. Real-time analytics can assist firms in improving operating efficiency, lowering costs, and improving customer experiences.

As organizations strive to acquire insights from the huge volumes of data created by connected devices, the advent of the Internet of Things (IoT) is increasing demand for real-time analytics capabilities. As a result, organizations in the data science and predictive analytics markets are creating new and improved real-time analytics technologies to fulfill their clients’ increasing needs.

A Scarcity Of Skilled Professionals

The data science and predictive analytics sector requires people with a strong background in statistics, mathematics, and computer science and expertise working with big and complicated data sets. However, there is a present shortage of skilled experts in this industry, making it challenging for enterprises to locate the talent they require to deploy and maintain data science and predictive analytics systems. This scarcity of experienced individuals is also raising the cost of hiring and keeping employees in this industry.

As a result, organizations in the data science and predictive analytics sector are investing in training programs and other activities to improve the capabilities of their existing employees and recruit new talent. However, this is a long-term solution, and a lack of experienced individuals is expected to continue to be a major impediment to the growth of the data science and predictive analytics market in the near term.

Concerns About Data Security And Privacy

Data security and privacy concerns are another major impediment to the data science and predictive analytics sector. The growing use of data science and predictive analytics tools generates massive amounts of data, most of it sensitive and confidential. This includes personal information, financial data, and other sensitive information that businesses must safeguard against unauthorized access and use. Businesses must take safeguards to protect themselves and their customers against data breaches and cyber assaults, which are growing more common. Implementing strong data security and privacy rules, as well as investing in modern security solutions to protect against cyber attacks, are all part of this.

However, implementing these procedures can be costly and time-consuming, and many businesses may lack the necessary resources and experience. As a result, as companies seek to combine the benefits of these tools with the need to secure sensitive data from cyber threats, data security and privacy issues are projected to remain a key limitation on the growth of the data science and predictive analytics market.

The increased Use Of Linked And Integrated Technology, As Well As Internet Usage

The volume of data created has dramatically expanded as a result of the widespread usage of the internet and the availability of numerous means to collect it. This would aid in the development and expansion of high-speed internet services. Factors such as globalization and economic expansion are hastening the creation of global data. Every customer encounter is now a significant data point that may be studied to identify user behaviour because of the growing number of touchpoints and the necessity for data collecting to understand consumer behaviour. Because of the exponential growth of personal and organizational data, businesses are now employing data scientists and analysts to process the data they have collected.

Analytics Based On Big Data

Big data refers to the large amounts of data that businesses generate and collect, frequently from several sources and in various formats. Big data analytics entails processing and analyzing data using modern data science and predictive analytics technologies, extracting insights and detecting patterns that can inform business choices. Big data analytics can assist firms in improving operating efficiency, lowering costs, and improving customer experiences, among other things. As the volume of data generated by enterprises increases, so does the demand for big data analytics solutions.

To address this need, companies in the data science and predictive analytics market are building new and advanced big data analytics technologies, allowing organizations to obtain insights and make decisions based on the huge volumes of data they generate and gather. As a result, big data analytics represents a tremendous opportunity for data science and predictive analytics organizations to build their businesses and extend their customer base.

Competitive Landscape

Key Players

The global Data Science And Predictive Analytics Market is highly competitive, with the presence of several key players. Some of the major players in the market and their market share are as follows:

  • Google LLC
  • Salesforce, Inc.
  • Teradata Corporation
  • SAS Institute Inc.
  • SAP India Private Limited
  • Oracle
  • BioSymetrics Inc
  • Cyclica Inc.
  • IBM Corporation
  • Microsoft Corporation
  • Others

These companies focus on product innovation, expanding their distribution channels, and mergers and acquisitions to stay ahead in the market.

The major players in the global Data Science and Predictive Analytics Market are constantly striving to stay ahead by introducing new products and innovations.

Informatica, a market leader in enterprise cloud data management, was named as one of the first partners in the Microsoft Intelligent Data Platform Partner Ecosystem in October 2022. Microsoft announced the development of such an ecosystem at the Microsoft Ignite 2022 event, and it underscores both companies’ commitment to assisting businesses in efficiently harnessing AI with secure and well-managed data.

Google Cloud Next ‘2022, held in October 2022, announced a variety of breakthroughs in AI and ML, data analytics, and security. Google’s goal was to deliver a highly adaptable, accessible, and robust data cloud that allows organizations to use data from diverse sources, storage formats, and analytical approaches across different cloud providers and platforms that meet their needs.

Teradata announced in September 2021 that Tesco PLC is expanding its collaboration with Teradata by incorporating Vantage into its data platform. Vantage can assist Tesco in breaking down data silos and querying all of their data in real time, whether it’s on-premises, in the cloud, across several clouds, or any combination of those, in order to gain a holistic picture of their business.

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Summary of Key Findings

  • Concerns concerning data security and privacy, as well as a scarcity of competent professionals are the restraints of the market.
  • Market segmented by Component, application, and region.
  • In the data science and predictive analytics industry, the financial risk analysis segment regulates market demand.
  • North America is leading market growth; the market is highly competitive with key players including Google LLC, Salesforce, Inc, Teradata Corporation and SAS Institute Inc.

Future Outlook

  • Increasing demand for data-driven decision making
  • Increased adoption of cloud-based solutions
  • Advances in AI and machine learning technologies
  • Expanding use of big data analytics
  • Expanding use of predictive analytics in healthcare and life sciences
  • Expanding use of predictive analytics in retail
  • Expanding use of predictive analytics in supply chain management
  • Expanding use of predictive analytics in transportation and logistics

Segmentation

  • By Component
    • Solution
    • Services
    • Others
  • By Application
    • Financial Risk Analysis
    • Marketing & Sales Analysis
    • Customer Analysis
    • Supply Chain Analytics
    • Others
  • By Region
  • North America
    • USA
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Spain
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • South-east Asia
    • Rest of Asia Pacific
  • Latin America
    • Brazil
    • Argentina
    • Rest of Latin America
  • Middle East & Africa
    • GCC Countries
    • South Africa
    • Rest of Middle East and Africa

1. Preface
1.1. Report Description
1.1.1. Purpose of the Report
1.1.2. Target Audience
1.1.3. USP and Key Offerings
1.2. Research Scope
1.3. Research Methodology
1.3.1. Phase I – Secondary Research
1.3.2. Phase II – DataModelling
1.3.2.1. Company Share Analysis Model
1.3.2.2. Revenue Based Modelling
1.3.3. Phase III – Primary Research
1.3.4. Research Limitations
1.3.5. Assumptions
1.4. Market Introduction
1.5. Market Research Scope

2. Executive Summary
2.1. Market Snapshot: Global Data Science and Predictive Analytics Market
2.2. Global Data Science and Predictive Analytics Market, By Component
2.3. Global Data Science and Predictive Analytics Market, By Application
2.4. Global Data Science and Predictive Analytics Market, By Region

3. Market Dynamics & Factors Analysis
3.1. Introduction
3.1.1. Global Data Science And Predictive Analytics Market Value, 2017-2030, (US$ Bn)
3.1.2. Y-o-Y Growth Trend Analysis
3.2. Market Dynamics
3.2.1. Data Science and Predictive Analytics Market Drivers
3.2.2. Data Science and Predictive Analytics Market Restraints
3.2.3. Data Science and Predictive Analytics Market Opportunities
3.2.4. MajorData Science and Predictive Analytics Industry Challenges
3.3. Growth and Development Patterns
3.4. Investment Feasibility Analysis
3.5. Market Opportunity Analysis
3.5.1. Component
3.5.2. Mode of Sales
3.5.3. Application
3.5.4. Geography

4. Premium Insights
4.1. STAR (Situation, Task, Action, Results) Analysis
4.2. Porter’s Five Forces Analysis
4.2.1. Threat of New Entrants
4.2.2. Bargaining Power of Buyers/Consumers
4.2.3. Bargaining Power of Suppliers
4.2.4. Threat of Substitute Types
4.2.5. Intensity of Competitive Rivalry
4.3. Key Market Trends
4.3.1. Demand Side Trends
4.3.2. Supply Side Trends
4.4. Value Chain Analysis
4.5. Component Analysis
4.6. Analysis and Recommendations
4.7. Marketing Strategy Analysis
4.7.1. Direct Marketing
4.7.2. Indirect Marketing
4.7.3. Marketing Channel Development Trend

5. Market Positioning of Key Players, 2022
5.1. Company market share of key players, 2022
5.2. Competitive Benchmarking
5.3. Market Positioning of Key Vendors
5.4. Geographical Presence Analysis
5.5. Major Strategies Adopted by Key Players
5.5.1. Key Strategies Analysis
5.5.2. Mergers and Acquisitions
5.5.3. Partnerships
5.5.4. Product Launch
5.5.5. Geographical Expansion
5.5.6. Others

6. Economic Impact Analysis
6.1. Recession Impact
6.1.1. North America
6.1.2. Europe
6.1.3. Asia Pacific
6.1.4. Latin America
6.1.5. Middle East and Africa
6.2. Ukraine-Russia War Impact
6.2.1. North America
6.2.2. Europe
6.2.3. Asia Pacific
6.2.4. Latin America
6.2.5. Middle East and Africa
6.3. COVID-19 Impact Analysis
6.3.1. North America
6.3.2. Europe
6.3.3. Asia Pacific
6.3.4. Latin America
6.3.5. Middle East and Africa

7. Global Data Science and Predictive Analytics Market, By Component
7.1. Global Data Science and Predictive Analytics Market Overview, by Component
7.1.1. Global Data Science and Predictive Analytics Market Revenue Share, By Component, 2022 Vs 2030 (in %)
7.2. Solution
7.2.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)
7.3. Services
7.3.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)
7.4. Others
7.4.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)

8. Global Data Science and Predictive Analytics Market, by Application, 2017-2030(US$ Bn)
8.1. Global Data Science and Predictive Analytics Market Overview, by Application
8.1.1. Global Data Science and Predictive Analytics Market, By Application, 2022 vs 2030 (in%)
8.2. Financial Risk Analysis
8.2.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)
8.3. Marketing & Sales Analysis
8.3.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)
8.4. Customer Analysis
8.4.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)
8.5. Supply Chain Analytics
8.5.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)
8.6. Others
8.6.1. Global Data Science and Predictive Analytics Market, By Region, 2017-2030 (US$ Bn)

9. Global Data Science and Predictive Analytics Market, By Region
9.1. Global Data Science and Predictive Analytics Market Overview, by Region
9.1.1. Global Data Science and Predictive Analytics Market, By Region, 2022 vs 2030 (in%)
9.2. Component
9.2.1. Global Data Science and Predictive Analytics Market, By Component, 2017-2030 (US$ Bn)
9.3. Application
9.3.1. Global Data Science and Predictive Analytics Market, By Application, 2017-2030 (US$ Bn)

10. North AmericaData Science and Predictive Analytics Market Analysis
10.1. North America Data Science and Predictive Analytics Market, by Component, 2017-2030(US$ Bn)
10.1.1. Overview
10.1.2. SRC Analysis
10.2. North America Data Science and Predictive Analytics Market, by Application, 2017-2030(US$ Bn)
10.2.1. Overview
10.2.2. SRC Analysis
10.3. North America Data Science and Predictive Analytics Market, by Country, 2017-2030(US$ Bn)
10.3.1. North America Data Science and Predictive Analytics Market, by Country, 2022 Vs 2030 (in%)
10.3.2. U.S.
10.3.2.1. U.S. Data Science and Predictive AnalyticsMarket Estimates and Forecast, 2017-2030(US$ Bn)
10.3.2.2. U.S. Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
10.3.2.3. U.S. Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
10.3.3. Canada
10.3.3.1. Canada Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
10.3.3.2. Canada Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
10.3.3.3. Canada Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
10.3.4. Mexico
10.3.4.1. Mexico Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030 (US$ Bn)
10.3.4.2. Mexico Data Science and Predictive Analytics, By Component, 2017-2030 (US$ Bn)
10.3.4.3. Mexico Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)

11. Europe Data Science and Predictive Analytics Market Analysis
11.1. Europe Data Science and Predictive Analytics Market, by Component, 2017-2030(US$ Bn)
11.1.1. Overview
11.1.2. SRC Analysis
11.2. Europe Data Science and Predictive Analytics Market, by Application, 2017-2030(US$ Bn)
11.2.1. Overview
11.2.2. SRC Analysis
11.3. Europe Data Science and Predictive Analytics Market, by Country, 2017-2030(US$ Bn)
11.3.1. Europe Data Science and Predictive Analytics Market, by Country, 2022 Vs 2030 (in%)
11.3.2. Germany
11.3.2.1. Germany Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
11.3.2.2. Germany Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
11.3.2.3. Germany Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
11.3.3. France
11.3.3.1. France Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
11.3.3.2. France Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
11.3.3.3. France Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
11.3.4. UK
11.3.4.1. UK Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
11.3.4.2. UK Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
11.3.4.3. UK Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
11.3.5. Italy
11.3.5.1. Italy Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
11.3.5.2. Italy Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
11.3.5.3. Italy Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
11.3.6. Spain
11.3.6.1. Spain Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
11.3.6.2. Spain Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
11.3.6.3. Spain Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
11.3.7. Rest of Europe
11.3.7.1. Rest of Europe Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
11.3.7.2. Rest of Europe Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
11.3.7.3. Rest of Europe Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)

12. Asia Pacific Data Science and Predictive Analytics Market Analysis
12.1. Asia Pacific Data Science and Predictive Analytics Market, by Component, 2017-2030(US$ Bn)
12.1.1. Overview
12.1.2. SRC Analysis
12.2. Asia Pacific Data Science and Predictive Analytics Market, by Application, 2017-2030(US$ Bn)
12.2.1. Overview
12.2.2. SRC Analysis
12.3. Asia Pacific Data Science and Predictive Analytics Market, by Country, 2017-2030(US$ Bn)
12.3.1. Asia Pacific Data Science and Predictive Analytics Market, by Country, 2022 Vs 2030 (in%)
12.3.2. China
12.3.2.1. China Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
12.3.2.2. China Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
12.3.2.3. China Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
12.3.3. Japan
12.3.3.1. Japan Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
12.3.3.2. Japan Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
12.3.3.3. Japan Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
12.3.4. India
12.3.4.1. India Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
12.3.4.2. India Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
12.3.4.3. India Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
12.3.5. South Korea
12.3.5.1. South Korea Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
12.3.5.2. South Korea Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
12.3.5.3. South Korea Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
12.3.6. South-East Asia
12.3.6.1. South-East Asia Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
12.3.6.2. South-East Asia Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
12.3.6.3. South-East Asia Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
12.3.7. Rest of Asia Pacific
12.3.7.1. Rest of Asia Pacific Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
12.3.7.2. Rest of Asia Pacific Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
12.3.7.3. Rest of Asia Pacific Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)

13. Latin America Data Science and Predictive Analytics Market Analysis
13.1. Latin America Data Science and Predictive Analytics Market, by Component, 2017-2030(US$ Bn)
13.1.1. Overview
13.1.2. SRC Analysis
13.2. Latin America Data Science and Predictive Analytics Market, by Application, 2017-2030(US$ Bn)
13.2.1. Overview
13.2.2. SRC Analysis
13.3. Latin America Data Science and Predictive Analytics Market, by Country, 2017-2030(US$ Bn)
13.3.1. Latin America Data Science and Predictive Analytics Market, by Country, 2022 Vs 2030 (in%)
13.3.2. Brazil
13.3.2.1. Brazil Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
13.3.2.2. Brazil Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
13.3.2.3. Brazil Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
13.3.3. Argentina
13.3.3.1. ArgentinaData Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
13.3.3.2. ArgentinaData Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
13.3.3.3. Argentina Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
13.3.4. Rest of Latin America
13.3.4.1. Rest of Latin America Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
13.3.4.2. Rest of Latin America Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
13.3.4.3. Rest of Latin America Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)

14. Middle East and Africa Data Science and Predictive Analytics Market Analysis
14.1. Middle East and Africa Data Science and Predictive Analytics Market, by Component, 2017-2030(US$ Bn)
14.1.1. Overview
14.1.2. SRC Analysis
14.2. Middle East and Africa Data Science and Predictive Analytics Market, by Application, 2017-2030(US$ Bn)
14.2.1. Overview
14.2.2. SRC Analysis
14.3. Middle East and Africa Data Science and Predictive Analytics Market, by Country, 2017-2030(US$ Bn)
14.3.1. Middle East and Africa Data Science and Predictive Analytics Market, by Country, 2022 Vs 2030 (in%)
14.3.2. GCC Countries
14.3.2.1. GCC Countries Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
14.3.2.2. GCC Countries Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
14.3.2.3. GCC Countries Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
14.3.3. South Africa
14.3.3.1. South Africa Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
14.3.3.2. South Africa Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
14.3.3.3. South Africa Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)
14.3.4. Rest of Middle East and Africa
14.3.4.1. Rest of Middle East and Africa Data Science and Predictive Analytics Market Estimates and Forecast, 2017-2030(US$ Bn)
14.3.4.2. Rest of Middle East and Africa Data Science and Predictive Analytics, By Component, 2017-2030(US$ Bn)
14.3.4.3. Rest of Middle East and Africa Data Science and Predictive Analytics, By Application, 2017-2030 (US$ Bn)

15. Company Profiles
15.1. Google LLC
15.1.1. Company Overview
15.1.2. Products/Services Portfolio
15.1.3. Geographical Presence
15.1.4. Financial Summary
15.1.4.1. Market Revenue and Net Profit (2019-2022)
15.1.4.2. Business Segment Revenue Analysis
15.1.4.3. Geographical Revenue Analysis
15.2. Salesforce, Inc.
15.3. Teradata Corporation
15.4. SAS Institute Inc.
15.5. SAP India Private Limited
15.6. Oracle
15.7. BioSymetrics Inc
15.8. Cyclica Inc.
15.9. IBM Corporation
15.10. Microsoft Corporation

List of Figures
FIG. 1 Global Data Science and Predictive Analytics Market: Research Methodology
FIG. 2 Market Size Estimation – Top Down & Bottom up Approach
FIG. 3 Global Data Science and Predictive Analytics Market Segmentation
FIG. 4 Global Data Science and Predictive Analytics Market, by Component, 2022(US$ Bn)
FIG. 5 Global Data Science and Predictive Analytics Market, by Application, 2022 (US$ Bn)
FIG. 6 Global Data Science and Predictive Analytics Market, by Geography, 2022(US$ Bn)
FIG. 7 Attractive Investment Proposition, by Component, 2022
FIG. 8 Attractive Investment Proposition, by Application, 2022
FIG. 9 Attractive Investment Proposition, by Geography, 2022
FIG. 10 Global Market Share Analysis of Key Data Science and Predictive Analytics Market Manufacturers, 2022
FIG. 11 Global Market Positioning of Key Data Science and Predictive Analytics Market Manufacturers, 2022
FIG. 12 Global Data Science and Predictive Analytics Market Value Contribution, By Component, 2022&2030 (Value %)
FIG. 13 Global Data Science and Predictive AnalyticsMarket, by Solution, Value, 2017-2030(US$ Bn)
FIG. 14 Global Data Science and Predictive AnalyticsMarket, by Services, Value, 2017-2030(US$ Bn)
FIG. 15 Global Data Science and Predictive Analytics Market, by Others, Value, 2017-2030 (US$ Bn)
FIG. 16 Global Data Science and Predictive Analytics Market Value Contribution, By Application, 2022 & 2030 (Value %)
FIG. 17 Global Data Science and Predictive Analytics Market, by Financial Risk Analysis, Value, 2017-2030 (US$ Bn)
FIG. 18 Global Data Science and Predictive Analytics Market, by Marketing & Sales Analysis, 2017-2030 (US$ Bn)
FIG. 19 Global Data Science and Predictive Analytics Market, by Customer Analysis, 2017-2030 (US$ Bn)
FIG. 20 Global Data Science and Predictive Analytics Market, by Supply Chain Analytics, 2017-2030 (US$ Bn)
FIG. 21 Global Data Science and Predictive Analytics Market, by Others, 2017-2030 (US$ Bn)
FIG. 22 North America Data Science and Predictive Analytics Market, 2017-2030 (US$ Bn)
FIG. 23 U.S. Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 24 Canada Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 25 Europe Data Science and Predictive Analytics Market, 2017-2030 (US$ Bn)
FIG. 26 Germany Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 27 FranceData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 28 U.K. Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 29 ItalyData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 30 Spain Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 31 Rest of Europe Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 32 Asia Pacific Data Science and Predictive Analytics Market, 2017-2030 (US$ Bn)
FIG. 33 China Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 34 Japan Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 35 IndiaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 36 South KoreaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 37 South-East AsiaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 38 Rest of Asia Pacific Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 39 Latin AmericaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 40 Brazil Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 41 Mexico Data Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 42 Rest of Latin AmericaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 43 Middle East & AfricaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 44 GCC CountriesData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 45 South AfricaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)
FIG. 46 Rest of Middle East and AfricaData Science and Predictive Analytics Market, 2017-2030(US$ Bn)

List of Tables
TABLE 1 Market Snapshot: Global Data Science and Predictive AnalyticsMarket
TABLE 2 Global Data Science and Predictive Analytics Market: Market Drivers Impact Analysis
TABLE 3 Global Data Science and Predictive Analytics Market: Market Restraints Impact Analysis
TABLE 4 Global Data Science and Predictive Analytics Market, by Competitive Benchmarking,2022
TABLE 5 Global Data Science and Predictive Analytics Market, by Geographical Presence Analysis, 2022
TABLE 6 Global Data Science and Predictive Analytics Market, by Key Strategies Analysis, 2022
TABLE 7 Global Data Science and Predictive Analytics Market, by Solution, By Region, 2017-2022(US$ Bn)
TABLE 8 Global Data Science and Predictive Analytics Market, by Solution, By Region, 2023-2030(US$ Bn)
TABLE 9 Global Data Science and Predictive Analytics Market, by Services, By Region, 2017-2022(US$ Bn)
TABLE 10 Global Data Science and Predictive Analytics Market, by Services, By Region, 2023-2030(US$ Bn)
TABLE 11 Global Data Science and Predictive Analytics Market, by Others, By Region, 2017-2022(US$ Bn)
TABLE 12 Global Data Science and Predictive Analytics Market, by Others, By Region, 2023-2030(US$ Bn)
TABLE 13 Global Data Science and Predictive Analytics Market, by Financial Risk Analysis, By Region, 2017-2022(US$ Bn)
TABLE 14 Global Data Science and Predictive Analytics Market, by Financial Risk Analysis, By Region, 2023-2030(US$ Bn)
TABLE 15 Global Data Science and Predictive Analytics Market, by Marketing & Sales Analysis, By Region, 2017-2022(US$ Bn)
TABLE 16 Global Data Science and Predictive Analytics Market, by Marketing & Sales Analysis, By Region, 2023-2030(US$ Bn)
TABLE 17 Global Data Science and Predictive Analytics Market, by Customer Analysis, By Region, 2017-2022(US$ Bn)
TABLE 18 Global Data Science and Predictive Analytics Market, by Customer Analysis, By Region, 2023-2030(US$ Bn)
TABLE 19 Global Data Science and Predictive Analytics Market, by Supply Chain Analytics, By Region, 2017-2022(US$ Bn)
TABLE 20 Global Data Science and Predictive Analytics Market, by Supply Chain Analytics, By Region, 2023-2030(US$ Bn)
TABLE 21 Global Data Science and Predictive Analytics Market, by Others, By Region, 2017-2022(US$ Bn)
TABLE 22 Global Data Science and Predictive Analytics Market, by Others, By Region, 2023-2030(US$ Bn)
TABLE 23 Global Data Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 24 Global Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 25 Global Data Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 26 Global Data Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 27 GlobalData Science and Predictive Analytics Market, by Region, 2017-2022(US$ Bn)
TABLE 28 GlobalData Science and Predictive Analytics Market, by Region, 2023-2030(US$ Bn)
TABLE 29 North AmericaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 30 North America Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 31 North AmericaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 32 North AmericaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 33 North AmericaData Science and Predictive Analytics Market, by Country, 2017-2022(US$ Bn)
TABLE 34 North AmericaData Science and Predictive Analytics Market, by Country, 2023-2030(US$ Bn)
TABLE 35 United StatesData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 36 United States Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 37 United StatesData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 38 United StatesData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 39 CanadaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 40 Canada Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 41 CanadaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 42 CanadaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 43 MexicoData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 44 Mexico Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 45 MexicoData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 46 MexicoData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 47 EuropeData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 48 Europe Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 49 EuropeData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 50 EuropeData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 51 EuropeData Science and Predictive Analytics Market, by Country, 2017-2022(US$ Bn)
TABLE 52 EuropeData Science and Predictive Analytics Market, by Country, 2023-2030(US$ Bn)
TABLE 53 GermanyData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 54 Germany Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 55 GermanyData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 56 GermanyData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 57 FranceData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 58 France Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 59 FranceData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 60 FranceData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 61 United KingdomData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 62 United Kingdom Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 63 United KingdomData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 64 United KingdomData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 65 ItalyData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 66 Italy Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 67 ItalyData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 68 ItalyData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 69 SpainData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 70 Spain Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 71 SpainData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 72 SpainData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 73 Rest of EuropeData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 74 Rest of Europe Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 75 Rest of EuropeData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 76 Rest of EuropeData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 77 Asia PacificData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 78 Asia Pacific Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 79 Asia PacificData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 80 Asia PacificData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 81 ChinaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 82 China Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 83 ChinaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 84 ChinaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 85 JapanData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 86 Japan Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 87 JapanData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 88 JapanData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 89 IndiaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 90 India Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 91 IndiaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 92 IndiaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 93 South KoreaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 94 South Korea Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 95 South KoreaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 96 South KoreaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 97 South-East AsiaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 98 South-East Asia Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 99 South-East AsiaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 100 South-East AsiaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 101 Rest of Asia PacificData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 102 Rest of Asia Pacific Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 103 Rest of Asia PacificData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 104 Rest of Asia PacificData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 105 Latin AmericaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 106 Latin America Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 107 Latin AmericaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 108 Latin AmericaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 109 BrazilData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 110 Brazil Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 111 BrazilData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 112 BrazilData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 113 ArgentinaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 114 Argentina Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 115 ArgentinaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 116 ArgentinaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 117 Rest of Latin AmericaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 118 Rest of Latin America Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 119 Rest of Latin AmericaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 120 Rest of Latin AmericaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 121 Middle East and AfricaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 122 Middle East and Africa Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 123 Middle East and AfricaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 124 Middle East and AfricaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 125 GCC CountriesData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 126 GCC Countries Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 127 GCC CountriesData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 128 GCC CountriesData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 129 South AfricaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 130 South Africa Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 131 South AfricaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 132 South AfricaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)
TABLE 133 Rest of Middle East and AfricaData Science and Predictive Analytics Market, by Component, 2017-2022(US$ Bn)
TABLE 134 Rest of Middle East and Africa Data Science and Predictive Analytics Market, by Component, 2023-2030(US$ Bn)
TABLE 135 Rest of Middle East and AfricaData Science and Predictive Analytics Market, by Application, 2017-2022(US$ Bn)
TABLE 136 Rest of Middle East and AfricaData Science and Predictive Analytics Market, by Application, 2023-2030(US$ Bn)

Frequently Asked Questions

What is the current size of the global Data Science And Predictive Analytics Market?

The global Data Science And Predictive Analytics Market was valued at USD 14.5 Billion in 2022.

What is the expected growth rate of the Data Science And Predictive Analytics Market between 2023 and 2030?

The Data Science And Predictive Analytics Market is expected to grow at a CAGR of 22.60% between 2023 and 2030, reaching USD 60.3 Billion in 2030.

Which segment is leading the market share in terms of Component?

In 2022, the solution segment will account for 63% of sales.

Which application segment governs the demand for Data Science And Predictive Analyticss in the world?

In the data science and predictive analytics industry, the financial risk analysis segment regulates market demand.

Which segment is expected to post the highest CAGR during the forecast period?

Marketing and sales analysis is predicted to have the market’s greatest compound annual growth rate (CAGR).

Which region is fueling the growth of the Data Science And Predictive Analytics industry?

In 2022, North America will account for 46% of total sales.

Who are the major players in the global Data Science And Predictive Analytics Market?

The top players include Google LLC, Salesforce, Inc, Teradata Corporation and SAS Institute Inc. Other major players include Oracle, BioSymetrics Inc, Cyclica Inc. and IBM Corporation.

What are the major market drivers of the Data Science And Predictive Analytics industry?

Big data and other related technologies are becoming increasingly prevalent, and there is a growing demand for real-time analytics capabilities are the major market drivers.

What are the major market restraints of the Data Science And Predictive Analytics industry?

Concerns concerning data security and privacy, as well as a scarcity of competent professionals are the major market restraints.

What are the major market opportunities of the Data Science And Predictive Analytics industry?

The rising use of linked and integrated technology, as well as internet usage and Big Data Analytics are the major opportunities in the Data Science And Predictive Analytics industry.

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