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全球數據分析市場規模、份額、行業趨勢分析報告：按類型、應用、解決方案、區域展望、預測：2023-2030
市場調查報告書
商品編碼
1309680

全球數據分析市場規模、份額、行業趨勢分析報告：按類型、應用、解決方案、區域展望、預測：2023-2030

Global Data Analytics Market Size, Share & Industry Trends Analysis Report By Type (Predictive Analytics, Customer Analytics, Descriptive Analytics, Prescriptive Analytics), By Application, By Solution, By Regional Outlook and Forecast, 2023 - 2030
出版日期: | 出版商: KBV Research | 英文 278 Pages | 訂單完成後即時交付

價格

到 2030 年，數據分析市場規模預計將達到 3018 億美元，預測期內市場增長率為 26.8%。

市場增長因素

越來越多的公司和企業青睞數位化

通過將數據分析作為整個數位化轉型的共同主線，無論是在早期階段還是在整個數位化轉型過程中，公司都可以緩解當今關鍵業務挑戰的挑戰，這些挑戰可能成為有效數據項目的障礙。 數位化轉型的過程是持續的，並且基於數據分析，而不是一次性的舉措。 它還不僅需要採用新技術，還需要公司內部圍繞將數據置於決策核心的文化轉變。 因此，隨著數位化的快速引入，需求將會增加並推動市場的增長。

全球互聯網使用量增加

智能製造（工業4.0）也在蔓延。 物聯網是日常設備的機器對機器集成。 由於更多連接設備的帶寬消耗增加，物聯網 (IoT) 將會興起。 數據中心託管服務也有望促進物聯網行業的繁榮。 對 OTT 視頻內容的需求不斷增長、互聯網接入的增加以及家庭連接設備總數的增加都是將進一步推動互聯網需求的因素。 所有這些原因都促使更多的人使用互聯網並增加數據分析的使用，從而推動市場擴張。

市場抑制因素

企業隱私和安全漏洞增加

數據收集有時會損害客戶隱私。 因為提供您使用的服務的公司可以訪問有關您的在線交易、購買和訂閱的資訊。 一些公司與其他公司交換數據集以實現互惠互利。 所獲得的一些數據可能會被惡意用於針對個人、國家和社會。 企業需要謹慎對待從客戶收集的數據類型，並確保其受到安全保護。 僅收集分析所需的數據，敏感數據必須匿名以維護安全。 因此，這些隱私問題阻礙了市場的增長。

按類型劃分的前景

按類型劃分，市場分為規範性分析、預測性分析、客戶分析、描述性分析等。 預測分析領域將在 2022 年佔據最高的市場收入份額。 預測分析提供準確、可靠的見解，幫助公司找到問題的解決方案並發現機會，例如檢測欺詐、改進營銷活動、增強決策和提高運營效率。 當今的企業充滿了數據，從日誌文件到照片和視頻，存儲在公司內的各個位置。 數據科學家利用機器學習和深度學習算法來識別數據中的模式並預測未來事件。

解決方案展望

解決方案分為安全智能、數據管理、數據監控和數據挖掘。 到 2022 年，安全智能細分市場將佔據最高的市場收入份額。 隨著高級分析被更頻繁地用於檢測欺詐、簡化程序和管理數據風險，該細分市場正在不斷增長。 在預測期內，越來越多地採用數據分析軟件來提供安全的交易處理、對客戶記錄的受控訪問以及增強的客戶服務，預計將推動該行業的擴張。

應用前景

按應用劃分，市場分為供應鏈管理、企業資源規劃、數據庫管理、人力資源管理等。 2022 年企業資源規劃市場將出現顯著增長。 數據分析應用程序可以連接數據湖、傳統數據庫和數據倉庫，將來自大數據和業務應用程序的數據結合起來，以增強分析、預測和規劃。 此外，隨著企業越來越依賴數據驅動的決策，對數據庫訪問和評估的要求也在不斷增加。 人工智能、物聯網、混合雲和邊緣計算的快速發展推動了大數據的快速擴張。

區域展望

按地區劃分，我們對北美、歐洲、亞太地區和拉美地區 (LAMEA) 的市場進行了分析。 亞太地區將在 2022 年市場中佔據重要的收入份額。 這是由於汽車、BFSI、醫療保健和零售等其他行業的增長。 此外，隨著社交媒體、互聯網、移動電話和通信技術的進步得到更廣泛的使用，預計需求將會增長。 由於信息密集型人工智能和機器學習功能的採用，數據分析在中國、印度和日本等亞洲國家越來越受歡迎。 數據分析技術和解決方案的日益使用推動了市場增長。

內容

第 1 章市場範圍與研究方法

  • 市場定義
  • 目的
  • 市場範圍
  • 細分
  • 調查方法

第 2 章市場概述

  • 簡介
    • 摘要
      • 市場構成和情況
  • 影響市場的主要因素
    • 市場促進因素
    • 市場抑制因素

第 3 章競爭分析 - 世界

  • KBV 基數矩陣
  • 近期全行業戰略發展
    • 夥伴關係、協作和協議
    • 產品發布和產品擴展
    • 收購與合併
  • 2021 年市場份額分析
  • 關鍵成功策略
    • 主要策略
    • 重大戰略舉措

第 4 章全球數據分析市場：按類型

  • 全球預測分析市場：按地區
  • 全球客戶分析市場：按地區
  • 全球描述性分析市場：按地區
  • 全球規範分析市場：按地區
  • 世界各地的其他市場：按地區

第 5 章全球數據分析市場：按應用劃分

  • 全球供應鏈管理市場：按地區
  • 全球企業資源規劃市場：按地區
  • 全球數據庫管理市場：按地區
  • 全球人才管理市場：按地區
  • 世界各地的其他市場：按地區

第 6 章全球數據分析市場：按解決方案

  • 全球安全情報市場：按地區
  • 全球數據管理市場：按地區
  • 全球數據監控市場：按地區
  • 全球數據挖掘市場：按地區

第 7 章全球數據分析市場：按地區劃分

  • 北美
    • 北美市場：按國家/地區劃分
      • 美國
      • 加拿大
      • 墨西哥
      • 其他北美地區
  • 歐洲
    • 歐洲市場：按國家/地區分類
      • 德國
      • 英國
      • 法國
      • 俄羅斯
      • 西班牙
      • 意大利
      • 其他歐洲地區
  • 亞太地區
    • 亞太市場：按國家分類
      • 中國
      • 日本
      • 印度
      • 韓國
      • 新加坡
      • 馬來西亞
      • 其他亞太地區
  • 拉丁美洲/中東/非洲
    • 按國家/地區劃分的拉丁美洲/中東/非洲市場
      • 巴西
      • 阿根廷
      • 阿拉伯聯合酋長國
      • 沙特阿拉伯
      • 南非
      • 尼日利亞
      • 其他拉丁美洲/中東/非洲地區

第 8 章公司簡介

  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • IBM Corporation
  • Google LLC（Alphabet Inc）
  • Mu Sigma, Inc
  • Oracle Corporation
  • SAP SE
  • Sisense, Inc
  • Microsoft Corporation
  • ThoughtSpot, Inc
  • Zoho Corporation Pvt Ltd.

The Global Data Analytics Market size is expected to reach $301.8 billion by 2030, rising at a market growth of 26.8% CAGR during the forecast period.

North America region is the leader in utilizing data analytics in different industries. Consequently, North America would account for more than 33% share of the market by 2030. Prominent companies from various sectors are present in the region and use data analytics software extensively. For instance, utilizing data analytics, Twitter, Facebook, and Instagram gather user information about their tastes and send relevant adverts. The market expansion in North America may be attributed to the availability of the infrastructure required to enable data analytics as well as the rising use of cutting-edge tools like AI and machine learning.

Moreover, over the past few years, the demand for healthcare data analytics has only grown. The Centers for Disease Control and Prevention (CDC) reported that in the US, national healthcare spending made up 17.7% of GDP in 2019. The World Bank estimated that healthcare spending accounted for 5.59% of GDP in 2020. Consequently, the use of healthcare data analytics is being encouraged by numerous healthcare institutions. Therefore, with the expansion of the healthcare sector, the market will grow rapidly.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In May, 2022, Amazon Web Services collaborated with IBM to enable IBM to provide a wide range of its software catalog as Software-as-a-Service (SaaS) on AWS. Moreover, the collaboration helped the customers of both companies in enhancing their modernization to the cloud and consuming IBM Services in a cloud-native manner on AWS. Additionally, In March, 2022, Microsoft entered into a partnership with FD Technologies to expand the reach of its KX Insights streaming data analytics platform as many companies seek to develop the data infrastructure for real-time decision-making.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In August, 2022, Google extended its collaboration with CoreLogic, a leading global property data and analytics-driven solutions provider. Through this collaboration, Google focused on supporting the launch of the CoreLogic Discovery Platform. The platform was built on Google Cloud's sustainable and secure infrastructure. The collaboration aims to fulfill CoreLogic's clients' demands and allows the provision of efficient and comprehensive solutions for enterprises in the real estate finance market. Companies such as Oracle Corporation, SAP SE, IBM Corporation are some of the key innovators in the Market.

Market Growth Factors

More companies and businesses are favoring digitalization

Businesses can easily get over important contemporary business issues that may act as barriers to effective data projects by using data analytics as the commonality that runs through digital transformation, both at the beginning and throughout. The process of digital transformation is ongoing and is based on data analytics rather than being a one-time endeavor. It also demands a cultural shift within the firm centered on placing data at the core of decision-making, not merely adopting new technologies. Hence, with the rapid adoption of digitalization, the demand will increase, propelling the market's growth.

Increasing utilization of the Internet across the world

Smart manufacturing, or Industry 4.0, is also becoming more prevalent. The IoT is the machine-to-machine integration of commonplace devices. The Internet of Things (IoT) will rise due to rising bandwidth consumption as connected devices increase. Data center colocation services will also help the IoT industry flourish. Increased demand for OTT video content, increased internet access, and an increase in the number of total connected devices in households are further factors boosting internet demand. Because of all of these causes, more people are using the Internet, which has increased the use of data analytics and is driving the market's expansion.

Market Restraining Factors

Increase in privacy and security breaches among businesses

Data gathering can occasionally violate a customer's privacy because the companies whose services they are utilizing have access to information about their online transactions, purchases, and subscriptions. Some businesses might trade datasets with other businesses for mutual gain. There is a possibility that some of the data obtained could be used maliciously against an individual, nation, or society. Companies need to be careful about the kind of data they are gathering from clients and make sure the data is secure and protected. Only the data necessary for the analysis must be collected, and any sensitive data must be anonymized in order to keep it secure. As a result, these privacy concerns are hampering the growth of the market.

Type Outlook

Based on type, the market is segmented into prescriptive analytics, predictive analytics, customer analytics, descriptive analytics, and others. The predictive analytics segment garnered the highest revenue share in the market in 2022. Predictive analytics offers precise and trustworthy insights that assist firms in finding solutions to issues and seeing opportunities, such as spotting fraud, improving marketing campaigns, enhancing decision-making, and increasing operational efficiency. Today's businesses are flooded with data, which can range from log files to photos and video, stored in various locations around the company. Data scientists employ machine learning and deep learning algorithms to identify patterns in this data and forecast future events.

Solution Outlook

On the basis of solution, the market is fragmented into security intelligence, data management, data monitoring, and data mining. The security intelligence segment acquired the highest revenue share in the market in 2022. The segment is expanding because sophisticated analytics are used more frequently to spot fraud, streamline procedures, and manage data risks. Over the projection period, segment expansion is anticipated to be fueled by an increase in the adoption of data analytics software that offers secure transaction processing, control access to client records, and enhanced customer service.

Application Outlook

By application, the market is divided into supply chain management, enterprise resource planning, database management, human resource management, and others. The enterprise resource planning segment garnered a remarkable growth rate in the market in 2022. Applications for data analytics can connect data lakes, traditional databases, and data warehouses to combine Big Data with data from business applications to enhance analysis, forecasting, and planning. Additionally, the requirement to access and evaluate databases is growing as firms depend more on data-driven decision-making. The rapid expansion of big data, which created even more complexity for organizations to manage due to the segment's growth, was fueled by the quick development of artificial intelligence, IoT, hybrid cloud, and edge computing.

Regional Outlook

Region wise, the market is analysed across North America, Europe, Asia Pacific, and LAMEA. The Asia Pacific region acquired a substantial revenue share in the market in 2022. This results from the growth of other industries, including automotive, BFSI, healthcare, and retail. Additionally, it is anticipated that the demand will grow as social media, the internet, cell phones, and communication technology advances all become more widely used. Data analytics is becoming increasingly popular due to adoption of information-intensive AI and ML features throughout several Asian nations, including China, India, and Japan. Market growth is accelerated by the increasing use of data analytics techniques and solutions.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Amazon Web Services Inc., IBM Corporation, Google LLC (Alphabet Inc.), Mu Sigma, Inc., Oracle Corporation, SAP SE, Sisense Inc, Microsoft Corporation, ThoughtSpot Inc. and Zoho Corporation Pvt. Ltd.

Recent Strategies Deployed in Data Analytics Market

Partnerships, Collaboration and Agreements:

Aug-2022: Google extended its collaboration with CoreLogic, a leading global property data and analytics-driven solutions provider. Through this collaboration, Google focused on supporting the launch of the CoreLogic Discovery Platform. The platform was built on Google Cloud's sustainable and secure infrastructure. The collaboration aims to fulfill CoreLogic's clients' demands and allows the provision of efficient and comprehensive solutions for enterprises in the real estate finance market.

May-2022: Amazon Web Services collaborated with IBM, an American multinational technology corporation. Through this collaboration, AWS aimed to enable IBM to provide a wide range of its software catalog as Software-as-a-Service (SaaS) on AWS. Moreover, the collaboration helped the customers of both companies in enhancing their modernization to the cloud and consuming IBM Services in a cloud-native manner on AWS.

Mar-2022: Microsoft entered into a partnership with FD Technologies, a leading provider of products and consulting services. This partnership aimed at Microsoft to expand the reach of its KX Insights streaming data analytics platform as many companies seek to develop the data infrastructure for real-time decision-making.

Feb-2022: Microsoft extended partnership with The Qatar Financial Center Regulatory Authority (QFCRA), an independent regulator of the QFC, incorporated to authorize and regulate firms and individuals conducting financial services in or from the QFC. This partnership aimed Microsoft to explore a dedicated path for solutions that enhances Artificial Intelligence (AI) and data analytics to obtain actionable information via social media analytics, Robotics Process Automation (RPA), AI-powered knowledge mining, chatbots, and to transform digital objectives.

Dec-2021: Google Cloud partnered with Kyndryl, an American multinational information technology infrastructure services provider. Following this partnership, the latter company focused on expediting the digital transformation of customers and assisting them in becoming more data-driven, advanced, and sustainable businesses. In this collaboration, Google and Kyndryl applied their expertise in applied AI, analytics, and data, thereby assisting customers in attaining new knowledge and driving business results.

Nov-2021: Amazon Web Services partnered with Nasdaq, an American stock exchange based in New York City. Under this partnership, AWS focused on providing the next generation of cloud-enabled infrastructure for the capital markets of the world. Additionally, the partnership provided Nasdaq a way to move its main infrastructure to the cloud and create new services as they advance its second decade of cloud adoption.

Nov-2021: Amazon Web Services collaborated with Teradata, a connected multi-cloud data platform for business analytics. With this collaboration, AWS aimed at expediting Teradata's capabilities to fulfill the demands of the voluminous data workloads and subsequently help customers in utilizing data to modernize and innovate rapidly in the cloud. The collaboration accelerated the benefits and value that Teradata can provide to its customers.

Oct-2021: IBM formed a collaboration with Deloitte, a multinational professional services network. This collaboration aimed to introduce a new offering, DAPPER, which is an AI-enabled managed analytics solution. DAPPER's end-to-end capabilities would enable companies to gain confidence in the insights that their data offers through a secured, simple to consume managed service offering to resolve the challenges of adopting AI.

Aug-2021: IBM teamed up with Black & Veatch, a global leader in building critical human infrastructure. This collaboration aimed to jointly market Asset Performance Management (APM) solutions, which include remote monitoring technologies that integrate near real-time data analytics with AI to assist users to keep equipment and assets running at peak performance and reliability.

Aug-2021: IBM partnered with Cloudera, an American software company. Under this partnership, the companies would strengthen their joint development as well as go-to-market programs in order to bring the cutting-edge analytical potentials of IBM Cloud Pak for Data, a unified platform for AI and data, to the Cloudera Data Platform.

Mar-2021: Google Cloud collaborated with Deloitte, an international professional services network. Following this collaboration, the companies launched a platform for enterprises to assist them in handling cyber threats. This cloud-native platform is called PACE or Predictive Analytics for Cyber in Enterprises tool. The platform utilizes Deloitte's cyber risk quantification and risk management frameworks along with Google Products namely Loker, Chronicle, and BigQuery. PACE enables companies to identify and mitigate cyber threats.

Mar-2021: Oracle came into partnership with Red Bull Racing Honda. Under this partnership, Red Bull would leverage the ML and data analytics offerings of Oracle Cloud Infrastructure (OCI) to optimize how data is utilized over its business; from on-track tasks to putting more data in the hands of the Team's global fan base. In addition, the OCI-powered offerings would assist the team to sharpen its already formidable competitive edge.

Feb-2021: SAP entered into a partnership with Software AG, an enterprise software company. This partnership aimed to enhance surface supply chain management data to improve product quality. Additionally, the partnership would bring sensor-generated time-series data into the analytics and operational performance fold.

Product Launch and Product Expansions:

May-2023: ThoughtSpot revealed ThoughtSpot Monitor for Mobile, a mobile application that works with the ThoughtSpot analytics application. The new ThoughtSpot Monitor for Mobile delivers key performance indicators (KPIs) and other business metrics to users.

Nov-2022: IBM launched IBM Business Analytics Enterprise. The new product is a comprehensive suite that includes budgeting, reporting, forecasting, planning, and dashboard capabilities, providing the user with a holistic view of data sources across the entire business.

Sep-2022: ThoughtSpot unveiled ThoughtSpot Cloud, a fully managed SaaS offering based on its popular augmented analytics platform. The new platform is packed with artificial intelligence and automation. ThoughtSpot Cloud features a full-stack architecture and intuitive insight generation capabilities via the in-memory calculation engine.

Mar-2022: Microsoft unveiled Azure Health Data Services, a platform for analyzing and managing different kinds of patient data. The launched platform-as-a-service (PaaS) assists enterprises in managing disparate kinds of protected health information (PHI) spanning over multiple data stores and allowing them to work with -- and gather insights from -- patient data utilizing fewer resources and time.

Nov-2021: Oracle expanded its product line with new capabilities in Oracle Fusion Cloud Enterprise Resource Planning (ERP) Analytics. This product expansion aimed to allow finance and operations leaders to have higher visibility into costs and assets and fasten decision-making. Oracle Fusion ERP Analytics would provide the insights required to easily analyze working capital and procurement, revenue, payment performance, and profitability.

Jun-2021: SAP unveiled the SAP Business Network, integrating the vendor's logistics, purchasing, and asset intelligence software & services. In addition, the company also introduced new planning and analytics capabilities for the vendor's Business Technology Platform, along with new planning & data analysis capabilities and advancements to the SAP Business Technology Platform (BTP).

Mar-2021: Oracle unveiled a set of innovative enhancements to Oracle Autonomous Data Warehouse. These enhancements offer easy-to-use, no-code tools, which would empower Data Analysts to do tasks that earlier needed data engineers and data scientists.

Feb-2021: Sisense unveiled a new AI-driven analytics platform called Sisense Fusion. The new platform features actionable intelligence made up of five key components (Fuse, Connect, Analyze, Augment, Infuse) to enable businesses to make improved decisions, as well as the ability to embed analytics into customer-facing applications.

Acquisitions and Merger:

Jan-2022: Oracle took over Federos, a leading provider of cloud-enabled, AI-optimized network assurance, analytics, and automation software. With this acquisition, Oracle focused on empowering service providers with AI-optimized service and network analytics, assurance, and automated orchestration.

Jul-2021: Microsoft took over Suplari, a Seattle startup that utilizes AI to aid companies to understand and get a handle on spending. This acquisition aimed to aid customers to enhance financial visibility by using AI to automate the analysis of existing data and historical patterns from numerous data sources.

May-2021: ThoughtSpot entered into an agreement to acquire Diyotta, a data integration tool that connects enterprises to all their data. The acquisition would enable the company to further boost the ecosystem for the Modern Analytics Cloud, helping connect and integrate the analytics platform of the company with technologies across this growing industry.

Feb-2021: Amazon Web Services (AWS) acquired DataRow, a Web-based client for the Amazon Redshift cloud data warehouse. Through this acquisition, AWS enabled customers to offer users better AWS visualization & query resolution.

Scope of the Study

Market Segments covered in the Report:

By Type

  • Predictive Analytics
  • Customer Analytics
  • Descriptive Analytics
  • Prescriptive Analytics
  • Others

By Application

  • Supply Chain Management
  • Enterprise Resource Planning
  • Database Management
  • Human Resource Management
  • Others

By Solution

  • Security Intelligence
  • Data Management
  • Data Monitoring
  • Data Mining

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Amazon Web Services Inc.
  • IBM Corporation
  • Google LLC (Alphabet Inc.)
  • Mu Sigma, Inc.
  • Oracle Corporation
  • SAP SE
  • Sisense Inc
  • Microsoft Corporation
  • ThoughtSpot Inc.
  • Zoho Corporation Pvt. Ltd.

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Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Data Analytics Market, by Type
    • 1.4.2 Global Data Analytics Market, by Application
    • 1.4.3 Global Data Analytics Market, by Solution
    • 1.4.4 Global Data Analytics Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
      • 2.1.1.1 Market Composition and Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

  • 3.1 KBV Cardinal Matrix
  • 3.2 Recent Industry Wide Strategic Developments
    • 3.2.1 Partnerships, Collaborations and Agreements
    • 3.2.2 Product Launches and Product Expansions
    • 3.2.3 Acquisition and Mergers
  • 3.3 Market Share Analysis, 2021
  • 3.4 Top Winning Strategies
    • 3.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
    • 3.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2019, May - 2022, Aug) Leading Players

Chapter 4. Global Data Analytics Market by Type

  • 4.1 Global Predictive Analytics Market by Region
  • 4.2 Global Customer Analytics Market by Region
  • 4.3 Global Descriptive Analytics Market by Region
  • 4.4 Global Prescriptive Analytics Market by Region
  • 4.5 Global Others Market by Region

Chapter 5. Global Data Analytics Market by Application

  • 5.1 Global Supply Chain Management Market by Region
  • 5.2 Global Enterprise Resource Planning Market by Region
  • 5.3 Global Database Management Market by Region
  • 5.4 Global Human Resource Management Market by Region
  • 5.5 Global Others Market by Region

Chapter 6. Global Data Analytics Market by Solution

  • 6.1 Global Security Intelligence Market by Region
  • 6.2 Global Data Management Market by Region
  • 6.3 Global Data Monitoring Market by Region
  • 6.4 Global Data Mining Market by Region

Chapter 7. Global Data Analytics Market by Region

  • 7.1 North America Data Analytics Market
    • 7.1.1 North America Data Analytics Market by Type
      • 7.1.1.1 North America Predictive Analytics Market by Country
      • 7.1.1.2 North America Customer Analytics Market by Country
      • 7.1.1.3 North America Descriptive Analytics Market by Country
      • 7.1.1.4 North America Prescriptive Analytics Market by Country
      • 7.1.1.5 North America Others Market by Country
    • 7.1.2 North America Data Analytics Market by Application
      • 7.1.2.1 North America Supply Chain Management Market by Country
      • 7.1.2.2 North America Enterprise Resource Planning Market by Country
      • 7.1.2.3 North America Database Management Market by Country
      • 7.1.2.4 North America Human Resource Management Market by Country
      • 7.1.2.5 North America Others Market by Country
    • 7.1.3 North America Data Analytics Market by Solution
      • 7.1.3.1 North America Security Intelligence Market by Country
      • 7.1.3.2 North America Data Management Market by Country
      • 7.1.3.3 North America Data Monitoring Market by Country
      • 7.1.3.4 North America Data Mining Market by Country
    • 7.1.4 North America Data Analytics Market by Country
      • 7.1.4.1 US Data Analytics Market
        • 7.1.4.1.1 US Data Analytics Market by Type
        • 7.1.4.1.2 US Data Analytics Market by Application
        • 7.1.4.1.3 US Data Analytics Market by Solution
      • 7.1.4.2 Canada Data Analytics Market
        • 7.1.4.2.1 Canada Data Analytics Market by Type
        • 7.1.4.2.2 Canada Data Analytics Market by Application
        • 7.1.4.2.3 Canada Data Analytics Market by Solution
      • 7.1.4.3 Mexico Data Analytics Market
        • 7.1.4.3.1 Mexico Data Analytics Market by Type
        • 7.1.4.3.2 Mexico Data Analytics Market by Application
        • 7.1.4.3.3 Mexico Data Analytics Market by Solution
      • 7.1.4.4 Rest of North America Data Analytics Market
        • 7.1.4.4.1 Rest of North America Data Analytics Market by Type
        • 7.1.4.4.2 Rest of North America Data Analytics Market by Application
        • 7.1.4.4.3 Rest of North America Data Analytics Market by Solution
  • 7.2 Europe Data Analytics Market
    • 7.2.1 Europe Data Analytics Market by Type
      • 7.2.1.1 Europe Predictive Analytics Market by Country
      • 7.2.1.2 Europe Customer Analytics Market by Country
      • 7.2.1.3 Europe Descriptive Analytics Market by Country
      • 7.2.1.4 Europe Prescriptive Analytics Market by Country
      • 7.2.1.5 Europe Others Market by Country
    • 7.2.2 Europe Data Analytics Market by Application
      • 7.2.2.1 Europe Supply Chain Management Market by Country
      • 7.2.2.2 Europe Enterprise Resource Planning Market by Country
      • 7.2.2.3 Europe Database Management Market by Country
      • 7.2.2.4 Europe Human Resource Management Market by Country
      • 7.2.2.5 Europe Others Market by Country
    • 7.2.3 Europe Data Analytics Market by Solution
      • 7.2.3.1 Europe Security Intelligence Market by Country
      • 7.2.3.2 Europe Data Management Market by Country
      • 7.2.3.3 Europe Data Monitoring Market by Country
      • 7.2.3.4 Europe Data Mining Market by Country
    • 7.2.4 Europe Data Analytics Market by Country
      • 7.2.4.1 Germany Data Analytics Market
        • 7.2.4.1.1 Germany Data Analytics Market by Type
        • 7.2.4.1.2 Germany Data Analytics Market by Application
        • 7.2.4.1.3 Germany Data Analytics Market by Solution
      • 7.2.4.2 UK Data Analytics Market
        • 7.2.4.2.1 UK Data Analytics Market by Type
        • 7.2.4.2.2 UK Data Analytics Market by Application
        • 7.2.4.2.3 UK Data Analytics Market by Solution
      • 7.2.4.3 France Data Analytics Market
        • 7.2.4.3.1 France Data Analytics Market by Type
        • 7.2.4.3.2 France Data Analytics Market by Application
        • 7.2.4.3.3 France Data Analytics Market by Solution
      • 7.2.4.4 Russia Data Analytics Market
        • 7.2.4.4.1 Russia Data Analytics Market by Type
        • 7.2.4.4.2 Russia Data Analytics Market by Application
        • 7.2.4.4.3 Russia Data Analytics Market by Solution
      • 7.2.4.5 Spain Data Analytics Market
        • 7.2.4.5.1 Spain Data Analytics Market by Type
        • 7.2.4.5.2 Spain Data Analytics Market by Application
        • 7.2.4.5.3 Spain Data Analytics Market by Solution
      • 7.2.4.6 Italy Data Analytics Market
        • 7.2.4.6.1 Italy Data Analytics Market by Type
        • 7.2.4.6.2 Italy Data Analytics Market by Application
        • 7.2.4.6.3 Italy Data Analytics Market by Solution
      • 7.2.4.7 Rest of Europe Data Analytics Market
        • 7.2.4.7.1 Rest of Europe Data Analytics Market by Type
        • 7.2.4.7.2 Rest of Europe Data Analytics Market by Application
        • 7.2.4.7.3 Rest of Europe Data Analytics Market by Solution
  • 7.3 Asia Pacific Data Analytics Market
    • 7.3.1 Asia Pacific Data Analytics Market by Type
      • 7.3.1.1 Asia Pacific Predictive Analytics Market by Country
      • 7.3.1.2 Asia Pacific Customer Analytics Market by Country
      • 7.3.1.3 Asia Pacific Descriptive Analytics Market by Country
      • 7.3.1.4 Asia Pacific Prescriptive Analytics Market by Country
      • 7.3.1.5 Asia Pacific Others Market by Country
    • 7.3.2 Asia Pacific Data Analytics Market by Application
      • 7.3.2.1 Asia Pacific Supply Chain Management Market by Country
      • 7.3.2.2 Asia Pacific Enterprise Resource Planning Market by Country
      • 7.3.2.3 Asia Pacific Database Management Market by Country
      • 7.3.2.4 Asia Pacific Human Resource Management Market by Country
      • 7.3.2.5 Asia Pacific Others Market by Country
    • 7.3.3 Asia Pacific Data Analytics Market by Solution
      • 7.3.3.1 Asia Pacific Security Intelligence Market by Country
      • 7.3.3.2 Asia Pacific Data Management Market by Country
      • 7.3.3.3 Asia Pacific Data Monitoring Market by Country
      • 7.3.3.4 Asia Pacific Data Mining Market by Country
    • 7.3.4 Asia Pacific Data Analytics Market by Country
      • 7.3.4.1 China Data Analytics Market
        • 7.3.4.1.1 China Data Analytics Market by Type
        • 7.3.4.1.2 China Data Analytics Market by Application
        • 7.3.4.1.3 China Data Analytics Market by Solution
      • 7.3.4.2 Japan Data Analytics Market
        • 7.3.4.2.1 Japan Data Analytics Market by Type
        • 7.3.4.2.2 Japan Data Analytics Market by Application
        • 7.3.4.2.3 Japan Data Analytics Market by Solution
      • 7.3.4.3 India Data Analytics Market
        • 7.3.4.3.1 India Data Analytics Market by Type
        • 7.3.4.3.2 India Data Analytics Market by Application
        • 7.3.4.3.3 India Data Analytics Market by Solution
      • 7.3.4.4 South Korea Data Analytics Market
        • 7.3.4.4.1 South Korea Data Analytics Market by Type
        • 7.3.4.4.2 South Korea Data Analytics Market by Application
        • 7.3.4.4.3 South Korea Data Analytics Market by Solution
      • 7.3.4.5 Singapore Data Analytics Market
        • 7.3.4.5.1 Singapore Data Analytics Market by Type
        • 7.3.4.5.2 Singapore Data Analytics Market by Application
        • 7.3.4.5.3 Singapore Data Analytics Market by Solution
      • 7.3.4.6 Malaysia Data Analytics Market
        • 7.3.4.6.1 Malaysia Data Analytics Market by Type
        • 7.3.4.6.2 Malaysia Data Analytics Market by Application
        • 7.3.4.6.3 Malaysia Data Analytics Market by Solution
      • 7.3.4.7 Rest of Asia Pacific Data Analytics Market
        • 7.3.4.7.1 Rest of Asia Pacific Data Analytics Market by Type
        • 7.3.4.7.2 Rest of Asia Pacific Data Analytics Market by Application
        • 7.3.4.7.3 Rest of Asia Pacific Data Analytics Market by Solution
  • 7.4 LAMEA Data Analytics Market
    • 7.4.1 LAMEA Data Analytics Market by Type
      • 7.4.1.1 LAMEA Predictive Analytics Market by Country
      • 7.4.1.2 LAMEA Customer Analytics Market by Country
      • 7.4.1.3 LAMEA Descriptive Analytics Market by Country
      • 7.4.1.4 LAMEA Prescriptive Analytics Market by Country
      • 7.4.1.5 LAMEA Others Market by Country
    • 7.4.2 LAMEA Data Analytics Market by Application
      • 7.4.2.1 LAMEA Supply Chain Management Market by Country
      • 7.4.2.2 LAMEA Enterprise Resource Planning Market by Country
      • 7.4.2.3 LAMEA Database Management Market by Country
      • 7.4.2.4 LAMEA Human Resource Management Market by Country
      • 7.4.2.5 LAMEA Others Market by Country
    • 7.4.3 LAMEA Data Analytics Market by Solution
      • 7.4.3.1 LAMEA Security Intelligence Market by Country
      • 7.4.3.2 LAMEA Data Management Market by Country
      • 7.4.3.3 LAMEA Data Monitoring Market by Country
      • 7.4.3.4 LAMEA Data Mining Market by Country
    • 7.4.4 LAMEA Data Analytics Market by Country
      • 7.4.4.1 Brazil Data Analytics Market
        • 7.4.4.1.1 Brazil Data Analytics Market by Type
        • 7.4.4.1.2 Brazil Data Analytics Market by Application
        • 7.4.4.1.3 Brazil Data Analytics Market by Solution
      • 7.4.4.2 Argentina Data Analytics Market
        • 7.4.4.2.1 Argentina Data Analytics Market by Type
        • 7.4.4.2.2 Argentina Data Analytics Market by Application
        • 7.4.4.2.3 Argentina Data Analytics Market by Solution
      • 7.4.4.3 UAE Data Analytics Market
        • 7.4.4.3.1 UAE Data Analytics Market by Type
        • 7.4.4.3.2 UAE Data Analytics Market by Application
        • 7.4.4.3.3 UAE Data Analytics Market by Solution
      • 7.4.4.4 Saudi Arabia Data Analytics Market
        • 7.4.4.4.1 Saudi Arabia Data Analytics Market by Type
        • 7.4.4.4.2 Saudi Arabia Data Analytics Market by Application
        • 7.4.4.4.3 Saudi Arabia Data Analytics Market by Solution
      • 7.4.4.5 South Africa Data Analytics Market
        • 7.4.4.5.1 South Africa Data Analytics Market by Type
        • 7.4.4.5.2 South Africa Data Analytics Market by Application
        • 7.4.4.5.3 South Africa Data Analytics Market by Solution
      • 7.4.4.6 Nigeria Data Analytics Market
        • 7.4.4.6.1 Nigeria Data Analytics Market by Type
        • 7.4.4.6.2 Nigeria Data Analytics Market by Application
        • 7.4.4.6.3 Nigeria Data Analytics Market by Solution
      • 7.4.4.7 Rest of LAMEA Data Analytics Market
        • 7.4.4.7.1 Rest of LAMEA Data Analytics Market by Type
        • 7.4.4.7.2 Rest of LAMEA Data Analytics Market by Application
        • 7.4.4.7.3 Rest of LAMEA Data Analytics Market by Solution

Chapter 8. Company Profiles

  • 8.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 8.1.1 Company Overview
    • 8.1.2 Financial Analysis
    • 8.1.3 Segmental Analysis
    • 8.1.4 Recent strategies and developments:
      • 8.1.4.1 Partnerships, Collaborations, and Agreements:
      • 8.1.4.2 Product Launches and Product Expansions:
      • 8.1.4.3 Acquisition and Mergers:
    • 8.1.5 SWOT Analysis
  • 8.2 IBM Corporation
    • 8.2.1 Company Overview
    • 8.2.2 Financial Analysis
    • 8.2.3 Regional & Segmental Analysis
    • 8.2.4 Research & Development Expenses
    • 8.2.5 Recent strategies and developments:
      • 8.2.5.1 Partnerships, Collaborations, and Agreements:
      • 8.2.5.2 Product Launches and Product Expansions:
      • 8.2.5.3 Acquisition and Mergers:
    • 8.2.6 SWOT Analysis
  • 8.3 Google LLC (Alphabet Inc.)
    • 8.3.1 Company Overview
    • 8.3.2 Financial Analysis
    • 8.3.3 Segmental and Regional Analysis
    • 8.3.4 Research & Development Expense
    • 8.3.5 Recent strategies and developments:
      • 8.3.5.1 Partnerships, Collaborations, and Agreements:
      • 8.3.5.2 Acquisition and Mergers:
    • 8.3.6 SWOT Analysis
  • 8.4 Mu Sigma, Inc.
    • 8.4.1 Company Overview
  • 8.5 Oracle Corporation
    • 8.5.1 Company Overview
    • 8.5.2 Financial Analysis
    • 8.5.3 Segmental and Regional Analysis
    • 8.5.4 Research & Development Expense
    • 8.5.5 Recent strategies and developments:
      • 8.5.5.1 Partnerships, Collaborations, and Agreements:
      • 8.5.5.2 Product Launches and Product Expansions:
      • 8.5.5.3 Acquisition and Mergers:
    • 8.5.6 SWOT Analysis
  • 8.6 SAP SE
    • 8.6.1 Company Overview
    • 8.6.2 Financial Analysis
    • 8.6.3 Segmental and Regional Analysis
    • 8.6.4 Research & Development Expense
    • 8.6.5 Recent strategies and developments:
      • 8.6.5.1 Partnerships, Collaborations, and Agreements:
      • 8.6.5.2 Product Launches and Product Expansions:
      • 8.6.5.3 Acquisition and Mergers:
    • 8.6.6 SWOT Analysis
  • 8.7 Sisense, Inc.
    • 8.7.1 Company Overview
    • 8.7.2 Recent strategies and developments:
      • 8.7.2.1 Partnerships, Collaborations, and Agreements:
      • 8.7.2.2 Product Launches and Product Expansions:
      • 8.7.2.3 Acquisition and Mergers:
  • 8.8 Microsoft Corporation
    • 8.8.1 Company Overview
    • 8.8.2 Financial Analysis
    • 8.8.3 Segmental and Regional Analysis
    • 8.8.4 Research & Development Expenses
    • 8.8.5 Recent strategies and developments:
      • 8.8.5.1 Partnerships, Collaborations, and Agreements:
      • 8.8.5.2 Product Launches and Product Expansions:
      • 8.8.5.3 Acquisition and Mergers:
    • 8.8.6 SWOT Analysis
  • 8.9 ThoughtSpot, Inc.
    • 8.9.1 Company Overview
    • 8.9.2 Recent strategies and developments:
      • 8.9.2.1 Partnerships, Collaborations, and Agreements:
      • 8.9.2.2 Product Launches and Product Expansions:
      • 8.9.2.3 Acquisition and Mergers:
  • 8.10. Zoho Corporation Pvt. Ltd.
    • 8.10.1 Company Overview

LIST OF TABLES

  • TABLE 1 Global Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 2 Global Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Data Analytics Market
  • TABLE 4 Product Launches And Product Expansions- Data Analytics Market
  • TABLE 5 Acquisition and Mergers- Data Analytics Market
  • TABLE 6 Global Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 7 Global Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 8 Global Predictive Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 9 Global Predictive Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 10 Global Customer Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 11 Global Customer Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 12 Global Descriptive Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 13 Global Descriptive Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 14 Global Prescriptive Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 15 Global Prescriptive Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 16 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 17 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 18 Global Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 19 Global Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 20 Global Supply Chain Management Market by Region, 2019 - 2022, USD Million
  • TABLE 21 Global Supply Chain Management Market by Region, 2023 - 2030, USD Million
  • TABLE 22 Global Enterprise Resource Planning Market by Region, 2019 - 2022, USD Million
  • TABLE 23 Global Enterprise Resource Planning Market by Region, 2023 - 2030, USD Million
  • TABLE 24 Global Database Management Market by Region, 2019 - 2022, USD Million
  • TABLE 25 Global Database Management Market by Region, 2023 - 2030, USD Million
  • TABLE 26 Global Human Resource Management Market by Region, 2019 - 2022, USD Million
  • TABLE 27 Global Human Resource Management Market by Region, 2023 - 2030, USD Million
  • TABLE 28 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 29 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 30 Global Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 31 Global Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 32 Global Security Intelligence Market by Region, 2019 - 2022, USD Million
  • TABLE 33 Global Security Intelligence Market by Region, 2023 - 2030, USD Million
  • TABLE 34 Global Data Management Market by Region, 2019 - 2022, USD Million
  • TABLE 35 Global Data Management Market by Region, 2023 - 2030, USD Million
  • TABLE 36 Global Data Monitoring Market by Region, 2019 - 2022, USD Million
  • TABLE 37 Global Data Monitoring Market by Region, 2023 - 2030, USD Million
  • TABLE 38 Global Data Mining Market by Region, 2019 - 2022, USD Million
  • TABLE 39 Global Data Mining Market by Region, 2023 - 2030, USD Million
  • TABLE 40 Global Data Analytics Market by Region, 2019 - 2022, USD Million
  • TABLE 41 Global Data Analytics Market by Region, 2023 - 2030, USD Million
  • TABLE 42 North America Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 43 North America Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 44 North America Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 45 North America Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 46 North America Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 47 North America Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 48 North America Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 49 North America Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 50 North America Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 51 North America Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 52 North America Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 53 North America Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 54 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 55 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 56 North America Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 57 North America Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 58 North America Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 59 North America Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 60 North America Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 61 North America Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 62 North America Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 63 North America Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 64 North America Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 65 North America Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 66 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 67 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 68 North America Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 69 North America Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 70 North America Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 71 North America Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 72 North America Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 73 North America Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 74 North America Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 75 North America Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 76 North America Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 77 North America Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 78 North America Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 79 North America Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 80 US Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 81 US Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 82 US Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 83 US Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 84 US Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 85 US Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 86 US Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 87 US Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 88 Canada Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 89 Canada Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 90 Canada Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 91 Canada Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 92 Canada Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 93 Canada Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 94 Canada Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 95 Canada Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 96 Mexico Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 97 Mexico Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 98 Mexico Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 99 Mexico Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 100 Mexico Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 101 Mexico Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 102 Mexico Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 103 Mexico Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 104 Rest of North America Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 105 Rest of North America Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 106 Rest of North America Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 107 Rest of North America Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 108 Rest of North America Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 109 Rest of North America Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 110 Rest of North America Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 111 Rest of North America Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 112 Europe Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 113 Europe Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 114 Europe Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 115 Europe Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 116 Europe Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 117 Europe Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 118 Europe Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 119 Europe Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 120 Europe Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 121 Europe Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 122 Europe Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 123 Europe Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 124 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 125 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 126 Europe Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 127 Europe Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 128 Europe Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 129 Europe Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 130 Europe Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 131 Europe Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 132 Europe Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 133 Europe Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 134 Europe Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 135 Europe Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 136 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 137 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 138 Europe Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 139 Europe Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 140 Europe Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 141 Europe Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 142 Europe Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 143 Europe Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 144 Europe Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 145 Europe Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 146 Europe Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 147 Europe Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 148 Europe Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 149 Europe Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 150 Germany Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 151 Germany Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 152 Germany Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 153 Germany Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 154 Germany Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 155 Germany Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 156 Germany Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 157 Germany Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 158 UK Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 159 UK Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 160 UK Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 161 UK Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 162 UK Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 163 UK Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 164 UK Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 165 UK Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 166 France Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 167 France Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 168 France Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 169 France Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 170 France Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 171 France Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 172 France Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 173 France Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 174 Russia Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 175 Russia Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 176 Russia Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 177 Russia Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 178 Russia Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 179 Russia Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 180 Russia Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 181 Russia Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 182 Spain Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 183 Spain Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 184 Spain Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 185 Spain Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 186 Spain Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 187 Spain Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 188 Spain Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 189 Spain Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 190 Italy Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 191 Italy Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 192 Italy Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 193 Italy Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 194 Italy Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 195 Italy Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 196 Italy Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 197 Italy Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 198 Rest of Europe Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 199 Rest of Europe Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 200 Rest of Europe Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 201 Rest of Europe Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 202 Rest of Europe Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 203 Rest of Europe Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 204 Rest of Europe Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 205 Rest of Europe Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 206 Asia Pacific Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 207 Asia Pacific Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 208 Asia Pacific Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 209 Asia Pacific Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 210 Asia Pacific Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 211 Asia Pacific Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 212 Asia Pacific Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 213 Asia Pacific Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 214 Asia Pacific Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 215 Asia Pacific Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 216 Asia Pacific Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 217 Asia Pacific Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 218 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 219 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 220 Asia Pacific Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 221 Asia Pacific Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 222 Asia Pacific Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 223 Asia Pacific Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 224 Asia Pacific Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 225 Asia Pacific Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 226 Asia Pacific Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 227 Asia Pacific Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 228 Asia Pacific Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 229 Asia Pacific Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 230 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 231 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 232 Asia Pacific Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 233 Asia Pacific Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 234 Asia Pacific Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 235 Asia Pacific Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 236 Asia Pacific Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 237 Asia Pacific Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 238 Asia Pacific Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 239 Asia Pacific Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 240 Asia Pacific Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 241 Asia Pacific Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 242 Asia Pacific Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 243 Asia Pacific Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 244 China Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 245 China Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 246 China Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 247 China Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 248 China Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 249 China Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 250 China Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 251 China Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 252 Japan Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 253 Japan Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 254 Japan Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 255 Japan Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 256 Japan Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 257 Japan Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 258 Japan Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 259 Japan Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 260 India Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 261 India Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 262 India Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 263 India Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 264 India Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 265 India Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 266 India Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 267 India Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 268 South Korea Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 269 South Korea Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 270 South Korea Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 271 South Korea Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 272 South Korea Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 273 South Korea Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 274 South Korea Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 275 South Korea Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 276 Singapore Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 277 Singapore Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 278 Singapore Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 279 Singapore Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 280 Singapore Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 281 Singapore Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 282 Singapore Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 283 Singapore Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 284 Malaysia Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 285 Malaysia Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 286 Malaysia Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 287 Malaysia Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 288 Malaysia Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 289 Malaysia Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 290 Malaysia Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 291 Malaysia Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 292 Rest of Asia Pacific Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 293 Rest of Asia Pacific Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 294 Rest of Asia Pacific Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 295 Rest of Asia Pacific Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 296 Rest of Asia Pacific Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 297 Rest of Asia Pacific Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 298 Rest of Asia Pacific Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 299 Rest of Asia Pacific Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 300 LAMEA Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 301 LAMEA Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 302 LAMEA Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 303 LAMEA Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 304 LAMEA Predictive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 305 LAMEA Predictive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 306 LAMEA Customer Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 307 LAMEA Customer Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 308 LAMEA Descriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 309 LAMEA Descriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 310 LAMEA Prescriptive Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 311 LAMEA Prescriptive Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 312 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 313 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 314 LAMEA Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 315 LAMEA Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 316 LAMEA Supply Chain Management Market by Country, 2019 - 2022, USD Million
  • TABLE 317 LAMEA Supply Chain Management Market by Country, 2023 - 2030, USD Million
  • TABLE 318 LAMEA Enterprise Resource Planning Market by Country, 2019 - 2022, USD Million
  • TABLE 319 LAMEA Enterprise Resource Planning Market by Country, 2023 - 2030, USD Million
  • TABLE 320 LAMEA Database Management Market by Country, 2019 - 2022, USD Million
  • TABLE 321 LAMEA Database Management Market by Country, 2023 - 2030, USD Million
  • TABLE 322 LAMEA Human Resource Management Market by Country, 2019 - 2022, USD Million
  • TABLE 323 LAMEA Human Resource Management Market by Country, 2023 - 2030, USD Million
  • TABLE 324 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 325 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 326 LAMEA Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 327 LAMEA Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 328 LAMEA Security Intelligence Market by Country, 2019 - 2022, USD Million
  • TABLE 329 LAMEA Security Intelligence Market by Country, 2023 - 2030, USD Million
  • TABLE 330 LAMEA Data Management Market by Country, 2019 - 2022, USD Million
  • TABLE 331 LAMEA Data Management Market by Country, 2023 - 2030, USD Million
  • TABLE 332 LAMEA Data Monitoring Market by Country, 2019 - 2022, USD Million
  • TABLE 333 LAMEA Data Monitoring Market by Country, 2023 - 2030, USD Million
  • TABLE 334 LAMEA Data Mining Market by Country, 2019 - 2022, USD Million
  • TABLE 335 LAMEA Data Mining Market by Country, 2023 - 2030, USD Million
  • TABLE 336 LAMEA Data Analytics Market by Country, 2019 - 2022, USD Million
  • TABLE 337 LAMEA Data Analytics Market by Country, 2023 - 2030, USD Million
  • TABLE 338 Brazil Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 339 Brazil Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 340 Brazil Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 341 Brazil Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 342 Brazil Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 343 Brazil Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 344 Brazil Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 345 Brazil Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 346 Argentina Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 347 Argentina Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 348 Argentina Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 349 Argentina Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 350 Argentina Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 351 Argentina Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 352 Argentina Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 353 Argentina Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 354 UAE Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 355 UAE Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 356 UAE Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 357 UAE Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 358 UAE Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 359 UAE Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 360 UAE Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 361 UAE Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 362 Saudi Arabia Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 363 Saudi Arabia Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 364 Saudi Arabia Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 365 Saudi Arabia Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 366 Saudi Arabia Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 367 Saudi Arabia Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 368 Saudi Arabia Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 369 Saudi Arabia Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 370 South Africa Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 371 South Africa Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 372 South Africa Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 373 South Africa Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 374 South Africa Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 375 South Africa Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 376 South Africa Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 377 South Africa Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 378 Nigeria Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 379 Nigeria Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 380 Nigeria Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 381 Nigeria Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 382 Nigeria Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 383 Nigeria Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 384 Nigeria Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 385 Nigeria Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 386 Rest of LAMEA Data Analytics Market, 2019 - 2022, USD Million
  • TABLE 387 Rest of LAMEA Data Analytics Market, 2023 - 2030, USD Million
  • TABLE 388 Rest of LAMEA Data Analytics Market by Type, 2019 - 2022, USD Million
  • TABLE 389 Rest of LAMEA Data Analytics Market by Type, 2023 - 2030, USD Million
  • TABLE 390 Rest of LAMEA Data Analytics Market by Application, 2019 - 2022, USD Million
  • TABLE 391 Rest of LAMEA Data Analytics Market by Application, 2023 - 2030, USD Million
  • TABLE 392 Rest of LAMEA Data Analytics Market by Solution, 2019 - 2022, USD Million
  • TABLE 393 Rest of LAMEA Data Analytics Market by Solution, 2023 - 2030, USD Million
  • TABLE 394 Key Information - Amazon Web Services, Inc.
  • TABLE 395 Key information - IBM Corporation
  • TABLE 396 Key Information - Google LLC
  • TABLE 397 Key Information - Mu Sigma, Inc.
  • TABLE 398 Key Information - Oracle Corporation
  • TABLE 399 Key Information - SAP SE
  • TABLE 400 Key Information - Sisense, Inc.
  • TABLE 401 key information - Microsoft Corporation
  • TABLE 402 Key Information - ThoughtSpot, Inc.
  • TABLE 403 Key Information - Zoho Corporation Pvt. Ltd.

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 KBV Cardinal Matrix
  • FIG 3 Market Share Analysis, 2021
  • FIG 4 Key Leading Strategies: Percentage Distribution (2019-2023)
  • FIG 5 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2019, May - 2022, Aug) Leading Players
  • FIG 6 Global Data Analytics Market share by Type, 2022
  • FIG 7 Global Data Analytics Market share by Type, 2030
  • FIG 8 Global Data Analytics Market by Type, 2019 - 2030, USD Million
  • FIG 9 Global Data Analytics Market share by Application, 2022
  • FIG 10 Global Data Analytics Market share by Application, 2030
  • FIG 11 Global Data Analytics Market by Application, 2019 - 2030, USD Million
  • FIG 12 Global Data Analytics Market share by Solution, 2022
  • FIG 13 Global Data Analytics Market share by Solution, 2030
  • FIG 14 Global Data Analytics Market by Solution, 2019 - 2030, USD Million
  • FIG 15 Global Data Analytics Market share by Region, 2022
  • FIG 16 Global Data Analytics Market share by Region, 2030
  • FIG 17 Global Data Analytics Market by Region, 2019 - 2030, USD Million
  • FIG 18 Recent strategies and developments: Amazon Web Services, Inc.
  • FIG 19 SWOT analysis: Amazon.com, Inc.
  • FIG 20 Recent strategies and developments: IBM Corporation
  • FIG 21 Swot analysis: IBM Corporation
  • FIG 22 Recent strategies and developments: Google LLC (Alphabet Inc.)
  • FIG 23 SWOT Analysis: Alphabet Inc. (Google LLC)
  • FIG 24 Recent strategies and developments: Oracle Corporation
  • FIG 25 SWOT analysis: Oracle Corporation
  • FIG 26 Recent strategies and developments: SAP SE
  • FIG 27 SWOT Analysis: SAP SE
  • FIG 28 Recent strategies and developments: Sisense Inc
  • FIG 29 Recent strategies and developments: Microsoft Corporation
  • FIG 30 SWOT Analysis: Microsoft Corporation
  • FIG 31 Recent strategies and developments: ThoughtSpot Inc.