2025年资料全球市场报告

预计未来几年资料市场将快速成长。到 2029 年，这一数字将成长至 7,187.5 亿美元，复合年增长率为 12.8%。预测期内的成长可归因于对资料隐私和安全的日益关注、5G 网路的加速发展、量子运算的进步、资料监管和合规措施的增加以及物联网 (IoT) 设备的扩展。预测期内的主要趋势包括增强分析、个人化客户体验、智慧城市和城市规划、增强的网路安全解决方案以及永续和道德的资料实践。

未来几年，资料产生的增加预计将推动资料市场的成长。资料生成是指透过各种方式创建或产生新资料，例如从来源收集资料、进行调查、运行实验或透过演算法或模拟产生资料。这是由于数位技术的影响以及全球经济日益增强的互联互通性。资料用于资料生成，将公司、客户和用户的各个方面转化为可量化、可用和可操作的资料，从而更容易收集、分析和利用大量资讯。例如，根据美国国际组织世界银行集团2021年3月发布的报告，全球网路流量预计将从2020年的Zetta位元组多一点激增至2022年的Zetta位元组，增幅达50%，即每秒15万GB。因此，不断增加的资料产生正在推动资料市场的成长。

为了在资料市场中获得竞争优势，主要企业正专注于开发先进的解决方案，例如打破资料孤岛的新型 IBM 商业分析企业软体。这是指使组织能够整合来自不同来源的资料并打破资料孤岛以做出更快、资料主导的决策并应对不可预测的中断的软体。例如，美国跨国科技公司国际商业机器公司（IBM）于2023年11月宣布推出新软体IBM商业分析企业，以打破资料孤岛并简化规划与分析。该平台提供人工智慧规划和多维分析等技术进步，以及打破资料孤岛和商业智慧等功能。该平台在资料市场的意义在于，它透过提供全面的分析工具、打破资料和分析孤岛，使企业能够更加资料主导，促进精简规划和资料主导决策。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场 - 宏观经济情景，包括利率、通膨、地缘政治、新冠疫情以及復苏对市场的影响

第五章 全球成长分析与策略分析框架

• 世界资料PESTEL分析（政治、社会、技术、环境、法律因素、驱动因素、限制因素）
• 最终用途产业分析
• 全球资料市场：成长率分析
• 全球资料市场表现：规模与成长，2019-2024
• 全球资料市场预测：规模与成长，2024-2029 年，2034 年
• 全球资料总可寻址市场（TAM）

第六章市场区隔

• 全球资料市场：按类型、表现和预测，2019-2024 年、2024-2029 年、2034 年
• 行为资料
• 社会资料
• 地理空间资料
• 交易资料
• 感测器资料
• 全球资料市场：按组件、效能和预测，2019-2024 年、2024-2029 年、2034 年
• 解决方案
• 服务
• 全球资料市场：按部署、效能和预测，2019-2024 年、2024-2029 年、2034 年
• 云
• 本地
• 全球资料市场：按应用、绩效及预测，2019-2024 年、2024-2029 年、2034 年
• 区块链
• AOPS
• 认知运算
• 边缘运算
• 财务操作
• 其他用途
• 全球资料市场：依产业、绩效及预测，2019-2024 年、2024-2029 年、2034 年
• 银行金融服务和保险（BFSI）
• 卫生保健
• 资讯科技和通讯
• 零售
• 政府和国防
• 製造业
• 媒体和娱乐
• 其他行业
• 全球资料市场行为资料细分，按类型、实际和预测，2019-2024 年、2024-2029 年、2034 年
• 使用者互动追踪
• 参与度分析
• 偏好和习惯分析
• 全球资料市场、社交资料细分市场、类型、表现及预测（2019-2024 年、2024-2029 年及 2034 年）
• 社群媒体资料分析
• 网路和关係映射
• 情绪分析
• 全球资料市场、地理空间资料化的细分、按类型、绩效和预测，2019-2024 年、2024-2029 年、2034 年
• 位置追踪和分析
• 地理资讯系统（GIS）
• 製图和空间分析
• 全球资料市场、交易资料细分、类型、绩效及预测（2019-2024 年、2024-2029 年及 2034 年）
• 销售和采购资料分析
• 客户交易追踪
• 金融交易分析
• 全球资料市场、感测器资料细分市场、类型、效能和预测（2019-2024 年、2024-2029 年、2034 年）
• 物联网感测器资料收集
• 环境监测
• 智慧型设备资料分析

第七章 区域和国家分析

• 全球资料市场：按地区、绩效及预测，2019-2024 年、2024-2029 年、2034 年
• 全球资料市场：依国家、绩效及预测，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章竞争格局与公司概况

• 资料市场：竞争格局
• 资料市场：公司简介
  • Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
  • Alphabet Inc Overview, Products and Services, Strategy and Financial Analysis
  • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Dell EMC Overview, Products and Services, Strategy and Financial Analysis
  • The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型创新企业

• Oracle Corporation
• SAP SE
• ABB Group
• Hewlett-Packard Enterprise（HPE）
• Emerson Electric Co.
• SAS Institute Inc.
• Teradata Corporation
• Workiva Inc.
• DataRobot Inc.
• Xceptor
• Matillion Limited
• Dbt Labs Inc.
• mParticle
• Veryfi Inc.
• Coalesce.io

第 32 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第 35 章 高市场潜力国家、细分市场与策略

• 2029年资料市场：提供新机会的国家
• 2029年资料市场：细分领域带来新机会
• 2029年资料市场：成长策略
  • 基于市场趋势的策略
  • 竞争对手的策略

第36章 附录

Datafication refers to the process of converting diverse aspects of human activities, business operations, and the environment into data for analysis and decision-making, involving transforming analog information into digital data. This digital transformation facilitates enhanced insights, predictive analytics, and informed decision-making.

The main types of chemicals in datafication are behavioral datafication, social datafication, geospatial datafication, transactional datafication, and sensor datafication. Behavioral datafication involves the collection and analysis of data related to human behaviors, actions, and interactions, often derived from digital platforms and devices. It includes a variety of components, such as solutions and services and has deployment modes of cloud and on-premises. The applications under it are defined as blockchain, artificial intelligence for IT operations (AIOps), cognitive computing, edge computing, FinOps, and others as well employed in various industries are banking, financial services and insurance (BFSI), healthcare, IT and telecom, retail, government and defense, manufacturing, media and entertainment and others.

The main types of chemicals in datafication are behavioral datafication, social datafication, geospatial datafication, transactional datafication, and sensor datafication. Behavioral datafication involves the collection and analysis of data related to human behaviors, actions, and interactions, often derived from digital platforms and devices. It includes a variety of components, such as solutions and services and has deployment modes of cloud and on-premises. The applications under it are defined as blockchain, artificial intelligence for IT operations (AIOps), cognitive computing, edge computing, FinOps, and others as well employed in various industries are banking, financial services and insurance (BFSI), healthcare, IT and telecom, retail, government and defense, manufacturing, media and entertainment and others.

The datafication market size has grown rapidly in recent years. It will grow from $392.39 billion in 2024 to $443.24 billion in 2025 at a compound annual growth rate (CAGR) of 13.0%. The growth in the historic period can be attributed to proliferation of internet connectivity, exponential growth of data volumes, development of advanced analytics tools, emergence of cloud computing, increasing digitization of businesses.

The datafication market size is expected to see rapid growth in the next few years. It will grow to $718.75 billion in 2029 at a compound annual growth rate (CAGR) of 12.8%. The growth in the forecast period can be attributed to emphasis on data privacy and security, acceleration of 5G networks, evolution of quantum computing, rise of data regulation and compliance measures, expansion of internet of things (IoT) devices. Major trends in the forecast period include augmented analytics, personalized customer experiences, smart cities and urban planning, enhanced cybersecurity solutions, sustainable and ethical data practices.

An increasing volume of data generation is expected to propel the growth of the datafication market going forward. Data generation refers to creating or producing new data through various means, such as collecting data from sources, conducting surveys, performing experiments, or generating data through algorithms and simulations. It arises due to the influence of digital technologies and the growing interconnectedness of the global economy. Datafication is used in data generation because it transforms various aspects of businesses, customers, and users into quantifiable, usable, and actionable data, thereby facilitating the collection, analysis, and utilization of vast amounts of information. For instance, in March 2021, according to reports published by The World Bank Group, a US-based international organizations, global internet traffic surged from over 3 zettabytes in 2020 to a projected 4.8 zettabytes in 2022, representing a 50% increase and equivalent to 150,000 gigabytes per second, which underscores the escalating volume of data creation. Therefore, the increasing volume of data generation is driving the growth of the datafication market.

Major companies operating in the datafication market are concentrating on the development of advanced solutions, such as new IBM business analytics enterprise software to break down data silos, to gain a competitive edge in the market. This software refers to software that helps organizations consolidate data from disparate sources and eliminate data silos, enabling them to make data-driven decisions quickly and navigate unpredictable disruptions. For instance, in November 2023, the International Business Machines Corporation (IBM), a US-based multinational technology company, launched IBM business analytics enterprise, a new software to break down data silos and streamline planning and analytics. This platform offers features including data silo breakdown and business intelligence capabilities, alongside technological advancements such as AI-powered planning and multidimensional analysis. Its significance in the datafication market lies in enabling enterprises to become more data-driven by providing comprehensive access to analytics tools and breaking down data and analytics silos, fostering streamlined planning and data-driven decision-making.

In February 2022, Alteryx Inc., a US-based computer software company, acquired Trifacta for $400 million. This acquisition underscores Alteryx's commitment to fortify cloud capabilities, leveraging Trifacta's cloud-based visual data platform for enhanced data connectivity, transformation, quality assurance, and automated data pipelines, highlighting the pivotal role of data technology companies in advancing the datafication market. Trifacta is a US-based software company that develops data-wrangling solutions, including datafication solutions.

Major companies operating in the datafication market are Amazon Web Services Inc., Alphabet Inc, Microsoft Corporation, Dell EMC, The International Business Machines Corporation, Oracle Corporation, SAP SE, ABB Group, Hewlett-Packard Enterprise (HPE), Emerson Electric Co., SAS Institute Inc., Teradata Corporation, Workiva Inc., DataRobot Inc., Xceptor, Matillion Limited, Dbt Labs Inc., mParticle, Veryfi Inc., Coalesce.io, Search Discovery Inc., Crosser Technologies, Decodable, Osmos, Precog, Flatfile Inc.

North America was the largest region in the datafication market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the datafication market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the datafication market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The datafication market consists of revenues earned by entities by providing services such as data analytics, data management, predictive modeling, machine learning, data visualization, data warehousing, data mining, big data consulting, cloud services, data integration and business intelligence. The market value includes the value of related goods sold by the service provider or included within the service offering. The datafication market also includes sales of products such as IoT devices and sensors, connected vehicles, smart home devices, and smart manufacturing equipment. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Datafication Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on datafication market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for datafication ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The datafication market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Type: Behavioral Datafication; Social Datafication; Geospatial Datafication; Transactional Datafication; Sensor Datafication
• 2) By Component: Solutions; Services
• 3) By Deployment: Cloud; On-Premises
• 4) By Application: Blockchain; AIops; Cognitive Computing; Edge Computing; FinOps; Other Applications
• 5) By Vertical: Banking Financial Services And Insurance (BFSI); Healthcare; IT And Telecom; Retail; Government And Defense; Manufacturing; Media And Entertainment; Other Verticals
• Subsegments:
• 1) By Behavioral Datafication: User Interaction Tracking; Engagement Analytics; Preference And Habit Analysis
• 2) By Social Datafication: Social Media Data Analysis; Network And Relationship Mapping; Sentiment Analysis
• 3) By Geospatial Datafication: Location Tracking And Analytics; Geographic Information Systems (GIS); Mapping And Spatial Analysis
• 4) By Transactional Datafication: Sales And Purchase Data Analysis; Customer Transaction Tracking; Financial Transaction Analysis
• 5) By Sensor Datafication: IoT Sensor Data Collection; Environmental Monitoring; Smart Device Data Analytics
• Companies Mentioned: Amazon Web Services Inc.; Alphabet Inc; Microsoft Corporation; Dell EMC; The International Business Machines Corporation
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Datafication Market Characteristics

3. Datafication Market Trends And Strategies

4. Datafication Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Datafication Growth Analysis And Strategic Analysis Framework

• 5.1. Global Datafication PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Datafication Market Growth Rate Analysis
• 5.4. Global Datafication Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Datafication Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Datafication Total Addressable Market (TAM)

6. Datafication Market Segmentation

• 6.1. Global Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Behavioral Datafication
• Social Datafication
• Geospatial Datafication
• Transactional Datafication
• Sensor Datafication
• 6.2. Global Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Solutions
• Services
• 6.3. Global Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Cloud
• On-Premises
• 6.4. Global Datafication Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Blockchain
• AIops
• Cognitive Computing
• Edge Computing
• FinOps
• Other Applications
• 6.5. Global Datafication Market, Segmentation By Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Banking Financial Services And Insurance (BFSI)
• Healthcare
• IT And Telecom
• Retail
• Government And Defense
• Manufacturing
• Media And Entertainment
• Other Verticals
• 6.6. Global Datafication Market, Sub-Segmentation Of Behavioral Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• User Interaction Tracking
• Engagement Analytics
• Preference And Habit Analysis
• 6.7. Global Datafication Market, Sub-Segmentation Of Social Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Social Media Data Analysis
• Network And Relationship Mapping
• Sentiment Analysis
• 6.8. Global Datafication Market, Sub-Segmentation Of Geospatial Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Location Tracking And Analytics
• Geographic Information Systems (GIS)
• Mapping And Spatial Analysis
• 6.9. Global Datafication Market, Sub-Segmentation Of Transactional Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Sales And Purchase Data Analysis
• Customer Transaction Tracking
• Financial Transaction Analysis
• 6.10. Global Datafication Market, Sub-Segmentation Of Sensor Datafication, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• IoT Sensor Data Collection
• Environmental Monitoring
• Smart Device Data Analytics

7. Datafication Market Regional And Country Analysis

• 7.1. Global Datafication Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Datafication Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Datafication Market

• 8.1. Asia-Pacific Datafication Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Datafication Market

• 9.1. China Datafication Market Overview
• 9.2. China Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Datafication Market

• 10.1. India Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Datafication Market

• 11.1. Japan Datafication Market Overview
• 11.2. Japan Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Datafication Market

• 12.1. Australia Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Datafication Market

• 13.1. Indonesia Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Datafication Market

• 14.1. South Korea Datafication Market Overview
• 14.2. South Korea Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Datafication Market

• 15.1. Western Europe Datafication Market Overview
• 15.2. Western Europe Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Datafication Market

• 16.1. UK Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Datafication Market

• 17.1. Germany Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Datafication Market

• 18.1. France Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Datafication Market

• 19.1. Italy Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Datafication Market

• 20.1. Spain Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Datafication Market

• 21.1. Eastern Europe Datafication Market Overview
• 21.2. Eastern Europe Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Datafication Market

• 22.1. Russia Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Datafication Market

• 23.1. North America Datafication Market Overview
• 23.2. North America Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Datafication Market

• 24.1. USA Datafication Market Overview
• 24.2. USA Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Datafication Market

• 25.1. Canada Datafication Market Overview
• 25.2. Canada Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Datafication Market

• 26.1. South America Datafication Market Overview
• 26.2. South America Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Datafication Market

• 27.1. Brazil Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Datafication Market

• 28.1. Middle East Datafication Market Overview
• 28.2. Middle East Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Datafication Market

• 29.1. Africa Datafication Market Overview
• 29.2. Africa Datafication Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Datafication Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Datafication Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Datafication Market Competitive Landscape And Company Profiles

• 30.1. Datafication Market Competitive Landscape
• 30.2. Datafication Market Company Profiles
  • 30.2.1. Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Alphabet Inc Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Dell EMC Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis

31. Datafication Market Other Major And Innovative Companies

• 31.1. Oracle Corporation
• 31.2. SAP SE
• 31.3. ABB Group
• 31.4. Hewlett-Packard Enterprise (HPE)
• 31.5. Emerson Electric Co.
• 31.6. SAS Institute Inc.
• 31.7. Teradata Corporation
• 31.8. Workiva Inc.
• 31.9. DataRobot Inc.
• 31.10. Xceptor
• 31.11. Matillion Limited
• 31.12. Dbt Labs Inc.
• 31.13. mParticle
• 31.14. Veryfi Inc.
• 31.15. Coalesce.io

32. Global Datafication Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Datafication Market

34. Recent Developments In The Datafication Market

35. Datafication Market High Potential Countries, Segments and Strategies

• 35.1 Datafication Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Datafication Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Datafication Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer