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1464078

データフィケーションの世界市場レポート 2024年

Datafication Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

● お客様のご希望に応じて、既存データの加工や未掲載情報（例：国別セグメント）の追加などの対応が可能です。　 詳細はお問い合わせください。

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=155.95円
データフィケーションの世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

データフィケーションの市場規模は今後数年で急成長が見込まれます。2028年の年間平均成長率（CAGR）は12.8％で、6,360億7,000万米ドルに成長します。予測期間中に予想される成長は、データプライバシーとセキュリティ対策の重視の高まり、5Gネットワークの急速な展開と拡大、量子コンピューティング技術の進歩、データに関連する規制の枠組みやコンプライアンス対策の強化、モノのインターネット（IoT）デバイスの普及など、いくつかの重要な要因によるものと考えられます。この期間に予想される主な動向には、拡張分析技術の採用、パーソナライズされた顧客体験の提供、スマートシティと都市計画イニシアチブの発展、強化されたサイバーセキュリティ・ソリューションの導入、持続可能で倫理的なデータ慣行への注目の高まりなどがあります。

予測されるデータ生成の急増は、当面のデータフィケーション市場の拡大を牽引するものと思われます。データ生成とは、データ収集、調査、実験、アルゴリズムによるシミュレーションなど、さまざまな手段で新しいデータを作成または生成することを意味し、デジタル技術の普及や世界経済の相互接続性の向上がこれに拍車をかけます。データフィケーションは、企業、顧客、ユーザーの様々な側面を定量化可能で実用的なデータに変換することで、広範な情報資源の収集、分析、活用を促進し、この情勢において極めて重要な役割を果たしています。例えば、2021年3月の世界銀行グループの報告によると、世界のインターネット・トラフィックは2020年の3ゼタバイト超から2022年には4.8ゼタバイトに急増すると予測されており、これは50％増で1秒あたり15万ギガバイトに相当します。その結果、データ生成量の増加がデータフィケーション市場の成長を促進する主な要因となっています。

データフィケーションの領域では、新しいIBMビジネスアナリティクスエンタープライズソフトウェアなどのイノベーションに代表されるように、洗練されたソリューションの開発に力を注いでいます。このソフトウェア・カテゴリーには、組織が異種ソースからのデータを統合し、データのサイロ化を排除することで、データ主導の意思決定を迅速に行い、予測不可能な混乱に対処できるよう支援することを目的としたソリューションが含まれます。例えば、米国に本社を置く大手多国籍テクノロジー・コングロマリットであるInternational Business Machines Corporation（IBM）は、2023年11月、データのサイロ化を解消し、プランニングとアナリティクスのプロセスを合理化するために特別に設計されたIBMビジネス・アナリティクス・エンタープライズ・ソフトウェアを発表しました。このプラットフォームは、データ・サイロの破壊機能やビジネス・インテリジェンス機能などの特徴を誇り、AIを活用したプランニングや多次元分析などの技術的進歩によって補完されています。データフィケーション市場における同プラットフォームの意義は、最先端の分析ツールへの包括的なアクセスを提供し、データと分析のサイロがもたらす障壁を排除することで、企業がよりデータ中心の業務モデルへと移行できるようにすることにあります。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界のデータフィケーション市場の促進要因と抑制要因
    • 市場の促進要因
    • 市場抑制要因
  • 世界のデータフィケーション市場の実績：規模と成長、2018年～2023年
  • 世界のデータフィケーション市場の予測：規模と成長、2023年～2028年、2033年

第6章 市場セグメンテーション

  • 世界のデータフィケーション市場：タイプ別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 行動データフィケーション
  • ソーシャルデータフィケーション
  • 地理空間データフィケーション
  • トランザクションデータフィケーション
  • センサーデータフィケーション
  • 世界のデータフィケーション市場：コンポーネント別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • ソリューション
  • サービス
  • 世界のデータフィケーション市場：展開別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • クラウド
  • オンプレミス
  • 世界のデータフィケーション市場：用途別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • ブロックチェーン
  • AIops
  • 認知コンピューティング
  • エッジコンピューティング
  • フィンオペレーション
  • その他のアプリケーション
  • 世界のデータフィケーション市場：業界別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 銀行金融サービスおよび保険（BFSI）
  • ヘルスケア
  • ITと通信
  • 小売り
  • 政府と防衛
  • 製造業
  • メディアとエンターテイメント
  • その他の業種

第7章 地域別・国別分析

  • 世界のデータフィケーション市場：地域別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 世界のデータフィケーション市場：国別、実績と予測、2018年～2023年、2023年～2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • データフィケーション市場：競合情勢
  • データフィケーション市場：企業プロファイル
    • Amazon Web Services Inc.
    • Alphabet Inc
    • Microsoft Corporation
    • Dell EMC
    • The International Business Machines Corporation

第31章 その他の大手企業と革新的企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと潜在的な分析

第36章 付録

目次
Product Code: r16809

Datafication refers to the process of converting various aspects of human activities, business operations, and environmental factors into digital data for analysis and decision-making purposes. This transformation from analog to digital enables organizations to gain deeper insights, employ predictive analytics, and make more informed decisions.

The primary categories of datafication include behavioral datafication, social datafication, geospatial datafication, transactional datafication, and sensor datafication. Behavioral datafication involves the collection and analysis of data concerning human behaviors and interactions, often sourced from digital platforms and devices. It encompasses various components, such as solutions and services, and can be deployed via cloud or on-premises infrastructure. Applications falling under this category include blockchain, AIOPs, cognitive computing, edge computing, and finops, among others. Industries leveraging these applications span banking, financial services and insurance (BFSI), healthcare, IT and telecom, retail, government and defense, manufacturing, media and entertainment, and others.

The datafication market research report is one of a series of new reports from The Business Research Company that provides datafication market statistics, including datafication industry global market size, regional shares, competitors with a datafication market share, detailed datafication market segments, market trends and opportunities, and any further data you may need to thrive in the datafication industry. This datafication market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The datafication market size has grown rapidly in recent years. It will grow from $347.03 billion in 2023 to $392.39 billion in 2024 at a compound annual growth rate (CAGR) of 13%. The expansion observed during the historic period can be attributed to several key factors, including the widespread adoption of internet connectivity, the exponential increase in data volumes, the evolution of advanced analytics tools, the emergence of cloud computing technologies, and the accelerating digitization of businesses across various sectors.

The datafication market size is expected to see rapid growth in the next few years. It will grow to $636.07 billion in 2028 at a compound annual growth rate (CAGR) of 12.8%. The anticipated growth in the forecast period can be attributed to several significant factors, including a heightened emphasis on data privacy and security measures, the rapid deployment and expansion of 5G networks, advancements in quantum computing technologies, increasing regulatory frameworks and compliance measures related to data, and the proliferation of Internet of Things (IoT) devices. Key trends expected during this period include the adoption of augmented analytics techniques, the delivery of personalized customer experiences, the development of smart cities and urban planning initiatives, the implementation of enhanced cybersecurity solutions, and a growing focus on sustainable and ethical data practices.

The anticipated surge in data generation is poised to drive the expansion of the datafication market in the foreseeable future. Data generation encompasses the creation or production of new data through diverse means such as data collection, surveys, experiments, and algorithmic simulations, spurred by the pervasive influence of digital technologies and the increasing interconnectivity of the global economy. Datafication plays a pivotal role in this landscape by converting various facets of businesses, customers, and users into quantifiable, actionable data, thereby facilitating the collection, analysis, and utilization of extensive information resources. For example, as per reports from The World Bank Group in March 2021, global internet traffic surged from over 3 zettabytes in 2020 to a projected 4.8 zettabytes in 2022, marking a 50% increase and equivalent to 150,000 gigabytes per second, thus underscoring the exponential growth in data creation. Consequently, the escalating volume of data generation constitutes a primary driver fueling the growth of the datafication market.

Prominent entities within the datafication realm are directing their efforts toward the development of sophisticated solutions, exemplified by innovations such as new IBM business analytics enterprise software, aimed at dismantling data silos to gain a competitive edge. This software category encompasses solutions designed to assist organizations in consolidating data from disparate sources and eliminating data silos, thereby empowering them to swiftly make data-driven decisions and navigate unpredictable disruptions. For instance, in November 2023, the International Business Machines Corporation (IBM), a leading multinational technology conglomerate headquartered in the US, introduced IBM business analytics enterprise software, specifically engineered to dismantle data silos and streamline planning and analytics processes. This platform boasts features such as data silo breakdown functionality and business intelligence capabilities, complemented by technological advancements such as AI-powered planning and multidimensional analysis. Its significance in the datafication market lies in enabling enterprises to transition towards a more data-centric operational model by providing comprehensive access to cutting-edge analytics tools and eliminating barriers posed by data and analytics silos, thereby fostering streamlined planning processes and facilitating data-driven decision-making.

In February 2022, Alteryx Inc., a leading US-based computer software company, finalized the acquisition of Trifacta for a significant sum of $400 million. This strategic move reflects Alteryx's dedication to strengthening its cloud capabilities, harnessing the power of Trifacta's cloud-based visual data platform to enrich data connectivity, transformation, quality assurance, and the automation of data pipelines. This acquisition underscores the vital role played by data technology companies in driving forward the datafication market. Trifacta, also headquartered in the US, specializes in developing cutting-edge data-wrangling solutions, including those geared towards datafication.

Major companies operating in the datafication market report 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 2023. 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 2024 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.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

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 impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • 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
  • 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

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Datafication Market Size and Growth

  • 5.1. Global Datafication Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Datafication Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Datafication Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Datafication Market Segmentation

  • 6.1. Global Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Behavioral Datafication
  • Social Datafication
  • Geospatial Datafication
  • Transactional Datafication
  • Sensor Datafication
  • 6.2. Global Datafication Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solutions
  • Services
  • 6.3. Global Datafication Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud
  • On-Premises
  • 6.4. Global Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Blockchain
  • AIops
  • Cognitive Computing
  • Edge Computing
  • FinOps
  • Other Applications
  • 6.5. Global Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Banking Financial Services And Insurance (BFSI)
  • Healthcare
  • IT And Telecom
  • Retail
  • Government And Defense
  • Manufacturing
  • Media And Entertainment
  • Other Verticals

7. Datafication Market Regional And Country Analysis

  • 7.1. Global Datafication Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Datafication Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Datafication Market

  • 8.1. Asia-Pacific Datafication Market Overview
  • Region Information, Impact Of COVID-19, 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Datafication Market

  • 9.1. China Datafication Market Overview
  • 9.2. China Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Datafication Market

  • 10.1. India Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Datafication Market

  • 11.1. Japan Datafication Market Overview
  • 11.2. Japan Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Datafication Market

  • 12.1. Australia Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Datafication Market

  • 13.1. Indonesia Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Datafication Market

  • 16.1. UK Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Datafication Market

  • 17.1. Germany Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Datafication Market

  • 18.1. France Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Datafication Market

  • 19.1. Italy Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Datafication Market

  • 20.1. Spain Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Datafication Market

  • 22.1. Russia Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Datafication Market

  • 24.1. USA Datafication Market Overview
  • 24.2. USA Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Datafication Market

  • 25.1. Canada Datafication Market Overview
  • 25.2. Canada Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Datafication Market

  • 27.1. Brazil Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Datafication Market

  • 29.1. Africa Datafication Market Overview
  • 29.2. Africa Datafication Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Datafication Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Datafication Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ 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.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Alphabet Inc
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Microsoft Corporation
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Dell EMC
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. The International Business Machines Corporation
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

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

33. Global Datafication Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Datafication Market

35. Datafication Market Future Outlook and Potential Analysis

  • 35.1 Datafication Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Datafication Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Datafication Market In 2028 - 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