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封面
市场调查报告书
商品编码
1321826

全球资料分析市场规模、份额和增长分析：按类型、部署、公司规模和最终用途- 行业预测（2023-2030）

Global Data Analytics Market Size, Share, Growth Analysis, By Type, By Deployment, By Enterprise Size, By End-Use - Industry Forecast 2023-2030
出版日期: | 出版商: SkyQuest | 英文 157 Pages | 商品交期: 3-5个工作天内

价格
简介目录

全球资料分析市场规模预计将从 2021 年的约 394.1 亿美元增至 2028 年的 2891.2 亿美元，在预测期内（2022-2028 年）年复合成长率为 29.25%。

由于各行业越来越多地采用资料驱动的决策，该市场已显示出显着增长。物联网设备的激增、大资料技术的进步以及对预测分析的需求不断增长等因素正在推动市场扩张。此外，对基于云的分析解决方案以及人工智能和机器学习算法的整合的日益关注预计将在未来几年进一步推动市场增长。

促进因素

机器学习算法、人工智能和物联网的日益普及导致物联网设备的连接性增加。据一家国际资料公司称，到 2025 年，每分钟将有 150,000 个物联网设备连接。对互联设备不断增长的需求正在加速边缘计算的采用。与基于云的解决方案不同，边缘计算使处理能力更接近资料来源和目的地。通过将资料保存在源和目标本地，可以减少网络和服务器的负载，并加快资料传输到本地和云系统的速度。在工业IoT背景下，边缘计算特别有价值，因为它可以实现实时资料处理和更快的响应时间。

抑制

这一技术进步也引发了重大的安全问题，包括实时安全、保护客户资料隐私以及确保整体系统安全的需求。需要解决的主要挑战包括远程存储、身份管理不善、缺乏对系统和网络安全的投资、人为错误以及连接设备和物联网应用程序中的漏洞。克服这些挑战需要大量的组织努力。此外，针对跨企业存储的消费者资料的资料洩露和网络攻击的增加可能会阻碍行业增长。

趋势

由于缺乏具备大数据分析专业知识的熟练专业人员，资料分析资料分析正面临重大挑战。随着每分钟不断产生大量资料，高速分析不同类型的资料变得非常重要。这推动了对数据科学家和大数据分析师的需求，他们需要具备跨学科技能、精通大资料分析、处理资料的速度、种类和数量的能力，以及对资料和资料流程的理解。对于资源有限的组织来说，聘请能够有效处理这些方面并为其成功做出贡献的资料科学家至关重要。

本报告对全球资料分析市场进行研究和分析，提供市场动态和预测、細項分析、公司简介等。

目录

执行摘要

调查方法

母公司市场分析

  • 市场概况
  • 市场规模
  • 市场动态
    • 促进因素
    • 机会
    • 抑制因素
    • 任务

主要市场考虑因素

  • 技术分析
  • 价格分析
  • 供应链分析
  • 价值链分析
  • 市场生态系统
  • 知识产权分析
  • 贸易分析
  • 启动分析
  • 原材料分析
  • 创新矩阵
  • 管道产品分析
  • 宏观经济指标
  • 主要投资分析
  • 关键成功因素
  • 竞争程度

市场动态及预测

  • 市场动态
    • 促进因素
    • 机会
    • 抑制因素
    • 任务
  • 法规形势
  • 波特的分析
  • 对未来中断的特殊考虑

全球资料分析市场：按类型

  • 市场概况
  • 大资料分析
  • 商业分析
  • 客户分析
  • 风险分析
  • 统计分析
  • 其他的

全球资料分析市场：按部署划分

  • 市场概况
  • 本地
  • 云

全球资料分析市场：按公司规模划分

  • 市场概况
  • 大公司
  • 中小企业

全球资料分析市场：按最终用途

  • 市场概况
  • BFSI
  • 政府
  • 医疗保健
  • 军事/国防
  • 其他的

按地区分類的全球资料分析市场规模

  • 市场概况
  • 北美
    • 美国
    • 加拿大
  • 欧洲
    • 德国
    • 西班牙
    • 法国
    • 英国
    • 欧洲其他地区
  • 亚太地区
    • 中国
    • 印度
    • 日本
    • 韩国
    • 其他亚太地区
  • 拉美
    • 巴西
    • 其他拉丁美洲
  • 中东/非洲
    • 海湾合作委员会国家
    • 南非
    • 其他中东/非洲

竞争形势

  • 前5名企业对比
  • 主要企业市场定位（2021年）
  • 主要市场参与者采取的策略
  • 关键成功策略
  • 近期市场活动
  • 主要企业市场份额（2021年）

主要企业简介

  • Zoho Corporation Pvt. Ltd.
  • Oracle
  • ThoughtSpot, Inc.
  • SAP SE
  • Mu Sigma
  • Dell Inc.
  • Amazon Web Services, Inc.
  • Looker Data Sciences, Inc.
  • Tableau Software, LLC.
  • Datameer, Inc.
  • SAS Institute Inc.
  • Alteryx, Inc
  • IBM Corporation
  • SiSense Inc
  • Microsoft
简介目录
Product Code: SQMIG45A2015

Global Data Analytics Market size was valued at around USD 39.41 billion in 2021 and is expected to reach a value of USD 289.12 billion by 2028, at a CAGR of 29.25% over the forecast period (2022-2028).

The global data analytics market is experiencing significant growth, driven by the increasing adoption of data-driven decision-making across various industries. Data analytics enables organizations to extract valuable insights from large volumes of data, leading to improved operational efficiency and enhanced business strategies. Factors such as the proliferation of IoT devices, advancements in big data technologies, and the rising demand for predictive analytics are fueling market expansion. Additionally, the growing focus on cloud-based analytics solutions and the integration of artificial intelligence and machine learning algorithms are expected to further drive market growth in the coming years.

Top-down and bottom-up approaches were used to estimate and validate the size of Data Analytics and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined by using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Segments covered in this report:

The Global Data Analytics market is segmented based on type, deployment, enterprise size, end-use, and region. By type, the market is segmented into Big Data Analytics, Business Analytics, Customer Analytics, Risk Analytics, Statistical Analysis, and Others. By deployment, the market is divided into on-premises and cloud. By enterprise size, the market is divided into Large Enterprises, Small & Medium enterprises. By end-use, the market is divided into BFSI, Government, Healthcare, Healthcare, Military & Defense, and Others. By region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Driver

The increased adoption of machine learning algorithms, artificial intelligence, and the internet of things (IoT) has led to a rise in IoT device connectivity. According to the international data corporation, there will be a connection of 150,000 IoT devices per minute by 2025. This growing demand for connected devices has accelerated the implementation of edge computing. Unlike cloud-based solutions, edge computing brings processing power closer to the data source or destination. By keeping data local to the source or destination, it reduces network and server load and speeds up data transfers to on-premises or cloud systems. In the context of industrial IoT, edge computing is particularly valuable as it enables real-time data processing and faster response times.

Restrain

This technological advancement also gives rise to significant security concerns, including the need for real-time security, safeguarding client data privacy, and ensuring overall system security. Key challenges that must be addressed include remote storage, inadequate identity management, insufficient investment in system and network security, human error, and vulnerabilities in connected devices and IoT applications. Overcoming these challenges will require substantial efforts from organizations. Additionally, the industry's growth may be hindered by an increase in data breaches and cyberattacks targeting consumer data stored across enterprises.

Trend

The data analytics market is facing significant challenges due to a scarcity of skilled professionals with expertise in big data analytics. With the continuous generation of a large volume of data every minute, analyzing various data types and at high speeds becomes crucial. This has created a growing demand for data scientists and big data analysts who possess interdisciplinary skills, proficiency in big data analysis, and the ability to work with data velocity, variety, and volume, as well as understand technology and business processes. For organizations with limited resources, it is crucial to hire a Data Scientist who can effectively handle these aspects and contribute to their success.

Table of Contents

Executive Summary

  • Market Overview
  • Wheel of Fortune

Research Methodology

  • Information Procurement
  • Secondary & Primary Data Sources
  • Market Size Estimation
  • Market Assumptions & Limitations

Parent Market Analysis

  • Market Overview
  • Market Size
  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges

Key Market Insights

  • Technology Analysis
  • Pricing Analysis
  • Supply Chain Analysis
  • Value Chain Analysis
  • Ecosystem of the Market
  • IP Analysis
  • Trade Analysis
  • Startup Analysis
  • Raw Material Analysis
  • Innovation Matrix
  • Pipeline Product Analysis
  • Macroeconomic Indicators
  • Top Investment Analysis
  • Key Success Factor
  • Degree of Competition

Market Dynamics & Outlook

  • Market Dynamics
    • Drivers
    • Opportunities
    • Restraints
    • Challenges
  • Regulatory Landscape
  • Porters Analysis
    • Competitive rivalry
    • Threat of Substitute Products
    • Bargaining Power of Buyers
    • Threat of New Entrants
    • Bargaining Power of Suppliers
  • Skyquest Special Insights on Future Disruptions
    • Political Impact
    • Economic Impact
    • Social Impact
    • Technical Impact
    • Environmental Impact
    • Legal Impact

Global Data Analytics Market by Type

  • Market Overview
  • Big Data Analytics
  • Business Analytics
  • Customer Analytics
  • Risk Analytics
  • Statistical Analysis
  • Others

Global Data Analytics Market by Deployment

  • Market Overview
  • On-premise
  • Cloud

Global Data Analytics Market by Enterprise Size

  • Market Overview
  • Large Enterprises
  • Small & Medium Enterprises

Global Data Analytics Market by End-Use

  • Market Overview
  • BFSI
  • Government
  • Healthcare
  • Healthcare
  • Military & Defense
  • Others

Global Data Analytics Market Size by Region

  • Market Overview
  • North America
    • USA
    • Canada
  • Europe
    • Germany
    • Spain
    • France
    • UK
    • Rest of Europe
  • Asia Pacific
    • China
    • India
    • Japan
    • South Korea
    • Rest of Asia-Pacific
  • Latin America
    • Brazil
    • Rest of Latin America
  • Middle East & Africa (MEA)
    • GCC Countries
    • South Africa
    • Rest of MEA

Competitive Landscape

  • Top 5 Player Comparison
  • Market Positioning of Key Players, 2021
  • Strategies Adopted by Key Market Players
  • Top Winning Strategies
    • By Development
    • By Company
    • By Year
  • Recent Activities in the Market
  • Key Companies Market Share (%), 2021

Key Company Profiles

  • Zoho Corporation Pvt. Ltd.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Oracle
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • ThoughtSpot, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • SAP SE
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Mu Sigma
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Dell Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Amazon Web Services, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Looker Data Sciences, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Tableau Software, LLC.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Datameer, Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • SAS Institute Inc.
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Alteryx, Inc
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • IBM Corporation
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • SiSense Inc
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments
  • Microsoft
    • Company Overview
    • Business Segment Overview
    • Financial Updates
    • Key Developments