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市場調查報告書

商品編碼

1321826

全球資料分析市場規模、佔有率和成長分析：按類型、部署、公司規模和最終用途- 行業預測（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: 2023年07月11日 | 出版商:

SkyQuest | 英文 157 Pages | 商品交期: 3-5個工作天內

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簡介目錄

全球資料分析市場規模預計將從2021年的約 394.1 億美元增至2028年的 2891.2 億美元，在預測期內（2022-2028年）年複合成長率為 29.25%。

由於各行業擴大採用資料驅動的決策，該市場已顯示出顯著成長。物聯網設備的激增、大資料技術的進步以及對預測分析的需求不斷成長等因素推動市場擴張。此外，對雲端基礎分析解決方案以及人工智慧和機器學習算法的整合的日益關注預計將在未來幾年進一步推動市場成長。

促進因素

機器學習算法、人工智慧和物聯網的日益普及導致物聯網設備的連接性增加。根據國際資料公司指出，到2025年，每分鐘將有 150,000 個物聯網設備連接。對互聯設備不斷成長的需求加速邊緣計算的採用。與雲端基礎解決方案不同，邊緣計算使處理能力更接近資料來源和目的地。透過將資料保存在源和目標本地，可以減少網路和伺服器的負載，並加快資料傳輸到本地和雲端系統的速度。在工業IoT背景下，邊緣計算特別有價值，因為它可以實現即時資料處理和更快的回應時間。

抑制因素

這個技術進步也引發了重大的安全問題，包括即時安全、保護客戶資料隱私以及確保整體系統安全的需求。需要解決的主要挑戰包括遠程儲存、身份管理不善、缺乏對系統和網路安全的投資、人為錯誤以及連接設備和物聯網應用程式中的漏洞。克服這些挑戰需要大量的組織努力。此外，針對跨企業儲存的消費者資料的資料洩露和網路攻擊的增加可能會阻礙行業成長。

趨勢

由於缺乏具備巨量資料分析專業知識的熟練專業人員，資料分析資料分析正面臨重大挑戰。隨著每分鐘不斷產生大量資料，高速分析不同類型的資料變得非常重要。這推動了對資料科學家和巨量資料分析師的需求，他們需要具備跨學科技能、精通大資料分析、處理資料的速度、種類和數量的能力，以及對資料和資料流程的理解。對於資源有限的組織來說，聘請能夠有效處理這些方面並為其成功做出貢獻的資料科學家非常重要。

本報告對全球資料分析市場進行研究和分析，提供市場動態和預測、細分分析、公司簡介等。

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.

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