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巨量資料

市場調查報告書

商品編碼

1504889

巨量資料分析市場規模、佔有率和成長分析：按組件、按公司類型、按資料類型、按應用、按業務功能、按行業、按地區 - 行業預測，2024-2031 年

Big Data Analytics Market Size, Share, Growth Analysis, By Component, By Enterprise Type, By Application, By Industry Vertical, By Region - Industry Forecast 2024-2031

出版日期: 2024年06月21日 | 出版商:

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

價格

簡介目錄

2022年巨量資料分析市場規模將達2,728億美元，從2023年的3093.5億美元成長到2031年的8,459.7億美元，複合年成長率預計將成長13.40%。

巨量資料分析市場正在迅速發展，涵蓋了各種用於分析大量資料以支持決策、提高業務效率和提高客戶滿意度的技術、工具和技術，並且正在徹底改變世界各地的行業。過去十年，來自社群媒體、物聯網設備、數位交易和行動應用程式的資料激增推動了巨量資料分析的廣泛採用。人工智慧和機器學習的進步進一步推動了這種成長，這些進步可以實現更深入的資料洞察，而雲端運算的普及則使各種規模的企業都可以更輕鬆地進行分析並更具成本效益。巨量資料分析的應用涵蓋醫療保健、金融和零售等多個領域，其中資料主導的策略可改善患者照護、風險管理和客戶滿意度。儘管市場正在成長，但它面臨著資料隱私問題和熟練專業人員短缺等挑戰。然而，持續的培訓計劃和邊緣運算和區塊鏈等新興技術將推動進一步的市場擴張和創新，鞏固巨量資料分析作為現代業務流程的關鍵要素。

市場概況
市場銷售
- 客戶區隔
- 社群媒體管理
- 銷售預測
- 客戶旅程管理
- 其他
人力資源
- 人才招募
- 員工敬業度
- 人力資源管理
- 績效管理
- 其他
手術
- 最佳化IT基礎設施
- IT服務管理
- 事件回應和解決
- 庫存控制
- 其他
財務會計
- 詐欺識別
- 危機管理
- 財務預測
- 信用評分
- 其他
其他業務功能

巨量資料分析市場：按行業

市場概況
BFSI
車
通訊/媒體
衛生保健
生命科學
零售
能源/公共事業
政府
教育
製造業
其他

巨量資料分析市場：按地區

市場概況
北美洲
- 美國
- 加拿大
歐洲
- 德國
- 西班牙
- 法國
- 英國
- 義大利
- 其他歐洲國家地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東和非洲 (MEA)
- 海灣合作理事會國家
- 南非
- 其他中東/非洲地區

競爭格局

前5名企業對比
主要企業市場定位（2023年）
主要市場參與者所採取的策略
近期市集活動
主要企業市場佔有率（2023年）

主要企業簡介

Amazon Web Services Inc.（United States）
International Business Machines Corporation（United States）
Looker Data Sciences, Inc.（United States）
Mu Sigma（United States）
Oracle Corporation（United States）
SAP SE（Germany）
Sisense Inc.（United States）
Tableau Software LLC.（United States）
ThoughtSpot Inc.（United States）
Zoho Corporation Pvt. Ltd.（India）
Microsoft Corporation（United States）
Fair Isaac Corporation（United States）
Salesforce Inc.（United States）
Equifax, Inc.（United States）
TransUnion（United States）
QlikTech International AB（Sweden）
SAS Institute Inc.（United States）
Datameer（United States）
Google LLC（United States）
Hewlett Packard Enterprise（United States）

簡介目錄

Product Code: SQMIG45A2211

Big Data Analytics Market size was valued at USD 272.80 billion in 2022 and is poised to grow from USD 309.35 billion in 2023 to USD 845.97 billion by 2031, growing at a CAGR of 13.40% during the forecast period (2024-2031).

The Big Data Analytics market is rapidly evolving and significantly transforming industries worldwide, encompassing various technologies, tools, and techniques for analyzing vast amounts of data to aid in decision-making, improve operational efficiency, and enhance customer satisfaction. The surge in data from social media, IoT devices, digital transactions, and mobile applications has driven widespread adoption of Big Data Analytics over the past decade. This growth is further fueled by advancements in AI and machine learning, which enable deeper data insights, and the proliferation of cloud computing, which makes analytics more accessible and cost-effective for businesses of all sizes. The application of Big Data Analytics spans various sectors, such as healthcare, finance, and retail, enhancing patient care, risk management, and customer satisfaction through data-driven strategies. Despite its growth, the market faces challenges like data privacy concerns and a shortage of skilled professionals. However, ongoing training initiatives and emerging technologies like edge computing and blockchain promise to drive further market expansion and innovation, solidifying Big Data Analytics as a critical component of modern business processes.

Top-down and bottom-up approaches were used to estimate and validate the size of the Big Data Analytics market 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 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.

Big Data Analytics Market Segmental Analysis

The Big Data Analytics market is segmented by component, enterprise type, application, industry verticals, and region. Based on component, the market is segmented into hardware, software, and services. Further based on software market is segmented into credit risk management, business intelligence solutions, CRM Analytics, compliance analytics, workforce analytics, and others. Based on hardware market Is segmented into servers, storage devices, networking equipment, and data centres. Based on services, the market is segmented into consulting services, system integration services, and managed services. Based on enterprise type, the market is segmented into large enterprises, and small & medium enterprises (SMEs). Based on application, the market is segmented into data discovery and visualization (DDV), advanced analytics (AA), and others. Based on industry verticals, the market is segmented into BFSI, automotive, telecom/media, healthcare, life sciences, retail, energy & utility, government, and others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Drivers of the Big Data Analytics Market

The Big Data Analytics market has surged due to the explosive growth in data generation across various industries. With the proliferation of IoT devices, social media, digital transactions, and smart devices, data is being produced at an unprecedented rate. This vast amount of data, when analyzed effectively, offers valuable insights for organizations, driving the adoption of advanced analytics. In today's competitive landscape, organizational leaders are focused on gaining an edge by leveraging these large data sets, necessitating the implementation of efficient Big Data Analytics solutions to transform raw data into strategic assets for decision-making and innovation.

Restraints in the Big Data Analytics Market

Although big data analytics offers significant benefits, its market growth is hindered by data privacy and security concerns. The increasing collection and processing of personal and business-related information heighten fears of data leakage and misuse. The introduction of data protection laws such as GDPR and CCPA mandates strict guidelines for data management, storage, and processing. These regulations, coupled with the potential damage data breaches can cause to an organization's reputation, make companies wary of fully embracing big data analytics. Consequently, this caution slows down the development and expansion of the big data analytics market.

Market Trends of the Big Data Analytics Market

One of the significant trends in the Big Data Analytics market is edge computing. As the number of devices generating data at the network edge grows, it becomes essential to analyze this data locally to reduce latency and traffic costs. Edge computing enables real-time data analysis and swift decision-making by processing data on edge devices before transmitting it to central data centers. This approach is especially beneficial in sectors like healthcare, manufacturing, and self-driving cars, where real-time data is crucial. Integrating edge computing with Big Data Analytics enhances efficiency and expands the applications of analytics solutions across various industries.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

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

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Technology Analysis
Regulatory Analysis
Startup Analysis
Case Study Analysis
Patent Analysis
Value Chain Analysis
Top Investment Pockets
Market Attractiveness Index
Market Ecosystem

Big Data Analytics Market by Component

Market Overview
Software
- Cloud
- Public Cloud
- Private Cloud
- Hybrid Cloud
- On-Premises
Hardware
Services

Big Data Analytics Market by Enterprise Type

Market Overview
Large Enterprises
Small & Medium Enterprises (SMEs)

Big Data Analytics Market by Type

Market Overview
Prescriptive Analytics
Predictive Analytics
Customer Analytics
Descriptive Analytics
Others

Big Data Analytics Market by Data Type

Market Overview
Unstructured Data
Semi-structured Data
Unstructured Data

Big Data Analytics Market by Application

Market Overview
Data Discovery and Visualization (DDV)
Advanced Analytics (AA)
Others

Big Data Analytics Market by Business Function

Market Overview
Marketing & Sales
- Customer Segmentation
- Social Media Management
- Sales Forecasting
- Customer Journey Management
- Others
Human Resources
- Talent Acquisition
- Employee Engagement
- Workforce Management
- Performance Management
- Others
Operations
- IT Infrastructure Optimization
- IT Service Management
- Incident Response And Resolution
- Inventory Management
- Others
Finance & Accounting
- Fraud Detection
- Risk Management
- Financial Forecasting
- Credit Scoring
- Others
Other Business Functions

Big Data Analytics Market by Industry Vertical

Market Overview
BFSI
Automotive
Telecom/Media
Healthcare
Life Sciences
Retail
Energy & Utility
Government
Education
Manufacturing
Others

Big Data Analytics Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Italy
- 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, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

Amazon Web Services Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
International Business Machines Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Looker Data Sciences, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Mu Sigma (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP SE (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Sisense Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Tableau Software LLC. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
ThoughtSpot Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Zoho Corporation Pvt. Ltd. (India)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Fair Isaac Corporation (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Salesforce Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Equifax, Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
TransUnion (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
QlikTech International AB (Sweden)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Datameer (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Google LLC (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hewlett Packard Enterprise (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments